Targeting ferroptosis resistance resensitizes metastatic HR+HER2− breast cancer cells to palbociclib-hormone therapy

IF 20.1 1区 医学 Q1 ONCOLOGY
Charles Pottier, Laetitia Montero-Ruiz, Robin Jehay, Coline Wery, Dominique Baiwir, Gabriel Mazzucchelli, Sophie Bekisz, Romain Thissen, Claire Josse, Andrée Rorive, Stéphanie Gofflot, Ahmed Dahmani, Ludivine Morisset, Joëlle Collignon, Philipe Delvenne, Elisabetta Marangoni, Agnès Noël, Guy Jerusalem, Nor Eddine Sounni
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After an initial response, most patients become resistant, and compensatory mechanisms are not fully uncovered [<span>3</span>]. To address this, we analyzed HR<sup>+</sup> resistant CAMA1 and 747D cells using whole-exome and RNA sequencing, supplemented by proteomics and target validation with human samples. Additionally, we conducted combination therapy trials using xenografts and patient-derived xenografts (PDXs). Detailed study designs and methods are provided in the Supplementary file.</p><p>In a cohort of 27 patients with metastatic breast cancer, we observed reduced progression-free survival in second- and third-line therapies following progression post palbociclib-HT treatment (Supplementary Figure S1A and Supplementary Table S1). Resistant tumors showed reduced estrogen receptor alpha (ERα) and progesterone receptor (PR) and increased proliferation rates (Supplementary Figure S1B-D). CAMA1 and T47D cells, treated with palbociclib and fulvestrant (PF) for 2 years, developed resistance (CAMA1-PFR and T47D-PFR) confirmed by proliferation assays and elevated half-maximal inhibitory concentrations. Resistant cells exhibited reduced levels of ERα and retinoblastoma protein (Supplementary Figure S2). Exome analysis revealed no drug resistance-related mutations (Supplementary Tables S2-S3), suggesting non-genetic factors.</p><p>RNA sequencing of T47D cells treated with DMSO or PF for 20 days and T47D-PFR cells revealed 1,172 upregulated genes and 824 downregulated genes in the resistant cells (Supplementary Figure S3A). Gene set enrichment analysis indicated increased fatty acid localization (Supplementary Figure S3B), with a heatmap showing elevated fatty acid uptake and metabolism-related genes, such as fatty acid binding protein-6 (FABP6), FABP7, cluster of differentiation-36 (CD36), and proteasome proliferator-activated receptor-gamma (PPARγ) in T47D-PFR cells (Figure 1A). Lipid droplets accumulated in PF-treated parental and PF-resistant T47D and CAMA1 cells (Figure 1B and Supplementary Figure S3C). FABP6 levels were elevated in PF-treated parental and PF-resistant cells, with CD36 overexpression unique to T47D-PFR cells at both protein and mRNA levels (Figure 1C and Supplementary Figure S3D-E), suggesting that lipid uptake might be an adaptive response to oxidative stress [<span>4, 5</span>]. This was supported by elevated reactive oxygen species (ROS) levels in PF-treated parental cells (Figure 1D). Furthermore, proteomic analysis in human biopsies revealed a functional network of 11 oxidative stress-triggered proteasomes (Supplementary Figure S4A and Supplementary Tables S4-S5) as indicators of oxidative stress [<span>6</span>]. Immunohistochemistry validated increased proteasome subunit alpha type-7 (PSMA7) in resistant biopsies (Supplementary Figure S4B).</p><p>We investigated whether cell survival is affected by ferroptosis—a type of non-apoptotic cell death linked to lipid peroxidation. GPX4 protein, the main protector against ferroptosis, was overexpressed in parental cells after PF treatment and in PF-resistant cells, even after drug wash-out, with no changes in mRNA levels (Figure 1E and Supplementary Figure S5A-C). Silencing GPX4 expression reduced cell proliferation in parental and PF-resistant cells (Supplementary Figure S5D-F), indicating their reliance on GPX4. GPX4 overexpression was also observed in resistant human tumors (Figure 1F).