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Gut microbial signature in lung cancer patients highlights specific taxa as predictors for durable clinical benefit

We aimed to determine microbial signature linked with lung cancer (LC) diagnosis and to define taxa linked with durable clinical benefit (DCB) of advanced LC patients. Stool samples for microbial 16S amplicon sequencing and clinical data were collected from 75 LC patients (50 of which were treated w...

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Autores principales: Haberman, Yael, Kamer, Iris, Amir, Amnon, Goldenberg, Sapir, Efroni, Gilat, Daniel-Meshulam, Inbal, Lobachov, Anastasiya, Daher, Sameh, Hadar, Rotem, Gantz-Sorotsky, Hadas, Urban, Damien, Braun, Tzipi, Bar, Jair
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9898251/
https://www.ncbi.nlm.nih.gov/pubmed/36737654
http://dx.doi.org/10.1038/s41598-023-29136-4
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author Haberman, Yael
Kamer, Iris
Amir, Amnon
Goldenberg, Sapir
Efroni, Gilat
Daniel-Meshulam, Inbal
Lobachov, Anastasiya
Daher, Sameh
Hadar, Rotem
Gantz-Sorotsky, Hadas
Urban, Damien
Braun, Tzipi
Bar, Jair
author_facet Haberman, Yael
Kamer, Iris
Amir, Amnon
Goldenberg, Sapir
Efroni, Gilat
Daniel-Meshulam, Inbal
Lobachov, Anastasiya
Daher, Sameh
Hadar, Rotem
Gantz-Sorotsky, Hadas
Urban, Damien
Braun, Tzipi
Bar, Jair
author_sort Haberman, Yael
collection PubMed
description We aimed to determine microbial signature linked with lung cancer (LC) diagnosis and to define taxa linked with durable clinical benefit (DCB) of advanced LC patients. Stool samples for microbial 16S amplicon sequencing and clinical data were collected from 75 LC patients (50 of which were treated with checkpoint inhibitors) and 31 matched healthy volunteers. We compared LC to healthy controls and patients with DCB to those without. LC patients had lower α-diversity and higher between-subject diversity. Random Forests model to differentiate LC cases from controls ROC-AUC was 0.74. Clostridiales, Lachnospiraceae, and Faecalibacterium prausnitzii taxa abundance was decreased in LC compared to controls. High Akkermansia muciniphila correlated with DCB (HR 4.26, 95% CI 1.98–9.16), not only for the immunotherapy-treated patients. In addition, high Alistipes onderdonkii (HR 3.08, 95% CI 1.34–7.06) and high Ruminococcus (HR 7.76, 95% CI 3.23–18.65) correlated with DCB.Our results support the importance of gut microbiome in LC. We have validated the apparent predictive value of Akkermansia muciniphila, and highlighted Alistipes onderdonkii and Ruminococcus taxa correlation with DCB. Upon additional validations those can be used as biomarkers or as targets for future therapeutic interventions.
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spelling pubmed-98982512023-02-05 Gut microbial signature in lung cancer patients highlights specific taxa as predictors for durable clinical benefit Haberman, Yael Kamer, Iris Amir, Amnon Goldenberg, Sapir Efroni, Gilat Daniel-Meshulam, Inbal Lobachov, Anastasiya Daher, Sameh Hadar, Rotem Gantz-Sorotsky, Hadas Urban, Damien Braun, Tzipi Bar, Jair Sci Rep Article We aimed to determine microbial signature linked with lung cancer (LC) diagnosis and to define taxa linked with durable clinical benefit (DCB) of advanced LC patients. Stool samples for microbial 16S amplicon sequencing and clinical data were collected from 75 LC patients (50 of which were treated with checkpoint inhibitors) and 31 matched healthy volunteers. We compared LC to healthy controls and patients with DCB to those without. LC patients had lower α-diversity and higher between-subject diversity. Random Forests model to differentiate LC cases from controls ROC-AUC was 0.74. Clostridiales, Lachnospiraceae, and Faecalibacterium prausnitzii taxa abundance was decreased in LC compared to controls. High Akkermansia muciniphila correlated with DCB (HR 4.26, 95% CI 1.98–9.16), not only for the immunotherapy-treated patients. In addition, high Alistipes onderdonkii (HR 3.08, 95% CI 1.34–7.06) and high Ruminococcus (HR 7.76, 95% CI 3.23–18.65) correlated with DCB.Our results support the importance of gut microbiome in LC. We have validated the apparent predictive value of Akkermansia muciniphila, and highlighted Alistipes onderdonkii and Ruminococcus taxa correlation with DCB. Upon additional validations those can be used as biomarkers or as targets for future therapeutic interventions. Nature Publishing Group UK 2023-02-03 /pmc/articles/PMC9898251/ /pubmed/36737654 http://dx.doi.org/10.1038/s41598-023-29136-4 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Haberman, Yael
Kamer, Iris
Amir, Amnon
Goldenberg, Sapir
Efroni, Gilat
Daniel-Meshulam, Inbal
Lobachov, Anastasiya
Daher, Sameh
Hadar, Rotem
Gantz-Sorotsky, Hadas
Urban, Damien
Braun, Tzipi
Bar, Jair
Gut microbial signature in lung cancer patients highlights specific taxa as predictors for durable clinical benefit
title Gut microbial signature in lung cancer patients highlights specific taxa as predictors for durable clinical benefit
title_full Gut microbial signature in lung cancer patients highlights specific taxa as predictors for durable clinical benefit
title_fullStr Gut microbial signature in lung cancer patients highlights specific taxa as predictors for durable clinical benefit
title_full_unstemmed Gut microbial signature in lung cancer patients highlights specific taxa as predictors for durable clinical benefit
title_short Gut microbial signature in lung cancer patients highlights specific taxa as predictors for durable clinical benefit
title_sort gut microbial signature in lung cancer patients highlights specific taxa as predictors for durable clinical benefit
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9898251/
https://www.ncbi.nlm.nih.gov/pubmed/36737654
http://dx.doi.org/10.1038/s41598-023-29136-4
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