Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2021
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
_version_ 1784649966834155520
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
work_keys_str_mv AT mendezemilyf angiogenicgenenetworksaredysregulatedinopioidusedisorderevidencefrommultiomicsandimagingofpostmortemhumanbrain
AT weihaichao angiogenicgenenetworksaredysregulatedinopioidusedisorderevidencefrommultiomicsandimagingofpostmortemhumanbrain
AT huruifeng angiogenicgenenetworksaredysregulatedinopioidusedisorderevidencefrommultiomicsandimagingofpostmortemhumanbrain
AT stertzlaura angiogenicgenenetworksaredysregulatedinopioidusedisorderevidencefrommultiomicsandimagingofpostmortemhumanbrain
AT friesgabrielr angiogenicgenenetworksaredysregulatedinopioidusedisorderevidencefrommultiomicsandimagingofpostmortemhumanbrain
AT wuxizi angiogenicgenenetworksaredysregulatedinopioidusedisorderevidencefrommultiomicsandimagingofpostmortemhumanbrain
AT najerakatherinee angiogenicgenenetworksaredysregulatedinopioidusedisorderevidencefrommultiomicsandimagingofpostmortemhumanbrain
AT montereymichaeld angiogenicgenenetworksaredysregulatedinopioidusedisorderevidencefrommultiomicsandimagingofpostmortemhumanbrain
AT lincolnchristiem angiogenicgenenetworksaredysregulatedinopioidusedisorderevidencefrommultiomicsandimagingofpostmortemhumanbrain
AT kimjoowon angiogenicgenenetworksaredysregulatedinopioidusedisorderevidencefrommultiomicsandimagingofpostmortemhumanbrain
AT morielkarla angiogenicgenenetworksaredysregulatedinopioidusedisorderevidencefrommultiomicsandimagingofpostmortemhumanbrain
AT meyerthomasd angiogenicgenenetworksaredysregulatedinopioidusedisorderevidencefrommultiomicsandimagingofpostmortemhumanbrain
AT selvarajsudhakar angiogenicgenenetworksaredysregulatedinopioidusedisorderevidencefrommultiomicsandimagingofpostmortemhumanbrain
AT teixeiraantoniol angiogenicgenenetworksaredysregulatedinopioidusedisorderevidencefrommultiomicsandimagingofpostmortemhumanbrain
AT zhaozhongming angiogenicgenenetworksaredysregulatedinopioidusedisorderevidencefrommultiomicsandimagingofpostmortemhumanbrain
AT xujunqian angiogenicgenenetworksaredysregulatedinopioidusedisorderevidencefrommultiomicsandimagingofpostmortemhumanbrain
AT wujiaqian angiogenicgenenetworksaredysregulatedinopioidusedisorderevidencefrommultiomicsandimagingofpostmortemhumanbrain
AT walssbassconsuelo angiogenicgenenetworksaredysregulatedinopioidusedisorderevidencefrommultiomicsandimagingofpostmortemhumanbrain