• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

转录谱分析和共识分子亚型分类,以了解结直肠癌对抗表皮生长因子受体治疗的反应和耐药机制。

Transcriptional Profiling and Consensus Molecular Subtype Assignment to Understand Response and Resistance to Anti-Epidermal Growth Factor Receptor Therapy in Colorectal Cancer.

机构信息

Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX.

Department of Population and Public Health Sciences, Keck School of Medicine of USC, Los Angeles, CA.

出版信息

JCO Precis Oncol. 2023 Jul;7:e2200422. doi: 10.1200/PO.22.00422.

DOI:10.1200/PO.22.00422
PMID:37487150
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10581628/
Abstract

PURPOSE

Activating mutations in , , and are known to cause resistance to anti-epidermal growth factor receptor (EGFR) therapy; however, only approximately 40% of patients with colorectal cancer (CRC) with tumors respond to anti-EGFR treatment. We sought to discover novel biomarkers to predict response to anti-EGFR antibody treatment in CRC and to understand mechanisms of resistance to anti-EGFR therapy.

MATERIALS AND METHODS

Transcriptomic profiles from three clinical and two preclinical cohorts treated with cetuximab were used to assign consensus molecular subtypes (CMS) to each sample and correlated with outcomes.

RESULTS

Restricting to patients, we observed that CMS2 tumors (canonical subtype) had significantly higher response rates relative to other CMS when treated with cetuximab combination with doublet chemotherapy (Okita et al cohort: 92% disease control rate (DCR) for CMS2, chi-square = .04; CALGB/SWOG 80405 cohort: 90% objective response rate (ORR) for CMS2, chi-square < .001) and with single-agent cetuximab (68%, chi-square = .01). CMS2 tumors showed best response among right-sided (ORR = 80%) and left-sided (ORR = 92%) tumors in the CALGB/SWOG 80405 cohort. CMS2 cells lines were most likely to be sensitive to cetuximab (60%) and CMS2 patient-derived xenograft had the highest DCR (84%). We found Myc, E2F, and mammalian target of rapamycin pathways were consistently upregulated in resistant samples (enrichment score >1, false discovery rate <0.25). Inhibitors of these pathways in resistant cell lines exhibited additive effects with cetuximab.

CONCLUSION

These data suggest that CRC transcriptional profiles, when used to assign CMS, provide additional ability to predict response to anti-EGFR therapy relative to using tumor sidedness alone. Notably both right-sided and left-sided CMS2 tumors had excellent response, suggesting that anti-EGFR therapy be included as a treatment option for right-sided CMS2 tumors.

摘要

目的

已知 、 和 中的激活突变会导致对表皮生长因子受体(EGFR)治疗的耐药性;然而,仅有大约 40%的 肿瘤结直肠癌(CRC)患者对 EGFR 治疗有反应。我们试图发现新的生物标志物来预测 CRC 对 EGFR 抗体治疗的反应,并了解对 EGFR 治疗耐药的机制。

材料和方法

使用来自三个临床和两个临床前队列接受西妥昔单抗治疗的转录组谱将共识分子亚型(CMS)分配给每个样本,并与结果相关联。

结果

限制在 名患者中,我们观察到当用西妥昔单抗联合双药化疗治疗时,CMS2 肿瘤(典型亚型)与其他 CMS 相比,具有更高的反应率(Okita 等人的队列:CMS2 的疾病控制率(DCR)为 92%,卡方=.04;CALGB/SWOG 80405 队列:CMS2 的客观缓解率(ORR)为 90%,卡方<.001)和单药西妥昔单抗(68%,卡方=.01)。在 CALGB/SWOG 80405 队列中,CMS2 肿瘤在右侧(ORR=80%)和左侧(ORR=92%)肿瘤中显示出最佳反应。CMS2 细胞系最有可能对西妥昔单抗敏感(60%),CMS2 患者来源的异种移植具有最高的 DCR(84%)。我们发现 Myc、E2F 和哺乳动物雷帕霉素靶蛋白途径在耐药样本中持续上调(富集评分>1,假发现率<0.25)。在耐药细胞系中,这些途径的抑制剂与西妥昔单抗表现出相加作用。

结论

这些数据表明,CRC 的转录谱用于分配 CMS 时,相对于仅使用肿瘤侧位,提供了额外的预测 EGFR 治疗反应的能力。值得注意的是,右侧和左侧 CMS2 肿瘤均具有极好的反应,这表明抗 EGFR 治疗应作为右侧 CMS2 肿瘤的治疗选择之一。