</p><p>Cells were treated with the GPX4 inhibitor RAS-selective lethal 3 (RSL3) and the antioxidant Trolox for 6 days. CAMA1 and T47D cells were insensitive to RSL3, whereas CAMA1-PFR and T47D-PFR cells showed high sensitivity to RSL3 (Figure 1G). Trolox reversed RSL3's effect in both cell lines (Figure 1G), highlighting the role of GPX4 in PF-resistant cell proliferation. Due to unverified safety of RLS3, we used eprenetapopt (Ep), a p53 activator and GSH depletory [<span>7</span>] proven safe in hematological cancer patients [<span>8</span>]. In vitro, CAMA1 and CAMA1-PFR cells were sensitive to Ep, while T47D cells were insensitive; T47D-PFR showed higher sensitivity (Figure 1H).</p><p>To investigate the effect of pharmacologically induced ferroptosis on the palbociclib-fulvestrant response in vivo, we used nude mice implanted with estrogen pellets. Due to its low pharmacokinetics in mouse plasma [<span>9</span>], RSL3 was administered via intratumoral injection. Mice were treated with vehicle, PF, Ep, RSL3, a combination of palbociclib-fulvestrant and eprenetapopt (PFEp), or a combination of palbociclib-fulvestrant and RSL3 (PF-RSL3). PF effectively inhibited the growth of the CAMA1 xenografts, while CAMA1-PFR tumors were insensitive (Figure 1I and J). RSL3 alone did not affect CAMA1-PFR tumor growth, whereas PF-RSL3 demonstrated a strong antitumor effect (Figure 1J), suggesting that RSL3 sensitizes CAMA1-PFR cells to PF, or vice versa. Similarly, Ep alone did not inhibit CAMA1-PFR tumor growth, but its combination with PF completely abolished tumor growth (Figure 1J).</p><p>To evaluate treatment effects on proliferation and cell death, we assessed Ki67, caspase-3 and hydroxynonenal (HNE) in tumors by immunohistochemistry. Parental CAMA1 tumors treated with PF showed a significant decrease in Ki67, with no effect on caspase-3, while CAMA1-PFR tumors exhibited no significant changes in either marker after treatment with PF, PFEp, or PF-RSL3 (Supplementary Figure S6A-D). HNE labeling revealed no difference between PF- and vehicle-treated CAMA1 tumors (Supplementary Figure S6E), but HNE increased moderately in CAMA1-PFR tumors treated with RSL3 and significantly with PFEp or PF-RSL3 (Supplementary Figure S6F), indicating potential cell death by ferroptosis. No treatments affected CD36 expression in either tumor type, although CAMA1-PFR xenografts showed significantly increased basal expression compared to human biopsies (Supplementary Figure S6G-J).</p><p>To strengthen the translational impact of our findings, we used patient-derived xenografts (PDXs) from HR<sup>+</sup>HER2<sup>−</sup> breast cancer patients without <i>p53</i> mutations (Supplementary Figure S7A) [<span>10</span>]. Consistent with human samples, GPX4 protein was upregulated in the palbociclib-HT-resistant PDX model (HBCx-180) compared to the palbociclib-HT-naïve PDX model (HBCx-124) (Supplementary Figure S7B). While GPX4 mRNA levels were unaffected in resistant cells, its expression was significantly higher in HBCx-180 (Supplementary Figure S7C), suggesting specific transcriptional/translational regulation differing between in vitro and in vivo contexts. In the HBCx-124 model, all the tumors (<i>n</i> = 5) responded well to PF, with no added benefit from Ep (PFEp), although a partial response to Ep monotherapy was observed (Figure 1K). Conversely, the HBCx-180 model showed no significant response to PF or Ep, with significant differences in tumor volumes between PFEp and vehicle and Ep groups from Day 25 onward (<i>P</i> &lt; 0.05) (Figure 1L). These results confirm that adding Ep to PF in PF-resistant tumors produces a strong