Whole-Genome and RNA Sequencing Reveal Variation and Transcriptomic Coordination in the Developing Human Prefrontal Cortex.


Journal

Cell reports
ISSN: 2211-1247
Titre abrégé: Cell Rep
Pays: United States
ID NLM: 101573691

Informations de publication

Date de publication:
07 04 2020
Historique:
received: 21 03 2019
revised: 06 11 2019
accepted: 16 03 2020
entrez: 9 4 2020
pubmed: 9 4 2020
medline: 28 4 2021
Statut: ppublish

Résumé

Gene expression levels vary across developmental stage, cell type, and region in the brain. Genomic variants also contribute to the variation in expression, and some neuropsychiatric disorder loci may exert their effects through this mechanism. To investigate these relationships, we present BrainVar, a unique resource of paired whole-genome and bulk tissue RNA sequencing from the dorsolateral prefrontal cortex of 176 individuals across prenatal and postnatal development. Here we identify common variants that alter gene expression (expression quantitative trait loci [eQTLs]) constantly across development or predominantly during prenatal or postnatal stages. Both "constant" and "temporal-predominant" eQTLs are enriched for loci associated with neuropsychiatric traits and disorders and colocalize with specific variants. Expression levels of more than 12,000 genes rise or fall in a concerted late-fetal transition, with the transitional genes enriched for cell-type-specific genes and neuropsychiatric risk loci, underscoring the importance of cataloging developmental trajectories in understanding cortical physiology and pathology.

Identifiants

pubmed: 32268104
pii: S2211-1247(20)30367-3
doi: 10.1016/j.celrep.2020.03.053
pmc: PMC7295160
mid: NIHMS1582939
pii:
doi:

Types de publication

Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, Non-P.H.S.

Langues

eng

Sous-ensembles de citation

IM

Pagination

107489

Subventions

Organisme : NIMH NIH HHS
ID : R01 MH110928
Pays : United States
Organisme : NIMH NIH HHS
ID : R01 MH094714
Pays : United States
Organisme : NIMH NIH HHS
ID : R21 MH103877
Pays : United States
Organisme : NIMH NIH HHS
ID : U01 MH103365
Pays : United States
Organisme : NIDCR NIH HHS
ID : R03 DE025665
Pays : United States
Organisme : NHGRI NIH HHS
ID : R01 HG006399
Pays : United States
Organisme : NIMH NIH HHS
ID : U01 MH103392
Pays : United States
Organisme : NIMH NIH HHS
ID : R01 MH057881
Pays : United States
Organisme : NIMH NIH HHS
ID : U01 MH103346
Pays : United States
Organisme : NIMH NIH HHS
ID : R01 MH105472
Pays : United States
Organisme : NIMH NIH HHS
ID : U01 MH103340
Pays : United States
Organisme : NIMH NIH HHS
ID : U01 MH103339
Pays : United States
Organisme : NIMH NIH HHS
ID : R01 MH109904
Pays : United States
Organisme : NIMH NIH HHS
ID : R21 MH105881
Pays : United States
Organisme : NIMH NIH HHS
ID : U01 MH106874
Pays : United States
Organisme : NIMH NIH HHS
ID : R01 MH110926
Pays : United States
Organisme : NIMH NIH HHS
ID : U01 MH116488
Pays : United States
Organisme : NIMH NIH HHS
ID : P50 MH106934
Pays : United States
Organisme : NIMH NIH HHS
ID : R01 MH115957
Pays : United States
Organisme : NIMH NIH HHS
ID : R37 MH057881
Pays : United States
Organisme : NIMH NIH HHS
ID : U01 MH105575
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR001863
Pays : United States
Organisme : NCI NIH HHS
ID : R01 CA227237
Pays : United States
Organisme : NIMH NIH HHS
ID : R01 MH109901
Pays : United States
Organisme : NICHD NIH HHS
ID : R01 HD081256
Pays : United States
Organisme : NICHD NIH HHS
ID : R24 HD000836
Pays : United States
Organisme : NHGRI NIH HHS
ID : U01 HG009080
Pays : United States
Organisme : NIMH NIH HHS
ID : U01 MH111662
Pays : United States
Organisme : NIMH NIH HHS
ID : R21 MH102791
Pays : United States
Organisme : NIMH NIH HHS
ID : R01 MH105898
Pays : United States
Organisme : NICHD NIH HHS
ID : R01 HD096326
Pays : United States
Organisme : NHLBI NIH HHS
ID : K25 HL121295
Pays : United States

Informations de copyright

Copyright © 2020 The Author(s). Published by Elsevier Inc. All rights reserved.

