Evidence map›Paper›PMID 42083059›Full record

ArticleMicrobiome2026

Metagenomics and culturomics reveal the dual role of the gut microbiome in the development of immune-related toxicities and the efficacy of immune checkpoint inhibitors in cancer.

Khoudia Diop, Myriam Benlaïfaoui, Sébastien Hunter, Eder Orlando Méndez-Salazar, Taiki Hakozaki, Corentin Richard, Diogjena Katerina Prifti, Sylva Kourtian, Francis Proulx-Rocray, Sabrine Naimi and 10 more

Abstract read
In one paragraph

Article in Microbiome, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

20 authors.

Khoudia Diop *University of Montreal Hospital Research Centre (CRCHUM), Montreal, Quebec, Canada.
Myriam Benlaïfaoui *University of Montreal Hospital Research Centre (CRCHUM), Montreal, Quebec, Canada.
Sébastien HunterUniversity of Montreal Hospital Research Centre (CRCHUM), Montreal, Quebec, Canada.
Eder Orlando Méndez-SalazarUniversity of Montreal Hospital Research Centre (CRCHUM), Montreal, Quebec, Canada.
Taiki HakozakiUniversity of Montreal Hospital Research Centre (CRCHUM), Montreal, Quebec, Canada.
Corentin RichardUniversity of Montreal Hospital Research Centre (CRCHUM), Montreal, Quebec, Canada.
Diogjena Katerina PriftiUniversity of Montreal Hospital Research Centre (CRCHUM), Montreal, Quebec, Canada.
Sylva KourtianUniversity of Montreal Hospital Research Centre (CRCHUM), Montreal, Quebec, Canada.
Francis Proulx-RocrayHematology-Oncology Division, Department of Medicine, University of Montreal Hospital Centre (CHUM), Montreal, Quebec, Canada.
Sabrine NaimiUniversity of Montreal Hospital Research Centre (CRCHUM), Montreal, Quebec, Canada.
Mayra PonceUniversity of Montreal Hospital Research Centre (CRCHUM), Montreal, Quebec, Canada.
Meriem MessaoudeneUniversity of Montreal Hospital Research Centre (CRCHUM), Montreal, Quebec, Canada.
Florent CauchoisUniversity of Montreal Hospital Research Centre (CRCHUM), Montreal, Quebec, Canada.
Wiam BelkaidUniversity of Montreal Hospital Research Centre (CRCHUM), Montreal, Quebec, Canada.
Veronique BatailleDepartment of Twin Research and Genetic Epidemiology, King's College London, London, United Kingdom.
Karla LeeDepartment of Twin Research and Genetic Epidemiology, King's College London, London, United Kingdom.
Catalin MihalcioiuResearch Institute of the McGill University Health Centre, Montréal, Quebec, Canada.
Ian Robert WatsonRosalind and Morris Goodman Cancer Institute, McGill University, Montréal, Quebec, Canada.
Arielle ElkriefUniversity of Montreal Hospital Research Centre (CRCHUM), Montreal, Quebec, Canada.
Bertrand RoutyUniversity of Montreal Hospital Research Centre (CRCHUM), Montreal, Quebec, Canada. bertrand.routy@umontreal.ca.

Funding

Fonds de recherche du Québec 284894
6 · The paper itself

Abstract

backgroundDespite their major impact on cancer treatment, immune checkpoint inhibitors (ICI) are frequently associated with immune-related adverse events (irAE). Growing evidence suggests that the occurrence of irAE may be correlated with enhanced ICI efficacy, although the underlying mechanisms remain unknown. Most studies investigating the role of the gut microbiome in oncology have relied on sequencing approaches, particularly shotgun metagenomics. Although microbiome profiling revealed strong associations between specific bacterial taxa and clinical outcomes, it has limitations, including an inability to detect low-abundance bacteria and to recover live cultivable bacteria. To overcome these limitations, we combined shotgun metagenomics and culturomics on fecal samples collected from patients with melanoma and non-small cell lung cancer (NSCLC), at baseline and at the onset of immune related (ir)-colitis.

resultsWe first validated across three independent cohorts of 589 patients with melanoma or NSCLC treated with ICI that grade ≥ 2 irAE were associated with significantly longer overall survival (OS) and progression-free survival (PFS). Complementary analysis using shotgun metagenomics and culturomics revealed that patients who developed grade ≥ 2 irAE had a lower alpha diversity compared to those who did not develop grade ≥ 2 irAE. Metagenomics results showed enrichment of Ruminococcus gnavus and Streptococcus vestibularis at baseline in grade ≥ 2 irAE patients, while Clostridium paraputrificum and Streptococcus spp. were isolated by culturomics from baseline stool samples from ir-colitis patients. Longitudinal analysis of paired stool samples revealed a shift in microbiome composition with enrichment of Paraclostridium bifermentans and Clostridium paraputrificum, lower lipopolysaccharide and higher flagellin concentrations at baseline compared with the time of ir-colitis. Fecal microbiome transplantation from a patient with ir-colitis into mice induced surrogate markers of colonic inflammation and enhanced the anti-tumor activity of combined anti-PD-1/CTLA-4. P. bifermentans isolated from this patient sample demonstrated direct epithelial barrier disruption in Caco-2 monolayers, characterized by decreased ZO-1 and Occludin immunofluorescence signal and increased TNF-α and IL-1β expression. Moreover, in the dextran sodium sulfate (DSS) colitis model, P. bifermentans worsened weight loss. In a separate tumor model, it amplified the anti-tumor effect of dual ICI. This beneficial effect was also maintained after treatment with P. bifermentans < 3 kDa filtered supernatant.

conclusionAltogether, our results suggest that P. bifermentans promotes subclinical colitis while increasing the efficacy of dual ICI. This provides a potential microbiome-derived link between irAE and improved anti-tumor responses. Video Abstract.

Indexed as

Carcinoma, Non-Small-Cell LungGastrointestinal MicrobiomeImmune Checkpoint InhibitorsLung NeoplasmsMelanomaAgedAnimalsBacteriaColitisEubacterialesFecesFemaleHumansMaleMetagenomicsMiceImmune Checkpoint InhibitorsCancerColitisCulturomicsGut microbiomeICIIrAEMelanomaMetagenomicsNSCLC

Identifiers

PMID42083059
PMCPMC13288583

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.