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Angiogenic Gene Networks are Dysregulated in Opioid Use Disorder: Evidence from Multi-Omics and Imaging of Postmortem Human Brain
Opioid use disorder (OUD) is a public health crisis in the U.S. that causes over 50 thousand deaths annually due to overdose. Using next-generation RNA sequencing and proteomics techniques, we identified 394 differentially expressed (DE) coding and long noncoding (lnc) RNAs as well as 213 DE protein...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8837724/ https://www.ncbi.nlm.nih.gov/pubmed/34385598 http://dx.doi.org/10.1038/s41380-021-01259-y |
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author | Mendez, Emily F. Wei, Haichao Hu, Ruifeng Stertz, Laura Fries, Gabriel R. Wu, Xizi Najera, Katherine E. Monterey, Michael D. Lincoln, Christie M. Kim, Joo-won Moriel, Karla Meyer, Thomas D. Selvaraj, Sudhakar Teixeira, Antonio L. Zhao, Zhongming Xu, Junqian Wu, Jiaqian Walss-Bass, Consuelo |
author_facet | Mendez, Emily F. Wei, Haichao Hu, Ruifeng Stertz, Laura Fries, Gabriel R. Wu, Xizi Najera, Katherine E. Monterey, Michael D. Lincoln, Christie M. Kim, Joo-won Moriel, Karla Meyer, Thomas D. Selvaraj, Sudhakar Teixeira, Antonio L. Zhao, Zhongming Xu, Junqian Wu, Jiaqian Walss-Bass, Consuelo |
author_sort | Mendez, Emily F. |
collection | PubMed |
description | Opioid use disorder (OUD) is a public health crisis in the U.S. that causes over 50 thousand deaths annually due to overdose. Using next-generation RNA sequencing and proteomics techniques, we identified 394 differentially expressed (DE) coding and long noncoding (lnc) RNAs as well as 213 DE proteins in Brodmann Area 9 of OUD subjects. The RNA and protein changes converged on pro-angiogenic gene networks and cytokine signaling pathways. Four genes (LGALS3, SLC2A1, PCLD1, VAMP1) were dysregulated in both RNA and protein. Dissecting these DE genes and networks, we found cell type specific effects with enrichment in astrocyte, endothelial, and microglia correlated genes. Weighted-genome correlation network analysis (WGCNA) revealed cell type correlated networks including an astrocytic/endothelial/microglia network involved in angiogenic cytokine signaling as well as a neuronal network involved in synaptic vesicle formation. In addition, using ex vivo magnetic resonance imaging, we identified increased vascularization in postmortem brains from a subset of subjects with OUD. This is the first study integrating dysregulation of angiogenic gene networks in OUD with qualitative imaging evidence of hypervascularization in postmortem brain. Understanding the neurovascular effects of OUD is critical in this time of widespread opioid use. |
format | Online Article Text |
id | pubmed-8837724 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
record_format | MEDLINE/PubMed |
spelling | pubmed-88377242022-02-26 Angiogenic Gene Networks are Dysregulated in Opioid Use Disorder: Evidence from Multi-Omics and Imaging of Postmortem Human Brain Mendez, Emily F. Wei, Haichao Hu, Ruifeng Stertz, Laura Fries, Gabriel R. Wu, Xizi Najera, Katherine E. Monterey, Michael D. Lincoln, Christie M. Kim, Joo-won Moriel, Karla Meyer, Thomas D. Selvaraj, Sudhakar Teixeira, Antonio L. Zhao, Zhongming Xu, Junqian Wu, Jiaqian Walss-Bass, Consuelo Mol Psychiatry Article Opioid use disorder (OUD) is a public health crisis in the U.S. that causes over 50 thousand deaths annually due to overdose. Using next-generation RNA sequencing and proteomics techniques, we identified 394 differentially expressed (DE) coding and long noncoding (lnc) RNAs as well as 213 DE proteins in Brodmann Area 9 of OUD subjects. The RNA and protein changes converged on pro-angiogenic gene networks and cytokine signaling pathways. Four genes (LGALS3, SLC2A1, PCLD1, VAMP1) were dysregulated in both RNA and protein. Dissecting these DE genes and networks, we found cell type specific effects with enrichment in astrocyte, endothelial, and microglia correlated genes. Weighted-genome correlation network analysis (WGCNA) revealed cell type correlated networks including an astrocytic/endothelial/microglia network involved in angiogenic cytokine signaling as well as a neuronal network involved in synaptic vesicle formation. In addition, using ex vivo magnetic resonance imaging, we identified increased vascularization in postmortem brains from a subset of subjects with OUD. This is the first study integrating dysregulation of angiogenic gene networks in OUD with qualitative imaging evidence of hypervascularization in postmortem brain. Understanding the neurovascular effects of OUD is critical in this time of widespread opioid use. 2021-12 2021-08-12 /pmc/articles/PMC8837724/ /pubmed/34385598 http://dx.doi.org/10.1038/s41380-021-01259-y Text en Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use: https://www.springernature.com/gp/open-research/policies/accepted-manuscript-terms |
spellingShingle | Article Mendez, Emily F. Wei, Haichao Hu, Ruifeng Stertz, Laura Fries, Gabriel R. Wu, Xizi Najera, Katherine E. Monterey, Michael D. Lincoln, Christie M. Kim, Joo-won Moriel, Karla Meyer, Thomas D. Selvaraj, Sudhakar Teixeira, Antonio L. Zhao, Zhongming Xu, Junqian Wu, Jiaqian Walss-Bass, Consuelo Angiogenic Gene Networks are Dysregulated in Opioid Use Disorder: Evidence from Multi-Omics and Imaging of Postmortem Human Brain |
title | Angiogenic Gene Networks are Dysregulated in Opioid Use Disorder: Evidence from Multi-Omics and Imaging of Postmortem Human Brain |
title_full | Angiogenic Gene Networks are Dysregulated in Opioid Use Disorder: Evidence from Multi-Omics and Imaging of Postmortem Human Brain |
title_fullStr | Angiogenic Gene Networks are Dysregulated in Opioid Use Disorder: Evidence from Multi-Omics and Imaging of Postmortem Human Brain |
title_full_unstemmed | Angiogenic Gene Networks are Dysregulated in Opioid Use Disorder: Evidence from Multi-Omics and Imaging of Postmortem Human Brain |
title_short | Angiogenic Gene Networks are Dysregulated in Opioid Use Disorder: Evidence from Multi-Omics and Imaging of Postmortem Human Brain |
title_sort | angiogenic gene networks are dysregulated in opioid use disorder: evidence from multi-omics and imaging of postmortem human brain |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8837724/ https://www.ncbi.nlm.nih.gov/pubmed/34385598 http://dx.doi.org/10.1038/s41380-021-01259-y |
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