antitumor effect. Ki67 labeling decreased with PF in the HBCx-124 PDX but not in the HBCx-180 PDX (Supplementary Figure S8A-B). Aside from reduction in caspase-3 labeling in the HBCx-124 treated with PF, no significant changes were observed with Ep or PFEp, and none of the treatment conditions affected HBCx-180 (Supplementary Figure S8C-D), indicating that proliferation and apoptosis are not affected in HBCx-180. HNE labeling suggested that PF promoted ferroptosis in HBCx-124, while only tumors treated with PFEp in HBCx-180 exhibited significant HNE increase compared to vehicle (Supplementary Figure S8E-F). PF slightly increased HNE in HBCx-124 without significance but the only vulnerability of HBCx-180 is attributed to ferroptosis induced with PFEp. The p53-dependent antitumor effect of eprenetapopt was excluded, as p53 expression was similar in parental and PF-resistant cells and in PDXs, while slightly elevated in resistant human tumors (Supplementary Figure S9). Finally, the addition of Ep or RSL3 to PF did not induce significant renal, hepatic, or hematological toxicity in mice (Supplementary Figure S10).</p><p>In conclusion, HR<sup>+</sup>HER2<sup>−</sup> tumors resistant to palbociclib-HT are vulnerable to ferroptosis inducers, highlighting the potential of collateral drug sensitivity and the promise of developing pro-ferroptosis agents for treating drug-resistant metastatic breast cancer (Supplementary Figure S11).</p><p><i>Conception and design</i>: CP and NES. <i>Development of methodology</i>: CP, LMR, NES. <i>Acquisition of data</i>: CP, LMR, RT, CW, RJ, AR, JC, CJ, SG, SB, AD, PD, LM and EM. <i>Analysis and interpretation of data (e.g., statistical analysis, biostatistics)</i>: CP, LMR, DB, GM, RT, CJ and NES. <i>Writing, review, and/or revision of the manuscript</i>: CP, GJ, AN and NES. <i>Study supervision</i>: GJ and NES.</p><p>The authors declare no competing interest except for Dr. Guy Jerusalem, who declares receiving grant support, paid to his institution, advisory board fees, lecture fees, travel support, and writing assistance from Novartis, Roche, and Pfizer. Disclosure is provided with the full text of this article. No other potential conflicts of interest relevant to this article were reported.</p><p>This work was supported by grants from the National Fund for Scientific Research (NFSR-FNRS) Belgium (NES: PDR T.023020; CDR J.0178.22); the credit sectorial of the University of Liege (NES: FSR-S-SS-22/61; FSR-S-SS-22/64); and the Foundation Contre le Cancer, Belgium (NES and AN: FCC-2022-181).</p>","PeriodicalId":9495,"journal":{"name":"Cancer Communications","volume":"45 4","pages":"460-464"},"PeriodicalIF":20.1000,"publicationDate":"2025-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/cac2.12646","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Cancer Communications","FirstCategoryId":"3","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/cac2.12646","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ONCOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Metastatic hormone receptor-positive (HR+), human epidermal growth factor receptor 2-negative (HER2) breast cancer often develops resistance to first-line treatment, typically combining cyclin-dependent kinase 4 and 6 inhibitors (CDK4/6i) with hormone therapy (HT) [1, 2]. After an initial response, most patients become resistant, and compensatory mechanisms are not fully uncovered [3]. To address this, we analyzed HR+ resistant CAMA1 and 747D cells using whole-exome and RNA sequencing, supplemented by proteomics and target validation with human samples. Additionally, we conducted combination therapy trials using xenografts and patient-derived xenografts (PDXs). Detailed study designs and methods are provided in the Supplementary file.

