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Brain-wide Correspondence Between Neuronal Epigenomics and Long-Distance Projections

Jingtian Zhou, Zhuzhu Zhang, May Wu, Hanqing Liu, Yan Pang, Anna Bartlett, Angeline Rivkin, Will N. Lagos, Elora Williams, Cheng-Ta Lee, Paula Assakura Miyazaki, Andrew Aldridge, Qiurui Zeng, J.L. Angelo Salinda, Naomi Claffey, Michelle Liem, Conor Fitzpatrick, Lara Boggeman, Zizhen Yao, Kimberly A. Smith, Bosiljka Tasic, Jordan Altshul, Mia A. Kenworthy, Cynthia Valadon, Joseph R. Nery, Rosa G. Castanon, Neelakshi S. Patne, Minh Vu, Mohammad Rashid, Matthew Jacobs, Tony Ito, Julia Osteen, Nora Emerson, Jasper Lee, Silvia Cho, Jon Rink, Hsiang-Hsuan Huang, António Pinto-Duartec, Bertha Dominguez, Jared B. Smith, Carolyn O’Connor, Hongkui Zeng, Kuo-Fen Lee, Eran A. Mukamel, Xin Jin, M. Margarita Behrens, Joseph R. Ecker, Edward M. Callaway
doi: https://doi.org/10.1101/2023.05.01.538832
Jingtian Zhou
1Genomic Analysis Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
2Bioinformatics and Systems Biology Program, University of California San Diego, La Jolla, CA 92093
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Zhuzhu Zhang
1Genomic Analysis Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
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May Wu
1Genomic Analysis Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
3Division of Biological Sciences, University of California San Diego, La Jolla, CA 92093
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Hanqing Liu
1Genomic Analysis Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Yan Pang
4Systems Neurobiology Laboratories, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Anna Bartlett
1Genomic Analysis Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Angeline Rivkin
1Genomic Analysis Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Will N. Lagos
4Systems Neurobiology Laboratories, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Elora Williams
5Molecular Neurobiology Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Cheng-Ta Lee
6Peptide Biology Laboratories, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Paula Assakura Miyazaki
4Systems Neurobiology Laboratories, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Andrew Aldridge
1Genomic Analysis Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Qiurui Zeng
1Genomic Analysis Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
3Division of Biological Sciences, University of California San Diego, La Jolla, CA 92093
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J.L. Angelo Salinda
4Systems Neurobiology Laboratories, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Naomi Claffey
7Flow Cytometry Core Facility, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Michelle Liem
7Flow Cytometry Core Facility, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Conor Fitzpatrick
7Flow Cytometry Core Facility, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Lara Boggeman
7Flow Cytometry Core Facility, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Zizhen Yao
8Allen Institute for Brain Science, Seattle, WA 98109
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Kimberly A. Smith
8Allen Institute for Brain Science, Seattle, WA 98109
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Bosiljka Tasic
8Allen Institute for Brain Science, Seattle, WA 98109
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Jordan Altshul
1Genomic Analysis Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Mia A. Kenworthy
1Genomic Analysis Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Cynthia Valadon
1Genomic Analysis Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Joseph R. Nery
1Genomic Analysis Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Rosa G. Castanon
1Genomic Analysis Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Neelakshi S. Patne
4Systems Neurobiology Laboratories, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Minh Vu
4Systems Neurobiology Laboratories, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Mohammad Rashid
4Systems Neurobiology Laboratories, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Matthew Jacobs
4Systems Neurobiology Laboratories, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Tony Ito
4Systems Neurobiology Laboratories, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Julia Osteen
9Computational Neurobiology Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Nora Emerson
9Computational Neurobiology Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Jasper Lee
9Computational Neurobiology Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Silvia Cho
9Computational Neurobiology Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Jon Rink
9Computational Neurobiology Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Hsiang-Hsuan Huang
5Molecular Neurobiology Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
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António Pinto-Duartec
9Computational Neurobiology Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Bertha Dominguez
6Peptide Biology Laboratories, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Jared B. Smith
5Molecular Neurobiology Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Carolyn O’Connor
7Flow Cytometry Core Facility, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Hongkui Zeng
8Allen Institute for Brain Science, Seattle, WA 98109
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Kuo-Fen Lee
6Peptide Biology Laboratories, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Eran A. Mukamel
10Department of Cognitive Science, University of California, San Diego, La Jolla, CA 92037
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Xin Jin
11Center for Motor Control and Disease, Key Laboratory of Brain Functional Genomics, East China Normal University, Shanghai 200062, China
12NYU–ECNU Institute of Brain and Cognitive Science, New York University Shanghai, Shanghai 200062, China
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M. Margarita Behrens
9Computational Neurobiology Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
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Joseph R. Ecker
1Genomic Analysis Laboratory, The Salk Institute for Biological Studies, La Jolla, CA 92037
13Howard Hughes Medical Institute, The Salk Institute for Biological Studies, La Jolla, CA 92037
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  • For correspondence: callaway@salk.edu ecker@salk.edu
Edward M. Callaway
4Systems Neurobiology Laboratories, The Salk Institute for Biological Studies, La Jolla, CA 92037
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  • For correspondence: callaway@salk.edu ecker@salk.edu
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Abstract

