New Results
Single-cell transcriptomic characterization of 20 organs and tissues from individual mice creates a Tabula Muris
Nicholas Schaum, Jim Karkanias, Norma F Neff, Andrew P. May, Stephen R. Quake, Tony Wyss-Coray, Spyros Darmanis, Joshua Batson, Olga Botvinnik, Michelle B. Chen, Steven Chen, Foad Green, Robert Jones, Ashley Maynard, Lolita Penland, Rene V. Sit, Geoffrey M. Stanley, James T. Webber, Fabio Zanini, Ankit S. Baghel, Isaac Bakerman, Ishita Bansal, Daniela Berdnik, Biter Bilen, Douglas Brownfield, Corey Cain, Michelle B. Chen, Steven Chen, Min Cho, Giana Cirolia, Stephanie D. Conley, Spyros Darmanis, Aaron Demers, Kubilay Demir, Antoine de Morree, Tessa Divita, Haley du Bois, Laughing Bear Torrez Dulgeroff, Hamid Ebadi, F. Hernan Espinoza, Matt Fish, Qiang Gan, Benson M. George, Astrid Gillich, Foad Green, Geraldine Genetiano, Xueying Gu, Gunsagar S. Gulati, Yan Hang, Shayan Hosseinzadeh, Albin Huang, Tal Iram, Taichi Isobe, Feather Ives, Robert Jones, Kevin S. Kao, Guruswamy Karnam, Aaron M. Kershner, Bernhard Kiss, William Kong, Maya E. Kumar, Jonathan Lam, Davis P. Lee, Song E. Lee, Guang Li, Qingyun Li, Ling Liu, Annie Lo, Wan-Jin Lu, Anoop Manjunath, Andrew P. May, Kaia L. May, Oliver L. May, Ashley Maynard, Marina McKay, Ross J. Metzger, Marco Mignardi, Dullei Min, Ahmad N. Nabhan, Norma F Neff, Katharine M. Ng, Joseph Noh, Rasika Patkar, Weng Chuan Peng, Lolita Penland, Robert Puccinelli, Eric J. Rulifson, Nicholas Schaum, Shaheen S. Sikandar, Rahul Sinha, Rene V Sit, Krzysztof Szade, Weilun Tan, Cristina Tato, Krissie Tellez, Kyle J. Travaglini, Carolina Tropini, Lucas Waldburger, Linda J. van Weele, Michael N. Wosczyna, Jinyi Xiang, Soso Xue, Justin Youngyunpipatkul, Fabio Zanini, Macy E. Zardeneta, Fan Zhang, Lu Zhou, Ishita Bansal, Steven Chen, Min Cho, Giana Cirolia, Spyros Darmanis, Aaron Demers, Tessa Divita, Hamid Ebadi, Geraldine Genetiano, Foad Green, Shayan Hosseinzadeh, Feather Ives, Annie Lo, Andrew P. May, Ashley Maynard, Marina McKay, Norma F. Neff, Lolita Penland, Rene V. Sit, Weilun Tan, Lucas Waldburger, Justin Youngyunpipatkul, Joshua Batson, Olga Botvinnik, Paola Castro, Derek Croote, Spyros Darmanis, Joseph L. DeRisi, Jim Karkanias, Angela Pisco, Geoffrey M. Stanley, James T. Webber, Fabio Zanini, Ankit S. Baghel, Isaac Bakerman, Joshua Batson, Biter Bilen, Olga Botvinnik, Douglas Brownfield, Michelle B. Chen, Spyros Darmanis, Kubilay Demir, Antoine de Morree, Hamid Ebadi, F. Hernan Espinoza, Matt Fish, Qiang Gan, Benson M. George, Astrid Gillich, Xueying Gu, Gunsagar S. Gulati, Yan Hang, Albin Huang, Tal Iram, Taichi Isobe, Guruswamy Karnam, Aaron M. Kershner, Bernhard M. Kiss, William Kong, Christin S. Kuo, Jonathan Lam, Benoit Lehallier, Guang Li, Qingyun Li, Ling Liu, Wan-Jin Lu, Dullei Min, Ahmad N. Nabhan, Katharine M. Ng, Patricia K. Nguyen, Rasika Patkar, Weng Chuan Peng, Lolita Penland, Eric J. Rulifson, Nicholas Schaum, Shaheen S. Sikandar, Rahul Sinha, Krzysztof Szade, Serena Y. Tan, Krissie Tellez, Kyle J. Travaglini, Carolina Tropini, Linda J. van Weele, Bruce M. Wang, Michael N. Wosczyna, Jinyi Xiang, Hanadie Yousef, Lu Zhou, Joshua Batson, Olga Botvinnik, Steven Chen, Spyros Darmanis, Foad Green, Andrew P. May, Ashley Maynard, Angela Pisco, Stephen R. Quake, Nicholas Schaum, Geoffrey M. Stanley, James T. Webber, Tony Wyss-Coray, Fabio Zanini, Philip A. Beachy, Charles K. F. Chan, Antoine de Morree, Benson M. George, Gunsagar S. Gulati, Yan Hang, Kerwyn Casey Huang, Tal Iram, Taichi Isobe, Aaron M. Kershner, Bernhard M. Kiss, William Kong, Guang Li, Qingyun Li, Ling Liu, Wan-Jin Lu, Ahmad N. Nabhan, Katharine M. Ng, Patricia K. Nguyen, Nicholas Schaum, Shaheen S. Sikandar, Rahul Sinha, Krzysztof Szade, Kyle J. Travaglini, Carolina Tropini, Bruce M. Wang, Kenneth Weinberg, Michael N. Wosczyna, Sean Wu, Hanadie Yousef, Ben A. Barres, Philip A. Beachy, Charles K. F. Chan, Michael F. Clarke, Spyros Darmanis, Kerwyn Casey Huang, Jim Karkanias, Seung K. Kim, Mark A. Krasnow, Christin S. Kuo, Andrew P. May, Norma Neff, Roel Nusse, Patricia K. Nguyen, Thomas A. Rando, Justin Sonnenburg, Bruce M. Wang, Kenneth Weinberg, Irving L. Weissman, Sean M. Wu, Stephen R. Quake, Tony Wyss-Coray
doi: https://doi.org/10.1101/237446
Nicholas Schaum
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
Jim Karkanias
2Chan Zuckerburg Biohub, San Francisco, California, USA
Norma F Neff
2Chan Zuckerburg Biohub, San Francisco, California, USA
Andrew P. May
2Chan Zuckerburg Biohub, San Francisco, California, USA
Stephen R. Quake
2Chan Zuckerburg Biohub, San Francisco, California, USA
3Department of Bioengineering, Stanford University, Stanford, California, USA
Tony Wyss-Coray
4Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
5Paul F. Glenn Center for the Biology of Aging, Stanford University School of Medicine, Stanford, California, USA
6Center for Tissue Regeneration, Repair, and Restoration, V.A. Palo Alto Healthcare System, Palo Alto, California, USA
Spyros Darmanis
2Chan Zuckerburg Biohub, San Francisco, California, USA
Joshua Batson
2Chan Zuckerburg Biohub, San Francisco, California, USA
Olga Botvinnik
2Chan Zuckerburg Biohub, San Francisco, California, USA
Michelle B. Chen
3Department of Bioengineering, Stanford University, Stanford, California, USA
Steven Chen
2Chan Zuckerburg Biohub, San Francisco, California, USA
Foad Green
2Chan Zuckerburg Biohub, San Francisco, California, USA
Robert Jones
3Department of Bioengineering, Stanford University, Stanford, California, USA
Ashley Maynard
2Chan Zuckerburg Biohub, San Francisco, California, USA
Lolita Penland
2Chan Zuckerburg Biohub, San Francisco, California, USA
Rene V. Sit
