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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">IJMM</journal-id>
<journal-title-group>
<journal-title>International Journal of Molecular Medicine</journal-title></journal-title-group>
<issn pub-type="ppub">1107-3756</issn>
<issn pub-type="epub">1791-244X</issn>
<publisher>
<publisher-name>D.A. Spandidos</publisher-name></publisher></journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3892/ijmm.2015.2285</article-id>
<article-id pub-id-type="publisher-id">ijmm-36-03-0607</article-id>
<article-categories>
<subj-group>
<subject>Articles</subject></subj-group></article-categories>
<title-group>
<article-title>Asparaginase treatment side-effects may be due to genes with homopolymeric Asn codons (Review-Hypothesis)</article-title></title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>BANERJI</surname><given-names>JULIAN</given-names></name><xref ref-type="corresp" rid="c1-ijmm-36-03-0607"/></contrib>
<aff id="af1-ijmm-36-03-0607">Center for Computational and Integrative Biology, MGH, Simches Research Center, Boston, MA 02114, USA</aff></contrib-group>
<author-notes>
<corresp id="c1-ijmm-36-03-0607">Correspondence to: Dr Julian Banerji, Center for Computational and Integrative Biology, MGH, Simches Research Center, seventh floor, 185 Cambridge Street, Boston, MA 02114, USA, E-mail: <email>jbanerji@molbio.mgh.harvard.edu</email></corresp></author-notes>
<pub-date pub-type="ppub">
<month>9</month>
<year>2015</year></pub-date>
<pub-date pub-type="epub">
<day>15</day>
<month>07</month>
<year>2015</year></pub-date>
<volume>36</volume>
<issue>3</issue>
<fpage>607</fpage>
<lpage>626</lpage>
<history>
<date date-type="received">
<day>15</day>
<month>04</month>
<year>2015</year></date>
<date date-type="accepted">
<day>15</day>
<month>07</month>
<year>2015</year></date></history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2015, Spandidos Publications</copyright-statement>
<copyright-year>2015</copyright-year>
<license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/3.0">
<license-p>This is an open-access article licensed under a Creative Commons Attribution-NonCommercial 3.0 Unported License. The article may be redistributed, reproduced, and reused for non-commercial purposes, provided the original source is properly cited.</license-p></license></permissions>
<abstract>
<p>The present treatment of childhood T-cell leukemias involves the systemic administration of prokary-otic L-asparaginase (ASNase), which depletes plasma Asparagine (Asn) and inhibits protein synthesis. The mechanism of therapeutic action of ASNase is poorly understood, as are the etiologies of the side-effects incurred by treatment. Protein expression from genes bearing Asn homopolymeric coding regions (N-hCR) may be particularly susceptible to Asn level fluctuation. In mammals, N-hCR are rare, short and conserved. In humans, misfunctions of genes encoding N-hCR are associated with a cluster of disorders that mimic ASNase therapy side-effects which include impaired glycemic control, dislipidemia, pancreatitis, compromised vascular integrity, and neurological dysfunction. This paper proposes that dysregulation of Asn homeostasis, potentially even by ASNase produced by the microbiome, may contribute to several clinically important syndromes by altering expression of N-hCR bearing genes. By altering amino acid abundance and modulating ribosome translocation rates at codon repeats, the microbiomic environment may contribute to genome decoding and to shaping the proteome. We suggest that impaired translation at poly Asn codons elevates diabetes risk and severity.</p></abstract>
<kwd-group>
<kwd>asparaginase</kwd>
<kwd>diabetes</kwd>
<kwd>lipodystrophy</kwd>
<kwd>leukemia</kwd>
<kwd>lymphoma</kwd>
<kwd>immune response</kwd>
<kwd>pancreatitis</kwd>
<kwd>cystic fibrosis</kwd>
<kwd>insulin regulatory substrate-2</kwd>
<kwd><italic>Salmonella</italic></kwd></kwd-group></article-meta></front>
<body>
<sec sec-type="other">
<title>1. Foundation of the hypothesis</title>
<sec>
<title>Core hypothesis: translocation rates, poly Asparagine (Asn); insulin-receptor-substrate 2 (IRS2) and diabetes; hypothesis tests, poly glutamine (Gln) HTT and ataxias</title>
<p>Despite similar Asn codon usage, ~4%/gene, from plants to humans (<xref rid="b1-ijmm-36-03-0607" ref-type="bibr">1</xref>), mammals are distinguished by a paucity of genes with a long Asn homopolymeric coding region (N-hCR) (<xref rid="b2-ijmm-36-03-0607" ref-type="bibr">2</xref>). The 17 human genes with the longest N-hCR (ranging from five to eight consecutive Asn codons) are listed in <xref rid="f1-ijmm-36-03-0607" ref-type="fig">Fig. 1</xref>; <xref rid="tI-ijmm-36-03-0607" ref-type="table">Table I</xref> lists genes with N-hCR greater than three. <italic>IRS2</italic>, encoding an insulin signal transducer, is the gene at the top of the list in <xref rid="f1-ijmm-36-03-0607" ref-type="fig">Fig. 1</xref> and multiple disorders of energy homeostasis and the urea cycle are associated with genes in <xref rid="tI-ijmm-36-03-0607" ref-type="table">Table I</xref>. The central hypothesis of this paper is that manifestations of these disorders may partly be attributable to reduced plasma Asn concentrations, which in turn may disproportionately affect the production of proteins containing N-hCR. More broadly, we propose a model in which protein expression may be affected at amino acid homopolymeric coding regions (hCR) in general because translation elongation rates at hCR could reflect variation in the levels of the corresponding amino acids. This model may contribute to explaining an association, initially noted with poly Gln codon runs, between hCR and some human diseases (<xref rid="b1-ijmm-36-03-0607" ref-type="bibr">1</xref>,<xref rid="b3-ijmm-36-03-0607" ref-type="bibr">3</xref>).</p>
<p>Asparaginase (ASNase) is a component of highly effective chemotherapeutic regimens used to treat pediatric acute lymphoblastic leukemia (ALL) (<xref rid="b4-ijmm-36-03-0607" ref-type="bibr">4</xref>,<xref rid="b5-ijmm-36-03-0607" ref-type="bibr">5</xref>) and some lymphomas (<xref rid="b6-ijmm-36-03-0607" ref-type="bibr">6</xref>&#x02013;<xref rid="b8-ijmm-36-03-0607" ref-type="bibr">8</xref>). ASNase treatment has been estimated to have contributed to the sparing of the lives of upwards of 60,000 children in the US in the decades following its discovery (<xref rid="b9-ijmm-36-03-0607" ref-type="bibr">9</xref>) and rapid introduction to the clinic (<xref rid="b10-ijmm-36-03-0607" ref-type="bibr">10</xref>). However, ASNase treatment is not without hazard; it can produce a myriad of side-effects that include hyperglycemia, dislipidemia, pancreatitis, vascular accidents and adverse neurological outcomes. The physiological mode of action of ASNase is unclear. The enzyme deaminates Asn and Gln with production of altered amino acid ratios and ammonia (<xref rid="b11-ijmm-36-03-0607" ref-type="bibr">11</xref>&#x02013;<xref rid="b15-ijmm-36-03-0607" ref-type="bibr">15</xref>). ASNase inhibits synthesis of proteins <italic>in vitro</italic> (<xref rid="b16-ijmm-36-03-0607" ref-type="bibr">16</xref>) and <italic>in vivo</italic> (<xref rid="b17-ijmm-36-03-0607" ref-type="bibr">17</xref>,<xref rid="b18-ijmm-36-03-0607" ref-type="bibr">18</xref>) by a mechanism consistent with reduced ribosomal translocation at Asn codons. In humans, ASNase treatment protocols cause depletion of plasma Asn and modest reductions of plasma Gln levels accompanied by mild transient hyperglycemia and occasional ketoacidosis (<xref rid="b11-ijmm-36-03-0607" ref-type="bibr">11</xref>,<xref rid="b19-ijmm-36-03-0607" ref-type="bibr">19</xref>,<xref rid="b20-ijmm-36-03-0607" ref-type="bibr">20</xref>). In mice, administration of ASNase causes Asn depletion in plasma and some tissues, e.g., skeletal muscle (<xref rid="b21-ijmm-36-03-0607" ref-type="bibr">21</xref>,<xref rid="b22-ijmm-36-03-0607" ref-type="bibr">22</xref>), indicating, importantly, that intracellular Asn can also be depleted. Moreover, in mice, impaired glucose tolerance following ASNase treatment can be improved by amino acid supplements which serve to moderate amino acid ratio imbalances (<xref rid="b23-ijmm-36-03-0607" ref-type="bibr">23</xref>) and Asn administered directly to mice reverses adverse events initiated by ASNase (<xref rid="b24-ijmm-36-03-0607" ref-type="bibr">24</xref>). In rabbits, ASNase induces dose-dependent glycemic dysregulation extending from transient mild glycosuria to hyperglycemia and diabetes (<xref rid="b25-ijmm-36-03-0607" ref-type="bibr">25</xref>,<xref rid="b26-ijmm-36-03-0607" ref-type="bibr">26</xref>). Prednisolone has been shown to potentiate the action of ASNase: both drugs can cause hyperglycemia when used alone; but predisolone synergizes with ASNase to cause significant hyperglycemia (500&#x02013;700 mg/dl) when both drugs are administered in combination at doses that are insufficient to produce an effect above baseline (~100 mg/dl) when either drug is administered alone (<xref rid="b27-ijmm-36-03-0607" ref-type="bibr">27</xref>).</p>
<p>Complementing these clinical and experimental observations, metabolomic data from the Framingham Heart study and from diabetic patients in a Shanghai study have shown that plasma Asn concentration is negatively correlated with fasting insulin concentration (<xref rid="b28-ijmm-36-03-0607" ref-type="bibr">28</xref>), and that the degree of negative correlation is the highest for Asn by comparison with the 20 amino acids that are commonly incorporated into proteins by ribosomal synthesis. By contrast, &#x003B3;-amino butyric acid (GABA) levels are 10-fold more negatively correlated with fasting insulin levels. In the Framingham data, the maximal negative correlation observed between Asn concentration and fasting insulin also extends to additional diabetes metrics such as body mass index (BMI), waist circumference (WC), homeostatic model assessment (HOMA), and triglyceride levels. In a third study, of a different cohort, Asn was the amino acid most negatively correlated with adiponectin, HOMA and leptin levels (<xref rid="b29-ijmm-36-03-0607" ref-type="bibr">29</xref>). Because therapeutic Asn depletion induces glycemic dysregulation, low Asn levels may not merely be correlatively associated with poor glycemic control, but may be causative or provocative. This raises the question of the potential mechanisms by which Asn depletion in plasma or tissues could adversely impact glucose homeostasis.</p>
<p>The possibility that N-hCR can be implicated in the etiologies of some diabetic syndromes is supported by the enrichment of genes governing metabolic balance among the list of those containing N-hCR. Approximately one-fifth of the genes bearing N-hCR in <xref rid="tI-ijmm-36-03-0607" ref-type="table">Table I</xref> are associated with metabolic disorders, obesity, diabetes, urea cycle or pancreatic islet &#x003B2;-cell regulation. Among these, <italic>IRS2</italic> is of particular note. <italic>IRS2</italic> encodes insulin receptor substrate-2, a labile (<xref rid="b30-ijmm-36-03-0607" ref-type="bibr">30</xref>,<xref rid="b31-ijmm-36-03-0607" ref-type="bibr">31</xref>) intracellular signal transducer that is a substrate for a number of membrane spanning receptor tyrosine kinases specific for extracellular cytokines that include insulin, insulin-like-growth-factor-1, erythropoietin, thrombopoetin, growth hormone, leukemia inhibitory factor, interleukin-4 (IL-4) and interferon-&#x003B3; (<xref rid="b32-ijmm-36-03-0607" ref-type="bibr">32</xref>&#x02013;<xref rid="b37-ijmm-36-03-0607" ref-type="bibr">37</xref>). Sequence polymorphisms in the human <italic>IRS2</italic> locus have been associated with obesity (<xref rid="b38-ijmm-36-03-0607" ref-type="bibr">38</xref>), type 2-diabetes-mellitus (T2DM) (<xref rid="b39-ijmm-36-03-0607" ref-type="bibr">39</xref>,<xref rid="b40-ijmm-36-03-0607" ref-type="bibr">40</xref>) or its complications (<xref rid="b41-ijmm-36-03-0607" ref-type="bibr">41</xref>,<xref rid="b42-ijmm-36-03-0607" ref-type="bibr">42</xref>), aspects of schizophrenia (<xref rid="b43-ijmm-36-03-0607" ref-type="bibr">43</xref>) and IgE immune responses (<xref rid="b44-ijmm-36-03-0607" ref-type="bibr">44</xref>). In transgenic mice, <italic>IRS2</italic> deletion causes compromised maintenance of &#x003B2;-cell mass and produces a diabetic state similar to T2DM (<xref rid="b45-ijmm-36-03-0607" ref-type="bibr">45</xref>,<xref rid="b46-ijmm-36-03-0607" ref-type="bibr">46</xref>). Reduced levels of IRS2 in humans have been proposed to lead to desensitized insulin/cytokine signalling and thus to hyperglycemia/muted immune responses, with prolonged IRS2 deficits exacerbating islet cell mass reduction leading to T2DM (<xref rid="b47-ijmm-36-03-0607" ref-type="bibr">47</xref>&#x02013;<xref rid="b50-ijmm-36-03-0607" ref-type="bibr">50</xref>). Alterations in IRS2 expression have been associated with altered lipid metabolism in obese subjects (<xref rid="b51-ijmm-36-03-0607" ref-type="bibr">51</xref>) and have been correlated with development of insulin nonresponsiveness in obese boys (<xref rid="b52-ijmm-36-03-0607" ref-type="bibr">52</xref>). IRS2 has eight consecutive Asn-codons located 19 codons after the initiator AUG codon. Depletion of the levels of the cognate Asn aminoacyl-tRNA may result in compromised elongation in the homopolymeric Asn coding region that may be especially deleterious to the synthesis of IRS2 due to the location of the N-hCR.</p>
<p>Codon usage and ribosome translocation rates affect protein expression in bacterial (<xref rid="b53-ijmm-36-03-0607" ref-type="bibr">53</xref>&#x02013;<xref rid="b57-ijmm-36-03-0607" ref-type="bibr">57</xref>), viral (<xref rid="b58-ijmm-36-03-0607" ref-type="bibr">58</xref>,<xref rid="b59-ijmm-36-03-0607" ref-type="bibr">59</xref>) and human genes (<xref rid="b60-ijmm-36-03-0607" ref-type="bibr">60</xref>,<xref rid="b61-ijmm-36-03-0607" ref-type="bibr">61</xref>). Ribosomal footprinting studies have suggested that the stability of translation initiation complexes increases when nascent chains emerge from the exit tunnel or folding vestibule to engage chaperones (<xref rid="b62-ijmm-36-03-0607" ref-type="bibr">62</xref>). Ribosomal stalling may potentially lead to translation termination when the elongation rate is diminished in the 'translation-initiation-ramp' or instability region (<xref rid="b63-ijmm-36-03-0607" ref-type="bibr">63</xref>&#x02013;<xref rid="b65-ijmm-36-03-0607" ref-type="bibr">65</xref>). The concept of the ramp, which may not apply to all mammalian genes, remains controversial (<xref rid="b66-ijmm-36-03-0607" ref-type="bibr">66</xref>) and though potentially contributory, it is not essential to the overall thesis proposed here. In general, a severely diminished elongation rate may lead to premature termination; for example in prokaryotes, ribosomal stalling induces a translational termination mechanism through tmRNA (67, <italic>Cf</italic>. 68). In the abstract, reduced rates of translation anywhere along an mRNA would result directly in a reduced overall rate of target protein synthesis and, depending on protein halflife, result indirectly in decreased steady state levels of such proteins. High rates of translation may even increase the halflife of an mRNA (<xref rid="b69-ijmm-36-03-0607" ref-type="bibr">69</xref>).</p>
