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Wang J, Millstein J, Yang Y, Stintzing S, Arai H, Battaglin F, Kawanishi N, Soni S, Zhang W, Mancao C, Cremolini C, Liu T, Heinemann V, Falcone A, Shen L, Lenz HJ. 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. EClinicalMedicine 2023; 57:101827. [PMID: 36816347 PMCID: PMC9932345 DOI: 10.1016/j.eclinm.2023.101827] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Revised: 01/02/2023] [Accepted: 01/04/2023] [Indexed: 02/06/2023] Open
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 FASN 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; p = 0.00675) analysis. These data were confirmed in the validation cohort in multivariable analysis (HR = 2.07, 95%CI: 1.15-3.74; p = 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 FASN rs4485435 (p = 0.017) on PFS. INTERPRETATION Our study demonstrates for the first time, to our knowledge, that FASN 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).
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Key Words
- 3' UTR, 3′ untranslated regions
- ACACA, acetyl-coA carboxylase
- ADD, antiangiogenic drug
- AIM, ancestry informative markers
- Bevacizumab
- Biomarker
- CEU, Utah residents with Northern and Western European ancestry from the CEPH collection
- CORECT, Colorectal Cancer Transdisciplinary
- CPT1A, carnitine palmitoyl transferase 1A
- CRC, colorectal cancer
- Colorectal cancer
- ECOG PS, Eastern Cooperative Oncology Group performance status
- FAO, fatty acids β-oxidation
- FASN, fatty acid synthase
- LPCAT1, lysolecithin acyltransferase 1
- LPCAT2, lysolecithin acyltransferase 2
- Lipid metabolism
- MAF, minor allele frequency
- MUFA, monounsaturated fatty acids
- ORR, overall response rate
- OS, overall survival
- PFS, progression-free survival
- SNP, single nucleotide polymorphisms
- mCRC, metastatic colorectal cancer
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Affiliation(s)
- Jingyuan Wang
- 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
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Gastrointestinal Oncology, Peking University Cancer Hospital and Institute, 52 Fucheng Road, Haidian District, Beijing, 100142, China
- Cancer Centre, Zhongshan Hospital Fudan University, Xuhui District, Shanghai, 200032, China
| | - Joshua Millstein
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, USA
| | - Yan Yang
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, USA
| | - Sebastian Stintzing
- Department of Hematology, Oncology and Cancer Immunology (CCM), Charité- Universitaetsmedizin Berlin, Germany
| | - Hiroyuki Arai
- Division of Medical Oncology, Norris Comprehensive Cancer Centre, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Francesca Battaglin
- Division of Medical Oncology, Norris Comprehensive Cancer Centre, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Natsuko Kawanishi
- Division of Medical Oncology, Norris Comprehensive Cancer Centre, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Shivani Soni
- Division of Medical Oncology, Norris Comprehensive Cancer Centre, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Wu Zhang
- Division of Medical Oncology, Norris Comprehensive Cancer Centre, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Christoph Mancao
- Oncology Biomarker Development, Genentech Inc., Basel, Switzerland
| | | | - Tianshu Liu
- Department of Medical Oncology, Zhongshan Hospital, Fudan University, Xuhui District, Shanghai, 200032, China
| | - Volker Heinemann
- Department of Medicine III, University Hospital, LMU Munich, Munich, Germany
| | - Alfredo Falcone
- Department of Translational Medicine, University of Pisa, Italy
| | - Lin Shen
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Gastrointestinal Oncology, Peking University Cancer Hospital and Institute, 52 Fucheng Road, Haidian District, Beijing, 100142, China
| | - Heinz-Josef Lenz
- Division of Medical Oncology, Norris Comprehensive Cancer Centre, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
- Corresponding author. Division of Medical Oncology, Norris Comprehensive Cancer Centre, Keck School of Medicine, University of Southern California, 1441 Eastlake Avenue, Los Angeles, CA, 90033, USA.
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