Evidence map›Paper›PMID 42374179›Full record

ArticleBMC microbiology2026

The gut microbiome in the Lebanese population and its alterations in metastatic colorectal cancer: benchmarking and application.

Sally Temraz, Farah J Nassar, Pierre Bertrand, Razan Al Tartir, Maria Mezher, Ruba Hadla, Zahraa S Msheik, Ghada Chamandi, Vincent Cahais, Cyrille Cuenin and 8 more

Abstract read
In one paragraph

Article in BMC microbiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

18 authors.

Sally Temraz *Naef K. Basile Cancer Center, Department of Internal Medicine, American University of Beirut Medical Center, Beirut, Lebanon. st29@aub.edu.lb.ORCID http://orcid.org/0000-0002-8995-7946
Farah J Nassar *International Agency for Research on Cancer, Lyon, France.
Pierre Bertrand *International Agency for Research on Cancer, Lyon, France.
Razan Al TartirNaef K. Basile Cancer Center, Department of Internal Medicine, American University of Beirut Medical Center, Beirut, Lebanon.
Maria MezherNaef K. Basile Cancer Center, Department of Internal Medicine, American University of Beirut Medical Center, Beirut, Lebanon.
Ruba HadlaIT Medical Center Applications Department, American University of Beirut, Beirut, Lebanon.
Zahraa S MsheikDepartment of Anatomy, Cell Biology and Physiological Sciences, American University of Beirut, Beirut, Lebanon.
Ghada ChamandiDepartment of Anatomy, Cell Biology and Physiological Sciences, American University of Beirut, Beirut, Lebanon.
Vincent CahaisInternational Agency for Research on Cancer, Lyon, France.
Cyrille CueninInternational Agency for Research on Cancer, Lyon, France.
Ayman Al ShoukariDepartment of Anatomy, Cell Biology and Physiological Sciences, American University of Beirut, Beirut, Lebanon.
Ali ShamseddineNaef K. Basile Cancer Center, Department of Internal Medicine, American University of Beirut Medical Center, Beirut, Lebanon.
Hibeh ShatilaDepartment of Nutrition Sciences, College of Health Sciences, QU Health, Qatar University, Doha, P.O. Box 2713, Doha, Qatar.
Farah NajaDepartment of Clinical Nutrition and Dietetics, College of Health Sciences, Research Institute of Medical and Health Sciences (RIMHS), University of Sharjah, Sharjah, United Arab Emirates.
Yinan ZhengDepartment of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Lifang HouDepartment of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Rihab Nasr *Department of Anatomy, Cell Biology and Physiological Sciences, American University of Beirut, Beirut, Lebanon. rn03@aub.edu.lb.
Akram Ghantous *International Agency for Research on Cancer, Lyon, France. ghantousa@iarc.who.int.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundColorectal cancer (CRC) is a rising health concern in Lebanon and across the Arab world, concomitant with dietary and lifestyle transitions. The gut microbiome may contribute to CRC progression and treatment response, and it remains understudied in Arab populations. This pilot study investigates gut microbiome dynamics in a cohort of stage IV CRC patients and cancer-free individuals from Lebanon, benchmarking computational tools for 16S rRNA sequencing and analyzing microbial and functional shifts associated with cancer development and therapy.

methodsStool samples were collected from cancer-free individuals (n = 32) and newly diagnosed stage IV CRC patients before therapy (n = 17). A subset of CRC patients (n = 10) provided follow-up samples 3-6 months after therapy. 16S rRNA microbial profiling was conducted using the Illumina MiSeq platform. Computational tools were benchmarked using a mock community, with a defined microbial composition. Microbiome and functional analyses included diversity metrics, differential abundance testing, and pathway prediction, with adjustments for age and sex, followed by sensitivity analyses accounting for antibiotic use and immunotherapy.

resultsAmong the evaluated computational tools, USEARCH was selected for downstream CRC microbiome analyses based on its performance. CRC patients exhibited progressive dysbiosis, characterised by distinct beta diversity profiles, reduced alpha diversity and a declining Firmicutes/Bacteroidota ratio from cancer-free controls to baseline CRC and post-therapy samples. Differential abundance analysis identified taxa associated with CRC development and therapy response, including Fusobacterium, Muribaculaceae, Intestinimonas, Intestinimonas butyriciproducens and Lactobacillus fermentum. Notably, some potentially beneficial taxa increased progressively across the disease and treatment continuum, suggesting that therapy may promote specific favorable microorganisms while coinciding with broader microbiome dysregulation. Functional pathway analysis revealed widespread alterations in microbial functional capacity, including potential therapy-associated shifts.

conclusionThis study represents a pioneering effort in gut microbiome profiling of Lebanese population with advanced CRC, establishing a molecular reference map during a period of rising CRC incidence and dietary transition. Computational benchmarking using a mock community supported the robustness of the analytical workflow. The results may facilitate the discovery of microbial signatures associated with CRC development and therapy response, providing insights into cancer prevention and clinical intervention.

Indexed as

BacteriaColorectal NeoplasmsGastrointestinal MicrobiomeAgedBenchmarkingDNA, BacterialDysbiosisFecesFemaleHumansLebanonMaleMiddle AgedPilot ProjectsRNA, Ribosomal, 16SSequence Analysis, DNADNA, BacterialRNA, Ribosomal, 16S16S rRNA sequencingBenchmarkingColorectal cancerDdysbiosisGutLebanese populationMicrobiome

Identifiers

PMID42374179
PMCPMC13579751

What OpenQuestion holds

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Registered trials

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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.