<p>Of the genes that have been identified with N-hCR of length 3 or greater, approximately one third can be associated with cancer and immune response, one quarter with neurode-generation (20% with metabolic disorders, above), and eight percent with vasculature and hematopoesis. Of the remaing ~14%, many can be classified as involved with chromatin modification, DNA maintainance and repair, RNA transcription and processing or protein synthesis and turnover, some have Leucine rich repeats that can serve as pattern recognition elements. Some genes fall into multiple categories, e.g. <italic>IRS2</italic> is associated not only with diabetes and receptor mediated signal transduction for specific extracellular cytokines, but also with epilepsy (<xref rid="b70-ijmm-36-03-0607" ref-type="bibr">70</xref>), aspects of schizophrenia (<xref rid="b43-ijmm-36-03-0607" ref-type="bibr">43</xref>), Alzheimer's disease (<xref rid="b71-ijmm-36-03-0607" ref-type="bibr">71</xref>&#x02013;<xref rid="b73-ijmm-36-03-0607" ref-type="bibr">73</xref>), retinal degeneration (<xref rid="b74-ijmm-36-03-0607" ref-type="bibr">74</xref>), hippocampal synaptic plasticity (<xref rid="b75-ijmm-36-03-0607" ref-type="bibr">75</xref>), long term potentiation of hippocampal synaptic transmission (<xref rid="b76-ijmm-36-03-0607" ref-type="bibr">76</xref>), ataxia (<xref rid="b77-ijmm-36-03-0607" ref-type="bibr">77</xref>), cardiac failure (<xref rid="b78-ijmm-36-03-0607" ref-type="bibr">78</xref>), kidney development (<xref rid="b79-ijmm-36-03-0607" ref-type="bibr">79</xref>), renal disease (<xref rid="b80-ijmm-36-03-0607" ref-type="bibr">80</xref>), breast cancer (<xref rid="b81-ijmm-36-03-0607" ref-type="bibr">81</xref>,<xref rid="b82-ijmm-36-03-0607" ref-type="bibr">82</xref>), rhabdomyosarcoma (<xref rid="b83-ijmm-36-03-0607" ref-type="bibr">83</xref>) and, in conjunction with <italic>JAK2</italic><sub>3N-hCR</sub>, hematopoesis (<xref rid="b84-ijmm-36-03-0607" ref-type="bibr">84</xref>,<xref rid="b85-ijmm-36-03-0607" ref-type="bibr">85</xref>). A limited study of an N-hCR length polymorphism in <italic>IRS2</italic> shows no association with diabetes (<xref rid="b86-ijmm-36-03-0607" ref-type="bibr">86</xref>).</p>
<p>For the purpose of establishing the consequences of N-hCR for translational sensitivity to Asn concentration, other genes with N-hCR could be tested, including conserved genes with nonhuman N-hCR lengths that also differ from humans in some other parameter (such as inflammatory response profiles) (<xref rid="b87-ijmm-36-03-0607" ref-type="bibr">87</xref>). For example an exceptional mammalian gene, with an N-hCR longer than the 8N-hCR of IRS2, is a bat paralog of the IL8-receptor, <italic>CXCR2</italic>, (EPQ18419), which has a 60N-hCR. Other genes of interest from mouse, that differ from human in N-hCR length, include <italic>MDR1</italic> and <italic>CFTR</italic> (a <italic>Salmonella</italic> receptor), and <italic>TNFRSF16/BEX3A/NGFRAP1</italic> (implicated in diabetes) (<xref rid="b88-ijmm-36-03-0607" ref-type="bibr">88</xref>) as well as the redox regulators: <italic>GCLC</italic> (<xref rid="b89-ijmm-36-03-0607" ref-type="bibr">89</xref>) and <italic>TXNIP</italic> (<xref rid="b90-ijmm-36-03-0607" ref-type="bibr">90</xref>) (the former encodes the first, rate limiting, enzyme in the glutathione synthesis pathway and has been associated with cardiovascular events) (<xref rid="b91-ijmm-36-03-0607" ref-type="bibr">91</xref>); the latter encodes a conserved thioredoxin binding protein that has an 8N-hCR in mice, vs. a 3N-hCR in nonrodent mammals. All of these <italic>TXNIP</italic> N-hCR are invariantly located and they begin at codon 386, end 3 codons before the stop codon. This is discussed further, below, along with the contribution of TXNIP to host response to <italic>P. aeruginosa</italic> bacteremia by recruitment of neutrophils in mice (<xref rid="b92-ijmm-36-03-0607" ref-type="bibr">92</xref>). TXNIP also affects pancreatic &#x003B2;-cell biology (<xref rid="b93-ijmm-36-03-0607" ref-type="bibr">93</xref>), diabetic retinopathy (<xref rid="b94-ijmm-36-03-0607" ref-type="bibr">94</xref>), and glucose metabolism (indirectly regulated by mTOR) (<xref rid="b95-ijmm-36-03-0607" ref-type="bibr">95</xref>). Finally, a gene with the third longest N-hCR in the mosquito genome (XM_316513) is translationally regulated (perhaps at its N-hCR) in insect midgut in response to plasmodium infected blood meals (<xref rid="b96-ijmm-36-03-0607" ref-type="bibr">96</xref>). The gene is homologous to human <italic>FAF1/TNFRSF6</italic> which is associated with diabetes (<xref rid="b97-ijmm-36-03-0607" ref-type="bibr">97</xref>) and Parkinson's disease (PD) (<xref rid="b98-ijmm-36-03-0607" ref-type="bibr">98</xref>).</p>
<p>Human genes with hCR have been linked to complex diseases (<xref rid="b1-ijmm-36-03-0607" ref-type="bibr">1</xref>). Genes that may respond to fluctuations in amino acids other than Asn (<xref rid="b99-ijmm-36-03-0607" ref-type="bibr">99</xref>&#x02013;<xref rid="b106-ijmm-36-03-0607" ref-type="bibr">106</xref>), include <italic>CNDP1</italic> (<xref rid="b107-ijmm-36-03-0607" ref-type="bibr">107</xref>,<xref rid="b108-ijmm-36-03-0607" ref-type="bibr">108</xref>) (L-hCR), <italic>MEPC2e1</italic> (<xref rid="b109-ijmm-36-03-0607" ref-type="bibr">109</xref>) (A,G,H-hCR), and <italic>HTT</italic> (Q-hCR) (<xref rid="b110-ijmm-36-03-0607" ref-type="bibr">110</xref>). The gene list could also extend to <italic>DMPK/SIX5</italic> (<xref rid="b111-ijmm-36-03-0607" ref-type="bibr">111</xref>,<xref rid="b112-ijmm-36-03-0607" ref-type="bibr">112</xref>), <italic>GCLC</italic> (<xref rid="b89-ijmm-36-03-0607" ref-type="bibr">89</xref>), <italic>FMR1</italic> (<xref rid="b113-ijmm-36-03-0607" ref-type="bibr">113</xref>) and <italic>C9orf72</italic> (<xref rid="b114-ijmm-36-03-0607" ref-type="bibr">114</xref>&#x02013;<xref rid="b116-ijmm-36-03-0607" ref-type="bibr">116</xref>) if unorthodox, repeat-associated-non-ATG (RAN), translation of upstream codon repeats (<xref rid="b117-ijmm-36-03-0607" ref-type="bibr">117</xref>&#x02013;<xref rid="b120-ijmm-36-03-0607" ref-type="bibr">120</xref>), or alternate transcript variants (<xref rid="b121-ijmm-36-03-0607" ref-type="bibr">121</xref>) are included.</p>
<p>The <italic>HTT</italic> locus mediates the deleterious effects of Huntington's ataxia, and is one of the early examples of a gene containing an hCR associated with a disease (<xref rid="b122-ijmm-36-03-0607" ref-type="bibr">122</xref>). It has a Q-hCR whose length can vary inversely with the age of onset and severity of the ataxia. The 23Q-hCR of HTT is situated in its ramp region, with a 16 codon interval between the hCR and the initiator AUG. Although much of the effort to understand Huntington's disease has focused on aggregation of products of the HTT locus (<xref rid="b123-ijmm-36-03-0607" ref-type="bibr">123</xref>,<xref rid="b124-ijmm-36-03-0607" ref-type="bibr">124</xref>), the etiology of truncated translation products resulting from ribosomal stalling in the Q-hCR has received much less attention. Exon truncation fragments may arise if HTT is expressed in an environment of limiting Gln (<xref rid="b22-ijmm-36-03-0607" ref-type="bibr">22</xref>,<xref rid="b125-ijmm-36-03-0607" ref-type="bibr">125</xref>) and the resulting increase in neuronal cell death (<xref rid="b126-ijmm-36-03-0607" ref-type="bibr">126</xref>), could accelerate the onset and clinical course of Huntington's disease (<xref rid="b127-ijmm-36-03-0607" ref-type="bibr">127</xref>,<xref rid="b128-ijmm-36-03-0607" ref-type="bibr">128</xref>).</p></sec></sec>
<sec sec-type="other">
<title>2. ASNase produced by the biome. The potential for N-hCR-bearing-genes to cause side-effects</title>
<sec>
<title>ASNase production by Salmonella, pancreatitis, immunosupression</title>
<p>Genetic studies suggest an environmental component for the etiology of diabetes (<xref rid="b129-ijmm-36-03-0607" ref-type="bibr">129</xref>) and the gut microbiome has been proposed to regulate human physiology, e.g. bone mass (<xref rid="b130-ijmm-36-03-0607" ref-type="bibr">130</xref>). An individual's microbiome may also produce enzymes that alter host Asn levels. Persistent salmonellosis in mice causes pancreatitis (<xref rid="b131-ijmm-36-03-0607" ref-type="bibr">131</xref>,<xref rid="b132-ijmm-36-03-0607" ref-type="bibr">132</xref>) which is a side-effect of therapeutic ASNase treatment (<xref rid="b133-ijmm-36-03-0607" ref-type="bibr">133</xref>,<xref rid="b134-ijmm-36-03-0607" ref-type="bibr">134</xref>). In addition, <italic>Salmonella</italic> mediates its own virulence (<xref rid="b135-ijmm-36-03-0607" ref-type="bibr">135</xref>) via a cytostatic ASNase (<xref rid="b16-ijmm-36-03-0607" ref-type="bibr">16</xref>) and inhibits mouse T cell responses in a manner reversible by administration of Asn (<xref rid="b24-ijmm-36-03-0607" ref-type="bibr">24</xref>,<xref rid="b136-ijmm-36-03-0607" ref-type="bibr">136</xref>); this <italic>Salmonella</italic> mediated immune inhibition may reflect the immunosuppression noted in ASNase-treated rabbits (<xref rid="b137-ijmm-36-03-0607" ref-type="bibr">137</xref>) and rodents (<xref rid="b138-ijmm-36-03-0607" ref-type="bibr">138</xref>,<xref rid="b139-ijmm-36-03-0607" ref-type="bibr">139</xref>).</p></sec>
<sec>
<title>Elongation: pancreatitis, cystic fibrosis, dislipidemia, clotting, complement and neurodysfunction; Notch, WNT and hedgehog</title>
<p>Allelic variation in loci encoding-N-hCR-bearing-genes, such as <italic>KCNA3</italic>, <italic>CFTR</italic>, <italic>SLC26A9</italic>, <italic>SCARB1</italic>, <italic>IRS2</italic>, <italic>F5</italic>, <italic>FGB</italic> and <italic>SHANK1</italic>, have been associated with diabetes, pancreatitis, lipidystrophy, vascular disorders and neurological changes (<xref rid="b140-ijmm-36-03-0607" ref-type="bibr">140</xref>&#x02013;<xref rid="b144-ijmm-36-03-0607" ref-type="bibr">144</xref>). <italic>KCNA3</italic>3N-hCR encodes a potassium channel that has allelic variants associated with altered risk for ALL (<xref rid="b145-ijmm-36-03-0607" ref-type="bibr">145</xref>) in a certain (germ line <italic>RUNX</italic> rearranged) subset of children and its mouse homolog regulates energy homeostasis and body weight (<xref rid="b146-ijmm-36-03-0607" ref-type="bibr">146</xref>). KCNA3 is thought to have its structure and function affected during its synthesis by residence time of certain of its elongating domains in the ribosomal vestibule (<xref rid="b147-ijmm-36-03-0607" ref-type="bibr">147</xref>&#x02013;<xref rid="b149-ijmm-36-03-0607" ref-type="bibr">149</xref>) (<italic>cf</italic>. <italic>KCNH4</italic><sub>3N-hCR</sub> and <italic>KCNH</italic>8<sub>3N-hCR</sub>). Pancreatitis and diabetes are associated, respectively, with <italic>CFTR</italic><sub>4N-hCR</sub> and <italic>SLC26A9</italic><sub>3N-hCR</sub>, the products of which physically and functionally interact. CFTR is an ion channel, closely related, by membership in the superfamily of ATP-binding cassette proteins, to the multidrug resistance transporter (MDR1) (<xref rid="b150-ijmm-36-03-0607" ref-type="bibr">150</xref>&#x02013;<xref rid="b153-ijmm-36-03-0607" ref-type="bibr">153</xref>). Some <italic>MDR1</italic> alleles contain a polymorphic synonymous codon substitution at Gly412 (C1236T), very similar in location to Asn416 in the N-hCR of <italic>CFTR</italic>. Such polymorphisms in <italic>MDR1</italic> have been proposed (<xref rid="b154-ijmm-36-03-0607" ref-type="bibr">154</xref>) to affect its rate of translation elongation resulting in alterations in the conformation of MDR1 with concomitant functional changes in the profile of anticancer drugs that MDR1 transports (<xref rid="b60-ijmm-36-03-0607" ref-type="bibr">60</xref>). The N-hCR of <italic>CFTR</italic>, located in the regulatory insert (RI) between the membrane spanning domain (MSD) and the nucleotide binding domain (NBD) could, by analogy to the key <italic>MDR1</italic> Gly412 substitution, alter translation rate at its Asn 415 to 418 region, under conditions of low Asn, to result in generation of CFTR protein folding variants (<xref rid="b155-ijmm-36-03-0607" ref-type="bibr">155</xref>) with altered function that may affect bicarbonate exchange (in co-assemblies with <italic>SLC26A9</italic><sub>3N-hCR</sub>) (<xref rid="b156-ijmm-36-03-0607" ref-type="bibr">156</xref>&#x02013;<xref rid="b158-ijmm-36-03-0607" ref-type="bibr">158</xref>), <italic>Salmonella</italic> susceptibility (<xref rid="b159-ijmm-36-03-0607" ref-type="bibr">159</xref>), and timing of cystic fibrosis (CF) disease onset (<xref rid="b160-ijmm-36-03-0607" ref-type="bibr">160</xref>).</p>
<p>A similar location of N-hCR, between MSDs and NBDs, is found in two genes that encode important ATP-regulated magnesium channels: <italic>TRPM6</italic><sub>4NhCR</sub> and <italic>TRPM7</italic><sub>3N-hCR,4NhCR</sub>. Allelic variation of the former has been associated with elevated risk of diabetes, osteoporosis, asthma, and heart and vascular diseases (<xref rid="b161-ijmm-36-03-0607" ref-type="bibr">161</xref>), whereas allelic variation of the latter has been associated with sudden cardiac death, QT interval prolongation and atrial fibrillation in individuals with African ancestry (<xref rid="b162-ijmm-36-03-0607" ref-type="bibr">162</xref>), and ALS and PD in Guam (<xref rid="b163-ijmm-36-03-0607" ref-type="bibr">163</xref>). TRPM6 can form heterodi-mers with, and regulate function of, TRPM7; the latter is a channel regulated enzyme that can be cleaved to modify histones (<xref rid="b164-ijmm-36-03-0607" ref-type="bibr">164</xref>,<xref rid="b165-ijmm-36-03-0607" ref-type="bibr">165</xref>). TRPM7 affects vascularization (<xref rid="b166-ijmm-36-03-0607" ref-type="bibr">166</xref>), and has been implicated in ovarian, breast, pancreatic and prostate cancer as well as in the metastasis of nasopharyngeal carcinoma (<xref rid="b167-ijmm-36-03-0607" ref-type="bibr">167</xref>). The NBDs of these ion channels, as well as the STAS domain of <italic>SLC26A9</italic><sub>3N-hCR</sub> (<xref rid="b151-ijmm-36-03-0607" ref-type="bibr">151</xref>) (which is thought to assemble and interact with the Regulatory domain in the NBD of CFTR), all have poly Asn regions separating them from portions of their hydrophobic MSDs, suggesting that translocation rate at the N-hCR, perhaps due to variation in Asn levels, may serve to modulate the chronology of the synthesis and assembly of the hydrophobic intracellular domains of these molecules.</p>
<p>Dislipidemia could be caused by altered translation of <italic>SCARB1</italic><sub>3N-hCR</sub>. A list of fifteen candidate genes in which synonymous codon substitutions may be of functional consequence, perhaps due to altered translation rate affecting protein synthesis, includes not only <italic>MDR1</italic> (Gly412 and Ile1145) but also <italic>CFTR</italic> (Ile507 and &#x00394;F508) (<xref rid="b160-ijmm-36-03-0607" ref-type="bibr">160</xref>) and <italic>SCARB1</italic> (Ala350) (<xref rid="b168-ijmm-36-03-0607" ref-type="bibr">168</xref>). Rs5888, a synonymous substitution in <italic>SCARB1</italic> of codon Ala350, adjacent to Asn349, is associated with increased risk of coronary artery disease (CAD) and ischemic stroke (<xref rid="b169-ijmm-36-03-0607" ref-type="bibr">169</xref>&#x02013;<xref rid="b171-ijmm-36-03-0607" ref-type="bibr">171</xref>). Translation rates of <italic>CFTR</italic> and <italic>SCARB1</italic> may be regulated not only at the synonymous codon substitutions above, but also, in response to Asn concentration changes, at their N-hCR. SCARB1 is a high density lippoprotein (HDL) receptor that participates in lipid metabolism and flux of cholesterylesters (<xref rid="b172-ijmm-36-03-0607" ref-type="bibr">172</xref>) into e.g. HDL particles that contribute to cell signalling (<xref rid="b173-ijmm-36-03-0607" ref-type="bibr">173</xref>) and thus it could mediate the dislipidemia that accompanies the therapeutic administration of ASNase (<xref rid="b174-ijmm-36-03-0607" ref-type="bibr">174</xref>). <italic>SCARB1</italic> affects suseptibility to myocardial infarction (<xref rid="b175-ijmm-36-03-0607" ref-type="bibr">175</xref>) and renal cell carcinoma (<xref rid="b176-ijmm-36-03-0607" ref-type="bibr">176</xref>,<xref rid="b177-ijmm-36-03-0607" ref-type="bibr">177</xref>) activity of lippoprotein associated phospholipase A2 (Lp-PLA2) (<xref rid="b178-ijmm-36-03-0607" ref-type="bibr">178</xref>), and causes an anti-inflammatory effect in macrophage (<xref rid="b179-ijmm-36-03-0607" ref-type="bibr">179</xref>); it indirectly affects atherosclerosis (<xref rid="b180-ijmm-36-03-0607" ref-type="bibr">180</xref>), mitigates stress (<xref rid="b181-ijmm-36-03-0607" ref-type="bibr">181</xref>), and affects fertility (<xref rid="b182-ijmm-36-03-0607" ref-type="bibr">182</xref>) and macular degeneration (<xref rid="b183-ijmm-36-03-0607" ref-type="bibr">183</xref>). By influencing gut absorption of vitamins, it can affect vascular integrity and diabetes suseptibility (<xref rid="b184-ijmm-36-03-0607" ref-type="bibr">184</xref>&#x02013;<xref rid="b188-ijmm-36-03-0607" ref-type="bibr">188</xref>). A similar synonymous codon substitution at Cys816 of IRS2, (rs4773092), is associated with an auditory component of schizophrenia (<xref rid="b43-ijmm-36-03-0607" ref-type="bibr">43</xref>); this supports the notion, with the usual caveats regarding RNA stability, that <italic>IRS2</italic> may also be translationally regulated, for example at its N-hCR.</p>
