TY - JOUR
T1 - Identifying novel gene dysregulation associated with opioid overdose death
T2 - a meta-analysis of differential gene expression in human prefrontal cortex
AU - PGC-SUD Epigenetics Working Group
AU - Carter, Javan K.
AU - Quach, Bryan C.
AU - Willis, Caryn
AU - Minto, Melyssa S.
AU - Hancock, Dana B.
AU - Montalvo-Ortiz, Janitza
AU - Corradin, Olivia
AU - Logan, Ryan W.
AU - Walss-Bass, Consuelo
AU - Maher, Brion S.
AU - Nagamatsu, Sheila Tiemi
AU - Martinez Magana, Jose Jaime
AU - Gelernter, Joel
AU - Núñez, Diana
AU - Xu, Ke
AU - Andrade-Brito, Diego
AU - Johnson, Emma
AU - Agrawal, Arpana
AU - Fries, Gabriel R.
AU - Magarbeh, Leen
AU - Otto, Jacqueline
AU - Gizer, Ian
AU - Dempster, Emma
AU - Zillich, Lea
AU - Clark, Shauna
AU - März, Winfried
AU - Giamberardino, Stephanie
AU - White, Julie
AU - Fang, Fang
AU - Viola, Thiago Wendt
AU - Purushottam, Meera
AU - Mahadevan, Jayant
AU - Bhagyalakshmi,
AU - Ramchandani, Vijay
AU - Venkatesh, Shyamala
AU - Lohoff, Falk
AU - Hurd, Yasmin
AU - Murray, Robin
AU - Di Forti, Marta
AU - Alameda, Luis
AU - Trotta, Giulia
AU - Spinazzola, Edoardo
AU - Quattrone, Diego
AU - Wong, Chloe Chung Yi
AU - Sosnowski, David
AU - Edenberg, Howard
AU - Katrinli, Seyma
AU - Nieratschker, Vanessa
AU - Edelmann, Susanne
AU - Lutz, Pierre Eric
AU - Friedel, Eva
AU - Witt, Stephanie
AU - Foo, Jerome
AU - Grassi-Oliveira, Rodrigo
AU - Kleber, Marcus
AU - Delgado, Graciela
AU - Moissl, Angela
AU - Johnson, Eric Otto
N1 - Publisher Copyright:
© The Author(s) 2026.
PY - 2026/12
Y1 - 2026/12
N2 - Only recently have human postmortem brain studies of differential gene expression (DGE) associated with opioid overdose death (OOD) been published; sample sizes from these studies have been modest (N = 40–153). To increase statistical power to identify OOD-associated genes, we leveraged human prefrontal cortex RNA-seq data from four independent OOD studies and conducted a transcriptome-wide DGE meta-analysis (N = 272). Using a unified gene expression data processing and analysis framework across studies, we meta-analyzed 20, 098 genes and found 335 significant differentially expressed genes (DEGs) by OOD status (false discovery rate < 0.05). Of these, 66 DEGs were among the list of 303 genes reported as OOD-associated in prior prefrontal cortex molecular studies (e.g., genes/gene families OPRK1, NPAS4, DUSP, EGR). The remaining 269 DEGs were not previously reported (e.g., NR4A2, SYT1, HCRTR2, BDNF). There was little evidence of genetic drivers for the observed differences in gene expression between opioid addiction cases and controls. Enrichment analyses for the DEGs across molecular pathway and biological process databases highlight an interconnected set of genes and pathways linked to orexin and tyrosine kinase receptors through MEK/ERK/MAPK signaling to affect neuronal plasticity.
AB - Only recently have human postmortem brain studies of differential gene expression (DGE) associated with opioid overdose death (OOD) been published; sample sizes from these studies have been modest (N = 40–153). To increase statistical power to identify OOD-associated genes, we leveraged human prefrontal cortex RNA-seq data from four independent OOD studies and conducted a transcriptome-wide DGE meta-analysis (N = 272). Using a unified gene expression data processing and analysis framework across studies, we meta-analyzed 20, 098 genes and found 335 significant differentially expressed genes (DEGs) by OOD status (false discovery rate < 0.05). Of these, 66 DEGs were among the list of 303 genes reported as OOD-associated in prior prefrontal cortex molecular studies (e.g., genes/gene families OPRK1, NPAS4, DUSP, EGR). The remaining 269 DEGs were not previously reported (e.g., NR4A2, SYT1, HCRTR2, BDNF). There was little evidence of genetic drivers for the observed differences in gene expression between opioid addiction cases and controls. Enrichment analyses for the DEGs across molecular pathway and biological process databases highlight an interconnected set of genes and pathways linked to orexin and tyrosine kinase receptors through MEK/ERK/MAPK signaling to affect neuronal plasticity.
UR - https://www.scopus.com/pages/publications/105044250870
U2 - 10.1038/s41398-026-03977-9
DO - 10.1038/s41398-026-03977-9
M3 - Article
C2 - 42103735
AN - SCOPUS:105044250870
SN - 2158-3188
VL - 16
JO - Translational psychiatry
JF - Translational psychiatry
IS - 1
M1 - 335
ER -