In a cohort of 27 patients with metastatic breast cancer, we observed reduced progression-free survival in second- and third-line therapies following progression post palbociclib-HT treatment (Supplementary Figure S1A and Supplementary Table S1). Resistant tumors showed reduced estrogen receptor alpha (ERα) and progesterone receptor (PR) and increased proliferation rates (Supplementary Figure S1B-D). CAMA1 and T47D cells, treated with palbociclib and fulvestrant (PF) for 2 years, developed resistance (CAMA1-PFR and T47D-PFR) confirmed by proliferation assays and elevated half-maximal inhibitory concentrations. Resistant cells exhibited reduced levels of ERα and retinoblastoma protein (Supplementary Figure S2). Exome analysis revealed no drug resistance-related mutations (Supplementary Tables S2-S3), suggesting non-genetic factors.

RNA sequencing of T47D cells treated with DMSO or PF for 20 days and T47D-PFR cells revealed 1,172 upregulated genes and 824 downregulated genes in the resistant cells (Supplementary Figure S3A). Gene set enrichment analysis indicated increased fatty acid localization (Supplementary Figure S3B), with a heatmap showing elevated fatty acid uptake and metabolism-related genes, such as fatty acid binding protein-6 (FABP6), FABP7, cluster of differentiation-36 (CD36), and proteasome proliferator-activated receptor-gamma (PPARγ) in T47D-PFR cells (Figure 1A). Lipid droplets accumulated in PF-treated parental and PF-resistant T47D and CAMA1 cells (Figure 1B and Supplementary Figure S3C). FABP6 levels were elevated in PF-treated parental and PF-resistant cells, with CD36 overexpression unique to T47D-PFR cells at both protein and mRNA levels (Figure 1C and Supplementary Figure S3D-E), suggesting that lipid uptake might be an adaptive response to oxidative stress [4, 5]. This was supported by elevated reactive oxygen species (ROS) levels in PF-treated parental cells (Figure 1D). Furthermore, proteomic analysis in human biopsies revealed a functional network of 11 oxidative stress-triggered proteasomes (Supplementary Figure S4A and Supplementary Tables S4-S5) as indicators of oxidative stress [6]. Immunohistochemistry validated increased proteasome subunit alpha type-7 (PSMA7) in resistant biopsies (Supplementary Figure S4B).

We investigated whether cell survival is affected by ferroptosis—a type of non-apoptotic cell death linked to lipid peroxidation. GPX4 protein, the main protector against ferroptosis, was overexpressed in parental cells after PF treatment and in PF-resistant cells, even after drug wash-out, with no changes in mRNA levels (Figure 1E and Supplementary Figure S5A-C). Silencing GPX4 expression reduced cell proliferation in parental and PF-resistant cells (Supplementary Figure S5D-F), indicating their reliance on GPX4. GPX4 overexpression was also observed in resistant human tumors (Figure 1F).

Cells were treated with the GPX4 inhibitor RAS-selective lethal 3 (RSL3) and the antioxidant Trolox for 6 days. CAMA1 and T47D cells were insensitive to RSL3, whereas CAMA1-PFR and T47D-PFR cells showed high sensitivity to RSL3 (Figure 1G). Trolox reversed RSL3's effect in both cell lines (Figure 1G), highlighting the role of GPX4 in PF-resistant cell proliferation. Due to unverified safety of RLS3, we used eprenetapopt (Ep), a p53 activator and GSH depletory [7] proven safe in hematological cancer patients [8]. In vitro, CAMA1 and CAMA1-PFR cells were sensitive to Ep, while T47D cells were insensitive; T47D-PFR showed higher sensitivity (Figure 1H).

To investigate the effect of pharmacologically induced ferroptosis on the palbociclib-fulvestrant response in vivo, we used nude mice implanted with estrogen pellets. Due to its low pharmacokinetics in mouse plasma [9], RSL3 was administered via intratumoral injection. Mice were treated with vehicle, PF, Ep, RSL3, a combination of palbociclib-fulvestrant and eprenetapopt (PFEp), or a combination of palbociclib-fulvestrant and RSL3 (PF-RSL3). PF effectively inhibited the growth of the CAMA1 xenografts, while CAMA1-PFR tumors were insensitive (Figure 1I and J). RSL3 alone did not affect CAMA1-PFR tumor growth, whereas PF-RSL3 demonstrated a strong antitumor effect (Figure 1J), suggesting that RSL3 sensitizes CAMA1-PFR cells to PF, or vice versa. Similarly, Ep alone did not inhibit CAMA1-PFR tumor growth, but its combination with PF completely abolished tumor growth (Figure 1J).

To evaluate treatment effects on proliferation and cell death, we assessed Ki67, caspase-3 and hydroxynonenal (HNE) in tumors by immunohistochemistry. Parental CAMA1 tumors treated with PF showed a significant decrease in Ki67, with no effect on caspase-3, while CAMA1-PFR tumors exhibited no significant changes in either marker after treatment with PF, PFEp, or PF-RSL3 (Supplementary Figure S6A-D). HNE labeling revealed no difference between PF- and vehicle-treated CAMA1 tumors (Supplementary Figure S6E), but HNE increased moderately in CAMA1-PFR tumors treated with RSL3 and significantly with PFEp or PF-RSL3 (Supplementary Figure S6F), indicating potential cell death by ferroptosis. No treatments affected CD36 expression in either tumor type, although CAMA1-PFR xenografts showed significantly increased basal expression compared to human biopsies (Supplementary Figure S6G-J).

