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Morphological diversity of single neurons in molecularly defined cell types

Dendritic and axonal morphology reflects the input and output of neurons and is a defining feature of neuronal types(1,2), yet our knowledge of its diversity remains limited. Here, to systematically examine complete single-neuron morphologies on a brain-wide scale, we established a pipeline encompas...

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Autores principales: Peng, Hanchuan, Xie, Peng, Liu, Lijuan, Kuang, Xiuli, Wang, Yimin, Qu, Lei, Gong, Hui, Jiang, Shengdian, Li, Anan, Ruan, Zongcai, Ding, Liya, Yao, Zizhen, Chen, Chao, Chen, Mengya, Daigle, Tanya L., Dalley, Rachel, Ding, Zhangcan, Duan, Yanjun, Feiner, Aaron, He, Ping, Hill, Chris, Hirokawa, Karla E., Hong, Guodong, Huang, Lei, Kebede, Sara, Kuo, Hsien-Chi, Larsen, Rachael, Lesnar, Phil, Li, Longfei, Li, Qi, Li, Xiangning, Li, Yaoyao, Li, Yuanyuan, Liu, An, Lu, Donghuan, Mok, Stephanie, Ng, Lydia, Nguyen, Thuc Nghi, Ouyang, Qiang, Pan, Jintao, Shen, Elise, Song, Yuanyuan, Sunkin, Susan M., Tasic, Bosiljka, Veldman, Matthew B., Wakeman, Wayne, Wan, Wan, Wang, Peng, Wang, Quanxin, Wang, Tao, Wang, Yaping, Xiong, Feng, Xiong, Wei, Xu, Wenjie, Ye, Min, Yin, Lulu, Yu, Yang, Yuan, Jia, Yuan, Jing, Yun, Zhixi, Zeng, Shaoqun, Zhang, Shichen, Zhao, Sujun, Zhao, Zijun, Zhou, Zhi, Huang, Z. Josh, Esposito, Luke, Hawrylycz, Michael J., Sorensen, Staci A., Yang, X. William, Zheng, Yefeng, Gu, Zhongze, Xie, Wei, Koch, Christof, Luo, Qingming, Harris, Julie A., Wang, Yun, Zeng, Hongkui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8494643/
https://www.ncbi.nlm.nih.gov/pubmed/34616072
http://dx.doi.org/10.1038/s41586-021-03941-1
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author Peng, Hanchuan
Xie, Peng
Liu, Lijuan
Kuang, Xiuli
Wang, Yimin
Qu, Lei
Gong, Hui
Jiang, Shengdian
Li, Anan
Ruan, Zongcai
Ding, Liya
Yao, Zizhen
Chen, Chao
Chen, Mengya
Daigle, Tanya L.
Dalley, Rachel
Ding, Zhangcan
Duan, Yanjun
Feiner, Aaron
He, Ping
Hill, Chris
Hirokawa, Karla E.
Hong, Guodong
Huang, Lei
Kebede, Sara
Kuo, Hsien-Chi
Larsen, Rachael
Lesnar, Phil
Li, Longfei
Li, Qi
Li, Xiangning
Li, Yaoyao
Li, Yuanyuan
Liu, An
Lu, Donghuan
Mok, Stephanie
Ng, Lydia
Nguyen, Thuc Nghi
Ouyang, Qiang
Pan, Jintao
Shen, Elise
Song, Yuanyuan
Sunkin, Susan M.
Tasic, Bosiljka
Veldman, Matthew B.
Wakeman, Wayne
Wan, Wan
Wang, Peng
Wang, Quanxin
Wang, Tao
Wang, Yaping
Xiong, Feng
Xiong, Wei
Xu, Wenjie
Ye, Min
Yin, Lulu
Yu, Yang
Yuan, Jia
Yuan, Jing
Yun, Zhixi
Zeng, Shaoqun
Zhang, Shichen
Zhao, Sujun
Zhao, Zijun
Zhou, Zhi
Huang, Z. Josh
Esposito, Luke
Hawrylycz, Michael J.
Sorensen, Staci A.
Yang, X. William
Zheng, Yefeng
Gu, Zhongze
Xie, Wei
Koch, Christof
Luo, Qingming
Harris, Julie A.
Wang, Yun
Zeng, Hongkui
author_facet Peng, Hanchuan
Xie, Peng
Liu, Lijuan
Kuang, Xiuli
Wang, Yimin
Qu, Lei
Gong, Hui
Jiang, Shengdian
Li, Anan
Ruan, Zongcai
Ding, Liya
Yao, Zizhen
Chen, Chao
Chen, Mengya
Daigle, Tanya L.
