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Li Z, Huang X, Wang Q, Gopinath D. Causal Association Between Microbiome and Oral-Oropharyngeal Cancer: A Mendelian Randomization Study. Int Dent J 2025; 75:1897-1905. [PMID: 39986982 DOI: 10.1016/j.identj.2025.01.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2024] [Revised: 01/27/2025] [Accepted: 01/28/2025] [Indexed: 02/24/2025] Open
Abstract
INTRODUCTION AND AIMS This study aimed to examine the causal link between oral microbiome and the risk of oral and oropharyngeal squamous cell carcinoma (OOPSCC) using Mendelian randomization (MR). METHODS Utilizing single nucleotide polymorphisms as instrumental variables, we applied the MR inverse-variance weighted approach to assess the impact of salivary and tongue microbiome on OOPSCC. The data were obtained from the CNGBdb database and the UK Biobank, and analytical procedures were performed using the R package 'TwoSampleMR'. To ensure the robustness of our findings, we conducted sensitivity studies, which included the MR-Egger intercept test, to establish strong correlations and eliminate the phenomenon of horizontal pleiotropy. RESULT Our large-scale MR study revealed a genetically predisposed causal relationship between 13 microbial taxa, each from saliva and tongue, with OOPSCC. Notably, microbial taxa from six genera, including Prevotella, Neisseria, Veillonella, Granulicatella, Treponema, and Streptococcus, in both salivary and tongue microbiomes, showed this relationship. Conversely, several taxa, including Hemophilus, Solobacterium, Campylobacter, and Porphyromonas, predominantly demonstrated an inverse relationship, suggesting a protective effect. The robustness of our findings was further confirmed through sensitivity analyses, providing additional confidence in our results. CONCLUSION Our MR study indicates that the oral microbiota has a significant causal impact on the risk of oral and oropharyngeal cancers. The microbial biomarkers we identified, which are linked to OOPSCC, have the potential to uncover the underlying mechanisms and pave the way for new therapeutic approaches for targeted treatment of these malignancies.
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Affiliation(s)
- Zhengrui Li
- Department of Oral and Maxillofacial-Head and Neck Oncology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China; College of Stomatology, Shanghai Jiao Tong University, Shanghai, China; National Center for Stomatology, Shanghai, China; National Clinical Research Center for Oral Diseases, Shanghai, China; Shanghai Key Laboratory of Stomatology, Shanghai, China; Shanghai Research Institute of Stomatology, Shanghai, China
| | - Xufeng Huang
- Faculty of Dentistry, University of Debrecen, Debrecen, Hungary
| | - Qi Wang
- Department of Oncology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Divya Gopinath
- Basic Medical and Dental Sciences Department, College of Dentistry, Centre of Medical and Bio-allied Health Sciences Research, Ajman University, Ajman, United Arab Emirates.
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Kuźmycz O, Kowalczyk A, Bolanowska A, Drozdzowska A, Lach J, Wierzbińska W, Kluz T, Stączek P. A comprehensive analysis of the uterine microbiome in endometrial cancer patients - identification of Anaerococcus as a potential biomarker and carcinogenic cofactor. Front Cell Infect Microbiol 2025; 15:1511625. [PMID: 39958933 PMCID: PMC11827426 DOI: 10.3389/fcimb.2025.1511625] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2024] [Accepted: 01/02/2025] [Indexed: 02/18/2025] Open
Abstract
Introduction Endometrial cancer (EC) is a significant gynecological malignancy with increasing incidence worldwide. Emerging evidence highlights the role of the uterine microbiome in the pathogenesis of EC. This study aims to characterize the uterine microbiome in EC patients and identify potential microbial biomarkers, with a focus on Anaerococcus as a differentiating taxon. Methods The endocervical canal swabs from patients with EC (n=16) and non-cancerous patients (EM, n=13) were collected. The V3-V4 region of the 16S rRNA gene was sequenced using the Illumina platform. Bioinformatic analyses were performed with QIIME2, and statistical comparisons were conducted to assess differences in microbial composition and diversity. In vitro experiments were conducted to assess the functional impact of Anaerococcus on human uterine fibroblasts, including its ability to adhere to the human cells and induce oxidative stress. Results The α-diversity metrics, including Shannon entropy and observed amplicon sequence variants (ASVs), revealed significantly higher microbial diversity in EC samples compared to EM. Anaerococcus was identified as a key taxon differentiating EC from EM groups, showing a higher relative abundance in EC samples. Functional predictions and in vitro assays indicated that Anaerococcus may contribute to carcinogenesis by inducing reactive oxygen species (ROS) production, and has the high ability to adhere to the human endometrial fibroblasts. Discussion The study provides evidence of distinct microbial signatures in EC, with Anaerococcus emerging as a potential biomarker. The in vitro findings suggest its role in endometrial carcinogenesis, underscoring its potential as a target for future diagnostic and therapeutic applications.
