Author Page for Zhengliang Zhang

Disease Types and Pathogenic Mechanisms Induced by Pm2.5 in Five Human Systems: An Analysis Using Omics and Human Disease Databases

Number of pages: 43 Posted: 30 May 2024

shumin zhang, xiaomeng li, liru zhang, Zhengliang Zhang, Xuan Li, yan xing, John Wenger, Xin Long, Zhier Bao, Xin Qi, Yan Han, André S. H. Prévôt, Junji Cao and Yang Chen

North Sichuan Medical College, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Chinese Academy of Medical Sciences - Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Medical Sciences - Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Medical Sciences - Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Medical Sciences - Chongqing Institute of Green and Intelligent Technology, Paul Scherrer Institute (PSI), Chinese Academy of Sciences (CAS) and Chinese Academy of Sciences (CAS) - Chongqing Institutes of Green and Intelligent Technology (CIGIT)

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Abstract:

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Multi-omics Mendelian Randomization Reveals the Causal Association and Mediating Mechanisms of PM2.5 with Depression: A Systematic Study Integrating Transcriptomics, Metabolomics, and Radiomics

Downloads 46 (1,304,549)

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Multi-omics Mendelian Randomization Reveals the Causal Association and Mediating Mechanisms of PM2.5 with Depression: A Systematic Study Integrating Transcriptomics, Metabolomics, and Radiomics

Number of pages: 33 Posted: 20 Feb 2026

Hanyan Wang, Zhengliang Zhang, Jingwen Xian, Hangchi Liu, Ruixi Wang, Sijian Wang, Dongmei Guo and shumin zhang

affiliation not provided to SSRN, affiliation not provided to SSRN, North Sichuan Medical College, North Sichuan Medical College, North Sichuan Medical College, North Sichuan Medical College, affiliation not provided to SSRN and North Sichuan Medical College

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Abstract:

Multi-omics Mendelian Randomization Reveals the Causal Association and Mediating Mechanisms of PM2.5 with Depression: A Systematic Study Integrating Transcriptomics, Metabolomics, and Radiomics

Number of pages: 35 Posted: 18 Mar 2026

Hanyan Wang, Zhengliang Zhang, Jingwen Xian, Hangchi Liu, Ruixi Wang, Sijian Wang, Dongmei Guo and shumin zhang

affiliation not provided to SSRN, affiliation not provided to SSRN, North Sichuan Medical College, North Sichuan Medical College, North Sichuan Medical College, North Sichuan Medical College, affiliation not provided to SSRN and North Sichuan Medical College

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Zhengliang Zhang

affiliation not provided to SSRN

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Scholarly Papers (2)

Disease Types and Pathogenic Mechanisms Induced by Pm2.5 in Five Human Systems: An Analysis Using Omics and Human Disease Databases

Abstract:

Multi-omics Mendelian Randomization Reveals the Causal Association and Mediating Mechanisms of PM2.5 with Depression: A Systematic Study Integrating Transcriptomics, Metabolomics, and Radiomics

Multi-omics Mendelian Randomization Reveals the Causal Association and Mediating Mechanisms of PM2.5 with Depression: A Systematic Study Integrating Transcriptomics, Metabolomics, and Radiomics

Abstract:

Multi-omics Mendelian Randomization Reveals the Causal Association and Mediating Mechanisms of PM2.5 with Depression: A Systematic Study Integrating Transcriptomics, Metabolomics, and Radiomics

Abstract: