Evidence map›Paper›PMID 40241224›Full record

ArticleGut pathogens2025

Fecal profiling reveals a common microbial signature for pancreatic cancer in Finnish and Iranian cohorts.

Heidelinde Sammallahti, Sama Rezasoltani, Satu Pekkala, Arto Kokkola, Hamid Asadzadeh Agdaei, Mehdi Azizmohammad Looha, Reza Ghanbari, Farhad Zamani, Amir Sadeghi, Virinder Kaur Sarhadi and 3 more

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Article in Gut pathogens, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

13 authors.

Heidelinde SammallahtiDepartment of Pathology, Faculty of Medicine, University of Helsinki, 00014, Helsinki, Finland.ORCID http://orcid.org/0000-0002-8028-4116
Sama RezasoltaniDivision of Oral Microbiology and Immunology, Department of Operative Dentistry, Periodontology and Preventive Dentistry, Rheinisch-Westfälische Technische Hochschule (RWTH) University Hospital, 52074, Aachen, Germany.ORCID http://orcid.org/0000-0001-5592-3839
Satu PekkalaFaculty of Sport and Health Sciences, University of Jyväskylä, 40014, Jyväskylä, Finland.ORCID http://orcid.org/0000-0003-3107-0813
Arto KokkolaDepartment of Surgery, University of Helsinki and Helsinki University Hospital, 00290, Helsinki, Finland.ORCID http://orcid.org/0000-0002-8286-0666
Hamid Asadzadeh AgdaeiBasic and Molecular Epidemiology of Gastrointestinal Disorders Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, P.O. Box 1985717411, Tehran, Iran.ORCID http://orcid.org/0000-0001-5589-8856
Mehdi Azizmohammad LoohaBasic and Molecular Epidemiology of Gastrointestinal Disorders Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, P.O. Box 1985717411, Tehran, Iran.ORCID http://orcid.org/0000-0002-0700-1431
Reza GhanbariGene Therapy Research Center, Digestive Diseases Research Institute, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Iran.ORCID http://orcid.org/0000-0003-3876-7584
Farhad ZamaniGastrointestinal and Liver Diseases Research Center, Iran University of Medical Sciences, Tehran, Iran.ORCID http://orcid.org/0000-0001-7409-3412
Amir SadeghiGastroenterology and Liver Diseases Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran.ORCID http://orcid.org/0000-0002-9580-2676
Virinder Kaur SarhadiDepartment of Oral and Maxillofacial Diseases, Helsinki University Hospital and University of Helsinki, 00290, Helsinki, Finland.ORCID http://orcid.org/0000-0003-2503-8198
Marja TiirolaDepartment of Environmental and Biological Sciences, Nanoscience Center, University of Jyväskylä, 40014, Jyväskylä, Finland.ORCID http://orcid.org/0000-0001-5589-3748
Pauli Puolakkainen *Department of Surgery, Abdominal Center, University of Helsinki, Helsinki University Hospital, 00290, Helsinki, Finland.ORCID http://orcid.org/0000-0003-2489-4371
Sakari Knuutila *Department of Pathology, Faculty of Medicine, University of Helsinki, 00014, Helsinki, Finland. sakari.knuutila@helsinki.fi.

Funding

Research Council of Finland 349264
6 · The paper itself

Abstract

backgroundPancreatic cancer (PC) presents a significant challenge in oncology because of its late-stage diagnosis and limited treatment options. The inadequacy of current screening methods has prompted investigations into stool-based assays and microbial classifiers as potential early detection markers. The gut microbiota composition of PC patients may be influenced by population differences, thereby impacting the accuracy of disease prediction. However, comprehensive profiling of the PC gut microbiota and analysis of these cofactors remain limited. Therefore, we analyzed the stool microbiota of 33 Finnish and 50 Iranian PC patients along with 35 Finnish and 34 Iranian healthy controls using 16S rRNA gene sequencing. We assessed similarities and differences of PC gut microbiota in both populations while considering sociocultural impacts and generated a statistical model for disease prediction based on microbial classifiers. Our aim was to expand the current understanding of the PC gut microbiota, discuss the impact of population differences, and contribute to the development of early PC diagnosis through microbial biomarkers.

resultsCompared with healthy controls, PC patients presented reduced microbial diversity, with discernible microbial profiles influenced by factors such as ethnicity, demographics, and lifestyle. PC was marked by significantly higher abundances of facultative pathogens including Enterobacteriaceae, Enterococcaceae, and Fusobacteriaceae, and significantly lower abundances of beneficial bacteria. In particular, bacteria belonging to the Clostridia class, such as butyrate-producing Lachnospiraceae, Butyricicoccaceae, and Ruminococcaceae, were depleted. A microbial classifier for the prediction of pancreatic ductal adenocarcinoma (PDAC) was developed in the Iranian cohort and evaluated in the Finnish cohort, where it yielded a respectable AUC of 0.88 (95% CI 0.78, 0.97).

conclusionsThis study highlights the potential of gut microbes as biomarkers for noninvasive PC screening and the development of targeted therapies, emphasizing the need for further research to validate these findings in diverse populations. A comprehensive understanding of the role of the gut microbiome in PC could significantly enhance early detection efforts and improve patient outcomes.

Indexed as

16S rRNA gene sequencingButyrate-producingClostridiaFecalGut microbiotaMicrobial classifierMicrobial profileNoninvasive biomarkersPancreatic cancerPopulation differences

Identifiers

PMID40241224
PMCPMC12001732

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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.