Droplet-based high-throughput 3D genome structure mapping of single cells with simultaneous transcriptomics

Abstract Single-cell three-dimensional (3D) genome techniques have advanced our understanding of cell-type-specific chromatin structures in complex tissues, yet current methodologies are limited in cell throughput. Here we introduce a high-throughput single-cell Hi-C (dscHi-C) approach and its trans...

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Main Authors: Honggui Wu, Maoxu Wang, Yinghui Zheng, X. Sunney Xie
Format: Article
Language:English
Published: Nature Publishing Group 2025-01-01
Series:Cell Discovery
Online Access:https://doi.org/10.1038/s41421-025-00770-8
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author Honggui Wu
Maoxu Wang
Yinghui Zheng
X. Sunney Xie
author_facet Honggui Wu
Maoxu Wang
Yinghui Zheng
X. Sunney Xie
author_sort Honggui Wu
collection DOAJ
description Abstract Single-cell three-dimensional (3D) genome techniques have advanced our understanding of cell-type-specific chromatin structures in complex tissues, yet current methodologies are limited in cell throughput. Here we introduce a high-throughput single-cell Hi-C (dscHi-C) approach and its transcriptome co-assay (dscHi-C-multiome) using droplet microfluidics. Using dscHi-C, we investigate chromatin structural changes during mouse brain aging by profiling 32,777 single cells across three developmental stages (3 months, 12 months, and 23 months), yielding a median of 78,220 unique contacts. Our results show that genes with significant structural changes are enriched in pathways related to metabolic process and morphology change in neurons, and innate immune response in glial cells, highlighting the role of 3D genome organization in physiological brain aging. Furthermore, our multi-omics joint assay, dscHi-C-multiome, enables precise cell type identification in the adult mouse brain and uncovers the intricate relationship between genome architecture and gene expression. Collectively, we developed the sensitive, high-throughput dscHi-C and its multi-omics derivative, dscHi-C-multiome, demonstrating their potential for large-scale cell atlas studies in development and disease.
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spelling doaj-art-b355ffe10a354d66ae6ea9b4949816b72025-01-26T12:15:03ZengNature Publishing GroupCell Discovery2056-59682025-01-0111111310.1038/s41421-025-00770-8Droplet-based high-throughput 3D genome structure mapping of single cells with simultaneous transcriptomicsHonggui Wu0Maoxu Wang1Yinghui Zheng2X. Sunney Xie3Biomedical Pioneering Innovation Center (BIOPIC), and School of Life Sciences, Peking UniversityBiomedical Pioneering Innovation Center (BIOPIC), and School of Life Sciences, Peking UniversityBiomedical Pioneering Innovation Center (BIOPIC), and School of Life Sciences, Peking UniversityBiomedical Pioneering Innovation Center (BIOPIC), and School of Life Sciences, Peking UniversityAbstract Single-cell three-dimensional (3D) genome techniques have advanced our understanding of cell-type-specific chromatin structures in complex tissues, yet current methodologies are limited in cell throughput. Here we introduce a high-throughput single-cell Hi-C (dscHi-C) approach and its transcriptome co-assay (dscHi-C-multiome) using droplet microfluidics. Using dscHi-C, we investigate chromatin structural changes during mouse brain aging by profiling 32,777 single cells across three developmental stages (3 months, 12 months, and 23 months), yielding a median of 78,220 unique contacts. Our results show that genes with significant structural changes are enriched in pathways related to metabolic process and morphology change in neurons, and innate immune response in glial cells, highlighting the role of 3D genome organization in physiological brain aging. Furthermore, our multi-omics joint assay, dscHi-C-multiome, enables precise cell type identification in the adult mouse brain and uncovers the intricate relationship between genome architecture and gene expression. Collectively, we developed the sensitive, high-throughput dscHi-C and its multi-omics derivative, dscHi-C-multiome, demonstrating their potential for large-scale cell atlas studies in development and disease.https://doi.org/10.1038/s41421-025-00770-8
spellingShingle Honggui Wu
Maoxu Wang
Yinghui Zheng
X. Sunney Xie
Droplet-based high-throughput 3D genome structure mapping of single cells with simultaneous transcriptomics
Cell Discovery
title Droplet-based high-throughput 3D genome structure mapping of single cells with simultaneous transcriptomics
title_full Droplet-based high-throughput 3D genome structure mapping of single cells with simultaneous transcriptomics
title_fullStr Droplet-based high-throughput 3D genome structure mapping of single cells with simultaneous transcriptomics
title_full_unstemmed Droplet-based high-throughput 3D genome structure mapping of single cells with simultaneous transcriptomics
title_short Droplet-based high-throughput 3D genome structure mapping of single cells with simultaneous transcriptomics
title_sort droplet based high throughput 3d genome structure mapping of single cells with simultaneous transcriptomics
url https://doi.org/10.1038/s41421-025-00770-8
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AT yinghuizheng dropletbasedhighthroughput3dgenomestructuremappingofsinglecellswithsimultaneoustranscriptomics
AT xsunneyxie dropletbasedhighthroughput3dgenomestructuremappingofsinglecellswithsimultaneoustranscriptomics