<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "journalpublishing3.dtd">
<article xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xml:lang="en" article-type="research-article">
<?release-delay 0|0?>
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">ETM</journal-id>
<journal-title-group>
<journal-title>Experimental and Therapeutic Medicine</journal-title>
</journal-title-group>
<issn pub-type="ppub">1792-0981</issn>
<issn pub-type="epub">1792-1015</issn>
<publisher>
<publisher-name>D.A. Spandidos</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">ETM-32-6-13341</article-id>
<article-id pub-id-type="doi">10.3892/etm.2026.13341</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Articles</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Gene amplification during differentiation of mesenchymal stem cells towards chondrocytes</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Schwarz</surname><given-names>Paula E.</given-names></name>
<xref rid="af1-ETM-32-6-13341" ref-type="aff">1</xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Cucchiarini</surname><given-names>Magali</given-names></name>
<xref rid="af2-ETM-32-6-13341" ref-type="aff">2</xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Rishik</surname><given-names>Shusruto</given-names></name>
<xref rid="af3-ETM-32-6-13341" ref-type="aff">3</xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Keller</surname><given-names>Andreas</given-names></name>
<xref rid="af3-ETM-32-6-13341" ref-type="aff">3</xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Meese</surname><given-names>Eckart</given-names></name>
<xref rid="af1-ETM-32-6-13341" ref-type="aff">1</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Fischer</surname><given-names>Ulrike</given-names></name>
<xref rid="af1-ETM-32-6-13341" ref-type="aff">1</xref>
<xref rid="c1-ETM-32-6-13341" ref-type="corresp"/>
</contrib>
</contrib-group>
<aff id="af1-ETM-32-6-13341"><label>1</label>Department of Human Genetics, Saarland University, D-66421 Homburg, Saarland, Germany</aff>
<aff id="af2-ETM-32-6-13341"><label>2</label>Center of Experimental Orthopedics, Saarland University Medical Center, D-66421 Homburg, Saarland, Germany</aff>
<aff id="af3-ETM-32-6-13341"><label>3</label>Chair of Clinical Bioinformatics, Saarland University, D-66123 Saarbr&#x00FC;cken, Saarland, Germany</aff>
<author-notes>
<corresp id="c1-ETM-32-6-13341"><italic>Correspondence to:</italic> Professor Ulrike Fischer, Department of Human Genetics, Saarland University, Kirrberger Stra&#x00DF;e 100, D-66421 Homburg, Saarland, Germany <email>ulrike.fischer@uks.eu</email></corresp>
</author-notes>
<pub-date pub-type="collection"><month>12</month><year>2026</year></pub-date>
<pub-date pub-type="epub"><day>23</day><month>10</month><year>2026</year></pub-date>
<volume>32</volume>
<issue>6</issue>
<elocation-id>346</elocation-id>
<history>
<date date-type="received">
<day>17</day>
<month>06</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>07</day>
<month>08</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright: &#x00A9; 2026 Schwarz et al.</copyright-statement>
<copyright-year>2026</copyright-year>
<license license-type="open-access">
<license-p>This is an open access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by-nc-nd/4.0/">Creative Commons Attribution-NonCommercial-NoDerivs License</ext-link>, which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made.</license-p></license>
</permissions>
<abstract>
<p>For decades, gene amplification was described as an attribute of tumor cells and as a physiological mechanism to increase gene copy numbers for the higher protein demand during the development of amphibians and flies. Notably, gene amplification has since been detected in normal mammalian cells during differentiation. Numerous amplified genes detected in tumor cells overlap with amplified genes detected during stem cell differentiation. Since stem cells have a valuable potency in regenerative therapies and since cartilage regeneration is a highly demanded therapeutic strategy, the current study investigated gene amplification dynamics during the chondrogenic differentiation of human mesenchymal stem cells (hMSCs). Using quantitative PCR, copy number changes were analyzed for genes previously implicated in differentiation, as well as genes amplified in chondrosarcoma, including <italic>CDK4</italic>, <italic>MDM2</italic>, <italic>AGAP2</italic>, <italic>CPT1B</italic>, <italic>SHANK3</italic>, <italic>TRIB1</italic> and <italic>MYC</italic>. Amplifications were transient and stage-specific: <italic>CDK4</italic>, <italic>CPT1B</italic> and <italic>SHANK3</italic> exhibited the highest copy number increases at day 2, followed by a gradual decline by day 7, whereas <italic>AGAP2</italic> and <italic>MDM2</italic> increased later in differentiation. Laser microdissection of toluidine blue-stained areas revealed heterogeneity in amplification patterns: <italic>CDK4</italic> amplification was prominent in areas lacking or showing moderate proteoglycan deposition; <italic>CPT1B</italic> amplification occurred in regions with absent, moderate or intense proteoglycan deposition; and <italic>SHANK3</italic> amplification was restricted to areas with intense proteoglycan deposition. Notably, regions with the strongest proteoglycan staining exhibited no gene amplification, suggesting that gene amplification is an early, transient event that diminishes as differentiation progresses. These findings highlight gene amplification as a mechanism during chondrogenesis, potentially critical for early differentiation stages and genome stability in mature cells.</p>
</abstract>
<kwd-group>
<kwd>gene amplification</kwd>
<kwd><italic>CDK4</italic></kwd>
<kwd><italic>MDM2</italic></kwd>
<kwd>chondrogenesis</kwd>
<kwd>laser microdissection</kwd>
</kwd-group>
<funding-group>
<funding-statement><bold>Funding:</bold> This work was supported by the <italic>Universit&#x00E4;t des Saarlandes</italic> (grant no. 2025-Fischer) to UF and the <italic>Deutsche Forschungsgemeinschaft</italic> (DFG; grant no. 447452855 INST 256/541-1) to EM.</funding-statement>
</funding-group>
</article-meta>
</front>
<body>
<sec sec-type="intro">
<title>Introduction</title>
<p>Gene amplification is a genetic process where the copy number of certain genes increases, without a proportional increase of the genome. Gene amplification is not only a hallmark of genetic alterations in tumor cells but is also well described and studied since decades as physiological mechanism in amphibians and flies. For example, during the development of <italic>Drosophila melanogaster</italic> and <italic>Xenopus laevis</italic>, specific DNA regions are amplified within defined developmental time windows (<xref rid="b1-ETM-32-6-13341" ref-type="bibr">1</xref>).</p>
<p>There is growing evidence that gene amplification plays a physiological role during differentiation of stem and progenitor cells. Previously we described gene amplification during differentiation of mesenchymal stem cells towards osteoblasts and adipocytes (<xref rid="b2-ETM-32-6-13341" ref-type="bibr">2</xref>). Interestingly, gene amplifications that arise during stem cell differentiation often overlap with those found in the corresponding tumor types. For example, the genes <italic>CDK4</italic> and <italic>MDM2</italic> were shown to undergo co-amplification during the differentiation of mesenchymal stem cells (MSCs) into adipocytes, mirroring the high-level amplifications characteristic of liposarcoma (<xref rid="b3-ETM-32-6-13341" ref-type="bibr">3</xref>). Similarly, several studies on chondrosarcoma have reported <italic>MYC</italic> gene amplification on chromosome 8, with array-CGH analyses demonstrating that <italic>MYC</italic> amplification occurs more frequently in higher-grade and dedifferentiated chondrosarcomas (<xref rid="b4-ETM-32-6-13341" ref-type="bibr">4</xref>,<xref rid="b5-ETM-32-6-13341" ref-type="bibr">5</xref>). In addition, genomic profiling of chondrosarcoma revealed several amplified chromosome regions including regions on chromosomes 5, 12, 19 and 22(<xref rid="b6-ETM-32-6-13341" ref-type="bibr">6</xref>). Notably, amplification of <italic>CDK4</italic> without accompanying <italic>MDM2</italic> co-amplification has also been documented in at least one chondrosarcoma case, further underscoring the heterogeneity and potential clinical relevance of these genetic events (<xref rid="b7-ETM-32-6-13341" ref-type="bibr">7</xref>).</p>
<p>Mesenchymal stem cells (MSCs) possess significant potential for therapeutic applications in tissue regeneration. One of the most ambitious investigations is probably regeneration of articular cartilage since many health restrictions are based on cartilage destruction (<xref rid="b8-ETM-32-6-13341 b9-ETM-32-6-13341 b10-ETM-32-6-13341" ref-type="bibr">8-10</xref>). Understanding both the regenerative capacity and the potential risks caused by genetic changes that are associated with directing hMSCs toward a chondrogenic lineage is therefore essential. Here we set out to investigate whether gene amplifications are detectable during chondrogenic differentiation of human mesenchymal stem cells (hMSCs).</p>
