Single-Nucleus Transcriptome Profiling of Dorsolateral Prefrontal Cortex: Mechanistic Roles for Neuronal Gene Expression, Including the 17q21.31 Locus, in PTSD Stress Response

被引:17
作者
Chatzinakos, Chris [1 ,2 ]
Pernia, Cameron D. [1 ,2 ]
Morrison, Filomene G. [3 ,4 ]
Iatrou, Artemis [1 ,2 ]
McCullough, Kenneth M. [1 ]
Schuler, Heike [1 ,2 ]
Snijders, Clara [1 ,2 ,7 ]
Bajaj, Thomas [8 ]
DiPietro, Christopher P. [1 ,2 ]
Estruch, Marina Soliva [1 ,2 ,7 ]
Gassen, Nils C. [8 ]
Anastasopoulos, Constantin [1 ,2 ,9 ]
Bharadwaj, Rahul A. [10 ]
Bowlby, Benjamin C. [1 ,2 ]
Hartmann, Jakob [1 ]
Maihofer, Adam X. [11 ,12 ,13 ]
Nievergelt, Caroline M. [11 ,12 ,13 ]
Ressler, Nicholas M. [1 ]
Wolf, Erika J. [3 ,4 ]
Carlezon, William A., Jr. [1 ]
Krystal, John H. [14 ,15 ,16 ]
Kleinman, Joel E. [10 ,17 ]
Girgenti, Matthew J. [14 ,15 ,16 ]
Huber, Bertrand R. [5 ,18 ]
Kellis, Manolis [19 ,20 ]
Logue, Mark W. [3 ,4 ,6 ,21 ]
Miller, Mark W. [3 ,4 ]
Ressler, Kerry J.
Daskalakis, Nikolaos P. [1 ,2 ]
机构
[1] Harvard Med Sch, McLean Hosp, Dept Psychiat, Belmont, MA 02115 USA
[2] Broad Inst MIT & Harvard, Stanley Ctr Psychiat Res, Cambridge, MA 02142 USA
[3] VA Boston Healthcare Syst, Natl Ctr PTSD, Boston, MA USA
[4] Boston Univ, Sch Med, Dept Psychiat, Boston, MA USA
[5] Boston Univ, Sch Med, Dept Neurol, Boston, MA USA
[6] Boston Univ, Sch Med, Dept Biomed Genet, Boston, MA USA
[7] Maastricht Univ, Sch Mental Hlth & Neurosci, Dept Psychiat & Neuropsychol, Maastricht, Netherlands
[8] Univ Bonn, Fac Med, Dept Psychiat & Psychotherapy, RG Neurohomeostasis, Bonn, Germany
[9] Univ Basel, Univ Basel Hosp, Dept Radiol, Basel, Switzerland
[10] Lieber Inst Brain Dev, Johns Hopkins Med Campus, Baltimore, MD USA
[11] Univ Calif San Diego, Dept Psychiat, La Jolla, CA USA
[12] Vet Affairs San Diego Healthcare Syst, Ctr Excellence Stress & Mental Hlth, San Diego, CA USA
[13] Vet Affairs San Diego Healthcare Syst, Res Serv, San Diego, CA USA
[14] Yale Univ, Dept Psychiat, Sch Med, New Haven, CT USA
[15] VA Connecticut Healthcare Syst, Psychiat Serv, West Haven, CT USA
[16] US Dept Vet Affairs, Natl Ctr PTSD, Clin Neurosci Div, West Haven, CT USA
[17] Johns Hopkins Sch Med, Dept Psychiat & Behav Sci, Baltimore, MD USA
[18] VA Boston Healthcare Syst, Pathol & Lab Med, Boston, MA USA
[19] MIT, Comp Sci & Artificial Intelligence Lab, Cambridge, MA USA
[20] Broad Inst MIT & Harvard, Cambridge, MA USA
[21] Boston Univ, Dept Biostat, Sch Publ Hlth, Boston, MA USA
关键词
DISORDER;
D O I
10.1176/appi.ajp.20220478
中图分类号
R749 [精神病学];
学科分类号
100205 ;
摘要
Objective: Multidisciplinary studies of posttraumatic stress disorder (PTSD) andmajor depressive disorder (MDD) implicate the dorsolateral prefrontal cortex (DLPFC) in disease risk and pathophysiology. Postmortembrain studies have reliedonbulktissue RNA sequencing (RNA-seq), but single-cell RNA-seq is needed to dissect cell-type-specific mechanisms. The authors conducted the first single-nucleus RNA-seq postmortem brain study in PTSD to elucidate disease transcriptomic pathology with cell-type-specific resolution. Method: Profiling of 32 DLPFC samples from 11 individuals with PTSD, 10 with MDD, and 11 control subjects was conducted (similar to 415K nuclei;> 13K cells per sample). A replication sample included 15 DLPFC samples (similar to 160K nuclei;> 11K cells per sample). Results: Differential gene expression analyses identified significant single-nucleus RNA-seq differentially expressed genes (snDEGs) in excitatory (EX) and inhibitory (IN) neurons and astrocytes, but not in other cell types or bulk tissue. MDD samples had more false discovery rate-corrected significant snDEGs, and PTSD samples had a greater replication rate. In EX and IN neurons, biological pathways that were differentially enriched in PTSD compared with MDD included glucocorticoid signaling. Furthermore, glucocorticoid signaling in induced pluripotent stem cell (iPSC)-derived cortical neurons demonstrated greater relevance in PTSD and opposite direction of regulation compared withMDD, especially in EX neurons. Many snDEGs were from the 17q21.31 locus and are particularly interesting given causal roles in disease pathogenesis and DLPFC-based neuroimaging (PTSD: ARL17B, LINC02210-CRHR1, andLRRC37A2; MDD: LRRC37Aand LRP4), while otherswere regulated by glucocorticoids in iPSC-derived neurons (PTSD: SLC16A6, TAF1C; MDD: CDH3). Conclusions: The study findings point to cell-type-specific mechanisms of brain stress response in PTSD and MDD, highlighting the importance of examining cell-type-specific gene expression and indicating promising novel biomarkers and therapeutic targets.
