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A multimodal cell census and atlas of the mammalian primary motor cortex

BRAIN Initiative Cell Census Network (BICCN), View ORCID ProfileRicky S. Adkins, View ORCID ProfileAndrew I. Aldridge, View ORCID ProfileShona Allen, View ORCID ProfileSeth A. Ament, View ORCID ProfileXu An, View ORCID ProfileEthan Armand, View ORCID ProfileGiorgio A. Ascoli, View ORCID ProfileTrygve E. Bakken, View ORCID ProfileAnita Bandrowski, View ORCID ProfileSamik Banerjee, View ORCID ProfileNikolaos Barkas, View ORCID ProfileAnna Bartlett, View ORCID ProfileHelen S. Bateup, View ORCID ProfileM. Margarita Behrens, View ORCID ProfilePhilipp Berens, View ORCID ProfileJim Berg, View ORCID ProfileMatteo Bernabucci, View ORCID ProfileYves Bernaerts, View ORCID ProfileDarren Bertagnolli, View ORCID ProfileTommaso Biancalani, Lara Boggeman, View ORCID ProfileA. Sina Booeshaghi, View ORCID ProfileIan Bowman, View ORCID ProfileHéctor Corrada Bravo, View ORCID ProfileCathryn René Cadwell, View ORCID ProfileEdward M. Callaway, View ORCID ProfileBenjamin Carlin, View ORCID ProfileCarolyn O'Connor, View ORCID ProfileRobert Carter, View ORCID ProfileTamara Casper, View ORCID ProfileRosa G. Castanon, View ORCID ProfileJesus Ramon Castro, View ORCID ProfileRebecca K. Chance, View ORCID ProfileApaala Chatterjee, View ORCID ProfileHuaming Chen, View ORCID ProfileJerold Chun, View ORCID ProfileCarlo Colantuoni, View ORCID ProfileJonathan Crabtree, View ORCID ProfileHeather Creasy, View ORCID ProfileKirsten Crichton, View ORCID ProfileMegan Crow, View ORCID ProfileFlorence D. D'Orazi, View ORCID ProfileTanya L. Daigle, View ORCID ProfileRachel Dalley, View ORCID ProfileNick Dee, View ORCID ProfileKylee Degatano, View ORCID ProfileBenjamin Dichter, View ORCID ProfileDinh Diep, View ORCID ProfileLiya Ding, View ORCID ProfileSong-Lin Ding, View ORCID ProfileBertha Dominguez, View ORCID ProfileHong-Wei Dong, View ORCID ProfileWeixiu Dong, View ORCID ProfileElizabeth L. Dougherty, View ORCID ProfileSandrine Dudoit, View ORCID ProfileJoseph R. Ecker, View ORCID ProfileStephen W. Eichhorn, View ORCID ProfileRongxin Fang, View ORCID ProfileVictor Felix, View ORCID ProfileGuoping Feng, View ORCID ProfileZhao Feng, View ORCID ProfileStephan Fischer, View ORCID ProfileConor Fitzpatrick, View ORCID ProfileOlivia Fong, View ORCID ProfileNicholas N. Foster, View ORCID ProfileWilliam Galbavy, View ORCID ProfileJames C. Gee, View ORCID ProfileSatrajit S. Ghosh, View ORCID ProfileMichelle Giglio, View ORCID ProfileThomas H. Gillespie, View ORCID ProfileJesse Gillis, View ORCID ProfileMelissa Goldman, View ORCID ProfileJeff Goldy, View ORCID ProfileHui Gong, View ORCID ProfileLin Gou, View ORCID ProfileMichael Grauer, View ORCID ProfileYaroslav O. Halchenko, View ORCID ProfileJulie A. Harris, View ORCID ProfileLeonard Hartmanis, View ORCID ProfileJoshua T. Hatfield, View ORCID ProfileMike Hawrylycz, View ORCID ProfileBrian Helba, View ORCID ProfileBrian R. Herb, View ORCID ProfileRonna Hertzano, View ORCID ProfileHouri Hintiryan, View ORCID ProfileKarla E. Hirokawa, View ORCID ProfileDirk Hockemeyer, View ORCID ProfileRebecca D. Hodge, View ORCID ProfileGreg Hood, View ORCID ProfileGregory D. Horwitz, View ORCID ProfileXiaomeng Hou, View ORCID ProfileLijuan Hu, View ORCID ProfileQiwen Hu, View ORCID ProfileZ. Josh Huang, View ORCID ProfileBingxing Huo, View ORCID ProfileTony Ito-Cole, View ORCID ProfileMatthew Jacobs, View ORCID ProfileXueyan Jia, View ORCID ProfileShengdian Jiang, View ORCID ProfileTao Jiang, View ORCID ProfileXiaolong Jiang, View ORCID ProfileXin Jin, View ORCID ProfileNikolas L. Jorstad, View ORCID ProfileBrian E. Kalmbach, View ORCID ProfileJayaram Kancherla, View ORCID ProfileC. Dirk Keene, View ORCID ProfileKathleen Kelly, View ORCID ProfileFarzaneh Khajouei, View ORCID ProfilePeter V. Kharchenko, View ORCID ProfileGukhan Kim, View ORCID ProfileAndrew L. Ko, View ORCID ProfileDmitry Kobak, View ORCID ProfileKishori Konwar, View ORCID ProfileDaniel J. Kramer, View ORCID ProfileFenna M. Krienen, View ORCID ProfileMatthew Kroll, View ORCID ProfileXiuli Kuang, View ORCID ProfileHsien-Chi Kuo, View ORCID ProfileBlue B. Lake, View ORCID ProfileRachael Larsen, View ORCID ProfileKanan Lathia, View ORCID ProfileSophie Laturnus, View ORCID ProfileAngus Y. Lee, View ORCID ProfileCheng-Ta Lee, View ORCID ProfileKuo-Fen Lee, View ORCID ProfileEd S. Lein, View ORCID ProfilePhil Lesnar, View ORCID ProfileAnan Li, View ORCID ProfileXiangning Li, Xu Li, View ORCID ProfileYang Eric Li, View ORCID ProfileYaoyao Li, View ORCID ProfileYuanyuan Li, View ORCID ProfileByungkook Lim, View ORCID ProfileSten Linnarsson, View ORCID ProfileChristine S. Liu, View ORCID ProfileHanqing Liu, View ORCID ProfileLijuan Liu, View ORCID ProfileJacinta D. Lucero, View ORCID ProfileChongyuan Luo, View ORCID ProfileQingming Luo, View ORCID ProfileEvan Z. Macosko, View ORCID ProfileAnup Mahurkar, View ORCID ProfileMaryann E. Martone, View ORCID ProfileKatherine S. Matho, View ORCID ProfileSteven A. McCarroll, View ORCID ProfileCarrie McCracken, View ORCID ProfileDelissa McMillen, View ORCID ProfileElanine Miranda, View ORCID ProfilePartha P Mitra, View ORCID ProfilePaula Assakura Miyazaki, View ORCID ProfileJudith Mizrachi, View ORCID ProfileStephanie Mok, View ORCID ProfileEran A. Mukamel, View ORCID ProfileShalaka Mulherkar, View ORCID ProfileNaeem M. Nadaf, View ORCID ProfileMaitham Naeemi, View ORCID ProfileArun Narasimhan, View ORCID ProfileJoseph R. Nery, View ORCID ProfileLydia Ng, View ORCID ProfileJohn Ngai, View ORCID ProfileThuc Nghi Nguyen, View ORCID ProfileLance Nickel, View ORCID ProfilePhilip R. Nicovich, View ORCID ProfileSheng-Yong Niu, View ORCID ProfileVasilis Ntranos, View ORCID ProfileMichael Nunn, View ORCID ProfileDustin Olley, View ORCID ProfileJoshua Orvis, View ORCID ProfileJulia K. Osteen, View ORCID ProfilePavel Osten, View ORCID ProfileScott F. Owen, View ORCID ProfileLior Pachter, View ORCID ProfileRamesh Palaniswamy, View ORCID ProfileCarter R. Palmer, View ORCID ProfileYan Pang, View ORCID ProfileHanchuan Peng, View ORCID ProfileThanh Pham, View ORCID ProfileAntonio Pinto-Duarte, View ORCID ProfileNongluk Plongthongkum, View ORCID ProfileOlivier Poirion, View ORCID ProfileSebastian Preissl, View ORCID ProfileElizabeth Purdom, View ORCID ProfileLei Qu, View ORCID ProfileMohammad Rashid, View ORCID ProfileNora M. Reed, View ORCID ProfileAviv Regev, View ORCID ProfileBing Ren, View ORCID ProfileMiao Ren, View ORCID ProfileChristine Rimorin, View ORCID ProfileDavide Risso, View ORCID ProfileAngeline C. Rivkin, View ORCID ProfileRodrigo Muñoz-Castañeda, View ORCID ProfileWilliam J. Romanow, View ORCID ProfileAlexander J. Ropelewski, View ORCID ProfileHector Roux de Bézieux, View ORCID ProfileZongcai Ruan, View ORCID ProfileRickard Sandberg, View ORCID ProfileSteven Savoia, View ORCID ProfileFederico Scala, View ORCID ProfileMichael Schor, View ORCID ProfileElise Shen, View ORCID ProfileKimberly Siletti, View ORCID ProfileJared B. Smith, View ORCID ProfileKimberly Smith, View ORCID ProfileSaroja Somasundaram, View ORCID ProfileYuanyuan Song, View ORCID ProfileStaci A. Sorensen, View ORCID ProfileDavid A. Stafford, View ORCID ProfileKelly Street, View ORCID ProfileJosef Sulc, View ORCID ProfileSusan Sunkin, View ORCID ProfileValentine Svensson, View ORCID ProfilePengcheng Tan, View ORCID ProfileZheng Huan Tan, View ORCID ProfileBosiljka Tasic, View ORCID ProfileCarol Thompson, View ORCID ProfileWei Tian, View ORCID ProfileTimothy L. Tickle, View ORCID ProfileMichael Tieu, View ORCID ProfileJonathan T. Ting, View ORCID ProfileAndreas Savas Tolias, View ORCID ProfileAmy Torkelson, View ORCID ProfileHerman Tung, View ORCID ProfileEeshit Dhaval Vaishnav, View ORCID ProfileKoen Van den Berge, View ORCID ProfileCindy T.J. van Velthoven, View ORCID ProfileCharles R. Vanderburg, View ORCID ProfileMatthew B. Veldman, View ORCID ProfileMinh Vu, View ORCID ProfileWayne Wakeman, View ORCID ProfilePeng Wang, View ORCID ProfileQuanxin Wang, View ORCID ProfileXinxin Wang, View ORCID ProfileYimin Wang, View ORCID ProfileYun Wang, View ORCID ProfileJoshua D. Welch, View ORCID ProfileOwen White, View ORCID ProfileElora Williams, View ORCID ProfileFangming Xie, View ORCID ProfilePeng Xie, View ORCID ProfileFeng Xiong, View ORCID ProfileX. William Yang, View ORCID ProfileAnna Marie Yanny, View ORCID ProfileZizhen Yao, View ORCID ProfileLulu Yin, View ORCID ProfileYang Yu, View ORCID ProfileJing Yuan, View ORCID ProfileHongkui Zeng, View ORCID ProfileKun Zhang, View ORCID ProfileMeng Zhang, View ORCID ProfileZhuzhu Zhang, View ORCID ProfileSujun Zhao, View ORCID ProfileXuan Zhao, View ORCID ProfileJingtian Zhou, View ORCID ProfileXiaowei Zhuang, View ORCID ProfileBrian Zingg