2Chan Zuckerburg Biohub, San Francisco, California, USA
Geoffrey M. Stanley
3Department of Bioengineering, Stanford University, Stanford, California, USA
James T. Webber
2Chan Zuckerburg Biohub, San Francisco, California, USA
Fabio Zanini
3Department of Bioengineering, Stanford University, Stanford, California, USA
Ankit S. Baghel
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
Isaac Bakerman
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
7Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, California, USA
8Department of Medicine, Division of Cardiology, Stanford University School of Medicine, Stanford, California, USA
Ishita Bansal
2Chan Zuckerburg Biohub, San Francisco, California, USA
Daniela Berdnik
4Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
Biter Bilen
4Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
Douglas Brownfield
9Department of Biochemistry, Stanford University School of Medicine, Stanford, California, USA
Corey Cain
10Flow Cytometry Core, V.A. Palo Alto Healthcare System, Palo Alto, California, USA
Michelle B. Chen
3Department of Bioengineering, Stanford University, Stanford, California, USA
Steven Chen
2Chan Zuckerburg Biohub, San Francisco, California, USA
Min Cho
2Chan Zuckerburg Biohub, San Francisco, California, USA
Giana Cirolia
2Chan Zuckerburg Biohub, San Francisco, California, USA
Stephanie D. Conley
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
Spyros Darmanis
2Chan Zuckerburg Biohub, San Francisco, California, USA
Aaron Demers
2Chan Zuckerburg Biohub, San Francisco, California, USA
Kubilay Demir
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
11Howard Hughes Medical Institute, USA
Antoine de Morree
4Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
Tessa Divita
2Chan Zuckerburg Biohub, San Francisco, California, USA
Haley du Bois
4Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
Laughing Bear Torrez Dulgeroff
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
Hamid Ebadi
2Chan Zuckerburg Biohub, San Francisco, California, USA
F. Hernan Espinoza
9Department of Biochemistry, Stanford University School of Medicine, Stanford, California, USA
Matt Fish
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
11Howard Hughes Medical Institute, USA
12Department of Developmental Biology, Stanford University School of Medicine, Stanford, California, USA
Qiang Gan
4Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
Benson M. George
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
Astrid Gillich
9Department of Biochemistry, Stanford University School of Medicine, Stanford, California, USA
Foad Green
2Chan Zuckerburg Biohub, San Francisco, California, USA
Geraldine Genetiano
2Chan Zuckerburg Biohub, San Francisco, California, USA
Xueying Gu
12Department of Developmental Biology, Stanford University School of Medicine, Stanford, California, USA
Gunsagar S. Gulati
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
Yan Hang
12Department of Developmental Biology, Stanford University School of Medicine, Stanford, California, USA
Shayan Hosseinzadeh
2Chan Zuckerburg Biohub, San Francisco, California, USA
Albin Huang
Tal Iram
4Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
Taichi Isobe
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
Feather Ives
2Chan Zuckerburg Biohub, San Francisco, California, USA
Robert Jones
3Department of Bioengineering, Stanford University, Stanford, California, USA
Kevin S. Kao
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
Guruswamy Karnam
13Department of Medicine and Liver Center, University of California San Francisco, San Francisco, California, USA
Aaron M. Kershner
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
Bernhard Kiss
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
14Department of Urology, Stanford University School of Medicine, Stanford, California, USA
William Kong
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
Maya E. Kumar
15Sean N. Parker Center for Asthma and Allergy Research, Stanford University School of Medicine, Stanford, California, USA
16Department of Medicine, Division of Pulmonary and Critical Care, Stanford University School of Medicine, Stanford, California, USA
Jonathan Lam
12Department of Developmental Biology, Stanford University School of Medicine, Stanford, California, USA
Davis P. Lee
6Center for Tissue Regeneration, Repair, and Restoration, V.A. Palo Alto Healthcare System, Palo Alto, California, USA
Song E. Lee
4Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
Guang Li
17Department of Medicine, Division of Cardiovascular Medicine, Stanford University, Stanford, California, USA
Qingyun Li
18Department of Neurobiology, Stanford University School of Medicine, Stanford, CA USA
Ling Liu
4Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
Annie Lo
2Chan Zuckerburg Biohub, San Francisco, California, USA
Wan-Jin Lu
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
9Department of Biochemistry, Stanford University School of Medicine, Stanford, California, USA
Anoop Manjunath
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
Andrew P. May
2Chan Zuckerburg Biohub, San Francisco, California, USA
Kaia L. May
2Chan Zuckerburg Biohub, San Francisco, California, USA
Oliver L. May
2Chan Zuckerburg Biohub, San Francisco, California, USA
Ashley Maynard
2Chan Zuckerburg Biohub, San Francisco, California, USA
Marina McKay
2Chan Zuckerburg Biohub, San Francisco, California, USA
Ross J. Metzger
19Vera Moulton Wall Center for Pulmonary and Vascular Disease, Stanford University School of Medicine, Stanford, California, USA
20Department of Pediatrics, Division of Cardiology, Stanford University School of Medicine, Stanford, California, USA
Marco Mignardi
