BRAFV600E mutation impinges on gut microbial markers defining novel biomarkers for serrated colorectal cancer effective therapies

التفاصيل البيبلوغرافية
العنوان: BRAFV600E mutation impinges on gut microbial markers defining novel biomarkers for serrated colorectal cancer effective therapies
المؤلفون: Valerio Pazienza, Francesca Bazzocchi, Tiziana Latiano, Angelo L. Vescovi, Concetta Panebianco, Giuseppe Canistro, Dario P. Cassano, Riccardo Pracella, Elena Binda, Alberto Visioli, Maria Grazia Cariglia, Chiara Barile, Fabrizio Giani, Nadia Trivieri, Amata Amy Soriano, Paola Parrella, Lucia Dimitri
المساهمون: Trivieri, N, Pracella, R, Cariglia, M, Panebianco, C, Parrella, P, Visioli, A, Giani, F, Soriano, A, Barile, C, Canistro, G, Latiano, T, Dimitri, L, Bazzocchi, F, Cassano, D, Vescovi, A, Pazienza, V, Binda, E
المصدر: Journal of Experimental & Clinical Cancer Research, Vol 39, Iss 1, Pp 1-16 (2020)
بيانات النشر: Springer Science and Business Media LLC, 2020.
سنة النشر: 2020
مصطلحات موضوعية: 0301 basic medicine, Oncology, False discovery rate, Cancer Research, medicine.medical_specialty, CRC patient-tailored strategie, endocrine system diseases, Colorectal cancer, CRC biology and biomarkers, CRC non-invasive diagnosi, Gut microbiota, Gut flora, medicine.disease_cause, BRAF V600E CRC non-invasive diagnosis, lcsh:RC254-282, BRAF, 03 medical and health sciences, 0302 clinical medicine, Internal medicine, medicine, Anti-BRAF, neoplasms, Serrated human BRAF, Serrated human BRAF V600E colorectal carcinoma (CRC), biology, Transition (genetics), Receiver operating characteristic, CRC biology and biomarker, lcsh:Neoplasms. Tumors. Oncology. Including cancer and carcinogens, biology.organism_classification, medicine.disease, digestive system diseases, 030104 developmental biology, colorectal carcinoma (CRC), Anti-BRAF V600E CRC patient-tailored strategies, 030220 oncology & carcinogenesis, Mutation (genetic algorithm), Carcinogenesis, V600E
الوصف: Background Colorectal cancer (CRC) harboring BRAFV600E mutation exhibits low response to conventional therapy and poorest prognosis. Due to the emerging correlation between gut microbiota and CRC carcinogenesis, we investigated in serrated BRAFV600E cases the existence of a peculiar fecal microbial fingerprint and specific bacterial markers, which might represent a tool for the development of more effective clinical strategies. Methods By injecting human CRC stem-like cells isolated from BRAFV600E patients in immunocompromised mice, we described a new xenogeneic model of this subtype of CRC. By performing bacterial 16S rRNA sequencing, the fecal microbiota profile was then investigated either in CRC-carrying mice or in a cohort of human CRC subjects. The microbial communities’ functional profile was also predicted. Data were compared with Mann-Whitney U, Welch’s t-test for unequal variances and Kruskal-Wallis test with Benjamini–Hochberg false discovery rate (FDR) correction, extracted as potential BRAF class biomarkers and selected as model features. The obtained mean test prediction scores were subjected to Receiver Operating characteristic (ROC) analysis. To discriminate the BRAF status, a Random Forest classifier (RF) was employed. Results A specific microbial signature distinctive for BRAF status emerged, being the BRAF-mutated cases closer to healthy controls than BRAF wild-type counterpart. In agreement, a considerable score of correlation was also pointed out between bacteria abundance from BRAF-mutated cases and the level of markers distinctive of BRAFV600E pathway, including those involved in inflammation, innate immune response and epithelial-mesenchymal transition. We provide evidence that two candidate bacterial markers, Prevotella enoeca and Ruthenibacterium lactatiformans, more abundant in BRAFV600E and BRAF wild-type subjects respectively, emerged as single factors with the best performance in distinguishing BRAF status (AUROC = 0.72 and 0.74, respectively, 95% confidence interval). Furthermore, the combination of the 10 differentially represented microorganisms between the two groups improved performance in discriminating serrated CRC driven by BRAF mutation from BRAF wild-type CRC cases (AUROC = 0.85, 95% confidence interval, 0.69–1.01). Conclusion Overall, our results suggest that BRAFV600E mutation itself drives a distinctive gut microbiota signature and provide predictive CRC-associated bacterial biomarkers able to discriminate BRAF status in CRC patients and, thus, useful to devise non-invasive patient-selective diagnostic strategies and patient-tailored optimized therapies.
تدمد: 1756-9966
الوصول الحر: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2765f1d31894119ce2bccf358b95738aTest
https://doi.org/10.1186/s13046-020-01801-wTest
حقوق: OPEN
رقم الانضمام: edsair.doi.dedup.....2765f1d31894119ce2bccf358b95738a
قاعدة البيانات: OpenAIRE