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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...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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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. |
format | Online Article Text |
id | pubmed-8494643 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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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