doi: https://doi.org/10.1101/2020.10.19.343129
1Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD
Ricky S. Adkins
1Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD
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Andrew I. Aldridge
2Genomic Analysis Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
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  • ORCID record for Andrew I. Aldridge
Shona Allen
3Department of Molecular and Cell Biology, University of California, Berkeley, CA 94720
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Seth A. Ament
4Department of Psychiatry, University of Maryland School of Medicine, Baltimore, MD; Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD
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Xu An
5Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724
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Ethan Armand
6Department of Cognitive Science, University of California, San Diego, La Jolla, CA 92037
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  • ORCID record for Ethan Armand
Giorgio A. Ascoli
7Center for Neural Informatics, Krasnow Institute for Advanced Study, George Mason University, Fairfax, VA, USA; Bioengineering Department, George Mason University, Fairfax, VA, USA
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Trygve E. Bakken
8Allen Institute for Brain Science, Seattle, WA, 98109
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Anita Bandrowski
9Department of Neurosciences, University of California, San Diego, La Jolla, CA 92093
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  • ORCID record for Anita Bandrowski
Samik Banerjee
5Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724
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Nikolaos Barkas
10Data Sciences Platform, Broad Institute of MIT and Harvard, Cambridge, MA 02142
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Anna Bartlett
2Genomic Analysis Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
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  • ORCID record for Anna Bartlett
Helen S. Bateup
11Department of Molecular and Cell Biology, University of California, Berkeley, CA 94720; Helen Wills Neuroscience Institute, University of California, Berkeley, CA 94720; Chan Zuckerberg Biohub, San Francisco, CA 94158
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M. Margarita Behrens
12Computational Neurobiology Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
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  • ORCID record for M. Margarita Behrens
Philipp Berens
13Institute for Ophthalmic Research, Center for Integrative Neuroscience, Institute for Bioinformatics and Medical Informatics, Bernstein Center for Computational Neuroscience, University of Tübingen, 72076 Germany
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Jim Berg
8Allen Institute for Brain Science, Seattle, WA, 98109
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  • ORCID record for Jim Berg
Matteo Bernabucci
14Department of Neuroscience, Baylor College of Medicine, Houston, TX, 77030, USA; Center for Neuroscience and Artificial Intelligence, Baylor College of Medicine, Houston, TX, 77030, USA
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  • ORCID record for Matteo Bernabucci
Yves Bernaerts
15Institute for Ophthalmic Research, University of Tübingen, 72076, Germany
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  • ORCID record for Yves Bernaerts
Darren Bertagnolli
8Allen Institute for Brain Science, Seattle, WA, 98109
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Tommaso Biancalani
16Broad Institute of MIT and Harvard, Cambridge, MA 02142
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Lara Boggeman
17Flow Cytometry Core Facility, The Salk Institute for Biological Studies, La Jolla, CA 92037
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A. Sina Booeshaghi
18California Institute of Technology, Pasadena, CA 91125
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  • ORCID record for A. Sina Booeshaghi
Ian Bowman
19Center for Integrative Connectomics, USC Mark and Mary Stevens Neuroimaging and Informatics Institute, Department of Neurology, Zilkha Neurogenetic Institute, Keck School of Medicine at USC, University of Southern California, Los Angeles, CA 90033
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Héctor Corrada Bravo
20Center for Bioinformatics and Computational Biology, University of Maryland, College Park, College Park, MD, 20742
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Cathryn René Cadwell
21Department of Pathology, University of California San Francisco, San Francisco, California, 94143,USA
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Edward M. Callaway
22Systems Neurobiology Laboratories, The Salk Institute for Biological Studies, La Jolla, CA 92037
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  • ORCID record for Edward M. Callaway
  • For correspondence: callaway@salk.edu
Benjamin Carlin
10Data Sciences Platform, Broad Institute of MIT and Harvard, Cambridge, MA 02142
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Carolyn O'Connor
17Flow Cytometry Core Facility, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Robert Carter
1Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD
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Tamara Casper
8Allen Institute for Brain Science, Seattle, WA, 98109
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Rosa G. Castanon
2Genomic Analysis Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
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  • ORCID record for Rosa G. Castanon
Jesus Ramon Castro
14Department of Neuroscience, Baylor College of Medicine, Houston, TX, 77030, USA; Center for Neuroscience and Artificial Intelligence, Baylor College of Medicine, Houston, TX, 77030, USA
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Rebecca K. Chance
3Department of Molecular and Cell Biology, University of California, Berkeley, CA 94720
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Apaala Chatterjee
1Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD
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Huaming Chen
2Genomic Analysis Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Jerold Chun
23Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA, USA
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Carlo Colantuoni
24Department Neurology & Department Neuroscience, Johns Hopkins School of Medicine, Baltimore, MD;Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD
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Jonathan Crabtree
1Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD
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Heather Creasy
1Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD
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Kirsten Crichton
8Allen Institute for Brain Science, Seattle, WA, 98109
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Megan Crow
25Stanley Institute for Cognitive Genomics, Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724
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Florence D. D'Orazi
8Allen Institute for Brain Science, Seattle, WA, 98109
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Tanya L. Daigle
8Allen Institute for Brain Science, Seattle, WA, 98109
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Rachel Dalley
8Allen Institute for Brain Science, Seattle, WA, 98109
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Nick Dee
8Allen Institute for Brain Science, Seattle, WA, 98109
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Kylee Degatano
10Data Sciences Platform, Broad Institute of MIT and Harvard, Cambridge, MA 02142
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Benjamin Dichter
26CatalystNeuro, LLC
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Dinh Diep
27Department of Bioengineering, University of California, San Diego, La Jolla, CA 92093
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Liya Ding
28SEU-ALLEN Joint Center, Institute for Brain and Intelligence, Southeast University, Nanjing, Jiangsu, China
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Song-Lin Ding
8Allen Institute for Brain Science, Seattle, WA, 98109
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Bertha Dominguez
29Peptide Biology Laboratories, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Hong-Wei Dong
