RAS Mutation Conversion in Bevacizumab-Treated Metastatic Colorectal Cancer Patients: A Liquid Biopsy Based Study
Open accessAbstract
Liquid biopsies have shown that, in RAS mutant colorectal cancer, the conversion to RAS wild-type * status during the course of the disease is a frequent event, supporting the concept that the evolutionary landscape of colorectal cancer can lead to an unexpected negative selection of RAS mutant clones. The aim of the present study was to clarify whether the negative selection of RAS mutation in plasma might be drug-dependent. For this purpose, we used liquid biopsy to compare the rate of conversion from RAS mutant to RAS wild-type * in two groups of originally RAS mutant mCRC patients: the first treated with chemotherapy alone, while the second was treated with chemotherapy combined with bevacizumab. Serial liquid biopsies were performed at 3 months (T1), 6 months (T2), 9 months (T3), and 12 months (T4) after starting first line treatments. We found that the only independent variable significantly associated to RAS status conversion was the use of bevacizumab. RAS conversion was not found associated to tumor burden reduction, although bevacizumab-treated patients who converted to RAS wild-type * had a significantly longer PFS compared to patients who remained RAS mutant. The appearance of a “RAS wild-type * window”, mainly in bevacizumab-treated patients, might present them as candidates for second line treatment with anti-EGFR, which was otherwise precluded.
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Bevacizumab use emerged as a significant factor in facilitating NeoRAS WT shift, and patients achieving RAS WT status demonstrated improved mPFS when treated with bevacizumab.
“Bevacizumab use emerged as a significant factor in facilitating the NeoRAS WT shift, and patients achieving RAS WT status demonstrated improved median progression-free survival (mPFS) when treated with bevacizumab.”
From RAS Mutations in Advanced Colorectal Cancer: Mechanisms, Clinical Implications, and Novel Therapeutic Approaches (2025) · cites this paper as [54]
Patients treated with chemotherapy in combination with bevacizumab exhibited a higher rate of RAS conversion compared to those receiving chemotherapy alone.
“Importantly, patients treated with chemotherapy in combination with bevacizumab exhibited a higher rate of RAS conversion compared to those receiving chemotherapy alone [54].”
From RAS Mutations in Advanced Colorectal Cancer: Mechanisms, Clinical Implications, and Novel Therapeutic Approaches (2025) · cites this paper as [54]
In a study by Chiara Nicolazzo et al., 43 of 72 patients (60%) with initial RAS mutations achieved WT status over 3-12 months, while 29 patients (40%) retained RAS-mutant profile, independent of mutation subtype.
“In a study by Chiara Nicolazzo et al., 43 of 72 patients (60%) with initial RAS mutations achieved WT status over 3–12 months, while 29 patients (40%) retained their RAS-mutant profile, independent of mutation subtype.”
From RAS Mutations in Advanced Colorectal Cancer: Mechanisms, Clinical Implications, and Novel Therapeutic Approaches (2025) · cites this paper as [54]
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Cites
ESMO consensus guidelines for the management of patients with metastatic colorectal cancer
Van Cutsem, E., Cervantes, A., Adam, R., Sobrero, A., Van Krieken, J. H., Aderka, D., Aranda Aguilar, E., Bardelli, A., Benson, A., Bodoky, G., et al. (2016) · Annals of Oncology · doi:10.1093/annonc/mdw235 · Cited by 3,421 · see citing works
RAS Proteins and Their Regulators in Human Disease