Déclaration de conflit d'intérêts

Declaration of Interests The authors declare no competing interests.

Références

Nature. 2011 Oct 26;478(7370):483-9
pubmed: 22031440
Gigascience. 2015 Feb 25;4:7
pubmed: 25722852
Nat Genet. 2018 Jul;50(7):1048-1053
pubmed: 29942082
BMC Bioinformatics. 2008 Dec 29;9:559
pubmed: 19114008
Neuropsychopharmacology. 2010 Jan;35(1):147-68
pubmed: 19794405
Science. 2018 Dec 14;362(6420):
pubmed: 30545852
Bioinformatics. 2015 Jan 15;31(2):166-9
pubmed: 25260700
Nature. 2010 Dec 9;468(7325):815-8
pubmed: 21150997
Bioinformatics. 2012 Mar 15;28(6):882-3
pubmed: 22257669
PLoS One. 2013 Jul 18;8(7):e68141
pubmed: 23874524
Nat Genet. 2014 Nov;46(11):1173-86
pubmed: 25282103
Bioinformatics. 2009 Jul 15;25(14):1754-60
pubmed: 19451168
Nat Genet. 2013 Dec;45(12):1452-8
pubmed: 24162737
Nature. 2010 Nov 11;468(7321):187-93
pubmed: 21068826
PLoS Biol. 2008 Dec 23;6(12):e1
pubmed: 19222302
Nature. 2010 Dec 9;468(7325):811-4
pubmed: 21150996
PLoS Comput Biol. 2015 Apr 17;11(4):e1004219
pubmed: 25885710
Neuron. 2013 Oct 30;80(3):578-87
pubmed: 24183011
Bioinformatics. 2014 Oct 15;30(20):2843-51
pubmed: 24974202
Am J Hum Genet. 2017 Mar 2;100(3):406-413
pubmed: 28190455
PLoS Comput Biol. 2014 Sep 11;10(9):e1003808
pubmed: 25210953
Mol Biol Rep. 2012 Mar;39(3):2129-37
pubmed: 21655954
Cell. 2013 Nov 21;155(5):1008-21
pubmed: 24267887
Nucleic Acids Res. 2011 Jul;39(Web Server issue):W307-15
pubmed: 21646343
Nat Genet. 2019 Mar;51(3):431-444
pubmed: 30804558
PLoS Comput Biol. 2011 Jan 20;7(1):e1001057
pubmed: 21283776
Nat Neurosci. 2015 Jun;18(6):926
pubmed: 26007216
Cell. 2019 Oct 17;179(3):750-771.e22
pubmed: 31626773
Science. 2018 Dec 14;362(6420):
pubmed: 30545855
Neuron. 2016 Jan 20;89(2):248-68
pubmed: 26796689
Nat Genet. 2013 Nov;45(11):1353-60
pubmed: 24076602
Bioinformatics. 2010 Oct 1;26(19):2438-44
pubmed: 20709693
Genome Biol. 2016 Jun 06;17(1):122
pubmed: 27268795
Genome Res. 2010 Sep;20(9):1297-303
pubmed: 20644199
Genome Biol. 2014;15(12):550
pubmed: 25516281
Nucleic Acids Res. 2006 Jan 1;34(Database issue):D535-9
pubmed: 16381927
Nat Neurosci. 2015 Feb;18(2):191-8
pubmed: 25531569
Nat Genet. 2018 May;50(5):668-681
pubmed: 29700475
Nat Genet. 2019 Jan;51(1):63-75
pubmed: 30478444
Lancet Psychiatry. 2014 Dec;1(7):549-58
pubmed: 26361314
Cell. 2013 Nov 21;155(5):997-1007
pubmed: 24267886
PLoS Genet. 2014 May 15;10(5):e1004383
pubmed: 24830394
Nucleic Acids Res. 2015 Apr 20;43(7):e47
pubmed: 25605792
Bioinformatics. 2011 Apr 1;27(7):1043-4
pubmed: 21300700
Mol Psychiatry. 2010 Aug;15(8):779-84
pubmed: 20351726
Nat Genet. 2013 Nov;45(11):1274-1283
pubmed: 24097068
Nature. 2014 Jul 24;511(7510):421-7
pubmed: 25056061
Brief Bioinform. 2017 Mar 1;18(2):205-214
pubmed: 26891983
Nucleic Acids Res. 2018 Jan 4;46(D1):D296-D302
pubmed: 29126174
Nature. 2016 Aug 17;536(7616):285-91
pubmed: 27535533
Hum Brain Mapp. 2010 Jun;31(6):917-25
pubmed: 20496382
Nat Neurosci. 2018 Aug;21(8):1117-1125
pubmed: 30050107
Nat Commun. 2018 Oct 2;9(1):4038
