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Cell type specific transcriptomic differences in depression show similar patterns between males and females but implicate distinct cell types and genes

  • Malosree Maitra
  • , Haruka Mitsuhashi
  • , Reza Rahimian
  • , Anjali Chawla
  • , Jennie Yang
  • , Laura M. Fiori
  • , Maria Antonietta Davoli
  • , Kelly Perlman
  • , Zahia Aouabed
  • , Deborah C. Mash
  • , Matthew Suderman
  • , Naguib Mechawar
  • , Gustavo Turecki
  • , Corina Nagy

Research output: Contribution to journal › Article › peer-review

Abstract

Major depressive disorder (MDD) is a common, heterogenous, and potentially serious psychiatric illness. Diverse brain cell types have been implicated in MDD etiology. Significant sexual differences exist in MDD clinical presentation and outcome, and recent evidence suggests different molecular bases for male and female MDD. We evaluated over 160,000 nuclei from 71 female and male donors, leveraging new and pre-existing single-nucleus RNA-sequencing data from the dorsolateral prefrontal cortex. Cell type specific transcriptome-wide threshold-free MDD-associated gene expression patterns were similar between the sexes, but significant differentially expressed genes (DEGs) diverged. Among 7 broad cell types and 41 clusters evaluated, microglia and parvalbumin interneurons contributed the most DEGs in females, while deep layer excitatory neurons, astrocytes, and oligodendrocyte precursors were the major contributors in males. Further, the Mic1 cluster with 38% of female DEGs and the ExN10_L46 cluster with 53% of male DEGs, stood out in the meta-analysis of both sexes.
Original languageEnglish
Article number2912
JournalNature Communications
Volume14
Issue number1
DOIs
StatePublished - Dec 2023

Bibliographical note

Publisher Copyright:
© 2023, The Author(s).

Funding

G.T. holds a Canada Research Chair (Tier 1) and is supported by grants from the Canadian Institute of Health Research (CIHR) (FDN148374 and ENP161427 (ERA-NET ERA PerMed)). M.S. works in a unit funded by the UK Medical Research Council (MC_UU_00011/5). C.N. is supported by grants from NARSAD (BBRF #31204) and CIHR (PJT183904). We acknowledge the expert help of the Douglas–Bell Canada Brain Bank staff. This Project has been made possible with the financial support of Health Canada, through the Canada Brain Research Fund, an innovative partnership between the Government of Canada (through Health Canada) and Brain Canada, and in part by funding from the Canada First Research Excellence Fund, awarded to McGill University for the Healthy Brains for Healthy Lives initiative, and from the Fonds de recherche du Québec - Santé (FRQS) through the Quebec Network on Suicide, Mood Disorders and Related Disorders. The present study used the services of the Molecular and Cellular Microscopy Platform (MCMP) at the Douglas Institute. This research was enabled in part by support provided by Calcul Québec (https://www.calculquebec.ca/en/) and the Digital Research Alliance of Canada (alliancecan.ca).

ASJC Scopus Subject Areas

  • General Chemistry
  • General Biochemistry,Genetics and Molecular Biology
  • General Physics and Astronomy

Disciplines

  • Chemistry
  • Biochemistry, Biophysics, and Structural Biology
  • Physics

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