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...

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Published inMolecular psychiatry Vol. 26; no. 12; pp. 7803 - 7812
Main Authors 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
Format Journal Article
LanguageEnglish
Published London Nature Publishing Group UK 01.12.2021
Nature Publishing Group
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Online AccessGet full text
ISSN1359-4184
1476-5578
1476-5578
DOI10.1038/s41380-021-01259-y

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Summary: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, and 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.
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Contributions
EM and CWB designed and organized the study, and wrote the manuscript; EM analyzed the data, interpreted the results, and wrote the manuscript; LS, GRF, KN and KM contributed to data acquisition; HW, RH, ZZ and JQW contributed to analysis of data; XW, MM and JQW performed lncRNA validation studies; CML, JK and JX contributed to MRI data acquisition and analysis; KN, TM, SS and ALT contributed to psychological autopsies and subject diagnosis. All authors revised and approved the final manuscript.
ISSN:1359-4184
1476-5578
1476-5578
DOI:10.1038/s41380-021-01259-y