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Affiliation(s)
- Olga Kuźmycz
- Department of Molecular Microbiology, Institute of Microbiology, Biotechnology and Immunology, University of Lodz, Faculty of Biology and Environmental, Protection, Lodz, Poland
| | - Aleksandra Kowalczyk
- Department of Molecular Microbiology, Institute of Microbiology, Biotechnology and Immunology, University of Lodz, Faculty of Biology and Environmental, Protection, Lodz, Poland
| | - Aleksandra Bolanowska
- Department of Gynecology and Obstetrics, Fryderyk Chopin University Hospital No. 1, Rzeszow, Poland
| | - Anna Drozdzowska
- Department of Gynecology and Obstetrics, Fryderyk Chopin University Hospital No. 1, Rzeszow, Poland
| | - Jakub Lach
- Department of Molecular Microbiology, Institute of Microbiology, Biotechnology and Immunology, University of Lodz, Faculty of Biology and Environmental, Protection, Lodz, Poland
- Biobank Lab, Department of Cancer Biology and Epigenetics, University of Lodz, Faculty of Biology and Environmental Protection, Lodz, Poland
| | - Wiktoria Wierzbińska
- Department of Molecular Microbiology, Institute of Microbiology, Biotechnology and Immunology, University of Lodz, Faculty of Biology and Environmental, Protection, Lodz, Poland
- BioMedChem Doctoral School of the University of Lodz and Lodz Institutes of the Polish Academy of Sciences, Lodz, Poland
| | - Tomasz Kluz
- Department of Gynecology and Obstetrics, Fryderyk Chopin University Hospital No. 1, Rzeszow, Poland
- Department of Gynecology, Gynecology Oncology and Obstetrics, Institute of Medical Sciences, Medical College of Rzeszow University, Rzeszow, Poland
| | - Paweł Stączek
- Department of Molecular Microbiology, Institute of Microbiology, Biotechnology and Immunology, University of Lodz, Faculty of Biology and Environmental, Protection, Lodz, Poland
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Jendraszak M, Skibińska I, Kotwicka M, Andrusiewicz M. The elusive male microbiome: revealing the link between the genital microbiota and fertility. Critical review and future perspectives. Crit Rev Clin Lab Sci 2024; 61:559-587. [PMID: 38523477 DOI: 10.1080/10408363.2024.2331489] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Revised: 02/19/2024] [Accepted: 03/13/2024] [Indexed: 03/26/2024]
Abstract
There is a growing focus on understanding the role of the male microbiome in fertility issues. Although research on the bacterial communities within the male reproductive system is in its initial phases, recent discoveries highlight notable variations in the microbiome's composition and abundance across distinct anatomical regions like the skin, foreskin, urethra, and coronary sulcus. To assess the relationship between male genitourinary microbiome and reproduction, we queried various databases, including MEDLINE (available via PubMed), SCOPUS, and Web of Science to obtain evidence-based data. The literature search was conducted using the following terms "gut/intestines microbiome," "genitourinary system microbiome," "microbiome and female/male infertility," "external genital tract microbiome," "internal genital tract microbiome," and "semen microbiome." Fifty-one relevant papers were analyzed, and eleven were strictly semen quality or male fertility related. The male microbiome, especially in the accessory glands like the prostate, seminal vesicles, and bulbourethral glands, has garnered significant interest because of its potential link to male fertility and reproduction. Studies have also found differences in bacterial diversity present in the testicular tissue of normozoospermic men compared to azoospermic suggesting a possible role of bacterial dysbiosis and reproduction. Correlation between the bacterial taxa in the genital microbiota of sexual partners has also been found, and sexual activity can influence the composition of the urogenital microbiota. Exploring the microbial world within the male reproductive system and its influence on fertility opens doors to developing ways to prevent, diagnose, and treat infertility. The present work emphasizes the importance of using consistent methods, conducting long-term studies, and deepening our understanding of how the reproductive tract microbiome works. This helps make research comparable, pinpoint potential interventions, and smoothly apply microbiome insights to real-world clinical practices.
