Matrix Stiffness Triggers Lipid Metabolic Cross-talk between Tumor and Stromal Cells to Mediate Bevacizumab Resistance in Colorectal Cancer Liver Metastases
Open accessPublished version of a preprint
Abstract
Bevacizumab is an anti-VEGF monoclonal antibody that plays an important role in the combination treatment of advanced colorectal cancer. However, resistance remains a major hurdle limiting bevacizumab efficacy, highlighting the importance of identifying a mechanism of antiangiogenic therapy resistance. Here, we investigated biophysical properties of the extracellular matrix (ECM) related to metabolic processes and acquired resistance to bevacizumab. Evaluation of paired pre- and posttreatment samples of liver metastases from 20 colorectal cancer patients treated with combination bevacizumab therapy, including 10 responders and 10 nonresponders, indicated that ECM deposition in liver metastases and a highly activated fatty acid oxidation (FAO) pathway were elevated in nonresponders after antiangiogenic therapy compared with responders. In mouse models of liver metastatic colorectal cancer (mCRC), anti-VEGF increased ECM deposition and FAO in colorectal cancer cells, and treatment with the FAO inhibitor etomoxir enhanced the efficacy of antiangiogenic therapy. Hepatic stellate cells (HSC) were essential for matrix stiffness–mediated FAO in colon cancer cells. Matrix stiffness activated lipolysis in HSCs via the focal adhesion kinase (FAK)/yes-associated protein (YAP) pathway, and free fatty acids secreted by HSCs were absorbed as metabolic substrates and activated FAO in colon cancer cells. Suppressing HSC lipolysis using FAK and YAP inhibition enhanced the efficacy of anti-VEGF therapy. Together, these results indicate that bevacizumab-induced ECM remodeling triggers lipid metabolic cross-talk between colon cancer cells and HSCs. This metabolic mechanism of bevacizumab resistance mediated by the physical tumor microenvironment represents a potential therapeutic target for reversing drug resistance. Significance: Extracellular matrix stiffening drives bevacizumab resistance by stimulating hepatic stellate cells to provide fuel for mCRC cells in the liver, indicating a potential metabolism-based therapeutic strategy for overcoming resistance.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Accumulating evidence highlights ECM remodeling and tissue mechanics as active determinants of hepatocyte behavior.
“accumulating evidence highlights extracellular matrix (ECM) remodeling and tissue mechanics as active determinants of hepatocyte behavior [12, 13, 14, 15, 16].”
From Liver Stiffness Rises Early in MASLD and Drives Inflammation, Lipid Dysmetabolism, and Fibrosis via Piezo1–YAP Mechanotransduction (2026) · cites this paper as [16]
The Discussion (page not provided) says ECM remodeling and tumor-associated stiffness affect hepatic stellate cells in liver metastases. The Results section on matrix stiffness and lipolysis likewise reports responses in hepatic stellate cells, not hepatocytes. The source supports a role for tissue mechanics in cell behavior, but not the claim’s specific attribution to hepatocyte behavior. (LLM, conf=0.87)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Hepatic Stellate Cells: Protean, Multifunctional, and Enigmatic Cells of the Liver
Friedman, S. L. (2008) · Physiological Reviews · doi:10.1152/physrev.00013.2007 · Cited by 2,842 · see citing works