3Department of Bioengineering, Stanford University, Stanford, California, USA
Dullei Min
21Department of Pediatrics, Stanford University school of Medicine, Stanford, California, USA
Ahmad N. Nabhan
9Department of Biochemistry, Stanford University School of Medicine, Stanford, California, USA
Norma F Neff
2Chan Zuckerburg Biohub, San Francisco, California, USA
Katharine M. Ng
3Department of Bioengineering, Stanford University, Stanford, California, USA
Joseph Noh
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
Rasika Patkar
13Department of Medicine and Liver Center, University of California San Francisco, San Francisco, California, USA
Weng Chuan Peng
12Department of Developmental Biology, Stanford University School of Medicine, Stanford, California, USA
Lolita Penland
2Chan Zuckerburg Biohub, San Francisco, California, USA
Robert Puccinelli
2Chan Zuckerburg Biohub, San Francisco, California, USA
Eric J. Rulifson
12Department of Developmental Biology, Stanford University School of Medicine, Stanford, California, USA
Nicholas Schaum
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
Shaheen S. Sikandar
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
Rahul Sinha
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
22Department of Pathology, Stanford University School of Medicine, Stanford, California, USA
23Ludwig Center for Cancer Stem Cell Research and Medicine, Stanford University School of Medicine, Stanford, California, USA
24Stanford Cancer Institute, Stanford University School of Medicine, Stanford, California, USA
Rene V Sit
2Chan Zuckerburg Biohub, San Francisco, California, USA
Krzysztof Szade
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
25Department of Medical Biotechnology, Faculty of Biophysics, Biochemistry and Biotechnology, Jagiellonian University, Poland
Weilun Tan
2Chan Zuckerburg Biohub, San Francisco, California, USA
Cristina Tato
2Chan Zuckerburg Biohub, San Francisco, California, USA
Krissie Tellez
12Department of Developmental Biology, Stanford University School of Medicine, Stanford, California, USA
Kyle J. Travaglini
9Department of Biochemistry, Stanford University School of Medicine, Stanford, California, USA
Carolina Tropini
26Department of Microbiology & Immunology, Stanford University School of Medicine, Stanford, California, USA
Lucas Waldburger
2Chan Zuckerburg Biohub, San Francisco, California, USA
Linda J. van Weele
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
Michael N. Wosczyna
4Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
Jinyi Xiang
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
Soso Xue
3Department of Bioengineering, Stanford University, Stanford, California, USA
Justin Youngyunpipatkul
2Chan Zuckerburg Biohub, San Francisco, California, USA
Fabio Zanini
3Department of Bioengineering, Stanford University, Stanford, California, USA
Macy E. Zardeneta
6Center for Tissue Regeneration, Repair, and Restoration, V.A. Palo Alto Healthcare System, Palo Alto, California, USA
Fan Zhang
19Vera Moulton Wall Center for Pulmonary and Vascular Disease, Stanford University School of Medicine, Stanford, California, USA
20Department of Pediatrics, Division of Cardiology, Stanford University School of Medicine, Stanford, California, USA
Lu Zhou
18Department of Neurobiology, Stanford University School of Medicine, Stanford, CA USA
Ishita Bansal
2Chan Zuckerburg Biohub, San Francisco, California, USA
Steven Chen
2Chan Zuckerburg Biohub, San Francisco, California, USA
Min Cho
2Chan Zuckerburg Biohub, San Francisco, California, USA
Giana Cirolia
2Chan Zuckerburg Biohub, San Francisco, California, USA
Spyros Darmanis
2Chan Zuckerburg Biohub, San Francisco, California, USA
Aaron Demers
2Chan Zuckerburg Biohub, San Francisco, California, USA
Tessa Divita
2Chan Zuckerburg Biohub, San Francisco, California, USA
Hamid Ebadi
2Chan Zuckerburg Biohub, San Francisco, California, USA
Geraldine Genetiano
2Chan Zuckerburg Biohub, San Francisco, California, USA
Foad Green
2Chan Zuckerburg Biohub, San Francisco, California, USA
Shayan Hosseinzadeh
2Chan Zuckerburg Biohub, San Francisco, California, USA
Feather Ives
2Chan Zuckerburg Biohub, San Francisco, California, USA
Annie Lo
2Chan Zuckerburg Biohub, San Francisco, California, USA
Andrew P. May
2Chan Zuckerburg Biohub, San Francisco, California, USA
Ashley Maynard
2Chan Zuckerburg Biohub, San Francisco, California, USA
Marina McKay
2Chan Zuckerburg Biohub, San Francisco, California, USA
Norma F. Neff
2Chan Zuckerburg Biohub, San Francisco, California, USA
Lolita Penland
2Chan Zuckerburg Biohub, San Francisco, California, USA
Rene V. Sit
2Chan Zuckerburg Biohub, San Francisco, California, USA
Weilun Tan
2Chan Zuckerburg Biohub, San Francisco, California, USA
Lucas Waldburger
2Chan Zuckerburg Biohub, San Francisco, California, USA
Justin Youngyunpipatkul
2Chan Zuckerburg Biohub, San Francisco, California, USA
Joshua Batson
2Chan Zuckerburg Biohub, San Francisco, California, USA
Olga Botvinnik
2Chan Zuckerburg Biohub, San Francisco, California, USA
Paola Castro
2Chan Zuckerburg Biohub, San Francisco, California, USA
Derek Croote
3Department of Bioengineering, Stanford University, Stanford, California, USA
Spyros Darmanis
2Chan Zuckerburg Biohub, San Francisco, California, USA
Joseph L. DeRisi
2Chan Zuckerburg Biohub, San Francisco, California, USA
27Department of Biochemistry and Biophysics, University of California San Francisco, San Francisco, California USA
Jim Karkanias
2Chan Zuckerburg Biohub, San Francisco, California, USA
Angela Pisco
2Chan Zuckerburg Biohub, San Francisco, California, USA
Geoffrey M. Stanley
3Department of Bioengineering, Stanford University, Stanford, California, USA