相似文献

1
Transcriptional Profiling and Consensus Molecular Subtype Assignment to Understand Response and Resistance to Anti-Epidermal Growth Factor Receptor Therapy in Colorectal Cancer.转录谱分析和共识分子亚型分类,以了解结直肠癌对抗表皮生长因子受体治疗的反应和耐药机制。
JCO Precis Oncol. 2023 Jul;7:e2200422. doi: 10.1200/PO.22.00422.
2
Consensus molecular subgroups (CMS) of colorectal cancer (CRC) and first-line efficacy of FOLFIRI plus cetuximab or bevacizumab in the FIRE3 (AIO KRK-0306) trial.结直肠癌的共识分子亚群(CMS)和 FOLFIRI 联合西妥昔单抗或贝伐珠单抗一线治疗在 FIRE3(AIO KRK-0306)试验中的疗效。
Ann Oncol. 2019 Nov 1;30(11):1796-1803. doi: 10.1093/annonc/mdz387.
3
Consensus molecular subtyping of metastatic colorectal cancer expands biomarker-directed therapeutic benefit for patients with CMS1 and CMS2 tumors.转移性结直肠癌的共识分子亚型可扩大 CMS1 和 CMS2 肿瘤患者基于生物标志物的治疗获益。
Br J Cancer. 2024 Nov;131(8):1328-1339. doi: 10.1038/s41416-024-02826-0. Epub 2024 Sep 4.
4
The role of primary tumour sidedness, EGFR gene copy number and EGFR promoter methylation in RAS/BRAF wild-type colorectal cancer patients receiving irinotecan/cetuximab.原发性肿瘤部位、表皮生长因子受体(EGFR)基因拷贝数及EGFR启动子甲基化在接受伊立替康/西妥昔单抗治疗的RAS/BRAF野生型结直肠癌患者中的作用
Br J Cancer. 2017 Jul 25;117(3):315-321. doi: 10.1038/bjc.2017.178. Epub 2017 Jun 20.
5
Location of Primary Tumor and Benefit From Anti-Epidermal Growth Factor Receptor Monoclonal Antibodies in Patients With RAS and BRAF Wild-Type Metastatic Colorectal Cancer.RAS和BRAF野生型转移性结直肠癌患者中原发肿瘤的位置及抗表皮生长因子受体单克隆抗体的获益情况
Oncologist. 2016 Aug;21(8):988-94. doi: 10.1634/theoncologist.2016-0084. Epub 2016 Jul 5.
6
Resistance Mechanisms to Anti-Epidermal Growth Factor Receptor Therapy in Wild-Type Colorectal Cancer Vary by Regimen and Line of Therapy.野生型结直肠癌对表皮生长因子受体治疗的耐药机制因方案和治疗线而异。
J Clin Oncol. 2023 Jan 20;41(3):460-471. doi: 10.1200/JCO.22.01423. Epub 2022 Nov 9.
7
Tumour location and efficacy of first-line EGFR inhibitors in wild-type metastatic colorectal cancer: retrospective analyses of two phase II randomised Spanish TTD trials.一线 EGFR 抑制剂在野生型转移性结直肠癌中的肿瘤位置和疗效:两项西班牙 TTD Ⅱ期随机对照试验的回顾性分析。
ESMO Open. 2019 Dec 1;4(6):e000599. doi: 10.1136/esmoopen-2019-000599. eCollection 2019.
8
Metastatic Bulk Independently Predicts Outcomes for EGFR Precision Targeting in Colorectal Cancer.转移性结直肠癌患者肿瘤负荷独立预测 EGFR 精准靶向治疗的预后。
J Natl Compr Canc Netw. 2018 Dec;16(12):1442-1450. doi: 10.6004/jnccn.2018.7074.
9
Prognostic and predictive value of primary tumour side in patients with RAS wild-type metastatic colorectal cancer treated with chemotherapy and EGFR directed antibodies in six randomized trials.在六个随机试验中,接受化疗和 EGFR 靶向抗体治疗的 RAS 野生型转移性结直肠癌患者中,原发肿瘤侧的预后和预测价值。
Ann Oncol. 2017 Aug 1;28(8):1713-1729. doi: 10.1093/annonc/mdx175.
10
Cetuximab Therapy and and Genotype西妥昔单抗治疗与基因型