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Affiliation(s)
- Magdalena Jendraszak
- Chair and Department of Cell Biology, Poznan University of Medical Sciences, Poznań, Poland
| | - Izabela Skibińska
- Chair and Department of Cell Biology, Poznan University of Medical Sciences, Poznań, Poland
| | - Małgorzata Kotwicka
- Chair and Department of Cell Biology, Poznan University of Medical Sciences, Poznań, Poland
| | - Mirosław Andrusiewicz
- Chair and Department of Cell Biology, Poznan University of Medical Sciences, Poznań, Poland
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Al-Mattar MA, Al-Zaher M, Al-Salman JS, Mohamed ZSA, Marhoon AZ, Al-Ghasra Z. Diabetic Patient with CA-MRSA Pneumonia and Plasma Cell Neoplasm: A Case Report of Severe Complications and Prognosis. AMERICAN JOURNAL OF CASE REPORTS 2024; 25:e943914. [PMID: 39138845 DOI: 10.12659/ajcr.943914] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/15/2024]
Abstract
BACKGROUND The prevalence of methicillin-resistant Staphylococcus aureus (MRSA) has been increasing in recent years, becoming a cause of community-acquired infection. Interestingly, its role in malignancy recently started to be considered after a noticed increase in reported cases and studies discussing the potential association. CASE REPORT In the present case, the patient had known and uncontrolled diabetes mellitus and a history of multiple abscesses that were previously treated by incision and drainage. The patient received a diagnosis of severe pneumonia, and MRSA was found in blood cultures. Further tests for HIV, hemagglutinin type 1, and neuraminidase type 1 (H1N1) were negative. The D test was also performed for macrolide-inducible resistance and was negative, indicating the need for intravenous administration of clindamycin. An echocardiogram ruled out endocarditis. Subsequently, the patient experienced progressive back pain and weakness involving the lower limbs. A pathological fracture was discovered, along with nerve root compression. An urgent posterior spine fixation was then performed by a neurosurgeon. A biopsy was collected at the site of the pathological fracture, and histopathological tests indicated a plasma cell neoplasm. CONCLUSIONS MRSA is known to cause serious and dangerous infections, including necrotizing pneumonia. Furthermore, a link between MRSA and plasma cell dyscrasia has been considered in several reports. This necessitates the need for further studies to clarify this hidden association, which may help in the course and prognosis of these patients.
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Affiliation(s)
| | - Mona Al-Zaher
- Hematology Consultant, Dammam Medical Complex, Dammam, Saudi Arabia
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Mao XY, Perez-Losada J, Abad M, Rodríguez-González M, Rodríguez CA, Mao JH, Chang H. iCEMIGE: Integration of CEll-morphometrics, MIcrobiome, and GEne biomarker signatures for risk stratification in breast cancers. World J Clin Oncol 2022; 13:616-629. [PMID: 36157157 PMCID: PMC9346422 DOI: 10.5306/wjco.v13.i7.616] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Revised: 04/24/2022] [Accepted: 06/03/2022] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND The development of precision medicine is essential for personalized treatment and improved clinical outcome, whereas biomarkers are critical for the success of precision therapies. AIM To investigate whether iCEMIGE (integration of CEll-morphometrics, MIcro biome, and GEne biomarker signatures) improves risk stratification of breast cancer (BC) patients. METHODS We used our recently developed machine learning technique to identify cellular morphometric biomarkers (CMBs) from the whole histological slide images in The Cancer Genome Atlas (TCGA) breast cancer (TCGA-BRCA) cohort. Multivariate Cox regression was used to assess whether cell-morphometrics prognosis score (CMPS) and our previously reported 12-gene expression prognosis score (GEPS) and 15-microbe abundance prognosis score (MAPS) were independent prognostic factors. iCEMIGE was built upon the sparse representation learning technique. The iCEMIGE scoring model performance was measured by the area under the receiver operating characteristic curve compared to CMPS, GEPS, or MAPS alone. Nomogram models were created to predict overall survival (OS) and progress-free survival (PFS) rates at 5- and 10-year in the TCGA-BRCA cohort. RESULTS We identified 39 CMBs that were used to create a CMPS system in BCs. CMPS, GEPS, and MAPS were found to be significantly independently associated with OS. We then established an iCEMIGE scoring system for risk stratification of BC patients. The iGEMIGE score has a significant prognostic value for OS and PFS independent of clinical factors (age, stage, and estrogen and progesterone receptor status) and PAM50-based molecular subtype. Importantly, the iCEMIGE score significantly increased the power to predict OS and PFS compared to CMPS, GEPS, or MAPS alone. CONCLUSION Our study demonstrates a novel and generic artificial intelligence framework for multimodal data integration toward improving prognosis risk stratification of BC patients, which can be extended to other types of cancer.
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Affiliation(s)
- Xuan-Yu Mao
- Division of Biological Systems and Engineering, Lawrence Berkeley National Laboratory, Berkeley, 94720, United States
| | - Jesus Perez-Losada
- Instituto de Biología Molecular y Celular del Cáncer, Universidad de Salamanca, Salamanca 37007, Spain
| | - Mar Abad
- Department of Pathology, Universidad de Salamanca, Salamanca 37007, Spain
| | | | - Cesar A Rodríguez
- Department of Medical Oncology, Universidad de Salamanca, Salamanca 37007, Spain
| | - Jian-Hua Mao
- Division of Biological Systems and Engineering, Lawrence Berkeley National Laboratory, Berkeley, 94720, United States
| | - Hang Chang
- Division of Biological Systems and Engineering, Lawrence Berkeley National Laboratory, Berkeley, 94720, United States
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