A single-cell atlas of transcribed cis-regulatory elements in the human genome
Transcribed cis-regulatory elements (tCREs), such as promoters and enhancers, are fundamental to modulate gene expression and define cell identity. The detailed mapping of tCREs at single-cell resolution is essential for understanding the regulatory mechanisms that govern cellular functions. Prior t...
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Published in | bioRxiv |
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Main Authors | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Cold Spring Harbor
Cold Spring Harbor Laboratory Press
14.11.2023
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Abstract | Transcribed cis-regulatory elements (tCREs), such as promoters and enhancers, are fundamental to modulate gene expression and define cell identity. The detailed mapping of tCREs at single-cell resolution is essential for understanding the regulatory mechanisms that govern cellular functions. Prior tCRE catalogs, limited by bulk analysis, have often overlooked cellular heterogeneity. We have constructed a tCRE atlas using single-cell 5-RNA-seq, capturing over 340,000 single-cells from 23 human tissues and annotating more than 175,000 tCREs, substantially enhancing the scope and granularity of existing cis-regulatory element annotations in the human genome. This atlas unveils patterns of gene regulation, revealing connections between broadly expressed promoters and cell type-specific distal tCREs. Assessing trait heritability at single-cell resolution with a novel tCRE module-based approach, we uncovered the nuanced trait-gene regulatory relationships across a continuum of cell populations, offering insights beyond traditional gene-level and bulk-sample analyses. Our study bridges the gap between gene regulation and trait heritability, underscoring the potential of single-cell analysis to elucidate the genetic foundations of complex traits. These insights set the stage for future research to investigate the impact of genetic variations on diseases at the individual level, advancing the understanding of cellular and molecular basis of trait heritability.Competing Interest StatementThe authors have declared no competing interest.Footnotes* https://doi.org/10.6084/m9.figshare.c.6926944 |
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AbstractList | Transcribed cis-regulatory elements (tCREs), such as promoters and enhancers, are fundamental to modulate gene expression and define cell identity. The detailed mapping of tCREs at single-cell resolution is essential for understanding the regulatory mechanisms that govern cellular functions. Prior tCRE catalogs, limited by bulk analysis, have often overlooked cellular heterogeneity. We have constructed a tCRE atlas using single-cell 5-RNA-seq, capturing over 340,000 single-cells from 23 human tissues and annotating more than 175,000 tCREs, substantially enhancing the scope and granularity of existing cis-regulatory element annotations in the human genome. This atlas unveils patterns of gene regulation, revealing connections between broadly expressed promoters and cell type-specific distal tCREs. Assessing trait heritability at single-cell resolution with a novel tCRE module-based approach, we uncovered the nuanced trait-gene regulatory relationships across a continuum of cell populations, offering insights beyond traditional gene-level and bulk-sample analyses. Our study bridges the gap between gene regulation and trait heritability, underscoring the potential of single-cell analysis to elucidate the genetic foundations of complex traits. These insights set the stage for future research to investigate the impact of genetic variations on diseases at the individual level, advancing the understanding of cellular and molecular basis of trait heritability.Competing Interest StatementThe authors have declared no competing interest.Footnotes* https://doi.org/10.6084/m9.figshare.c.6926944 |
Author | Seyama, Kuniaki Handa, Mika Carninci, Piero Terao, Chikashi Yamamoto, Kazuhiko Fukushima-Nomura, Ayano Nakajima, Jun Yoshinaga, Satoshi Sujino, Tomohisa Shin, Jay W Morimoto, Satoru Masaki Takao Akiyama, Nobuko Takiuchi, Tsuyoshi Hirata, Tomoko Kojima, Miki Hino, Kazunori Okazaki, Yasushi Kimura, Toshihiro Hasegawa, Akira Kawasaki, Hiroshi Nagaoka, Atsuko Akiyama, Taishin Sakai, Hiroshi Chung-Chau, Hon Suzuki, Akari Takeshita, Masaru Takahashi, Hayato Yip, Chi Wai Shibayama, Youtaro Kunii, Yasuto Amagai, Masayuki Noma, Shohei Leon, Julio Ando, Yoshinari Kouno, Tsukasa Okano, Hideyuki Tagami, Michihira Kinoshita, Tomofumi Ozaki, Kokoro Miyai, Tomohiro Saeki, Noritaka Jen-Chien, Chang Lopez-Redondo, Fernando Manabe, Ri-Ichiroh Koya, Ikuko Kubo, Ken-Ichiro Hino, Mizuki Imai, Yuuki Takeya Kasukawa Inoue, Kazunori Moody, Jonathan |
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Title | A single-cell atlas of transcribed cis-regulatory elements in the human genome |
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