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MSdb: An integrated expression atlas of human musculoskeletal system

The global prevalence and burden of musculoskeletal (MSK) disorders are immense. Advancements in next-generation sequencing (NGS) have generated vast amounts of data, accelerating the research of pathological mechanisms and the development of therapeutic approaches for MSK disorders. However, scatte...

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Autores principales: Tian, Ruonan, Xue, Ziwei, Ruan, Dengfeng, Chen, Pengwei, Xu, Yiwen, Dai, Chao, Shen, Weiliang, Ouyang, Hongwei, Liu, Wanlu, Lin, Junxin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10291471/
https://www.ncbi.nlm.nih.gov/pubmed/37378342
http://dx.doi.org/10.1016/j.isci.2023.106933
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author Tian, Ruonan
Xue, Ziwei
Ruan, Dengfeng
Chen, Pengwei
Xu, Yiwen
Dai, Chao
Shen, Weiliang
Ouyang, Hongwei
Liu, Wanlu
Lin, Junxin
author_facet Tian, Ruonan
Xue, Ziwei
Ruan, Dengfeng
Chen, Pengwei
Xu, Yiwen
Dai, Chao
Shen, Weiliang
Ouyang, Hongwei
Liu, Wanlu
Lin, Junxin
author_sort Tian, Ruonan
collection PubMed
description The global prevalence and burden of musculoskeletal (MSK) disorders are immense. Advancements in next-generation sequencing (NGS) have generated vast amounts of data, accelerating the research of pathological mechanisms and the development of therapeutic approaches for MSK disorders. However, scattered datasets across various repositories complicate uniform analysis and comparison. Here, we introduce MSdb, a database for visualization and integrated analysis of next-generation sequencing data from human musculoskeletal system, along with manually curated patient phenotype data. MSdb provides various types of analysis, including sample-level browsing of metadata information, gene/miRNA expression, and single-cell RNA-seq dataset. In addition, MSdb also allows integrated analysis for cross-samples and cross-omics analysis, including customized differentially expressed gene/microRNA analysis, microRNA-gene network, scRNA-seq cross-sample/disease integration, and gene regulatory network analysis. Overall, systematic categorizing, standardized processing, and freely accessible knowledge features MSdb a valuable resource for MSK research community.
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spelling pubmed-102914712023-06-27 MSdb: An integrated expression atlas of human musculoskeletal system Tian, Ruonan Xue, Ziwei Ruan, Dengfeng Chen, Pengwei Xu, Yiwen Dai, Chao Shen, Weiliang Ouyang, Hongwei Liu, Wanlu Lin, Junxin iScience Article The global prevalence and burden of musculoskeletal (MSK) disorders are immense. Advancements in next-generation sequencing (NGS) have generated vast amounts of data, accelerating the research of pathological mechanisms and the development of therapeutic approaches for MSK disorders. However, scattered datasets across various repositories complicate uniform analysis and comparison. Here, we introduce MSdb, a database for visualization and integrated analysis of next-generation sequencing data from human musculoskeletal system, along with manually curated patient phenotype data. MSdb provides various types of analysis, including sample-level browsing of metadata information, gene/miRNA expression, and single-cell RNA-seq dataset. In addition, MSdb also allows integrated analysis for cross-samples and cross-omics analysis, including customized differentially expressed gene/microRNA analysis, microRNA-gene network, scRNA-seq cross-sample/disease integration, and gene regulatory network analysis. Overall, systematic categorizing, standardized processing, and freely accessible knowledge features MSdb a valuable resource for MSK research community. Elsevier 2023-05-18 /pmc/articles/PMC10291471/ /pubmed/37378342 http://dx.doi.org/10.1016/j.isci.2023.106933 Text en © 2023 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Tian, Ruonan
Xue, Ziwei
Ruan, Dengfeng
Chen, Pengwei
Xu, Yiwen
Dai, Chao
Shen, Weiliang
Ouyang, Hongwei
Liu, Wanlu
Lin, Junxin
MSdb: An integrated expression atlas of human musculoskeletal system
title MSdb: An integrated expression atlas of human musculoskeletal system
title_full MSdb: An integrated expression atlas of human musculoskeletal system
title_fullStr MSdb: An integrated expression atlas of human musculoskeletal system
title_full_unstemmed MSdb: An integrated expression atlas of human musculoskeletal system
title_short MSdb: An integrated expression atlas of human musculoskeletal system
title_sort msdb: an integrated expression atlas of human musculoskeletal system
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10291471/
https://www.ncbi.nlm.nih.gov/pubmed/37378342
http://dx.doi.org/10.1016/j.isci.2023.106933
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