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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">IJO</journal-id>
<journal-title-group>
<journal-title>International Journal of Oncology</journal-title></journal-title-group>
<issn pub-type="ppub">1019-6439</issn>
<issn pub-type="epub">1791-2423</issn>
<publisher>
<publisher-name>D.A. Spandidos</publisher-name></publisher></journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3892/ijo.2025.5783</article-id>
<article-id pub-id-type="publisher-id">ijo-67-03-05783</article-id>
<article-categories>
<subj-group>
<subject>Review</subject></subj-group></article-categories>
<title-group>
<article-title>Cuproptosis in prostate cancer: Molecular mechanisms, prognostic biomarkers and therapeutic frontiers of cuproptosis-related genes (Review)</article-title></title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Long</surname><given-names>Zhugang</given-names></name><xref rid="af1-ijo-67-03-05783" ref-type="aff">1</xref><xref rid="af2-ijo-67-03-05783" ref-type="aff">2</xref><xref rid="fn1-ijo-67-03-05783" ref-type="author-notes">&#x0002A;</xref></contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Chang</surname><given-names>Yue</given-names></name><xref rid="af2-ijo-67-03-05783" ref-type="aff">2</xref><xref rid="fn1-ijo-67-03-05783" ref-type="author-notes">&#x0002A;</xref></contrib>
<contrib contrib-type="author">
<name><surname>Zhu</surname><given-names>Kun</given-names></name><xref rid="af2-ijo-67-03-05783" ref-type="aff">2</xref></contrib>
<contrib contrib-type="author">
<name><surname>Chen</surname><given-names>Zhengyang</given-names></name><xref rid="af2-ijo-67-03-05783" ref-type="aff">2</xref></contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>You</surname><given-names>Yaodong</given-names></name><xref rid="af1-ijo-67-03-05783" ref-type="aff">1</xref><xref rid="af2-ijo-67-03-05783" ref-type="aff">2</xref><xref ref-type="corresp" rid="c1-ijo-67-03-05783"/></contrib></contrib-group>
<aff id="af1-ijo-67-03-05783">
<label>1</label>Department of Urology/Andrology, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan 610072, P.R. China</aff>
<aff id="af2-ijo-67-03-05783">
<label>2</label>School of Clinical Medicine, Chengdu University of TCM, Chengdu, Sichuan 610075, P.R. China</aff>
<author-notes>
<corresp id="c1-ijo-67-03-05783">Correspondence to: Professor Yaodong You, Department of Urology/Andrology, Hospital of Chengdu University of Traditional Chinese Medicine, 39 Shi-er-qiao Road, Chengdu, Sichuan 610072, P.R. China, E-mail: <email>yyd110@163.com</email></corresp>
<fn id="fn1-ijo-67-03-05783" fn-type="equal">
<label>&#x0002A;</label>
<p>Contributed equally</p></fn></author-notes>
<pub-date pub-type="collection">
<month>09</month>
<year>2025</year></pub-date>
<pub-date pub-type="epub">
<day>04</day>
<month>08</month>
<year>2025</year></pub-date>
<volume>67</volume>
<issue>3</issue>
<elocation-id>77</elocation-id>
<history>
<date date-type="received">
<day>23</day>
<month>04</month>
<year>2025</year></date>
<date date-type="accepted">
<day>18</day>
<month>07</month>
<year>2025</year></date></history>
<permissions>
<copyright-statement>Copyright: &#x000A9; 2025 Long et al.</copyright-statement>
<copyright-year>2025</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>Prostate cancer (PCa) is among the most prevalent malignancies in males globally and management remains complex. In recent years, cuproptosis, an emerging form of cell death, has offered novel insights for PCa treatment. Cuproptosis refers to a copper-mediated cellular death mechanism that is intricately associated with mitochondrial metabolism, with cuproptosis-related genes (CRGs) exerting a notable effect on both cuproptosis and PCa. CRGs and other cuproptosis-associated indicators have demonstrated efficacy as prognostic predictors of PCa and these predictors may exhibit potential as novel therapeutic targets in the treatment of PCa. The mechanisms underlying cuproptosis in PCa remain to be fully elucidated; thus, further research is required to validate the expression patterns of CRGs and their associated indicators and examine the potential association with the characteristics, treatment responses and prognoses of patients with PCa. The present study aimed to investigate novel therapeutic strategies that may enhance the prognosis and quality of life of patients with PCa.</p></abstract>
<kwd-group>
<title>Key words</title>
<kwd>prostate cancer</kwd>
<kwd>cuproptosis</kwd>
<kwd>copper metabolism</kwd>
<kwd>cuproptosis-related genes</kwd>
<kwd>cell death</kwd></kwd-group>
<funding-group>
<award-group>
<funding-source>National Natural Science Foundation of China</funding-source>
<award-id>81503589</award-id>
<award-id>81973866</award-id>
<award-id>82474520</award-id></award-group>
<award-group>
<funding-source>Natural Science Foundation of Sichuan Province</funding-source>
<award-id>2022NSFSC0684</award-id></award-group>
<award-group>
<funding-source>Sichuan Provincial Administration of Traditional Chinese Medicine Science and Technology Research Special Fund Project</funding-source>
<award-id>2021ZD016</award-id></award-group>
<funding-statement>The present study was supported by the National Natural Science Foundation of China (grant nos. 81503589, 81973866 and 82474520), the Natural Science Foundation of Sichuan Province (grant no. 2022NSFSC0684) and the Sichuan Provincial Administration of Traditional Chinese Medicine Science and Technology Research Special Fund Project (grant no. 2021ZD016).</funding-statement></funding-group></article-meta></front>
<body>
<sec sec-type="intro">
<label>1.</label>
<title>Introduction</title>
<p>Prostate cancer (PCa) is among the most prevalent malignancies in males globally and has emerged as a notable public health concern (<xref rid="b1-ijo-67-03-05783" ref-type="bibr">1</xref>). The pathophysiology of PCa is intricate and early-stage symptoms often go undetected; however, as the condition progresses, it may markedly affect the prognosis of patients and treatment efficacy (<xref rid="b2-ijo-67-03-05783" ref-type="bibr">2</xref>,<xref rid="b3-ijo-67-03-05783" ref-type="bibr">3</xref>). Androgen pathway inhibitors and chemotherapeutic medicines act as first-line therapeutic options for PCa, while prostate-specific antigen testing, multi-parametric magnetic resonance imaging and positron emission tomography-computed tomography imaging function as first-line diagnostic techniques, considerably enhancing the survival rates and prognosis of patients. Despite advancements in medical technology and the growing complexity of diagnostic and therapeutic approaches for PCa, the treatment and prognosis remain poor due to delayed diagnosis, postoperative recurrence, complications, complexities in treatment and resistance (<xref rid="b4-ijo-67-03-05783" ref-type="bibr">4</xref>-<xref rid="b6-ijo-67-03-05783" ref-type="bibr">6</xref>). For example, the effectiveness of non-selective immune checkpoint inhibitor therapy in patients remains ambiguous and its application in the early stages of treatment-resistant clones may promote the emergence of highly cross-resistant clones, thereby diminishing the clinical efficacy of subsequent androgen pathway inhibitor therapy (<xref rid="b7-ijo-67-03-05783" ref-type="bibr">7</xref>). Thus, further investigations are required, to determine the specific pathophysiology of PCa and identify novel treatment targets that may improve patient prognoses.</p>
<p>In ~1980, researchers demonstrated that copper may be associated with programmed cell death (<xref rid="b8-ijo-67-03-05783" ref-type="bibr">8</xref>). In 2022, Tsvetkov <italic>et al</italic> (<xref rid="b9-ijo-67-03-05783" ref-type="bibr">9</xref>) highlighted a novel mechanism of copper-induced cell death; namely, cuproptosis (<xref rid="b9-ijo-67-03-05783" ref-type="bibr">9</xref>). The results of this previous study provided novel insights into the role of copper in tumor growth. Cuproptosis is an emerging form of cell death in PCa, with evidence suggesting that it suppresses tumor progression. Inducing cuproptosis or modulating cuproptosis-related genes (CRGs) may exhibit potential as novel anti-cancer therapies. Thus, further investigations are required to determine the specific processes associated with cuproptosis and the potential role it may play in PCa.</p></sec>
<sec sec-type="other">
<label>2.</label>
<title>Copper metabolism and mechanisms underlying cuproptosis</title>