James T. Webber
2Chan Zuckerburg Biohub, San Francisco, California, USA
Fabio Zanini
3Department of Bioengineering, Stanford University, Stanford, California, USA
Ankit S. Baghel
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
Isaac Bakerman
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
7Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, California, USA
8Department of Medicine, Division of Cardiology, Stanford University School of Medicine, Stanford, California, USA
Joshua Batson
2Chan Zuckerburg Biohub, San Francisco, California, USA
Biter Bilen
4Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
Olga Botvinnik
2Chan Zuckerburg Biohub, San Francisco, California, USA
Douglas Brownfield
9Department of Biochemistry, Stanford University School of Medicine, Stanford, California, USA
Michelle B. Chen
3Department of Bioengineering, Stanford University, Stanford, California, USA
Spyros Darmanis
2Chan Zuckerburg Biohub, San Francisco, California, USA
Kubilay Demir
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
11Howard Hughes Medical Institute, USA
Antoine de Morree
4Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
Hamid Ebadi
2Chan Zuckerburg Biohub, San Francisco, California, USA
F. Hernan Espinoza
9Department of Biochemistry, Stanford University School of Medicine, Stanford, California, USA
Matt Fish
9Department of Biochemistry, Stanford University School of Medicine, Stanford, California, USA
11Howard Hughes Medical Institute, USA
12Department of Developmental Biology, Stanford University School of Medicine, Stanford, California, USA
Qiang Gan
4Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
Benson M. George
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
Astrid Gillich
9Department of Biochemistry, Stanford University School of Medicine, Stanford, California, USA
Xueying Gu
12Department of Developmental Biology, Stanford University School of Medicine, Stanford, California, USA
Gunsagar S. Gulati
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
Yan Hang
12Department of Developmental Biology, Stanford University School of Medicine, Stanford, California, USA
Albin Huang
Tal Iram
4Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
Taichi Isobe
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
Guruswamy Karnam
Aaron M. Kershner
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
Bernhard M. Kiss
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
14Department of Urology, Stanford University School of Medicine, Stanford, California, USA
William Kong
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
Christin S. Kuo
9Department of Biochemistry, Stanford University School of Medicine, Stanford, California, USA
11Howard Hughes Medical Institute, USA
21Department of Pediatrics, Stanford University school of Medicine, Stanford, California, USA
Jonathan Lam
12Department of Developmental Biology, Stanford University School of Medicine, Stanford, California, USA
Benoit Lehallier
4Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
Guang Li
17Department of Medicine, Division of Cardiovascular Medicine, Stanford University, Stanford, California, USA
Qingyun Li
18Department of Neurobiology, Stanford University School of Medicine, Stanford, CA USA
Ling Liu
4Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
Wan-Jin Lu
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
9Department of Biochemistry, Stanford University School of Medicine, Stanford, California, USA
Dullei Min
21Department of Pediatrics, Stanford University school of Medicine, Stanford, California, USA
Ahmad N. Nabhan
9Department of Biochemistry, Stanford University School of Medicine, Stanford, California, USA
Katharine M. Ng
3Department of Bioengineering, Stanford University, Stanford, California, USA
Patricia K. Nguyen
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
7Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, California, USA
8Department of Medicine, Division of Cardiology, Stanford University School of Medicine, Stanford, California, USA
17Department of Medicine, Division of Cardiovascular Medicine, Stanford University, Stanford, California, USA
Rasika Patkar
13Department of Medicine and Liver Center, University of California San Francisco, San Francisco, California, USA
Weng Chuan Peng
12Department of Developmental Biology, Stanford University School of Medicine, Stanford, California, USA
Lolita Penland
2Chan Zuckerburg Biohub, San Francisco, California, USA
Eric J. Rulifson
12Department of Developmental Biology, Stanford University School of Medicine, Stanford, California, USA
Nicholas Schaum
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
Shaheen S. Sikandar
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
Rahul Sinha
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
22Department of Pathology, Stanford University School of Medicine, Stanford, California, USA
23Ludwig Center for Cancer Stem Cell Research and Medicine, Stanford University School of Medicine, Stanford, California, USA
24Stanford Cancer Institute, Stanford University School of Medicine, Stanford, California, USA
Krzysztof Szade
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
25Department of Medical Biotechnology, Faculty of Biophysics, Biochemistry and Biotechnology, Jagiellonian University, Poland
Serena Y. Tan
22Department of Pathology, Stanford University School of Medicine, Stanford, California, USA
Krissie Tellez
12Department of Developmental Biology, Stanford University School of Medicine, Stanford, California, USA
Kyle J. Travaglini
9Department of Biochemistry, Stanford University School of Medicine, Stanford, California, USA
Carolina Tropini