</sec>
<sec sec-type="Materials|methods">
<title>Materials and methods</title>
<sec>
<title/>
<sec>
<title>Cell culture and differentiation</title>
<p>Primary hMSCs from bone marrow were purchased form PromoCell and were cultured until they formed spheres in U-bottom 96-well plates or were near confluent on Zeiss FrameSlides PET (polyethylene terephthalate) membrane for laser microdissection. Chondrocyte differentiation was induced in conditions using chondrogenic differentiation medium (PromoCell) (<xref rid="b11-ETM-32-6-13341" ref-type="bibr">11</xref>) for 5-7 days.</p>
<p>A detailed characterization of hMSCs is provided in the supplier&#x0027;s certificates of analysis for Lot numbers 488Z010 (female donor, 79 years) and 479Z025 (male donor, 80 years), both of which were used in this study. As indicated in these certificates, surface marker analysis at passage 3 showed that 100&#x0025; of cells were positive for CD73, CD90 and CD105, while 99-100&#x0025; were negative for CD34 CD45. The certificates also document differentiation potential toward adipogenic, osteogenic, and chondrogenic lineages. All experiments were performed using cells at passage 3.</p>
</sec>
<sec>
<title>RNA-seq</title>
<p>RNA was isolated using miRNAeasy Kit (Qiagen) and used for next generation sequencing. Sequencing was performed on an DNBSEQ-G400RS instrument by the NGS Sequencing Facility of Saarland University using the 100bp paired end sequencing strategy. Paired-end fastq files were processed using the mRNA module of SnakePipes 3.0.0(<xref rid="b12-ETM-32-6-13341" ref-type="bibr">12</xref>). The reads were aligned using STAR using default settings provided by snakepipes (<xref rid="b13-ETM-32-6-13341" ref-type="bibr">13</xref>) against GRCh38(<xref rid="b14-ETM-32-6-13341" ref-type="bibr">14</xref>) in order to generate bam and bai files. Quality control checks were carried out using multiQC (<xref rid="b15-ETM-32-6-13341" ref-type="bibr">15</xref>).</p>
</sec>
<sec>
<title>Toluidine blue staining of proteoglycan during differentiation</title>
<p>HMSCs were cultivated and differentiated as described above. For toluidine blue staining cells were washed once with PBSx1 for 10 min and either fixed with 4&#x0025; PFA (paraformaldehyde) for 5 min or with ice cold methanol for 10 min. Toluidine staining solution (10&#x0025; Toluidine blue, 1&#x0025; Borax) was applied for 15 min, and excess staining was removed by three PBSx1 washing steps (<xref rid="b16-ETM-32-6-13341" ref-type="bibr">16</xref>). Differentiation was checked with a bright-field microscope at x20 magnification.</p>
</sec>
<sec>
<title>Laser microdissection of differentially toluidine-blue stained areas</title>
<p>For laser microdissection hMSCs were differentiated for 5 days towards chondrocytes and stained with toluidine blue for proteoglycan detection of differentiating cells. In total 20 areas (for each staining subpopulation: grey, light blue, blue and dark blue) of 0.76 mm<sup>2</sup> were laser microdissected, using the PALM<sup>&#x00AE;</sup> MicroBeam Microdissection System (Carl Zeiss AG). These experiments were done in three biological replicates. DNA extraction was performed using the QIAamp DNA Micro Kit (Qiagen) according to the manufacturer&#x0027;s instructions. The final eluate was concentrated to a total volume of approximately 12 &#x00B5;l and DNA concentration was determined using Qubit&#x2122; dsDNA HS Assay Kit (Thermo Fisher Scientific).</p>
</sec>
<sec>
<title>qPCR analysis</title>
<p>TaqMan Copy Number Assays for genes <italic>CDK4</italic> (Hs00957586_cn), <italic>MDM2</italic> (Hs00181272_cn), <italic>AGAP2</italic> (Hs01425078_cn), <italic>CPT1B</italic> (Hs01741692cn), <italic>MYC</italic> (Hs02602824_cn), <italic>SHANK3</italic> (Hs04081743_cn), and <italic>TRIB1</italic> (Hs00836770_cn) were performed following manufacturer&#x0027;s instructions (Applied Biosystems<sup>&#x00AE;</sup>). <italic>RNaseP</italic> TaqMan Copy number reference assay was used for relative quantitation of copy number of target genes. DNA from not differentiated controls of hMSCs cultivated in DMEM was used as control standard for normal diploid copy number. TaqMan assays were run in four technical replicates and results were analyzed using StepOne&#x2122; Software v2.0 and CopyCaller&#x2122; software (Applied Biosystems<sup>&#x00AE;</sup> by Life Technologies Corporation) for differentiation in U-bottom 96-well plates. TaqMan Copy Number Assays for genes <italic>CDK4</italic> (Hs00957586_cn), <italic>AGAP2</italic> (Hs01425078_cn), <italic>CPT1B</italic> (Hs01741692cn), <italic>SHANK3</italic> (Hs04081743_cn), and <italic>TRIB1</italic> (Hs00836770_cn) were performed with 250 pg DNA per reaction. TaqMan assays were run in two technical replicates and results were analyzed using StepOne&#x2122; Software v2.0 and CopyCaller&#x2122; software for laser microdissected areas. For analysis of this low amount of DNA input the Cq-threshold was set to exclude values above 35.</p>
</sec>
<sec>
<title>Statistical analysis</title>
<p>Copy number values extracted from CopyCaller&#x2122; were analyzed for each gene separately. One-way ANOVA (alpha level 0.05, n=6) was used to test the null hypothesis that staining color (CTRL, grey, light blue, blue, dark blue) and copy number are independent for the genes <italic>AGAP2</italic>, <italic>CDK4</italic>, <italic>CPT1B</italic>, <italic>SHANK3</italic> and <italic>TRIB1</italic>. We performed Tukey&#x0027;s HSD post hoc test (alpha=0.05) to find pairs of staining area that are significantly different in terms of copy number for each of the genes mentioned. Calculations were performed using R version 4.3.3, specifically the aov function (<ext-link xmlns:xlink="http://www.w3.org/1999/xlink" ext-link-type="uri" xlink:href="https://search.r-project.org/R/refmans/stats/html/aov.html">https://search.r-project.org/R/refmans/stats/html/aov.html</ext-link>) with the formula Copy_number &#x007E; Staining followed by the Tukey HSD function for post hoc comparisons. P&#x003C;0.05 was considered to indicate a statistically significant difference.</p>
</sec>
</sec>
</sec>
<sec sec-type="Results">
<title>Results</title>
<p>HMSCs were differentiated in U-bottom 96-wells and differentiation was confirmed by toluidine blue staining and RNA-seq analysis of chondrogenic differentiation specific genes <italic>SOX9</italic>, <italic>COL2A1</italic> and <italic>ACAN</italic> (<xref rid="b17-ETM-32-6-13341" ref-type="bibr">17</xref>,<xref rid="b18-ETM-32-6-13341" ref-type="bibr">18</xref>). Already at 5 days post differentiation induction cells revealed three-dimensional cell growth as spheres and high intensity of proteoglycan specific toluidine blue staining (<xref rid="f1-ETM-32-6-13341" ref-type="fig">Fig. 1</xref>). Expression analysis of two independent biological replicates revealed an increase of <italic>SOX9</italic> expression after 2 days and a further increase after 7 days of differentiation and an increase of <italic>COL2A1</italic> and <italic>ACAN</italic> expression after 5 and 7 days of differentiation (<xref rid="f2-ETM-32-6-13341" ref-type="fig">Fig. 2</xref>). To detect gene amplifications, we analyzed bulk DNA from hMSCs differentiated toward chondrocytes for 1, 2, 5, and 7 days, as well as from undifferentiated hMSCs serving as controls. Amplification was assessed by quantitative PCR (TaqMan) in four replicates, and data were evaluated using the CopyCaller software (Applied Biosystems).</p>
<p>For our investigation we selected genes previously found to be amplified during osteoblast and adipocyte differentiation and genes that were known to be amplified in tumors derived from chondrocytes including genes on chromosome 12, chromosome 22 and chromosome 8 (<xref rid="b2-ETM-32-6-13341" ref-type="bibr">2</xref>,<xref rid="b6-ETM-32-6-13341" ref-type="bibr">6</xref>). Copy number was determined for genes <italic>AGAP2, CDK4</italic> and <italic>MDM2</italic> localized on chromosome 12, <italic>CPT1B</italic> and <italic>SHANK3</italic> localized on chromosome 22 and <italic>TRIB1</italic> and <italic>MYC</italic> localized on chromosome 8. As shown in <xref rid="f3-ETM-32-6-13341" ref-type="fig">Fig. 3</xref> after 1 day of differentiation none of the investigated genes revealed a copy number increase. After 2 days of differentiation <italic>CDK4</italic>, <italic>CPT1B</italic> and <italic>SHANK 3</italic> revealed a 60&#x0025; copy number increase, <italic>AGAP2</italic> and <italic>TRIB1</italic> exhibited a 20&#x0025; copy number increase; <italic>MDM2</italic> and <italic>MYC</italic> remained unchanged (<xref rid="f3-ETM-32-6-13341" ref-type="fig">Fig. 3</xref>). After 5 days of differentiation <italic>AGAP2</italic> and <italic>MDM2</italic> displayed increases, whereas <italic>CDK4</italic>, <italic>CPT1B</italic> and <italic>SHANK3</italic>, which were highest at 2 days, decreased and <italic>MYC</italic> still remained unchanged. After 7 days of differentiation <italic>CDK4</italic>, <italic>CPT1B</italic>, <italic>SHANK3</italic>, and <italic>TRIB1</italic> decreased further, <italic>AGAP2</italic> increased, and no further copy number change was detected for <italic>MDM2</italic>. <italic>MYC</italic> showed no change throughout the 7-day differentiation period.</p>