19Center for Integrative Connectomics, USC Mark and Mary Stevens Neuroimaging and Informatics Institute, Department of Neurology, Zilkha Neurogenetic Institute, Keck School of Medicine at USC, University of Southern California, Los Angeles, CA 90033
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  • For correspondence: hongweid@g.ucla.edu
Weixiu Dong
27Department of Bioengineering, University of California, San Diego, La Jolla, CA 92093
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Elizabeth L. Dougherty
16Broad Institute of MIT and Harvard, Cambridge, MA 02142
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Sandrine Dudoit
30Department of Statistics and Division of Biostatistics, University of California, Berkeley, Berkeley, CA 94720-3860
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Joseph R. Ecker
31Genomic Analysis Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037; Howard Hughes Medical Institute, The Salk Institute for Biological Studies, 10010 N. Torrey Pines Road, La Jolla, CA 92037
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  • For correspondence: ecker@salk.edu
Stephen W. Eichhorn
32Howard Hughes Medical Institute, Department of Chemistry and Chemical Biology, Department of Physics, Harvard University, Cambridge, MA 02138, USA
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Rongxin Fang
33Bioinformatics and Systems Biology Graduate Program, University of California San Diego, La Jolla, CA 92093
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Victor Felix
1Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD
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Guoping Feng
34McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139; Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139; Stanley Center for Psychiatric
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Zhao Feng
35Britton Chance Center for Biomedical Photonics, Wuhan National Laboratory for Optoelectronics, MoE Key Laboratory for Biomedical Photonics, Huazhong University of Science and Technology, Wuhan 430074, China
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Stephan Fischer
25Stanley Institute for Cognitive Genomics, Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724
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Conor Fitzpatrick
17Flow Cytometry Core Facility, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Olivia Fong
8Allen Institute for Brain Science, Seattle, WA, 98109
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Nicholas N. Foster
19Center for Integrative Connectomics, USC Mark and Mary Stevens Neuroimaging and Informatics Institute, Department of Neurology, Zilkha Neurogenetic Institute, Keck School of Medicine at USC, University of Southern California, Los Angeles, CA 90033
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William Galbavy
36Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724; Program in Neuroscience, Department of Neurobiology and Behavior, Stony Brook University, Stony Brook, NY, 11794, USA
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James C. Gee
37Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104
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Satrajit S. Ghosh
38Massachusetts Institute of Technology, Cambridge, MA
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Michelle Giglio
1Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD
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Thomas H. Gillespie
9Department of Neurosciences, University of California, San Diego, La Jolla, CA 92093
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Jesse Gillis
25Stanley Institute for Cognitive Genomics, Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724
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Melissa Goldman
39Department of Genetics, Harvard Medical School, 77 Avenue Louis Pasteur Boston MA 02115
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Jeff Goldy
8Allen Institute for Brain Science, Seattle, WA, 98109
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Hui Gong
40Britton Chance Center for Biomedical Photonics, Wuhan National Laboratory for Optoelectronics, MoE Key Laboratory for Biomedical Photonics, Huazhong University of Science and Technology, Wuhan 430074, China; HUST-Suzhou Institute for Brainsmatics, Suzhou
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Lin Gou
19Center for Integrative Connectomics, USC Mark and Mary Stevens Neuroimaging and Informatics Institute, Department of Neurology, Zilkha Neurogenetic Institute, Keck School of Medicine at USC, University of Southern California, Los Angeles, CA 90033
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Michael Grauer
41Kitware Inc
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Yaroslav O. Halchenko
42Dartmouth College, Hannover, NH
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Julie A. Harris
8Allen Institute for Brain Science, Seattle, WA, 98109
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Leonard Hartmanis
43Department of Cell and Molecular Biology, Karolinska Institutet, Stockholm, 17177, Sweden
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  • ORCID record for Leonard Hartmanis
Joshua T. Hatfield
5Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724
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Mike Hawrylycz
8Allen Institute for Brain Science, Seattle, WA, 98109
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  • For correspondence: mikeh@alleninstitute.org
Brian Helba
41Kitware Inc
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Brian R. Herb
1Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD
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Ronna Hertzano
44Department of Otorhinolaryngology, Anatomy and Neurobiology, University of Maryland School of Medicine, Baltimore, MD; Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD
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Houri Hintiryan
19Center for Integrative Connectomics, USC Mark and Mary Stevens Neuroimaging and Informatics Institute, Department of Neurology, Zilkha Neurogenetic Institute, Keck School of Medicine at USC, University of Southern California, Los Angeles, CA 90033
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Karla E. Hirokawa
8Allen Institute for Brain Science, Seattle, WA, 98109
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Dirk Hockemeyer
45Department of Molecular and Cell Biology, University of California, Berkeley, CA 94720; Chan Zuckerberg Biohub, San Francisco, CA 94158; Innovative Genomics Institute, University of California, Berkeley, CA, 94720
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Rebecca D. Hodge
8Allen Institute for Brain Science, Seattle, WA, 98109
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Greg Hood
46Pittsburgh Supercomputing Center, Carnegie Mellon University, 300 South Craig Street, Pittsburgh PA 15213 USA
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  • ORCID record for Greg Hood
Gregory D. Horwitz
47Department of Physiology and Biophysics, University of Washington, Seattle, WA 98195; Washington National Primate Research Center, University of Washington, Seattle, WA 98195
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Xiaomeng Hou
48Center for Epigenomics, Department of Cellular and Molecular Medicine, University of California, San Diego School of Medicine, La Jolla, CA, USA
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Lijuan Hu
49Division of Molecular Neurobiology, Department of Medical Biochemistry and Biophysics, Karolinska Institute, S-17177 Stockholm, Sweden
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Qiwen Hu
50Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
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Z. Josh Huang
5Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724
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  • For correspondence: huangj@cshl.edu
Bingxing Huo
5Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724
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Tony Ito-Cole
22Systems Neurobiology Laboratories, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Matthew Jacobs
22Systems Neurobiology Laboratories, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Xueyan Jia
51HUST-Suzhou Institute for Brainsmatics, Suzhou 215123, China
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Shengdian Jiang
28SEU-ALLEN Joint Center, Institute for Brain and Intelligence, Southeast University, Nanjing, Jiangsu, China
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Tao Jiang
51HUST-Suzhou Institute for Brainsmatics, Suzhou 215123, China
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Xiaolong Jiang