Lampi, M. C., & Reinhart-King, C. A. (2018) · Science Translational Medicine · doi:10.1126/scitranslmed.aao0475 · Cited by 551 · see citing works
Lipoprotein lipase links dietary fat to solid tumor cell proliferation
Kuemmerle, N. B., Rysman, E., Lombardo, P. S., Flanagan, A. J., Lipe, B. C., Wells, W. A., Pettus, J. R., Froehlich, H. M., Memoli, V. A., Morganelli, P. M., et al. (2011) · Molecular Cancer Therapeutics · doi:10.1158/1535-7163.mct-10-0802 · Cited by 286 · see citing works
Rahbari, N. N., Kedrin, D., Incio, J., Liu, H., Ho, W. W., Nia, H. T., Edrich, C. M., Jung, K., Daubriac, J., Chen, I., et al. (2016) · Science Translational Medicine · doi:10.1126/scitranslmed.aaf5219 · Cited by 258 · see citing works
Flagged first, then by citations
Research works printed but not linked: 37
- [1]Weitz J, Koch M, Debus J, Höhler T, Galle PR, Büchler MW. Colorectal cancer. Lancet 2005; 365: 153– 65. 15639298
- [2]Barkhatov L, Aghayan DL, Scuderi V, Cipriani F, Fretland AA, Kazaryan AM,. Long-term oncological outcomes after laparoscopic parenchyma-sparing redo liver resections for patients with metastatic colorectal cancer: a European multicenter study. Surg Endosc 2022; 36: 3374– 81. 34462867 PMC9001231
- [3]Hurwitz H, Fehrenbacher L, Novotny W, Cartwright T, Hainsworth J, Heim W,. Bevacizumab plus irinotecan, fluorouracil, and leucovorin for metastatic colorectal cancer. N Engl J Med 2004; 350: 2335– 42. 15175435
- [4]Lee SJ, Lee SY, Lee WS, Yoo JS, Sun JM, Lee J,. Phase I trial and pharmacokinetic study of tanibirumab, a fully human monoclonal antibody to vascular endothelial growth factor receptor 2, in patients with refractory solid tumors. Invest New Drugs 2017; 35: 782– 90. 28391576 PMC5694508
- [5]Li Q, Wang Y, Jia W, Deng H, Li G, Deng W,. Low-dose antiangiogenic therapy sensitizes breast cancer to PD-1 blockade. Clin Cancer Res 2020; 26: 1712– 24. 31848190
- [7]Schiffmann LM, Brunold M, Liwschitz M, Goede V, Loges S, Wroblewski M,. A combination of low-dose bevacizumab and imatinib enhances vascular normalization without inducing extracellular matrix deposition. Br J Cancer 2017; 116: 600– 8. 28141797 PMC5344294
- [8]Nia HT, Munn LL, Jain RK. Physical traits of cancer. Science 2020; 370: eaaz0868. 33122355 PMC8274378
- [9]Kai F, Laklai H, Weaver VM. Force matters: biomechanical regulation of cell invasion and migration in disease. Trends Cell Biol 2016; 26: 486– 97. 27056543 PMC4970516
- [10]Schrader J, Gordon-Walker TT, Aucott RL, van Deemter M, Quaas A, Walsh S,. Matrix stiffness modulates proliferation, chemotherapeutic response, and dormancy in hepatocellular carcinoma cells. Hepatology 2011; 53: 1192– 205. 21442631 PMC3076070
- [11]Joyce MH, Lu C, James ER, Hegab R, Allen SC, Suggs LJ,. Phenotypic basis for matrix stiffness-dependent chemoresistance of breast cancer cells to doxorubicin. Front Oncol 2018; 8: 337. 30234012 PMC6134055
- [12]Shen Y, Wang X, Lu J, Salfenmoser M, Wirsik NM, Schleussner N,. Reduction of liver metastasis stiffness improves response to bevacizumab in metastatic colorectal cancer. Cancer Cell 2020; 37: 800– 17. 32516590
- [13]Vander Heiden MG, DeBerardinis RJ. Understanding the intersections between metabolism and cancer biology. Cell 2017; 168: 657– 69. 28187287 PMC5329766
- [14]Salvi AM, DeMali KA. Mechanisms linking mechanotransduction and cell metabolism. Curr Opin Cell Biol 2018; 54: 114– 20. 29902730 PMC6487484