pubmed: 30279509
Nature. 2015 Feb 19;518(7539):317-30
pubmed: 25693563
Nature. 2017 Oct 11;550(7675):204-213
pubmed: 29022597
BMC Syst Biol. 2007 Nov 21;1:54
pubmed: 18031580
Neuron. 2014 Oct 22;84(2):275-91
pubmed: 25374355
Nature. 2017 Feb 23;542(7642):433-438
pubmed: 28135719
PLoS Genet. 2010 May 13;6(5):e1000952
pubmed: 20485568
Nat Neurosci. 2016 Nov;19(11):1442-1453
pubmed: 27668389
Science. 2015 Sep 25;349(6255):1489-94
pubmed: 26404826
Science. 2018 Dec 14;362(6420):
pubmed: 30545857
Cell. 2013 Aug 1;154(3):518-29
pubmed: 23911319
Neuron. 2007 Oct 25;56(2):399-413
pubmed: 17964254
Nucleic Acids Res. 2003 Jan 1;31(1):374-8
pubmed: 12520026
Am J Hum Genet. 2012 Nov 2;91(5):839-48
pubmed: 23103226
Neuron. 2015 Sep 23;87(6):1215-1233
pubmed: 26402605
Science. 2017 Dec 8;358(6368):1318-1323
pubmed: 29217575
Nat Neurosci. 2015 Dec;18(12):1707-12
pubmed: 26605881
Bioinformatics. 2012 Dec 15;28(24):3329-31
pubmed: 23052040
Am J Med Genet A. 2018 Oct;176(10):2192-2202
pubmed: 29048724
Genome Biol. 2014 Feb 03;15(2):R29
pubmed: 24485249
Hum Genet. 2016 Jun;135(6):625-34
pubmed: 27221085
Genome Res. 2002 Jun;12(6):996-1006
pubmed: 12045153
Genome Res. 2012 Sep;22(9):1760-74
pubmed: 22955987
Nat Genet. 2018 Aug;50(8):1112-1121
pubmed: 30038396
Annu Rev Genomics Hum Genet. 2014;15:195-213
pubmed: 25184530
Bioinformatics. 2013 Jan 1;29(1):15-21
pubmed: 23104886
J Neurosci. 2014 Jan 22;34(4):1420-31
pubmed: 24453331
Biometrics. 1999 Dec;55(4):997-1004
pubmed: 11315092
Cell. 2011 Jul 8;146(1):18-36
pubmed: 21729779
Neuron. 2014 Jan 22;81(2):321-32
pubmed: 24373884
Am J Hum Genet. 2018 Jun 7;102(6):1169-1184
pubmed: 29805045
Science. 2018 Dec 14;362(6420):
pubmed: 30545854
Nat Genet. 2017 Oct;49(10):1511-1516
pubmed: 28892059
Science. 2019 May 17;364(6441):685-689
pubmed: 31097668
Bioinformatics. 2010 Sep 15;26(18):2336-7
pubmed: 20634204
Neuron. 2015 Dec 16;88(6):1078-1083
pubmed: 26687217
Nat Neurosci. 2017 Dec;20(12):1661-1668
pubmed: 29184211
Nat Genet. 2018 May;50(5):727-736
pubmed: 29700473
Nat Methods. 2015 Feb;12(2):115-21
pubmed: 25633503
Genome Biol. 2018 Nov 12;19(1):194
pubmed: 30419947
Dev Med Child Neurol. 2014 Jan;56(1):12-8
pubmed: 24116704
Science. 2015 Mar 6;347(6226):1155-9
pubmed: 25745175
Nat Neurosci. 2016 Oct 26;19(11):1392-1396
pubmed: 27786187
Nat Rev Neurosci. 2017 Dec;18(12):727-740
pubmed: 29070826
Neuron. 2018 Oct 24;100(2):406-423
pubmed: 30359605
Science. 2015 May 8;348(6235):648-60
pubmed: 25954001
Science. 2013 Oct 11;342(6155):200-1
pubmed: 24115427
Lancet Neurol. 2015 Nov;14(11):1121-34
pubmed: 25891007
Nature. 2018 Oct;562(7726):210-216
pubmed: 30305740
Bioinformatics. 2010 Mar 15;26(6):841-2
pubmed: 20110278
Trends Neurosci. 2019 Feb;42(2):115-127
pubmed: 30563709
PLoS Genet. 2010 Apr 01;6(4):e1000888
pubmed: 20369019
Cell. 2020 Feb 6;180(3):568-584.e23
pubmed: 31981491
Nat Genet. 2007 Dec;39(12):1494-9
pubmed: 17982457
Nature. 2011 Oct 26;478(7370):519-23
pubmed: 22031444
Bioinformatics. 2015 Aug 15;31(16):2601-6
pubmed: 25886982