52Department of Neuroscience, Baylor College of Medicine, Houston, TX, 77030, USA; Center for Neuroscience and Artificial Intelligence, Baylor College of Medicine, Houston, TX, 77030, USA; Jan and Dan Ducan Neurological research Institute, Houston,77030, TX
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Xin Jin
53Molecular Neurobiology Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Nikolas L. Jorstad
8Allen Institute for Brain Science, Seattle, WA, 98109
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Brian E. Kalmbach
54Allen Institute for Brain Science, Seattle, WA, 98109; Department of Physiology and Biophysics, University of Washington, Seattle, WA 98195
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Jayaram Kancherla
20Center for Bioinformatics and Computational Biology, University of Maryland, College Park, College Park, MD, 20742
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C. Dirk Keene
55Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA, USA
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  • ORCID record for C. Dirk Keene
Kathleen Kelly
5Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724
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Farzaneh Khajouei
56Klarman Cell Observatory and Data Sciences Platform, Broad Institute of MIT and Harvard, Cambridge, MA 02142
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Peter V. Kharchenko
50Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
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Gukhan Kim
5Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724
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Andrew L. Ko
57Department of Neurological Surgery, University of Washington School of Medicine, Seattle, WA, USA; Regional Epilepsy Center at Harborview Medical Center, Seattle, WA, USA
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Dmitry Kobak
15Institute for Ophthalmic Research, University of Tübingen, 72076, Germany
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Kishori Konwar
56Klarman Cell Observatory and Data Sciences Platform, Broad Institute of MIT and Harvard, Cambridge, MA 02142
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Daniel J. Kramer
3Department of Molecular and Cell Biology, University of California, Berkeley, CA 94720
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Fenna M. Krienen
39Department of Genetics, Harvard Medical School, 77 Avenue Louis Pasteur Boston MA 02115
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  • ORCID record for Fenna M. Krienen
Matthew Kroll
8Allen Institute for Brain Science, Seattle, WA, 98109
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Xiuli Kuang
58School of Optometry and Ophthalmology, Wenzhou Medical University, Wenzhou, Zhejiang, China
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Hsien-Chi Kuo
8Allen Institute for Brain Science, Seattle, WA, 98109
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Blue B. Lake
27Department of Bioengineering, University of California, San Diego, La Jolla, CA 92093
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Rachael Larsen
8Allen Institute for Brain Science, Seattle, WA, 98109
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Kanan Lathia
8Allen Institute for Brain Science, Seattle, WA, 98109
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Sophie Laturnus
15Institute for Ophthalmic Research, University of Tübingen, 72076, Germany
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Angus Y. Lee
59Cancer Research Laboratory, University of California, Berkeley
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Cheng-Ta Lee
29Peptide Biology Laboratories, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Kuo-Fen Lee
29Peptide Biology Laboratories, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Ed S. Lein
8Allen Institute for Brain Science, Seattle, WA, 98109
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  • For correspondence: edl@alleninstitute.org
Phil Lesnar
8Allen Institute for Brain Science, Seattle, WA, 98109
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Anan Li
40Britton Chance Center for Biomedical Photonics, Wuhan National Laboratory for Optoelectronics, MoE Key Laboratory for Biomedical Photonics, Huazhong University of Science and Technology, Wuhan 430074, China; HUST-Suzhou Institute for Brainsmatics, Suzhou
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Xiangning Li
40Britton Chance Center for Biomedical Photonics, Wuhan National Laboratory for Optoelectronics, MoE Key Laboratory for Biomedical Photonics, Huazhong University of Science and Technology, Wuhan 430074, China; HUST-Suzhou Institute for Brainsmatics, Suzhou
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Xu Li
5Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724
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Yang Eric Li
60Ludwig Institute for Cancer Research, 9500 Gilman Drive, La Jolla, CA 92093, USA
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Yaoyao Li
58School of Optometry and Ophthalmology, Wenzhou Medical University, Wenzhou, Zhejiang, China
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Yuanyuan Li
61Key Laboratory of Intelligent Computation & Signal Processing, Ministry of Education, Anhui University, Hefei, Anhui, China
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Byungkook Lim
62Division of Biological Science, Neurobiology Section, University of California, San Diego, La Jolla, CA, USA
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Sten Linnarsson
49Division of Molecular Neurobiology, Department of Medical Biochemistry and Biophysics, Karolinska Institute, S-17177 Stockholm, Sweden
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Christine S. Liu
63Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA, USA; Biomedical Sciences Program, School of Medicine, University of California, San Diego, La Jolla, CA, USA
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Hanqing Liu
64Genomic Analysis Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037; Division of Biological Sciences, University of California San Diego, La Jolla, CA 92093
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Lijuan Liu
28SEU-ALLEN Joint Center, Institute for Brain and Intelligence, Southeast University, Nanjing, Jiangsu, China
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Jacinta D. Lucero
12Computational Neurobiology Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
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  • ORCID record for Jacinta D. Lucero
Chongyuan Luo
31Genomic Analysis Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037; Howard Hughes Medical Institute, The Salk Institute for Biological Studies, 10010 N. Torrey Pines Road, La Jolla, CA 92037
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Qingming Luo
65School of Biomedical Engineering, Hainan University, Haikou 570228, China; HUST-Suzhou Institute for Brainsmatics, Suzhou 215123, China
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Evan Z. Macosko
16Broad Institute of MIT and Harvard, Cambridge, MA 02142
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Anup Mahurkar
1Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD
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Maryann E. Martone
66Department of Neurosciences, University of California, San Diego, La Jolla, CA 92093; SciCrunch, Inc
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Katherine S. Matho
5Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724
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Steven A. McCarroll
67Department of Genetics, Harvard Medical School, 77 Avenue Louis Pasteur Boston MA 02115; Broad Institute of MIT and Harvard, Cambridge, MA 02142
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Carrie McCracken
1Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD
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Delissa McMillen
8Allen Institute for Brain Science, Seattle, WA, 98109
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Elanine Miranda
14Department of Neuroscience, Baylor College of Medicine, Houston, TX, 77030, USA; Center for Neuroscience and Artificial Intelligence, Baylor College of Medicine, Houston, TX, 77030, USA
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Partha P Mitra
5Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724
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Paula Assakura Miyazaki
22Systems Neurobiology Laboratories, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Judith Mizrachi
5Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724
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Stephanie Mok