- [15]Park JS, Burckhardt CJ, Lazcano R, Solis LM, Isogai T, Li L,. Mechanical regulation of glycolysis via cytoskeleton architecture. Nature 2020; 578: 621– 6. 32051585 PMC7210009
- [16]Choi J, Cha YJ, Koo JS. Adipocyte biology in breast cancer: from silent bystander to active facilitator. Prog Lipid Res 2018; 69: 11– 20. 29175445
- [17]Zhang M, Di Martino JS, Bowman RL, Campbell NR, Baksh SC, Simon-Vermot T,. Adipocyte-derived lipids mediate melanoma progression via FATP proteins. Cancer Discov 2018; 8: 1006– 25. 29903879 PMC6192670
- [18]Sawyer BT, Qamar L, Yamamoto TM, McMellen A, Watson ZL, Richer JK,. Targeting fatty acid oxidation to promote anoikis and inhibit ovarian cancer progression. Mol Cancer Res 2020; 18: 1088– 98. 32198139 PMC7335321
- [19]Tsuchida T, Friedman SL. Mechanisms of hepatic stellate cell activation. Nat Rev Gastroenterol Hepatol 2017; 14: 397– 411. 28487545
- [20]Shmarakov IO, Jiang H, Liu J, Fernandez EJ, Blaner WS. Hepatic stellate cell activation: a source for bioactive lipids. Biochim Biophys Acta Mol Cell Biol Lipids 2019; 1864: 629– 42. 30735856 PMC6414233
- [21]Dou C, Liu Z, Tu K, Zhang H, Chen C, Yaqoob U,. P300 acetyltransferase mediates stiffness-induced activation of hepatic stellate cells into tumor-promoting myofibroblasts. Gastroenterology 2018; 154: 2209– 21. 29454793 PMC6039101
- [22]Syed S, Karadaghy A, Zustiak S. Simple polyacrylamide-based multiwell stiffness assay for the study of stiffness-dependent cell responses. J Vis Exp 2015; 97: 52643. 25866916 PMC4401385
- [23]Aguilera KY, Rivera LB, Hur H, Carbon JG, Toombs JE, Goldstein CD,. Collagen signaling enhances tumor progression after anti-VEGF therapy in a murine model of pancreatic ductal adenocarcinoma. Cancer Res 2014; 74: 1032– 44. 24346431 PMC3944405
- [24]Iwamoto H, Abe M, Yang Y, Cui D, Seki T, Nakamura M,. Cancer lipid metabolism confers antiangiogenic drug resistance. Cell Metab 2018; 28: 104– 17. 29861385
- [25]Setoyama D, Fujimura Y, Miura D. Metabolomics reveals that carnitine palmitoyltransferase-1 is a novel target for oxidative inactivation in human cells. Genes Cells 2013; 18: 1107– 19. 24118240
- [27]Myojin Y, Hikita H, Sugiyama M, Sasaki Y, Fukumoto K, Sakane S,. Hepatic stellate cells in hepatocellular carcinoma promote tumor growth via growth differentiation factor 15 production. Gastroenterology 2021; 160: 1741– 54. 33346004
- [28]Tu K, Li J, Verma VK, Liu C, Billadeau DD, Lamprecht G,. Vasodilator-stimulated phosphoprotein promotes activation of hepatic stellate cells by regulating Rab11-dependent plasma membrane targeting of transforming growth factor beta receptors. Hepatology 2015; 61: 361– 74. 24917558 PMC4262723
- [30]Khomich O, Ivanov AV, Bartosch B. Metabolic hallmarks of hepatic stellate cells in liver fibrosis. Cells 2019; 9: 24. 31861818 PMC7016711
- [31]Huang Y, Chen H, Yang P, Bai X, Shi Y, Vistro WA,. Hepatic lipid droplet breakdown through lipolysis during hibernation in Chinese soft-shelled turtle (Pelodiscus sinensis). Aging 2019; 11: 1990– 2002. 30926766 PMC6503876
- [32]LaQuaglia MJ, Grijalva JL, Mueller KA, Perez-Atayde AR, Kim HB, Sadri-Vakili G,. YAP subcellular localization and hippo pathway transcriptome analysis in pediatric hepatocellular carcinoma. Sci Rep 2016; 6: 30238. 27605415 PMC5015017
- [33]Ma H, Wang J, Zhao X, Wu T, Huang Z, Chen D,. Periostin promotes colorectal tumorigenesis through integrin-FAK-Src pathway-mediated YAP/TAZ activation. Cell Rep 2020; 30: 793– 806. 31968254