<p>Copper is vital for numerous biological functions (<xref rid="b10-ijo-67-03-05783" ref-type="bibr">10</xref>). In mammals, copper is derived from food and is absorbed by intestinal epithelial cells in the duodenum and small intestine (<xref rid="b11-ijo-67-03-05783" ref-type="bibr">11</xref>), a process that is carried out by copper transporter 1 (CTR1). Notably, this protein is located at the tip of intestinal epithelial cells and is mediated by the metal-reducing enzyme prostate six transmembrane epithelial antigen (STEAP) with duodenal cytochrome <italic>b</italic> activity. This activity prompts the reduction of Cu<sup>2+</sup> to Cu<sup>+</sup> (<xref rid="b12-ijo-67-03-05783" ref-type="bibr">12</xref>,<xref rid="b13-ijo-67-03-05783" ref-type="bibr">13</xref>), which is transferred to the bloodstream via the copper ion transport ATPase alpha peptide (ATP7A) (<xref rid="b14-ijo-67-03-05783" ref-type="bibr">14</xref>). Upon entering the bloodstream, copper associates with soluble copper carrier proteins, referred to as copper chaperones (such as SLC31A1), which are transported by CTR1 and absorbed via the portal circulation system to reach the liver (<xref rid="b15-ijo-67-03-05783" ref-type="bibr">15</xref>-<xref rid="b19-ijo-67-03-05783" ref-type="bibr">19</xref>). Within hepatocytes, copper is released into the bloodstream via the ATPase copper ion transport, ATPase beta peptide (ATP7B), which subsequently binds to copper cyanoproteins and albumin, facilitating transport to other tissues in the body (<xref rid="b20-ijo-67-03-05783" ref-type="bibr">20</xref>). Upon reaching target tissues, copper catalyzes reactions in various physiological processes (<xref rid="b21-ijo-67-03-05783" ref-type="bibr">21</xref>-<xref rid="b24-ijo-67-03-05783" ref-type="bibr">24</xref>). When copper levels in the body surpass the expected threshold, hepatocytes transport copper through ATP7B to bile and this travels through the bile ducts into the intestines, before being expelled in feces (<xref rid="b25-ijo-67-03-05783" ref-type="bibr">25</xref>).</p>
<p>However, excessive accumulation of intracellular copper ions may be harmful to cells (<xref rid="b26-ijo-67-03-05783" ref-type="bibr">26</xref>). Results of a previous study (<xref rid="b27-ijo-67-03-05783" ref-type="bibr">27</xref>) indicated that excessively high copper levels promote the generation of reactive oxygen species (ROS), resulting in oxidative stress and DNA damage that may lead to cell death. Alterations in the valence state of copper ions result in harm to bio-organic molecules, including proteins, nucleic acids and lipids. These alterations may disrupt the production of iron-sulfur (Fe-S) clusters; thus, impacting enzyme activity (<xref rid="b28-ijo-67-03-05783" ref-type="bibr">28</xref>). Excess copper ions associate with the lipoylated constituents of the tricarboxylic acid cycle (TCA) within mitochondria. Ferredoxin 1 (FDX1), a member of the ferredoxin protein family, co-regulates the proteolipoylation of proteins, such as dihydrolipoic acid S-acetyltransferase (DLAT) and lipoic acid synthetase (LIAS). FDX1 reduces Cu<sup>2+</sup> to Cu<sup>+</sup>, which exhibits higher levels of toxicity. This ion subsequently binds to lipoylated proteins, causing DLAT aggregation, resulting in proteotoxic stress and cellular apoptosis. Moreover, Cu<sup>+</sup> may destabilize the architecture of Fe-S cluster proteins and impede the synthesis of Fe-S proteins, which are integral to mitochondrial stability. The depletion of Fe-S cluster proteins markedly compromises cellular metabolic functions and energy maintenance, leading to an escalation of oxidative free radicals and the production of ROS, thereby increasing cytotoxicity and culminating in cell death (<xref rid="f1-ijo-67-03-05783" ref-type="fig">Fig. 1</xref>). In addition, FDX1 and LIAS may be affected by cuproptosis, resulting in reduced expression (<xref rid="b9-ijo-67-03-05783" ref-type="bibr">9</xref>,<xref rid="b29-ijo-67-03-05783" ref-type="bibr">29</xref>,<xref rid="b30-ijo-67-03-05783" ref-type="bibr">30</xref>). Thus, the homeostatic management of copper is crucial to avert cytotoxicity and sustain overall health. Notably, the processes and attributes of cuproptosis may exhibit potential in the treatment of specific disorders.</p></sec>
<sec sec-type="other">
<label>3.</label>
<title>Role of copper in tumor metabolism</title>
<p>The identification of cuproptosis has offered novel insights into the initiation and advancement of tumor pathologies. Copper participates in the biological mechanisms of tumor proliferation and migration during the initial stages, activating metastasis-associated enzymes and signaling pathways to facilitate the spread of cancer (<xref rid="b26-ijo-67-03-05783" ref-type="bibr">26</xref>). Notably, it binds to and activates critical molecules within various tumor signaling pathways (<xref rid="b31-ijo-67-03-05783" ref-type="bibr">31</xref>,<xref rid="b32-ijo-67-03-05783" ref-type="bibr">32</xref>), thereby influencing cancers directly or indirectly, and is intricately associated with the regulation of anti-tumor immunity (<xref rid="b33-ijo-67-03-05783" ref-type="bibr">33</xref>). Moreover, copper directly influences or indirectly modifies the activity of key components, such as the Notch system; thus, affecting tumor angiogenesis, metabolism and inflammatory response (<xref rid="b34-ijo-67-03-05783" ref-type="bibr">34</xref>). Copper also plays a key role in cancer cell proliferation (<xref rid="b35-ijo-67-03-05783" ref-type="bibr">35</xref>) and results of a previous study (<xref rid="b36-ijo-67-03-05783" ref-type="bibr">36</xref>) revealed that metallothionein, which is associated with copper storage, was markedly diminished in tumor tissues. Collectively, these results suggest that the capacity of cancer cells for regulating copper levels may be compromised. Moreover, copper facilitates angiogenesis, which is intricately associated with the advancement of malignant tumors (<xref rid="b37-ijo-67-03-05783" ref-type="bibr">37</xref>,<xref rid="b38-ijo-67-03-05783" ref-type="bibr">38</xref>). Results of previous studies (<xref rid="b39-ijo-67-03-05783" ref-type="bibr">39</xref>-<xref rid="b41-ijo-67-03-05783" ref-type="bibr">41</xref>) demonstrate that copper may activate numerous angiogenic factors and stabilize nuclear hypoxia-inducible factor-1, thereby augmenting the expression of pro-angiogenic factors. In addition, copper facilitated angiogenesis in numerous <italic>in vitro</italic> and <italic>in vivo</italic> models, whereas copper chelators inhibited tumor angiogenesis (<xref rid="b42-ijo-67-03-05783" ref-type="bibr">42</xref>). Results of a further previous study (<xref rid="b43-ijo-67-03-05783" ref-type="bibr">43</xref>) revealed that increased copper concentrations in tumor cells facilitated tumor angiogenesis, resulting in tumor advancement and spread. Consequently, increased copper concentrations may facilitate tumor development and progression. Excess copper levels may lead to cytotoxicity and trigger cuproptosis, which suppress tumor progression. Notably, excess copper-induced cuproptosis may exert inhibitory effects in numerous types of cancer (<xref rid="b44-ijo-67-03-05783" ref-type="bibr">44</xref>). Copper exerts a dual influence on tumors and their metabolism, facilitating tumor cell proliferation and differentiation, while simultaneously suppressing proliferation and triggering apoptosis. This phenomenon is intricately associated with its biochemical characteristics and the complex tumor microenvironment (<xref rid="b45-ijo-67-03-05783" ref-type="bibr">45</xref>).</p></sec>
<sec sec-type="other">
<label>4.</label>
<title>Current status of cuproptosis research in PCa</title>
<sec>
<title>Cuproptosis and the progression of PCa</title>
<p>Elevated copper concentrations in PCa cell tissues are a hallmark of patients with PCa (<xref rid="b46-ijo-67-03-05783" ref-type="bibr">46</xref>), as demonstrated using <italic>in vitro</italic> cell line studies (<xref rid="b47-ijo-67-03-05783" ref-type="bibr">47</xref>-<xref rid="b49-ijo-67-03-05783" ref-type="bibr">49</xref>) and a xenograft mouse model (<xref rid="b49-ijo-67-03-05783" ref-type="bibr">49</xref>,<xref rid="b50-ijo-67-03-05783" ref-type="bibr">50</xref>). Notably, patients with PCa exhibit higher than expected serum copper levels (<xref rid="b51-ijo-67-03-05783" ref-type="bibr">51</xref>-<xref rid="b53-ijo-67-03-05783" ref-type="bibr">53</xref>) and elevated serum copper levels may be associated with a poor prognosis in patients with PCa (<xref rid="b54-ijo-67-03-05783" ref-type="bibr">54</xref>). The RNA interference-mediated knockdown of CTR1 decreased copper ion absorption in PCa cells, resulting in the substantial inhibition of tumor growth (<xref rid="b50-ijo-67-03-05783" ref-type="bibr">50</xref>). Collectively, these findings highlighted the role that increased copper ion concentrations may play in sustaining the biological processes of PCa cells, while diminished copper ion levels may fail to support the physiological functions of tumor cells.</p>
