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Toward Molecular Stratification and Precision Medicine in Systemic Sclerosis
Systemic sclerosis (SSc), a complex multi-systemic disease characterized by immune dysregulation, vasculopathy and fibrosis, is associated with high mortality. Its pathogenesis is only partially understood. The heterogenous pathological processes that define SSc and its stages present a challenge to...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9279904/ https://www.ncbi.nlm.nih.gov/pubmed/35847779 http://dx.doi.org/10.3389/fmed.2022.911977 |
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author | Noviani, Maria Chellamuthu, Vasuki Ranjani Albani, Salvatore Low, Andrea Hsiu Ling |
author_facet | Noviani, Maria Chellamuthu, Vasuki Ranjani Albani, Salvatore Low, Andrea Hsiu Ling |
author_sort | Noviani, Maria |
collection | PubMed |
description | Systemic sclerosis (SSc), a complex multi-systemic disease characterized by immune dysregulation, vasculopathy and fibrosis, is associated with high mortality. Its pathogenesis is only partially understood. The heterogenous pathological processes that define SSc and its stages present a challenge to targeting appropriate treatment, with differing treatment outcomes of SSc patients despite similar initial clinical presentations. Timing of the appropriate treatments targeted at the underlying disease process is critical. For example, immunomodulatory treatments may be used for patients in a predominantly inflammatory phase, anti-fibrotic treatments for those in the fibrotic phase, or combination therapies for those in the fibro-inflammatory phase. In advancing personalized care through precision medicine, groups of patients with similar disease characteristics and shared pathological processes may be identified through molecular stratification. This would improve current clinical sub-setting systems and guide personalization of therapies. In this review, we will provide updates in SSc clinical and molecular stratification in relation to patient outcomes and treatment responses. Promises of molecular stratification through advances in high-dimensional tools, including omic-based stratification (transcriptomics, genomics, epigenomics, proteomics, cytomics, microbiomics) and machine learning will be discussed. Innovative and more granular stratification systems that integrate molecular characteristics to clinical phenotypes would potentially improve therapeutic approaches through personalized medicine and lead to better patient outcomes. |
format | Online Article Text |
id | pubmed-9279904 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-92799042022-07-15 Toward Molecular Stratification and Precision Medicine in Systemic Sclerosis Noviani, Maria Chellamuthu, Vasuki Ranjani Albani, Salvatore Low, Andrea Hsiu Ling Front Med (Lausanne) Medicine Systemic sclerosis (SSc), a complex multi-systemic disease characterized by immune dysregulation, vasculopathy and fibrosis, is associated with high mortality. Its pathogenesis is only partially understood. The heterogenous pathological processes that define SSc and its stages present a challenge to targeting appropriate treatment, with differing treatment outcomes of SSc patients despite similar initial clinical presentations. Timing of the appropriate treatments targeted at the underlying disease process is critical. For example, immunomodulatory treatments may be used for patients in a predominantly inflammatory phase, anti-fibrotic treatments for those in the fibrotic phase, or combination therapies for those in the fibro-inflammatory phase. In advancing personalized care through precision medicine, groups of patients with similar disease characteristics and shared pathological processes may be identified through molecular stratification. This would improve current clinical sub-setting systems and guide personalization of therapies. In this review, we will provide updates in SSc clinical and molecular stratification in relation to patient outcomes and treatment responses. Promises of molecular stratification through advances in high-dimensional tools, including omic-based stratification (transcriptomics, genomics, epigenomics, proteomics, cytomics, microbiomics) and machine learning will be discussed. Innovative and more granular stratification systems that integrate molecular characteristics to clinical phenotypes would potentially improve therapeutic approaches through personalized medicine and lead to better patient outcomes. Frontiers Media S.A. 2022-06-30 /pmc/articles/PMC9279904/ /pubmed/35847779 http://dx.doi.org/10.3389/fmed.2022.911977 Text en Copyright © 2022 Noviani, Chellamuthu, Albani and Low. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Medicine Noviani, Maria Chellamuthu, Vasuki Ranjani Albani, Salvatore Low, Andrea Hsiu Ling Toward Molecular Stratification and Precision Medicine in Systemic Sclerosis |
title | Toward Molecular Stratification and Precision Medicine in Systemic Sclerosis |
title_full | Toward Molecular Stratification and Precision Medicine in Systemic Sclerosis |
title_fullStr | Toward Molecular Stratification and Precision Medicine in Systemic Sclerosis |
title_full_unstemmed | Toward Molecular Stratification and Precision Medicine in Systemic Sclerosis |
title_short | Toward Molecular Stratification and Precision Medicine in Systemic Sclerosis |
title_sort | toward molecular stratification and precision medicine in systemic sclerosis |
topic | Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9279904/ https://www.ncbi.nlm.nih.gov/pubmed/35847779 http://dx.doi.org/10.3389/fmed.2022.911977 |
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