引用本文的文献

1
Consensus Guideline for the Management of Colorectal Cancer with Peritoneal Metastases.结直肠癌伴腹膜转移管理的共识指南
Ann Surg Oncol. 2025 Jun 25. doi: 10.1245/s10434-025-17363-0.
2
Consensus molecular subtyping of metastatic colorectal cancer expands biomarker-directed therapeutic benefit for patients with CMS1 and CMS2 tumors.转移性结直肠癌的共识分子亚型可扩大 CMS1 和 CMS2 肿瘤患者基于生物标志物的治疗获益。
Br J Cancer. 2024 Nov;131(8):1328-1339. doi: 10.1038/s41416-024-02826-0. Epub 2024 Sep 4.
3
PIK3CA Mutated Colorectal Cancers Without KRAS, NRAS and BRAF Mutations Possess Common and Potentially Targetable Mutations in Epigenetic Modifiers and DNA Damage Response Genes.PIK3CA 突变而 KRAS、NRAS 和 BRAF 无突变的结直肠癌存在表观遗传修饰和 DNA 损伤反应基因的常见潜在可靶向突变。
Cancer Genomics Proteomics. 2024 Sep-Oct;21(5):533-548. doi: 10.21873/cgp.20470.
4
The Roles of RAC1 and RAC1B in Colorectal Cancer and Their Potential Contribution to Cetuximab Resistance.RAC1和RAC1B在结直肠癌中的作用及其对西妥昔单抗耐药性的潜在影响。
Cancers (Basel). 2024 Jul 6;16(13):2472. doi: 10.3390/cancers16132472.

本文引用的文献

1
Rectal Cancer, Version 2.2022, NCCN Clinical Practice Guidelines in Oncology.《直肠癌(2022 年第 2 版)》,美国国家综合癌症网络(NCCN)肿瘤学临床实践指南。
J Natl Compr Canc Netw. 2022 Oct;20(10):1139-1167. doi: 10.6004/jnccn.2022.0051.
2
Single-cell and bulk transcriptome sequencing identifies two epithelial tumor cell states and refines the consensus molecular classification of colorectal cancer.单细胞和批量转录组测序确定了两种上皮肿瘤细胞状态,并完善了结直肠癌的共识分子分类。
Nat Genet. 2022 Jul;54(7):963-975. doi: 10.1038/s41588-022-01100-4. Epub 2022 Jun 30.
3
Effective drug combinations in breast, colon and pancreatic cancer cells.在乳腺癌、结肠癌和胰腺癌细胞中有效的药物组合。
Nature. 2022 Mar;603(7899):166-173. doi: 10.1038/s41586-022-04437-2. Epub 2022 Feb 23.
4
Secondary resistance to anti-EGFR therapy by transcriptional reprogramming in patient-derived colorectal cancer models.患者来源结直肠癌模型中转录重编程导致抗 EGFR 治疗的继发耐药。
Genome Med. 2021 Jul 16;13(1):116. doi: 10.1186/s13073-021-00926-7.
5
Molecular subtype-specific efficacy of anti-EGFR therapy in colorectal cancer is dependent on the chemotherapy backbone.结直肠癌中抗 EGFR 治疗的分子亚型特异性疗效取决于化疗基础方案。
Br J Cancer. 2021 Oct;125(8):1080-1088. doi: 10.1038/s41416-021-01477-9. Epub 2021 Jul 12.
6
Chromatin state dynamics confers specific therapeutic strategies in enhancer subtypes of colorectal cancer.染色质状态动力学赋予结直肠癌增强子亚型特定的治疗策略。
Gut. 2022 May;71(5):938-949. doi: 10.1136/gutjnl-2020-322835. Epub 2021 May 31.
7
Colon Cancer, Version 2.2021, NCCN Clinical Practice Guidelines in Oncology.结肠癌临床实践指南(2021 年第 2 版),NCCN 肿瘤学临床实践指南。
J Natl Compr Canc Netw. 2021 Mar 2;19(3):329-359. doi: 10.6004/jnccn.2021.0012.
8
How we treat left-sided vs right-sided colon cancer.我们如何治疗左半结肠癌与右半结肠癌。
Clin Adv Hematol Oncol. 2020 May;18(5):253-257.
9
Consensus molecular subgroups (CMS) of colorectal cancer (CRC) and first-line efficacy of FOLFIRI plus cetuximab or bevacizumab in the FIRE3 (AIO KRK-0306) trial.结直肠癌的共识分子亚群(CMS)和 FOLFIRI 联合西妥昔单抗或贝伐珠单抗一线治疗在 FIRE3(AIO KRK-0306)试验中的疗效。
Ann Oncol. 2019 Nov 1;30(11):1796-1803. doi: 10.1093/annonc/mdz387.
10
Chemotherapy With or Without Anti-EGFR Agents in Left- and Right-Sided Metastatic Colorectal Cancer: An Updated Meta-Analysis.左、右侧转移性结直肠癌中含或不含抗 EGFR 药物的化疗:一项更新的荟萃分析。
J Natl Compr Canc Netw. 2019 Jul 1;17(7):805-811. doi: 10.6004/jnccn.2018.7279.