Single-cell multi-cohort dissection of the schizophrenia transcriptome

W. Brad Ruzicka(Broad Institute), Shahin Mohammadi(Broad Institute), John F. Fullard(Icahn School of Medicine at Mount Sinai), José Dávila-Velderrain(Broad Institute), Sivan Subburaju(Harvard University), Daniel Reed Tso(McLean Hospital), Makayla Hourihan(McLean Hospital), Shan Jiang(Icahn School of Medicine at Mount Sinai), Hao-Chih Lee(Icahn School of Medicine at Mount Sinai), Jaroslav Bendl(Icahn School of Medicine at Mount Sinai), Georgios Voloudakis(Icahn School of Medicine at Mount Sinai), Vahram Haroutunian(James J. Peters VA Medical Center), Gabriel E. Hoffman(Icahn School of Medicine at Mount Sinai), Panos Roussos(Human Technopole), Manolis Kellis(Broad Institute), Schahram Akbarian, Alexej Abyzov, Nadav Ahituv, Dhivya Arasappan, José Juan Almagro Armenteros, Brian J. Beliveau, Sabina Berretta, Rahul Bharadwaj, Arjun Bhattacharya, Lucy Bicks, Kristen Brennand, Davide Capauto, Frances A. Champagne, Tanima Chatterjee, Chris Chatzinakos, Yuhang Chen, H. Isaac Chen, Yuyan Cheng, Lijun Cheng, Andrew Chess, Jo-fan Chien, Zhiyuan Chu, Declan Clarke, Ashley Clement, Leonardo Collado‐Torres, Gregory M. Cooper, Gregory E. Crawford, Rujia Dai, Nikolaos P. Daskalakis, Amy Deep‐Soboslay, Chengyu Deng, Christopher P. DiPietro, Stella Dracheva, Shiron Drusinsky, Ziheng Duan, Duc M. Duong, Cagatay Dursun, Nicholas J. Eagles, Jonathan I. Edelstein, Prashant S. Emani, Kiki Galani, Timur R. Galeev, Michael J. Gandal, Sophia C. Gaynor, Mark Gerstein, Daniel H. Geschwind, Kiran Girdhar, Fernando S. Goes, William Greenleaf, Jennifer Grundman, Hanmin Guo, Qiuyu Guo, Chirag Gupta, Yoav Hadas, Joachim Hallmayer, Xikun Han(Icahn School of Medicine at Mount Sinai), Natalie Hawken, Chuan He, Ella Henry, Stephanie C. Hicks, Marcus Ho(Icahn School of Medicine at Mount Sinai), Li‐Lun Ho(Icahn School of Medicine at Mount Sinai), Yi‐Ling Huang, Louise A. Huuki-Myers, Ahyeon Hwang, Thomas M. Hyde, Artemis Iatrou, Fumitaka Inoue, Aarti Jajoo, Matthew L. Jensen, Lihua Jiang(Icahn School of Medicine at Mount Sinai), Peng Jin, Ting Jin, Connor Jops, Alexandre Jourdon, Riki Kawaguchi, Joel E. Kleinman, Steven P. Kleopoulos, Alexey Kozlenkov, Arnold R. Kriegstein, Anshul Kundaje, Soumya Kundu, Che-Yu Lee(Icahn School of Medicine at Mount Sinai), Donghoon Lee(Icahn School of Medicine at Mount Sinai), Junhao Li(Broad Institute), Mingfeng Li(Broad Institute), Xiao Lin, Shuang Liu, Jason Liu, Jianyin Liu, Chunyu Liu, Shuang Liu, Shaoke Lou(Icahn School of Medicine at Mount Sinai), Jacob M. Loupe, Dan Lü(McLean Hospital), Shaojie Ma(Broad Institute), Liang Ma(Broad Institute), Michael Margolis, Jessica Mariani, Keri Martinowich, Kristen R. Maynard, Samantha Mazariegos, Ran Meng, R Myers, Courtney Micallef, Tatiana Mikhailova, Guo‐li Ming, Emma Monte, Kelsey S. Montgomery, Jill E. Moore, Jennifer Moran, Eran A. Mukamel, Angus C. Nairn, Charles B. Nemeroff, Pengyu Ni(James J. Peters VA Medical Center), Scott Norton, Tomasz J. Nowakowski, Larsson Omberg, Stephanie C. Page, Saejeong Park, Ashok Patowary, Reenal Pattni, Geo Pertea(Icahn School of Medicine at Mount Sinai), Mette A. Peters, Nishigandha Phalke, Dalila Pinto, Milos Pjanic, Sirisha Pochareddy, Katherine S. Pollard, Alex A. Pollen, Henry Pratt, Pawel F. Przytycki, Carolin Purmann, Zhaohui Qin, Pingping Qu, Diana Quintero, Towfique Raj(Harvard University), Ananya S. Rajagopalan, Sarah Reach, Thomas Reimonn, Kerry J. Ressler, Deanna Ross, Joel Rozowsky, Misir Ruth, Stephan Sanders, Juliane M. Schneider, Soraya Scuderi, Robert Sebra, Nenad Šestan, Nicholas T. Seyfried, Zhiping Shao, Nicole Shedd, Annie W. Shieh, Joo Heon Shin, Mario Škarica, Clara Snijders, Hongjun Song, Matthew W. State, Jason L. Stein, Marilyn Steyert, Thomas C. Südhof, M Snyder, Ran Tao, Karen Therrien, Li‐Huei Tsai, Alexander E. Urban, Flora M. Vaccarino, Harm van Bakel, Daniel Vo(Icahn School of Medicine at Mount Sinai), Brie Wamsley(Icahn School of Medicine at Mount Sinai), Tao Wang, Sidney H. Wang, Daifeng Wang, Yifan Wang, Jonathan Warrell, Wei Yu, Annika K. Weimer, Daniel R. Weinberger(McLean Hospital), Cindy Wen, Zhiping Weng, Sean Whalen, Kevin P. White, A. Jeremy Willsey, Hyejung Won, Wing Hung Wong, Hao Wu(Icahn School of Medicine at Mount Sinai), Feinan Wu, Stefan Wuchty, Dennis Wylie, Siwei Xu, Chloe X. Yap, Biao Zeng, Pan Zhang(Human Technopole), Chunling Zhang, Bin Zhang, Jing Zhang, Yanqiong Zhang, Xiao Zhou, Ryan Ziffra, Zane Zeier, Trisha M. Zintel
Science
May 23, 2024
Cited by 125Open Access
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Abstract

The complexity and heterogeneity of schizophrenia have hindered mechanistic elucidation and the development of more effective therapies. Here, we performed single-cell dissection of schizophrenia-associated transcriptomic changes in the human prefrontal cortex across 140 individuals in two independent cohorts. Excitatory neurons were the most affected cell group, with transcriptional changes converging on neurodevelopment and synapse-related molecular pathways. Transcriptional alterations included known genetic risk factors, suggesting convergence of rare and common genomic variants on neuronal population-specific alterations in schizophrenia. Based on the magnitude of schizophrenia-associated transcriptional change, we identified two populations of individuals with schizophrenia marked by expression of specific excitatory and inhibitory neuronal cell states. This single-cell atlas links transcriptomic changes to etiological genetic risk factors, contextualizing established knowledge within the human cortical cytoarchitecture and facilitating mechanistic understanding of schizophrenia pathophysiology and heterogeneity.


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