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Torres Moral T, Sanchez-Niubo A, Monistrol-Mula A, Gerardi C, Banzi R, Garcia P, Demotes-Mainard J, Haro JM. Methods for Stratification and Validation Cohorts: A Scoping Review. J Pers Med 2022; 12:688. [PMID: 35629113 PMCID: PMC9144352 DOI: 10.3390/jpm12050688] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Revised: 03/31/2022] [Accepted: 04/15/2022] [Indexed: 12/12/2022] Open
Abstract
Personalized medicine requires large cohorts for patient stratification and validation of patient clustering. However, standards and harmonized practices on the methods and tools to be used for the design and management of cohorts in personalized medicine remain to be defined. This study aims to describe the current state-of-the-art in this area. A scoping review was conducted searching in PubMed, EMBASE, Web of Science, Psycinfo and Cochrane Library for reviews about tools and methods related to cohorts used in personalized medicine. The search focused on cancer, stroke and Alzheimer's disease and was limited to reports in English, French, German, Italian and Spanish published from 2005 to April 2020. The screening process was reported through a PRISMA flowchart. Fifty reviews were included, mostly including information about how data were generated (25/50) and about tools used for data management and analysis (24/50). No direct information was found about the quality of data and the requirements to monitor associated clinical data. A scarcity of information and standards was found in specific areas such as sample size calculation. With this information, comprehensive guidelines could be developed in the future to improve the reproducibility and robustness in the design and management of cohorts in personalized medicine studies.
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Affiliation(s)
- Teresa Torres Moral
- Research and Development Unit, Parc Sanitari Sant Joan de Déu, 08830 Barcelona, Spain; (T.T.M.); (A.M.-M.); (J.M.H.)
- Melanoma Unit, Dermatology Department, August Pi i Sunyer Biomedical Research Institute (IDIBAPS) and Hospital Clínic, 08036 Barcelona, Spain
- Center for Networked Biomedical Research on Rare Diseases (CIBERER), Carlos III Health Institute, 28029 Madrid, Spain
| | - Albert Sanchez-Niubo
- Research and Development Unit, Parc Sanitari Sant Joan de Déu, 08830 Barcelona, Spain; (T.T.M.); (A.M.-M.); (J.M.H.)
- Center for Networked Biomedical Research on Mental Health (CIBERSAM), Carlos III Health Institute, 28029 Madrid, Spain
- Department of Social Psychology and Quantitative Psychology, University of Barcelona, 08028 Barcelona, Spain
| | - Anna Monistrol-Mula
- Research and Development Unit, Parc Sanitari Sant Joan de Déu, 08830 Barcelona, Spain; (T.T.M.); (A.M.-M.); (J.M.H.)
| | - Chiara Gerardi
- Centre for Health Regulatory Policies, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, 20156 Milan, Italy; (C.G.); (R.B.)
| | - Rita Banzi
- Centre for Health Regulatory Policies, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, 20156 Milan, Italy; (C.G.); (R.B.)
| | - Paula Garcia
- ECRIN, European Clinical Research Infrastructure Network, 75013 Paris, France; (P.G.); (J.D.-M.)
| | - Jacques Demotes-Mainard
- ECRIN, European Clinical Research Infrastructure Network, 75013 Paris, France; (P.G.); (J.D.-M.)
| | - Josep Maria Haro
- Research and Development Unit, Parc Sanitari Sant Joan de Déu, 08830 Barcelona, Spain; (T.T.M.); (A.M.-M.); (J.M.H.)