To strengthen the translational impact of our findings, we used patient-derived xenografts (PDXs) from HR+HER2 breast cancer patients without p53 mutations (Supplementary Figure S7A) [10]. Consistent with human samples, GPX4 protein was upregulated in the palbociclib-HT-resistant PDX model (HBCx-180) compared to the palbociclib-HT-naïve PDX model (HBCx-124) (Supplementary Figure S7B). While GPX4 mRNA levels were unaffected in resistant cells, its expression was significantly higher in HBCx-180 (Supplementary Figure S7C), suggesting specific transcriptional/translational regulation differing between in vitro and in vivo contexts. In the HBCx-124 model, all the tumors (n = 5) responded well to PF, with no added benefit from Ep (PFEp), although a partial response to Ep monotherapy was observed (Figure 1K). Conversely, the HBCx-180 model showed no significant response to PF or Ep, with significant differences in tumor volumes between PFEp and vehicle and Ep groups from Day 25 onward (P < 0.05) (Figure 1L). These results confirm that adding Ep to PF in PF-resistant tumors produces a strong antitumor effect. Ki67 labeling decreased with PF in the HBCx-124 PDX but not in the HBCx-180 PDX (Supplementary Figure S8A-B). Aside from reduction in caspase-3 labeling in the HBCx-124 treated with PF, no significant changes were observed with Ep or PFEp, and none of the treatment conditions affected HBCx-180 (Supplementary Figure S8C-D), indicating that proliferation and apoptosis are not affected in HBCx-180. HNE labeling suggested that PF promoted ferroptosis in HBCx-124, while only tumors treated with PFEp in HBCx-180 exhibited significant HNE increase compared to vehicle (Supplementary Figure S8E-F). PF slightly increased HNE in HBCx-124 without significance but the only vulnerability of HBCx-180 is attributed to ferroptosis induced with PFEp. The p53-dependent antitumor effect of eprenetapopt was excluded, as p53 expression was similar in parental and PF-resistant cells and in PDXs, while slightly elevated in resistant human tumors (Supplementary Figure S9). Finally, the addition of Ep or RSL3 to PF did not induce significant renal, hepatic, or hematological toxicity in mice (Supplementary Figure S10).

In conclusion, HR+HER2 tumors resistant to palbociclib-HT are vulnerable to ferroptosis inducers, highlighting the potential of collateral drug sensitivity and the promise of developing pro-ferroptosis agents for treating drug-resistant metastatic breast cancer (Supplementary Figure S11).

Conception and design: CP and NES. Development of methodology: CP, LMR, NES. Acquisition of data: CP, LMR, RT, CW, RJ, AR, JC, CJ, SG, SB, AD, PD, LM and EM. Analysis and interpretation of data (e.g., statistical analysis, biostatistics): CP, LMR, DB, GM, RT, CJ and NES. Writing, review, and/or revision of the manuscript: CP, GJ, AN and NES. Study supervision: GJ and NES.

The authors declare no competing interest except for Dr. Guy Jerusalem, who declares receiving grant support, paid to his institution, advisory board fees, lecture fees, travel support, and writing assistance from Novartis, Roche, and Pfizer. Disclosure is provided with the full text of this article. No other potential conflicts of interest relevant to this article were reported.

This work was supported by grants from the National Fund for Scientific Research (NFSR-FNRS) Belgium (NES: PDR T.023020; CDR J.0178.22); the credit sectorial of the University of Liege (NES: FSR-S-SS-22/61; FSR-S-SS-22/64); and the Foundation Contre le Cancer, Belgium (NES and AN: FCC-2022-181).