Simanshu, D. K., Nissley, D. V., & McCormick, F. (2017) · Cell · doi:10.1016/j.cell.2017.06.009 · Cited by 1,943 · see citing works
Clonal evolution and resistance to EGFR blockade in the blood of colorectal cancer patients
Siravegna, G., Mussolin, B., Buscarino, M., Corti, G., Cassingena, A., Crisafulli, G., Ponzetti, A., Cremolini, C., Amatu, A., Lauricella, C., et al. (2015) · Nature Medicine · doi:10.1038/nm.3870 · Cited by 1,079 · see citing works
Dasari, A. N., Morris, V. K., Allegra, C. J., Atreya, C. E., Benson, A. B., Boland, P. M., Chung, K., Copur, M. S., Corcoran, R. B., Deming, D. A., et al. (2020) · Nature Reviews Clinical Oncology · doi:10.1038/s41571-020-0392-0 · Cited by 374 · see citing works
How liquid biopsies can change clinical practice in oncology
Siravegna, G., Mussolin, B., Venesio, T., Marsoni, S., Seoane, J., Dive, C., Papadopoulos, N., Kopetz, S., Corcoran, R. B., Siu, L. L., et al. (2019) · Annals of Oncology · doi:10.1093/annonc/mdz227 · Cited by 365 · see citing works
Rise and fall of subclones from diagnosis to relapse in pediatric B-acute lymphoblastic leukaemia
Ma, X., Edmonson, M. N., Yergeau, D. A., Muzny, D. M., Hampton, O. A., Rusch, M., Song, G., Easton, J. B., Harvey, R. C., Wheeler, D. A., et al. (2015) · Nature Communications · doi:10.1038/ncomms7604 · Cited by 353 · see citing works
Vidal, J., Muinelo, L., Dalmases, A., Jones, F. S., Edelstein, D. L., Iglesias, M., Orrillo, M., Abalo, A., Rodríguez, C., Brozos, E., et al. (2017) · Annals of Oncology · doi:10.1093/annonc/mdx125 · Cited by 344 · see citing works
Barault, L., Amatu, A., Siravegna, G., Ponzetti, A., Morán, S., Cassingena, A., Mussolin, B., Falcomatà, C., Binder, A. M., Cristiano, C., et al. (2017) · Gut · doi:10.1136/gutjnl-2016-313372 · Cited by 234 · see citing works
Antiangiogenic Therapy in Colorectal Cancer
Mody, K., Baldeo, C., & Bekaii‐Saab, T. (2018) · The Cancer Journal · doi:10.1097/ppo.0000000000000328 · Cited by 101 · see citing works
The impact of oncogenic RAS on redox balance and implications for cancer development
Lim, J. K. M., & Leprivier, G. (2019) · Cell Death and Disease · doi:10.1038/s41419-019-2192-y · Cited by 101 · see citing works
How we treat metastatic colorectal cancer
Falco, V. D., Napolitano, S., Roselló, S., Huerta, M., Cervantes, A. M. R., Ciardiello, F., & Troiani, T. (2019) · ESMO Open · doi:10.1136/esmoopen-2020-000813 · Cited by 90 · see citing works
Spindler, K. G., Pallisgaard, N., Andersen, R. F., & Jakobsen, A. K. M. (2014) · International Journal of Cancer · doi:10.1002/ijc.28863 · Cited by 89 · see citing works
Bartolacci, C., Andreani, C., Elgammal, Y., & Scaglioni, P. P. (2021) · Frontiers in Molecular Biosciences · doi:10.3389/fmolb.2021.706650 · Cited by 83 · see citing works
Circulating tumor DNA analysis in the era of precision oncology
Said, R., Guibert, N. M., Oxnard, G. R., & Tsimberidou, A. M. (2020) · Oncotarget · doi:10.18632/oncotarget.27418 · Cited by 53 · see citing works
Klein‐Scory, S., Wahner, I., Maslova, M., Al‐Sewaidi, Y., Pohl, M., Mika, T., Ladigan, S., Schroers, R., & Baraniskin, A. (2020) · Frontiers in Oncology · doi:10.3389/fonc.2020.01115 · Cited by 52 · see citing works
Raimondi, C., Nicolazzo, C., Belardinilli, F., Loreni, F., Gradilone, A., Mahdavian, Y., Gelibter, A. J., Giannini, G., Cortesi, E., & Gazzaniga, P. (2019) · Cancers · doi:10.3390/cancers11010042 · Cited by 51 · see citing works
Self-citationMoati, É., Blons, H., Taly, V., Garlan, F., Renault, S., Pietrasz, D., Didelot, A., Garrigou, S., Saint, A., Pernot, S., et al. (2019) · International Journal of Cancer · doi:10.1002/ijc.32657 · Cited by 41 · see citing works
Personalized cancer treatment and the myth of KRAS wild-type colon tumors.