引用
收藏
页码:739 / 754
页数:16
相关论文
共 53 条
  • [1] [Anonymous], 2011, RES 2010 NAT SURV DR
  • [2] Exploiting the GTEx resources to decipher the mechanisms at GWAS loci
    Barbeira, Alvaro N.
    Bonazzola, Rodrigo
    Gamazon, Eric R.
    Liang, Yanyu
    Park, YoSon
    Kim-Hellmuth, Sarah
    Wang, Gao
    Jiang, Zhuoxun
    Zhou, Dan
    Hormozdiari, Farhad
    Liu, Boxiang
    Rao, Abhiram
    Hamel, Andrew R.
    Pividori, Milton D.
    Aguet, Francois
    Bastarache, Lisa
    Jordan, Daniel M.
    Verbanck, Marie
    Do, Ron
    Stephens, Matthew
    Ardlie, Kristin
    McCarthy, Mark
    Montgomery, Stephen B.
    Segre, Ayellet V.
    Brown, Christopher D.
    Lappalainen, Tuuli
    Wen, Xiaoquan
    Im, Hae Kyung
    [J]. GENOME BIOLOGY, 2021, 22 (01)
  • [3] Binder EB, 2009, PSYCHONEUROENDOCRINO, V34, P99, DOI [10.1016/j.psyneuen.2008.08.018, 10.1016/j.psyneuen.2009.05.021]
  • [4] Structural haplotypes and recent evolution of the human 17q21.31 region
    Boettger, Linda M.
    Handsaker, Robert E.
    Zody, Michael C.
    McCarroll, Steven A.
    [J]. NATURE GENETICS, 2012, 44 (08) : 881 - +
  • [5] Single cell transcriptome profiling of the human alcohol-dependent brain
    Brenner, Eric
    Tiwari, Gayatri R.
    Kapoor, Manav
    Liu, Yunlong
    Brock, Amy
    Mayfield, R. Dayne
    [J]. HUMAN MOLECULAR GENETICS, 2020, 29 (07) : 1144 - 1153
  • [6] Cell-type-specific cis-eQTLs in eight human brain cell types identify novel risk genes for psychiatric and neurological disorders
    Bryois, Julien
    Calini, Daniela
    Macnair, Will
    Foo, Lynette
    Urich, Eduard
    Ortmann, Ward
    Iglesias, Victor Alejandro
    Selvaraj, Suresh
    Nutma, Erik
    Marzin, Manuel
    Amor, Sandra
    Williams, Anna
    Castelo-Branco, Goncalo
    Menon, Vilas
    De Jager, Philip
    Malhotra, Dheeraj
    [J]. NATURE NEUROSCIENCE, 2022, 25 (08) : 1104 - +
  • [7] Joint genome-wide association study of progressive supranuclear palsy identifies novel susceptibility loci and genetic correlation to neurodegenerative diseases
    Chen, Jason A.
    Chen, Zhongbo
    Won, Hyejung
    Huang, Alden Y.
    Lowe, Jennifer K.
    Wojta, Kevin
    Yokoyama, Jennifer S.
    Bensimon, Gilbert
    Leigh, P. Nigel
    Payan, Christine
    Shatunov, Aleksey
    Jones, Ashley R.
    Lewis, Cathryn M.
    Deloukas, Panagiotis
    Amouyel, Philippe
    Tzourio, Christophe
    Dartigues, Jean-Francois
    Ludolph, Albert
    Boxer, Adam L.
    Bronstein, Jeff M.
    Al-Chalabi, Ammar
    Geschwind, Daniel H.
    Coppola, Giovanni
    [J]. MOLECULAR NEURODEGENERATION, 2018, 13
  • [8] Cell-Type-Specific Impact of Glucocorticoid Receptor Activation on the Developing Brain: A Cerebral Organoid Study
    Cruceanu, Cristiana
    Dony, Leander
    Krontira, Anthi C.
    Fischer, David S.
    Roeh, Simone
    Di Giaimo, Rossella
    Kyrousi, Christina
    Kaspar, Lea
    Arloth, Janine
    Czamara, Darina
    Gerstner, Nathalie
    Martinelli, Silvia
    Wehner, Stefanie
    Breen, Michael S.
    Koedel, Maik
    Sauer, Susann
    Sportelli, Vincenza
    Rex-Haffner, Monika
    Cappello, Silvia
    Theis, Fabian J.
    Binder, Elisabeth B.
    [J]. AMERICAN JOURNAL OF PSYCHIATRY, 2022, 179 (05) : 375 - 387
  • [9] Noncoding RNAs: Stress, Glucocorticoids, and Posttraumatic Stress Disorder
    Daskalakis, Nikolaos P.
    Provost, Allison C.
    Hunter, Richard G.
    Guffanti, Guia
    [J]. BIOLOGICAL PSYCHIATRY, 2018, 83 (10) : 849 - 865
  • [10] Endocrine Aspects of Post-traumatic Stress Disorder and Implications for Diagnosis and Treatment
    Daskalakis, Nikolaos P.
    Lehrner, Amy
    Yehuda, Rachel
    [J]. ENDOCRINOLOGY AND METABOLISM CLINICS OF NORTH AMERICA, 2013, 42 (03) : 503 - +