Article
Author: Inoue, Gyo ; Parrish, Nicholas ; Hayashizaki, Yoshihide ; Suzuki, Akari ; Takegami, Yujiro ; Kawaoka, Shinpei ; Yamaguchi, Itaru ; Kojima, Shohei ; Takaori-Kondo, Akifumi ; Komatsu, Shuichiro ; Pagani, Massimiliano ; Yoshino, Soichiro ; Sano, Hiromi ; Yoshitomi, Hiroyuki ; Bonnal, Raoul Jean Pierre ; Ishikawa, Yuki ; Tomizuka, Kohei ; Endo, Itaru ; Nakano, Masahiro ; Murakawa, Yasuhiro ; Kere, Juha ; Guerrini, Matteo ; Konishi, Riyo ; Carninci, Piero ; Yanagita, Motoko ; Tanaka, Nao ; Oguchi, Akiko ; Hatano, Hiroaki ; Sekito, Sho ; Kono, Michihiro ; Hirai, Tomoya ; Bhagat, Shruti ; Ueno, Hideki ; Takeuchi, Kazuhiro ; Hirabayashi, Shigeki ; Takeda, Shunichi ; Son, Raku ; Ishigaki, Kazuyoshi ; Myouzen, Keiko ; Yamamoto, Kazuhiko ; Kawaji, Hideya ; Inoue, Takahiro ; Koido, Masaru ; Kanemaru, Ai ; Terao, Chikashi
Transcribed enhancer maps can reveal nuclear interactions underpinning each cell type and connect specific cell types to diseases. Using a 5′ single-cell RNA sequencing approach, we defined transcription start sites of enhancer RNAs and other classes of coding and noncoding RNAs in human CD4
+
T cells, revealing cellular heterogeneity and differentiation trajectories. Integration of these datasets with single-cell chromatin profiles showed that active enhancers with bidirectional RNA transcription are highly cell type–specific and that disease heritability is strongly enriched in these enhancers. The resulting cell type–resolved multimodal atlas of bidirectionally transcribed enhancers, which we linked with promoters using fine-scale chromatin contact maps, enabled us to systematically interpret genetic variants associated with a range of immune-mediated diseases.