<p>ASNase treatment produces side-effects that include vascular dysfunction. Factor V and fibrinogen are two of several coagulation and complement factors encoded by N-hCR-bearing-genes. Polymorphic alleles of <italic>F5</italic><sub>3N-hCR104t</sub> (encoding coagulation Factor V) have been linked to coronary artery disease (<xref rid="b189-ijmm-36-03-0607" ref-type="bibr">189</xref>), hippocampal degeneration (<xref rid="b190-ijmm-36-03-0607" ref-type="bibr">190</xref>) and thrombotic events in ASNase treated children (<xref rid="b144-ijmm-36-03-0607" ref-type="bibr">144</xref>,<xref rid="b191-ijmm-36-03-0607" ref-type="bibr">191</xref>). ASNase specifically reduces the synthesis rate of fibrinogen (<xref rid="b18-ijmm-36-03-0607" ref-type="bibr">18</xref>), see below, a subunit of which is encoded by <italic>FGB</italic>. Thus inhibition by ASNase of the synthesis of at least two N-hCR-bearing-genes, <italic>F5</italic> and <italic>FGB</italic>, could potentially account for the vascular side-effects of ASNase administration. <italic>FGB</italic><sub>3N-hCR</sub>, <italic>GP1BA</italic><sub>3N-hCR</sub>, encoding the platelet membrane receptor (for von Willebrand's factor) associated with ischemic stroke (<xref rid="b192-ijmm-36-03-0607" ref-type="bibr">192</xref>), and <italic>CD9</italic><sub>4N-hCR</sub>, a gene involved in platelet formation (<xref rid="b193-ijmm-36-03-0607" ref-type="bibr">193</xref>), are candidate N-hCR bearing genes that could be examined for their genetic association with adverse vascular events attending ASNase treatment (as has been reported for F5, above). Coagulation proteins have long been considered potential risk factors of ASNase therapy (<xref rid="b194-ijmm-36-03-0607" ref-type="bibr">194</xref>). The steady state half-life of autologous iodinated fibrinogen is not affected by ASNase treatment and hence the observed reduction in steady state plasma fibrinogen concentration that produces the hypofibrinogenemia (<xref rid="b195-ijmm-36-03-0607" ref-type="bibr">195</xref>) observed after ASNase treatment is likely due to inhibition of fibrinogen synthesis (<xref rid="b18-ijmm-36-03-0607" ref-type="bibr">18</xref>). There are concordant studies in rabbits (<xref rid="b196-ijmm-36-03-0607" ref-type="bibr">196</xref>) and humans (<xref rid="b197-ijmm-36-03-0607" ref-type="bibr">197</xref>) regarding the rate of catabolism and synthesis of fibrinogen in response to ASNase, as well as studies on the proteomics of FGB and C3 in diabetics (<xref rid="b198-ijmm-36-03-0607" ref-type="bibr">198</xref>,<xref rid="b199-ijmm-36-03-0607" ref-type="bibr">199</xref>). N-hCR-bearing-genes encoding complement proteins may also contribute to other disorders such as retinal degeneration through effects on <italic>C3</italic><sub>3N-hCR</sub> (<xref rid="b200-ijmm-36-03-0607" ref-type="bibr">200</xref>) to multiple sclerosis through effects on <italic>C7</italic><sub>3N-hCR</sub> (<xref rid="b201-ijmm-36-03-0607" ref-type="bibr">201</xref>) and to uptake of pathogens such as glycosylated viruses or bacteria by any of multiple members of the lectin and alternate complement pathway on <xref rid="tI-ijmm-36-03-0607" ref-type="table">Table I</xref> such as <italic>CLEC6A</italic> (<xref rid="b202-ijmm-36-03-0607" ref-type="bibr">202</xref>), <italic>CLEC10A</italic> (<xref rid="b203-ijmm-36-03-0607" ref-type="bibr">203</xref>) <italic>CLEC13B/LY75</italic>, <italic>MASP1</italic> and <italic>C1QB</italic>.</p>
<p>Mitigating the effects of low plasma Asn, by altering the composition of intestinal microbiota (<xref rid="b204-ijmm-36-03-0607" ref-type="bibr">204</xref>) or by using amino acid supplements (<xref rid="b23-ijmm-36-03-0607" ref-type="bibr">23</xref>), may slow disease onset or progression in those at risk of diabetes or its complications. Dietary Asn supplementation may particularly benefit CFTR-null homozygotes or compound heterozygotes, who frequently present with diabetes at later stages of their disease (<xref rid="b205-ijmm-36-03-0607" ref-type="bibr">205</xref>). One of the N-hCR-bearing-genes in <xref rid="f1-ijmm-36-03-0607" ref-type="fig">Fig. 1</xref>, <italic>PHACTR1</italic><sub>5N-hCR</sub> has been linked to coronary artery disease (CAD) in diabetics (<xref rid="b206-ijmm-36-03-0607" ref-type="bibr">206</xref>). Diabetes and CAD are frequent comorbidities, as are diabetes and Alzheimer's disease (<xref rid="b72-ijmm-36-03-0607" ref-type="bibr">72</xref>) perhaps due to a shared etiology originating in low plasma Asn concentration. There are two N-hCR-bearing-genes from <xref rid="f1-ijmm-36-03-0607" ref-type="fig">Fig. 1</xref> that are linked to PD and mood disorders: <italic>SNCAIP</italic><sub>5N-hCR</sub> and <italic>ANK3</italic><sub>5N-hCR</sub>. PD and diabetes are comorbidities, and abnormal glucose regulation has been reported in &gt;50% of PD patients (<xref rid="b207-ijmm-36-03-0607" ref-type="bibr">207</xref>) perhaps due to altered Asn homeostasis; correspondingly, bipolar disorder treatment outcomes differ for patients with diabetes as compared to normal controls (<xref rid="b208-ijmm-36-03-0607" ref-type="bibr">208</xref>). PD and ALS often occur with dementia (<xref rid="b209-ijmm-36-03-0607" ref-type="bibr">209</xref>,<xref rid="b210-ijmm-36-03-0607" ref-type="bibr">210</xref>); a shared etiology may be responsible, due to altered levels of Asn, perhaps even through complement genes such as <italic>C1QB</italic><sub>3N-hCR</sub> (<xref rid="b211-ijmm-36-03-0607" ref-type="bibr">211</xref>), or the balance between <italic>C1QL2</italic><sub>3N-hCR</sub>, <italic>C1QL3</italic><sub>3N-hCR</sub> (<xref rid="b212-ijmm-36-03-0607" ref-type="bibr">212</xref>) and <italic>BAI2</italic><sub>3N-hCR</sub> and their non N-hCR bearing paralogs: <italic>C1QL1</italic> and <italic>BAI3</italic> (<xref rid="b213-ijmm-36-03-0607" ref-type="bibr">213</xref>).</p>
<p>Multiple genes encoding N-hCR have been linked to neuropsychiatric disorders, PD, aspects of schizophrenia, Alzheimer's disease, mood disorders &#x0005B;<italic>CDH9</italic> (<xref rid="b214-ijmm-36-03-0607" ref-type="bibr">214</xref>), <italic>GTF2I</italic> (<xref rid="b215-ijmm-36-03-0607" ref-type="bibr">215</xref>) and <italic>ALDH6A1</italic>&#x0005D;, neurological dysfunction (<italic>CDKL5</italic> and <italic>TMEM106B</italic>) (<xref rid="b216-ijmm-36-03-0607" ref-type="bibr">216</xref>,<xref rid="b217-ijmm-36-03-0607" ref-type="bibr">217</xref>), breast-cancer &#x0005B;<italic>BRCA2</italic>, <italic>CEACAM5/CEA</italic> (<xref rid="b218-ijmm-36-03-0607" ref-type="bibr">218</xref>), <italic>CYP19A1</italic>/Aromatase (<xref rid="b219-ijmm-36-03-0607" ref-type="bibr">219</xref>), <italic>IRS2</italic>, <italic>CLEC10A</italic> (<xref rid="b220-ijmm-36-03-0607" ref-type="bibr">220</xref>), <italic>LRP6</italic> and <italic>TBC1D5</italic> (<xref rid="b221-ijmm-36-03-0607" ref-type="bibr">221</xref>)&#x0005D;, spinal degeneration (<italic>COIL</italic>, <italic>FBXO38</italic>, <italic>ITGAV</italic>, <italic>ASIC2</italic>, <italic>KIAA1217</italic> and <italic>CHAD</italic>), age of onset of amyotrophic lateral sclerosis (ALS) (<italic>TTLL4</italic> and <italic>LAMA3</italic>) (<xref rid="b222-ijmm-36-03-0607" ref-type="bibr">222</xref>), dementia in ALS (<italic>TMEM106B</italic>) (<xref rid="b223-ijmm-36-03-0607" ref-type="bibr">223</xref>) retinal dystrophy (<italic>TTLL5</italic>) (<xref rid="b224-ijmm-36-03-0607" ref-type="bibr">224</xref>), large artery stoke (<italic>TTLL5</italic> and <italic>PHACTR1</italic>) (<xref rid="b225-ijmm-36-03-0607" ref-type="bibr">225</xref>) decreased bone density in tamoxifen treated women (<italic>LRP4</italic> and <italic>NCOA1</italic>) (<xref rid="b226-ijmm-36-03-0607" ref-type="bibr">226</xref>), ovarian cancer (<italic>TBC1D3</italic> and <italic>TBC1D3F</italic>) (<xref rid="b227-ijmm-36-03-0607" ref-type="bibr">227</xref>) T cell anergy (<italic>GRAIL/RNF128/isf2</italic>) (<xref rid="b228-ijmm-36-03-0607" ref-type="bibr">228</xref>&#x02013;<xref rid="b230-ijmm-36-03-0607" ref-type="bibr">230</xref>), asthma, autoimmune diseases, innate immunity (<xref rid="b231-ijmm-36-03-0607" ref-type="bibr">231</xref>&#x02013;<xref rid="b233-ijmm-36-03-0607" ref-type="bibr">233</xref>) and the link between innate and adaptive immunity (<italic>FCGR2-A, -B, -C</italic>) (<xref rid="b234-ijmm-36-03-0607" ref-type="bibr">234</xref>) suggesting a common etiology of altered Asn homeostasis may need to be considered for some of these conditions.</p>
<p>LRP5, LRP6 and APC are encoded by N-hCR-bearing-genes involved in the Wnt pathway. Rotterlin, which is reported to accelerate the turnover rate of LRP6 (<xref rid="b235-ijmm-36-03-0607" ref-type="bibr">235</xref>) (a Wnt signalling co-receptor) (<xref rid="b236-ijmm-36-03-0607" ref-type="bibr">236</xref>), could be co-administered with ASNase because it may potentially synergize with ASNase to focus the effect of ASNase on LRP6 mediated Wnt signalling (<xref rid="b237-ijmm-36-03-0607" ref-type="bibr">237</xref>). We hypothesize that by preferentially lowering the steady state level of LRP6, the combination of drugs could regulate (<xref rid="b238-ijmm-36-03-0607" ref-type="bibr">238</xref>) bone mass, cancer, cardiovascular health, vision, Alzheimer's and multiple other diseases of aging. Notch and hedgehog signalling are also affected by N-hCR bearing-genes such as <italic>DZIP1</italic>, <italic>MAML2</italic>, <italic>BOC</italic> and <italic>CDON</italic>, and may present attractive targets for drug discovery via small molecules that accelerate turnover of specific proteins encoded by N-hCR bearing-genes, synergistically magnifying the impact of ASNase by altering the replacement rate and perhaps by establishing lowered steady state levels of the targeted protein. There is already a precedent for synergism of prednisolone with ASNase, which occurs by an as yet unknown mechanism. The halflife of WNT signalling complexes and the contribution of DSV to turnover of WNT coreceptors FZD and LRP6 has recently been characterized (<xref rid="b239-ijmm-36-03-0607" ref-type="bibr">239</xref>).</p>
<p>The psychiatric disorders associated with ASNase treatment of adults (<xref rid="b240-ijmm-36-03-0607" ref-type="bibr">240</xref>) have been ascribed to ammonia toxicity and cerebrovascular-accidents (<xref rid="b22-ijmm-36-03-0607" ref-type="bibr">22</xref>,<xref rid="b241-ijmm-36-03-0607" ref-type="bibr">241</xref>,<xref rid="b242-ijmm-36-03-0607" ref-type="bibr">242</xref>). N-hCR-bearing-genes that affect nitrogen metabolism include <italic>CPS1</italic><sub>3N-hCR</sub>, regulating the first committed step of urea-cycle entry, and <italic>SLC6A8</italic><sub>3N-hCR</sub>, a creatine transporter. Impaired translation of either gene could tend to cause ammonia toxicity due to urea cycle dysregulation. Indirect support for a link between elongation rate and altered mental status (<italic>cf</italic>. <italic>KIF3C</italic><sub>4N-hCR</sub>) (<xref rid="b243-ijmm-36-03-0607" ref-type="bibr">243</xref>,<xref rid="b244-ijmm-36-03-0607" ref-type="bibr">244</xref>) comes from computational studies noting that <italic>SHANK-2</italic> and <italic>SHANK-3</italic>, but not <italic>SHANK-1</italic>, demonstrate traditional 'codon-use-bias', suggesting that a translational regulatory mechanism may underly <italic>SHANK</italic> mediated autism spectrum disorders (<xref rid="b245-ijmm-36-03-0607" ref-type="bibr">245</xref>). Since <italic>SHANK</italic> family genes are associated with schizophrenia and <italic>SHANK-1, -2</italic>, and -<italic>3</italic> are associated with autism, <italic>SHANK1</italic>3N-hCR could mediate mental status changes through altered translation rate that could be caused by fluctuations in plasma Asn concentrations.</p>
<p>Adverse neurological outcomes have also been associated with N-hCR-bearing-genes <italic>ANK3</italic>, <italic>IRS2</italic>, <italic>SNCAIP</italic>, <italic>XIRP2</italic>, <italic>PPP1R9A</italic> and <italic>CACNA1-C</italic>. Low plasma Asn, via the 17 N-hCR-bearing-genes listed in <xref rid="f1-ijmm-36-03-0607" ref-type="fig">Fig. 1</xref>, can thus also plausibly be linked to onset of age associated(<xref rid="b251-ijmm-36-03-0607" ref-type="bibr">251</xref>) and <italic>SNCAIP</italic>; dental caries and peridontal disease as a diabetes comorbidity through <italic>TMEM178B</italic> or <italic>ANKRD17</italic> in children (<xref rid="b252-ijmm-36-03-0607" ref-type="bibr">252</xref>,<xref rid="b253-ijmm-36-03-0607" ref-type="bibr">253</xref>); (<italic>cf</italic>. <italic>LRP1B</italic> and periodontitis in adults) (<xref rid="b254-ijmm-36-03-0607" ref-type="bibr">254</xref>). Also affected by <italic>LRP1B</italic> are age at menarche (<xref rid="b255-ijmm-36-03-0607" ref-type="bibr">255</xref>), APOE and fibrinogen binding (<xref rid="b256-ijmm-36-03-0607" ref-type="bibr">256</xref>), protection from cognitive decline in aging (<xref rid="b257-ijmm-36-03-0607" ref-type="bibr">257</xref>) as well as BMI, insulin resistance, optic disc size/area (<italic>cf</italic>. glaucoma), conditional erectile dysfunction in African American men, heart rate and multiple cancers. Deafness (<xref rid="b258-ijmm-36-03-0607" ref-type="bibr">258</xref>,<xref rid="b259-ijmm-36-03-0607" ref-type="bibr">259</xref>) is affected by <italic>XIRP2</italic> (<italic>cf</italic>. <italic>Xeplin</italic>, <italic>PTPRQ</italic>), heroin addiction vulnerability in African Americans (<xref rid="b260-ijmm-36-03-0607" ref-type="bibr">260</xref>) and heart disease by <italic>XIRP2</italic> (<xref rid="b261-ijmm-36-03-0607" ref-type="bibr">261</xref>,<xref rid="b262-ijmm-36-03-0607" ref-type="bibr">262</xref>); heart disease by <italic>PHACTR1</italic> (<xref rid="b263-ijmm-36-03-0607" ref-type="bibr">263</xref>) (<italic>cf</italic>. <italic>LRP6</italic>) and <italic>PPP1R9A</italic> (<italic>cf</italic>. <italic>CHRM-2, -3</italic>) (<xref rid="b264-ijmm-36-03-0607" ref-type="bibr">264</xref>); bone density by <italic>PHACTR1</italic> (<italic>cf</italic>. <italic>LRP4, LRP5</italic>); erythropoesis and quality control of mitochondria by <italic>BNIP3L</italic>; nucleic acid processing by <italic>COIL</italic>, <italic>PAPD5</italic>, <italic>THRAP3</italic>, <italic>MEX3B</italic> and <italic>C1orf86/FAAP20</italic>; and diabetes by <italic>THRAP3</italic> (<italic>cf</italic>. <italic>CHRM3</italic>), <italic>PTPRD</italic> and <italic>IRS2</italic>.</p></sec>
<sec>
<title>BNIP3L and PEG10: cancer and frameshifting</title>
<p>The discussion above has focused on adverse events elicited by ASNase therapy, not the induction of tumor remission. Two N-hCR-bearing-genes, <italic>PEG10</italic> and <italic>BNIP3L</italic>, have transcripts with long N-hCR that are encompassed within their initial two dozen codons. Both <italic>BNIP3L</italic> and <italic>PEG10</italic> are apoptosis-related genes that are candidates for mediation of the cell death that has been observed to follow depletion of Asn either in cell culture (<xref rid="b265-ijmm-36-03-0607" ref-type="bibr">265</xref>) or in pediatric ALL. Multiple other N-hCR-bearing-genes are also potential targets, e.g., <italic>APC</italic>, (<italic>ARID5B</italic>, <italic>IL9R</italic> and <italic>RYR2</italic>) (<xref rid="b266-ijmm-36-03-0607" ref-type="bibr">266</xref>), <italic>JAK2</italic>, <italic>KCNA3</italic> (<xref rid="b145-ijmm-36-03-0607" ref-type="bibr">145</xref>), <italic>UBE2Q2</italic> (<xref rid="b267-ijmm-36-03-0607" ref-type="bibr">267</xref>), <italic>COIL</italic> (<xref rid="b268-ijmm-36-03-0607" ref-type="bibr">268</xref>) or <italic>SMG1</italic><sub>2x3N-hCR</sub> (<xref rid="b269-ijmm-36-03-0607" ref-type="bibr">269</xref>) (a Ser-Thr kinase with homology to <italic>mTOR</italic>). Temperature sensitive mutants of Asn tRNA synthetase undergo cell cycle arrest in early S phase at the nonpermissive temperature, a phenomenon that has been posited to be consistent with the existence a protein required for cell cycle progression that is highly sensitive to the level of charged Asn-tRNA (<xref rid="b270-ijmm-36-03-0607" ref-type="bibr">270</xref>), such as one encoded by an N-hCR-bearing-gene that is eliminated and must be resynthesized once per cell cycle (<italic>cf</italic>. <italic>COIL</italic> above).</p></sec></sec>
