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Perspectives for systems biology in the management of tuberculosis
Research Center Borstel, Borstel, Germany; German Center for Infection Research, Borstel, Germany; International Health/Infectious Diseases, University of Lübeck, Lübeck, Germany.
Research Center Borstel, Borstel, Germany; German Center for Infection Research, Borstel, Germany; International Health/Infectious Diseases, University of Lübeck, Lübeck, Germany.
Research Institute Germans Trias i Pujol, CIBER Respiratory Diseases, Universitat Autònoma de Barcelona, Badalona, Spain.
Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, TX, Houston, United States; Molecular and Cellular Biology, Center for Precision Environmental health, Baylor College of Medicine, TX, Houston, United States.
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2021 (English)In: European Respiratory Review, ISSN 0905-9180, E-ISSN 1600-0617, Vol. 30, no 160Article, review/survey (Refereed) Published
Abstract [en]

Standardised management of tuberculosis may soon be replaced by individualised, precision medicine-guided therapies informed with knowledge provided by the field of systems biology. Systems biology is a rapidly expanding field of computational and mathematical analysis and modelling of complex biological systems that can provide insights into mechanisms underlying tuberculosis, identify novel biomarkers, and help to optimise prevention, diagnosis and treatment of disease. These advances are critically important in the context of the evolving epidemic of drug-resistant tuberculosis. Here, we review the available evidence on the role of systems biology approaches - human and mycobacterial genomics and transcriptomics, proteomics, lipidomics/metabolomics, immunophenotyping, systems pharmacology and gut microbiomes - in the management of tuberculosis including prediction of risk for disease progression, severity of mycobacterial virulence and drug resistance, adverse events, comorbidities, response to therapy and treatment outcomes. Application of the Grading of Recommendations, Assessment, Development and Evaluation (GRADE) approach demonstrated that at present most of the studies provide "very low" certainty of evidence for answering clinically relevant questions. Further studies in large prospective cohorts of patients, including randomised clinical trials, are necessary to assess the applicability of the findings in tuberculosis prevention and more efficient clinical management of patients.

Place, publisher, year, edition, pages
2021. Vol. 30, no 160
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Respiratory Medicine and Allergy
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URN: urn:nbn:se:umu:diva-184203DOI: 10.1183/16000617.0377-2020ISI: 000672820600014Scopus ID: 2-s2.0-85106866948OAI: oai:DiVA.org:umu-184203DiVA, id: diva2:1565726
Available from: 2021-06-14 Created: 2021-06-14 Last updated: 2023-09-05Bibliographically approved

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Rzhepishevska, Olena I

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