Parsons, B. L., & Myers, M. B. (2013) · PubMed · Cited by 39 · see citing works
Ras, ROS and Proteotoxic Stress: A Delicate Balance
Xu, W., Trepel, J. B., & Neckers, L. (2011) · Cancer Cell · doi:10.1016/j.ccr.2011.08.020 · Cited by 39 · see citing works
Prognostic significance of K-Ras mutation rate in metastatic colorectal cancer patients
Vincenzi, B., Cremolini, C., Bianchi, A. S., Russo, A. D., Mannavola, F., Perrone, G., Pantano, F., Loupakis, F., Rossini, D., Ongaro, E., et al. (2015) · Oncotarget · doi:10.18632/oncotarget.5231 · Cited by 36 · see citing works
Bouchahda, M., Saffroy, R., Karaboué, A., Hamelin, J., Innominato, P. F., Saliba, F., Lévi, F., Bosselut, N., & Lemoine, A. (2020) · JCO Precision Oncology · doi:10.1200/po.19.00400 · Cited by 29 · see citing works
Nicolazzo, C., Barault, L., Caponnetto, S., Renzi, G. D., Belardinilli, F., Bottillo, I., Bargiacchi, S., Macagno, M., Grammatico, P., Giannini, G., et al. (2021) · Cancer Letters · doi:10.1016/j.canlet.2021.03.014 · Cited by 27 · see citing works
Self-citationctDNA might expand therapeutic options for second line treatment of KRAS mutant mCRC
Gazzaniga, P., Raimondi, C., Nicolazzo, C., Gradilone, A., & Cortesi, E. (2017) · Annals of Oncology · doi:10.1093/annonc/mdx390.044 · Cited by 17 · see citing works
Self-citationBachet, J., Bouché, O., Taı̈eb, J., Dubreuil, O., Garcia‐Larnicol, M., Meurisse, A., Gornet, J., Artru, P., Louafi, S., Soularue, É., et al. (2017) · Journal of Clinical Oncology · doi:10.1200/jco.2017.35.15_suppl.11509 · Cited by 11 · see citing works
Sunakawa, Y., Usher, J. L., Satake, H., Jaimes, Y. S., Miyamoto, Y., Nakamura, M., Kataoka, M., Shiozawa, M., Takagane, A., Terazawa, T., et al. (2018) · Annals of Oncology · doi:10.1093/annonc/mdy281.089 · Cited by 10 · see citing works
Nicolazzo, C., Belardinilli, F., Caponnetto, S., Gradilone, A., Cortesi, E., Giannini, G., & Gazzaniga, P. (2019) · Frontiers in Oncology · doi:10.3389/fonc.2019.01414 · Cited by 10 · see citing works
Self-citationOccurence of RAS reversion in metastatic colorectal cancer patients treated with bevacizumab
Epistolio, S., Cefalì, M., Spina, P., Molinari, F., Movilia, A., Cergnul, M., Mazzucchelli, L., Dosso, S. D., Frattini, M., & Saletti, P. (2021) · Oncotarget · doi:10.18632/oncotarget.27965 · Cited by 10 · see citing works
Gazzaniga, P., Raimondi, C., Urbano, F., & Cortesi, E. (2018) · Annals of Oncology · doi:10.1093/annonc/mdy281.095 · Cited by 9 · see citing works
Self-citationde Santiago, B. G., López-Gómez, M., López, P. D. D., Gordo, A. J., Neria, F., Thuissard, I. J., Gómez-Raposo, C., Tévar, F. Z., Moreno‐Rubio, J., Hernández, A. M., et al. (2021) · In Vivo · doi:10.21873/invivo.12571 · Cited by 6 · see citing works
Yamamoto, S., Nagashima, K., Kawakami, T., Mitani, S., Komoda, M., Tsuji, Y., Izawa, N., Kawakami, K., Yamamoto, Y., Makiyama, A., et al. (2021) · BMC Cancer · doi:10.1186/s12885-021-08890-6 · Cited by 6 · see citing works
Bouchahda, M., Saffroy, R., Karaboué, A., Hamelin, J., Innominato, P. F., Saliba, F., Lévi, F., Bosselut, N., & Lemoine, A. (2021) · Journal of Clinical Oncology · doi:10.1200/jco.2021.39.15_suppl.e15574 · Cited by 5 · see citing works