- Center for Networked Biomedical Research on Mental Health (CIBERSAM), Carlos III Health Institute, 28029 Madrid, Spain
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Ravikumar Y, Begum RF, Velmurugan R. Oxalobacter formigenes reduce the risk of kidney stones in patients exposed to oral antibiotics: a case-control study. Int Urol Nephrol 2021; 53:13-20. [PMID: 32880090 DOI: 10.1007/s11255-020-02627-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Accepted: 08/29/2020] [Indexed: 12/01/2022]
Abstract
This is the first prospective study to investigate the association between kidney stones, bone mineral density, serum testosterone, colon cancer and O. formigenes colonization. 40 kidney stone patients and 85 controls were enrolled. O. formigenes colonization was established. BMD was examined from T- and Z-scores using dual energy absorptiometry. O. formigenes was found in 28 of 40 cases and 80 of 85 controls. BMD was significantly reduced in patients (p < 0.05). The evaluation revealed a significant association between lowered O. formigenes colonization and low testosterone. Urinary calcium and oxalates levels were greater in patient. Serum testosterone and urinary citrate concentrations was reduced in patients with a significant difference. Also an association between O. formigenes and colon cancer was noted. Absence of O. formigenes might stand for a pathogenic factor in calcium oxalate stone, low bone mineral density, low testosterone levels and also colon cancer, when antibiotics are prescribed generously.
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Affiliation(s)
- Yamuna Ravikumar
- Department of Pharmacology, School of Pharmaceutical Sciences, Vels Institute of Science Technology and Advanced Studies, Chennai, 600 017, India
| | - Rukaiah Fatma Begum
- Department of Pharmacology, School of Pharmaceutical Sciences, Vels Institute of Science Technology and Advanced Studies, Chennai, 600 017, India
| | - Ramaiyan Velmurugan
- Department of Pharmacology, School of Pharmaceutical Sciences, Vels Institute of Science Technology and Advanced Studies, Chennai, 600 017, India.
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Deo PN, Deshmukh R. Oral microbiome and oral cancer - The probable nexus. J Oral Maxillofac Pathol 2020; 24:361-367. [PMID: 33456248 PMCID: PMC7802843 DOI: 10.4103/jomfp.jomfp_20_20] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2020] [Revised: 05/18/2020] [Accepted: 06/08/2020] [Indexed: 01/15/2023] Open
Abstract
Oral squamous cell carcinoma is one of the most common malignancies and is the leading cause of morbidity and mortality. The known risk factors for oral cancer are tobacco, alcohol consumption and betel quid chewing. Nutritional deficiencies and certain microorganisms are also associated with oral cancer. Oral cavity is a host to numerous microorganisms, majority of which are bacterial communities along with fungi and viruses. A possibility of the dysregulation of the oral microbiome cannot be ignored. Oral microbiome is defined as the collective genome of microorganisms that reside in the oral cavity. With the development of culture-independent techniques, the detection and identification of the bacteria which cannot be cultured has become possible. Revolution in technology has led to increased research in this area in an attempt to find the role of microbiome in health and disease. Before identifying the exact role the microbiome plays in the development of oral cancer, it is essential to profile the microbiome in healthy individuals and patients with oral cancer. It is essential to note that oral cancer may sometimes occur without any habit too!! This article is an attempt to review the role of oral microbiome in oral cancer with a focus on the bacteriome, its related studies and in brief about the omics technologies in understanding the microbiome.
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Affiliation(s)
- Priya Nimish Deo
- Department of Oral Pathology and Microbiology, Bharati Vidyapeeth (Deemed to be) University, Dental College and Hospital, Pune, Maharashtra, India
| | - Revati Deshmukh
- Department of Oral Pathology and Microbiology, Bharati Vidyapeeth (Deemed to be) University, Dental College and Hospital, Pune, Maharashtra, India
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Abstract
The interaction between drug use, the microbiome, and the host is complex and multidimensional. Drugs and the microbiota may be risk factors or protective factors for disease. These interactions may explain interpersonal variations in drug efficacy and toxicity, but also interpersonal variations in microbiota composition and functioning, and potential (long-term) side effects from drugs.
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Affiliation(s)
- Nele Brusselaers
- Centre for Translational Microbiome Research, Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Visionsgatan 4, Stockholm 17177, Sweden; Science for Life Laboratory, Tomtebodavägen 23a, Stockholm 171 65, Sweden.