<p>Results of a previous study (<xref rid="b31-ijo-67-03-05783" ref-type="bibr">31</xref>) reveal that the expression levels of CRGs in several types of tumor were markedly associated with patient prognosis, indicating that cuproptosis may play a key role in tumor biology and therapeutic response. Results of previous studies (<xref rid="b51-ijo-67-03-05783" ref-type="bibr">51</xref>,<xref rid="b55-ijo-67-03-05783" ref-type="bibr">55</xref>-<xref rid="b60-ijo-67-03-05783" ref-type="bibr">60</xref>) indicate that individuals with malignant tumors, including PCa, exhibit markedly altered levels of Cu in both serum and tumor tissues. Moreover, CRGs play a role in PCa through predicting prognosis, modulating the tumor microenvironment and affecting therapeutic response (<xref rid="b54-ijo-67-03-05783" ref-type="bibr">54</xref>). A range of CRGs may affect the progression of PCa, with CRGs and corresponding functions associated with cuproptosis detailed in <xref rid="tI-ijo-67-03-05783" ref-type="table">Table I</xref>. At present, research is focused on the potential of cuproptosis in preventing tumor growth. Consequently, the manipulation of cuproptosis or CRGs has emerged as a viable anti-cancer therapy.</p></sec>
<sec>
<title>Mechanisms underlying cuproptosis in PCa</title>
<p>Mitochondrial dysfunction is pivotal for cuproptosis, resulting in oxidative damage to the mitochondrial membrane and compromised enzyme performance in the TCA cycle (<xref rid="b29-ijo-67-03-05783" ref-type="bibr">29</xref>). By contrast, excessive copper accumulation in cellular mitochondria initiates cuproptosis (<xref rid="b68-ijo-67-03-05783" ref-type="bibr">68</xref>), producing substantial amounts of ROS. During PCa progression, ROS levels are increased in PCa cells (<xref rid="b69-ijo-67-03-05783" ref-type="bibr">69</xref>), resulting in DNA mutations, oncogene activation and tumor suppressor gene inactivation. This cascade facilitates malignant cell transformation and the activation of stress-responsive survival pathways, thereby exacerbating the aberrant proliferation of PCa cells (<xref rid="b70-ijo-67-03-05783" ref-type="bibr">70</xref>). In addition, the process of cuproptosis generates ROS, further advancing PCa progression (<xref rid="b71-ijo-67-03-05783" ref-type="bibr">71</xref>). Notably, a requisite level of ROS is essential for tumor cell growth and DNA mutation; however, severe oxidative stress may deplete the capabilities of the antioxidant system, resulting in apoptosis (<xref rid="b72-ijo-67-03-05783" ref-type="bibr">72</xref>). In cuproptosis, ROS are continuously generated, leading to toxic concentrations in PCa cells and notable effects on tumor growth. Results of previous studies (<xref rid="b73-ijo-67-03-05783" ref-type="bibr">73</xref>-<xref rid="b75-ijo-67-03-05783" ref-type="bibr">75</xref>) indicate that the excessive creation and accumulation of ROS are employed to impede PCa progression. Moreover, soy isoflavones, such as genistein and soy glycosides, may elevate copper concentrations in PCa cells through mobilizing endogenous copper and disrupting the expression of copper transporter protein genes, CTR1 and ATP7A, in cancer cells. This process subsequently induced high levels of ROS production, ultimately resulting in apoptosis in PCa cells (<xref rid="b76-ijo-67-03-05783" ref-type="bibr">76</xref>). Moreover, curcumin analogs (<xref rid="b77-ijo-67-03-05783" ref-type="bibr">77</xref>) and felicidin (<xref rid="b78-ijo-67-03-05783" ref-type="bibr">78</xref>) exhibit analogous mechanisms of action to impede PCa cell proliferation. Results of a previous study (<xref rid="b79-ijo-67-03-05783" ref-type="bibr">79</xref>) reveal that alterations in the ATP7B gene inhibits the regulation of copper ion distribution <italic>in vivo</italic>, resulting in increased copper levels in PCa cells. Similarly, ATP7B protein levels were markedly enhanced in docetaxel-resistant PCa cell lines, resulting in diminished intracellular copper levels. Notably, these levels may be promoted through silencing ATP7B expression or using a combination of disulfiram and copper to enhance intracellular copper concentrations (<xref rid="b80-ijo-67-03-05783" ref-type="bibr">80</xref>). This modified intra- and extracellular copper distribution results in a substantial inhibitory effect on PCa growth, which may be associated with the excessive production of ROS due to copper ion carriers entering PCa cells, as well as antioxidant deficiencies present in these cells (<xref rid="b79-ijo-67-03-05783" ref-type="bibr">79</xref>). Results of a previous study (<xref rid="b81-ijo-67-03-05783" ref-type="bibr">81</xref>) highlight a reciprocal interaction between cuproptosis and copper-induced oxidative stress. The accumulation of ROS may facilitate the progression of PCa and exert an inhibitory effect on it. Cuproptosis may induce excessive ROS production to promote tumor cell death; however, investigations surrounding this dual mechanism are limited (<xref rid="f2-ijo-67-03-05783" ref-type="fig">Fig. 2</xref>). The specific impact of cuproptosis on PCa requires further validation through relevant experiments to elucidate the mechanism underlying cuproptosis in the context of PCa development.</p>
<p>Copper participates in tumor metabolism and promotes tumor progression. Notably, copper is associated with the progression and spread of PCa (<xref rid="b82-ijo-67-03-05783" ref-type="bibr">82</xref>,<xref rid="b83-ijo-67-03-05783" ref-type="bibr">83</xref>) and it also facilitates tumor angiogenesis (<xref rid="b37-ijo-67-03-05783" ref-type="bibr">37</xref>,<xref rid="b38-ijo-67-03-05783" ref-type="bibr">38</xref>). Angiogenesis markedly contributes to the progression and metastasis of PCa (<xref rid="b84-ijo-67-03-05783" ref-type="bibr">84</xref>), primarily driven by angiogenic factors, including vascular endothelial growth factor, fibroblast growth factor, hypoxia-inducible factor (HIF) and interleukin (<xref rid="b85-ijo-67-03-05783" ref-type="bibr">85</xref>). Results of a previous study (<xref rid="b79-ijo-67-03-05783" ref-type="bibr">79</xref>) reveal that a reduction in copper levels diminishes HIF activity and obstructed tumor angiogenesis. Moreover, restrictions in angiogenesis may limit PCa progression (<xref rid="b86-ijo-67-03-05783" ref-type="bibr">86</xref>). Copper chelators may also diminish intracellular copper ion concentrations and lower copper bioavailability, thereby reducing copper-induced angiogenesis (<xref rid="b42-ijo-67-03-05783" ref-type="bibr">42</xref>). Therefore, lowering copper concentrations to impede tumor angiogenesis may mitigate tumor advancement.</p>
<p>Complexities in lipid metabolism may contribute to carcinogenesis and disease progression. Results of a previous study (<xref rid="b87-ijo-67-03-05783" ref-type="bibr">87</xref>) reveal that disturbances in lipid metabolism are associated with disease advancement and the development of castration-resistant prostate cancer (CRPC). In addition, cholesteryl esters (CE) are excessively accumulated in high-grade PCa and metastatic sites (<xref rid="b88-ijo-67-03-05783" ref-type="bibr">88</xref>). The Wnt/&#x003B2;-catenin signaling pathway plays an important role in the metastasis of PCa and the depletion of CE markedly obstructs Wnt3a secretion through reducing unsaturated fatty acid levels, which inhibit the activation of the Wnt/&#x003B2;-catenin signaling pathway and restrict the acylation of Wnt3a, thereby inhibiting the metastasis of PCa (<xref rid="b89-ijo-67-03-05783" ref-type="bibr">89</xref>). Copper ions also activate the Wnt/&#x003B2;-catenin signaling pathway, resulting in augmented cancer stem cell characteristics and increased resistance to numerous therapies (<xref rid="b90-ijo-67-03-05783" ref-type="bibr">90</xref>). Elevated serum copper levels may be associated with increased serum total cholesterol and HDL cholesterol levels, as well as a heightened risk of dyslipidemia characterized by high serum total cholesterol and LDL cholesterol (<xref rid="b91-ijo-67-03-05783" ref-type="bibr">91</xref>). Results of previous studies (<xref rid="b92-ijo-67-03-05783" ref-type="bibr">92</xref>,<xref rid="b93-ijo-67-03-05783" ref-type="bibr">93</xref>) reveal that zebrafish and grass carp exhibit elevated copper concentrations in their livers when subjected to excess copper, resulting in increased lipid accumulation and levels of triglycerides. These findings indicate that alterations in copper levels, particularly in excess, may influence the progression of PCa by affecting lipid metabolism and signaling system activity; however, further molecular or animal studies are required to validate these mechanisms.</p>
