Single-cell genomics and regulatory networks for 388 human brains.
Journal
Science (New York, N.Y.)
ISSN: 1095-9203
Titre abrégé: Science
Pays: United States
ID NLM: 0404511
Informations de publication
Date de publication:
24 May 2024
24 May 2024
Historique:
medline:
23
5
2024
pubmed:
23
5
2024
entrez:
23
5
2024
Statut:
ppublish
Résumé
Single-cell genomics is a powerful tool for studying heterogeneous tissues such as the brain. Yet little is understood about how genetic variants influence cell-level gene expression. Addressing this, we uniformly processed single-nuclei, multiomics datasets into a resource comprising >2.8 million nuclei from the prefrontal cortex across 388 individuals. For 28 cell types, we assessed population-level variation in expression and chromatin across gene families and drug targets. We identified >550,000 cell type-specific regulatory elements and >1.4 million single-cell expression quantitative trait loci, which we used to build cell-type regulatory and cell-to-cell communication networks. These networks manifest cellular changes in aging and neuropsychiatric disorders. We further constructed an integrative model accurately imputing single-cell expression and simulating perturbations; the model prioritized ~250 disease-risk genes and drug targets with associated cell types.
Identifiants
pubmed: 38781369
doi: 10.1126/science.adi5199
doi:
Substances chimiques
Chromatin
0
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
eadi5199Investigateurs
Schahram Akbarian
(S)
Alexej Abyzov
(A)
Nadav Ahituv
(N)
Dhivya Arasappan
(D)
Jose Juan Almagro Armenteros
(JJ)
Brian J Beliveau
(BJ)
Sabina Berretta
(S)
Rahul A Bharadwaj
(RA)
Arjun Bhattacharya
(A)
Kristen Brennand
(K)
Davide Capauto
(D)
Frances A Champagne
(FA)
Chris Chatzinakos
(C)
H Isaac Chen
(HI)
Lijun Cheng
(L)
Andrew Chess
(A)
Jo-Fan Chien
(JF)
Ashley Clement
(A)
Leonardo Collado-Torres
(L)
Gregory M Cooper
(GM)
Gregory E Crawford
(GE)
Rujia Dai
(R)
Nikolaos P Daskalakis
(NP)
Jose Davila-Velderrain
(J)
Amy Deep-Soboslay
(A)
Chengyu Deng
(C)
Christopher P DiPietro
(CP)
Stella Dracheva
(S)
Shiron Drusinsky
(S)
Duc Duong
(D)
Nicholas J Eagles
(NJ)
Jonathan Edelstein
(J)
Kiki Galani
(K)
Kiran Girdhar
(K)
Fernando S Goes
(FS)
William Greenleaf
(W)
Hanmin Guo
(H)
Qiuyu Guo
(Q)
Yoav Hadas
(Y)
Joachim Hallmayer
(J)
Xikun Han
(X)
Vahram Haroutunian
(V)
Chuan He
(C)
Stephanie C Hicks
(SC)
Marcus Ho
(M)
Li-Lun Ho
(LL)
Yiling Huang
(Y)
Louise A Huuki-Myers
(LA)
Thomas M Hyde
(TM)
Artemis Iatrou
(A)
Fumitaka Inoue
(F)
Aarti Jajoo
(A)
Lihua Jiang
(L)
Peng Jin
(P)
Connor Jops
(C)
Alexandre Jourdon
(A)
Manolis Kellis
(M)
Joel E Kleinman
(JE)
Steven P Kleopoulos
(SP)
Alex Kozlenkov
(A)
Arnold Kriegstein
(A)
Anshul Kundaje
(A)
Soumya Kundu
(S)
Junhao Li
(J)
Mingfeng Li
(M)
Xiao Lin
(X)
Shuang Liu
(S)
Chunyu Liu
(C)
Jacob M Loupe
(JM)
Dan Lu
(D)
Liang Ma
(L)
Jessica Mariani
(J)
Keri Martinowich
(K)
Kristen R Maynard
(KR)
Richard M Myers
(RM)
Courtney Micallef
(C)
Tatiana Mikhailova
(T)
Guo-Li Ming
(GL)
Shahin Mohammadi
(S)
Emma Monte
(E)
Kelsey S Montgomery
(KS)
Eran A Mukamel
(EA)
Angus C Nairn
(AC)
Charles B Nemeroff
(CB)
Scott Norton
(S)
Tomasz Nowakowski
(T)
Larsson Omberg
(L)
Stephanie C Page
(SC)
Saejeong Park
(S)
Ashok Patowary
(A)
Reenal Pattni
(R)
Geo Pertea
(G)
Mette A Peters
(MA)
Dalila Pinto
(D)
Sirisha Pochareddy
(S)
Katherine S Pollard
(KS)
Alex Pollen
(A)
Pawel F Przytycki
(PF)
Carolin Purmann
(C)
Zhaohui S Qin
(ZS)
Ping-Ping Qu
(PP)
Towfique Raj
(T)
Sarah Reach
(S)
Thomas Reimonn
(T)
Kerry J Ressler
(KJ)
Deanna Ross
(D)
Joel Rozowsky
(J)
Misir Ruth
(M)
W Brad Ruzicka
(WB)
Stephan J Sanders
(SJ)
Juliane M Schneider
(JM)
Soraya Scuderi
(S)
Robert Sebra
(R)
Nicholas Seyfried
(N)
Zhiping Shao
(Z)
Annie W Shieh
(AW)
Joo Heon Shin
(JH)
Mario Skarica
(M)
Clara Snijders
(C)
Hongjun Song
(H)
Matthew W State
(MW)
Jason Stein
(J)
Marilyn Steyert
(M)
Sivan Subburaju
(S)
Thomas Sudhof
(T)
Michael Snyder
(M)
Ran Tao
(R)
Karen Therrien
(K)
Li-Huei Tsai
(LH)
Alexander E Urban
(AE)
Flora M Vaccarino
(FM)
Harm van Bakel
(H)
Daniel Vo
(D)
Georgios Voloudakis
(G)
Tao Wang
(T)
Sidney H Wang
(SH)
Yifan Wang
(Y)
Yu Wei
(Y)
Annika K Weimer
(AK)
Daniel R Weinberger
(DR)
Cindy Wen
(C)
Sean Whalen
(S)
A Jeremy Willsey
(AJ)
Wing Wong
(W)
Hao Wu
(H)
Feinan Wu
(F)
Stefan Wuchty
(S)
Dennis Wylie
(D)
Chloe X Yap
(CX)
Biao Zeng
(B)
Pan Zhang
(P)
Chunling Zhang
(C)
Bin Zhang
(B)
Yanqiong Zhang
(Y)
Ryan Ziffra
(R)
Zane R Zeier
(ZR)
Trisha M Zintel
(TM)