Single-cell chromatin accessibility profiling reveals regulatory mechanisms and evolution in pig brains

Abstract Background Pig brains serve as a valuable biomedical model for studying brain-related diseases due to their significant structural similarities to the human brain. Furthermore, the long-term domestication and artificial selection of domestic pigs have profoundly shaped their brains, making...

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Published in:BMC Biology
Main Authors: Yue Xiang, Saixian Zhang, Yi Huang, Zhuqing Zheng, Jiahui Sun, Qiulin Zhao, Peng Zhou, Xiaolong Qi, Jingjin Li, Fuyang Xiong, Jing Xu, Shengquan Wang, Liangliang Fu, Xinyun Li
Format: Article
Language:English
Published: BMC 2025-06-01
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Online Access:https://doi.org/10.1186/s12915-025-02263-2
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author Yue Xiang
Saixian Zhang
Yi Huang
Zhuqing Zheng
Jiahui Sun
Qiulin Zhao
Peng Zhou
Xiaolong Qi
Jingjin Li
Fuyang Xiong
Jing Xu
Shengquan Wang
Liangliang Fu
Xinyun Li
author_facet Yue Xiang
Saixian Zhang
Yi Huang
Zhuqing Zheng
Jiahui Sun
Qiulin Zhao
Peng Zhou
Xiaolong Qi
Jingjin Li
Fuyang Xiong
Jing Xu
Shengquan Wang
Liangliang Fu
Xinyun Li
author_sort Yue Xiang
collection DOAJ
container_title BMC Biology
description Abstract Background Pig brains serve as a valuable biomedical model for studying brain-related diseases due to their significant structural similarities to the human brain. Furthermore, the long-term domestication and artificial selection of domestic pigs have profoundly shaped their brains, making them an interesting subject for research. However, a comprehensive understanding of the regulatory mechanisms governing pig brain function and their impact on various phenotypes remains elusive due to the high degree of cellular heterogeneity present in the brain. Results In this study, we profiled 71,798 cells from domestic pig and wild boar cerebral cortex and cerebellum, identifying nine cell types, and integrated single-cell RNA sequencing data to explore cell type-specific regulatory landscapes and oligodendrocyte developmental trajectory. Furthermore, comparative analysis of each cell type between domestic pigs and wild boars indicated that oligodendrocyte progenitor cells may potentially exhibit a faster evolutionary rate. Finally, cross-species analysis suggested that, compared to humans, the proportion of sequence-conserved and functionally conserved regulatory elements in each cell type appears to be higher in pigs than in mice. Studies on the enrichment of genetic variants associated with 15 human diseases and complex traits in conserved regulatory elements across cell types indicated that immune-related diseases were more enriched in pigs, whereas neurological diseases were somewhat more enriched in mice. However, the enrichment of Alzheimer’s disease-associated variants in pigs but not in mice suggests that pigs could be a more suitable model for this condition. Conclusions Our research offers preliminary insights into the heterogeneity of pig brains and suggests the potential underlying regulatory mechanisms. Additionally, we explore the possible impact of nervous system differences on phenotypic changes, which could lay the groundwork for further biomedical studies.
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spelling doaj-art-e95fec3afc8b45bdb7adfdbdb625bd522025-08-20T03:45:32ZengBMCBMC Biology1741-70072025-06-0123111510.1186/s12915-025-02263-2Single-cell chromatin accessibility profiling reveals regulatory mechanisms and evolution in pig brainsYue Xiang0Saixian Zhang1Yi Huang2Zhuqing Zheng3Jiahui Sun4Qiulin Zhao5Peng Zhou6Xiaolong Qi7Jingjin Li8Fuyang Xiong9Jing Xu10Shengquan Wang11Liangliang Fu12Xinyun Li13Key Laboratory of Agricultural Animal Genetics, Breeding and Reproduction of Ministry of Education & Key Lab of Swine Genetics and Breeding of Ministry of Agriculture and Rural Affairs, Huazhong Agricultural UniversityKey Laboratory of Agricultural Animal Genetics, Breeding and Reproduction of Ministry of Education & Key Lab of Swine Genetics and Breeding of Ministry of Agriculture and Rural Affairs, Huazhong Agricultural UniversityKey Laboratory of Agricultural Animal Genetics, Breeding and Reproduction of Ministry of Education & Key Lab of Swine Genetics and Breeding of Ministry of Agriculture and Rural Affairs, Huazhong Agricultural UniversityInstitute of Agricultural Biotechnology, Jingchu University of TechnologyKey Laboratory of Agricultural Animal Genetics, Breeding and Reproduction of Ministry of Education & Key Lab of Swine Genetics and Breeding of Ministry of Agriculture and Rural Affairs, Huazhong Agricultural UniversityKey Laboratory of Agricultural Animal Genetics, Breeding and Reproduction of Ministry of Education & Key Lab of Swine Genetics and Breeding of Ministry of Agriculture and Rural