<sec sec-type="other">
<title>3. Evidence for and against the model, caveats</title>
<sec>
<title>In vitro translation and in vivo half lifes are consistent with ASNase impaired translocation at N-hCR</title>
<p>ASNase in <italic>E. coli</italic>, as well as in other gram negative bacteria (<italic>Salmonella</italic>, <italic>Klebsiella</italic>) (<xref rid="b271-ijmm-36-03-0607" ref-type="bibr">271</xref>), is encoded by two independent genes <italic>AsnA</italic> and <italic>AsnB</italic>. The <italic>AsnB</italic> product is periplasmic and is the therapeutic enzyme whereas the <italic>AsnA</italic> product is a cytoplasmic enzyme with a lower K<italic><sub>m</sub></italic> (<xref rid="b272-ijmm-36-03-0607" ref-type="bibr">272</xref>). Studies of a cytostatic factor produced by <italic>Salmonella</italic> led to its isolation and identification as ASNase, virtually identical to the <italic>AsnB</italic> product of <italic>E. coli</italic>. When added to <italic>in vitro</italic> translation extracts, it inhibited protein synthesis (<xref rid="b16-ijmm-36-03-0607" ref-type="bibr">16</xref>). To determine how it inhibited protein synthesis, i.e. if it simply depleted the levels of asparaginylated tRNAs available for translation, or if the process was more complicated (<xref rid="b273-ijmm-36-03-0607" ref-type="bibr">273</xref>,<xref rid="b274-ijmm-36-03-0607" ref-type="bibr">274</xref>) <italic>in vitro</italic> translation experiments (unpublished data) were performed with defined templates containing Asn codons at predetermined sites. T7 RNA polymerase was used to generate transcripts that were either devoid of Asn codons or contained one, two, five or 23 Asn codons between the N- and C-terminal segments of a bipartite hybrid protein composed of two human genes with no Asn codons. The N-terminal portion was derived from <italic>TCL1A</italic>, and the C-terminal portion was derived from <italic>CKS2</italic>. The central, intragenic N-hCR was, on occasion, substituted by the programmed ribosomal frameshifting (PRF) region from <italic>PEG10</italic> which contains an Asn (AAC) codon at the frameshifting site. The resulting <italic>in vitro</italic> transcripts were translated in rabbit reticulocyte cell free lysates with isotopically labelled <sup>35</sup>S-methionine and the products were analyzed by sodium dodecyl sulfate (SDS)-polyacrylamide gel electrophoresis followed by autoradiography. This template gave extremely clean IVT results without the partial products seen with other templates such as <italic>PEG10</italic> or gaussia luciferase. It was determined, with some appropriate control experiments, that there were quantities of ASNase that could be added to the translation mix to create different ratios of partial to full length products which could reflect relative degrees of pausing at the different poly Asn regions of length zero, one, two, five and 23 codons. Free Asn could subsequently be added back to the depleted reaction mix to 'chase', to a first approximation, the short 'TCL1A' proteins into longer, hybrid, 'TCL1A/CKS2' proteins. Conditions were also established in which the relative efficiency of frameshifting at the Asn codon of the PRF site of PEG10 was affected by exogenous ASNase added to the <italic>in vitro</italic> translation reaction, but this result was far less compelling than the effect of ASNase on translocation at N-hCR.</p>
<p>We have seen full length translation of templates devoid of Asn codons under conditions of exogenously added ASNase, but in templates containing Asn codons, translated under identical conditions, we observe translation that extends to the N-hCR. Thus we suggest that depletion of Asn-ylated tRNA is likely to be the underlying cause of inhibition of synthesis seen previously by use of random, mixed templates for characterizing the inhibition, by <italic>Salmonella</italic> ASNase, of <italic>in vitro</italic> translation reactions (<xref rid="b16-ijmm-36-03-0607" ref-type="bibr">16</xref>). There were also unanticipated findings suggesting that frameshifting efficiency may depend on the number of Asn codons in an artificial N-hCR that was inserted a dozen codons upstream of the <italic>PEG10</italic> frameshifting site. We have not characterised the behavior of deamidated Asn-tRNA<sup>Asn</sup> which could incorporate Asp residues at Asn codons were it not edited and removed by a proofreading complex.</p></sec>
<sec>
<title>Differences in response to ASNase administration in children and adults, a recent gene family expansion</title>
<p>There are differences in response to ASNase between children and adults. They are most obvious in the ALL tumor remission response, as well as in the type of glycemic dysregulation: periphiral vs. central loss of responsiveness. In the pediatric patients, the hyperglycemia is insulin reversible, insulin is absent from circulation following an ASNase therapeutic regimen that includes steroid hormones similar to prednisolone, and it is likely that central control over insulin synthesis or release may be deficient. In the metabolomic studies of diabetic adults, Fasting Insulin levels are high, and IRS2 mediated peripheral signalling may be deficient. In addition, the unacceptable neurovascular complications (fugue state, cerebrovascular accidents) in adults compared to children underscores the difference between the physiology of children and adults.</p>
<p>The evolutionarily recent duplication of the <italic>TBC1D3</italic><sub>3N-hCR</sub> gene of hominids, and the expansion, and perhaps positive selection in humans, of eight members of this N-hCR bearing-gene family (<xref rid="b275-ijmm-36-03-0607" ref-type="bibr">275</xref>), suggests that these oncogenes (associated with ovarian cancer) (<xref rid="b227-ijmm-36-03-0607" ref-type="bibr">227</xref>) whose turnover is regulated by palmitoylation (<xref rid="b276-ijmm-36-03-0607" ref-type="bibr">276</xref>), may control vesicle fusion by nonca-nonical regulation of RAB GTP exchange (<xref rid="b277-ijmm-36-03-0607" ref-type="bibr">277</xref>), perhaps in association with Rab5 (<xref rid="b278-ijmm-36-03-0607" ref-type="bibr">278</xref>) &#x0005B;<italic>cf</italic>. TBC1D5 with Rab7 (<xref rid="b279-ijmm-36-03-0607" ref-type="bibr">279</xref>) or autophagy with ATG-8 (<xref rid="b280-ijmm-36-03-0607" ref-type="bibr">280</xref>) or ATG-9 (<xref rid="b280-ijmm-36-03-0607" ref-type="bibr">280</xref>)&#x0005D;. <italic>TBC1D3</italic> is involved in pinocytosis with ARF6 (<xref rid="b281-ijmm-36-03-0607" ref-type="bibr">281</xref>), affects epidermal growth factor receptor (EGFR) signalling by altering microtubule dynamics (<xref rid="b282-ijmm-36-03-0607" ref-type="bibr">282</xref>) and can influence insulin signalling (<xref rid="b280-ijmm-36-03-0607" ref-type="bibr">280</xref>) by regulating IRS1 degradation (284 <italic>cf</italic>. 285). These genes could also potentially regulate insulin or amino acid release from vesicular or lysosomal storage (<xref rid="b286-ijmm-36-03-0607" ref-type="bibr">286</xref>).</p></sec>
<sec>
<title>AAC codons; intrinsically disordered protein assemblies</title>
<p>Most of the poly Asn codon runs reported here consist of the two isoaccepter codons AAT and AAC used in about equal frequency with a slight bias towards homopolymeric runs of AAC. In the gene <italic>IRS2</italic><sub>8N-hCR</sub>, from human, zebrafish, elephant-shark, frog, python and falcon, AAC is used exclusively in N-hCR runs of varying length and distance from the initiator methionine, suggesting that if regulation is not restricted only to the AAC isoacceptor species, perhaps there is a further, structural, component to this phenomenon &#x0005B;CAG homocopolymers encoding poly Q repeats can form triple stranded structures (<xref rid="b287-ijmm-36-03-0607" ref-type="bibr">287</xref>), RNA sequences enriched in AAT motifs can be labile (<xref rid="b288-ijmm-36-03-0607" ref-type="bibr">288</xref>)&#x0005D;. Interestingly, <italic>PEG10</italic>7<sub>N-hCR</sub> and <italic>BNIP3L</italic><sub>5N-hCR</sub> employ AAC codons exclusively in human and mouse (<italic>PEG10</italic>), or in human, mouse, rat, lizard, ~frog and chicken (<italic>BNIP3L</italic>), indicating that the two isoacceptor tRNAs may indeed be differentially regulated.</p>
<p>N-hCR-bearing-genes encode proteins that engage in networks whose equilibria may be affected by elongation rate, e.g. <italic>PPP1R9A</italic><sub>5Nx2-hCR</sub>, unique among the 17 genes of <xref rid="f1-ijmm-36-03-0607" ref-type="fig">Fig. 1</xref> because of two separate N-hCR, encodes neurabin, the intrinsically disordered regions (<xref rid="b289-ijmm-36-03-0607" ref-type="bibr">289</xref>) of which become conformationally restricted in regulatory complexes with PP1 (<xref rid="b290-ijmm-36-03-0607" ref-type="bibr">290</xref>), and which is implicated in neurite formation (<xref rid="b291-ijmm-36-03-0607" ref-type="bibr">291</xref>), neuroprotection against seizures (<xref rid="b292-ijmm-36-03-0607" ref-type="bibr">292</xref>), mood disorders (<xref rid="b293-ijmm-36-03-0607" ref-type="bibr">293</xref>), hippocampal plasticity (<xref rid="b294-ijmm-36-03-0607" ref-type="bibr">294</xref>), long term depression (<xref rid="b295-ijmm-36-03-0607" ref-type="bibr">295</xref>), dopamine mediated plasticity (<xref rid="b296-ijmm-36-03-0607" ref-type="bibr">296</xref>), contextual fear memory (<xref rid="b297-ijmm-36-03-0607" ref-type="bibr">297</xref>), hepatosplenic lymphoma (<xref rid="b298-ijmm-36-03-0607" ref-type="bibr">298</xref>) and regulation of G protein coupled receptor (GPCR) signalling (<xref rid="b250-ijmm-36-03-0607" ref-type="bibr">250</xref>). A key unstructured UBZ domain of Fanconi's anemia gene <italic>FAAP20</italic> can form a highly structured &#x003B1; helix upon ubiquitin binding; this domain is interrupted by a 5N-hCR in certain variant isoforms. The 2N-hCR of TP53 is similarly located: adjacent to a pair of transactivation domains (TADs) that gain structure upon ligand binding (<xref rid="b299-ijmm-36-03-0607" ref-type="bibr">299</xref>,<xref rid="b300-ijmm-36-03-0607" ref-type="bibr">300</xref>). The N-hCR of <italic>TRPM-6</italic> and -<italic>7</italic> interrupt their &#x003B1; kinase domain. Modulating translation rate by varying Asn concentration, while synthesising these proteins, could allow modulation of the protein assemblies in which these proteins participate.</p></sec>
<sec>
<title>Caveats, Asn residues can be post-translationally modified; interspecies N-hCR length variation and inflammation</title>
<p>In this survey of other potential roles for the conserved poly Asn regions in proteins, we note that they also act as sites of post-translational modification to regulate protein activity by glycosylation or deamination or &#x0005B;cleavage, by Asparaginyl endopeptidases (<xref rid="b301-ijmm-36-03-0607" ref-type="bibr">301</xref>) (<italic>cf</italic>. Taspase1, an ASNase gene family member) (<xref rid="b302-ijmm-36-03-0607" ref-type="bibr">302</xref>)&#x0005D;. The 4N-hCR of CFTR, differing in length between human, mouse and pig, encodes a conformationally dynamic regulatory insertion (<xref rid="b303-ijmm-36-03-0607" ref-type="bibr">303</xref>) that may gate access to the ATP binding site (<xref rid="b304-ijmm-36-03-0607" ref-type="bibr">304</xref>). A similarly unstructured loop in Bcl-xL undergoes deamination (<xref rid="b305-ijmm-36-03-0607" ref-type="bibr">305</xref>,<xref rid="b306-ijmm-36-03-0607" ref-type="bibr">306</xref>), as does an Asn residue pair between the TADs of TP53 (<xref rid="b307-ijmm-36-03-0607" ref-type="bibr">307</xref>), a region unstructured until bound to MDM2 (<xref rid="b308-ijmm-36-03-0607" ref-type="bibr">308</xref>,<xref rid="b309-ijmm-36-03-0607" ref-type="bibr">309</xref>). The 2N-hCR of TP53 differs in length between rats, mice and humans. N-hCR length variation in N-hCR-bearing-genes can correlate with disease severity in animal models of human inflamation. For example the pig model of CF more closely reflects the physiology of the human disorder, in comparison to the mouse model (<xref rid="b310-ijmm-36-03-0607" ref-type="bibr">310</xref>) perhaps because, as with TP53, the length of the poly Asn region in pig more closely resembles that of human rather than mouse. Also, in <italic>P. aeruginosa</italic>-induced bacteremic shock, TXNIP exacerbates septic shock associated with bacteremia in a mouse model (<xref rid="b92-ijmm-36-03-0607" ref-type="bibr">92</xref>). TXNIP of mouse has an identically situated, but longer poly Asn region (8N-hCR) than human and most other nonrodent mammals (3N-hCR), perhaps enabling greater redox level changes in response to Asn level variation. These examples may reflect divergent evolutionary choices in inflammatory and pathogen response strategies that may partially explain the reported differences between human and rodent models of inflammation (<xref rid="b311-ijmm-36-03-0607" ref-type="bibr">311</xref>,<xref rid="b312-ijmm-36-03-0607" ref-type="bibr">312</xref>) and IRS2 genetic associations (<xref rid="b72-ijmm-36-03-0607" ref-type="bibr">72</xref>). Altered electrophoretic mobility, a hallmark of some deamination events, indicates that post-translational modification may even occur at the poly Asn region of IRS (<xref rid="b281-ijmm-36-03-0607" ref-type="bibr">281</xref>). Deletion analysis of the N-terminal poly Asn containing region of <italic>BNP3L/B5/NIX</italic> suggests that it masks apoptosis inducing function (<xref rid="b313-ijmm-36-03-0607" ref-type="bibr">313</xref>,<xref rid="b314-ijmm-36-03-0607" ref-type="bibr">314</xref>). Regarding self association and aggregation at poly Asn regions, Perutz stated that it is unlikely that poly Asn repeats can form polar zippers of the kind formed by poly Gln repeats (<xref rid="b315-ijmm-36-03-0607" ref-type="bibr">315</xref>), but see (<xref rid="b316-ijmm-36-03-0607" ref-type="bibr">316</xref>). hCR may be tolerated at intrinsically disordered regions of proteins (<xref rid="b317-ijmm-36-03-0607" ref-type="bibr">317</xref>) where proteins could accommodate hCR expansion in their genes (<xref rid="b318-ijmm-36-03-0607" ref-type="bibr">318</xref>). An alternative explanation for the action of ASNase: NH3 generated by ASNase may act as a gaseous reactive signalling molecule, akin to NO, CO or SH2, to modify protein structure and function (<xref rid="b319-ijmm-36-03-0607" ref-type="bibr">319</xref>).</p></sec></sec>
<sec sec-type="other">
<title>4. Biochemistry of amino acid activation, genome-wide association studies</title>
<p>At least five different human tRNA synthetases can serve as autoantigens in inflammatory responses (<xref rid="b320-ijmm-36-03-0607" ref-type="bibr">320</xref>). Human tRNA synthetases AsnRS and HisRS both serve as chemoattractants (<xref rid="b321-ijmm-36-03-0607" ref-type="bibr">321</xref>), ligands for cell surface proteins CCR5 and CCR3 respectively (<xref rid="b322-ijmm-36-03-0607" ref-type="bibr">322</xref>). AsnRS protein levels are upregulated by almost three orders of magnitude in a model of preosteoblast cell proliferation driven by FGF2 (<xref rid="b323-ijmm-36-03-0607" ref-type="bibr">323</xref>). Filarial AsnRS, in contrast to human AsnRS, serves as a ligand for CXCR1 and CXCR2 and is chemotactic for neutrophils and eosinophils, with a terminal subdomain that serves as a ligand for human IL8 receptor (<xref rid="b324-ijmm-36-03-0607" ref-type="bibr">324</xref>). The link between inflammatory responses and Asn tRNA synthetases remains an open question.</p>
