Single-nucleus transcriptomics of the prefrontal cortex in major depressive disorder implicates oligodendrocyte precursor cells and excitatory neurons

被引:295
作者
Nagy, Corina [1 ]
Maitra, Malosree [1 ]
Tanti, Arnaud [1 ]
Suderman, Matthew [2 ]
Theroux, Jean-Francois [1 ]
Davoli, Maria Antonietta [1 ]
Perlman, Kelly [1 ]
Yerko, Volodymyr [1 ]
Wang, Yu Chang [3 ,4 ,5 ]
Tripathy, Shreejoy J. [6 ,7 ,8 ,10 ]
Pavlidis, Paul [6 ,7 ]
Mechawar, Naguib [1 ,9 ]
Ragoussis, Jiannis [3 ,4 ,5 ]
Turecki, Gustavo [1 ,3 ,9 ]
机构
[1] Douglas Mental Hlth Univ Inst, McGill Grp Suicide Studies, Montreal, PQ, Canada
[2] Univ Bristol, MRC Integrat Epidemiol Unit, Bristol, Avon, England
[3] McGill Univ, Dept Human Genet, Montreal, PQ, Canada
[4] McGill Univ, Montreal, PQ, Canada
[5] Genome Quebec Innovat Ctr, Montreal, PQ, Canada
[6] Univ British Columbia, Michael Smith Labs, Vancouver, BC, Canada
[7] Univ British Columbia, Dept Psychiat, Vancouver, BC, Canada
[8] Ctr Addict & Mental Hlth, Krembil Ctr Neuroinformat, Toronto, ON, Canada
[9] Univ Toronto, Dept Psychiat, Toronto, ON, Canada
[10] McGill Univ, Dept Psychiat, Montreal, PQ, Canada
基金
英国医学研究理事会;
关键词
SYNAPTIC PLASTICITY; LINEAGE CELLS; RNA-SEQ; MYELINATION; EXPRESSION; DYNAMICS; PLATFORM; PACKAGE; STRESS;
D O I
10.1038/s41593-020-0621-y
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Major depressive disorder (MDD) has an enormous impact on global disease burden, affecting millions of people worldwide and ranking as a leading cause of disability for almost three decades. Past molecular studies of MDD employed bulk homogenates of postmortem brain tissue, which obscures gene expression changes within individual cell types. Here we used single-nucleus transcriptomics to examine 80,000 nuclei from the dorsolateral prefrontal cortex of male individuals with MDD (n = 17) and of healthy controls (n = 17). We identified 26 cellular clusters, and over 60% of these showed differential gene expression between groups. We found that the greatest dysregulation occurred in deep layer excitatory neurons and immature oligodendrocyte precursor cells (OPCs), and these contributed almost half (47%) of all changes in gene expression. These results highlight the importance of dissecting cell-type-specific contributions to the disease and offer opportunities to identify new avenues of research and novel targets for treatment.
引用
收藏
页码:771 / +
页数:18
相关论文
共 64 条
[1]   The neurobiology of depression, ketamine and rapid-acting antidepressants: Is it glutamate inhibition or activation? [J].
Abdallah, Chadi G. ;
Sanacora, Gerard ;
Duman, Ronald S. ;
Krystal, John H. .
PHARMACOLOGY & THERAPEUTICS, 2018, 190 :148-158
[2]   Heterogeneity of reactive astrocytes [J].
Anderson, Mark A. ;
Ao, Yan ;
Sofroniew, Michael V. .
NEUROSCIENCE LETTERS, 2014, 565 :23-29
[3]   Fitting Linear Mixed-Effects Models Using lme4 [J].
Bates, Douglas ;
Maechler, Martin ;
Bolker, Benjamin M. ;
Walker, Steven C. .
JOURNAL OF STATISTICAL SOFTWARE, 2015, 67 (01) :1-48
[4]  
Bayega A, 2018, METHODS MOL BIOL, V1783, P121, DOI 10.1007/978-1-4939-7834-2_6
[5]  
Benaglia T, 2009, J STAT SOFTW, V32, P1
[6]   Neuron-glia synapses in the brain [J].
Bergles, Dwight E. ;
Jabs, Ronald ;
Steinhaeuser, Christian .
BRAIN RESEARCH REVIEWS, 2010, 63 (1-2) :130-137
[7]   Oligodendroglia-lineage cells in brain plasticity, homeostasis and psychiatric disorders [J].
Birey, F. ;
Kokkosis, A. G. ;
Aguirre, A. .
CURRENT OPINION IN NEUROBIOLOGY, 2017, 47 :93-103
[8]   Genetic and Stress-Induced Loss of NG2 Glia Triggers Emergence of Depressive-like Behaviors through Reduced Secretion of FGF2 [J].
Birey, Fikri ;
Kloc, Michelle ;
Chavali, Manideep ;
Hussein, Israa ;
Wilson, Michael ;
Christoffel, Daniel J. ;
Chen, Tony ;
Frohman, Michael A. ;
Robinson, John K. ;
Russo, Scott J. ;
Maffei, Arianna ;
Aguirre, Adan .
NEURON, 2015, 88 (05) :941-956
[9]   Role of the Cellular Prion Protein in Oligodendrocyte Precursor Cell Proliferation and Differentiation in the Developing and Adult Mouse CNS [J].
Bribian, Ana ;
Fontana, Xavier ;
Llorens, Franc ;
Gavin, Rosalina ;
Reina, Manuel ;
Manuel Garcia-Verdugo, Jose ;
Maria Torres, Juan ;
de Castro, Fernando ;
Antonio del Rio, Jose .
PLOS ONE, 2012, 7 (04)
[10]   Integrating single-cell transcriptomic data across different conditions, technologies, and species [J].
Butler, Andrew ;
Hoffman, Paul ;
Smibert, Peter ;
Papalexi, Efthymia ;
Satija, Rahul .
NATURE BIOTECHNOLOGY, 2018, 36 (05) :411-+