Affairs, Huazhong Agricultural UniversityKey Laboratory of Agricultural Animal Genetics, Breeding and Reproduction of Ministry of Education & Key Lab of Swine Genetics and Breeding of Ministry of Agriculture and Rural Affairs, Huazhong Agricultural UniversityYazhouwan National LaboratoryKey Laboratory of Agricultural Animal Genetics, Breeding and Reproduction of Ministry of Education & Key Lab of Swine Genetics and Breeding of Ministry of Agriculture and Rural Affairs, Huazhong Agricultural UniversityKey Laboratory of Agricultural Animal Genetics, Breeding and Reproduction of Ministry of Education & Key Lab of Swine Genetics and Breeding of Ministry of Agriculture and Rural Affairs, Huazhong Agricultural UniversityKey Laboratory of Agricultural Animal Genetics, Breeding and Reproduction of Ministry of Education & Key Lab of Swine Genetics and Breeding of Ministry of Agriculture and Rural Affairs, Huazhong Agricultural UniversityKey Laboratory of Agricultural Animal Genetics, Breeding and Reproduction of Ministry of Education & Key Lab of Swine Genetics and Breeding of Ministry of Agriculture and Rural Affairs, Huazhong Agricultural UniversityKey Laboratory of Agricultural Animal Genetics, Breeding and Reproduction of Ministry of Education & Key Lab of Swine Genetics and Breeding of Ministry of Agriculture and Rural Affairs, Huazhong Agricultural UniversityKey Laboratory of Agricultural Animal Genetics, Breeding and Reproduction of Ministry of Education & Key Lab of Swine Genetics and Breeding of Ministry of Agriculture and Rural Affairs, Huazhong Agricultural UniversityAbstract Background Pig brains serve as a valuable biomedical model for studying brain-related diseases due to their significant structural similarities to the human brain. Furthermore, the long-term domestication and artificial selection of domestic pigs have profoundly shaped their brains, making them an interesting subject for research. However, a comprehensive understanding of the regulatory mechanisms governing pig brain function and their impact on various phenotypes remains elusive due to the high degree of cellular heterogeneity present in the brain. Results In this study, we profiled 71,798 cells from domestic pig and wild boar cerebral cortex and cerebellum, identifying nine cell types, and integrated single-cell RNA sequencing data to explore cell type-specific regulatory landscapes and oligodendrocyte developmental trajectory. Furthermore, comparative analysis of each cell type between domestic pigs and wild boars indicated that oligodendrocyte progenitor cells may potentially exhibit a faster evolutionary rate. Finally, cross-species analysis suggested that, compared to humans, the proportion of sequence-conserved and functionally conserved regulatory elements in each cell type appears to be higher in pigs than in mice. Studies on the enrichment of genetic variants associated with 15 human diseases and complex traits in conserved regulatory elements across cell types indicated that immune-related diseases were more enriched in pigs, whereas neurological diseases were somewhat more enriched in mice. However, the enrichment of Alzheimer’s disease-associated variants in pigs but not in mice suggests that pigs could be a more suitable model for this condition. Conclusions Our research offers preliminary insights into the heterogeneity of pig brains and suggests the potential underlying regulatory mechanisms. Additionally, we explore the possible impact of nervous system differences on phenotypic changes, which could lay the groundwork for further biomedical studies.https://doi.org/10.1186/s12915-025-02263-2PigsBrainScATAC-seqCis-regulatory elementsBiomedical models
spellingShingle Yue Xiang
Saixian Zhang
Yi Huang
Zhuqing Zheng
Jiahui Sun
Qiulin Zhao
Peng Zhou
Xiaolong Qi
Jingjin Li
Fuyang Xiong
Jing Xu
Shengquan Wang
Liangliang Fu
Xinyun Li
Single-cell chromatin accessibility profiling reveals regulatory mechanisms and evolution in pig brains
Pigs
Brain
ScATAC-seq
Cis-regulatory elements
Biomedical models
title Single-cell chromatin accessibility profiling reveals regulatory mechanisms and evolution in pig brains
title_full Single-cell chromatin accessibility profiling reveals regulatory mechanisms and evolution in pig brains
title_fullStr Single-cell chromatin accessibility profiling reveals regulatory mechanisms and evolution in pig brains
title_full_unstemmed Single-cell chromatin accessibility profiling reveals regulatory mechanisms and evolution in pig brains
title_short Single-cell chromatin accessibility profiling reveals regulatory mechanisms and evolution in pig brains
title_sort single cell chromatin accessibility profiling reveals regulatory mechanisms and evolution in pig brains
topic Pigs
Brain
ScATAC-seq
Cis-regulatory elements
Biomedical models
url https://doi.org/10.1186/s12915-025-02263-2
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