Gut Microbiota Signatures with Potential Clinical Usefulness in Colorectal and Non-Small Cell Lung Cancers

Author:

Tesolato Sofía12,Vicente-Valor Juan12ORCID,Paz-Cabezas Mateo23,Gómez-Garre Dulcenombre2456ORCID,Sánchez-González Silvia24ORCID,Ortega-Hernández Adriana24ORCID,de la Serna Sofía278ORCID,Domínguez-Serrano Inmaculada278,Dziakova Jana278,Rivera Daniel27,Jarabo Jose-Ramón289,Gómez-Martínez Ana-María289,Hernando Florentino289,Torres Antonio278,Iniesta Pilar12ORCID

Affiliation:

1. Department of Biochemistry and Molecular Biology, Faculty of Pharmacy, Complutense University, 28040 Madrid, Spain

2. San Carlos Health Research Institute (IdISSC), 28040 Madrid, Spain

3. Biomedical Research Networking Center in Cancer (CIBERONC), Carlos III Health Institute, 28029 Madrid, Spain

4. Cardiovascular Risk Group and Microbiota Laboratory, San Carlos Hospital, 28040 Madrid, Spain

5. Department of Physiology, Faculty of Medicine, Complutense University, 28040 Madrid, Spain

6. Biomedical Research Networking Center in Cardiovascular Diseases (CIBERCV), Carlos III Health Institute, 28029 Madrid, Spain

7. Digestive Surgery Service, San Carlos Hospital, 28040 Madrid, Spain

8. Department of Surgery, Faculty of Medicine, Complutense University, 28040 Madrid, Spain

9. Thoracic Surgery Service, San Carlos Hospital, 28040 Madrid, Spain

Abstract

The application of bacterial metagenomic analysis as a biomarker for cancer detection is emerging. Our aim was to discover gut microbiota signatures with potential utility in the diagnosis of colorectal cancer (CRC) and non-small cell lung cancer (NSCLC). A prospective study was performed on a total of 77 fecal samples from CRC and NSCLC patients and controls. DNA from stool was analyzed for bacterial genomic sequencing using the Ion Torrent™ technology. Bioinformatic analysis was performed using the QIIME2 pipeline. We applied logistic regression to adjust for differences attributable to sex, age, and body mass index, and the diagnostic accuracy of our gut signatures was compared with other previously published results. The feces of patients affected by different tumor types, such as CRC and NSCLC, showed a differential intestinal microbiota profile. After adjusting for confounders, Parvimonas (OR = 53.3), Gemella (OR = 6.01), Eisenbergiella (OR = 5.35), Peptostreptococcus (OR = 9.42), Lactobacillus (OR = 6.72), Salmonella (OR = 5.44), and Fusobacterium (OR = 78.9) remained significantly associated with the risk of CRC. Two genera from the Ruminococcaceae family, DTU089 (OR = 20.1) and an uncharacterized genus (OR = 160.1), were associated with the risk of NSCLC. Our two panels had better diagnostic capacity for CRC (AUC = 0.840) and NSLC (AUC = 0.747) compared to the application of two other published panels to our population. Thus, we propose a gut bacteria panel for each cancer type and show its potential application in cancer diagnosis.

Funder

Carlos III Health Institute

European Union through the European Regional Development Fund (ERDF) ‘A way to make Europe’

Publisher

MDPI AG

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