<p>Leu contributes to formation of mTOR1C, a biochemical complex that regulates cell cycle (<xref rid="b325-ijmm-36-03-0607" ref-type="bibr">325</xref>) in conjunction with other amino acids (<xref rid="b326-ijmm-36-03-0607" ref-type="bibr">326</xref>,<xref rid="b327-ijmm-36-03-0607" ref-type="bibr">327</xref>) including Arg (<xref rid="b328-ijmm-36-03-0607" ref-type="bibr">328</xref>,<xref rid="b329-ijmm-36-03-0607" ref-type="bibr">329</xref>) and Gln (<xref rid="b105-ijmm-36-03-0607" ref-type="bibr">105</xref>,<xref rid="b330-ijmm-36-03-0607" ref-type="bibr">330</xref>&#x02013;<xref rid="b332-ijmm-36-03-0607" ref-type="bibr">332</xref>). In a related experimental paradigm, apoptosis induced by Gln withdrawal, Asn, instead of Gln may actually be the effector molecule whose withdrawal is sensed (<xref rid="b267-ijmm-36-03-0607" ref-type="bibr">267</xref>). A biochemical mechanism for sensing Asn levels, required either to trigger apoptosis, or to advance through S phase of the cell cycle, perhaps mediated by AsnRS, and not involving ribosomes may yet be discovered, but even if such a mechanism were to exist, translational inhibition at N-hCR would still remain a most parsimonious explanation for the myriad clinical side-effects of ASNase treatment. Poly Asn (<xref rid="b2-ijmm-36-03-0607" ref-type="bibr">2</xref>) and poly Leu (<xref rid="b100-ijmm-36-03-0607" ref-type="bibr">100</xref>) codon repeats (N-hCR and L-hCR) appear in a biased manner in mammalian genomes; this bias may be related to metabolomic differences in the levels of Asn (<xref rid="b23-ijmm-36-03-0607" ref-type="bibr">23</xref>,<xref rid="b28-ijmm-36-03-0607" ref-type="bibr">28</xref>) and Leu (<xref rid="b333-ijmm-36-03-0607" ref-type="bibr">333</xref>) between normal and diabetic patients as we have discussed for the case of Asn in this study, and as may be the case for Leu (<italic>cf</italic>. L-hCR length polymorphisms and diabetic nephropathy in <italic>CNDP1</italic> (<xref rid="b107-ijmm-36-03-0607" ref-type="bibr">107</xref>,<xref rid="b108-ijmm-36-03-0607" ref-type="bibr">108</xref>). mTORC1 activation is the orthodox pathway for understanding how altered amino acid levels exert metabolic control. This study has examined an alternative hypothesis, of the potential for amino acid fluctuations to control translation rate, to thereby effect a different measure of metabolic control by reshaping the composition of the proteome.</p>
<sec>
<title>Genome-wide association studies (GWAS)</title>
<p>GWAS have met limited success (<xref rid="b190-ijmm-36-03-0607" ref-type="bibr">190</xref>,<xref rid="b334-ijmm-36-03-0607" ref-type="bibr">334</xref>&#x02013;<xref rid="b336-ijmm-36-03-0607" ref-type="bibr">336</xref>). The contribution of the environment to gene expression is particularly difficult to quantify but it may explain the missing heritability problem (<xref rid="b337-ijmm-36-03-0607" ref-type="bibr">337</xref>). The biomic environment has a significant impact on gene expression, and part of its function could be to alter levels of plasma amino acids that may ultimately be reflected in intracellular amino acid level variation and alterations in translation rates within those cells. If the genomic bias in N-hCR use is a harbinger of a broad effect of inhibited translation due to Asn level variation, then GWAS screens for common disorders may reveal N-hCR-bearing-genes that could be influenced by constituents of the biome that alter Asn concentrations and could contribute to metabolism, aging and complex diseases.</p>
<p>GWAS of five major psychiatric illnesses implicates four N-hCR-bearing-genes (<xref rid="b338-ijmm-36-03-0607" ref-type="bibr">338</xref>). Most prominent is <italic>ANK3</italic> (one of the top 17 N-hCR-bearing-genes) (<italic>cf</italic>. <xref rid="f1-ijmm-36-03-0607" ref-type="fig">Fig. 1</xref>) as well as <italic>CACNA1C</italic>, <italic>ZFPM2</italic> and <italic>NTRK3</italic>. <italic>NTRK3</italic> can be related, through a neuronal cell death mechanism (<xref rid="b339-ijmm-36-03-0607" ref-type="bibr">339</xref>), to <italic>mBEX3</italic> (<xref rid="b340-ijmm-36-03-0607" ref-type="bibr">340</xref>), a murine gene that bears a long N-hCR. <italic>NTRK3</italic> is associated with Gaucher's disease, PD (<xref rid="b341-ijmm-36-03-0607" ref-type="bibr">341</xref>,<xref rid="b342-ijmm-36-03-0607" ref-type="bibr">342</xref>), multiple cancers (<xref rid="b343-ijmm-36-03-0607" ref-type="bibr">343</xref>&#x02013;<xref rid="b347-ijmm-36-03-0607" ref-type="bibr">347</xref>) leukemia (<xref rid="b348-ijmm-36-03-0607" ref-type="bibr">348</xref>), and is an entry receptor for trypanosomes (<xref rid="b349-ijmm-36-03-0607" ref-type="bibr">349</xref>) (<italic>cf</italic>. <italic>APOL1, PTPRD, PHACTR1</italic>) (<xref rid="b350-ijmm-36-03-0607" ref-type="bibr">350</xref>). Asn level variation may affect all of these processes. In a GWAS of seven common diseases, hypertension was most closely associated with two linked N-hCR-bearing-genes, <italic>RYR2</italic> and <italic>CHRM3</italic>. <italic>RYR2</italic> is involved with heart disease (<xref rid="b351-ijmm-36-03-0607" ref-type="bibr">351</xref>) and associated with lipid levels (<xref rid="b352-ijmm-36-03-0607" ref-type="bibr">352</xref>) and ALL (<xref rid="b266-ijmm-36-03-0607" ref-type="bibr">266</xref>), <italic>CHRM3</italic><sub>3N-hCR</sub> is associated with response to an antidiabetic drug in African Americans (<xref rid="b353-ijmm-36-03-0607" ref-type="bibr">353</xref>) (<italic>cf</italic>. <italic>CHRM2</italic><sub>4N-hCR</sub> associated with metabolic syndrome) (<xref rid="b354-ijmm-36-03-0607" ref-type="bibr">354</xref>). Another of the seven common diseases, Crohn's disease, was quite significantly associated with an N-hCR-bearing-gene, <italic>IL23R</italic> (<xref rid="b355-ijmm-36-03-0607" ref-type="bibr">355</xref>). <italic>IL23R</italic> is also associated with psoriasis, diabetes (<xref rid="b356-ijmm-36-03-0607" ref-type="bibr">356</xref>), CAD, Behcet's disease, ankylosing spondylitis (<xref rid="b357-ijmm-36-03-0607" ref-type="bibr">357</xref>&#x02013;<xref rid="b359-ijmm-36-03-0607" ref-type="bibr">359</xref>) and leprosy (<xref rid="b360-ijmm-36-03-0607" ref-type="bibr">360</xref>).</p>
<p>A GWAS of ALL shows that it is affected by at least two other N-hCR-bearing-genes, in addition to <italic>RYR2</italic> (noted above): <italic>IL9R</italic> (<xref rid="b361-ijmm-36-03-0607" ref-type="bibr">361</xref>) and <italic>ARID5B</italic> (<italic>cf</italic>. <italic>KCNA3</italic>) (<xref rid="b145-ijmm-36-03-0607" ref-type="bibr">145</xref>). <italic>IL9R</italic> shares a common &#x003B3; subunit with other interleukin receptors) (<xref rid="b362-ijmm-36-03-0607" ref-type="bibr">362</xref>) <italic>IL9R</italic> has a 4N-hCR that is absent from all mammals except <italic>Pan</italic> &#x0005B;<italic>cf</italic>. <italic>APOL1</italic> which lacks 3N-hCR in all mammals except <italic>Gorilla</italic> (2N in <italic>Pongo</italic>)&#x0005D;. <italic>ARID5B</italic> encodes part of a histone lysine demethylase complex (<xref rid="b363-ijmm-36-03-0607" ref-type="bibr">363</xref>) and is not only genetically associated with ALL (<xref rid="b266-ijmm-36-03-0607" ref-type="bibr">266</xref>,<xref rid="b364-ijmm-36-03-0607" ref-type="bibr">364</xref>&#x02013;<xref rid="b369-ijmm-36-03-0607" ref-type="bibr">369</xref>) but is also associated with corneal changes (<xref rid="b370-ijmm-36-03-0607" ref-type="bibr">370</xref>), low birth weight (<xref rid="b371-ijmm-36-03-0607" ref-type="bibr">371</xref>), diastolic blood pressure (<xref rid="b372-ijmm-36-03-0607" ref-type="bibr">372</xref>) rheumatoid arthritis (<xref rid="b373-ijmm-36-03-0607" ref-type="bibr">373</xref>), response to haloperidol (<xref rid="b374-ijmm-36-03-0607" ref-type="bibr">374</xref>) (an anti-psychotic medication), systemic lupus erythematosus (SLE) (<xref rid="b375-ijmm-36-03-0607" ref-type="bibr">375</xref>), lipid balance (<xref rid="b376-ijmm-36-03-0607" ref-type="bibr">376</xref>) and triglyceride metabolism in mouse adipocytes (<xref rid="b377-ijmm-36-03-0607" ref-type="bibr">377</xref>), as well as, in humans, T2DM (<xref rid="b378-ijmm-36-03-0607" ref-type="bibr">378</xref>). The contribution of ASNase to these conditions, especially to ALL, potentially by altered translation at the N-hCR of <italic>ARID5B</italic> warrants further investigation (<xref rid="b379-ijmm-36-03-0607" ref-type="bibr">379</xref>).</p>
<p>We propose that the impaired translation which has been described above be termed the 'translational N-hamper effect' because there is nothing intrinsically impaired about a protein polymerization reaction in which one of the required components, activated Asn tRNA, is ratelimiting for the translocation reaction on the template mRNA. The verb of choice for slowed translocation could just as well have been cumbered movement instead of hampered movement. If the argument was first made for Gln, the Q-cumber effect could have encompassed this hypothetical phenomenon.</p>
<p>The 'translational N-hamper effect' is a mechanism whereby protein expression is modulated by coupling fluctuations in appropriate aminoacylated-tRNA availability to ribosome translocation rates at corresponding hCR. Thus, ribosome movement could pause at hCR which would serve as punctuation marks to allow relative intracellular amino acid pool sizes to influence mRNA decoding and protein synthesis. Amino acid level fluctuation could potentially affect: mRNA halflife and accessibility to regulatory complexes, ribosome frameshifting efficiency, initiation rate and formation of stable translation complexes, and elongation rate and vestibule residence time to affect steady state levels of these proteins and of higher order structures in which they participate.</p>
<p>Our model holds that Asn level reductions, such as those accompanying the administration of ASNase, cause impaired translation of N-hCR-bearing-genes to precipitate metabolic, vascular, immunological and neurological disorders and contends that this could result in insulin desensitization, impaired insulin release and, ultimately, diabetes. Thus the microbiome, by endogenously generating ASNase, could cotranslationally regulate a constellation of N-hCR-bearing-genes to initiate complex disease pathologies.</p></sec></sec></body>
<back>
<ack>
<title>Acknowledgments</title>
<p>I thank B. Seed (MGH) for support; F. Baas (AMC, NL), R. Movva (Basle, CH), W. Summers (Yale), T. Enoch (Berkeley, ZC), J. Broome (New Lebanon, NY), E. Fritch (DFCI) and G. Enikolopov (CSH) for encouragement and discussions; G.E. and B.S. for critical editorial advice. P. Mason (MGH) for help with database searches and Lin Sun and members of the Seed lab for help with <italic>in vitro</italic> translation experiments.</p></ack>
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<floats-group>
<fig id="f1-ijmm-36-03-0607" position="float">
<label>Figure 1</label>
<caption>
<p>Asn homopolymeric coding regions (N-hCR)-bearing-genes from 8N-hCR to 5N-hCR. The 17 human genes with N-hCR of length greater than five. Human genes are grouped by N-hCR length. Rows list genes, labelled on the left and grouped by N-hCR length in descending order from insulin-receptor-substrate 2 (<italic>IRS2</italic>) with 8N-hCR. Columns of colored panels suggest (manually annotated) functional categories: purple, fiabetes and metabolism; yellow, membrane and mitochondria; blue, neuro; pink, cancer and immunity; grey, cardiovascular, blood and bone; green, DNA/RNA. Karlin <italic>et al</italic> (<xref rid="b1-ijmm-36-03-0607" ref-type="bibr">1</xref>) have speculated that N-hCR shorter than five in length would arise by chance. However, Kriel and Kriel (<xref rid="b2-ijmm-36-03-0607" ref-type="bibr">2</xref>) demonstrates that the statistical difference between mammals and nonmammals continues to hold at least down to 3N-hCR. The cutoff threshold of significance would then reduce to 2N-hCR, and to the definition of a transcription unit, <italic>cf</italic>. <italic>VEZF1</italic>, which has multiple cDNAs defining infrequently used exons. N.B. Adjacent, potentially cojoined (<xref rid="b380-ijmm-36-03-0607" ref-type="bibr">380</xref>) genes are used to categorize <italic>PAPPA-AS1</italic> and <italic>ALS2CR11</italic>. Like the <italic>PAPPA</italic> locus, the <italic>MEPC2</italic> locus also has an N-hCR bearing antisense transcript, with a 7N-hCR (AF361491); The metabolic disease and retinal development associated gene <italic>SIX3</italic> has an antisense N-hCR bearing transcript in human <italic>SIX3-AS1</italic> (NR_1037686.1) and mouse <italic>SIX3-OS1</italic> (NR_038083.1). SNP rs16882396 marks the association of periodontal disease with <italic>TMEM178B</italic>. The 49 genes with 4N-hCR are: <italic>ACACA, ACACB, AGBL2, BAI2, BMPR2, C2orf61, CD9, CFTR, CHRM2, CNOT10, EOMES, EPPIN, EPPIN-WFDC6, EVI2A, FAM193A, FRS3, GTF2I, IL9R, KIAA1841, KIF3C, KLF17, LEMD3, LRP6, MAML2, MYRF, NCOA1, PARP3, PEAK1, PPP1R13B, RNF103, SH3D19, SI, SLIT1, SLIT2, SLIT3, SNAP91, TAB2, TAB3, TAX1BP1, TEC, TMEM57, TOX3, TRPM6, TRPM7, TTC8, TTLL5, UBE4A, ZXDA, ZXDB</italic> Unorthodox human proteins deserving closer attention are from unusual cDNAs: <italic>Map3K2</italic><sub>4N-hCR</sub> AAH65755.1; <italic>TCR&#x003B1;</italic><sub>5N-hCR</sub> AIE11180.1; <italic>V&#x003BA;</italic><sub>5N-hCR</sub> AAO11865; and <italic>V&#x003BB;</italic><sub>4N-hCR</sub> AAD29331.1. The germline V regions of immunoglobulin (Ig) &#x003BB; as well as T cell receptor AlphaJ regions are represented in <xref rid="tI-ijmm-36-03-0607" ref-type="table">Table I</xref> as 3N-hCR. However, there are rearranged cDNAs encoding for up to 5N-hCR in some hypervariable regions (HVR) that do not appear in the germline N-hCR (used for assigning length of N-hCR when classifying these genes). It is unclear what benefits, if any, could accrue to an Ig synthesized and, potentially, folded at a rate regulated by Asn levels at N-hCR. An arbitrary list of genes that may respond to fluctuations in other amino acids include <italic>CNDP1, CYP21A2, SELT, SELM</italic> (L-hCR); <italic>CACNA1D</italic> (M-hCR); <italic>HSD11B1</italic> (Y-hCR); <italic>NR4A3</italic> (H-hCR); <italic>TAF9, URI1, ASPN, EFTUD2, GLTSCR1L, THBS4</italic> (D-hCR); <italic>HRC</italic> (D-, E-, H-hCR); <italic>ATAD2</italic> (S-, D-hCR); <italic>EIF5B</italic> (K-, D-, E-hCR); <italic>KCNMA1, MAP3K1, CXXC4, WDR26, TNRC18, SRRM2</italic> (S-, T-, G-hCR); <italic>CACNA1A</italic> (H, N, Q-hCR); <italic>POU4F2</italic> (M-, G-, H-, S-hCR); <italic>POU3F2</italic> (G-, H-, Q-hCR); <italic>SKIDA1</italic> (H-, E-, A-hCR); <italic>USP34</italic> (H-, N-hCR); <italic>ATXN1, ATXN2, ATXN3, ATXN7, AR, KMT2D, KMT2C, MAMC2, MAML3, FOXP2, ARID1A, ARID1B, ARID3B MED12, MED15, NCOA3, NCOA6, IRF2BPL, VEZF1, ABCF1</italic> and <italic>HTT</italic> (Q-hCR). The hCR appear in proteins from the NCBI homologene (<xref rid="b381-ijmm-36-03-0607" ref-type="bibr">381</xref>) database.</p></caption>
<graphic xlink:href="IJMM-36-03-0607-g00.tif"/></fig>
<table-wrap id="tI-ijmm-36-03-0607" position="float">
<label>Table I</label>
<caption>
<p>Alphabetical listing of 765 human genes 3N-hCR and higher (&gt;3N-hCR).</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left"><italic>A2M</italic></th>
<th valign="top" align="left"><italic>ATP6V1C1</italic></th>
<th valign="top" align="left"><italic>CES2</italic></th>
<th valign="top" align="left"><italic>DNAH1</italic></th>
<th valign="top" align="left"><italic>FSIP2</italic></th>
<th valign="top" align="left"><italic>KHDRBS2</italic></th>
<th valign="top" align="left"><italic>LY75</italic></th></tr></thead>
<tbody>
<tr>
<td valign="top" align="left"><italic>AATK</italic></td>
<td valign="top" align="left"><italic>BAG5</italic></td>
<td valign="top" align="left"><italic>CFAP45</italic></td>
<td valign="top" align="left"><italic>DNAH6</italic></td>
<td valign="top" align="left"><italic>FSTL3</italic></td>
<td valign="top" align="left"><italic>KIAA0232</italic></td>