Dalley, Rachel
Ding, Zhangcan
Duan, Yanjun
Feiner, Aaron
He, Ping
Hill, Chris
Hirokawa, Karla E.
Hong, Guodong
Huang, Lei
Kebede, Sara
Kuo, Hsien-Chi
Larsen, Rachael
Lesnar, Phil
Li, Longfei
Li, Qi
Li, Xiangning
Li, Yaoyao
Li, Yuanyuan
Liu, An
Lu, Donghuan
Mok, Stephanie
Ng, Lydia
Nguyen, Thuc Nghi
Ouyang, Qiang
Pan, Jintao
Shen, Elise
Song, Yuanyuan
Sunkin, Susan M.
Tasic, Bosiljka
Veldman, Matthew B.
Wakeman, Wayne
Wan, Wan
Wang, Peng
Wang, Quanxin
Wang, Tao
Wang, Yaping
Xiong, Feng
Xiong, Wei
Xu, Wenjie
Ye, Min
Yin, Lulu
Yu, Yang
Yuan, Jia
Yuan, Jing
Yun, Zhixi
Zeng, Shaoqun
Zhang, Shichen
Zhao, Sujun
Zhao, Zijun
Zhou, Zhi
Huang, Z. Josh
Esposito, Luke
Hawrylycz, Michael J.
Sorensen, Staci A.
Yang, X. William
Zheng, Yefeng
Gu, Zhongze
Xie, Wei
Koch, Christof
Luo, Qingming
Harris, Julie A.
Wang, Yun
Zeng, Hongkui
author_sort Peng, Hanchuan
collection PubMed
description Dendritic and axonal morphology reflects the input and output of neurons and is a defining feature of neuronal types(1,2), yet our knowledge of its diversity remains limited. Here, to systematically examine complete single-neuron morphologies on a brain-wide scale, we established a pipeline encompassing sparse labelling, whole-brain imaging, reconstruction, registration and analysis. We fully reconstructed 1,741 neurons from cortex, claustrum, thalamus, striatum and other brain regions in mice. We identified 11 major projection neuron types with distinct morphological features and corresponding transcriptomic identities. Extensive projectional diversity was found within each of these major types, on the basis of which some types were clustered into more refined subtypes. This diversity follows a set of generalizable principles that govern long-range axonal projections at different levels, including molecular correspondence, divergent or convergent projection, axon termination pattern, regional specificity, topography, and individual cell variability. Although clear concordance with transcriptomic profiles is evident at the level of major projection type, fine-grained morphological diversity often does not readily correlate with transcriptomic subtypes derived from unsupervised clustering, highlighting the need for single-cell cross-modality studies. Overall, our study demonstrates the crucial need for quantitative description of complete single-cell anatomy in cell-type classification, as single-cell morphological diversity reveals a plethora of ways in which different cell types and their individual members may contribute to the configuration and function of their respective circuits.
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spelling pubmed-84946432021-10-19 Morphological diversity of single neurons in molecularly defined cell types Peng, Hanchuan Xie, Peng Liu, Lijuan Kuang, Xiuli Wang, Yimin Qu, Lei Gong, Hui Jiang, Shengdian Li, Anan Ruan, Zongcai Ding, Liya Yao, Zizhen Chen, Chao Chen, Mengya Daigle, Tanya L. Dalley, Rachel Ding, Zhangcan Duan, Yanjun Feiner, Aaron He, Ping Hill, Chris Hirokawa, Karla E. Hong, Guodong Huang, Lei Kebede, Sara Kuo, Hsien-Chi Larsen, Rachael Lesnar, Phil Li, Longfei Li, Qi Li, Xiangning Li, Yaoyao Li, Yuanyuan Liu, An Lu, Donghuan Mok, Stephanie Ng, Lydia Nguyen, Thuc Nghi Ouyang, Qiang Pan, Jintao Shen, Elise Song, Yuanyuan Sunkin, Susan M. Tasic, Bosiljka Veldman, Matthew B. Wakeman, Wayne Wan, Wan Wang, Peng Wang, Quanxin Wang, Tao Wang, Yaping Xiong, Feng Xiong, Wei Xu, Wenjie Ye, Min Yin, Lulu Yu, Yang Yuan, Jia Yuan, Jing Yun, Zhixi Zeng, Shaoqun Zhang, Shichen Zhao, Sujun Zhao, Zijun Zhou, Zhi Huang, Z. Josh Esposito, Luke Hawrylycz, Michael J. Sorensen, Staci A. Yang, X. William Zheng, Yefeng Gu, Zhongze Xie, Wei Koch, Christof Luo, Qingming Harris, Julie A. Wang, Yun