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Human forebrain organoids-based multi-omics analyses reveal PCCB’s regulation on GABAergic system contributing to schizophrenia
Identifying genes whose expression is associated with schizophrenia (SCZ) risk by transcriptome-wide association studies (TWAS) facilitates downstream experimental studies. Here, we integrated multiple published datasets of TWAS (including FUSION, PrediXcan, summary-data-based Mendelian randomizatio...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Journal Experts
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10081387/ https://www.ncbi.nlm.nih.gov/pubmed/37034773 http://dx.doi.org/10.21203/rs.3.rs-2674668/v1 |
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author | Zhang, Wendiao Zhang, Ming Xu, Zhenhong Yan, Hongye Wang, Huimin Jiang, Jiamei Wan, Juan Tang, Beisha Liu, Chunyu Chen, Chao Meng, Qingtuan |
author_facet | Zhang, Wendiao Zhang, Ming Xu, Zhenhong Yan, Hongye Wang, Huimin Jiang, Jiamei Wan, Juan Tang, Beisha Liu, Chunyu Chen, Chao Meng, Qingtuan |
author_sort | Zhang, Wendiao |
collection | PubMed |
description | Identifying genes whose expression is associated with schizophrenia (SCZ) risk by transcriptome-wide association studies (TWAS) facilitates downstream experimental studies. Here, we integrated multiple published datasets of TWAS (including FUSION, PrediXcan, summary-data-based Mendelian randomization (SMR), joint-tissue imputation approach with Mendelian randomization (MR-JTI)), gene coexpression, and differential gene expression analysis to prioritize SCZ candidate genes for functional study. Convergent evidence prioritized Propionyl-CoA Carboxylase Subunit Beta (PCCB), a nuclear-encoded mitochondrial gene, as an SCZ risk gene. However, the PCCB’s contribution to SCZ risk has not been investigated before. Using dual luciferase reporter assay, we identified that SCZ-associated SNP rs35874192, an eQTL SNP for PCCB, showed differential allelic effects on transcriptional activities. PCCB knockdown in human forebrain organoids (hFOs) followed by RNA-seq revealed dysregulation of genes enriched with multiple neuronal functions including gamma-aminobutyric acid (GABA)-ergic synapse, as well as genes dysregulated in postmortem brains of SCZ patients or in cerebral organoids derived from SCZ patients. The metabolomic and mitochondrial function analyses confirmed the deceased GABA levels resulted from reduced tricarboxylic acid cycle in PCCB knockdown hFOs. Multielectrode array recording analysis showed that PCCB knockdown in hFOs resulted into SCZ-related phenotypes including hyper-neuroactivities and decreased synchronization of neural network. In summary, this study utilized hFOs-based multi-omics data and revealed that PCCB downregulation may contribute to SCZ risk through regulating GABAergic system, highlighting the mitochondrial function in SCZ. |
format | Online Article Text |
id | pubmed-10081387 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Journal Experts |
record_format | MEDLINE/PubMed |
spelling | pubmed-100813872023-04-08 Human forebrain organoids-based multi-omics analyses reveal PCCB’s regulation on GABAergic system contributing to schizophrenia Zhang, Wendiao Zhang, Ming Xu, Zhenhong Yan, Hongye Wang, Huimin Jiang, Jiamei Wan, Juan Tang, Beisha Liu, Chunyu Chen, Chao Meng, Qingtuan Res Sq Article Identifying genes whose expression is associated with schizophrenia (SCZ) risk by transcriptome-wide association studies (TWAS) facilitates downstream experimental studies. Here, we integrated multiple published datasets of TWAS (including FUSION, PrediXcan, summary-data-based Mendelian randomization (SMR), joint-tissue imputation approach with Mendelian randomization (MR-JTI)), gene coexpression, and differential gene expression analysis to prioritize SCZ candidate genes for functional study. Convergent evidence prioritized Propionyl-CoA Carboxylase Subunit Beta (PCCB), a nuclear-encoded mitochondrial gene, as an SCZ risk gene. However, the PCCB’s contribution to SCZ risk has not been investigated before. Using dual luciferase reporter assay, we identified that SCZ-associated SNP rs35874192, an eQTL SNP for PCCB, showed differential allelic effects on transcriptional activities. PCCB knockdown in human forebrain organoids (hFOs) followed by RNA-seq revealed dysregulation of genes enriched with multiple neuronal functions including gamma-aminobutyric acid (GABA)-ergic synapse, as well as genes dysregulated in postmortem brains of SCZ patients or in cerebral organoids derived from SCZ patients. The metabolomic and mitochondrial function analyses confirmed the deceased GABA levels resulted from reduced tricarboxylic acid cycle in PCCB knockdown hFOs. Multielectrode array recording analysis showed that PCCB knockdown in hFOs resulted into SCZ-related phenotypes including hyper-neuroactivities and decreased synchronization of neural network. In summary, this study utilized hFOs-based multi-omics data and revealed that PCCB downregulation may contribute to SCZ risk through regulating GABAergic system, highlighting the mitochondrial function in SCZ. American Journal Experts 2023-03-29 /pmc/articles/PMC10081387/ /pubmed/37034773 http://dx.doi.org/10.21203/rs.3.rs-2674668/v1 Text en https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format, so long as attribution is given to the creator. The license allows for commercial use. https://creativecommons.org/licenses/by/4.0/License: This work is licensed under a Creative Commons Attribution 4.0 International License. Read Full License (https://creativecommons.org/licenses/by/4.0/) |
spellingShingle | Article Zhang, Wendiao Zhang, Ming Xu, Zhenhong Yan, Hongye Wang, Huimin Jiang, Jiamei Wan, Juan Tang, Beisha Liu, Chunyu Chen, Chao Meng, Qingtuan Human forebrain organoids-based multi-omics analyses reveal PCCB’s regulation on GABAergic system contributing to schizophrenia |
title | Human forebrain organoids-based multi-omics analyses reveal PCCB’s regulation on GABAergic system contributing to schizophrenia |
title_full | Human forebrain organoids-based multi-omics analyses reveal PCCB’s regulation on GABAergic system contributing to schizophrenia |
title_fullStr | Human forebrain organoids-based multi-omics analyses reveal PCCB’s regulation on GABAergic system contributing to schizophrenia |
title_full_unstemmed | Human forebrain organoids-based multi-omics analyses reveal PCCB’s regulation on GABAergic system contributing to schizophrenia |
title_short | Human forebrain organoids-based multi-omics analyses reveal PCCB’s regulation on GABAergic system contributing to schizophrenia |
title_sort | human forebrain organoids-based multi-omics analyses reveal pccb’s regulation on gabaergic system contributing to schizophrenia |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10081387/ https://www.ncbi.nlm.nih.gov/pubmed/37034773 http://dx.doi.org/10.21203/rs.3.rs-2674668/v1 |
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