<td valign="top" align="left"><italic>LYST</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ACACA</italic></td>
<td valign="top" align="left"><italic>BAG6</italic></td>
<td valign="top" align="left"><italic>CFAP54</italic></td>
<td valign="top" align="left"><italic>DNAJB11</italic></td>
<td valign="top" align="left"><italic>G3BP1</italic></td>
<td valign="top" align="left"><italic>KIAA1024L</italic></td>
<td valign="top" align="left"><italic>MALT1</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ACACB</italic></td>
<td valign="top" align="left"><italic>BAI2</italic></td>
<td valign="top" align="left"><italic>CFTR</italic></td>
<td valign="top" align="left"><italic>DNAL4</italic></td>
<td valign="top" align="left"><italic>GABBR1</italic></td>
<td valign="top" align="left"><italic>KIAA1107</italic></td>
<td valign="top" align="left"><italic>MAML2</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ACAN</italic></td>
<td valign="top" align="left"><italic>BCAS1</italic></td>
<td valign="top" align="left"><italic>CGRRF1</italic></td>
<td valign="top" align="left"><italic>DNM1L</italic></td>
<td valign="top" align="left"><italic>GBP6</italic></td>
<td valign="top" align="left"><italic>KIAA1210</italic></td>
<td valign="top" align="left"><italic>MAP7</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ACSBG2</italic></td>
<td valign="top" align="left"><italic>BCAS3</italic></td>
<td valign="top" align="left"><italic>CHAD</italic></td>
<td valign="top" align="left"><italic>DNMT3A</italic></td>
<td valign="top" align="left"><italic>GCLC</italic></td>
<td valign="top" align="left"><italic>KIAA1217</italic></td>
<td valign="top" align="left"><italic>MAPK8IP2</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ADAM10</italic></td>
<td valign="top" align="left"><italic>BIN2</italic></td>
<td valign="top" align="left"><italic>CHD7</italic></td>
<td valign="top" align="left"><italic>DNTTIP2</italic></td>
<td valign="top" align="left"><italic>GDPD1</italic></td>
<td valign="top" align="left"><italic>KIAA1549L</italic></td>
<td valign="top" align="left"><italic>MAPRE2</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ADAM19</italic></td>
<td valign="top" align="left"><italic>BIRC6</italic></td>
<td valign="top" align="left"><italic>CHEK2</italic></td>
<td valign="top" align="left"><italic>DOCK4</italic></td>
<td valign="top" align="left"><italic>GGA1</italic></td>
<td valign="top" align="left"><italic>KIAA1586</italic></td>
<td valign="top" align="left"><italic>MARCH1</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ADAM30</italic></td>
<td valign="top" align="left"><italic>BMPR2</italic></td>
<td valign="top" align="left"><italic>CHFR</italic></td>
<td valign="top" align="left"><italic>DRD1</italic></td>
<td valign="top" align="left"><italic>GGA3</italic></td>
<td valign="top" align="left"><italic>KIAA1671</italic></td>
<td valign="top" align="left"><italic>MARCH6</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ADCY8</italic></td>
<td valign="top" align="left"><bold><italic>BNIP3L</italic></bold></td>
<td valign="top" align="left"><italic>CHRM2</italic></td>
<td valign="top" align="left"><italic>DSCAM</italic></td>
<td valign="top" align="left"><italic>GIN1</italic></td>
<td valign="top" align="left"><italic>KIAA1841</italic></td>
<td valign="top" align="left"><italic>MASP1</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ADCY9</italic></td>
<td valign="top" align="left"><italic>BOC</italic></td>
<td valign="top" align="left"><italic>CHRM3</italic></td>
<td valign="top" align="left"><italic>DSPP</italic></td>
<td valign="top" align="left"><italic>GIT2</italic></td>
<td valign="top" align="left"><italic>KIDINS220</italic></td>
<td valign="top" align="left"><italic>MBD5</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>AEBP1</italic></td>
<td valign="top" align="left"><italic>BOD1L1</italic></td>
<td valign="top" align="left"><italic>CHRNB1</italic></td>
<td valign="top" align="left"><italic>DUSP10</italic></td>
<td valign="top" align="left"><italic>GJA9</italic></td>
<td valign="top" align="left"><italic>KIF16B</italic></td>
<td valign="top" align="left"><italic>MDGA2</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>AFF2</italic></td>
<td valign="top" align="left"><italic>BRIP1</italic></td>
<td valign="top" align="left"><italic>CHRND</italic></td>
<td valign="top" align="left"><italic>DUSP21</italic></td>
<td valign="top" align="left"><italic>GK</italic></td>
<td valign="top" align="left"><italic>KIF1A</italic></td>
<td valign="top" align="left"><italic>MED1</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>AGAP1</italic></td>
<td valign="top" align="left"><italic>BRCA2</italic></td>
<td valign="top" align="left"><italic>CHSY1</italic></td>
<td valign="top" align="left"><italic>DYNC1H1</italic></td>
<td valign="top" align="left"><italic>GKN1</italic></td>
<td valign="top" align="left"><italic>KIF21A</italic></td>
<td valign="top" align="left"><bold><italic>MEX3B</italic></bold></td></tr>
<tr>
<td valign="top" align="left"><italic>AGBL2</italic></td>
<td valign="top" align="left"><italic>BTAF1</italic></td>
<td valign="top" align="left"><italic>CKAP2L</italic></td>
<td valign="top" align="left"><italic>DYNC1I1</italic></td>
<td valign="top" align="left"><italic>GNAZ</italic></td>
<td valign="top" align="left"><italic>KIF3C</italic></td>
<td valign="top" align="left"><italic>MGAM</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>AKAP4</italic></td>
<td valign="top" align="left"><italic>BTBD1</italic></td>
<td valign="top" align="left"><italic>CLCA1</italic></td>
<td valign="top" align="left"><italic>DYNC1I2</italic></td>
<td valign="top" align="left"><italic>GNPAT</italic></td>
<td valign="top" align="left"><italic>KLF17</italic></td>
<td valign="top" align="left"><italic>MGAM2</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ALDH6A1</italic></td>
<td valign="top" align="left"><italic>BTBD2</italic></td>
<td valign="top" align="left"><italic>CLCA2</italic></td>
<td valign="top" align="left"><italic>DYRK4</italic></td>
<td valign="top" align="left"><italic>GOLPH3</italic></td>
<td valign="top" align="left"><italic>KLHL3</italic></td>
<td valign="top" align="left"><italic>MGAT2</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ALKBH8</italic></td>
<td valign="top" align="left"><italic>BTBD3</italic></td>
<td valign="top" align="left"><italic>CLCA3P</italic></td>
<td valign="top" align="left"><italic>DZIP1</italic></td>
<td valign="top" align="left"><italic>GP1BA</italic></td>
<td valign="top" align="left"><italic>KLHL30</italic></td>
<td valign="top" align="left"><italic>MIB1</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ALPK2</italic></td>
<td valign="top" align="left"><italic>BTG4</italic></td>
<td valign="top" align="left"><italic>CLCA4</italic></td>
<td valign="top" align="left"><italic>ECM2</italic></td>
<td valign="top" align="left"><italic>GPATCH2</italic></td>
<td valign="top" align="left"><italic>KMT2A</italic></td>
<td valign="top" align="left"><italic>MID1</italic></td></tr>
<tr>
<td valign="top" align="left"><bold><italic>ALS2CR11</italic></bold></td>
<td valign="top" align="left"><italic>C18orf63</italic></td>
<td valign="top" align="left"><italic>CLEC10A</italic></td>
<td valign="top" align="left"><italic>EFNB2</italic></td>
<td valign="top" align="left"><italic>GPR112</italic></td>
<td valign="top" align="left"><italic>KMT2E</italic></td>
<td valign="top" align="left"><italic>MIS18BP1</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>AMBRA1</italic></td>
<td valign="top" align="left"><bold><italic>C1orf86</italic></bold></td>
<td valign="top" align="left"><italic>CLEC6A</italic></td>
<td valign="top" align="left"><italic>EIF2A</italic></td>
<td valign="top" align="left"><italic>GPR126</italic></td>
<td valign="top" align="left"><italic>KNG1</italic></td>
<td valign="top" align="left"><italic>MITF</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>AMY2A</italic></td>
<td valign="top" align="left"><italic>C1QB</italic></td>
<td valign="top" align="left"><italic>CLMN</italic></td>
<td valign="top" align="left"><italic>ELAVL2</italic></td>
<td valign="top" align="left"><italic>GPR64</italic></td>
<td valign="top" align="left"><italic>l101060321</italic></td>
<td valign="top" align="left"><italic>MLLT3</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>AMY2B</italic></td>
<td valign="top" align="left"><italic>C1QL2</italic></td>
<td valign="top" align="left"><italic>CLTC</italic></td>
<td valign="top" align="left"><italic>ELF1</italic></td>
<td valign="top" align="left"><italic>GPR82</italic></td>
<td valign="top" align="left"><italic>l101060389</italic></td>
<td valign="top" align="left"><italic>MON2</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ANAPC7</italic></td>
<td valign="top" align="left"><italic>C1QL3</italic></td>
<td valign="top" align="left"><italic>CNOT10</italic></td>
<td valign="top" align="left"><italic>EOMES</italic></td>
<td valign="top" align="left"><italic>GSG2</italic></td>
<td valign="top" align="left"><italic>l102723859</italic></td>
<td valign="top" align="left"><italic>MTBP</italic></td></tr>
<tr>
<td valign="top" align="left"><bold><italic>ANK3</italic></bold></td>
<td valign="top" align="left"><italic>C2orf49</italic></td>
<td valign="top" align="left"><italic>CNOT2</italic></td>
<td valign="top" align="left"><italic>EPCAM</italic></td>
<td valign="top" align="left"><italic>GTF2I</italic></td>
<td valign="top" align="left"><italic>l102724862</italic></td>
<td valign="top" align="left"><italic>MTCH1</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ANKFN1</italic></td>
<td valign="top" align="left"><italic>C2orf61</italic></td>
<td valign="top" align="left"><italic>CNOT6</italic></td>
<td valign="top" align="left"><italic>EPPIN</italic></td>
<td valign="top" align="left"><italic>HACL1</italic></td>
<td valign="top" align="left"><italic>l102725117</italic></td>
<td valign="top" align="left"><italic>MTERF1</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ANKFY1</italic></td>
<td valign="top" align="left"><italic>C3</italic></td>
<td valign="top" align="left"><italic>CNOT6L</italic></td>
<td valign="top" align="left"><italic>EPPIN-WFDC6</italic></td>
<td valign="top" align="left"><italic>HAVCR1</italic></td>
<td valign="top" align="left"><italic>LAMA3</italic></td>
<td valign="top" align="left"><italic>MTG2</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ANKRD17</italic></td>
<td valign="top" align="left"><italic>C3orf67</italic></td>
<td valign="top" align="left"><italic>CNST</italic></td>
<td valign="top" align="left"><italic>EPRS</italic></td>
<td valign="top" align="left"><italic>HCFC2</italic></td>
<td valign="top" align="left"><italic>LAMB4</italic></td>
<td valign="top" align="left"><italic>MTNR1A</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ANKRD28</italic></td>
<td valign="top" align="left"><italic>C5orf67</italic></td>
<td valign="top" align="left"><italic>COBL</italic></td>
<td valign="top" align="left"><italic>EPYC</italic></td>
<td valign="top" align="left"><italic>HECTD4</italic></td>
<td valign="top" align="left"><italic>LAMC2</italic></td>
<td valign="top" align="left"><italic>MTTP</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ANKRD44</italic></td>
<td valign="top" align="left"><italic>C7</italic></td>
<td valign="top" align="left"><italic>COBLL1</italic></td>
<td valign="top" align="left"><italic>EVI2A</italic></td>
<td valign="top" align="left"><italic>HERC6</italic></td>
<td valign="top" align="left"><italic>LAMP2</italic></td>
<td valign="top" align="left"><italic>MTUS2</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ANKRD7</italic></td>
<td valign="top" align="left"><italic>CACHD1</italic></td>
<td valign="top" align="left"><bold><italic>COIL</italic></bold></td>
<td valign="top" align="left"><italic>EYA1</italic></td>
<td valign="top" align="left"><italic>HERPUD1</italic></td>
<td valign="top" align="left"><italic>LARP4</italic></td>
<td valign="top" align="left"><italic>MUC19</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ANPEP</italic></td>
<td valign="top" align="left"><italic>CACNA1A</italic></td>
<td valign="top" align="left"><italic>COL24A1</italic></td>
<td valign="top" align="left"><italic>F5</italic></td>
<td valign="top" align="left"><italic>HERPUD2</italic></td>
<td valign="top" align="left"><italic>LEMD3</italic></td>
<td valign="top" align="left"><italic>MUC3A</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ANTXR1</italic></td>
<td valign="top" align="left"><italic>CACNA1C</italic></td>
<td valign="top" align="left"><italic>COL6A2</italic></td>
<td valign="top" align="left"><italic>FAM117B</italic></td>
<td valign="top" align="left"><italic>HLA-DPA1</italic></td>
<td valign="top" align="left"><italic>LGI1</italic></td>
<td valign="top" align="left"><italic>MUC4</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ANTXRL</italic></td>
<td valign="top" align="left"><italic>CACNA1D</italic></td>
<td valign="top" align="left"><italic>COL6A5</italic></td>
<td valign="top" align="left"><italic>FAM126A</italic></td>
<td valign="top" align="left"><italic>HLTF</italic></td>
<td valign="top" align="left"><italic>LGI3</italic></td>
<td valign="top" align="left"><italic>MXRA5</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>AP2B1</italic></td>
<td valign="top" align="left"><italic>CACNA1F</italic></td>
<td valign="top" align="left"><italic>COX19</italic></td>
<td valign="top" align="left"><italic>FAM171B</italic></td>
<td valign="top" align="left"><italic>HMCN1</italic></td>
<td valign="top" align="left"><italic>LGR6</italic></td>
<td valign="top" align="left"><italic>MYO10</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>AP4E1</italic></td>
<td valign="top" align="left"><italic>CACNA1H</italic></td>
<td valign="top" align="left"><italic>CPEB4</italic></td>
<td valign="top" align="left">FAM193A</td>
<td valign="top" align="left"><italic>HNRNPL</italic></td>
<td valign="top" align="left"><italic>LIMS2</italic></td>
<td valign="top" align="left"><italic>MYO19</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>APBA2</italic></td>
<td valign="top" align="left"><italic>CACNA1S</italic></td>
<td valign="top" align="left"><italic>CPM</italic></td>
<td valign="top" align="left"><italic>FAM208B</italic></td>
<td valign="top" align="left"><italic>HNRNPUL1</italic></td>
<td valign="top" align="left"><italic>LINGO2</italic></td>
<td valign="top" align="left"><italic>MYO1A</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>APC</italic></td>
<td valign="top" align="left"><italic>CALHM1</italic></td>
<td valign="top" align="left"><italic>CPNE9</italic></td>
<td valign="top" align="left"><italic>FAM65B</italic></td>
<td valign="top" align="left"><italic>HRG</italic></td>
<td valign="top" align="left"><italic>LITAF</italic></td>
<td valign="top" align="left"><italic>MYO1B</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>APCDD1</italic></td>
<td valign="top" align="left"><italic>CARF</italic></td>
<td valign="top" align="left"><italic>CPS1</italic></td>
<td valign="top" align="left"><italic>FAM69C</italic></td>
<td valign="top" align="left"><italic>HSD3B1</italic></td>
<td valign="top" align="left"><italic>LPHN2</italic></td>
<td valign="top" align="left"><italic>MYO1E</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>APOB</italic></td>
<td valign="top" align="left"><italic>CASC5</italic></td>
<td valign="top" align="left"><italic>CPXM2</italic></td>
<td valign="top" align="left"><italic>FANCI</italic></td>
<td valign="top" align="left"><italic>HSPG2</italic></td>
<td valign="top" align="left"><italic>LRFN2</italic></td>
<td valign="top" align="left"><italic>MYO1F</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>APOL1</italic></td>
<td valign="top" align="left"><italic>CASS4</italic></td>
<td valign="top" align="left"><italic>CRTAC1</italic></td>
<td valign="top" align="left"><italic>FAT2</italic></td>
<td valign="top" align="left"><italic>HYPM</italic></td>
<td valign="top" align="left"><italic>LRFN5</italic></td>
<td valign="top" align="left"><italic>MYO6</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>AQP5</italic></td>