<p>Previous published investigations on gene amplification during differentiation revealed a high heterogeneity of gene amplification between single cells. During osteoblast differentiation for example, cells with high level amplification were detected next to cells with normal copy number and during neural differentiation composition and copy number of co-amplified genes varied between neighboring cells (<xref rid="b2-ETM-32-6-13341" ref-type="bibr">2</xref>,<xref rid="b19-ETM-32-6-13341" ref-type="bibr">19</xref>). One possible reason for the differences in gene copy numbers is differences in the degree of differentiation upon differentiation induction. After five days upon differentiation induction, we performed laser microdissection on hMSCs after toluidine blue staining for detection of proteoglycan production that is indicative for chondrocyte differentiation (<xref rid="f4-ETM-32-6-13341" ref-type="fig">Fig. 4A-D</xref>). Toluidine blue stain revealed heterogenous blue intensities with areas of grey (<xref rid="f4-ETM-32-6-13341" ref-type="fig">Fig. 4A</xref>), light blue (<xref rid="f4-ETM-32-6-13341" ref-type="fig">Fig. 4B</xref>), blue (<xref rid="f4-ETM-32-6-13341" ref-type="fig">Fig. 4C</xref>) and dark blue (<xref rid="f4-ETM-32-6-13341" ref-type="fig">Fig. 4D</xref>) staining as result of different amounts of produced proteoglycans indicating different stages of differentiation.</p>
<p>In total we laser microdissected 20 areas for each blue intensity as shown in <xref rid="f4-ETM-32-6-13341" ref-type="fig">Fig. 4A-D</xref>. Although the laser microdissected regions were comparable in size the amount of isolated DNA varied between 1.8 ng for grey and light blue areas and 6 ng for blue and dark blue areas. Copy analysis was done by TaqMan qPCR with 250 pg laser microdissected DNA for each experiment. Analyses were performed using three biological replicates, each with two technical replicates, and undifferentiated hMSC DNA served as the control. Copy number variations for <italic>AGAP2</italic>, <italic>CDK4</italic>, <italic>CPT1B</italic>, <italic>TRIB1</italic>, and <italic>SHANK3</italic> are shown in <xref rid="f4-ETM-32-6-13341" ref-type="fig">Fig. 4E</xref>, and corresponding calculated P-values were summarized in <xref rid="tI-ETM-32-6-13341" ref-type="table">Tables I</xref> and <xref rid="tII-ETM-32-6-13341" ref-type="table">II</xref>. A significantly increased <italic>CDK4</italic> copy number was observed in cells from grey and light blue regions, corresponding to absent or low proteoglycan content. <italic>CPT1B</italic> copy number was significantly elevated in blue regions, indicative of proteoglycan deposition. In addition, an increase in <italic>SHANK3</italic> copy number was detected in blue regions, reflecting higher proteoglycan levels. Interestingly, dark blue areas with highest proteoglycan levels revealed no significant copy number increase for the investigated genes. <italic>AGAP2</italic> showed no copy number increase in the laser microdissected probes for all staining intensities. TaqMan analysis of <italic>MDM2</italic> revealed no results for technical reasons. Unfortunately, the very low amount of DNA from microdissected areas is a limitation of this study since chondrocyte marker analysis was not possible.</p>
</sec>
<sec sec-type="Discussion">
<title>Discussion</title>
<p>Gene amplification has long been associated with tumorigenesis and multidrug resistance, although its physiological role was first recognized in <italic>Drosophila melanogaster</italic> during eggshell development (<xref rid="b20-ETM-32-6-13341" ref-type="bibr">20</xref>,<xref rid="b21-ETM-32-6-13341" ref-type="bibr">21</xref>). Here, we identified gene amplifications in hMSCs during chondrogenic differentiation. Previous fluorescence-<italic>in-situ</italic>-hybridization (FISH) analyses of hMSCs differentiating into adipocytes and osteoblasts revealed heterogenous populations, with amplified and non-amplified cells coexisting (<xref rid="b2-ETM-32-6-13341" ref-type="bibr">2</xref>). However, FISH analysis proved challenging for chondrocyte differentiation due to the three-dimensional growth pattern and proteoglycan production, which interfere with FISH. Here, we investigated gene amplification during the first seven days of chondrocyte differentiation using qPCR and Taq Man assays targeting genes previously shown to be amplified during osteoblast and adipocyte differentiation, as well as genes that were known to be amplified in chondrosarcoma (<xref rid="b2-ETM-32-6-13341" ref-type="bibr">2</xref>,<xref rid="b6-ETM-32-6-13341" ref-type="bibr">6</xref>).</p>
<p>DNA sequence amplification, as defined by Bostock CJ in 1986, refers to any event that increases a gene&#x0027;s copy number per haploid genome above the level characteristic for that organism (<xref rid="b1-ETM-32-6-13341" ref-type="bibr">1</xref>). In accordance with a criterion defined in our recent study (<xref rid="b22-ETM-32-6-13341" ref-type="bibr">22</xref>), qPCR-derived copy number values exceeding 2.3 were considered indicative of gene amplification. To distinguish gene amplification from whole-chromosome duplication, we included genes located on the same chromosomes (<italic>AGAP2</italic>, <italic>CDK4</italic>, and <italic>MDM2</italic> on chromosome 12; <italic>CPT1B</italic> and <italic>SHANK3</italic> on chromosome 22; and <italic>TRIB1</italic> and <italic>MYC</italic> on chromosome 8).</p>
<p>During chondrocyte differentiation, qPCR analysis revealed amplification of several investigated genes at days 2 and 5, followed by a decline by day 7. To assess stage-specific amplification, we performed laser microdissection of toluidine blue-stained areas after five days of differentiation, when proteoglycan deposition was evident. Cells were grown on PET membrane slides, enabling precise isolation of regions with varying staining intensities.</p>
<p>Amplification patterns differed across differentiation stages: <italic>CDK4</italic> showed the highest copy number in regions lacking and low proteoglycans, indicating early activation, whereas <italic>SHANK3</italic> peaked in areas with strong proteoglycan staining, suggesting stage-specific amplification. Regions with the most intense staining displayed no significant amplifications for all tested genes, consistent with cessation of amplification during terminal differentiation. Although <italic>AGAP2</italic> increased in bulk DNA at days 5 and 7, it was undetectable in microdissected samples, and <italic>MDM2</italic> yielded no results, likely due to technical limitations of microdissection and DNA isolation. A possible reason for failure of <italic>MDM2</italic> qPCR amplification could be the very low amount of DNA per reaction (250 pg) and degradation effects during laser microdissection and DNA isolation. In this respect we would like to mention that gene amplification analysis using microdissected samples is a starting point to address gene amplifications in a heterogenous cell population but has limitations because of low DNA yield and degradation during laser exposure. Future studies need to be expanded to increase DNA yield and to have the possibility to test more genes on gene amplification including chondrocyte marker genes and additional genome regions. Furthermore, although <italic>CPT1B</italic> and <italic>SHANK3</italic> are both located on chromosome 22, their distinct amplification patterns across microdissected regions argues against whole-chromosome duplication and instead support gene-specific amplification events.</p>