8Allen Institute for Brain Science, Seattle, WA, 98109
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Eran A. Mukamel
6Department of Cognitive Science, University of California, San Diego, La Jolla, CA 92037
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  • ORCID record for Eran A. Mukamel
Shalaka Mulherkar
14Department of Neuroscience, Baylor College of Medicine, Houston, TX, 77030, USA; Center for Neuroscience and Artificial Intelligence, Baylor College of Medicine, Houston, TX, 77030, USA
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Naeem M. Nadaf
16Broad Institute of MIT and Harvard, Cambridge, MA 02142
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Maitham Naeemi
8Allen Institute for Brain Science, Seattle, WA, 98109
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Arun Narasimhan
5Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724
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Joseph R. Nery
2Genomic Analysis Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
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  • ORCID record for Joseph R. Nery
Lydia Ng
8Allen Institute for Brain Science, Seattle, WA, 98109
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John Ngai
68Department of Molecular and Cell Biology, University of California, Berkeley, CA 94720; Helen Wills Neuroscience Institute, University of California, Berkeley, CA 94720
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  • For correspondence: john.ngai@nih.gov
Thuc Nghi Nguyen
8Allen Institute for Brain Science, Seattle, WA, 98109
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Lance Nickel
1Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD
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Philip R. Nicovich
8Allen Institute for Brain Science, Seattle, WA, 98109
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Sheng-Yong Niu
2Genomic Analysis Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Vasilis Ntranos
69University of California San Francisco, San Francisco, California, 94143,USA
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Michael Nunn
2Genomic Analysis Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
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  • ORCID record for Michael Nunn
Dustin Olley
1Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD
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Joshua Orvis
1Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD
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Julia K. Osteen
12Computational Neurobiology Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Pavel Osten
5Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724
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  • For correspondence: osten@cshl.edu
Scott F. Owen
8Allen Institute for Brain Science, Seattle, WA, 98109
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Lior Pachter
18California Institute of Technology, Pasadena, CA 91125
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Ramesh Palaniswamy
5Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724
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Carter R. Palmer
63Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA, USA; Biomedical Sciences Program, School of Medicine, University of California, San Diego, La Jolla, CA, USA
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Yan Pang
22Systems Neurobiology Laboratories, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Hanchuan Peng
28SEU-ALLEN Joint Center, Institute for Brain and Intelligence, Southeast University, Nanjing, Jiangsu, China
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Thanh Pham
8Allen Institute for Brain Science, Seattle, WA, 98109
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Antonio Pinto-Duarte
12Computational Neurobiology Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Nongluk Plongthongkum
27Department of Bioengineering, University of California, San Diego, La Jolla, CA 92093
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Olivier Poirion
48Center for Epigenomics, Department of Cellular and Molecular Medicine, University of California, San Diego School of Medicine, La Jolla, CA, USA
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Sebastian Preissl
48Center for Epigenomics, Department of Cellular and Molecular Medicine, University of California, San Diego School of Medicine, La Jolla, CA, USA
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Elizabeth Purdom
70Department of Statistics, University of California, Berkeley, Berkeley, CA, USA
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Lei Qu
71Anhui University, Hefei, Anhui, China
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Mohammad Rashid
22Systems Neurobiology Laboratories, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Nora M. Reed
39Department of Genetics, Harvard Medical School, 77 Avenue Louis Pasteur Boston MA 02115
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Aviv Regev
72Broad Institute of MIT and Harvard, Cambridge, MA 02142; Howard Hughes Medical Institute, Department of Biology, MIT, Cambridge MA 02140
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Bing Ren
73Center for Epigenomics, Department of Cellular and Molecular Medicine, University of California, San Diego School of Medicine, La Jolla, CA, USA; Ludwig Institute for Cancer Research, 9500 Gilman Drive, La Jolla, CA 92093, USA
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Miao Ren
74School of Biomedical Engineering, Hainan University, Haikou 570228, China
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Christine Rimorin
8Allen Institute for Brain Science, Seattle, WA, 98109
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Davide Risso
75Department of Statistical Sciences, University of Padova, Italy
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Angeline C. Rivkin
2Genomic Analysis Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Rodrigo Muñoz-Castañeda
5Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724
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William J. Romanow
63Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA, USA; Biomedical Sciences Program, School of Medicine, University of California, San Diego, La Jolla, CA, USA
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Alexander J. Ropelewski
46Pittsburgh Supercomputing Center, Carnegie Mellon University, 300 South Craig Street, Pittsburgh PA 15213 USA
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Hector Roux de Bézieux
76Division of Biostatistics, School of Public Health, University of California, Berkeley, CA, USA
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Zongcai Ruan
28SEU-ALLEN Joint Center, Institute for Brain and Intelligence, Southeast University, Nanjing, Jiangsu, China
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Rickard Sandberg
43Department of Cell and Molecular Biology, Karolinska Institutet, Stockholm, 17177, Sweden
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5Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724
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Federico Scala
14Department of Neuroscience, Baylor College of Medicine, Houston, TX, 77030, USA; Center for Neuroscience and Artificial Intelligence, Baylor College of Medicine, Houston, TX, 77030, USA
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1Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD
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Elise Shen
8Allen Institute for Brain Science, Seattle, WA, 98109
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Kimberly Siletti
49Division of Molecular Neurobiology, Department of Medical Biochemistry and Biophysics, Karolinska Institute, S-17177 Stockholm, Sweden
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Jared B. Smith
53Molecular Neurobiology Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
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8Allen Institute for Brain Science, Seattle, WA, 98109
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8Allen Institute for Brain Science, Seattle, WA, 98109
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Yuanyuan Song
28SEU-ALLEN Joint Center, Institute for Brain and Intelligence, Southeast University, Nanjing, Jiangsu, China
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8Allen Institute for Brain Science, Seattle, WA, 98109
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David A. Stafford
3Department of Molecular and Cell Biology, University of California, Berkeley, CA 94720
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Kelly Street