26Department of Microbiology & Immunology, Stanford University School of Medicine, Stanford, California, USA
Linda J. van Weele
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
Bruce M. Wang
13Department of Medicine and Liver Center, University of California San Francisco, San Francisco, California, USA
Michael N. Wosczyna
4Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
Jinyi Xiang
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
Hanadie Yousef
4Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
Lu Zhou
18Department of Neurobiology, Stanford University School of Medicine, Stanford, CA USA
Joshua Batson
2Chan Zuckerburg Biohub, San Francisco, California, USA
Olga Botvinnik
2Chan Zuckerburg Biohub, San Francisco, California, USA
Steven Chen
2Chan Zuckerburg Biohub, San Francisco, California, USA
Spyros Darmanis
2Chan Zuckerburg Biohub, San Francisco, California, USA
Foad Green
2Chan Zuckerburg Biohub, San Francisco, California, USA
Andrew P. May
2Chan Zuckerburg Biohub, San Francisco, California, USA
Ashley Maynard
2Chan Zuckerburg Biohub, San Francisco, California, USA
Angela Pisco
2Chan Zuckerburg Biohub, San Francisco, California, USA
Stephen R. Quake
2Chan Zuckerburg Biohub, San Francisco, California, USA
3Department of Bioengineering, Stanford University, Stanford, California, USA
Nicholas Schaum
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
Geoffrey M. Stanley
James T. Webber
2Chan Zuckerburg Biohub, San Francisco, California, USA
Tony Wyss-Coray
4Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
5Paul F. Glenn Center for the Biology of Aging, Stanford University School of Medicine, Stanford, California, USA
6Center for Tissue Regeneration, Repair, and Restoration, V.A. Palo Alto Healthcare System, Palo Alto, California, USA
Fabio Zanini
3Department of Bioengineering, Stanford University, Stanford, California, USA
Philip A. Beachy
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
9Department of Biochemistry, Stanford University School of Medicine, Stanford, California, USA
11Howard Hughes Medical Institute, USA
12Department of Developmental Biology, Stanford University School of Medicine, Stanford, California, USA
Charles K. F. Chan
28Department of Surgery, Division of Plastic and Reconstructive Surgery, Stanford University, Stanford, California USA
Antoine de Morree
4Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
Benson M. George
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
Gunsagar S. Gulati
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
Yan Hang
12Department of Developmental Biology, Stanford University School of Medicine, Stanford, California, USA
Kerwyn Casey Huang
2Chan Zuckerburg Biohub, San Francisco, California, USA
3Department of Bioengineering, Stanford University, Stanford, California, USA
26Department of Microbiology & Immunology, Stanford University School of Medicine, Stanford, California, USA
Tal Iram
4Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
Taichi Isobe
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
Aaron M. Kershner
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
Bernhard M. Kiss
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
14Department of Urology, Stanford University School of Medicine, Stanford, California, USA
William Kong
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
Guang Li
17Department of Medicine, Division of Cardiovascular Medicine, Stanford University, Stanford, California, USA
Qingyun Li
18Department of Neurobiology, Stanford University School of Medicine, Stanford, CA USA
Ling Liu
4Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
Wan-Jin Lu
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
9Department of Biochemistry, Stanford University School of Medicine, Stanford, California, USA
Ahmad N. Nabhan
9Department of Biochemistry, Stanford University School of Medicine, Stanford, California, USA
Katharine M. Ng
3Department of Bioengineering, Stanford University, Stanford, California, USA
Patricia K. Nguyen
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
7Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, California, USA
8Department of Medicine, Division of Cardiology, Stanford University School of Medicine, Stanford, California, USA
17Department of Medicine, Division of Cardiovascular Medicine, Stanford University, Stanford, California, USA
Nicholas Schaum
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
Shaheen S. Sikandar
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
Rahul Sinha
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
22Department of Pathology, Stanford University School of Medicine, Stanford, California, USA
23Ludwig Center for Cancer Stem Cell Research and Medicine, Stanford University School of Medicine, Stanford, California, USA
24Stanford Cancer Institute, Stanford University School of Medicine, Stanford, California, USA
Krzysztof Szade
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
25Department of Medical Biotechnology, Faculty of Biophysics, Biochemistry and Biotechnology, Jagiellonian University, Poland
Kyle J. Travaglini
9Department of Biochemistry, Stanford University School of Medicine, Stanford, California, USA
Carolina Tropini
26Department of Microbiology & Immunology, Stanford University School of Medicine, Stanford, California, USA
Bruce M. Wang
13Department of Medicine and Liver Center, University of California San Francisco, San Francisco, California, USA
Kenneth Weinberg
21Department of Pediatrics, Stanford University school of Medicine, Stanford, California, USA
Michael N. Wosczyna
4Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
Sean Wu
17Department of Medicine, Division of Cardiovascular Medicine, Stanford University, Stanford, California, USA
