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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...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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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. |
format | Online Article Text |
id | pubmed-10291471 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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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