Single-cell genetic and epigenetic analyses parse the brain’s billions of neurons into thousands of “cell-type” clusters, each residing in different brain structures. Many of these cell types mediate their unique functions by virtue of targeted long-distance axonal projections to allow interactions between specific cell types. Here we have used Epi-Retro-Seq to link single cell epigenomes and associated cell types to their long-distance projections for 33,034 neurons dissected from 32 different source regions projecting to 24 different targets (225 source →target combinations) across the whole mouse brain. We highlight uses of this large data set for interrogating both overarching principles relating projection cell types to their transcriptomic and epigenomic properties and for addressing and developing specific hypotheses about cell types and connections as they relate to genetics. We provide an overall synthesis of the data set with 926 statistical comparisons of the discriminability of neurons projecting to each target for every dissected source region. We integrate this dataset into the larger, annotated BICCN cell type atlas composed of millions of neurons to link projection cell types to consensus clusters. Integration with spatial transcriptomic data further assigns projection-enriched clusters to much smaller source regions than afforded by the original dissections. We exemplify these capabilities by presenting in-depth analyses of neurons with identified projections from the hypothalamus, thalamus, hindbrain, amygdala, and midbrain to provide new insights into the properties of those cell types, including differentially expressed genes, their associated cis-regulatory elements and transcription factor binding motifs, and neurotransmitter usage.

Competing Interest Statement

J.R.E serves on the scientific advisory board of Zymo Research Inc. H.Z. is on the scientific advisory board of MapLight Therapeutics, Inc.

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC 4.0 International license.
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Posted May 01, 2023.
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Brain-wide Correspondence Between Neuronal Epigenomics and Long-Distance Projections
Jingtian Zhou, Zhuzhu Zhang, May Wu, Hanqing Liu, Yan Pang, Anna Bartlett, Angeline Rivkin, Will N. Lagos, Elora Williams, Cheng-Ta Lee, Paula Assakura Miyazaki, Andrew Aldridge, Qiurui Zeng, J.L. Angelo Salinda, Naomi Claffey, Michelle Liem, Conor Fitzpatrick, Lara Boggeman, Zizhen Yao, Kimberly A. Smith, Bosiljka Tasic, Jordan Altshul, Mia A. Kenworthy, Cynthia Valadon, Joseph R. Nery, Rosa G. Castanon, Neelakshi S. Patne, Minh Vu, Mohammad Rashid, Matthew Jacobs, Tony Ito, Julia Osteen, Nora Emerson, Jasper Lee, Silvia Cho, Jon Rink, Hsiang-Hsuan Huang, António Pinto-Duartec, Bertha Dominguez, Jared B. Smith, Carolyn O’Connor, Hongkui Zeng, Kuo-Fen Lee, Eran A. Mukamel, Xin Jin, M. Margarita Behrens, Joseph R. Ecker, Edward M. Callaway
bioRxiv 2023.05.01.538832; doi: https://doi.org/10.1101/2023.05.01.538832
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Brain-wide Correspondence Between Neuronal Epigenomics and Long-Distance Projections
Jingtian Zhou, Zhuzhu Zhang, May Wu, Hanqing Liu, Yan Pang, Anna Bartlett, Angeline Rivkin, Will N. Lagos, Elora Williams, Cheng-Ta Lee, Paula Assakura Miyazaki, Andrew Aldridge, Qiurui Zeng, J.L. Angelo Salinda, Naomi Claffey, Michelle Liem, Conor Fitzpatrick, Lara Boggeman, Zizhen Yao, Kimberly A. Smith, Bosiljka Tasic, Jordan Altshul, Mia A. Kenworthy, Cynthia Valadon, Joseph R. Nery, Rosa G. Castanon, Neelakshi S. Patne, Minh Vu, Mohammad Rashid, Matthew Jacobs, Tony Ito, Julia Osteen, Nora Emerson, Jasper Lee, Silvia Cho, Jon Rink, Hsiang-Hsuan Huang, António Pinto-Duartec, Bertha Dominguez, Jared B. Smith, Carolyn O’Connor, Hongkui Zeng, Kuo-Fen Lee, Eran A. Mukamel, Xin Jin, M. Margarita Behrens, Joseph R. Ecker, Edward M. Callaway
bioRxiv 2023.05.01.538832; doi: https://doi.org/10.1101/2023.05.01.538832

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