Auteurs

Donna M Werling (DM)

Department of Psychiatry, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA 94158, USA; Laboratory of Genetics, University of Wisconsin-Madison, Madison, WI 53706, USA.

Sirisha Pochareddy (S)

Department of Neuroscience and Kavli Institute for Neuroscience, Yale School of Medicine, New Haven, CT 06510, USA.

Jinmyung Choi (J)

Department of Neuroscience and Kavli Institute for Neuroscience, Yale School of Medicine, New Haven, CT 06510, USA.

Joon-Yong An (JY)

Department of Psychiatry, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA 94158, USA; Department of Integrated Biomedical and Life Science, Korea University, Seoul 02841, Republic of Korea; School of Biosystem and Biomedical Science, College of Health Science, Korea University, Seoul 02841, Republic of Korea.

Brooke Sheppard (B)

Department of Psychiatry, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA 94158, USA.

Minshi Peng (M)

Department of Statistics and Data Science, Carnegie Mellon University, Pittsburgh, PA 15213, USA.

Zhen Li (Z)

Department of Neuroscience and Kavli Institute for Neuroscience, Yale School of Medicine, New Haven, CT 06510, USA; Department of Neurosciences, University of California, San Diego, San Diego, CA 92093, USA.

Claudia Dastmalchi (C)

Department of Psychiatry, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA 94158, USA.

Gabriel Santpere (G)

Department of Neuroscience and Kavli Institute for Neuroscience, Yale School of Medicine, New Haven, CT 06510, USA; Neurogenomics Group, Research Programme on Biomedical Informatics, Hospital del Mar Medical Research Institute, Department of Experimental and Health Sciences, Universitat Pompeu Fabra, 08003 Barcelona, Catalonia, Spain.

André M M Sousa (AMM)

Department of Neuroscience and Kavli Institute for Neuroscience, Yale School of Medicine, New Haven, CT 06510, USA.

Andrew T N Tebbenkamp (ATN)

Department of Neuroscience and Kavli Institute for Neuroscience, Yale School of Medicine, New Haven, CT 06510, USA.