<p>Chondrosarcoma development is closely linked to the dysregulation of normal chondrogenic differentiation pathways. Chondrosarcoma is increasingly viewed as a disease in which molecular alterations accumulate along the differentiation trajectory of chondrogenic cells rather than arising independently of cartilage development. During early differentiation mutations alter proliferation and differentiation of chondrocytes and very likely support malignant transformation. Those early mutations were supposed to alter the IHH/PTHrP and IDH1/IDH2 pathways (<xref rid="b23-ETM-32-6-13341" ref-type="bibr">23</xref>). Late-stage mutations were suggested to involve cell cycle regulating pathways including p53 and RB (<xref rid="b23-ETM-32-6-13341" ref-type="bibr">23</xref>). As early as 1980 Kreicbergs <italic>et al</italic> (<xref rid="b24-ETM-32-6-13341" ref-type="bibr">24</xref>) found that many highly malignant and metastasizing chondrosarcoma were hyperploid. In this respect it is interesting that we found <italic>CDK4</italic> amplifications predominantly during early differentiation stages and no significant gene amplifications during the latest differentiation stage. So early differentiation associated mutations can lead to unscheduled <italic>CDK4</italic> amplification with known growth advantages whereas late differentiation mtations especially <italic>TP53</italic> mutations probably can disturb proper cease of gene amplification and lead to genome instability.</p>
<p>In addition, for normal chondrocyte differentiation of mesenchymal stem cells, a precise timing of induction and silencing of <italic>SOX9</italic> expression is necessary (<xref rid="b25-ETM-32-6-13341" ref-type="bibr">25</xref>). Here we found an increasing <italic>SOX9</italic> expression during differentiation with highest SOX9 expression after 7 days. Posttranscriptional regulation of <italic>SOX9</italic> expression through altered miR-145 expression was described as epigenetic regulation of <italic>SOX9</italic> in human chondrosarcoma (<xref rid="b26-ETM-32-6-13341" ref-type="bibr">26</xref>). We can speculate if this regulation occurs late during differentiation maybe a loss of <italic>SOX9</italic> gene function thereby leads to additional genome instability, polyploidy and further promotes tumorigenesis.</p>
<p>Despite tumor development chondrocyte differentiation may also affect Osteoarthritis (OA) and extracellular matrix (ECM) dysregulation. OA is mainly a disease of extracellular matrix (ECM) imbalance (<xref rid="b27-ETM-32-6-13341" ref-type="bibr">27</xref>). Therefore, any gene affecting chondrocyte proliferation and metabolism of ECM proteins, could potentially contribute to disease susceptibility or progression.</p>
<p>Chondrocytes were the main producer of ECM proteins. During OA progression chondrocytes secrete inflammatory cytokines that were involved in disruption of cartilage homeostasis and cartilage degradation (<xref rid="b28-ETM-32-6-13341" ref-type="bibr">28</xref>). Several studies report an association between OA and fibrosis (<xref rid="b29-ETM-32-6-13341" ref-type="bibr">29</xref>). During normal chondrocyte differentiation <italic>CDK4</italic> amplification likely necessary for regulating the balance between proliferation and differentiation. Since <italic>CDK4</italic> gene amplification is no more detectable in late differentiation stages and as mentioned above for chondrosarcoma development mutations can lead to growth advantage of cells with unscheduled <italic>CDK4</italic> amplification resulting in proliferation of chondrocytes and imbalances of ECM proteins and inflammatory cytokines.</p>
<p><italic>CPT1B</italic> is a rate-limiting enzyme for mitochondrial fatty-acid &#x03B2;-oxidation and was recently shown to be highly expressed in myoblasts of OA patients (<xref rid="b30-ETM-32-6-13341" ref-type="bibr">30</xref>). During normal differentiation <italic>CPT1B</italic> amplification is probably necessary for an enhanced metabolism and for OA development the involvement is still unknown. <italic>SHANK3</italic> is known as a postsynaptic scaffold protein in neurons and an involvement in normal cartilage development is unknown. We can only speculate that during normal chondrocyte differentiation <italic>SHANK3</italic> is necessary for cytoskeletal organization or cell-matrix communication but a functional role in OA development remains unclear.</p>
<p>In conclusion, we observed in both bulk and microdissected analyses that gene amplification is an early, transient process during chondrogenic differentiation, diminishing as cells mature-likely to preserve genomic stability. Since this study has limitations, further orthogonal validation methods including single cell analysis were needed. Future studies should explore mechanisms that regulate amplification cessation and their implications for regenerative therapies. Nevertheless, the current work provides valuable insights into advantages and capabilities including risks of these cells.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgements</title>
<p>Not applicable.</p>
</ack>
<sec sec-type="data-availability">
<title>Availability of data and materials</title>
<p>The data generated in the present study may be found in the SRA database under BioProject accession number PRJNA1504250 or at the following URL: <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/sra/?term=PRJNA1504250">https://www.ncbi.nlm.nih.gov/sra/?term=PRJNA1504250</ext-link>.</p>
</sec>
<sec>
<title>Authors&#x0027; contributions</title>
<p>PES performed the investigation, and reviewed and edited the manuscript; MC performed the investigation, and reviewed and edited the manuscript; SR performed formal analysis, including statistical analysis and sequencing analysis, and reviewed and edited the manuscript; AK was involved in conceptualization, acquired funding, and reviewed and edited the manuscript; EM was involved in conceptualization, acquired funding, wrote the original draft, and reviewed and edited the manuscript; UF was involved in conceptualization, performed the investigation, wrote the original draft, and reviewed and edited the manuscript. SR and AK confirm the authenticity of all the raw data. All authors read and approved the final manuscript.</p>
</sec>
<sec>
<title>Ethics approval and consent to participate</title>
<p>The <italic>in vitro</italic> use of primary human cells from PromoCell does not require ethics approval from the institutional ethics committee; this does not violate the ethical, legal or political standards or principles within Germany. PromoCell&#x0027;s donor acquisition, documents and cell collection process has been assessed and evaluated by the ethical commission of the doctor&#x0027;s medical association of Baden-W&#x00FC;rttemberg (ethic approval nos. &#x0023; 219-04 and &#x0023; F-2020-157).</p>
</sec>
<sec>
<title>Patient consent for publication</title>
<p>Not applicable.</p>
</sec>
<sec sec-type="COI-statement">
<title>Competing interests</title>
<p>The authors declare that they have no competing interests.</p>
</sec>
<ref-list>
<title>References</title>
<ref id="b1-ETM-32-6-13341"><label>1</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Bostock</surname><given-names>CJ</given-names></name></person-group><article-title>Mechanisms of DNA sequence amplification and their evolutionary consequences</article-title><source>Philos Trans R Soc Lond B Biol Sci</source><volume>312</volume><fpage>261</fpage><lpage>273</lpage><year>1986</year><pub-id pub-id-type="pmid">2870521</pub-id><pub-id pub-id-type="doi">10.1098/rstb.1986.0006</pub-id></element-citation></ref>
<ref id="b2-ETM-32-6-13341"><label>2</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Altmayer</surname><given-names>NC</given-names></name><name><surname>Galata</surname><given-names>V</given-names></name><name><surname>Warschburger</surname><given-names>N</given-names></name><name><surname>Keller</surname><given-names>A</given-names></name><name><surname>Meese</surname><given-names>E</given-names></name><name><surname>Fischer</surname><given-names>U</given-names></name></person-group><article-title>Gene amplification in mesenchymal stem cells and during differentiation towards adipocytes or osteoblasts</article-title><source>Oncotarget</source><volume>9</volume><fpage>1803</fpage><lpage>1812</lpage><year>2017</year><pub-id pub-id-type="pmid">29416732</pub-id><pub-id pub-id-type="doi">10.18632/oncotarget.22804</pub-id></element-citation></ref>
<ref id="b3-ETM-32-6-13341"><label>3</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Thway</surname><given-names>K</given-names></name></person-group><article-title>What&#x0027;s new in adipocytic neoplasia?</article-title><source>Histopathology</source><volume>80</volume><fpage>76</fpage><lpage>97</lpage><year>2022</year><pub-id pub-id-type="pmid">34958506</pub-id><pub-id pub-id-type="doi">10.1111/his.14548</pub-id></element-citation></ref>
<ref id="b4-ETM-32-6-13341"><label>4</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Barrios</surname><given-names>C</given-names></name><name><surname>Castresana</surname><given-names>JS</given-names></name><name><surname>Ruiz</surname><given-names>J</given-names></name><name><surname>Kreicbergs</surname><given-names>A</given-names></name></person-group><article-title>Amplification of c-myc oncogene and absence of c-Ha-ras point mutation in human bone sarcoma</article-title><source>J Orthop Res</source><volume>11</volume><fpage>556</fpage><lpage>563</lpage><year>1993</year><pub-id pub-id-type="pmid">8101872</pub-id><pub-id pub-id-type="doi">10.1002/jor.1100110410</pub-id></element-citation></ref>