<td valign="top" align="left"><italic>CASZ1</italic></td>
<td valign="top" align="left"><italic>CSMD2</italic></td>
<td valign="top" align="left"><italic>FAT3</italic></td>
<td valign="top" align="left"><italic>ICE1</italic></td>
<td valign="top" align="left"><italic>LRIG1</italic></td>
<td valign="top" align="left"><italic>MYO9A</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ARHGAP11A</italic></td>
<td valign="top" align="left"><italic>CATSPERD</italic></td>
<td valign="top" align="left"><italic>CSTF3</italic></td>
<td valign="top" align="left"><italic>FAT4</italic></td>
<td valign="top" align="left"><italic>IGDCC3</italic></td>
<td valign="top" align="left"><italic>LRIG2</italic></td>
<td valign="top" align="left"><italic>MYO9B</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ARHGAP20</italic></td>
<td valign="top" align="left"><italic>CCDC144A</italic></td>
<td valign="top" align="left"><italic>CUL1</italic></td>
<td valign="top" align="left"><italic>FBXL5</italic></td>
<td valign="top" align="left"><italic>IGLV10-54</italic></td>
<td valign="top" align="left"><italic>LRIG3</italic></td>
<td valign="top" align="left"><italic>MYOM1</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ARHGAP24</italic></td>
<td valign="top" align="left"><italic>CCDC144NL</italic></td>
<td valign="top" align="left"><italic>CUL3</italic></td>
<td valign="top" align="left"><italic>FBXO27</italic></td>
<td valign="top" align="left"><italic>IL1RAP</italic></td>
<td valign="top" align="left"><italic>LRP1B</italic></td>
<td valign="top" align="left"><italic>MYRF</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ARHGEF10</italic></td>
<td valign="top" align="left"><italic>CCDC18</italic></td>
<td valign="top" align="left"><italic>CXCL12</italic></td>
<td valign="top" align="left"><italic>FBXO38</italic></td>
<td valign="top" align="left"><italic>IL23R</italic></td>
<td valign="top" align="left"><italic>LRP2</italic></td>
<td valign="top" align="left"><italic>MYT1L</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ARHGEF5</italic></td>
<td valign="top" align="left"><italic>CCDC36</italic></td>
<td valign="top" align="left"><italic>CYP19A1</italic></td>
<td valign="top" align="left"><italic>FBXO39</italic></td>
<td valign="top" align="left"><italic>IL9R</italic></td>
<td valign="top" align="left"><italic>LRP4</italic></td>
<td valign="top" align="left"><italic>N4BP2</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ARHGEF6</italic></td>
<td valign="top" align="left"><italic>CCDC39</italic></td>
<td valign="top" align="left"><italic>CYP1A1</italic></td>
<td valign="top" align="left"><italic>FBXO48</italic></td>
<td valign="top" align="left"><italic>ING3</italic></td>
<td valign="top" align="left"><italic>LRP5</italic></td>
<td valign="top" align="left"><italic>NBN</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ARID1A</italic></td>
<td valign="top" align="left"><italic>CCDC73</italic></td>
<td valign="top" align="left"><italic>CYSLTR2</italic></td>
<td valign="top" align="left"><italic>FBXO5</italic></td>
<td valign="top" align="left"><italic>INTS12</italic></td>
<td valign="top" align="left"><italic>LRP6</italic></td>
<td valign="top" align="left"><italic>NBR1</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ARID1B</italic></td>
<td valign="top" align="left"><italic>CCDC88A</italic></td>
<td valign="top" align="left"><italic>DCAF6</italic></td>
<td valign="top" align="left"><italic>FBXW7</italic></td>
<td valign="top" align="left"><italic>IPMK</italic></td>
<td valign="top" align="left"><italic>LRPPRC</italic></td>
<td valign="top" align="left"><italic>NCAM2</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ARID5B</italic></td>
<td valign="top" align="left"><italic>CCKAR</italic></td>
<td valign="top" align="left"><italic>DCAF7</italic></td>
<td valign="top" align="left"><italic>FCGR2A</italic></td>
<td valign="top" align="left"><italic>IRAK3</italic></td>
<td valign="top" align="left"><italic>LRRC30</italic></td>
<td valign="top" align="left"><italic>NCAPH2</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ARMC3</italic></td>
<td valign="top" align="left"><italic>CCNT1</italic></td>
<td valign="top" align="left"><italic>DCBLD1</italic></td>
<td valign="top" align="left"><italic>FCGR2B</italic></td>
<td valign="top" align="left"><italic>IRS2</italic></td>
<td valign="top" align="left"><italic>LRRC37A</italic></td>
<td valign="top" align="left"><italic>NCKAP1</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ARMC4</italic></td>
<td valign="top" align="left"><italic>CD63</italic></td>
<td valign="top" align="left"><italic>DCN</italic></td>
<td valign="top" align="left"><italic>FCGR2C</italic></td>
<td valign="top" align="left"><italic>ISLR2</italic></td>
<td valign="top" align="left"><italic>LRRC37A2</italic></td>
<td valign="top" align="left"><italic>NCOA1</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ARPP21</italic></td>
<td valign="top" align="left"><italic>CD9</italic></td>
<td valign="top" align="left"><italic>DDIAS</italic></td>
<td valign="top" align="left"><italic>FCN1</italic></td>
<td valign="top" align="left"><italic>ITGAV</italic></td>
<td valign="top" align="left"><italic>LRRC37A3</italic></td>
<td valign="top" align="left"><italic>NCOA3</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ASB2</italic></td>
<td valign="top" align="left"><italic>CDC14A</italic></td>
<td valign="top" align="left"><italic>DDR2</italic></td>
<td valign="top" align="left"><italic>FCRL4</italic></td>
<td valign="top" align="left"><italic>ITGB1BP1</italic></td>
<td valign="top" align="left"><italic>LRRC38</italic></td>
<td valign="top" align="left"><italic>ND4</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ASCL5</italic></td>
<td valign="top" align="left"><italic>CDH9</italic></td>
<td valign="top" align="left"><italic>DDX4</italic></td>
<td valign="top" align="left"><italic>FEZ1</italic></td>
<td valign="top" align="left"><italic>ITK</italic></td>
<td valign="top" align="left"><italic>LRRC57</italic></td>
<td valign="top" align="left"><italic>NECAB3</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ASIC2</italic></td>
<td valign="top" align="left"><italic>CDHR1</italic></td>
<td valign="top" align="left"><italic>DDX42</italic></td>
<td valign="top" align="left"><italic>FGB</italic></td>
<td valign="top" align="left"><italic>JAK2</italic></td>
<td valign="top" align="left"><italic>LRRC69</italic></td>
<td valign="top" align="left"><italic>NEDD1</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ASPN</italic></td>
<td valign="top" align="left"><italic>CDKL5</italic></td>
<td valign="top" align="left"><italic>DDX59</italic></td>
<td valign="top" align="left"><italic>FKBP7</italic></td>
<td valign="top" align="left"><italic>JMJD1C</italic></td>
<td valign="top" align="left"><italic>LRRC70</italic></td>
<td valign="top" align="left"><italic>NEURL4</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ATAD5</italic></td>
<td valign="top" align="left"><italic>CDON</italic></td>
<td valign="top" align="left"><italic>DHX38</italic></td>
<td valign="top" align="left"><italic>FLII</italic></td>
<td valign="top" align="left"><italic>JMY</italic></td>
<td valign="top" align="left"><italic>LRRC71</italic></td>
<td valign="top" align="left"><italic>NFATC1</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ATF7IP</italic></td>
<td valign="top" align="left"><italic>CEACAM5</italic></td>
<td valign="top" align="left"><italic>DIAPH1</italic></td>
<td valign="top" align="left"><italic>FLRT1</italic></td>
<td valign="top" align="left"><italic>KCNA3</italic></td>
<td valign="top" align="left"><italic>LRRC72</italic></td>
<td valign="top" align="left"><italic>NGLY1</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ATF7IP2</italic></td>
<td valign="top" align="left"><italic>CELSR3</italic></td>
<td valign="top" align="left"><italic>DIDO1</italic></td>
<td valign="top" align="left"><italic>FLRT3</italic></td>
<td valign="top" align="left"><italic>KCNH4</italic></td>
<td valign="top" align="left"><italic>LRRC8B</italic></td>
<td valign="top" align="left"><italic>NIPA2</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ATL2</italic></td>
<td valign="top" align="left"><italic>CEMIP</italic></td>
<td valign="top" align="left"><italic>DLGAP5</italic></td>
<td valign="top" align="left"><italic>FNDC4</italic></td>
<td valign="top" align="left"><italic>KCNH8</italic></td>
<td valign="top" align="left"><italic>LRRN1</italic></td>
<td valign="top" align="left"><italic>NKX2-5</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ATP2B1</italic></td>
<td valign="top" align="left"><italic>CENPC</italic></td>
<td valign="top" align="left"><italic>DMD</italic></td>
<td valign="top" align="left"><italic>FNDC5</italic></td>
<td valign="top" align="left"><italic>KDM3A</italic></td>
<td valign="top" align="left"><italic>LRRN2</italic></td>
<td valign="top" align="left"><italic>NNT</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ATP2B3</italic></td>
<td valign="top" align="left"><italic>CEP350</italic></td>
<td valign="top" align="left"><italic>DMXL2</italic></td>
<td valign="top" align="left"><italic>FRS3</italic></td>
<td valign="top" align="left"><italic>KDM6A</italic></td>
<td valign="top" align="left"><italic>LRTOMT</italic></td>
<td valign="top" align="left"><italic>NOD1</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>ATP2B4</italic></td>
<td valign="top" align="left"><italic>CERS2</italic></td>
<td valign="top" align="left"><italic>DMKN</italic></td>
<td valign="top" align="left"><italic>FSHR</italic></td>
<td valign="top" align="left"><italic>KDM6B</italic></td>
<td valign="top" align="left"><italic>LTF</italic></td>
<td valign="top" align="left"><italic>NOS2</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>NOTCH1</italic></td>
<td valign="top" align="left"><italic>PKDREJ</italic></td>
<td valign="top" align="left"><italic>RDH10</italic></td>
<td valign="top" align="left"><italic>SLC2A12</italic></td>
<td valign="top" align="left"><italic>SUSD1</italic></td>
<td valign="top" align="left"><italic>TMEM259</italic></td>
<td valign="top" align="left"><italic>UTY</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>NPNT</italic></td>
<td valign="top" align="left"><italic>PKD1L3</italic></td>
<td valign="top" align="left"><italic>REG4</italic></td>
<td valign="top" align="left"><italic>SLC35A4</italic></td>
<td valign="top" align="left"><italic>SUZ12</italic></td>
<td valign="top" align="left"><italic>TMOD1</italic></td>
<td valign="top" align="left"><italic>VEPH1</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>NPY1R</italic></td>
<td valign="top" align="left"><italic>PKHD1L1</italic></td>
<td valign="top" align="left"><italic>RELA</italic></td>
<td valign="top" align="left"><italic>SLC6A11</italic></td>
<td valign="top" align="left"><italic>SYCP1</italic></td>
<td valign="top" align="left"><italic>TMPRSS11A</italic></td>
<td valign="top" align="left"><bold><italic>VEZF1</italic></bold></td></tr>
<tr>
<td valign="top" align="left"><italic>NPY6R</italic></td>
<td valign="top" align="left"><italic>PKP1</italic></td>
<td valign="top" align="left"><italic>RGL1</italic></td>
<td valign="top" align="left"><italic>SLC6A4</italic></td>
<td valign="top" align="left"><italic>SYNPO2</italic></td>
<td valign="top" align="left"><italic>TMPRSS11D</italic></td>
<td valign="top" align="left"><italic>VGLL4</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>NR1D1</italic></td>
<td valign="top" align="left"><italic>PLEKHG3</italic></td>
<td valign="top" align="left"><italic>RLF</italic></td>
<td valign="top" align="left"><italic>SLC6A8</italic></td>
<td valign="top" align="left"><italic>TAB2</italic></td>
<td valign="top" align="left"><italic>TMPRSS15</italic></td>
<td valign="top" align="left"><italic>VN1R2</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>NRK</italic></td>
<td valign="top" align="left"><italic>PLS1</italic></td>
<td valign="top" align="left"><italic>RMI1</italic></td>
<td valign="top" align="left"><italic>SLCO3A1</italic></td>
<td valign="top" align="left"><italic>TAB3</italic></td>
<td valign="top" align="left"><italic>TNRC6A</italic></td>
<td valign="top" align="left"><italic>VPS13A</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>NRP1</italic></td>
<td valign="top" align="left"><italic>PMS1</italic></td>
<td valign="top" align="left"><italic>RNF103</italic></td>
<td valign="top" align="left"><italic>SLIT1</italic></td>
<td valign="top" align="left"><italic>TALPID3</italic></td>
<td valign="top" align="left"><italic>TNRC6B</italic></td>
<td valign="top" align="left"><italic>VPS4A</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>NSUN7</italic></td>
<td valign="top" align="left"><italic>PNLIPRP1</italic></td>
<td valign="top" align="left"><italic>RNF128</italic></td>
<td valign="top" align="left"><italic>SLIT2</italic></td>
<td valign="top" align="left"><italic>TANGO2</italic></td>
<td valign="top" align="left"><italic>TOX3</italic></td>
<td valign="top" align="left"><italic>VPS45</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>NT5E</italic></td>
<td valign="top" align="left"><italic>POGZ</italic></td>
<td valign="top" align="left"><italic>RNF139</italic></td>
<td valign="top" align="left"><italic>SLIT3</italic></td>
<td valign="top" align="left"><italic>TAS2R38</italic></td>
<td valign="top" align="left"><italic>TPGS1</italic></td>
<td valign="top" align="left"><italic>WDR13</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>NTRK3</italic></td>
<td valign="top" align="left"><italic>PPAP2B</italic></td>
<td valign="top" align="left"><italic>RNF157</italic></td>
<td valign="top" align="left"><italic>SLITRK1</italic></td>
<td valign="top" align="left"><italic>TAX1BP1</italic></td>
<td valign="top" align="left"><italic>TPRKB</italic></td>
<td valign="top" align="left"><italic>WDR17</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>NUP54</italic></td>
<td valign="top" align="left"><italic>PPP1R13B</italic></td>
<td valign="top" align="left"><italic>RNF180</italic></td>
<td valign="top" align="left"><italic>SLITRK2</italic></td>
<td valign="top" align="left"><italic>TBC1D3</italic></td>
<td valign="top" align="left"><italic>TRAJ31</italic></td>
<td valign="top" align="left"><italic>WDR48</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>OBSL1</italic></td>
<td valign="top" align="left"><italic>PPP1R36</italic></td>
<td valign="top" align="left"><italic>RNF19A</italic></td>
<td valign="top" align="left"><italic>SLITRK3</italic></td>
<td valign="top" align="left"><italic>TBC1D3B</italic></td>
<td valign="top" align="left"><italic>TRAJ39</italic></td>
<td valign="top" align="left"><italic>WFDC6</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>OGG1</italic></td>
<td valign="top" align="left"><italic>PPP1R3A</italic></td>
<td valign="top" align="left"><italic>RNF2</italic></td>
<td valign="top" align="left"><italic>SLITRK4</italic></td>
<td valign="top" align="left"><italic>TBC1D3C</italic></td>
<td valign="top" align="left"><italic>TRAJ43</italic></td>
<td valign="top" align="left"><bold><italic>XIRP2</italic></bold></td></tr>
<tr>
<td valign="top" align="left"><italic>OIT3</italic></td>
<td valign="top" align="left"><italic>PPP1R42</italic></td>
<td valign="top" align="left"><italic>RNF213</italic></td>
<td valign="top" align="left"><italic>SLITRK5</italic></td>
<td valign="top" align="left"><italic>TBC1D3F</italic></td>
<td valign="top" align="left"><italic>TRAPPC12</italic></td>
<td valign="top" align="left"><italic>YAE1D1</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>OLFM4</italic></td>
<td valign="top" align="left"><italic>PPP1R7</italic></td>
<td valign="top" align="left"><italic>RNF216</italic></td>
<td valign="top" align="left"><italic>SLITRK6</italic></td>
<td valign="top" align="left"><italic>TBC1D3H</italic></td>
<td valign="top" align="left"><italic>TRIP12</italic></td>
<td valign="top" align="left"><italic>ZAN</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>OMG</italic></td>
<td valign="top" align="left"><bold><italic>PPP1R9A</italic></bold></td>
<td valign="top" align="left"><italic>RNF220</italic></td>