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Zhao, H., Su, Y., Wang, Y., Lyu, Z., Xu, P., Gu, W., Tian, L. H., & Fu, P. (2024) · Cancer Imaging · doi:10.1186/s40644-024-00670-2 · Cited by 36 · see citing works
Exploring the Role of Circulating Cell-Free RNA in the Development of Colorectal Cancer
Kan, C.-M., Pei, X. M., Yeung, M. H. Y., Jin, N., Ng, S. S. M., Tsang, H. F., Cho, W. C. S., Yim, A. K., Yu, A. C.-S., & Wong, S. C. C. (2023) · International Journal of Molecular Sciences · doi:10.3390/ijms241311026 · Cited by 34 · see citing works
Osumi, H., Shinozaki, E., Nakamura, Y., Esaki, T., Yasui, H., Taniguchi, H., Satake, H., Sunakawa, Y., Komatsu, Y., Kagawa, Y., et al. (2024) · Nature Communications · doi:10.1038/s41467-024-50026-4 · Cited by 17 · see citing works
Nicolazzo, C., Magri, V., Marino, L., Belardinilli, F., Nicolantonio, F. D., Renzi, G. D., Caponnetto, S., Meo, M. D., Giannini, G., Santini, D., et al. (2023) · Frontiers in Oncology · doi:10.3389/fonc.2023.1160673 · Cited by 16 · see citing works
Self-citationSütcüoğlu, O., Yıldırım, H. Ç., Almuradova, E., Günenç, D., & Yalçın, Ş. (2025) · Medicina · doi:10.3390/medicina61071202 · Cited by 10 · see citing works
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Radanova, M. A., Mihaylova, G., Stoyanov, G. S., Draganova, V., Zlatarov, A. K., Kolev, N., Dimitrová, E., Conev, N. V., & Ivanova, D. G. (2023) · International Journal of Molecular Sciences · doi:10.3390/ijms241612753 · Cited by 6 · see citing works
Ruzzo, A., Graziano, F., Palladino, S., Fischer, N. W., Catalano, V., Giordani, P., Malkin, D. M., Tamburrano, T., Patriti, A., Petrelli, F., et al. (2024) · The Oncologist · doi:10.1093/oncolo/oyae277 · Cited by 5 · see citing works
Zarkavelis, G., Amylidi, A.-L., Torounidou, N., Yerolatsite, M., Keravasili, A., Keramisanou, V., & Mauri, D. N. (2024) · Współczesna Onkologia · doi:10.5114/wo.2024.138899 · Cited by 5 · see citing works
Song, Y., Long, J., Su, X., Chen, Z., He, Y., Shao, W., Wang, B., & Chen, C. (2023) · Frontiers in Immunology · doi:10.3389/fimmu.2023.1197543 · Cited by 5 · see citing works
Muendlein, A., Geiger, K., Heinzle, C. F., Gaenger, S., Winder, T., Severgnini, L., Reimann, P., Brandtner, E., Leiherer, A., Drexel, H., et al. (2023) · Journal of Cancer Research and Clinical Oncology · doi:10.1007/s00432-023-04623-3 · Cited by 5 · see citing works
Pesola, G., Epistolio, S., Cefalì, M., Trevisi, E., Dosso, S. D., & Frattini, M. (2024) · Cancers · doi:10.3390/cancers16233923 · Cited by 4 · see citing works
Callesen, L. B., Boysen, A. K., Andersen, C. S. A., Pallisgaard, N., & Spindler, K. G. (2023) · Clinical Colorectal Cancer · doi:10.1016/j.clcc.2023.07.005 · Cited by 4 · see citing works
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Delcuratolo, M. D., Modrego-Sánchez, A., Bungaro, M., Antón-Pascual, B., Terán, S., Dipace, V., Novello, S., García‐Carbonero, R., Passiglia, F., & Graválos-Castro, C. (2023) · Journal of Molecular Pathology · doi:10.3390/jmp4030013 · Cited by 3 · see citing works