<ref id="b5-ETM-32-6-13341"><label>5</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Morrison</surname><given-names>C</given-names></name><name><surname>Radmacher</surname><given-names>M</given-names></name><name><surname>Mohammed</surname><given-names>N</given-names></name><name><surname>Suster</surname><given-names>D</given-names></name><name><surname>Auer</surname><given-names>H</given-names></name><name><surname>Jones</surname><given-names>S</given-names></name><name><surname>Riggenbach</surname><given-names>J</given-names></name><name><surname>Kelbick</surname><given-names>N</given-names></name><name><surname>Bos</surname><given-names>G</given-names></name><name><surname>Mayerson</surname><given-names>J</given-names></name></person-group><article-title>MYC amplification and polysomy 8 in chondrosarcoma: Array comparative genomic hybridization, fluorescent in situ hybridization, and association with outcome</article-title><source>J Clin Oncol</source><volume>23</volume><fpage>9369</fpage><lpage>9376</lpage><year>2005</year><pub-id pub-id-type="pmid">16361637</pub-id><pub-id pub-id-type="doi">10.1200/JCO.2005.03.7127</pub-id></element-citation></ref>
<ref id="b6-ETM-32-6-13341"><label>6</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Hallor</surname><given-names>KH</given-names></name><name><surname>Staaf</surname><given-names>J</given-names></name><name><surname>Bov&#x00E9;e</surname><given-names>JVMG</given-names></name><name><surname>Hogendoorn</surname><given-names>PCW</given-names></name><name><surname>Cleton-Jansen</surname><given-names>AM</given-names></name><name><surname>Knuutila</surname><given-names>S</given-names></name><name><surname>Savola</surname><given-names>S</given-names></name><name><surname>Niini</surname><given-names>T</given-names></name><name><surname>Brosj&#x00F6;</surname><given-names>O</given-names></name><name><surname>Bauer</surname><given-names>HCF</given-names></name><etal/></person-group><article-title>Genomic profiling of chondrosarcoma: Chromosomal patterns in central and peripheral tumors</article-title><source>Clin Cancer Res</source><volume>15</volume><fpage>2685</fpage><lpage>2694</lpage><year>2009</year><pub-id pub-id-type="pmid">19336518</pub-id><pub-id pub-id-type="doi">10.1158/1078-0432.CCR-08-2330</pub-id></element-citation></ref>
<ref id="b7-ETM-32-6-13341"><label>7</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Kanoe</surname><given-names>H</given-names></name><name><surname>Nakayama</surname><given-names>T</given-names></name><name><surname>Murakami</surname><given-names>H</given-names></name><name><surname>Hosaka</surname><given-names>T</given-names></name><name><surname>Yamamoto</surname><given-names>H</given-names></name><name><surname>Nakashima</surname><given-names>Y</given-names></name><name><surname>Tsuboyama</surname><given-names>T</given-names></name><name><surname>Nakamura</surname><given-names>T</given-names></name><name><surname>Sasaki</surname><given-names>MS</given-names></name><name><surname>Toguchida</surname><given-names>J</given-names></name></person-group><article-title>Amplification of the CDK4 gene in sarcomas: Tumor specificity and relationship with the RB gene mutation</article-title><source>Anticancer Res</source><volume>18</volume><fpage>2317</fpage><lpage>2321</lpage><year>1998</year><pub-id pub-id-type="pmid">9703873</pub-id></element-citation></ref>
<ref id="b8-ETM-32-6-13341"><label>8</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Prieto-Alhambra</surname><given-names>D</given-names></name><name><surname>Judge</surname><given-names>A</given-names></name><name><surname>Javaid</surname><given-names>MK</given-names></name><name><surname>Cooper</surname><given-names>C</given-names></name><name><surname>Diez-Perez</surname><given-names>A</given-names></name><name><surname>Arden</surname><given-names>NK</given-names></name></person-group><article-title>Incidence and risk factors for clinically diagnosed knee, hip and hand osteoarthritis: Influences of age, gender and osteoarthritis affecting other joints</article-title><source>Ann Rheum Dis</source><volume>73</volume><fpage>1659</fpage><lpage>1664</lpage><year>2014</year><pub-id pub-id-type="pmid">23744977</pub-id><pub-id pub-id-type="doi">10.1136/annrheumdis-2013-203355</pub-id></element-citation></ref>
<ref id="b9-ETM-32-6-13341"><label>9</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Widjaja</surname><given-names>G</given-names></name><name><surname>Jalil</surname><given-names>AT</given-names></name><name><surname>Budi</surname><given-names>HS</given-names></name><name><surname>Abdelbasset</surname><given-names>WK</given-names></name><name><surname>Efendi</surname><given-names>S</given-names></name><name><surname>Suksatan</surname><given-names>W</given-names></name><name><surname>Rita</surname><given-names>RS</given-names></name><name><surname>Satria</surname><given-names>AP</given-names></name><name><surname>Aravindhan</surname><given-names>S</given-names></name><name><surname>Saleh</surname><given-names>MM</given-names></name><etal/></person-group><article-title>Mesenchymal stromal/stem cells and their exosomes application in the treatment of intervertebral disc disease: A promising frontier</article-title><source>Int Immunopharmacol</source><volume>105</volume><issue>108537</issue><year>2022</year><pub-id pub-id-type="pmid">35101851</pub-id><pub-id pub-id-type="doi">10.1016/j.intimp.2022.108537</pub-id></element-citation></ref>
<ref id="b10-ETM-32-6-13341"><label>10</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Cucchiarini</surname><given-names>M</given-names></name><name><surname>Henrionnet</surname><given-names>C</given-names></name><name><surname>Mainard</surname><given-names>D</given-names></name><name><surname>Pinzano</surname><given-names>A</given-names></name><name><surname>Madry</surname><given-names>H</given-names></name></person-group><article-title>New trends in articular cartilage repair</article-title><source>J Exp Orthop</source><volume>2</volume><issue>8</issue><year>2015</year><pub-id pub-id-type="pmid">26914876</pub-id><pub-id pub-id-type="doi">10.1186/s40634-015-0026-0</pub-id></element-citation></ref>
<ref id="b11-ETM-32-6-13341"><label>11</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Gonzalez</surname><given-names>AO</given-names></name><name><surname>Azees</surname><given-names>PAA</given-names></name><name><surname>Chen</surname><given-names>JP</given-names></name><name><surname>Marinkovic</surname><given-names>M</given-names></name><name><surname>Cao</surname><given-names>B</given-names></name><name><surname>Liang</surname><given-names>T</given-names></name><name><surname>Hu</surname><given-names>P</given-names></name><name><surname>Yeh</surname><given-names>CK</given-names></name><name><surname>Dean</surname><given-names>DD</given-names></name><name><surname>Bai</surname><given-names>Y</given-names></name><name><surname>Chen</surname><given-names>XD</given-names></name></person-group><article-title>Aging adipose-derived mesenchymal stem cells, cultured on a native young extracellular matrix, are protected from senescence and apoptosis along with increased expression of HLA-DR and CD74 associated with PI3K signaling</article-title><source>Aging Cell</source><volume>24</volume><issue>e70165</issue><year>2025</year><pub-id pub-id-type="pmid">40763035</pub-id><pub-id pub-id-type="doi">10.1111/acel.70165</pub-id></element-citation></ref>
<ref id="b12-ETM-32-6-13341"><label>12</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Bhardwaj</surname><given-names>V</given-names></name><name><surname>Heyne</surname><given-names>S</given-names></name><name><surname>Sikora</surname><given-names>K</given-names></name><name><surname>Rabbani</surname><given-names>L</given-names></name><name><surname>Rauer</surname><given-names>M</given-names></name><name><surname>Kilpert</surname><given-names>F</given-names></name><name><surname>Richter</surname><given-names>AS</given-names></name><name><surname>Ryan</surname><given-names>DP</given-names></name><name><surname>Manke</surname><given-names>T</given-names></name></person-group><article-title>snakePipes: Facilitating flexible, scalable and integrative epigenomic analysis</article-title><source>Bioinformatics</source><volume>35</volume><fpage>4757</fpage><lpage>4759</lpage><year>2019</year><pub-id pub-id-type="pmid">31134269</pub-id><pub-id pub-id-type="doi">10.1093/bioinformatics/btz436</pub-id></element-citation></ref>