77Department of Data Sciences, Dana-Farber Cancer Institute, Boston, MA, 02215
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8Allen Institute for Brain Science, Seattle, WA, 98109
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18California Institute of Technology, Pasadena, CA 91125
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Pengcheng Tan
78Genomic Analysis Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037; School of Pharmaceutical Sciences, Tsinghua University, Beijing, China, 100084
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14Department of Neuroscience, Baylor College of Medicine, Houston, TX, 77030, USA; Center for Neuroscience and Artificial Intelligence, Baylor College of Medicine, Houston, TX, 77030, USA
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8Allen Institute for Brain Science, Seattle, WA, 98109
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2Genomic Analysis Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Timothy L. Tickle
56Klarman Cell Observatory and Data Sciences Platform, Broad Institute of MIT and Harvard, Cambridge, MA 02142
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Michael Tieu
8Allen Institute for Brain Science, Seattle, WA, 98109
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Jonathan T. Ting
54Allen Institute for Brain Science, Seattle, WA, 98109; Department of Physiology and Biophysics, University of Washington, Seattle, WA 98195
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Andreas Savas Tolias
14Department of Neuroscience, Baylor College of Medicine, Houston, TX, 77030, USA; Center for Neuroscience and Artificial Intelligence, Baylor College of Medicine, Houston, TX, 77030, USA
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Amy Torkelson
8Allen Institute for Brain Science, Seattle, WA, 98109
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Herman Tung
8Allen Institute for Brain Science, Seattle, WA, 98109
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Eeshit Dhaval Vaishnav
16Broad Institute of MIT and Harvard, Cambridge, MA 02142
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Koen Van den Berge
79Department of Statistics, University of California, Berkeley, Berkeley, CA, USA; Department of Applied Mathematics, Computer Science and Statistics, Ghent University, Ghent, Belgium
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Cindy T.J. van Velthoven
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16Broad Institute of MIT and Harvard, Cambridge, MA 02142
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Matthew B. Veldman
80Semel Institute & Department of Psychiatry and Biobehavioral Science, UCLA, Los Angeles, CA 90095; David Geffen School of Medicine, UCLA, Los Angeles, CA 90095
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22Systems Neurobiology Laboratories, The Salk Institute for Biological Studies, La Jolla, CA 92037
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81Shanghai University, Shanghai, China
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8Allen Institute for Brain Science, Seattle, WA, 98109
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48Center for Epigenomics, Department of Cellular and Molecular Medicine, University of California, San Diego School of Medicine, La Jolla, CA, USA
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82School of Computer Engineering and Science, Shanghai University, Shanghai, China
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8Allen Institute for Brain Science, Seattle, WA, 98109
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Joshua D. Welch
83Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI 48109
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1Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD
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53Molecular Neurobiology Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Fangming Xie
84Department of Physics, University of California, San Diego, La Jolla, CA 92037
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28SEU-ALLEN Joint Center, Institute for Brain and Intelligence, Southeast University, Nanjing, Jiangsu, China
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28SEU-ALLEN Joint Center, Institute for Brain and Intelligence, Southeast University, Nanjing, Jiangsu, China
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X. William Yang
80Semel Institute & Department of Psychiatry and Biobehavioral Science, UCLA, Los Angeles, CA 90095; David Geffen School of Medicine, UCLA, Los Angeles, CA 90095
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28SEU-ALLEN Joint Center, Institute for Brain and Intelligence, Southeast University, Nanjing, Jiangsu, China
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8Allen Institute for Brain Science, Seattle, WA, 98109
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Jing Yuan
40Britton Chance Center for Biomedical Photonics, Wuhan National Laboratory for Optoelectronics, MoE Key Laboratory for Biomedical Photonics, Huazhong University of Science and Technology, Wuhan 430074, China; HUST-Suzhou Institute for Brainsmatics, Suzhou
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27Department of Bioengineering, University of California, San Diego, La Jolla, CA 92093
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Meng Zhang
32Howard Hughes Medical Institute, Department of Chemistry and Chemical Biology, Department of Physics, Harvard University, Cambridge, MA 02138, USA
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2Genomic Analysis Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Sujun Zhao
28SEU-ALLEN Joint Center, Institute for Brain and Intelligence, Southeast University, Nanjing, Jiangsu, China
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Xuan Zhao
28SEU-ALLEN Joint Center, Institute for Brain and Intelligence, Southeast University, Nanjing, Jiangsu, China
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Jingtian Zhou
85Genomic Analysis Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037; Bioinformatics and Systems Biology Graduate Program, University of California San Diego, La Jolla, CA 92093
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Xiaowei Zhuang
32Howard Hughes Medical Institute, Department of Chemistry and Chemical Biology, Department of Physics, Harvard University, Cambridge, MA 02138, USA
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Brian Zingg
19Center for Integrative Connectomics, USC Mark and Mary Stevens Neuroimaging and Informatics Institute, Department of Neurology, Zilkha Neurogenetic Institute, Keck School of Medicine at USC, University of Southern California, Los Angeles, CA 90033
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ABSTRACT

We report the generation of a multimodal cell census and atlas of the mammalian primary motor cortex (MOp or M1) as the initial product of the BRAIN Initiative Cell Census Network (BICCN). This was achieved by coordinated large-scale analyses of single-cell transcriptomes, chromatin accessibility, DNA methylomes, spatially resolved single-cell transcriptomes, morphological and electrophysiological properties, and cellular resolution input-output mapping, integrated through cross-modal computational analysis. Together, our results advance the collective knowledge and understanding of brain cell type organization: First, our study reveals a unified molecular genetic landscape of cortical cell types that congruently integrates their transcriptome, open chromatin and DNA methylation maps. Second, cross-species analysis achieves a unified taxonomy of transcriptomic types and their hierarchical organization that are conserved from mouse to marmoset and human. Third, cross-modal analysis provides compelling evidence for the epigenomic, transcriptomic, and gene regulatory basis of neuronal phenotypes such as their physiological and anatomical properties, demonstrating the biological validity and genomic underpinning of neuron types and subtypes. Fourth, in situ single-cell transcriptomics provides a spatially-resolved cell type atlas of the motor cortex. Fifth, integrated transcriptomic, epigenomic and anatomical analyses reveal the correspondence between neural circuits and transcriptomic cell types. We further present an extensive genetic toolset for targeting and fate mapping glutamatergic projection neuron types toward linking their developmental trajectory to their circuit function. Together, our results establish a unified and mechanistic framework of neuronal cell type organization that integrates multi-layered molecular genetic and spatial information with multi-faceted phenotypic properties.