Gazzaniga, P., Belardinilli, F., Meo, M. D., Nicolazzo, C., Giannini, G., Giudice, F. D., Scornajenghi, C. M., BERARDINIS, E. D., Marino, L., Magliocca, F. M., et al. (2024) · Oncology Research Featuring Preclinical and Clinical Cancer Therapeutics · doi:10.32604/or.2024.056282 · Cited by 3 · see citing works
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Massaro, G., Venturini, J., Rossini, D., Vannini, A., Brugia, M., Lavacchi, D., Conticello, C., Valle, I., Ravizza, D., Pillozzi, S., et al. (2025) · Critical Reviews in Oncology/Hematology · doi:10.1016/j.critrevonc.2025.104746 · Cited by 2 · see citing works
Siringo, M., Meo, M. D., Bottillo, I., Grammatico, P., Cortesi, E., Nicolazzo, C., & Gazzaniga, P. (2025) · Cancers · doi:10.3390/cancers17071070 · Cited by 1 · see citing works
Self-citationSuzuki, K., Ooki, A., Shinozaki, E., Toyokawa, E., Yoshikawa, K., Shiozawa, M., Maeda, S., Yamaguchi, K., & Osumi, H. (2026) · Cancer Control · doi:10.1177/10732748261458456 · Cited by 1 · see citing works
Ruban, M. S., Болотина, Л. В., Karagodina, Y. B., Игоревна, Д. Т., Kornietskaya, A. L., & Феденко, А. А. (2024) · Medical alphabet · doi:10.33667/2078-5631-2024-7-46-54
Zhao, H., 苏叶馨, Wang, Y., Lyu, Z., Xu, P., Gu, W., Tian, L., & Fu, P. (2024) · Figshare · doi:10.6084/m9.figshare.25203601
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- Authors
- Nicolazzo, C., Belardinilli, F., Vestri, A., Magri, V., De Renzi, G., De Meo, M., Caponnetto, S., Di Nicolantonio, F., Cortesi, E., Giannini, G., & Gazzaniga, P.
- Affiliations
- Sapienza University of Rome (IT)
- Department of Molecular Medicine, Sapienza University of Rome, 00185 Roma, Italy
- Department of Oncology, University of Turin, 10124 Torino, Italy
- Corresponding author
- Gazzaniga, Paola
- ORCID
- Venue
- Cancers
- Publisher
- MDPI AG
- Published
- 2022-02-04
- Volume
- 14
- Issue
- 3
- Pages
- 802
- ISSN
- 2072-6694 (ISSN-L)
- PMC
- PMC8833999
- OpenAlex
- W4210596686
- Cited by
- 21
- References
- 31
- Citations by year
- 2026: 3 · 2025: 3 · 2024: 8 · 2023: 7
- FWCI
- 1.88
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Cancers (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Institutional Research Information System University of Turin (University of Turin) (submittedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- IRIS Research product catalog (Sapienza University of Rome) (submittedVersion, cc-by)
- Funders
- Sapienza University of Rome (RM11916B31436754)
- Topics
- Health Sciences › Medicine › Oncology › Colorectal Cancer Treatments and Studies
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Cancer Research › Cancer Genomics and Diagnostics
- Health Sciences › Medicine › Pathology and Forensic Medicine › Genetic factors in colorectal cancer
- Keywords
- metastatic colorectal cancer, bevacizumab, liquid biopsy, plasma circulating tumor DNA, progression-free survival, anti-EGFR therapy, chemotherapy, tumor evolution
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