<ref id="b13-ETM-32-6-13341"><label>13</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Dobin</surname><given-names>A</given-names></name><name><surname>Davis</surname><given-names>CA</given-names></name><name><surname>Schlesinger</surname><given-names>F</given-names></name><name><surname>Drenkow</surname><given-names>J</given-names></name><name><surname>Zaleski</surname><given-names>C</given-names></name><name><surname>Jha</surname><given-names>S</given-names></name><name><surname>Batut</surname><given-names>P</given-names></name><name><surname>Chaisson</surname><given-names>M</given-names></name><name><surname>Gingeras</surname><given-names>TR</given-names></name></person-group><article-title>STAR: Ultrafast universal RNA-seq aligner</article-title><source>Bioinformatics</source><volume>29</volume><fpage>15</fpage><lpage>21</lpage><year>2013</year><pub-id pub-id-type="pmid">23104886</pub-id><pub-id pub-id-type="doi">10.1093/bioinformatics/bts635</pub-id></element-citation></ref>
<ref id="b14-ETM-32-6-13341"><label>14</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Frankish</surname><given-names>A</given-names></name><name><surname>Diekhans</surname><given-names>M</given-names></name><name><surname>Jungreis</surname><given-names>I</given-names></name><name><surname>Lagarde</surname><given-names>J</given-names></name><name><surname>Loveland</surname><given-names>JE</given-names></name><name><surname>Mudge</surname><given-names>JM</given-names></name><name><surname>Sisu</surname><given-names>C</given-names></name><name><surname>Wright</surname><given-names>JC</given-names></name><name><surname>Armstrong</surname><given-names>J</given-names></name><name><surname>Barnes</surname><given-names>I</given-names></name><etal/></person-group><article-title>Gencode 2021</article-title><source>Nucleic Acids Res</source><volume>49</volume><fpage>D916</fpage><lpage>D923</lpage><year>2021</year><pub-id pub-id-type="pmid">33270111</pub-id><pub-id pub-id-type="doi">10.1093/nar/gkaa1087</pub-id></element-citation></ref>
<ref id="b15-ETM-32-6-13341"><label>15</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Ewels</surname><given-names>PA</given-names></name><name><surname>Peltzer</surname><given-names>A</given-names></name><name><surname>Fillinger</surname><given-names>S</given-names></name><name><surname>Patel</surname><given-names>H</given-names></name><name><surname>Alneberg</surname><given-names>J</given-names></name><name><surname>Wilm</surname><given-names>A</given-names></name><name><surname>Garcia</surname><given-names>MU</given-names></name><name><surname>Tommaso</surname><given-names>PD</given-names></name><name><surname>Nahnsen</surname><given-names>S</given-names></name></person-group><article-title>The nf-core framework for community-curated bioinformatics pipelines</article-title><source>Nat Biotechnol</source><volume>38</volume><fpage>276</fpage><lpage>278</lpage><year>2020</year><pub-id pub-id-type="pmid">32055031</pub-id><pub-id pub-id-type="doi">10.1038/s41587-020-0439-x</pub-id></element-citation></ref>
<ref id="b16-ETM-32-6-13341"><label>16</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Fortier</surname><given-names>LA</given-names></name><name><surname>Mohammed</surname><given-names>HO</given-names></name><name><surname>Lust</surname><given-names>G</given-names></name><name><surname>Nixon</surname><given-names>AJ</given-names></name></person-group><article-title>Insulin-like growth factor-I enhances cell-based repair of articular cartilage</article-title><source>J Bone Joint Surg Br</source><volume>84</volume><fpage>276</fpage><lpage>288</lpage><year>2002</year><pub-id pub-id-type="pmid">11922373</pub-id><pub-id pub-id-type="doi">10.1302/0301-620x.84b2.11167</pub-id></element-citation></ref>
<ref id="b17-ETM-32-6-13341"><label>17</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Lebedis</surname><given-names>I</given-names></name><name><surname>Pachaleva</surname><given-names>J</given-names></name><name><surname>Bernotiene</surname><given-names>E</given-names></name><name><surname>Bironaite</surname><given-names>D</given-names></name><name><surname>Ragauskas</surname><given-names>T</given-names></name><name><surname>Kvedaras</surname><given-names>G</given-names></name><name><surname>Terbetas</surname><given-names>G</given-names></name><name><surname>Uzieliene</surname><given-names>I</given-names></name></person-group><article-title>Effect of HIF-1alpha inhibitor LW6 on chondrogenic properties of mesenchymal stromal cells and chondrocytes in cell sheets under physioxia</article-title><source>J Biol Eng</source><volume>20</volume><issue>30</issue><year>2026</year><pub-id pub-id-type="pmid">41514277</pub-id><pub-id pub-id-type="doi">10.1186/s13036-025-00588-8</pub-id></element-citation></ref>
<ref id="b18-ETM-32-6-13341"><label>18</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Zuncheddu</surname><given-names>D</given-names></name><name><surname>Bella</surname><given-names>ED</given-names></name><name><surname>Petta</surname><given-names>D</given-names></name><name><surname>B&#x00E4;rtschi</surname><given-names>C</given-names></name><name><surname>H&#x00E4;ckel</surname><given-names>S</given-names></name><name><surname>Deml</surname><given-names>MC</given-names></name><name><surname>Stoddart</surname><given-names>MJ</given-names></name><name><surname>Grad</surname><given-names>S</given-names></name><name><surname>Basoli</surname><given-names>V</given-names></name></person-group><article-title>Effect of glucose depletion and fructose administration during chondrogenic commitment in human bone marrow-derived stem cells</article-title><source>Stem Cell Res Ther</source><volume>13</volume><issue>533</issue><year>2022</year><pub-id pub-id-type="pmid">36575539</pub-id><pub-id pub-id-type="doi">10.1186/s13287-022-03214-2</pub-id></element-citation></ref>
<ref id="b19-ETM-32-6-13341"><label>19</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Fischer</surname><given-names>U</given-names></name><name><surname>Backes</surname><given-names>C</given-names></name><name><surname>Raslan</surname><given-names>A</given-names></name><name><surname>Keller</surname><given-names>A</given-names></name><name><surname>Meier</surname><given-names>C</given-names></name><name><surname>Meese</surname><given-names>E</given-names></name></person-group><article-title>Gene amplification during differentiation of mammalian neural stem cells in vitro and in vivo</article-title><source>Oncotarget</source><volume>6</volume><fpage>7023</fpage><lpage>7039</lpage><year>2015</year><pub-id pub-id-type="pmid">25760141</pub-id><pub-id pub-id-type="doi">10.18632/oncotarget.3248</pub-id></element-citation></ref>
<ref id="b20-ETM-32-6-13341"><label>20</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Matsui</surname><given-names>A</given-names></name><name><surname>Ihara</surname><given-names>T</given-names></name><name><surname>Suda</surname><given-names>H</given-names></name><name><surname>Mikami</surname><given-names>H</given-names></name><name><surname>Semba</surname><given-names>K</given-names></name></person-group><article-title>Gene amplification: Mechanisms and involvement in cancer</article-title><source>Biomol Concepts</source><volume>4</volume><fpage>567</fpage><lpage>582</lpage><year>2013</year><pub-id pub-id-type="pmid">25436757</pub-id><pub-id pub-id-type="doi">10.1515/bmc-2013-0026</pub-id></element-citation></ref>
<ref id="b21-ETM-32-6-13341"><label>21</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Claycomb</surname><given-names>JM</given-names></name><name><surname>Benasutti</surname><given-names>M</given-names></name><name><surname>Bosco</surname><given-names>G</given-names></name><name><surname>Fenger</surname><given-names>DD</given-names></name><name><surname>Orr-Weaver</surname><given-names>TL</given-names></name></person-group><article-title>Gene amplification as a developmental strategy: Isolation of two developmental amplicons in Drosophila</article-title><source>Dev Cell</source><volume>6</volume><fpage>145</fpage><lpage>155</lpage><year>2004</year><pub-id pub-id-type="pmid">14723854</pub-id><pub-id pub-id-type="doi">10.1016/s1534-5807(03)00398-8</pub-id></element-citation></ref>
<ref id="b22-ETM-32-6-13341"><label>22</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Fischer</surname><given-names>U</given-names></name><name><surname>Kim</surname><given-names>E</given-names></name><name><surname>Keller</surname><given-names>A</given-names></name><name><surname>Meese</surname><given-names>E</given-names></name></person-group><article-title>Specific amplifications and copy number decreases during human neural stem cells differentiation towards astrocytes, neurons and oligodendrocytes</article-title><source>Oncotarget</source><volume>8</volume><fpage>25872</fpage><lpage>25884</lpage><year>2017</year><pub-id pub-id-type="pmid">28415661</pub-id><pub-id pub-id-type="doi">10.18632/oncotarget.15980</pub-id></element-citation></ref>
<ref id="b23-ETM-32-6-13341"><label>23</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Samuel</surname><given-names>AM</given-names></name><name><surname>Costa</surname><given-names>J</given-names></name><name><surname>Lindskog</surname><given-names>DM</given-names></name></person-group><article-title>Genetic alterations in chondrosarcomas-keys to targeted therapies?</article-title><source>Cell Oncol (Dordr)</source><volume>37</volume><fpage>95</fpage><lpage>105</lpage><year>2014</year><pub-id pub-id-type="pmid">24458248</pub-id><pub-id pub-id-type="doi">10.1007/s13402-014-0166-8</pub-id></element-citation></ref>
