Nature CommunicationsGenomicsPeer-reviewed journal article
Cis-regulatory architecture of human ESC-derived hypothalamic neuron differentiation aids in variant-to-gene mapping of relevant common complex traits
Matthew C. PahliD, Claudia A. DoegeiD, Kenyaita M. Hodge, Sheridan H. LittletoniD, Michelle E. Leonard, Sumei LuiD, Rick Rausch, James A. PippiniD, Maria Caterina De Rosa, Alisha Basak, Jonathan P. Bradfield, Reza K. HammondiD, Keith D. BoehmiD, Robert I. BerkowitziD, Chiara LasconiiD, Chun SuiD, Alessandra ChesiiD, Matthew E. JohnsoniD, Andrew D. WellsiD, Benjamin F. VoightiD, Rudolph L. LeibeliD, Diana L. CousmineriD, Struan F.A. GrantiD
- Citations
- 46
- FWCI
- 2.20
- Field percentile
- top 10%
Abstract
SummaryThe hypothalamus regulates metabolic homeostasis by influencing behavior, energy utilization and endocrine systems. Given its role governing health-relevant traits, such as body weight and reproductive timing, understanding the genetic regulation of hypothalamic development and function should yield insights into these traits and diseases. However, given its inaccessibility, studying human hypothalamic gene regulation has proven challenging. To address this gap, we generated a chromatin architecture atlas of an established embryonic stem cell (ESC)-derived hypothalamic-like neuron (HN) model across three stages of in vitro differentiation. We profiled accessible chromatin and identified physically interacting contacts between gene promoters and their putative cis-regulatory elements (cREs) to characterize changes in the gene regulatory landscape during hypothalamic differentiation. Next, we integrated these data with GWAS loci for multiple traits and diseases enriched for heritability in these cells, identifying candidate effector genes and cREs impacting transcription factor binding. Our results reveal common target genes for these traits, potentially identifying core hypothalamic developmental pathways. Our atlas will enable future efforts to determine precise mechanisms underlying hypothalamic development with respect to specific disease pathogenesis.Competing Interest StatementThe authors have declared no competing interest.View Full Text
- organism: human
- assay: ChIP-seq
- research focus: gene regulatory network inference
- research focus: GWAS / association mapping
- approach: statistical model
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Decoding gene regulatory networks controlling hypothalamic and prethalamic development.
Dong Won Kim, Leighton H. Duncan, … Seth Blackshaw·Cell ReportsPeer-reviewed·Jun 1, 2025
- Human HYPOMAP: A comprehensive spatio-cellular map of the human hypothalamus
John A. Tadross, Lukas Steuernagel, … Giles S.H. Yeo·bioRxiv·Sep 15, 2023
- Cascade Diversification Directs the Generation of Neuronal Diversity in Hypothalamus
Yu-Hong Zhang, Mingrui Xu, … Qingfeng Wu·Cell stem cellPeer-reviewed·Apr 21, 2021
- Scalable Hypothalamic Arcuate Neuron Differentiation from Human Pluripotent Stem Cells Suitable for Modeling Metabolic and Reproductive Disorders
Vukasin M. Jovanovic, Narisu Narisu, … Carlos A. Tristan·Stem Cell ReportsPeer-reviewed·Jun 11, 2026
- Integrative single-cell characterization of hypothalamus sex-differential and obesity-associated genes and regulatory elements
Hai P. Nguyen, Candace S. Y. Chan, … Nadav Ahituv·bioRxiv·Nov 6, 2022
- Single-cell analysis of early chick hypothalamic development reveals that hypothalamic cells are induced from prethalamic-like progenitors.
Dong Won Kim, Elsie Place, … Seth Blackshaw·Cell ReportsPeer-reviewed·Jan 1, 2022