Abstract Image

靶向铁下垂耐药性使转移性HR+HER2乳腺癌细胞对palbociclib-激素治疗重新敏感。
单独使用RSL3不影响CAMA1-PFR肿瘤的生长,而PF-RSL3显示出很强的抗肿瘤作用(图1J),这表明RSL3使CAMA1-PFR细胞对PF敏感,反之亦然。同样,Ep单独不能抑制CAMA1-PFR肿瘤生长,但与PF联合完全抑制肿瘤生长(图1J)。为了评价治疗对肿瘤细胞增殖和死亡的影响,我们采用免疫组化方法检测了肿瘤组织中Ki67、caspase-3和羟基壬烯醛(HNE)的表达。亲代CAMA1肿瘤经PF治疗后Ki67显著降低,对caspase-3无影响,而CAMA1- pfr肿瘤经PF、PFEp或PF- rsl3治疗后两种标志物均无显著变化(补充图S6A-D)。HNE标记显示PF和载药治疗的CAMA1肿瘤之间没有差异(补充图S6E),但在用RSL3治疗的CAMA1- pfr肿瘤中HNE适度增加,而在PFEp或PF-RSL3治疗的CAMA1- pfr肿瘤中HNE显著增加(补充图S6F),表明可能因铁凋亡导致细胞死亡。尽管CAMA1-PFR异种移植物与人类活检相比显示基础表达显著增加,但在两种肿瘤类型中,治疗均未影响CD36表达(补充图S6G-J)。为了加强我们研究结果的转化影响,我们使用了来自没有p53突变的HR+HER2 -乳腺癌患者的患者来源的异种移植物(pdx) (Supplementary Figure S7A)。与人类样本一致,与palbociclib-HT-naïve PDX模型(HBCx-124)相比,palbociclib- ht耐药PDX模型(HBCx-180)中GPX4蛋白表达上调(补充图S7B)。虽然GPX4 mRNA水平在耐药细胞中不受影响,但其在HBCx-180中的表达明显更高(补充图S7C),这表明在体外和体内环境下,GPX4 mRNA的特异性转录/翻译调控不同。在HBCx-124模型中,所有肿瘤(n = 5)对PF反应良好,Ep (PFEp)没有额外的益处,尽管对Ep单药治疗有部分反应(图1K)。相反,HBCx-180模型对PF或Ep没有明显的反应,PFEp组与对照组和Ep组之间的肿瘤体积从第25天开始有显著差异(P &lt;0.05)(图1L)。这些结果证实,在PF耐药肿瘤中加入Ep可产生较强的抗肿瘤作用。在HBCx-124 PDX中,Ki67标记随着PF而降低,而在HBCx-180 PDX中则没有(补充图S8A-B)。除了PF处理的HBCx-124中caspase-3标记减少外,Ep或PFEp没有观察到明显的变化,并且这些处理条件都没有影响HBCx-180(补充图S8C-D),表明HBCx-180的增殖和凋亡没有受到影响。HNE标记表明,PF促进HBCx-124中的铁下垂,而HBCx-180中只有PFEp治疗的肿瘤与对照相比出现显著的HNE增加(补充图S8E-F)。PF使HBCx-124的HNE略有增加,但无显著性,但HBCx-180的唯一易感性归因于PFEp诱导的铁下垂。我们排除了eprenetapopt的p53依赖性抗肿瘤作用,因为p53在亲本细胞、pfx耐药细胞和pdx中表达相似,而在耐药的人类肿瘤中略有升高(补充图S9)。最后,在PF中添加Ep或RSL3不会对小鼠产生明显的肾、肝或血液学毒性(Supplementary Figure S10)。总之,对palbociclib-HT耐药的HR+HER2−肿瘤易受铁下垂诱导剂的影响,这突出了旁系药物敏感性的潜力,以及开发促铁下垂药物治疗耐药转移性乳腺癌的前景(Supplementary Figure S11)。概念和设计:CP和NES。方法论的发展:CP, LMR, NES。数据采集:CP、LMR、RT、CW、RJ、AR、JC、CJ、SG、SB、AD、PD、LM和EM。数据分析和解释(如统计分析、生物统计学):CP、LMR、DB、GM、RT、CJ和NES。撰写,审查和/或修改稿件:CP, GJ, AN和NES。研究指导:GJ和NES。除Guy Jerusalem博士外,作者声明没有竞争利益,他声明获得了资助支持,支付给他的机构,顾问费,讲课费,旅行支持以及诺华,罗氏和辉瑞的写作帮助。本文全文提供了披露信息。未报告与本文相关的其他潜在利益冲突。这项工作得到了比利时国家科学研究基金(NFSR-FNRS)的资助(NES: PDR T.023020;CDR J.0178.22);列日大学信贷部门(NES: FSR-S-SS-22/61);FSR-S-SS-22/64);和比利时癌症防治基金会(NES和AN: FCC-2022-181)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Cancer Communications
Cancer Communications Biochemistry, Genetics and Molecular Biology-Cancer Research
CiteScore
25.50
自引率
4.30%
发文量
153
审稿时长
4 weeks
期刊介绍: Cancer Communications is an open access, peer-reviewed online journal that encompasses basic, clinical, and translational cancer research. The journal welcomes submissions concerning clinical trials, epidemiology, molecular and cellular biology, and genetics.
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