Navjot Kaur (N)

Department of Neuroscience and Kavli Institute for Neuroscience, Yale School of Medicine, New Haven, CT 06510, USA.

Forrest O Gulden (FO)

Department of Neuroscience and Kavli Institute for Neuroscience, Yale School of Medicine, New Haven, CT 06510, USA.

Michael S Breen (MS)

Seaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Mindich Child Health and Development Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.

Lindsay Liang (L)

Department of Psychiatry, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA 94158, USA.

Michael C Gilson (MC)

Department of Psychiatry, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA 94158, USA.

Xuefang Zhao (X)

Center for Genomic Medicine and Department of Neurology, Massachusetts General Hospital, Boston, MA 02114, USA; Department of Neurology, Harvard Medical School, Boston, MA 02115, USA; Program in Medical and Population Genetics and Stanley Center for Psychiatric Research, Broad Institute, Cambridge, MA 02142, USA.

Shan Dong (S)

Department of Psychiatry, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA 94158, USA.

Lambertus Klei (L)

Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA.

A Ercument Cicek (AE)

Department of Computer Engineering, Bilkent University, Ankara 06800, Turkey; Computational Biology Department, Carnegie Mellon University, Pittsburgh, PA 15213, USA.

Joseph D Buxbaum (JD)

Seaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Mindich Child Health and Development Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.

Homa Adle-Biassette (H)

Department of Pathology, Lariboisière Hospital, APHP, Biobank BB-0033-00064, and Université de Paris, 75006 Paris, France.

Jean-Leon Thomas (JL)

Department of Neurology, Yale University School of Medicine, New Haven, CT 06511, USA; UMRS1127, Sorbonne Université, Institut du Cerveau et de la Moelle Épinière, 75013 Paris, France.

Kimberly A Aldinger (KA)

Center for Integrative Brain Research, Seattle Children's Research Institute, Seattle, WA 98101, USA; Brotman Baty Institute for Precision Medicine, Seattle, WA 98195, USA.

Diana R O'Day (DR)

Department of Pediatrics, University of Washington, Seattle, WA 98105, USA.

Ian A Glass (IA)

Department of Pediatrics, University of Washington, Seattle, WA 98105, USA.

Noah A Zaitlen (NA)

Department of Medicine, University of California, San Francisco, San Francisco, CA 94158, USA.

Michael E Talkowski (ME)

Center for Genomic Medicine and Department of Neurology, Massachusetts General Hospital, Boston, MA 02114, USA; Department of Neurology, Harvard Medical School, Boston, MA 02115, USA; Program in Medical and Population Genetics and Stanley Center for Psychiatric Research, Broad Institute, Cambridge, MA 02142, USA.

Kathryn Roeder (K)

Department of Statistics and Data Science, Carnegie Mellon University, Pittsburgh, PA 15213, USA; Computational Biology Department, Carnegie Mellon University, Pittsburgh, PA 15213, USA.

Matthew W State (MW)

Department of Psychiatry, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA 94158, USA; Institute for Human Genetics, University of California, San Francisco, San Francisco, CA 94158, USA.

Bernie Devlin (B)

Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA.

Stephan J Sanders (SJ)

Department of Psychiatry, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA 94158, USA; Institute for Human Genetics, University of California, San Francisco, San Francisco, CA 94158, USA. Electronic address: stephan.sanders@ucsf.edu.

Nenad Sestan (N)

Department of Neuroscience and Kavli Institute for Neuroscience, Yale School of Medicine, New Haven, CT 06510, USA; Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06520, USA; Department of Genetics, Yale University School of Medicine, New Haven, CT 06520, USA; Department of Comparative Medicine, Program in Integrative Cell Signaling and Neurobiology of Metabolism, Yale School of Medicine, New Haven, CT 06510, USA; Program in Cellular Neuroscience, Neurodegeneration, and Repair and Yale Child Study Center, Yale School of Medicine, New Haven, CT 06510, USA. Electronic address: nenad.sestan@yale.edu.

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