Hanadie Yousef
4Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
Ben A. Barres
18Department of Neurobiology, Stanford University School of Medicine, Stanford, CA USA
Philip A. Beachy
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
9Department of Biochemistry, Stanford University School of Medicine, Stanford, California, USA
11Howard Hughes Medical Institute, USA
12Department of Developmental Biology, Stanford University School of Medicine, Stanford, California, USA
Charles K. F. Chan
28Department of Surgery, Division of Plastic and Reconstructive Surgery, Stanford University, Stanford, California USA
Michael F. Clarke
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
Spyros Darmanis
2Chan Zuckerburg Biohub, San Francisco, California, USA
Kerwyn Casey Huang
2Chan Zuckerburg Biohub, San Francisco, California, USA
3Department of Bioengineering, Stanford University, Stanford, California, USA
26Department of Microbiology & Immunology, Stanford University School of Medicine, Stanford, California, USA
Jim Karkanias
2Chan Zuckerburg Biohub, San Francisco, California, USA
Seung K. Kim
12Department of Developmental Biology, Stanford University School of Medicine, Stanford, California, USA
29Department of Medicine and Stanford Diabetes Research Center, Stanford University, Stanford, California USA
Mark A. Krasnow
9Department of Biochemistry, Stanford University School of Medicine, Stanford, California, USA
11Howard Hughes Medical Institute, USA
Christin S. Kuo
9Department of Biochemistry, Stanford University School of Medicine, Stanford, California, USA
11Howard Hughes Medical Institute, USA
21Department of Pediatrics, Stanford University school of Medicine, Stanford, California, USA
Andrew P. May
2Chan Zuckerburg Biohub, San Francisco, California, USA
Norma Neff
2Chan Zuckerburg Biohub, San Francisco, California, USA
Roel Nusse
9Department of Biochemistry, Stanford University School of Medicine, Stanford, California, USA
11Howard Hughes Medical Institute, USA
12Department of Developmental Biology, Stanford University School of Medicine, Stanford, California, USA
Patricia K. Nguyen
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
7Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, California, USA
8Department of Medicine, Division of Cardiology, Stanford University School of Medicine, Stanford, California, USA
17Department of Medicine, Division of Cardiovascular Medicine, Stanford University, Stanford, California, USA
Thomas A. Rando
4Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
5Paul F. Glenn Center for the Biology of Aging, Stanford University School of Medicine, Stanford, California, USA
6Center for Tissue Regeneration, Repair, and Restoration, V.A. Palo Alto Healthcare System, Palo Alto, California, USA
Justin Sonnenburg
26Department of Microbiology & Immunology, Stanford University School of Medicine, Stanford, California, USA
Bruce M. Wang
13Department of Medicine and Liver Center, University of California San Francisco, San Francisco, California, USA
Kenneth Weinberg
21Department of Pediatrics, Stanford University school of Medicine, Stanford, California, USA
Irving L. Weissman
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
22Department of Pathology, Stanford University School of Medicine, Stanford, California, USA
23Ludwig Center for Cancer Stem Cell Research and Medicine, Stanford University School of Medicine, Stanford, California, USA
24Stanford Cancer Institute, Stanford University School of Medicine, Stanford, California, USA
Sean M. Wu
1Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California, USA
7Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, California, USA
17Department of Medicine, Division of Cardiovascular Medicine, Stanford University, Stanford, California, USA
Stephen R. Quake
2Chan Zuckerburg Biohub, San Francisco, California, USA
3Department of Bioengineering, Stanford University, Stanford, California, USA
Tony Wyss-Coray
4Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
5Paul F. Glenn Center for the Biology of Aging, Stanford University School of Medicine, Stanford, California, USA
6Center for Tissue Regeneration, Repair, and Restoration, V.A. Palo Alto Healthcare System, Palo Alto, California, USA
The Tabula Muris Consortium
We have created a compendium of single cell transcriptome data from the model organism Mus musculus comprising more than 100,000 cells from 20 organs and tissues. These data represent a new resource for cell biology, revealing gene expression in poorly characterized cell populations and allowing for direct and controlled comparison of gene expression in cell types shared between tissues, such as T-lymphocytes and endothelial cells from distinct anatomical locations. Two distinct technical approaches were used for most tissues: one approach, microfluidic droplet-based 3’-end counting, enabled the survey of thousands of cells at relatively low coverage, while the other, FACS-based full length transcript analysis, enabled characterization of cell types with high sensitivity and coverage. The cumulative data provide the foundation for an atlas of transcriptomic cell biology.
Footnotes
Author Information Reprints and permissions information is available at www.nature.com/reprints. The authors declare no completing financial interests: the details are available in the online version of the paper. Readers are welcome to comment on the online version of the paper.
Reviewer Information Nature thanks the anonymous reviewers for their contributions to the peer review of this work.
Copyright
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.
Posted March 29, 2018.