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Chattopadhyay I, Verma M, Panda M. Role of Oral Microbiome Signatures in Diagnosis and Prognosis of Oral Cancer. Technol Cancer Res Treat 2019; 18:1533033819867354. [PMID: 31370775 PMCID: PMC6676258 DOI: 10.1177/1533033819867354] [Citation(s) in RCA: 239] [Impact Index Per Article: 39.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2019] [Revised: 06/15/2019] [Accepted: 06/27/2019] [Indexed: 12/11/2022] Open
Abstract
Despite advancement in cancer treatment, oral cancer has a poor prognosis and is often detected at late stage. To overcome these challenges, investigators should search for early diagnostic and prognostic biomarkers. More than 700 bacterial species reside in the oral cavity. The oral microbiome population varies by saliva and different habitats of oral cavity. Tobacco, alcohol, and betel nut, which are causative factors of oral cancer, may alter the oral microbiome composition. Both pathogenic and commensal strains of bacteria have significantly contributed to oral cancer. Numerous bacterial species in the oral cavity are involved in chronic inflammation that lead to development of oral carcinogenesis. Bacterial products and its metabolic by-products may induce permanent genetic alterations in epithelial cells of the host that drive proliferation and/or survival of epithelial cells. Porphyromonas gingivalis and Fusobacterium nucleatum induce production of inflammatory cytokines, cell proliferation, and inhibition of apoptosis, cellular invasion, and migration thorough host cell genomic alterations. Recent advancement in metagenomic technologies may be useful in identifying oral cancer-related microbiome, their genomes, virulence properties, and their interaction with host immunity. It is very important to address which bacterial species is responsible for driving oral carcinogenesis. Alteration in the oral commensal microbial communities have potential application as a diagnostic tool to predict oral squamous cell carcinoma. Clinicians should be aware that the protective properties of the resident microflora are beneficial to define treatment strategies. To develop highly precise and effective therapeutic approaches, identification of specific oral microbiomes may be required. In this review, we narrate the role of microbiome in the progression of oral cancer and its role as an early diagnostic and prognostic biomarker for oral cancer.
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Affiliation(s)
- Indranil Chattopadhyay
- Department of Life Sciences, Central University of Tamil Nadu, Thiruvarur, Tamil Nadu, India
| | - Mukesh Verma
- Epidemiology and Genomics Research Program, Division of Cancer Control and Population Sciences, National Cancer Institute, National Institutes of Health, Rockville, MD, USA
| | - Madhusmita Panda
- Department of Life Sciences, Central University of Tamil Nadu, Thiruvarur, Tamil Nadu, India
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Gut microbiome of Moroccan colorectal cancer patients. Med Microbiol Immunol 2018; 207:211-225. [PMID: 29687353 PMCID: PMC6096775 DOI: 10.1007/s00430-018-0542-5] [Citation(s) in RCA: 51] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2017] [Accepted: 03/24/2018] [Indexed: 12/18/2022]
Abstract
Although colorectal cancer is the third leading cause of death in Morocco, there are no studies of the microbiome changes associated with the disease in the Moroccan population. The aim of our study was to compare the stool microbiome of Moroccan cancer patients with healthy individuals. We analyzed the microbiome composition of samples from 11 CRC patients and 12 healthy individuals by 16S rRNA amplicon sequencing. Principal coordinate analysis of samples revealed defined cancer versus healthy clusters. Our findings showed that cancer samples had higher proportions of Firmicutes (T = 50.5%; N = 28.4%; p = 0.04), specifically of Clostridia (T = 48.3%; N = 19.0%; p = 0.002), and Fusobacteria (T = 0.1%; N = 0.0%; p = 0.02), especially of Fusobacteriia (T = 0.1%; N = 0.0%; p = 0.02), while Bacteroidetes were enriched in healthy samples (T = 35.1%; N = 62.8%; p = 0.06), particularly the class Bacteroidia (T = 35.1%; N = 62.6%; p = 0.06). Porphyromonas, Clostridium, Ruminococcus, Selenomonas, and Fusobacterium were significantly overrepresented in diseased patients, similarly to other studies. Predicted functional information showed that bacterial motility proteins, flagellar assembly, and fatty acid biosynthesis metabolism were significantly overrepresented in cancer patients, while amino acid metabolism and glycan biosynthesis were overrepresented in controls. This suggests that involvement of these functional metagenomes is similar and relevant in the carcinogenesis process, independent of the origin of the samples. Results from this study allowed identification of bacterial taxa relevant to the Moroccan population and encourages larger studies to facilitate population-directed therapeutic approaches.
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