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Identifying critical transitions in complex diseases
Mortality and the burden of diseases worldwide continue to reach substantial numbers with societal development and urbanization. In the face of decline in human health, early detection of complex diseases is indispensable, albeit challenging. In this review, we document the research carried out thus...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer India
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9018973/ https://www.ncbi.nlm.nih.gov/pubmed/36210727 http://dx.doi.org/10.1007/s12038-022-00258-7 |
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author | Deb, Smita Bhandary, Subhendu Sinha, Sudipta Kumar Jolly, Mohit Kumar Dutta, Partha Sharathi |
author_facet | Deb, Smita Bhandary, Subhendu Sinha, Sudipta Kumar Jolly, Mohit Kumar Dutta, Partha Sharathi |
author_sort | Deb, Smita |
collection | PubMed |
description | Mortality and the burden of diseases worldwide continue to reach substantial numbers with societal development and urbanization. In the face of decline in human health, early detection of complex diseases is indispensable, albeit challenging. In this review, we document the research carried out thus far on the appearance of complex diseases marked by a critical transition or a sudden shift from a healthy state to a disease state. The theory of resilience and critical slowing down can provide practical tools to forecast the onset of various fatal and perpetuating diseases. However, critical transitions in diseases across diverse temporal and spatial scales may not always be preceded by critical slowing down. In this backdrop, an in-depth study of the underlying molecular mechanisms provides dynamic network biomarkers that can forecast potential critical transitions. We have put together the theory of complex diseases and resilience, and have discussed the need for advanced research in developing early warning signals in the field of medicine and health care. We conclude the review with a few open questions and prospects for research in this emerging field. |
format | Online Article Text |
id | pubmed-9018973 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer India |
record_format | MEDLINE/PubMed |
spelling | pubmed-90189732022-04-20 Identifying critical transitions in complex diseases Deb, Smita Bhandary, Subhendu Sinha, Sudipta Kumar Jolly, Mohit Kumar Dutta, Partha Sharathi J Biosci Review Mortality and the burden of diseases worldwide continue to reach substantial numbers with societal development and urbanization. In the face of decline in human health, early detection of complex diseases is indispensable, albeit challenging. In this review, we document the research carried out thus far on the appearance of complex diseases marked by a critical transition or a sudden shift from a healthy state to a disease state. The theory of resilience and critical slowing down can provide practical tools to forecast the onset of various fatal and perpetuating diseases. However, critical transitions in diseases across diverse temporal and spatial scales may not always be preceded by critical slowing down. In this backdrop, an in-depth study of the underlying molecular mechanisms provides dynamic network biomarkers that can forecast potential critical transitions. We have put together the theory of complex diseases and resilience, and have discussed the need for advanced research in developing early warning signals in the field of medicine and health care. We conclude the review with a few open questions and prospects for research in this emerging field. Springer India 2022-04-20 2022 /pmc/articles/PMC9018973/ /pubmed/36210727 http://dx.doi.org/10.1007/s12038-022-00258-7 Text en © Indian Academy of Sciences 2022 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Review Deb, Smita Bhandary, Subhendu Sinha, Sudipta Kumar Jolly, Mohit Kumar Dutta, Partha Sharathi Identifying critical transitions in complex diseases |
title | Identifying critical transitions in complex diseases |
title_full | Identifying critical transitions in complex diseases |
title_fullStr | Identifying critical transitions in complex diseases |
title_full_unstemmed | Identifying critical transitions in complex diseases |
title_short | Identifying critical transitions in complex diseases |
title_sort | identifying critical transitions in complex diseases |
topic | Review |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9018973/ https://www.ncbi.nlm.nih.gov/pubmed/36210727 http://dx.doi.org/10.1007/s12038-022-00258-7 |
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