Single-cell transcriptomic characterization of 20 organs and tissues from individual mice creates a Tabula Muris
Nicholas Schaum, Jim Karkanias, Norma F Neff, Andrew P. May, Stephen R. Quake, Tony Wyss-Coray, Spyros Darmanis, Joshua Batson, Olga Botvinnik, Michelle B. Chen, Steven Chen, Foad Green, Robert Jones, Ashley Maynard, Lolita Penland, Rene V. Sit, Geoffrey M. Stanley, James T. Webber, Fabio Zanini, Ankit S. Baghel, Isaac Bakerman, Ishita Bansal, Daniela Berdnik, Biter Bilen, Douglas Brownfield, Corey Cain, Michelle B. Chen, Steven Chen, Min Cho, Giana Cirolia, Stephanie D. Conley, Spyros Darmanis, Aaron Demers, Kubilay Demir, Antoine de Morree, Tessa Divita, Haley du Bois, Laughing Bear Torrez Dulgeroff, Hamid Ebadi, F. Hernan Espinoza, Matt Fish, Qiang Gan, Benson M. George, Astrid Gillich, Foad Green, Geraldine Genetiano, Xueying Gu, Gunsagar S. Gulati, Yan Hang, Shayan Hosseinzadeh, Albin Huang, Tal Iram, Taichi Isobe, Feather Ives, Robert Jones, Kevin S. Kao, Guruswamy Karnam, Aaron M. Kershner, Bernhard Kiss, William Kong, Maya E. Kumar, Jonathan Lam, Davis P. Lee, Song E. Lee, Guang Li, Qingyun Li, Ling Liu, Annie Lo, Wan-Jin Lu, Anoop Manjunath, Andrew P. May, Kaia L. May, Oliver L. May, Ashley Maynard, Marina McKay, Ross J. Metzger, Marco Mignardi, Dullei Min, Ahmad N. Nabhan, Norma F Neff, Katharine M. Ng, Joseph Noh, Rasika Patkar, Weng Chuan Peng, Lolita Penland, Robert Puccinelli, Eric J. Rulifson, Nicholas Schaum, Shaheen S. Sikandar, Rahul Sinha, Rene V Sit, Krzysztof Szade, Weilun Tan, Cristina Tato, Krissie Tellez, Kyle J. Travaglini, Carolina Tropini, Lucas Waldburger, Linda J. van Weele, Michael N. Wosczyna, Jinyi Xiang, Soso Xue, Justin Youngyunpipatkul, Fabio Zanini, Macy E. Zardeneta, Fan Zhang, Lu Zhou, Ishita Bansal, Steven Chen, Min Cho, Giana Cirolia, Spyros Darmanis, Aaron Demers, Tessa Divita, Hamid Ebadi, Geraldine Genetiano, Foad Green, Shayan Hosseinzadeh, Feather Ives, Annie Lo, Andrew P. May, Ashley Maynard, Marina McKay, Norma F. Neff, Lolita Penland, Rene V. Sit, Weilun Tan, Lucas Waldburger, Justin Youngyunpipatkul, Joshua Batson, Olga Botvinnik, Paola Castro, Derek Croote, Spyros Darmanis, Joseph L. DeRisi, Jim Karkanias, Angela Pisco, Geoffrey M. Stanley, James T. Webber, Fabio Zanini, Ankit S. Baghel, Isaac Bakerman, Joshua Batson, Biter Bilen, Olga Botvinnik, Douglas Brownfield, Michelle B. Chen, Spyros Darmanis, Kubilay Demir, Antoine de Morree, Hamid Ebadi, F. Hernan Espinoza, Matt Fish, Qiang Gan, Benson M. George, Astrid Gillich, Xueying Gu, Gunsagar S. Gulati, Yan Hang, Albin Huang, Tal Iram, Taichi Isobe, Guruswamy Karnam, Aaron M. Kershner, Bernhard M. Kiss, William Kong, Christin S. Kuo, Jonathan Lam, Benoit Lehallier, Guang Li, Qingyun Li, Ling Liu, Wan-Jin Lu, Dullei Min, Ahmad N. Nabhan, Katharine M. Ng, Patricia K. Nguyen, Rasika Patkar, Weng Chuan Peng, Lolita Penland, Eric J. Rulifson, Nicholas Schaum, Shaheen S. Sikandar, Rahul Sinha, Krzysztof Szade, Serena Y. Tan, Krissie Tellez, Kyle J. Travaglini, Carolina Tropini, Linda J. van Weele, Bruce M. Wang, Michael N. Wosczyna, Jinyi Xiang, Hanadie Yousef, Lu Zhou, Joshua Batson, Olga Botvinnik, Steven Chen, Spyros Darmanis, Foad Green, Andrew P. May, Ashley Maynard, Angela Pisco, Stephen R. Quake, Nicholas Schaum, Geoffrey M. Stanley, James T. Webber, Tony Wyss-Coray, Fabio Zanini, Philip A. Beachy, Charles K. F. Chan, Antoine de Morree, Benson M. George, Gunsagar S. Gulati, Yan Hang, Kerwyn Casey Huang, Tal Iram, Taichi Isobe, Aaron M. Kershner, Bernhard M. Kiss, William Kong, Guang Li, Qingyun Li, Ling Liu, Wan-Jin Lu, Ahmad N. Nabhan, Katharine M. Ng, Patricia K. Nguyen, Nicholas Schaum, Shaheen S. Sikandar, Rahul Sinha, Krzysztof Szade, Kyle J. Travaglini, Carolina Tropini, Bruce M. Wang, Kenneth Weinberg, Michael N. Wosczyna, Sean Wu, Hanadie Yousef, Ben A. Barres, Philip A. Beachy, Charles K. F. Chan, Michael F. Clarke, Spyros Darmanis, Kerwyn Casey Huang, Jim Karkanias, Seung K. Kim, Mark A. Krasnow, Christin S. Kuo, Andrew P. May, Norma Neff, Roel Nusse, Patricia K. Nguyen, Thomas A. Rando, Justin Sonnenburg, Bruce M. Wang, Kenneth Weinberg, Irving L. Weissman, Sean M. Wu, Stephen R. Quake, Tony Wyss-Coray
bioRxiv 237446; doi: https://doi.org/10.1101/237446