<p>In conclusion, the mechanisms underlying cuproptosis in PCa primarily encompass oxidative stress, intracellular copper distribution, angiogenesis and lipid metabolism dysregulation. Further investigations into these mechanisms may facilitate a deeper comprehension of cuproptosis in PCa and aid in identifying potential therapeutic targets.</p></sec>
<sec>
<title>Integrated therapeutic approaches for PCa predicated on cuproptosis, including carriers of copper ions</title>
<p>Elesclomol (ES) is a copper ion transporter that facilitates the entry of copper ions into cells, often targeting mitochondria. The entry of copper into cells leads to the accumulation of ROS, consequently impeding tumor growth. In cancer therapy, ES may leverage its capacity to produce cuproptosis to eliminate malignant cells. Disulfiram (DSF) functions as a copper ion transporter through binding to copper ions and facilitating entry into the cell. Notably, DSF has previously been investigated for the treatment of specific types of cancer, particularly those with elevated levels of lipoylated proteins (<xref rid="b94-ijo-67-03-05783" ref-type="bibr">94</xref>). The two aforementioned copper ion carriers have been extensively researched for their ability to carry Cu<sup>2+</sup> into cells or mitochondria to facilitate copper-dependent cell death (<xref rid="f3-ijo-67-03-05783" ref-type="fig">Fig. 3</xref>). Copper exerts a multifaceted impact on PCa growth and proliferation; however, results of <italic>in vitro</italic> studies (<xref rid="b61-ijo-67-03-05783" ref-type="bibr">61</xref>,<xref rid="b62-ijo-67-03-05783" ref-type="bibr">62</xref>) consistently demonstrate that ES diminishes PCa cell viability via a reduction in FDX1 expression levels. Moreover, ES promotes keratin formation in tumor cells, inhibits autophagy in PCa via the DLAT/mammalian target of rapamycin pathway and enhances sensitivity to docetaxel and paclitaxel chemotherapy (<xref rid="b95-ijo-67-03-05783" ref-type="bibr">95</xref>). In addition, DSF compounds combined with copper have demonstrated efficacy in breast cancer treatment through downregulating the expression of the phosphatase and tensin homolog (PTEN) associated with human chromosome 10 deletion and activating protein kinase B (AKT) signaling. This indicates a potential for combination therapy utilizing phosphatidylinositol 3-kinase (PI3K)/AKT inhibitors (<xref rid="b96-ijo-67-03-05783" ref-type="bibr">96</xref>). Results of further previous studies (<xref rid="b97-ijo-67-03-05783" ref-type="bibr">97</xref>,<xref rid="b98-ijo-67-03-05783" ref-type="bibr">98</xref>) reveal that PCa may involve the same PTEN and PI3K/AKT signaling pathways for targeted therapy, highlighting that these pathways may inhibit PCa progression. However, previous investigations focused on the role of PTEN and PI3K/AKT signaling pathways in PCa progression remain limited.</p>
<p>Moreover, ES may exhibit potential in the treatment of PCa. Results of a previous study (<xref rid="b99-ijo-67-03-05783" ref-type="bibr">99</xref>) revealed that DSF may inhibit the proliferation of PCa cell lines and this mechanism may be mediated by other pharmacological agents or specific sensitizers, such as copper (<xref rid="b100-ijo-67-03-05783" ref-type="bibr">100</xref>). Thus, copper may be used to suppress the growth of PCa cells (<xref rid="b49-ijo-67-03-05783" ref-type="bibr">49</xref>,<xref rid="b101-ijo-67-03-05783" ref-type="bibr">101</xref>), ultimately improving the survival rate of patients (<xref rid="b80-ijo-67-03-05783" ref-type="bibr">80</xref>).</p>
<p>Collectively, these results revealed that although copper ion carrier-induced cell death is a key form of cell death, few studies have confirmed the efficacy in PCa using <italic>in vitro</italic> investigations. Results of previous research demonstrated that several substances may elevate intracellular copper ion concentrations, including the aforementioned copper ion carriers, copper ion compounds and several copper chelators that inhibit the increase in copper ion levels. Triethylenetetramine dihydrochloride (<xref rid="b102-ijo-67-03-05783" ref-type="bibr">102</xref>), 8-hydroxyquinoline (<xref rid="b103-ijo-67-03-05783" ref-type="bibr">103</xref>), penicillamine (<xref rid="b104-ijo-67-03-05783" ref-type="bibr">104</xref>), methanobactin (<xref rid="b105-ijo-67-03-05783" ref-type="bibr">105</xref>), Bathocuproine disulphonate (<xref rid="b106-ijo-67-03-05783" ref-type="bibr">106</xref>) and choline tetrathiomolybdate (<xref rid="b107-ijo-67-03-05783" ref-type="bibr">107</xref>) are key compounds that regulate intracellular copper ion concentrations, thereby facilitating or obstructing copper ion-associated biological functions. The aforementioned drugs are theoretically capable of stimulating cell proliferation; however, no previous investigations have been undertaken regarding cuproptosis in PCa. Preliminary experiments should be performed to substantiate this hypothesis and to aid in the development of novel cuproptosis-associated therapies.</p></sec>
<sec>
<title>Chelators of copper ions</title>
<p>A reduction in glutathione (GSH), a natural chelator of intracellular copper ions, results in an elevation of intracellular copper concentration, ultimately culminating in cell death (<xref rid="b9-ijo-67-03-05783" ref-type="bibr">9</xref>). In healthy prostate cells, GSH neutralizes ROS produced by increased copper ion levels from copper ion carriers; thus, providing an antioxidant effect and reducing sensitivity to ROS. Conversely, PCa cells possess diminished levels of GSH and are deficient in antioxidants, rendering them susceptible to ROS generated by copper ion carriers. Subsequently, this may result in PCa cell mortality (<xref rid="b79-ijo-67-03-05783" ref-type="bibr">79</xref>). In addition, elevated copper concentrations facilitate tumor angiogenesis and disrupt lipid metabolism. Steroid-based compounds impede PCa progression through the inhibition of CTR, thereby decreasing copper absorption by PCa cells and mitigating the proliferative effects of copper. These results indicate that the aforementioned compounds may represent innovative anticancer agents targeting anti-copper therapy (<xref rid="b35-ijo-67-03-05783" ref-type="bibr">35</xref>). Results of a further study (<xref rid="b108-ijo-67-03-05783" ref-type="bibr">108</xref>) reveal that the pro-drug, gamma-glutamyl transferase-activated prochelator releasing dithiocarbamate (GGTDTC), is activated by gamma-glutamyl transferase (GGT) in PCa cells. The release of dithiocarbamate (DTC), which chelates with copper ions to form a Cu-DTC complex, is highly toxic and promotes PCa cell death by triggering oxidative stress to generate large amounts of ROS. Ultimately, this interferes with protein ubiquitination. In PCa cells, GGT is often overexpressed and the concentration of copper ions is high. In addition, GGT exhibits a decreased antioxidant capacity, leading to metabolic disorders. This compound is more selective to cancer cells and therefore less toxic to non-tumor cells. In addition, GGT exhibits improved selectivity (<xref rid="b108-ijo-67-03-05783" ref-type="bibr">108</xref>). Thus, the use of copper chelators, in addition to elevated copper ion concentrations that mediate cuproptosis and impede tumor advancement, may diminish intracellular copper levels and initiate cuproptosis. These compounds may be used to leverage the highly toxic characteristics of copper-chelator complexes, which may further inhibit tumor progression to some degree. However, the specific mechanisms remain to be fully elucidated.</p></sec>
<sec>
<title>Copper nanoparticles</title>