<td valign="top" align="left"><italic>SMARCA2</italic></td>
<td valign="top" align="left"><italic>TBC1D3K</italic></td>
<td valign="top" align="left"><italic>TRPM6</italic></td>
<td valign="top" align="left"><italic>ZBTB10</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>OR4A5</italic></td>
<td valign="top" align="left"><italic>PPP3CB</italic></td>
<td valign="top" align="left"><italic>ROBO2</italic></td>
<td valign="top" align="left"><italic>SMARCA4</italic></td>
<td valign="top" align="left"><italic>TBC1D3L</italic></td>
<td valign="top" align="left"><italic>TRPM7</italic></td>
<td valign="top" align="left"><italic>ZBTB6</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>OR4C16</italic></td>
<td valign="top" align="left"><italic>PPP3CC</italic></td>
<td valign="top" align="left"><italic>RP1</italic></td>
<td valign="top" align="left"><italic>SMG1</italic></td>
<td valign="top" align="left"><italic>TBC1D5</italic></td>
<td valign="top" align="left"><italic>TSC22D3</italic></td>
<td valign="top" align="left"><italic>ZC3HAV1</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>OR8G5</italic></td>
<td valign="top" align="left"><italic>PRDM12</italic></td>
<td valign="top" align="left"><italic>RPGR</italic></td>
<td valign="top" align="left"><italic>SNAP91</italic></td>
<td valign="top" align="left"><italic>TBR1</italic></td>
<td valign="top" align="left"><italic>TSEN2</italic></td>
<td valign="top" align="left"><italic>ZCCHC11</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>OSCP1</italic></td>
<td valign="top" align="left"><italic>PRDM2</italic></td>
<td valign="top" align="left"><italic>RUSC1</italic></td>
<td valign="top" align="left"><bold><italic>SNCAIP</italic></bold></td>
<td valign="top" align="left"><italic>TCHHL1</italic></td>
<td valign="top" align="left"><italic>TSHZ3</italic></td>
<td valign="top" align="left"><italic>Z FAND3</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>OTOG</italic></td>
<td valign="top" align="left"><italic>PRELP</italic></td>
<td valign="top" align="left"><italic>RYR2</italic></td>
<td valign="top" align="left"><italic>SNED1</italic></td>
<td valign="top" align="left"><italic>TCN1</italic></td>
<td valign="top" align="left"><italic>TSPAN17</italic></td>
<td valign="top" align="left"><italic>ZFP1</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>OVGP1</italic></td>
<td valign="top" align="left"><italic>PREX1</italic></td>
<td valign="top" align="left"><italic>RYR3</italic></td>
<td valign="top" align="left"><italic>SNRPA1</italic></td>
<td valign="top" align="left"><italic>TCTN2</italic></td>
<td valign="top" align="left"><italic>TSPAN5</italic></td>
<td valign="top" align="left"><italic>ZFPM2</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>P2RY10</italic></td>
<td valign="top" align="left"><italic>PRF1</italic></td>
<td valign="top" align="left"><italic>S100PBP</italic></td>
<td valign="top" align="left"><italic>SOCS4</italic></td>
<td valign="top" align="left"><italic>TEC</italic></td>
<td valign="top" align="left"><italic>TSPYL2</italic></td>
<td valign="top" align="left"><italic>ZFYVE1</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>PAN3</italic></td>
<td valign="top" align="left"><italic>PRL</italic></td>
<td valign="top" align="left"><italic>SALL4</italic></td>
<td valign="top" align="left"><italic>SON</italic></td>
<td valign="top" align="left"><italic>TECTA</italic></td>
<td valign="top" align="left"><italic>TTC1</italic></td>
<td valign="top" align="left"><italic>ZFYVE28</italic></td></tr>
<tr>
<td valign="top" align="left"><bold><italic>PAPD5</italic></bold></td>
<td valign="top" align="left"><italic>PSMD1</italic></td>
<td valign="top" align="left"><italic>SCARB1</italic></td>
<td valign="top" align="left"><italic>SOWAHD</italic></td>
<td valign="top" align="left"><italic>TEKT1</italic></td>
<td valign="top" align="left"><italic>TTC8</italic></td>
<td valign="top" align="left"><italic>ZIC4</italic></td></tr>
<tr>
<td valign="top" align="left"><bold><italic>PAPPA-AS1</italic></bold></td>
<td valign="top" align="left"><italic>PSMD3</italic></td>
<td valign="top" align="left"><italic>SCP2</italic></td>
<td valign="top" align="left"><italic>SP4</italic></td>
<td valign="top" align="left"><italic>TENM3</italic></td>
<td valign="top" align="left"><italic>TTLL4</italic></td>
<td valign="top" align="left"><italic>ZMIZ2</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>PARG</italic></td>
<td valign="top" align="left"><italic>PSMF1</italic></td>
<td valign="top" align="left"><italic>SCRN3</italic></td>
<td valign="top" align="left"><italic>S PA TA16</italic></td>
<td valign="top" align="left"><italic>TENM4</italic></td>
<td valign="top" align="left"><italic>TTLL5</italic></td>
<td valign="top" align="left"><italic>ZMYM6</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>PARP2</italic></td>
<td valign="top" align="left"><italic>PTPRB</italic></td>
<td valign="top" align="left"><italic>SDAD1</italic></td>
<td valign="top" align="left"><italic>SPDYA</italic></td>
<td valign="top" align="left"><italic>TESK1</italic></td>
<td valign="top" align="left"><italic>TXLNG</italic></td>
<td valign="top" align="left"><italic>ZNF132</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>PARP3</italic></td>
<td valign="top" align="left"><italic>PTPRD</italic></td>
<td valign="top" align="left"><italic>SEC16A</italic></td>
<td valign="top" align="left"><italic>SPECC1</italic></td>
<td valign="top" align="left"><italic>TEX15</italic></td>
<td valign="top" align="left"><italic>TXNIP</italic></td>
<td valign="top" align="left"><italic>ZNF23</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>PAW R</italic></td>
<td valign="top" align="left"><italic>PTPRQ</italic></td>
<td valign="top" align="left"><italic>SEC24B</italic></td>
<td valign="top" align="left"><italic>SPRY1</italic></td>
<td valign="top" align="left"><italic>TEX2</italic></td>
<td valign="top" align="left"><italic>TXNL4A</italic></td>
<td valign="top" align="left"><italic>ZNF236</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>PCDH7</italic></td>
<td valign="top" align="left"><italic>PUM1</italic></td>
<td valign="top" align="left"><italic>SEZ6L2</italic></td>
<td valign="top" align="left"><italic>SPSB1</italic></td>
<td valign="top" align="left"><italic>THEG</italic></td>
<td valign="top" align="left"><italic>UBAC1</italic></td>
<td valign="top" align="left"><italic>ZNF347</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>PCDHAC2</italic></td>
<td valign="top" align="left"><italic>PXDN</italic></td>
<td valign="top" align="left"><italic>SGOL2</italic></td>
<td valign="top" align="left"><italic>SPTBN4</italic></td>
<td valign="top" align="left"><bold><italic>THRAP3</italic></bold></td>
<td valign="top" align="left"><italic>UBE2Q2</italic></td>
<td valign="top" align="left"><italic>ZNF451</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>PCDHGA3</italic></td>
<td valign="top" align="left"><italic>PXDNL</italic></td>
<td valign="top" align="left"><italic>SH3BP5</italic></td>
<td valign="top" align="left"><italic>SRPRB</italic></td>
<td valign="top" align="left"><italic>THSD7B</italic></td>
<td valign="top" align="left"><italic>UBE4A</italic></td>
<td valign="top" align="left"><italic>ZNF518A</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>PCSK2</italic></td>
<td valign="top" align="left"><italic>PXMP4</italic></td>
<td valign="top" align="left"><italic>SH3D19</italic></td>
<td valign="top" align="left"><italic>SSH1</italic></td>
<td valign="top" align="left"><italic>TINAGL1</italic></td>
<td valign="top" align="left"><italic>UBXN7</italic></td>
<td valign="top" align="left"><italic>ZNF804A</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>PDE3A</italic></td>
<td valign="top" align="left"><italic>PYGO1</italic></td>
<td valign="top" align="left"><italic>SH3GLB1</italic></td>
<td valign="top" align="left"><italic>S TAB2</italic></td>
<td valign="top" align="left"><italic>TKT</italic></td>
<td valign="top" align="left"><italic>ULK4</italic></td>
<td valign="top" align="left"><italic>ZNRF3</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>PEAK1</italic></td>
<td valign="top" align="left"><italic>PZP</italic></td>
<td valign="top" align="left"><italic>SHANK1</italic></td>
<td valign="top" align="left"><italic>S TAU2</italic></td>
<td valign="top" align="left"><italic>TLR10</italic></td>
<td valign="top" align="left"><italic>URB2</italic></td>
<td valign="top" align="left"><italic>ZPLD1</italic></td></tr>
<tr>
<td valign="top" align="left"><bold><italic>PEG10</italic></bold></td>
<td valign="top" align="left"><italic>QSER1</italic></td>
<td valign="top" align="left"><italic>SHCBP1L</italic></td>
<td valign="top" align="left"><italic>STK32A</italic></td>
<td valign="top" align="left"><italic>TLR2</italic></td>
<td valign="top" align="left"><italic>USO1</italic></td>
<td valign="top" align="left"><italic>ZXDA</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>PFKFB2</italic></td>
<td valign="top" align="left"><italic>R3HDM2</italic></td>
<td valign="top" align="left"><italic>SHOC2</italic></td>
<td valign="top" align="left"><italic>STK32B</italic></td>
<td valign="top" align="left"><italic>TLR3</italic></td>
<td valign="top" align="left"><italic>USP11</italic></td>
<td valign="top" align="left"><italic>ZXDB</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>PGBD2</italic></td>
<td valign="top" align="left"><italic>RAB3GAP1</italic></td>
<td valign="top" align="left"><italic>SI</italic></td>
<td valign="top" align="left"><italic>STMN1</italic></td>
<td valign="top" align="left"><italic>TM4SF18</italic></td>
<td valign="top" align="left"><italic>USP12</italic></td>
<td valign="top" align="left"><italic>ZZEF1</italic></td></tr>
<tr>
<td valign="top" align="left"><bold><italic>PHACTR1</italic></bold></td>
<td valign="top" align="left"><italic>RANBP17</italic></td>
<td valign="top" align="left"><italic>SIN3A</italic></td>
<td valign="top" align="left"><italic>STMN2</italic></td>
<td valign="top" align="left"><italic>TMCO1</italic></td>
<td valign="top" align="left"><italic>USP13</italic></td>
<td valign="top" align="left"><italic>ZZZ3</italic></td></tr>
<tr>
<td valign="top" align="left"><italic>PHF2</italic></td>
<td valign="top" align="left"><italic>RAPGEF2</italic></td>
<td valign="top" align="left"><italic>SIN3B</italic></td>
<td valign="top" align="left"><italic>STMN3</italic></td>
<td valign="top" align="left"><italic>TMCO2</italic></td>
<td valign="top" align="left"><italic>USP26</italic></td>
<td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left"><italic>PIK3CB</italic></td>
<td valign="top" align="left"><italic>RBM12</italic></td>
<td valign="top" align="left"><italic>SIPA1L1</italic></td>
<td valign="top" align="left"><italic>STMN4</italic></td>
<td valign="top" align="left"><italic>TMEM106B</italic></td>
<td valign="top" align="left"><italic>USP31</italic></td>
<td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left"><italic>PIK3R1</italic></td>
<td valign="top" align="left"><italic>RBM27</italic></td>
<td valign="top" align="left"><italic>SIX1</italic></td>
<td valign="top" align="left"><italic>SULF1</italic></td>
<td valign="top" align="left"><bold><italic>TMEM178B</italic></bold></td>
<td valign="top" align="left"><italic>USP32</italic></td>
<td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left"><italic>PJA1</italic></td>
<td valign="top" align="left"><italic>RBM28</italic></td>
<td valign="top" align="left"><italic>SLC18A1</italic></td>
<td valign="top" align="left"><italic>SULF2</italic></td>
<td valign="top" align="left"><italic>TMEM2</italic></td>
<td valign="top" align="left"><italic>USP34</italic></td>
<td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left"><italic>PJA2</italic></td>
<td valign="top" align="left"><italic>RBMS1</italic></td>
<td valign="top" align="left"><italic>SLC26A9</italic></td>
<td valign="top" align="left"><italic>SUMO4</italic></td>
<td valign="top" align="left"><italic>TMEM57</italic></td>
<td valign="top" align="left"><italic>UTRN</italic></td>
<td valign="top" align="left"/></tr></tbody></table>
<table-wrap-foot><fn id="tfn1-ijmm-36-03-0607">
<p>The top 17 listed on <xref rid="f1-ijmm-36-03-0607" ref-type="fig">Fig. 1</xref> from 8N-hCR to 5N-hCR are in bold font; the 49 genes with 4N-hCR are underlined. A total of 699 genes on this list have 3N-hCR and are in normal font (not bold or underlined). <bold>17&#x000D7;5N-hCR</bold>, <underline>49</underline><bold>&#x000D7;</bold><underline>4N-hCR</underline>, 699<bold>&#x000D7;</bold>3N-hCR. Each N-hCR-bearing-gene and its corresponding protein in the NCBI homologene database, were used in this analysis except for the following 28 genes: <italic>APOL1</italic> isfX1, X2; <italic>ANKRD28</italic> iCRA_g; <italic>C1orf86/FAAP20</italic> tvi4X1,2,3; <italic>DMKN</italic> i5; <italic>FBXO38</italic> iCRA_d; <italic>FKBP7</italic> isf23 AF100751.1; <italic>IGLV10-54</italic> BAA19993.1; <italic>KHDRBS2</italic> iCRA_c; <italic>loc102725117</italic> isf.X1-7; <italic>LRTOMT</italic> isf1c,1a; <italic>MARCH1</italic> ix1; <italic>MASP1</italic> isf1; <italic>MGAM</italic> int iX1; <italic>MTCH1</italic> AAD34059.1; <italic>NTRK3</italic> isof &#x000D7;10, XP_006720612; <italic>PAAAA-AS1</italic> AAV41520.1; <italic>PTPRB</italic> iX5; <italic>PHACTR1</italic> iX6; <italic>RAPGEF2</italic> iX7; <italic>RNF128</italic> isf2; <italic>SH3D19</italic> isfX2,4,5,6,8; <italic>SNAP91</italic> isfD; <italic>TRAJ31,39,43</italic> AAB86765.1, AAB86758.1, AAB86754.1; <italic>VEZF1</italic> iCRA_a,c; <italic>WFDC6</italic> iCRA_a,b; <italic>WDR17</italic> iX5; <italic>XIRP2</italic> tv5 and tv3; <italic>ZFP1</italic> iX1. A number of N-hCR-bearing-genes are in GTPase, GPCR or odorant receptor families, or can be grouped as involved with ubiquitin conjugation, DNA repair, RNA processing,or pattern recognition response. The relative frequency of appearance of such genes among the N-hCR-bearing genes versus their proportional representation in the human genome remains uncharacterized. CKS2, on a list of genes that are devoid of Asn codons in mammalia, is a paralog of a plasmodium protein (XP_001352106) which has the longest contiguous stretch of 83 Asn residues in plasmodia (<xref rid="b382-ijmm-36-03-0607" ref-type="bibr">382</xref>,<xref rid="b383-ijmm-36-03-0607" ref-type="bibr">383</xref>). When the plasmodium gene is compared to the human database, the best 3 homologies are to <italic>CKS2, CKS1B</italic> and the N-hCR-bearing-gene <italic>PPP1R13B<sub>4N</sub></italic><sub>-hCR</sub>/<italic>ASPP1</italic>, the promoter of which is silenced by methylation in ALL (<xref rid="b384-ijmm-36-03-0607" ref-type="bibr">384</xref>). The balance between <italic>CKS2</italic> and <italic>CKS1B</italic> is thought to play a role in multiple cancers (<xref rid="b385-ijmm-36-03-0607" ref-type="bibr">385</xref>), including HHV4 associated nasopharyngeal cancer (<xref rid="b386-ijmm-36-03-0607" ref-type="bibr">386</xref>) (along with TRPM74N-hCR). Altered Asn levels could shift the balance between CKS2 and CKS1B to affect cell cycle regulation in multiple cancers including ALL, and, via PPP1R13B, senescence in normal cells (<xref rid="b387-ijmm-36-03-0607" ref-type="bibr">387</xref>). Other notable genes devoid of Asn codons are mus <italic>APRT</italic> (kidney stones) (<xref rid="b388-ijmm-36-03-0607" ref-type="bibr">388</xref>) and human <italic>BIRC7</italic> (ALL prognosis) (<xref rid="b389-ijmm-36-03-0607" ref-type="bibr">389</xref>), <italic>LOR</italic> (<italic>cf</italic>. <italic>Staph.</italic> aureous infection of nares) (<xref rid="b390-ijmm-36-03-0607" ref-type="bibr">390</xref>), <italic>SEPW1</italic> (cell cycle) (<xref rid="b391-ijmm-36-03-0607" ref-type="bibr">391</xref>), <italic>TCL1</italic> (leukemia) (<xref rid="b392-ijmm-36-03-0607" ref-type="bibr">392</xref>), <italic>CSF3</italic> (innate immunity and aneurysms) (<xref rid="b393-ijmm-36-03-0607" ref-type="bibr">393</xref>) and <italic>KLF16</italic> (proposed master metabolic regulator <italic>KLF14</italic>) (<xref rid="b394-ijmm-36-03-0607" ref-type="bibr">394</xref>).</p></fn></table-wrap-foot></table-wrap></floats-group></article>
