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Single-cell omics: A new direction for functional genetic research in human diseases and animal models

Over the past decade, with the development of high-throughput single-cell sequencing technology, single-cell omics has been emerged as a powerful tool to understand the molecular basis of cellular mechanisms and refine our knowledge of diverse cell states. They can reveal the heterogeneity at differ...

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Autores principales: Kong, Siyuan, Li, Rongrong, Tian, Yunhan, Zhang, Yaqiu, Lu, Yuhui, Ou, Qiaoer, Gao, Peiwen, Li, Kui, Zhang, Yubo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9846559/
https://www.ncbi.nlm.nih.gov/pubmed/36685871
http://dx.doi.org/10.3389/fgene.2022.1100016
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author Kong, Siyuan
Li, Rongrong
Tian, Yunhan
Zhang, Yaqiu
Lu, Yuhui
Ou, Qiaoer
Gao, Peiwen
Li, Kui
Zhang, Yubo
author_facet Kong, Siyuan
Li, Rongrong
Tian, Yunhan
Zhang, Yaqiu
Lu, Yuhui
Ou, Qiaoer
Gao, Peiwen
Li, Kui
Zhang, Yubo
author_sort Kong, Siyuan
collection PubMed
description Over the past decade, with the development of high-throughput single-cell sequencing technology, single-cell omics has been emerged as a powerful tool to understand the molecular basis of cellular mechanisms and refine our knowledge of diverse cell states. They can reveal the heterogeneity at different genetic layers and elucidate their associations by multiple omics analysis, providing a more comprehensive genetic map of biological regulatory networks. In the post-GWAS era, the molecular biological mechanisms influencing human diseases will be further elucidated by single-cell omics. This review mainly summarizes the development and trend of single-cell omics. This involves single-cell omics technologies, single-cell multi-omics technologies, multiple omics data integration methods, applications in various human organs and diseases, classic laboratory cell lines, and animal disease models. The review will reveal some perspectives for elucidating human diseases and constructing animal models.
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spelling pubmed-98465592023-01-19 Single-cell omics: A new direction for functional genetic research in human diseases and animal models Kong, Siyuan Li, Rongrong Tian, Yunhan Zhang, Yaqiu Lu, Yuhui Ou, Qiaoer Gao, Peiwen Li, Kui Zhang, Yubo Front Genet Genetics Over the past decade, with the development of high-throughput single-cell sequencing technology, single-cell omics has been emerged as a powerful tool to understand the molecular basis of cellular mechanisms and refine our knowledge of diverse cell states. They can reveal the heterogeneity at different genetic layers and elucidate their associations by multiple omics analysis, providing a more comprehensive genetic map of biological regulatory networks. In the post-GWAS era, the molecular biological mechanisms influencing human diseases will be further elucidated by single-cell omics. This review mainly summarizes the development and trend of single-cell omics. This involves single-cell omics technologies, single-cell multi-omics technologies, multiple omics data integration methods, applications in various human organs and diseases, classic laboratory cell lines, and animal disease models. The review will reveal some perspectives for elucidating human diseases and constructing animal models. Frontiers Media S.A. 2023-01-04 /pmc/articles/PMC9846559/ /pubmed/36685871 http://dx.doi.org/10.3389/fgene.2022.1100016 Text en Copyright © 2023 Kong, Li, Tian, Zhang, Lu, Ou, Gao, Li and Zhang. 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 Genetics
Kong, Siyuan
Li, Rongrong
Tian, Yunhan
Zhang, Yaqiu
Lu, Yuhui
Ou, Qiaoer
Gao, Peiwen
Li, Kui
Zhang, Yubo
Single-cell omics: A new direction for functional genetic research in human diseases and animal models
title Single-cell omics: A new direction for functional genetic research in human diseases and animal models
title_full Single-cell omics: A new direction for functional genetic research in human diseases and animal models
title_fullStr Single-cell omics: A new direction for functional genetic research in human diseases and animal models
title_full_unstemmed Single-cell omics: A new direction for functional genetic research in human diseases and animal models
title_short Single-cell omics: A new direction for functional genetic research in human diseases and animal models
title_sort single-cell omics: a new direction for functional genetic research in human diseases and animal models
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9846559/
https://www.ncbi.nlm.nih.gov/pubmed/36685871
http://dx.doi.org/10.3389/fgene.2022.1100016
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