<p>Nanotechnology facilitates the targeted delivery of copper ions to tumor sites via modifying responsive groups that coordinate with copper compounds. This process enhances the concentration of copper ions within tumor cells, leading to the toxic oligomerization of lipoylated proteins and the degradation of Fe-S cluster proteins. This ultimately induces cuproptosis in tumor cells and produces a therapeutic effect against cancer (<xref rid="b109-ijo-67-03-05783" ref-type="bibr">109</xref>). Researchers presented a novel nanoparticle, DCM@GDY-CuMOF@DOX, capable of releasing Cu<sup>+</sup> in the presence of GSH, ultimately facilitating the onset of cuproptosis (<xref rid="b110-ijo-67-03-05783" ref-type="bibr">110</xref>). Concurrently, doxorubicin (DOX) generates high levels of hydrogen peroxide (H<sub>2</sub>O<sub>2</sub>), which, when catalyzed by Cu<sup>+</sup>, is transformed into cytotoxic ROS via a Fenton-like reaction. Notably, this process induces cancer cell death. ROS produced via this method may trigger apoptosis, resulting in oxidative DNA damage and mitochondrial impairment. By contrast to the administration of DOX alone, nanoparticles enveloped within the PCa cell membranes (DU145 cell membrane; DCM) exhibit isotypic targeting capabilities, allowing them to specifically identify and target identical PCa cells. This process may diminish the likelihood of non-specific targeting during blood circulation. The non-specific adsorption and elimination in the bloodstream extend circulation time within the body, thereby minimizing toxicity to healthy tissues and enhancing the precision of targeting PCa cells for treatment. Haemolysis experiments, histopathological assessments and serum biochemical analyses demonstrated that nanoparticles did not induce notable damage to healthy cells and tissues; however, they did exhibit targeting capabilities and biocompatibility. Thus, these may exhibit potential in clinical practice (<xref rid="b110-ijo-67-03-05783" ref-type="bibr">110</xref>). Results of a previous study (<xref rid="b111-ijo-67-03-05783" ref-type="bibr">111</xref>) demonstrate that cuprous oxide nanoparticles (CONPs) selectively inhibited the proliferation of CRPC cells. Toxicological investigations revealed that CONPs elevate copper demand and uptake capacity and induce cell cycle arrest and apoptosis in cancer cells. In addition, CONPs suppressed stem cell properties and the Wnt signaling pathway and exhibited minimal effects on healthy prostate epithelial cells. Moreover, Cu(DDC)<sub>2</sub> nanoparticles facilitate the transport of Cu<sup>2+</sup> into cells, elevate intracellular copper levels and mediate the apoptosis of paclitaxel-resistant PCa cells (<xref rid="b112-ijo-67-03-05783" ref-type="bibr">112</xref>). These nanoparticles facilitated tumor site-specific accumulation and induce cuproptosis through loading copper ions and employing a responsive release mechanism, offering a novel, targeted and biocompatible therapeutic alternative for PCa treatment.</p>
<p>Moreover, liposomal copper (LpCu) effectively transports copper ions into PCa cells via encapsulating copper salts within liposomes. PCa cells treated with LpCu exhibit metabolic toxicity comparable with that of free copper salts, indicated by increased intracellular copper levels and increased levels of ROS, apoptosis and necrosis (<xref rid="b113-ijo-67-03-05783" ref-type="bibr">113</xref>). Specific steroid-based compounds form complexes with copper ions, diminishing the concentration of free copper ions within the cell. Thus, the influx of copper ions into PCa cells via CTR1 is reduced, effectively impeding copper absorption by PCa cells and disrupting their biosynthesis to inhibit PCa cell proliferation (<xref rid="b35-ijo-67-03-05783" ref-type="bibr">35</xref>).</p></sec>
<sec>
<title>Adjuvant therapy and targeted prediction of cuproptosis in PCa</title>
<p>Surgery remains the primary treatment option for localized PCa and androgen deprivation therapy is effective for patients with biochemically recurrent and metastatic hormone-sensitive PCa. However, resistance and progression to CRPC may still occur, along with suboptimal therapeutic outcomes following chemotherapy and immunotherapy (<xref rid="b54-ijo-67-03-05783" ref-type="bibr">54</xref>). At present, research is focused on the role of cuproptosis in malignancies, to determine the effects on cell growth and the specific underlying mechanisms.</p>
<p>Cuproptosis affects treatment resistance and contributes to the management of PCa. Notably, enzalutamide augments the susceptibility of CRPC cells to copper ion carriers and improves treatment efficacy through facilitating copper-dependent cell death. This combination therapy efficiently suppresses the proliferation of CRPC cells and reverses the resistance of enzalutamide-resistant cells both <italic>in vitro</italic> and <italic>in vivo</italic> (<xref rid="b43-ijo-67-03-05783" ref-type="bibr">43</xref>). By contrast, enzalutamide-resistant PCa cells demonstrate high levels of resistance to cuproptosis and the alteration of NUDT21 activity or the addition of PDHA improve the effectiveness of the copper ionophore, potentially leading to treatment resistance in PCa (<xref rid="b67-ijo-67-03-05783" ref-type="bibr">67</xref>). Results of a further previous study revealed that a combination of disulfiram and copper led to a notable reduction in the expression of ATP7B and the elevation of intracellular copper levels in PCa cell lines, rendering resistant cells sensitive to the growth-inhibitory and apoptotic effects of docetaxel (<xref rid="b80-ijo-67-03-05783" ref-type="bibr">80</xref>). Results of both <italic>in vivo</italic> and <italic>in vitro</italic> studies demonstrate that a combination of DSF and copper markedly reduces cell proliferation and the induction of apoptosis, indicative of the increased antitumor efficacy of docetaxel (<xref rid="b80-ijo-67-03-05783" ref-type="bibr">80</xref>). Moreover, DSF and copper directly interact with ATP7B, leading to the downregulation of its downstream proteins, including copper metabolism MURR1 Domain containing 1, &#x003B1;-clusterin and S-phase kinase associated protein 2. Simultaneously, DSF and copper promote upregulation of cyclin-dependent kinase inhibitor 1 thus inhibiting tumor growth (<xref rid="b80-ijo-67-03-05783" ref-type="bibr">80</xref>). Results of a previous study (<xref rid="b95-ijo-67-03-05783" ref-type="bibr">95</xref>) reveal that a combination of ES and CuCl<sub>2</sub> (ES-Cu) effectively induces copper-mediated cytotoxicity in PCa cells, inhibits autophagy via DLAT upregulation and subsequently promotes cell retention in the G<sub>2</sub>/M phase, thereby augmenting the chemotherapeutic efficacy of docetaxel. <italic>In vivo</italic> experiments further demonstrate that the combination of ES-Cu and docetaxel markedly suppresses tumor growth in a PCa transplantation model using nude mice, where tumor proliferation was markedly inhibited (<xref rid="b95-ijo-67-03-05783" ref-type="bibr">95</xref>). Collectively, these data indicated that copper-induced cell death may impact the sensitivity of PCa to pharmacological agents.</p>
<p>Complanatoside A (CA) is a flavonoid derived from the Traditional Chinese Medicine, <italic>Semen Astragali Complanati</italic>. Results of a previous study (<xref rid="b114-ijo-67-03-05783" ref-type="bibr">114</xref>) reveal that CA downregulates the expression of the copper efflux-associated protein, ATOX1, promotes the accumulation of intracellular copper ions, inhibits mitochondrial activity and induces copper-mediated cell death. Notably, this agent markedly suppresses the proliferation, invasion and growth of PCa cells both <italic>in vivo</italic> and <italic>ex vivo</italic>, with no notable damage to major organs in experimental animal models (<xref rid="b114-ijo-67-03-05783" ref-type="bibr">114</xref>). Nuclear factor-activated T cell 5 (NFAT5) is a transcription factor that activates T cells and plays a key role in cellular stress response, immunological response and cell proliferation. Results of previous study revealed that NFAT5 acts as a target gene of microRNA (miR)-206 through bioinformatics analysis and database predictions. In addition, results of a previous study (<xref rid="b115-ijo-67-03-05783" ref-type="bibr">115</xref>) reveal that the long-chain non-coding RNA (lncRNA), AP000842.3, acts as a target gene of miR-206, functioning as a competitive endogenous RNA (ceRNA) that modulates the expression levels of NFAT5. Thus, this lncRNA affects the sensitivity of PCa cells to copper death inducers. In cellular experiments, NFAT5 knockdown markedly increases the sensitivity of PCa cells to copper-induced cytotoxicity and this was highlighted by elevated intracellular copper ion concentrations and reduced ROS levels (<xref rid="b115-ijo-67-03-05783" ref-type="bibr">115</xref>). Therefore, the interaction of lncRNA AP000842.3 with miR-206 may play a key role in regulating NFAT5 expression. Notably, this regulatory mechanism may be partly dependent on miR-206, providing a novel potential target for PCa diagnosis and treatment (<xref rid="b115-ijo-67-03-05783" ref-type="bibr">115</xref>).</p>
<p>Resveratrol, a polyphenol compound mainly located in red grapes and pomegranates, is an antioxidant that inhibits PCa cells through interacting with copper ions. This process contributes to the redox of copper ions and the generation of ROS, leading to an increase in intracellular oxidative stress and interference with intracellular signaling pathways, such as MAPK, PI3K/Akt and NF-&#x003BA;B pathways. Moreover, results of a this study (<xref rid="b116-ijo-67-03-05783" ref-type="bibr">116</xref>) reveal that resveratrol inhibits cell cycle progression, thus inhibiting PCa cell proliferation. This compound also activates key intracellular apoptotic signaling pathways, such as the mitochondrial pathway and death receptor pathway, to promote the apoptosis of PCa cells. By contrast, copper ion chelation reverses the anticancer effects of resveratrol, further confirming the key role of copper ions in the action of resveratrol. In addition, the observed elevation of copper ions may facilitate their absorption and storage, promoting the harmful effects of resveratrol through the upregulation of the copper transporter protein, CTR (<xref rid="b116-ijo-67-03-05783" ref-type="bibr">116</xref>). Collectively, results of these investigations indicated that copper and copper-induced cytotoxicity may serve as viable therapeutic approaches for the treatment of PCa.</p>