Zeng, Hongkui Nature Article Dendritic and axonal morphology reflects the input and output of neurons and is a defining feature of neuronal types(1,2), yet our knowledge of its diversity remains limited. Here, to systematically examine complete single-neuron morphologies on a brain-wide scale, we established a pipeline encompassing sparse labelling, whole-brain imaging, reconstruction, registration and analysis. We fully reconstructed 1,741 neurons from cortex, claustrum, thalamus, striatum and other brain regions in mice. We identified 11 major projection neuron types with distinct morphological features and corresponding transcriptomic identities. Extensive projectional diversity was found within each of these major types, on the basis of which some types were clustered into more refined subtypes. This diversity follows a set of generalizable principles that govern long-range axonal projections at different levels, including molecular correspondence, divergent or convergent projection, axon termination pattern, regional specificity, topography, and individual cell variability. Although clear concordance with transcriptomic profiles is evident at the level of major projection type, fine-grained morphological diversity often does not readily correlate with transcriptomic subtypes derived from unsupervised clustering, highlighting the need for single-cell cross-modality studies. Overall, our study demonstrates the crucial need for quantitative description of complete single-cell anatomy in cell-type classification, as single-cell morphological diversity reveals a plethora of ways in which different cell types and their individual members may contribute to the configuration and function of their respective circuits. Nature Publishing Group UK 2021-10-06 2021 /pmc/articles/PMC8494643/ /pubmed/34616072 http://dx.doi.org/10.1038/s41586-021-03941-1 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Peng, Hanchuan
Xie, Peng
Liu, Lijuan
Kuang, Xiuli
Wang, Yimin
Qu, Lei
Gong, Hui
Jiang, Shengdian
Li, Anan
Ruan, Zongcai
Ding, Liya
Yao, Zizhen
Chen, Chao
Chen, Mengya
Daigle, Tanya L.
Dalley, Rachel
Ding, Zhangcan
Duan, Yanjun
Feiner, Aaron
He, Ping
Hill, Chris
Hirokawa, Karla E.
Hong, Guodong
Huang, Lei
Kebede, Sara
Kuo, Hsien-Chi
Larsen, Rachael
Lesnar, Phil
Li, Longfei
Li, Qi
Li, Xiangning
Li, Yaoyao
Li, Yuanyuan
Liu, An
Lu, Donghuan
Mok, Stephanie
Ng, Lydia
Nguyen, Thuc Nghi
Ouyang, Qiang
Pan, Jintao
Shen, Elise
Song, Yuanyuan
Sunkin, Susan M.
Tasic, Bosiljka
Veldman, Matthew B.
Wakeman, Wayne
Wan, Wan
Wang, Peng
Wang, Quanxin
Wang, Tao
Wang, Yaping
Xiong, Feng
Xiong, Wei
Xu, Wenjie
Ye, Min
Yin, Lulu
Yu, Yang
Yuan, Jia
Yuan, Jing
Yun, Zhixi
Zeng, Shaoqun
Zhang, Shichen
Zhao, Sujun
Zhao, Zijun
Zhou, Zhi
Huang, Z. Josh
Esposito, Luke
Hawrylycz, Michael J.
Sorensen, Staci A.
Yang, X. William
Zheng, Yefeng
Gu, Zhongze
Xie, Wei
Koch, Christof
Luo, Qingming
Harris, Julie A.
Wang, Yun
Zeng, Hongkui
Morphological diversity of single neurons in molecularly defined cell types
title Morphological diversity of single neurons in molecularly defined cell types
title_full Morphological diversity of single neurons in molecularly defined cell types
title_fullStr Morphological diversity of single neurons in molecularly defined cell types
title_full_unstemmed Morphological diversity of single neurons in molecularly defined cell types
title_short Morphological diversity of single neurons in molecularly defined cell types
title_sort morphological diversity of single neurons in molecularly defined cell types
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8494643/
https://www.ncbi.nlm.nih.gov/pubmed/34616072
http://dx.doi.org/10.1038/s41586-021-03941-1
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