Competing Interest Statement

The competing interests are detailed in the Competing Interests section in the manuscript file.

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The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. All rights reserved. No reuse allowed without permission.
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Posted October 21, 2020.
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A multimodal cell census and atlas of the mammalian primary motor cortex
BRAIN Initiative Cell Census Network (BICCN), Ricky S. Adkins, Andrew I. Aldridge, Shona Allen, Seth A. Ament, Xu An, Ethan Armand, Giorgio A. Ascoli, Trygve E. Bakken, Anita Bandrowski, Samik Banerjee, Nikolaos Barkas, Anna Bartlett, Helen S. Bateup, M. Margarita Behrens, Philipp Berens, Jim Berg, Matteo Bernabucci, Yves Bernaerts, Darren Bertagnolli, Tommaso Biancalani, Lara Boggeman, A. Sina Booeshaghi, Ian Bowman, Héctor Corrada Bravo, Cathryn René Cadwell, Edward M. Callaway, Benjamin Carlin, Carolyn O'Connor, Robert Carter, Tamara Casper, Rosa G. Castanon, Jesus Ramon Castro, Rebecca K. Chance, Apaala Chatterjee, Huaming Chen, Jerold Chun, Carlo Colantuoni, Jonathan Crabtree, Heather Creasy, Kirsten Crichton, Megan Crow, Florence D. D'Orazi, Tanya L. Daigle, Rachel Dalley, Nick Dee, Kylee Degatano, Benjamin Dichter, Dinh Diep, Liya Ding, Song-Lin Ding, Bertha Dominguez, Hong-Wei Dong, Weixiu Dong, Elizabeth L. Dougherty, Sandrine Dudoit, Joseph R. Ecker, Stephen W. Eichhorn, Rongxin Fang, Victor Felix, Guoping Feng, Zhao Feng, Stephan Fischer, Conor Fitzpatrick, Olivia Fong, Nicholas N. Foster, William Galbavy, James C. Gee, Satrajit S. Ghosh, Michelle Giglio, Thomas H. Gillespie, Jesse Gillis, Melissa Goldman, Jeff Goldy, Hui Gong, Lin Gou, Michael Grauer, Yaroslav O. Halchenko, Julie A. Harris, Leonard Hartmanis, Joshua T. Hatfield, Mike Hawrylycz, Brian Helba, Brian R. Herb, Ronna Hertzano, Houri Hintiryan, Karla E. Hirokawa, Dirk Hockemeyer, Rebecca D. Hodge, Greg Hood, Gregory D. Horwitz, Xiaomeng Hou, Lijuan Hu, Qiwen Hu, Z. Josh Huang, Bingxing Huo, Tony Ito-Cole, Matthew Jacobs, Xueyan Jia, Shengdian Jiang, Tao Jiang, Xiaolong Jiang, Xin Jin, Nikolas L. Jorstad, Brian E. Kalmbach, Jayaram Kancherla, C. Dirk Keene, Kathleen Kelly, Farzaneh Khajouei, Peter V. Kharchenko, Gukhan Kim, Andrew L. Ko, Dmitry Kobak, Kishori Konwar, Daniel J. Kramer, Fenna M. Krienen, Matthew Kroll, Xiuli Kuang, Hsien-Chi Kuo, Blue B. Lake, Rachael Larsen, Kanan Lathia, Sophie Laturnus, Angus Y. Lee, Cheng-Ta Lee, Kuo-Fen Lee, Ed S. Lein, Phil Lesnar, Anan Li, Xiangning Li, Xu Li, Yang Eric Li, Yaoyao Li, Yuanyuan Li, Byungkook Lim, Sten Linnarsson, Christine S. Liu, Hanqing Liu, Lijuan Liu, Jacinta D. Lucero, Chongyuan Luo, Qingming Luo, Evan Z. Macosko, Anup Mahurkar, Maryann E. Martone, Katherine S. Matho, Steven A. McCarroll, Carrie McCracken, Delissa McMillen, Elanine Miranda, Partha P Mitra, Paula Assakura Miyazaki, Judith Mizrachi, Stephanie Mok, Eran A. Mukamel, Shalaka Mulherkar, Naeem M. Nadaf, Maitham Naeemi, Arun Narasimhan, Joseph R. Nery, Lydia Ng, John Ngai, Thuc Nghi Nguyen, Lance Nickel, Philip R. Nicovich, Sheng-Yong Niu, Vasilis Ntranos, Michael Nunn, Dustin Olley, Joshua Orvis, Julia K. Osteen, Pavel Osten, Scott F. Owen, Lior Pachter, Ramesh Palaniswamy, Carter R. Palmer, Yan Pang, Hanchuan Peng, Thanh Pham, Antonio Pinto-Duarte, Nongluk Plongthongkum, Olivier Poirion, Sebastian Preissl, Elizabeth Purdom, Lei Qu, Mohammad Rashid, Nora M. Reed, Aviv Regev, Bing Ren, Miao Ren, Christine Rimorin, Davide Risso, Angeline C. Rivkin, Rodrigo Muñoz-Castañeda, William J. Romanow, Alexander J. Ropelewski, Hector Roux de Bézieux, Zongcai Ruan, Rickard Sandberg, Steven Savoia, Federico Scala, Michael Schor, Elise Shen, Kimberly Siletti, Jared B. Smith, Kimberly Smith, Saroja Somasundaram, Yuanyuan Song, Staci A. Sorensen, David A. Stafford, Kelly Street, Josef Sulc, Susan Sunkin, Valentine Svensson, Pengcheng Tan, Zheng Huan Tan, Bosiljka Tasic, Carol Thompson, Wei Tian, Timothy L. Tickle, Michael Tieu, Jonathan T. Ting, Andreas Savas Tolias, Amy Torkelson, Herman Tung, Eeshit Dhaval Vaishnav, Koen Van den Berge, Cindy T.J. van Velthoven, Charles R. Vanderburg, Matthew B. Veldman, Minh Vu, Wayne Wakeman, Peng Wang, Quanxin Wang, Xinxin Wang, Yimin Wang, Yun Wang, Joshua D. Welch, Owen White, Elora Williams, Fangming Xie, Peng Xie, Feng Xiong, X. William Yang, Anna Marie Yanny, Zizhen Yao, Lulu Yin, Yang Yu, Jing Yuan, Hongkui Zeng, Kun Zhang, Meng Zhang, Zhuzhu Zhang, Sujun Zhao, Xuan Zhao, Jingtian Zhou, Xiaowei Zhuang, Brian Zingg