<p>Despite the limited number of studies on cuproptosis in PCa, previous studies revealed that CRGs may act as novel therapeutic targets, playing a key role in the progression of PCa (<xref rid="tII-ijo-67-03-05783" ref-type="table">Table II</xref>). Moreover, cuproptosis may be associated with key predictors of PCa, exhibiting potential as a novel indicator of the prognosis of patients with PCa and their responsiveness to treatment (<xref rid="tIII-ijo-67-03-05783" ref-type="table">Table III</xref>).</p>
<p>Irrespective of the trajectory of predictive modeling, research is focused on the development of novel molecular instruments for prognostic evaluation and clinical decision-making in PCa. Cuproptosis-based prognostic models exhibit efficacy in predicting outcomes of patients with PCa; however, the recurrence prediction mediated by CDI surpasses that of the cuproptosis-based prognostic models (<xref rid="b123-ijo-67-03-05783" ref-type="bibr">123</xref>). CRLs obtained from bioinformatics analysis not only aid in the establishment of a prognostic prediction model for patients with PCa, but also the results of cellular experiments reveal that the knockdown of CRLs, particularly AC106820.5, may inhibit the proliferation, migration and invasive capabilities of PCa cells (<xref rid="b127-ijo-67-03-05783" ref-type="bibr">127</xref>). Collectively, these data illustrate that bioinformatics analyses may be used to identify potential therapeutic targets in the treatment of PCa. Notably, the aforementioned models may also be used to predict responsiveness to immunotherapy, leading to the development of personalized treatment options that improve patient outcomes and quality of life.</p></sec></sec>
<sec sec-type="discussion">
<label>5.</label>
<title>Discussion</title>
<p>The redox activity of copper represents a dual purpose in cellular viability; for example, it acts as a crucial cofactor for enzymes that facilitate vital physiological processes in cellular metabolism and may induce oxidative stress and cell death when present in excess (<xref rid="b131-ijo-67-03-05783" ref-type="bibr">131</xref>,<xref rid="b132-ijo-67-03-05783" ref-type="bibr">132</xref>). The initial discovery of cuproptosis elucidated the association between copper-induced cell death and mitochondrial metabolism, thus furthering investigations in copper biology and offering novel insights for future investigations into cell death pathways. In PCa, increased copper concentrations and a disruption of copper transporters result in the accumulation of copper ions within tumor cells, facilitating the initiation of cuproptosis. The activation of cuproptosis facilitates the elimination of surplus copper ions, mitigates cellular damage resulting from copper metabolism disorders and suppresses the proliferation, invasion and metastasis of PCa cells, thereby inhibiting tumor progression induced by copper metabolism disorders. However, further investigations are required to determine the specific underlying mechanisms.</p>
<p>In recent years, cuproptosis has become a novel focus within PCa research, demonstrating potential in various tumors to markedly impact the proliferation, invasion and metastasis of tumor cells. Despite novel insights into the role of cuproptosis in PCa, this field of study exhibits certain limitations. Cuproptosis may inhibit the progression of PCa; however, PCa requires elevated copper levels for its physiological functions. In addition, FDX1 expression in PCa cells remains low to prevent the initiation of cuproptosis. Androgens may enhance the transcriptional levels of CTR1, ATP7B and STEAP in PCa cells via androgen receptor activation, thereby increasing copper uptake and facilitating PCa progression (<xref rid="b49-ijo-67-03-05783" ref-type="bibr">49</xref>). Moreover, the hypothesis regarding increased copper demand in PCa and the approaches to alleviate levels of toxicity remain ambiguous and the specific molecular mechanisms underlying cuproptosis have yet to be fully elucidated. Thus, further investigations should focus on the specific signaling pathways and regulatory mechanisms underlying this phenomenon. Notably, these processes may include the accumulation of copper ions in PCa cells, the functions of pivotal proteins and the activation of signaling pathways associated with the onset of cuproptosis. To date, previous research has focused on CRGs and CRLs and the use of bioinformatics analyses, predictive model development and <italic>in vitro</italic> experimentation. The aforementioned studies have primarily utilized public databases for analysis, which may result in limitations in the validity of studies, through large-scale clinical samples and a lack of investigation into clinical applications. Thus, further investigations should focus on the use of genetic analysis of clinical samples to validate prior findings and inform subsequent studies. Notably, the AlphaFold (<ext-link xlink:href="https://deepmind.google/science/alphafold/" ext-link-type="uri">https://deepmind.google/science/alphafold/</ext-link>) suite of tools constitutes a robust, integrated platform for structural prediction. It is used to accurately predict the structures of proteins interacting with various biomolecules (<xref rid="b133-ijo-67-03-05783" ref-type="bibr">133</xref>). Thus, the development of novel prediction models using AlphaFold 3 tools may further the understanding of PCa at the molecular level and aid in the identification of additional therapeutic targets. Further investigations into drug sensitivity may lead to the development of novel therapeutic targets, while analyses of immune cells inside the tumor microenvironment may clarify the role of cuproptosis in modulating their activity and the potential impact on tumor proliferation and metastasis. Moreover, a multidisciplinary research approach is required to elucidate the specific role of cuproptosis in PCa, thereby establishing a foundation for the advancement of novel therapies aimed at enhancing the prognosis and quality of life of patients.</p>
<p>In conclusion, the present review article demonstrated that cuproptosis may exhibit potential in the treatment of PCa. Notably, copper-based nanomedicines, as well as traditional copper ion carriers and chelators, may elicit more potent anti-tumor effects. Additional investigations into the transformation of conventional pharmaceuticals into nanoparticles, alongside additional clinical trials, may aid in the development of a novel therapeutic approach. However, these trials should be preceded by a comprehensive understanding of the mechanisms underlying copper metabolism and cuproptosis, aiming to determine distinct interactions between copper and the tumor microenvironment, as well as immune responses, which are essential for drug design and efficacy prediction. Notably, the identification of cuproptosis has prompted extensive investigations into novel treatment options for PCa and this newly recognized mechanism of regulatory cell death may contribute to theoretical advancements and practical implementations in the field.</p></sec></body>
<back>
<sec sec-type="data-availability">
<title>Availability of data and materials</title>
<p>Not applicable.</p></sec>
<sec sec-type="other">
<title>Authors' contributions</title>
<p>ZL was responsible for writing the original draft, reviewing and editing, project administration, supervision and conceptualization. YC was responsible for writing the original draft, reviewing and editing, supervision and visualization. KZ was responsible for writing the original draft, supervision and conceptualization. ZC was responsible for writing the original draft and resources. YY was responsible for funding acquisition, supervision, project administration, writing, reviewing and editing. Data authentication is not applicable. All authors read and approved the final manuscript.</p></sec>
<sec sec-type="other">
<title>Ethics approval and consent to participate</title>
<p>Not applicable.</p></sec>
<sec sec-type="other">
<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>
<ack>
<title>Acknowledgements</title>
<p>Not applicable.</p></ack>
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<floats-group>
<fig id="f1-ijo-67-03-05783" position="float">