<ref id="b24-ETM-32-6-13341"><label>24</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Kreicbergs</surname><given-names>A</given-names></name><name><surname>Zetterberg</surname><given-names>A</given-names></name><name><surname>Soderberg</surname><given-names>G</given-names></name></person-group><article-title>The prognostic significance of nuclear DNA content in chondrosarcoma</article-title><source>Anal Quant Cytol</source><volume>2</volume><fpage>272</fpage><lpage>279</lpage><year>1980</year><pub-id pub-id-type="pmid">7469202</pub-id></element-citation></ref>
<ref id="b25-ETM-32-6-13341"><label>25</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Stockl</surname><given-names>S</given-names></name><name><surname>Lindner</surname><given-names>G</given-names></name><name><surname>Li</surname><given-names>S</given-names></name><name><surname>Schuster</surname><given-names>P</given-names></name><name><surname>Haferkamp</surname><given-names>S</given-names></name><name><surname>Wagner</surname><given-names>F</given-names></name><name><surname>Prodinger</surname><given-names>PM</given-names></name><name><surname>Multhoff</surname><given-names>G</given-names></name><name><surname>Boxberg</surname><given-names>M</given-names></name><name><surname>Hillmann</surname><given-names>A</given-names></name><etal/></person-group><article-title>SOX9 knockout induces polyploidy and changes sensitivity to tumor treatment strategies in a chondrosarcoma cell line</article-title><source>Int J Mol Sci</source><volume>21</volume><issue>20</issue><year>2020</year><pub-id pub-id-type="pmid">33076370</pub-id><pub-id pub-id-type="doi">10.3390/ijms21207627</pub-id></element-citation></ref>
<ref id="b26-ETM-32-6-13341"><label>26</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Mak</surname><given-names>IW</given-names></name><name><surname>Singh</surname><given-names>S</given-names></name><name><surname>Turcotte</surname><given-names>R</given-names></name><name><surname>Ghert</surname><given-names>M</given-names></name></person-group><article-title>The epigenetic regulation of SOX9 by miR-145 in human chondrosarcoma</article-title><source>J Cell Biochem</source><volume>116</volume><fpage>37</fpage><lpage>44</lpage><year>2015</year><pub-id pub-id-type="pmid">25145279</pub-id><pub-id pub-id-type="doi">10.1002/jcb.24940</pub-id></element-citation></ref>
<ref id="b27-ETM-32-6-13341"><label>27</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Vincent</surname><given-names>TL</given-names></name><name><surname>McClurg</surname><given-names>O</given-names></name><name><surname>Troeberg</surname><given-names>L</given-names></name></person-group><article-title>The extracellular matrix of articular cartilage controls the bioavailability of pericellular matrix-bound growth factors to drive tissue homeostasis and repair</article-title><source>Int J Mol Sci</source><volume>23</volume><issue>6003</issue><year>2022</year><pub-id pub-id-type="pmid">35682681</pub-id><pub-id pub-id-type="doi">10.3390/ijms23116003</pub-id></element-citation></ref>
<ref id="b28-ETM-32-6-13341"><label>28</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Akkiraju</surname><given-names>H</given-names></name><name><surname>Nohe</surname><given-names>A</given-names></name></person-group><article-title>Role of chondrocytes in cartilage formation, progression of osteoarthritis and cartilage regeneration</article-title><source>J Dev Biol</source><volume>3</volume><fpage>177</fpage><lpage>192</lpage><year>2015</year><pub-id pub-id-type="pmid">27347486</pub-id><pub-id pub-id-type="doi">10.3390/jdb3040177</pub-id></element-citation></ref>
<ref id="b29-ETM-32-6-13341"><label>29</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Usher</surname><given-names>KM</given-names></name><name><surname>Zhu</surname><given-names>S</given-names></name><name><surname>Mavropalias</surname><given-names>G</given-names></name><name><surname>Carrino</surname><given-names>JA</given-names></name><name><surname>Zhao</surname><given-names>J</given-names></name><name><surname>Xu</surname><given-names>J</given-names></name></person-group><article-title>Pathological mechanisms and therapeutic outlooks for arthrofibrosis</article-title><source>Bone Res</source><volume>7</volume><issue>9</issue><year>2019</year><pub-id pub-id-type="pmid">30937213</pub-id><pub-id pub-id-type="doi">10.1038/s41413-019-0047-x</pub-id></element-citation></ref>
<ref id="b30-ETM-32-6-13341"><label>30</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Greggi</surname><given-names>C</given-names></name><name><surname>Montanaro</surname><given-names>M</given-names></name><name><surname>Scioli</surname><given-names>MG</given-names></name><name><surname>Puzzuoli</surname><given-names>M</given-names></name><name><surname>Grillo</surname><given-names>SG</given-names></name><name><surname>Scimeca</surname><given-names>M</given-names></name><name><surname>Mauriello</surname><given-names>A</given-names></name><name><surname>Orlandi</surname><given-names>A</given-names></name><name><surname>Gasbarra</surname><given-names>E</given-names></name><name><surname>Iundusi</surname><given-names>R</given-names></name><etal/></person-group><article-title>Modulation of carnitine palmitoyl transferase 1b expression and activity in muscle pathophysiology in osteoarthritis and osteoporosis</article-title><source>Biomolecules</source><volume>14</volume><issue>10</issue><year>2024</year><pub-id pub-id-type="pmid">39456222</pub-id><pub-id pub-id-type="doi">10.3390/biom14101289</pub-id></element-citation></ref>
</ref-list>
</back>
<floats-group>
<fig id="f1-ETM-32-6-13341" position="float">
<label>Figure 1</label>
<caption><p>Proteoglycan and spheroid formation during chondrocyte differentiation. Human mesenchymal stem cells were differentiated in U-bottom wells, and spheroid formation together with proteoglycan deposition using toluidine blue staining was monitored over 14 days. (A) Proteoglycan staining by toluidine blue was detectable as early as day 2 in the absence of spheroid formation. (B) Spheroid formation became evident by day 5. Strong toluidine blue staining was observed in all spheroids at days (C) 7 and (D) 14. (E) An unstained spheroid at day 14 is shown as a reference. Images were taken at 20x magnification.</p></caption>
<graphic xlink:href="etm-32-06-13341-g00.tif"/>
</fig>
<fig id="f2-ETM-32-6-13341" position="float">
<label>Figure 2</label>
<caption><p>Expression of <italic>SOX9</italic>, <italic>COL2A</italic>, and <italic>ACAN</italic> during chondrocyte differentiation. RNA-seq data from two biological replicates (shown as 1. and 2. on the left) are visualized using Integrative Genomics Viewer. (A) Undifferentiated hMSCs exhibited minimal <italic>SOX9</italic> expression; levels increased at days 2 and 5 and reached a maximum at day 7, consistent with chondrocyte differentiation. (B) <italic>COL2A1</italic> and (C) <italic>ACAN</italic> expression were undetectable at day 2 but became apparent at day 5 and peaked at day 7, further confirming successful chondrogenic differentiation. X-axis indicates chromosome localization in Mb and y-axis RNA-seq results represented as read-height.</p></caption>
<graphic xlink:href="etm-32-06-13341-g01.tif"/>
</fig>
<fig id="f3-ETM-32-6-13341" position="float">
<label>Figure 3</label>
<caption><p>Descriptive amplification analysis of <italic>AGAP2</italic>, <italic>CDK4</italic>, <italic>MDM2</italic>, <italic>CPT1B</italic>, <italic>SHANK3</italic>, <italic>TRIB1</italic> and <italic>MYC</italic> using qPCR during chondrogenic differentiation. Amplification of <italic>AGAP2</italic>, <italic>CDK4</italic>, <italic>MDM2</italic>, <italic>CPT1B</italic>, <italic>SHANK3</italic>, <italic>TRIB1</italic> and <italic>MYC</italic> was analyzed by qPCR using TaqMan copy number assays and <italic>RNAseP</italic> was used as reference TaqMan assay. DNA from undifferentiated hMSCs (CTRL) served as standard for normal diploid copy number with copy number values indicated on the y-axis and normal diploid copy number is referred as 2. Copy numbers are shown as mean from four technical replicates from one experiment (3 pooled spheroid samples) with vertical lines indicating the range. Chondrogenic-induced hMSC cells were analyzed at four time points after differentiation induction (1, 2, 5 and 7 days). <italic>CPT1B</italic> and <italic>SHANK3</italic> revealed the highest copy numbers of all investigations after 2 days of differentiation and a decrease until 7 days. <italic>CDK4</italic> revealed also a high copy number after 2 days of differentiation induction (green) and a decrease until 7 days. <italic>TRIB1</italic> revealed a copy number increase only 2 days after differentiation induction. <italic>AGAP2</italic> and <italic>MDM2</italic> revealed a copy number increase only after 5 and 7 days. <italic>MYC</italic> revealed no copy number increase at any time point after differentiation induction. qPCR, quantitative PCR.</p></caption>
