Suppr超能文献

脂质代谢途径相关基因变异对接受贝伐单抗为基础化疗的转移性结直肠癌患者无进展生存期的影响:FIRE-3和MAVERICC试验的回顾性分析

Impact of genetic variants involved in the lipid metabolism pathway on progression free survival in patients receiving bevacizumab-based chemotherapy in metastatic colorectal cancer: a retrospective analysis of FIRE-3 and MAVERICC trials.

作者信息

Wang Jingyuan, Millstein Joshua, Yang Yan, Stintzing Sebastian, Arai Hiroyuki, Battaglin Francesca, Kawanishi Natsuko, Soni Shivani, Zhang Wu, Mancao Christoph, Cremolini Chiara, Liu Tianshu, Heinemann Volker, Falcone Alfredo, Shen Lin, Lenz Heinz-Josef

机构信息

Department of Medical Oncology, Zhongshan Hospital, Fudan University, Xuhui District, Shanghai, 200032, China.

Division of Medical Oncology, Norris Comprehensive Cancer Centre, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.

出版信息

EClinicalMedicine. 2023 Feb 4;57:101827. doi: 10.1016/j.eclinm.2023.101827. eCollection 2023 Mar.

Abstract

BACKGROUND

Antiangiogenic drug (AAD)-triggered oxygen and nutrient depletion through suppression of angiogenesis switches glucose-dependent to lipid-dependent metabolism. Blocking fatty acid oxidation can enhance AAD-mediated anti-tumor effects in colorectal cancer (CRC). Therefore, we hypothesised that genetic variants in the lipid metabolism pathway may predict clinical outcomes [overall response rate (ORR), overall survival (OS) and progression-free survival (PFS)] in metastatic CRC (mCRC) patients receiving bevacizumab-based first-line treatment.

METHODS

Genomic DNA from blood samples of patients enrolled in FIRE-3 (a global, randomised, open-label, phase 3 trial, between 2007-6-23 and 2012-9-19, discovery cohort: FOLFIRI/bevacizumab arm, n = 107; control cohort: FOLFIRI/cetuximab arm, n = 129) and MAVERICC (a global, randomised, open-label, phase II study, between 2011-8 and 2015-7, in United States, Canada, Estonia, Ireland, Switzerland, Norway, and Portugal. Validation cohort: FOLFIRI/bevacizumab arm, n = 163) trials, was genotyped using the OncoArray-500 K beadchip panel. The impact on OS and PFS of 17 selected SNPs in 7 genes involved in the lipid metabolism pathway (CD36, FABP4, LPCAT1/2, CPT1A, FASN, ACACA) was analysed using Kaplan-Meier curves, the log-rank test for univariate analyses and likelihood ratio tests of Cox proportional hazards regression parameters for multivariable analyses. ORR and SNP associations were evaluated using Chi-square or Fisher's exact tests.

FINDINGS

In the discovery cohort, patients with rs4485435 any C allele (n = 21) showed significantly shorter PFS (median PFS: 8.69 vs 13.48 months) compared to carriers of G/G (n = 62) in multivariable (HR = 2.87; 95%CI 1.4-5.9;  0.00675) analysis. These data were confirmed in the validation cohort in multivariable analysis (HR = 2.07, 95%CI: 1.15-3.74;  0.02), but no association was observed in the cetuximab cohort of FIRE-3. In the comparison of bevacizumab vs cetuximab arm in FIRE-3, a significant interaction was shown with rs4485435 ( 0.017) on PFS

INTERPRETATION

Our study demonstrates for the first time, to our knowledge, that polymorphisms may predict outcome of bevacizumab-based treatment in patients with mCRC. These findings support a possible role of the lipid metabolism pathway in contributing to resistance to anti-VEGF treatment.

FUNDING

This work was supported by the National Cancer Institute [P30CA 014089 to H.-J.L.], Gloria Borges WunderGlo Foundation, Dhont Family Foundation, Victoria and Philip Wilson Research Fund, San Pedro Peninsula Cancer Guild, Ming Hsieh Research Fund, Eddie Mahoney Memorial Research Fund, Shanghai Sailing Program (22YF1407000), China National Postdoctoral Program for Innovative Talents (BX20220084), China Postdoctoral Science Foundation (2022M710768), National Natural Science Foundation of China (82202892).

摘要

背景

抗血管生成药物(AAD)通过抑制血管生成引发氧气和营养物质耗竭,使葡萄糖依赖性代谢转变为脂质依赖性代谢。阻断脂肪酸氧化可增强AAD对结直肠癌(CRC)的抗肿瘤作用。因此,我们假设脂质代谢途径中的基因变异可能预测接受以贝伐单抗为基础的一线治疗的转移性CRC(mCRC)患者的临床结局[总缓解率(ORR)、总生存期(OS)和无进展生存期(PFS)]。

方法

对参加FIRE-3(一项全球、随机、开放标签的3期试验,时间为2007年6月23日至2012年9月19日,发现队列:FOLFIRI/贝伐单抗组,n = 107;对照队列:FOLFIRI/西妥昔单抗组,n = 129)和MAVERICC(一项全球、随机、开放标签的II期研究,时间为2011年8月至2015年7月,在美国、加拿大、爱沙尼亚、爱尔兰、瑞士、挪威和葡萄牙进行。验证队列:FOLFIRI/贝伐单抗组,n = 163)试验的患者血液样本中的基因组DNA,使用OncoArray-500K芯片组进行基因分型。使用Kaplan-Meier曲线、单变量分析的对数秩检验和多变量分析的Cox比例风险回归参数的似然比检验,分析参与脂质代谢途径的7个基因(CD36、FABP4、LPCAT1/2、CPT1A、FASN、ACACA)中17个选定单核苷酸多态性(SNP)对OS和PFS的影响。使用卡方检验或Fisher精确检验评估ORR与SNP的关联。

结果

在发现队列中,多变量分析(HR = 2.87;95%CI 1.4 - 5.9;P = 0.00675)显示,携带rs4485435任何C等位基因的患者(n = 21)与携带G/G的患者(n = 62)相比,PFS显著缩短(中位PFS:8.69个月对13.48个月)。这些数据在验证队列的多变量分析中得到证实(HR = 2.07,95%CI:1.15 - 3.74;P = 0.02),但在FIRE-3的西妥昔单抗队列中未观察到关联。在FIRE-3中贝伐单抗组与西妥昔单抗组的比较中,rs4485435对PFS有显著的交互作用(P = 0.017)。

解读

据我们所知,我们的研究首次表明,基因多态性可能预测mCRC患者接受以贝伐单抗为基础治疗的结局。这些发现支持脂质代谢途径在导致抗VEGF治疗耐药中可能发挥的作用。

资金支持

本研究得到了美国国立癌症研究所[H.-J.L.获得P30CA 014089]、格洛丽亚·博尔赫斯·温德格洛基金会、东特家族基金会、维多利亚和菲利普·威尔逊研究基金、圣佩德罗半岛癌症协会、谢明研究基金、埃迪·马奥尼纪念研究基金、上海扬帆计划(22YF1407000)、中国博士后创新人才支持计划(BX20220084)、中国博士后科学基金(2022M710768)、国家自然科学基金(82202892)的支持。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e726/9932345/b24085a21a59/gr1.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验