<label>Figure 1</label>
<caption>
<p>Processes of copper metabolism and cuproptosis. Cu<sup>2+</sup> are reduced to Cu<sup>+</sup> by STEAP/DCYTB in the gut epithelium and transported into cells via CTR1. Inside target cells, Cu<sup>+</sup> interferes with Fe-S clusters, generates ROS and leads to mitochondrial dysfunction. Excess Cu<sup>+</sup> induces protein aggregation via lipoylated proteins, mediated by FDX1 and LIAS, ultimately causing cuproptosis. STEAP, prostate six transmembrane epithelial antigen; DCYTB, duodenal cytochrome <italic>b</italic>; CTR1, copper transporter 1; TCA, tricarboxylic acid cycle; Fe-S, iron-sulfur; ROS, reactive oxygen species; FDX1, ferredoxin 1; DLAT, dihydrolipoamide S-acetyltransferase; LIAS, lipoic acid synthetase.</p></caption>
<graphic xlink:href="ijo-67-03-05783-g00.tiff"/></fig>
<fig id="f2-ijo-67-03-05783" position="float">
<label>Figure 2</label>
<caption>
<p>Dual mechanisms underlying copper and cuproptosis in PCa. Mitochondrial dysfunction is central to cuproptosis, leading to oxidative damage and inhibition of the TCA cycle. Excess copper accumulation in mitochondria triggers cuproptosis and sustained ROS production. Moderate ROS levels promote DNA mutations and oncogenic signaling, driving tumor progression. In contrast, excessive ROS overwhelm antioxidant defenses and induce tumor cell death. The specific involvement in PCa requires further validation. PCa, prostate cancer; TCA, tricarboxylic acid cycle; ROS, reactive oxygen species.</p></caption>
<graphic xlink:href="ijo-67-03-05783-g01.tiff"/></fig>
<fig id="f3-ijo-67-03-05783" position="float">
<label>Figure 3</label>
<caption>
<p>Mechanism of copper ion carriers. Elesclomol and disulfiram enhance intracellular Cu<sup>+</sup> accumulation in tumor cells. In the presence of elevated lipoylated proteins or ALDH expression (such as PCa), Cu<sup>+</sup> induces toxic stress within mitochondria, triggering cuproptosis and resulting in tumor cell death. ALDH, acetaldehyde dehydrogenase; PCa, prostate cancer.</p></caption>
<graphic xlink:href="ijo-67-03-05783-g02.tiff"/></fig>
<table-wrap id="tI-ijo-67-03-05783" position="float">
<label>Table I</label>
<caption>
<p>Targets and roles of PCa-related CRGs in the cuproptosis process.</p></caption>
<table frame="hsides" rules="groups">
<tbody>
<tr>
<td valign="top" align="left">First author/s, year</td>
<td valign="top" align="center">Designation (of an object)</td>
<td valign="top" align="center">Target of action</td>
<td valign="top" align="center">Role in cuproptosis</td>
<td valign="top" align="center">(Refs.)</td></tr>
<tr>
<td valign="top" align="left">Yang, 2022; Yang, 2024</td>
<td valign="top" align="left">FDX1</td>
<td valign="top" align="left">Sites of lipoylation modification, Cu<sup>2+</sup></td>
<td valign="top" align="left">Engaged in the lipoylation modification of proteins (DLAT, among others); Reduction of Cu<sup>2+</sup> to the more hazardous Cu<sup>+</sup> resulting in cuproptosis</td>
<td valign="top" align="center">(<xref rid="b61-ijo-67-03-05783" ref-type="bibr">61</xref>,<xref rid="b62-ijo-67-03-05783" ref-type="bibr">62</xref>)</td></tr>
<tr>
<td valign="top" align="left">Yang, 2023</td>
<td valign="top" align="left">DLAT</td>
<td valign="top" align="left">Lipoylated protein, Cu<sup>2+</sup></td>
<td valign="top" align="left">Cuproptosis triggered by lipoylation oligomerization</td>
<td valign="top" align="center">(<xref rid="b63-ijo-67-03-05783" ref-type="bibr">63</xref>)</td></tr>
<tr>
<td valign="top" align="left">Yang, 2022</td>
<td valign="top" align="left">LIAS</td>
<td valign="top" align="left">Lipoylated protein</td>
<td valign="top" align="left">Regulated by FDX1, involved in lipid acylation pathway</td>
<td valign="top" align="center">(<xref rid="b61-ijo-67-03-05783" ref-type="bibr">61</xref>)</td></tr>
<tr>
<td valign="top" align="left">Li, 2024</td>
<td valign="top" align="left">DLD</td>
<td valign="top" align="left"/>
<td valign="top" align="left">Engaged in TCA, wherein lipid acylation interacts with copper ions to trigger cuproptosis</td>
<td valign="top" align="center">(<xref rid="b64-ijo-67-03-05783" ref-type="bibr">64</xref>)</td></tr>
<tr>
<td valign="top" align="left">Xiao, 2023</td>
<td valign="top" align="left">GCSH</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="center">(<xref rid="b65-ijo-67-03-05783" ref-type="bibr">65</xref>)</td></tr>
<tr>
<td valign="top" align="left">Li, 2024</td>
<td valign="top" align="left">PDHA1</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="center">(<xref rid="b64-ijo-67-03-05783" ref-type="bibr">64</xref>)</td></tr>
<tr>
<td valign="top" align="left">Li, 2024</td>
<td valign="top" align="left">DBT</td>
<td valign="top" align="left"/>
<td valign="top" align="left">Key enzyme in TCA, binds to copper ions to induce cuproptosis</td>
<td valign="top" align="center">(<xref rid="b64-ijo-67-03-05783" ref-type="bibr">64</xref>)</td></tr>
<tr>
<td valign="top" align="left">Zhang, 2023</td>
<td valign="top" align="left">CDKN2A</td>
<td valign="top" align="left">Cellular cycle and p53 signaling pathway</td>
<td valign="top" align="left">Regulates the cell cycle and copper metabolism while inhibiting cuproptosis</td>
<td valign="top" align="center">(<xref rid="b66-ijo-67-03-05783" ref-type="bibr">66</xref>)</td></tr>
<tr>
<td valign="top" align="left">Li, 2024</td>
<td valign="top" align="left">GLS</td>
<td valign="top" align="left">Metabolic route of glutamine</td>
<td valign="top" align="left">Oxidative stress in the TCA cycle mitigates tumors and prevents the occurrence of cuproptosis</td>
<td valign="top" align="center">(<xref rid="b64-ijo-67-03-05783" ref-type="bibr">64</xref>)</td></tr>
<tr>
<td valign="top" align="left">Lin, 2024</td>
<td valign="top" align="left">NUDT21</td>
<td valign="top" align="left">Genes associated with DHA biosynthesis and copper ion transport-related proteins</td>
<td valign="top" align="left">Demethylation of these genes/proteins induces shortening of the 3&#x02032;UTR, thereby suppressing DHA biosynthesis and conferring insensitivity to cuproptosis</td>
<td valign="top" align="center">(<xref rid="b67-ijo-67-03-05783" ref-type="bibr">67</xref>)</td></tr></tbody></table>
<table-wrap-foot>
<fn id="tfn1-ijo-67-03-05783">
<p>PCa, prostate cancer; CRGs, cuproptosis-related genes; TCA, tricarboxylic acid cycle; FDX1, ferredoxin 1; DLAT, dihydrolipoamide S-acetyltransferase; LIAS, lipoic acid synthase; DLD, dihydrolipoamide dehydrogenase; GCSH, glycine cleavage system protein H; PDHA1, pyruvate dehydrogenase E1 subunit alpha 1; DBT, dihydrolipoamide branched-chain transacylase E2; CDKN2A, cyclin-dependent kinase inhibitor 2A; GLS, glutaminase; NUDT21, nudix hydrolase 21; DHA, docosahexaenoic acid; 3&#x02032;UTR, 3&#x02032; untranslated region.</p></fn></table-wrap-foot></table-wrap>
<table-wrap id="tII-ijo-67-03-05783" position="float">
<label>Table II</label>
<caption>
<p>Correlation between CRGs and PCa.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">First author/s, year</th>
<th valign="top" align="center">CRGs</th>
<th valign="top" align="center">Sources for screening</th>
<th valign="top" align="center">Association with PCa</th>
<th valign="top" align="center">(Refs.)</th></tr></thead>
<tbody>
<tr>
<td valign="top" align="left">Yang, 2022; Yang, 2024; Wang, 2023</td>
<td valign="top" align="left">FDX1</td>
<td valign="top" align="left">Genome-wide screening utilizing CRISPR/Cas9 technology</td>
<td valign="top" align="left">Elevated expression correlates with unfavorable prognosis; Inverse connection with immune cell infiltration, cellular autophagy and drug sensitivity</td>
<td valign="top" align="center">(<xref rid="b61-ijo-67-03-05783" ref-type="bibr">61</xref>,<xref rid="b62-ijo-67-03-05783" ref-type="bibr">62</xref>,<xref rid="b117-ijo-67-03-05783" ref-type="bibr">117</xref>)</td></tr>
<tr>
<td valign="top" align="left">Yang, 2023; Wang, 2023</td>
<td valign="top" align="left">DLAT</td>
<td valign="top" align="left"/>
<td valign="top" align="left">Elevated expression correlates with favorable prognosis and positively connected with immune cell infiltration</td>
<td valign="top" align="center">(<xref rid="b63-ijo-67-03-05783" ref-type="bibr">63</xref>,<xref rid="b117-ijo-67-03-05783" ref-type="bibr">117</xref>)</td></tr>
<tr>
<td valign="top" align="left">Yang, 2024; Wang, 2023</td>
<td valign="top" align="left">LIAS</td>
<td valign="top" align="left"/>
<td valign="top" align="left">Elevated expression correlates with a favorable outcome</td>
<td valign="top" align="center">(<xref rid="b62-ijo-67-03-05783" ref-type="bibr">62</xref>,<xref rid="b117-ijo-67-03-05783" ref-type="bibr">117</xref>)</td></tr>
<tr>
<td valign="top" align="left">Li, 2024; Wang, 2023; Cheng, 2023</td>