Single-cell transcriptomic characterization of 20 organs and tissues from individual mice creates a Tabula Muris
Nicholas Schaum, Jim Karkanias, Norma F Neff, Andrew P. May, Stephen R. Quake, Tony Wyss-Coray, Spyros Darmanis, Joshua Batson, Olga Botvinnik, Michelle B. Chen, Steven Chen, Foad Green, Robert Jones, Ashley Maynard, Lolita Penland, Rene V. Sit, Geoffrey M. Stanley, James T. Webber, Fabio Zanini, Ankit S. Baghel, Isaac Bakerman, Ishita Bansal, Daniela Berdnik, Biter Bilen, Douglas Brownfield, Corey Cain, Michelle B. Chen, Steven Chen, Min Cho, Giana Cirolia, Stephanie D. Conley, Spyros Darmanis, Aaron Demers, Kubilay Demir, Antoine de Morree, Tessa Divita, Haley du Bois, Laughing Bear Torrez Dulgeroff, Hamid Ebadi, F. Hernan Espinoza, Matt Fish, Qiang Gan, Benson M. George, Astrid Gillich, Foad Green, Geraldine Genetiano, Xueying Gu, Gunsagar S. Gulati, Yan Hang, Shayan Hosseinzadeh, Albin Huang, Tal Iram, Taichi Isobe, Feather Ives, Robert Jones, Kevin S. Kao, Guruswamy Karnam, Aaron M. Kershner, Bernhard Kiss, William Kong, Maya E. Kumar, Jonathan Lam, Davis P. Lee, Song E. Lee, Guang Li, Qingyun Li, Ling Liu, Annie Lo, Wan-Jin Lu, Anoop Manjunath, Andrew P. May, Kaia L. May, Oliver L. May, Ashley Maynard, Marina McKay, Ross J. Metzger, Marco Mignardi, Dullei Min, Ahmad N. Nabhan, Norma F Neff, Katharine M. Ng, Joseph Noh, Rasika Patkar, Weng Chuan Peng, Lolita Penland, Robert Puccinelli, Eric J. Rulifson, Nicholas Schaum, Shaheen S. Sikandar, Rahul Sinha, Rene V Sit, Krzysztof Szade, Weilun Tan, Cristina Tato, Krissie Tellez, Kyle J. Travaglini, Carolina Tropini, Lucas Waldburger, Linda J. van Weele, Michael N. Wosczyna, Jinyi Xiang, Soso Xue, Justin Youngyunpipatkul, Fabio Zanini, Macy E. Zardeneta, Fan Zhang, Lu Zhou, Ishita Bansal, Steven Chen, Min Cho, Giana Cirolia, Spyros Darmanis, Aaron Demers, Tessa Divita, Hamid Ebadi, Geraldine Genetiano, Foad Green, Shayan Hosseinzadeh, Feather Ives, Annie Lo, Andrew P. May, Ashley Maynard, Marina McKay, Norma F. Neff, Lolita Penland, Rene V. Sit, Weilun Tan, Lucas Waldburger, Justin Youngyunpipatkul, Joshua Batson, Olga Botvinnik, Paola Castro, Derek Croote, Spyros Darmanis, Joseph L. DeRisi, Jim Karkanias, Angela Pisco, Geoffrey M. Stanley, James T. Webber, Fabio Zanini, Ankit S. Baghel, Isaac Bakerman, Joshua Batson, Biter Bilen, Olga Botvinnik, Douglas Brownfield, Michelle B. Chen, Spyros Darmanis, Kubilay Demir, Antoine de Morree, Hamid Ebadi, F. Hernan Espinoza, Matt Fish, Qiang Gan, Benson M. George, Astrid Gillich, Xueying Gu, Gunsagar S. Gulati, Yan Hang, Albin Huang, Tal Iram, Taichi Isobe, Guruswamy Karnam, Aaron M. Kershner, Bernhard M. Kiss, William Kong, Christin S. Kuo, Jonathan Lam, Benoit Lehallier, Guang Li, Qingyun Li, Ling Liu, Wan-Jin Lu, Dullei Min, Ahmad N. Nabhan, Katharine M. Ng, Patricia K. Nguyen, Rasika Patkar, Weng Chuan Peng, Lolita Penland, Eric J. Rulifson, Nicholas Schaum, Shaheen S. Sikandar, Rahul Sinha, Krzysztof Szade, Serena Y. Tan, Krissie Tellez, Kyle J. Travaglini, Carolina Tropini, Linda J. van Weele, Bruce M. Wang, Michael N. Wosczyna, Jinyi Xiang, Hanadie Yousef, Lu Zhou, Joshua Batson, Olga Botvinnik, Steven Chen, Spyros Darmanis, Foad Green, Andrew P. May, Ashley Maynard, Angela Pisco, Stephen R. Quake, Nicholas Schaum, Geoffrey M. Stanley, James T. Webber, Tony Wyss-Coray, Fabio Zanini, Philip A. Beachy, Charles K. F. Chan, Antoine de Morree, Benson M. George, Gunsagar S. Gulati, Yan Hang, Kerwyn Casey Huang, Tal Iram, Taichi Isobe, Aaron M. Kershner, Bernhard M. Kiss, William Kong, Guang Li, Qingyun Li, Ling Liu, Wan-Jin Lu, Ahmad N. Nabhan, Katharine M. Ng, Patricia K. Nguyen, Nicholas Schaum, Shaheen S. Sikandar, Rahul Sinha, Krzysztof Szade, Kyle J. Travaglini, Carolina Tropini, Bruce M. Wang, Kenneth Weinberg, Michael N. Wosczyna, Sean Wu, Hanadie Yousef, Ben A. Barres, Philip A. Beachy, Charles K. F. Chan, Michael F. Clarke, Spyros Darmanis, Kerwyn Casey Huang, Jim Karkanias, Seung K. Kim, Mark A. Krasnow, Christin S. Kuo, Andrew P. May, Norma Neff, Roel Nusse, Patricia K. Nguyen, Thomas A. Rando, Justin Sonnenburg, Bruce M. Wang, Kenneth Weinberg, Irving L. Weissman, Sean M. Wu, Stephen R. Quake, Tony Wyss-Coray
bioRxiv 237446; doi: https://doi.org/10.1101/237446
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