Jonas Holdmann, Lukas Markert, Claudia Klinger, Michael Kaufmann, Karin Schork, Michael Turewicz, Martin Eisenacher, Stephan Degener, Nici M Dreger, Stephan Roth, Andreas Savelsbergh
{"title":"MicroRNAs from urinary exosomes as alternative biomarkers in the differentiation of benign and malignant prostate diseases.","authors":"Jonas Holdmann, Lukas Markert, Claudia Klinger, Michael Kaufmann, Karin Schork, Michael Turewicz, Martin Eisenacher, Stephan Degener, Nici M Dreger, Stephan Roth, Andreas Savelsbergh","doi":"10.33393/jcb.2022.2317","DOIUrl":null,"url":null,"abstract":"ABSTRACT Introduction: Prostate cancer (PCa) is the second most frequently diagnosed cancer and the fifth most cancer-related cause of death worldwide. Various tools are used in the diagnosis of PCa, such as the Prostate-Specific Antigen (PSA) value or digital rectal examination. A final differentiation from benign prostate diseases such as benign prostatic hyperplasia (BPH) can often only be made by a transrectal prostate biopsy. This procedure carries post-procedural complications for the patients and may lead to hospitalization. Urinary exosomes contain unique components, such as microRNAs (miRNAs) with information about their original tissue. As miRNAs appear to play a role in the development of PCa, they might be useful to develop procedures that could potentially make transrectal biopsies avoidable in certain situations. Methods: The current study aimed to investigate whether miRNAs from urinary exosomes can be used to differentiate PCa from BPH. For this purpose, urine samples from 28 patients with PCa and 25 patients with BPH were collected and analysed using next-generation sequencing to obtain expression profiles. Results and conclusion: The two miRNAs hsa-miR-532-3p and hsa-miR-6749-5p showed a significant differential expression within the group of patients with PCa in a training subset of the data containing 32 patients. They were further validated on the independent test data subset containing 20 patients. Additionally, a machine learning algorithm was used to generate a miRNA pattern to distinguish the two disease entities. Both approaches seem to be suitable for the search of alternative diagnostic tools for the differentiation of benign and malignant prostate diseases.","PeriodicalId":37524,"journal":{"name":"Journal of Circulating Biomarkers","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2022-02-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/7f/55/jcb-11-5.PMC8844910.pdf","citationCount":"7","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Circulating Biomarkers","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.33393/jcb.2022.2317","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2022/1/1 0:00:00","PubModel":"eCollection","JCR":"Q3","JCRName":"Medicine","Score":null,"Total":0}
引用次数: 7
Abstract
ABSTRACT Introduction: Prostate cancer (PCa) is the second most frequently diagnosed cancer and the fifth most cancer-related cause of death worldwide. Various tools are used in the diagnosis of PCa, such as the Prostate-Specific Antigen (PSA) value or digital rectal examination. A final differentiation from benign prostate diseases such as benign prostatic hyperplasia (BPH) can often only be made by a transrectal prostate biopsy. This procedure carries post-procedural complications for the patients and may lead to hospitalization. Urinary exosomes contain unique components, such as microRNAs (miRNAs) with information about their original tissue. As miRNAs appear to play a role in the development of PCa, they might be useful to develop procedures that could potentially make transrectal biopsies avoidable in certain situations. Methods: The current study aimed to investigate whether miRNAs from urinary exosomes can be used to differentiate PCa from BPH. For this purpose, urine samples from 28 patients with PCa and 25 patients with BPH were collected and analysed using next-generation sequencing to obtain expression profiles. Results and conclusion: The two miRNAs hsa-miR-532-3p and hsa-miR-6749-5p showed a significant differential expression within the group of patients with PCa in a training subset of the data containing 32 patients. They were further validated on the independent test data subset containing 20 patients. Additionally, a machine learning algorithm was used to generate a miRNA pattern to distinguish the two disease entities. Both approaches seem to be suitable for the search of alternative diagnostic tools for the differentiation of benign and malignant prostate diseases.
期刊介绍:
Journal of Circulating Biomarkers is an international, peer-reviewed, open access scientific journal focusing on all aspects of the rapidly growing field of circulating blood-based biomarkers and diagnostics using circulating protein and lipid markers, circulating tumor cells (CTC), circulating cell-free DNA (cfDNA) and extracellular vesicles, including exosomes, microvesicles, microparticles, ectosomes and apoptotic bodies. The journal publishes high-impact articles that deal with all fields related to circulating biomarkers and diagnostics, ranging from basic science to translational and clinical applications. Papers from a wide variety of disciplines are welcome; interdisciplinary studies are especially suitable for this journal. Included within the scope are a broad array of specialties including (but not limited to) cancer, immunology, neurology, metabolic diseases, cardiovascular medicine, regenerative medicine, nosology, physiology, pathology, technological applications in diagnostics, therapeutics, vaccine, drug delivery, regenerative medicine, drug development and clinical trials. The journal also hosts reviews, perspectives and news on specific topics.