<td valign="top" align="left">PDHA1</td>
<td valign="top" align="left"/>
<td valign="top" align="left">Elevated expression correlates with diminished bad prognosis, treatment resistance and DFS</td>
<td valign="top" align="center">(<xref rid="b64-ijo-67-03-05783" ref-type="bibr">64</xref>,<xref rid="b117-ijo-67-03-05783" ref-type="bibr">117</xref>,<xref rid="b118-ijo-67-03-05783" ref-type="bibr">118</xref>)</td></tr>
<tr>
<td valign="top" align="left">Wang, 2023</td>
<td valign="top" align="left">CDKN2A<break/>DLD</td>
<td valign="top" align="left"/>
<td valign="top" align="left">Elevated expression correlated with unfavorable prognosis and decreased DFS</td>
<td valign="top" align="center">(<xref rid="b117-ijo-67-03-05783" ref-type="bibr">117</xref>)</td></tr>
<tr>
<td valign="top" align="left">Li, 2024; Wang, 2023</td>
<td valign="top" align="left">GLS</td>
<td valign="top" align="left"/>
<td valign="top" align="left">Elevated expression correlates with unfavorable prognosis</td>
<td valign="top" align="center">(<xref rid="b64-ijo-67-03-05783" ref-type="bibr">64</xref>,<xref rid="b117-ijo-67-03-05783" ref-type="bibr">117</xref>)</td></tr>
<tr>
<td valign="top" align="left">Xiao, 2023</td>
<td valign="top" align="left">GCSH</td>
<td valign="top" align="left">Analysis of expression levels using the StarBase and GEPIA databases</td>
<td valign="top" align="left"/>
<td valign="top" align="center">(<xref rid="b65-ijo-67-03-05783" ref-type="bibr">65</xref>)</td></tr>
<tr>
<td valign="top" align="left">Yang, 2024; Li, 2024</td>
<td valign="top" align="left">DBT</td>
<td valign="top" align="left">Analysis of differential expression in TCGA and GEO datasets</td>
<td valign="top" align="left">Elevated expression correlates with a favorable outcome</td>
<td valign="top" align="center">(<xref rid="b62-ijo-67-03-05783" ref-type="bibr">62</xref>,<xref rid="b64-ijo-67-03-05783" ref-type="bibr">64</xref>)</td></tr></tbody></table>
<table-wrap-foot>
<fn id="tfn2-ijo-67-03-05783">
<p>CRGs, cuproptosis-related genes; PCa, prostate cancer; FDX1, ferredoxin 1; DLAT, dihydrolipoamide S-acetyltransferase; LIAS, lipoic acid synthase; PDHA1, pyruvate dehydrogenase E1 subunit alpha 1; CDKN2A, cyclin-dependent kinase inhibitor 2A; DLD, dihydrolipoamide dehydrogenase; GLS, glutaminase; GCSH, glycine cleavage system protein H; DBT, dihydrolipoamide branched-chain transacylase E2; CRISPR/Cas9, clustered regularly interspaced short palindromic repeats/CRISPR-associated protein 9; DFS, disease-free survival; GEPIA, Gene Expression Profiling Interactive Analysis; TCGA, The Cancer Genome Atlas; GEO, Gene Expression Omnibus.</p></fn></table-wrap-foot></table-wrap>
<table-wrap id="tIII-ijo-67-03-05783" position="float">
<label>Table III</label>
<caption>
<p>Summary of PCa prediction models based on cuproptosis.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">First author/s, year</th>
<th valign="top" align="center">Forecasting model</th>
<th valign="top" align="center">Construction methods</th>
<th valign="top" align="center">Forecasting metrics</th>
<th valign="top" align="center">Prominent application domains in PCa</th>
<th valign="top" align="center">(Refs.)</th></tr></thead>
<tbody>
<tr>
<td valign="top" align="left">Yang, 2024; Li, 2024; Wang, 2023</td>
<td valign="top" align="left">CRGs</td>
<td valign="top" align="left">Sequential LASSO Cox regression</td>
<td valign="top" align="left">FDX1, DLAT, DLD, PDHA1, CDKN2A, DBT, GLS and others</td>
<td valign="top" align="left">Assessment of relapse risk, treatment efficacy and DFS</td>
<td valign="top" align="center">(<xref rid="b62-ijo-67-03-05783" ref-type="bibr">62</xref>,<xref rid="b64-ijo-67-03-05783" ref-type="bibr">64</xref>,<xref rid="b117-ijo-67-03-05783" ref-type="bibr">117</xref>)</td></tr>
<tr>
<td valign="top" align="left">Jin, 2022</td>
<td valign="top" align="left">CRGs evaluations</td>
<td valign="top" align="left">Univariate Cox regression</td>
<td valign="top" align="left">DLAT, FDX1, DLD, LIAS, GLS, PDHA1, CDKN2A and others</td>
<td valign="top" align="left">Recommendations for individualized immunotherapy approaches</td>
<td valign="top" align="center">(<xref rid="b119-ijo-67-03-05783" ref-type="bibr">119</xref>)</td></tr>
<tr>
<td valign="top" align="left">Wang, 2024</td>
<td valign="top" align="left">Gleason scores and CRGs</td>
<td valign="top" align="left">LASSO Cox and multifactorial Cox regression</td>
<td valign="top" align="left">Five particular genes (STX3, CABLES2, E2F5, RALA and POLE3)</td>
<td valign="top" align="left">Personalized therapy and administration</td>
<td valign="top" align="center">(<xref rid="b120-ijo-67-03-05783" ref-type="bibr">120</xref>)</td></tr>
<tr>
<td valign="top" align="left">Yao, 2023</td>
<td valign="top" align="left">Cuproptosis-related immunization risk score</td>
<td valign="top" align="left"/>
<td valign="top" align="left">Three immune-related CRGs (PRLR, DES and LECT2)</td>
<td valign="top" align="left">Evaluation of OS and DFS</td>
<td valign="top" align="center">(<xref rid="b121-ijo-67-03-05783" ref-type="bibr">121</xref>)</td></tr>
<tr>
<td valign="top" align="left">Zhang, 2023</td>
<td valign="top" align="left">CRGs and PCa expression correlate</td>
<td valign="top" align="left"/>
<td valign="top" align="left">Five particular genes (B4GALNT4, FAM83D, COL1A, CHRM3 and MYBPC1)</td>
<td valign="top" align="left">Prediction of responsiveness to chemotherapy and immunotherapy</td>
<td valign="top" align="center">(<xref rid="b122-ijo-67-03-05783" ref-type="bibr">122</xref>)</td></tr>
<tr>
<td valign="top" align="left">Ma, 2024</td>
<td valign="top" align="left">Necrosis and CRGs</td>
<td valign="top" align="left"/>
<td valign="top" align="left">CDI</td>
<td valign="top" align="left">Assessment of survival and recurrence risk</td>
<td valign="top" align="center">(<xref rid="b123-ijo-67-03-05783" ref-type="bibr">123</xref>)</td></tr>
<tr>
<td valign="top" align="left">Cheng, 2023</td>
<td valign="top" align="left">CRLs related with cuproptosis</td>
<td valign="top" align="left"/>
<td valign="top" align="left">Six CRLs</td>
<td valign="top" align="left">DFS prognosis, evaluation of the immune microenvironment</td>
<td valign="top" align="center">(<xref rid="b124-ijo-67-03-05783" ref-type="bibr">124</xref>)</td></tr>
<tr>
<td valign="top" align="left">Ma, 2023</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left">Twelve CRLs</td>
<td valign="top" align="left">Evaluation of OS and DFS</td>
<td valign="top" align="center">(<xref rid="b125-ijo-67-03-05783" ref-type="bibr">125</xref>)</td></tr>
<tr>
<td valign="top" align="left">Jiang, 2022</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left">Six CRLs</td>
<td valign="top" align="left">DFS evaluation</td>
<td valign="top" align="center">(<xref rid="b126-ijo-67-03-05783" ref-type="bibr">126</xref>)</td></tr>
<tr>
<td valign="top" align="left">Zhong, 2025</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="center">(<xref rid="b127-ijo-67-03-05783" ref-type="bibr">127</xref>)</td></tr>
<tr>
<td valign="top" align="left">Ren, 2023</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left">Assessment of relapse risk</td>
<td valign="top" align="center">(<xref rid="b128-ijo-67-03-05783" ref-type="bibr">128</xref>)</td></tr>
<tr>
<td valign="top" align="left">Yu, 2024</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="center">(<xref rid="b129-ijo-67-03-05783" ref-type="bibr">129</xref>)</td></tr>
<tr>
<td valign="top" align="left">Lu, 2024</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left">Three CRLs</td>
<td valign="top" align="left">Prognostic assessment for progression-free survival</td>
<td valign="top" align="center">(<xref rid="b130-ijo-67-03-05783" ref-type="bibr">130</xref>)</td></tr></tbody></table>
<table-wrap-foot>
<fn id="tfn3-ijo-67-03-05783">
<p>CRGs, cuproptosis-related genes; PCa, prostate cancer; FDX1, ferredoxin 1; DLAT, dihydrolipoamide S-acetyltransferase; DLD, dihydrolipoamide dehydrogenase; PDHA1, pyruvate dehydrogenase E1 subunit alpha 1; CDKN2A, cyclin-dependent kinase inhibitor 2A; DBT, dihydrolipoamide branched-chain transacylase E2; GLS, glutaminase; LIAS, lipoic acid synthase; STX3, syntaxin 3; CABLES2, Cdk5 and Abl enzyme substrate 2; E2F5, E2F transcription factor 5; RALA, RAS-like proto-oncogene A; POLE3, DNA polymerase epsilon 3; PRLR, prolactin receptor; DES, desmin; LECT2, lectin-like transcript 2; B4GALNT4, beta-1,4-galactosyltransferase 4; FAM83D, family with sequence similarity 83 member D; COL1A, collagen type I alpha; CHRM3, cholinergic receptor muscarinic 3; MYBPC1, myosin binding protein C 1; DFS, disease-free survival; OS, overall survival; CDI, cell death index; CRLs, cuproptosis-related long non-coding RNAs.</p></fn></table-wrap-foot></table-wrap></floats-group></article>