<graphic xlink:href="etm-32-06-13341-g02.tif"/>
</fig>
<fig id="f4-ETM-32-6-13341" position="float">
<label>Figure 4</label>
<caption><p>Amplification analysis of <italic>AGAP2</italic>, <italic>CDK4</italic>, <italic>CPT1B</italic>, <italic>SHANK3</italic> and <italic>TRIB1</italic> after laser microdissection. hMSCs were differentiated towards chondrocytes for 5 days on PET frame slides for laser microdissection. Cells were seeded at high density, and slide was stained with toluidine blue for proteoglycan detection during differentiation. Different areas of staining intensity could be detected and were defined as areas with (A) grey cells, (B) light blue cells, (C) blue cells and (D) dark blue cells, all indicating stages during the differentiation towards chondrocytes. In total for each area type twice 20 areas were laser microdissected and used for DNA isolation. Experiments were done in three biological replicates. Examples of laser microdissected areas are circled in white and scale bars represent 150 &#x00B5;m. (E) Results of amplification analysis of our quantitative PCR using TaqMan copy number assays and <italic>RNAseP</italic> as reference are shown as diagram with <italic>AGAP2</italic>, <italic>CDK4</italic> and <italic>CPT1B SHANK3</italic> and <italic>TRIB1</italic>. DNA from undifferentiated hMSCs (CTRL) served as standard for normal diploid copy number with copy number values indicated on the y-axis and normal diploid copy number is referred as 2. Copy numbers are presented as means of two technical replicates across three biological replicates (N=6), with error bars representing standard deviation. <sup>&#x002A;</sup>P&#x003C;0.05. <italic>CDK4</italic> revealed the highest copy number in areas with grey and light blue cells indicating gene amplification at the beginning of differentiation. <italic>CPT1B</italic> revealed high copy numbers in grey, light blue and blue cells indicating gene amplification during differentiation and <italic>SHANK3</italic> revealed the highest copy numbers in areas with blues cells indicating gene amplifications during later differentiation progression. <italic>AGAP2</italic> and <italic>TRIB1</italic> revealed no copy number increase. In areas with dark blues cells no significant amplification was detectable indicating a reduction of gene amplification towards final differentiation. hMSC, human mesenchymal stem cell.</p></caption>
<graphic xlink:href="etm-32-06-13341-g03.tif"/>
</fig>
<table-wrap id="tI-ETM-32-6-13341" position="float">
<label>Table I</label>
<caption><p>One-way ANOVA results for <italic>AGAP2</italic>, <italic>CDK4</italic>, <italic>CPT1B</italic>, <italic>SHANK3</italic> and <italic>TRIB1</italic> copy number values grouped by laser-microdissected areas with different toluidine blue staining intensities.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="middle">Gene</th>
<th align="center" valign="middle">Term</th>
<th align="center" valign="middle">Degrees of freedom</th>
<th align="center" valign="middle">Sum of squares</th>
<th align="center" valign="middle">Mean of squares</th>
<th align="center" valign="middle">F-value</th>
<th align="center" valign="middle">Pr (&#x003E;F)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle"><italic>AGAP2</italic></td>
<td align="left" valign="middle">Staining</td>
<td align="center" valign="middle">4</td>
<td align="center" valign="middle">0.2175</td>
<td align="center" valign="middle">0.0544</td>
<td align="center" valign="middle">0.3395</td>
<td align="center" valign="middle">0.8487</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">Residuals</td>
<td align="center" valign="middle">25</td>
<td align="center" valign="middle">4.0042</td>
<td align="center" valign="middle">0.1602</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>CDK4</italic></td>
<td align="left" valign="middle">Staining</td>
<td align="center" valign="middle">4</td>
<td align="center" valign="middle">11.6078</td>
<td align="center" valign="middle">2.9019</td>
<td align="center" valign="middle">6.6149</td>
<td align="center" valign="middle">0.0011<sup><xref rid="tfna-ETM-32-6-13341" ref-type="table-fn">a</xref></sup></td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">Residuals</td>
<td align="center" valign="middle">23</td>
<td align="center" valign="middle">10.0901</td>
<td align="center" valign="middle">0.4387</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>TRIB1</italic></td>
<td align="left" valign="middle">Staining</td>
<td align="center" valign="middle">4</td>
<td align="center" valign="middle">1.3868</td>
<td align="center" valign="middle">0.3467</td>
<td align="center" valign="middle">1.5625</td>
<td align="center" valign="middle">0.2164</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">Residuals</td>
<td align="center" valign="middle">24</td>
<td align="center" valign="middle">5.3256</td>
<td align="center" valign="middle">0.2219</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>SHANK3</italic></td>
<td align="left" valign="middle">Staining</td>
<td align="center" valign="middle">4</td>
<td align="center" valign="middle">11.0040</td>
<td align="center" valign="middle">2.7510</td>
<td align="center" valign="middle">2.7278</td>
<td align="center" valign="middle">0.0689</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">Residuals</td>
<td align="center" valign="middle">15</td>
<td align="center" valign="middle">15.1273</td>
<td align="center" valign="middle">1.0085</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>CPT1B</italic></td>
<td align="left" valign="middle">Staining</td>
<td align="center" valign="middle">4</td>
<td align="center" valign="middle">7.3789</td>
<td align="center" valign="middle">1.8447</td>
<td align="center" valign="middle">3.0215</td>
<td align="center" valign="middle">0.0409<sup><xref rid="tfna-ETM-32-6-13341" ref-type="table-fn">a</xref></sup></td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">Residuals</td>
<td align="center" valign="middle">21</td>
<td align="center" valign="middle">12.8213</td>
<td align="center" valign="middle">0.6105</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfna-ETM-32-6-13341"><p><sup>a</sup>P&#x003C;0.05. A significant P-value indicated that the means between the groups were different; further analysis was performed using the Tukey HSD post-hoc test (<xref rid="tII-ETM-32-6-13341" ref-type="table">Table II</xref>).</p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="tII-ETM-32-6-13341" position="float">
<label>Table II</label>
<caption><p>Tukey&#x0027;s HSD post hoc test for staining pairs with significant P-values (adj P&#x003C;0.05).</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="middle">Gene</th>
<th align="center" valign="middle">Comparison</th>
<th align="center" valign="middle">Mean difference</th>
<th align="center" valign="middle">CI lower 95</th>
<th align="center" valign="middle">CI upper 95</th>
<th align="center" valign="middle">Adj. P-value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle"><italic>CDK4</italic></td>
<td align="left" valign="middle">Light blue vs. CTRL</td>
<td align="center" valign="middle">1.6367</td>
<td align="center" valign="middle">0.5063</td>
<td align="center" valign="middle">2.7671</td>
<td align="center" valign="middle">0.0024</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>CDK4</italic></td>
<td align="left" valign="middle">Grey vs. CTRL</td>
<td align="center" valign="middle">1.4867</td>
<td align="center" valign="middle">0.2228</td>
<td align="center" valign="middle">2.7505</td>
<td align="center" valign="middle">0.0158</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>CPT1B</italic></td>
<td align="left" valign="middle">Blue vs. CTRL</td>
<td align="center" valign="middle">1.5217</td>
<td align="center" valign="middle">0.1778</td>
<td align="center" valign="middle">2.8656</td>
<td align="center" valign="middle">0.0215</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>CDK4</italic></td>
<td align="left" valign="middle">Dark blue vs. light blue</td>
<td align="center" valign="middle">-1.2700</td>
<td align="center" valign="middle">-2.4004</td>
<td align="center" valign="middle">-0.1396</td>
<td align="center" valign="middle">0.0225</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>CDK4</italic></td>
<td align="left" valign="middle">Blue vs. light blue</td>
<td align="center" valign="middle">-1.1650</td>
<td align="center" valign="middle">-2.2954</td>
<td align="center" valign="middle">-0.0346</td>
<td align="center" valign="middle">0.0412</td>
</tr>
</tbody>
</table>
</table-wrap>
</floats-group>
</article>
