1
|
Sammallahti H, Rezasoltani S, Pekkala S, Kokkola A, Asadzadeh Agdaei H, Azizmohammad Looha M, Ghanbari R, Zamani F, Sadeghi A, Sarhadi VK, Tiirola M, Puolakkainen P, Knuutila S. Fecal profiling reveals a common microbial signature for pancreatic cancer in Finnish and Iranian cohorts. Gut Pathog 2025; 17:24. [PMID: 40241224 PMCID: PMC12001732 DOI: 10.1186/s13099-025-00698-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2024] [Accepted: 03/26/2025] [Indexed: 04/18/2025] Open
Abstract
BACKGROUND Pancreatic 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. RESULTS Compared 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). CONCLUSIONS This 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.
Collapse
Affiliation(s)
- Heidelinde Sammallahti
- Department of Pathology, Faculty of Medicine, University of Helsinki, 00014, Helsinki, Finland
- Department of Surgery, Abdominal Center, University of Helsinki, Helsinki University Hospital, 00290, Helsinki, Finland
| | - Sama Rezasoltani
- Division of Oral Microbiology and Immunology, Department of Operative Dentistry, Periodontology and Preventive Dentistry, Rheinisch-Westfälische Technische Hochschule (RWTH) University Hospital, 52074, Aachen, Germany
| | - Satu Pekkala
- Faculty of Sport and Health Sciences, University of Jyväskylä, 40014, Jyväskylä, Finland
| | - Arto Kokkola
- Department of Surgery, University of Helsinki and Helsinki University Hospital, 00290, Helsinki, Finland
| | - Hamid Asadzadeh Agdaei
- Basic 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
| | - Mehdi Azizmohammad Looha
- Basic 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
| | - Reza Ghanbari
- Gene Therapy Research Center, Digestive Diseases Research Institute, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Farhad Zamani
- Gastrointestinal and Liver Diseases Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Amir Sadeghi
- Gastroenterology and Liver Diseases Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Virinder Kaur Sarhadi
- Department of Oral and Maxillofacial Diseases, Helsinki University Hospital and University of Helsinki, 00290, Helsinki, Finland
| | - Marja Tiirola
- Department of Environmental and Biological Sciences, Nanoscience Center, University of Jyväskylä, 40014, Jyväskylä, Finland
- BiopSense Oy, Eeronkatu 10, 40720, Jyväskylä, Finland
| | - Pauli Puolakkainen
- Department of Surgery, Abdominal Center, University of Helsinki, Helsinki University Hospital, 00290, Helsinki, Finland
| | - Sakari Knuutila
- Department of Pathology, Faculty of Medicine, University of Helsinki, 00014, Helsinki, Finland.
| |
Collapse
|
2
|
Qian J, Zhao X, Yuan S, Su S, Chen C, Gao J, Tang X, Men S, Wen B. Metabolome-microbiome insights into therapeutic impact of 8-O-acetylharpagide against breast cancer in a murine model. Biomed Chromatogr 2024; 38:e5880. [PMID: 38634147 DOI: 10.1002/bmc.5880] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Revised: 02/15/2024] [Accepted: 03/25/2024] [Indexed: 04/19/2024]
Abstract
Iridoid glycosides extract, which is the main active extract of Ajuga decumbens Thunb, has been proved to have anti-breast cancer activity in previous studies. However, it is still unknown whether 8-O-acetylharpagide, a main active compound in the extract, has anti-breast cancer activity. In this study, 4 T1 breast cancer mice model was first successfully established. Then the anti-breast cancer effect of 8-O-acetylharpagide was systematically investigated. Feces were collected for metabolomics and 16S rRNA analysis to assess the potential mechanism. The results showed that 8-O-acetylharpagide was effective in reducing 4 T1 mouse tumor volume and weight compared with the model group. Metabolome analysis revealed 12 potential metabolite biomarkers in feces, mainly involved in primary bile acid biosynthesis and arachidonic acid metabolism. The 16S rRNA sequencing results demonstrated that 8-O-acetylharpagide modulated the abundance of the intestinal flora in 4 T1 mice. Spearman correlation analysis showed that calcitriol and prostaglandin G2 strongly correlated with Akkermansia, Firmicutes and Muribaculum. Overall, the active compound 8-O-acetylharpagide could inhibit significantly breast cancer growth in 4 T1 breast cancer model mice. The mechanism of the anti-breast cancer effect of 8-O-acetylharpagide may be related to the regulation of primary bile acid biosynthesis and arachidonic acid metabolism and modulation of the abundance of Akkermansia and Firmicutes.
Collapse
Affiliation(s)
- Jiahui Qian
- Dongfang Hospital, Beijing University of Chinese Medicine, Beijing, P. R. China
| | - Xinyu Zhao
- Dongfang Hospital, Beijing University of Chinese Medicine, Beijing, P. R. China
| | - Siyuan Yuan
- Dongfang Hospital, Beijing University of Chinese Medicine, Beijing, P. R. China
| | - Sijia Su
- Dongfang Hospital, Beijing University of Chinese Medicine, Beijing, P. R. China
| | - Chang Chen
- Key Laboratory of Beijing for Identification and Safety Evaluation of Chinese Medicine, Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, P. R. China
| | - Junfeng Gao
- Dongfang Hospital, Beijing University of Chinese Medicine, Beijing, P. R. China
| | - Xu Tang
- Dongfang Hospital, Beijing University of Chinese Medicine, Beijing, P. R. China
| | - Siye Men
- Dongfang Hospital, Beijing University of Chinese Medicine, Beijing, P. R. China
| | - Binyu Wen
- Dongfang Hospital, Beijing University of Chinese Medicine, Beijing, P. R. China
| |
Collapse
|
3
|
Liu K, Jia N, Shi H, Ran Y. Current and future research on the association between gut microbiota and breast cancer. Front Microbiol 2023; 14:1272275. [PMID: 38029117 PMCID: PMC10646191 DOI: 10.3389/fmicb.2023.1272275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Accepted: 10/09/2023] [Indexed: 12/01/2023] Open
Abstract
Breast cancer (BC) is a prevalent malignancy. There exists a strong association between gut microbiota (GM) and the development of BC. The GM composition in individuals with BC significantly differs from that in their healthy counterparts. Furthermore, the distribution of GM varies significantly among individuals with different types of BC. The GM can impact BC through metabolite secretion, the gut-mammary axis, and other pathways. Modulating the GM can serve as a very promising potential therapeutic strategy in the treatment of BC. This article will summarize existing research, focusing on the relationship between intestinal microbiota and BC. At the same time, the project will also analyze the application value of intestinal microorganisms in BC intervention work, so as to provide a reference for the further development of BC prevention and treatment work.
Collapse
Affiliation(s)
| | - Nan Jia
- Affiliated Hospital of Hebei University, Baoding, China
| | - Hongyun Shi
- Affiliated Hospital of Hebei University, Baoding, China
| | - Yuge Ran
- Affiliated Hospital of Hebei University, Baoding, China
| |
Collapse
|