bioRxiv 2020.10.19.343129; doi: https://doi.org/10.1101/2020.10.19.343129
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A multimodal cell census and atlas of the mammalian primary motor cortex
BRAIN Initiative Cell Census Network (BICCN), Ricky S. Adkins, Andrew I. Aldridge, Shona Allen, Seth A. Ament, Xu An, Ethan Armand, Giorgio A. Ascoli, Trygve E. Bakken, Anita Bandrowski, Samik Banerjee, Nikolaos Barkas, Anna Bartlett, Helen S. Bateup, M. Margarita Behrens, Philipp Berens, Jim Berg, Matteo Bernabucci, Yves Bernaerts, Darren Bertagnolli, Tommaso Biancalani, Lara Boggeman, A. Sina Booeshaghi, Ian Bowman, Héctor Corrada Bravo, Cathryn René Cadwell, Edward M. Callaway, Benjamin Carlin, Carolyn O'Connor, Robert Carter, Tamara Casper, Rosa G. Castanon, Jesus Ramon Castro, Rebecca K. Chance, Apaala Chatterjee, Huaming Chen, Jerold Chun, Carlo Colantuoni, Jonathan Crabtree, Heather Creasy, Kirsten Crichton, Megan Crow, Florence D. D'Orazi, Tanya L. Daigle, Rachel Dalley, Nick Dee, Kylee Degatano, Benjamin Dichter, Dinh Diep, Liya Ding, Song-Lin Ding, Bertha Dominguez, Hong-Wei Dong, Weixiu Dong, Elizabeth L. Dougherty, Sandrine Dudoit, Joseph R. Ecker, Stephen W. Eichhorn, Rongxin Fang, Victor Felix, Guoping Feng, Zhao Feng, Stephan Fischer, Conor Fitzpatrick, Olivia Fong, Nicholas N. Foster, William Galbavy, James C. Gee, Satrajit S. Ghosh, Michelle Giglio, Thomas H. Gillespie, Jesse Gillis, Melissa Goldman, Jeff Goldy, Hui Gong, Lin Gou, Michael Grauer, Yaroslav O. Halchenko, Julie A. Harris, Leonard Hartmanis, Joshua T. Hatfield, Mike Hawrylycz, Brian Helba, Brian R. Herb, Ronna Hertzano, Houri Hintiryan, Karla E. Hirokawa, Dirk Hockemeyer, Rebecca D. Hodge, Greg Hood, Gregory D. Horwitz, Xiaomeng Hou, Lijuan Hu, Qiwen Hu, Z. Josh Huang, Bingxing Huo, Tony Ito-Cole, Matthew Jacobs, Xueyan Jia, Shengdian Jiang, Tao Jiang, Xiaolong Jiang, Xin Jin, Nikolas L. Jorstad, Brian E. Kalmbach, Jayaram Kancherla, C. Dirk Keene, Kathleen Kelly, Farzaneh Khajouei, Peter V. Kharchenko, Gukhan Kim, Andrew L. Ko, Dmitry Kobak, Kishori Konwar, Daniel J. Kramer, Fenna M. Krienen, Matthew Kroll, Xiuli Kuang, Hsien-Chi Kuo, Blue B. Lake, Rachael Larsen, Kanan Lathia, Sophie Laturnus, Angus Y. Lee, Cheng-Ta Lee, Kuo-Fen Lee, Ed S. Lein, Phil Lesnar, Anan Li, Xiangning Li, Xu Li, Yang Eric Li, Yaoyao Li, Yuanyuan Li, Byungkook Lim, Sten Linnarsson, Christine S. Liu, Hanqing Liu, Lijuan Liu, Jacinta D. Lucero, Chongyuan Luo, Qingming Luo, Evan Z. Macosko, Anup Mahurkar, Maryann E. Martone, Katherine S. Matho, Steven A. McCarroll, Carrie McCracken, Delissa McMillen, Elanine Miranda, Partha P Mitra, Paula Assakura Miyazaki, Judith Mizrachi, Stephanie Mok, Eran A. Mukamel, Shalaka Mulherkar, Naeem M. Nadaf, Maitham Naeemi, Arun Narasimhan, Joseph R. Nery, Lydia Ng, John Ngai, Thuc Nghi Nguyen, Lance Nickel, Philip R. Nicovich, Sheng-Yong Niu, Vasilis Ntranos, Michael Nunn, Dustin Olley, Joshua Orvis, Julia K. Osteen, Pavel Osten, Scott F. Owen, Lior Pachter, Ramesh Palaniswamy, Carter R. Palmer, Yan Pang, Hanchuan Peng, Thanh Pham, Antonio Pinto-Duarte, Nongluk Plongthongkum, Olivier Poirion, Sebastian Preissl, Elizabeth Purdom, Lei Qu, Mohammad Rashid, Nora M. Reed, Aviv Regev, Bing Ren, Miao Ren, Christine Rimorin, Davide Risso, Angeline C. Rivkin, Rodrigo Muñoz-Castañeda, William J. Romanow, Alexander J. Ropelewski, Hector Roux de Bézieux, Zongcai Ruan, Rickard Sandberg, Steven Savoia, Federico Scala, Michael Schor, Elise Shen, Kimberly Siletti, Jared B. Smith, Kimberly Smith, Saroja Somasundaram, Yuanyuan Song, Staci A. Sorensen, David A. Stafford, Kelly Street, Josef Sulc, Susan Sunkin, Valentine Svensson, Pengcheng Tan, Zheng Huan Tan, Bosiljka Tasic, Carol Thompson, Wei Tian, Timothy L. Tickle, Michael Tieu, Jonathan T. Ting, Andreas Savas Tolias, Amy Torkelson, Herman Tung, Eeshit Dhaval Vaishnav, Koen Van den Berge, Cindy T.J. van Velthoven, Charles R. Vanderburg, Matthew B. Veldman, Minh Vu, Wayne Wakeman, Peng Wang, Quanxin Wang, Xinxin Wang, Yimin Wang, Yun Wang, Joshua D. Welch, Owen White, Elora Williams, Fangming Xie, Peng Xie, Feng Xiong, X. William Yang, Anna Marie Yanny, Zizhen Yao, Lulu Yin, Yang Yu, Jing Yuan, Hongkui Zeng, Kun Zhang, Meng Zhang, Zhuzhu Zhang, Sujun Zhao, Xuan Zhao, Jingtian Zhou, Xiaowei Zhuang, Brian Zingg
bioRxiv 2020.10.19.343129; doi: https://doi.org/10.1101/2020.10.19.343129

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