- [34]Sorrentino G, Ruggeri N, Zannini A, Ingallina E, Bertolio R, Marotta C,. Glucocorticoid receptor signaling activates YAP in breast cancer. Nat Commun 2017; 8: 14073. 28102225 PMC5253666
- [35]Carmeliet P, Jain RK. Molecular mechanisms and clinical applications of angiogenesis. Nature 2011; 473: 298– 307. 21593862 PMC4049445
- [36]Cathcart AM, Smith H, Labrie M, Mills GB. Characterization of anticancer drug resistance by reverse-phase protein array: new targets and strategies. Expert Rev Proteomics 2022; 19: 115– 29. 35466854 PMC9215307
- [38]Kalluri R. The biology and function of fibroblasts in cancer. Nat Rev Cancer 2016; 16: 582– 98. 27550820
- [39]Ozdemir BC, Pentcheva-Hoang T, Carstens JL, Zheng X, Wu CC, Simpson TR,. Depletion of carcinoma-associated fibroblasts and fibrosis induces immunosuppression and accelerates pancreas cancer with reduced survival. Cancer Cell 2014; 25: 719– 34. 24856586 PMC4180632
- [40]Pickup MW, Mouw JK, Weaver VM. The extracellular matrix modulates the hallmarks of cancer. EMBO Rep 2014; 15: 1243– 53. 25381661 PMC4264927
- [41]Langley RR, Fidler IJ. The seed and soil hypothesis revisited–the role of tumor–stroma interactions in metastasis to different organs. Int J Cancer 2011; 128: 2527– 35. 21365651 PMC3075088
Cited by
Sorted by citations
Ma, J., Xie, N., Wang, Z., Liang, X., Han, Y., Zhao, Q., Wang, M., Lu, H., Kou, W., Alazawi, W., et al. (2026) · Advanced Science · doi:10.1002/advs.202519109 · Cited by 14 · see citing works
Blood Vessel-Targeted Therapy in Colorectal Cancer: Current Strategies and Future Perspectives
Jacobsen, A., Siebler, J., Grützmann, R., Stürzl, M., & Naschberger, E. (2024) · Cancers · doi:10.3390/cancers16050890 · Cited by 11 · see citing works
Cheng, J. (2026) · Frontiers in Cell and Developmental Biology · doi:10.3389/fcell.2026.1842681
- Authors
- Zheng, Y., Zhou, R., Cai, J., Yang, N., Wen, Z., Zhang, Z., Sun, H., Huang, G., Guan, Y., Huang, N., Shi, M., Liao, Y., Bin, J., & Liao, W.
- Affiliations
- Nanfang Hospital (CN)
- Corresponding author
- Liao, Wangjun
- ORCID
- Venue
- Cancer Research
- Published
- 2023-08-23
- Volume
- 83
- Issue
- 21
- Pages
- 3577-3592
- ISSN
- 0008-5472 (ISSN-L)
- 1538-7445
- PMC
- PMC10618741
- OpenAlex
- W4386084830
- Cited by
- 105
- References
- 4
- Citations by year
- 2026: 43 · 2025: 41 · 2024: 21
- FWCI
- 13.38
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Cancer Research (publishedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- Funders
- National Natural Science Foundation of China (82073303, 82272635, 82102731)
- Nanfang Hospital (2019Z025)
- Natural Science Foundation of Guangdong Province (2022A1515012418)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Cancer Research › Cancer, Lipids, and Metabolism
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Angiogenesis and VEGF in Cancer
- Health Sciences › Medicine › Oncology › Colorectal Cancer Treatments and Studies
- Keywords
- bevacizumab resistance, colorectal liver metastases, extracellular matrix stiffness, fatty acid oxidation, hepatic stellate cells, tumor microenvironment, anti-angiogenic therapy, lipolysis, free fatty acids, etomoxir, tumor-stroma interactions
- MeSH terms
- Bevacizumab, Animals, Colonic Neoplasms, Humans, Lipids, Liver Neoplasms, Colorectal Neoplasms, Stromal Cells, Mice, Tumor Microenvironment
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review