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Cis-regulatory architecture of human ESC-derived hypothalamic neuron differentiation aids in variant-to-gene mapping of relevant complex traits

Author

Listed:
  • Matthew C. Pahl

    (Center for Spatial and Functional Genomics, Children’s Hospital of Philadelphia)

  • Claudia A. Doege

    (Columbia University Vagelos College of Physicians and Surgeons)

  • Kenyaita M. Hodge

    (Center for Spatial and Functional Genomics, Children’s Hospital of Philadelphia)

  • Sheridan H. Littleton

    (Center for Spatial and Functional Genomics, Children’s Hospital of Philadelphia)

  • Michelle E. Leonard

    (Center for Spatial and Functional Genomics, Children’s Hospital of Philadelphia)

  • Sumei Lu

    (Center for Spatial and Functional Genomics, Children’s Hospital of Philadelphia)

  • Rick Rausch

    (Columbia University, Vagelos College of Physicians and Surgeons)

  • James A. Pippin

    (Center for Spatial and Functional Genomics, Children’s Hospital of Philadelphia)

  • Maria Caterina Rosa

    (Columbia University, Vagelos College of Physicians and Surgeons)

  • Alisha Basak

    (Columbia University, Vagelos College of Physicians and Surgeons)

  • Jonathan P. Bradfield

    (Center for Spatial and Functional Genomics, Children’s Hospital of Philadelphia)

  • Reza K. Hammond

    (Center for Spatial and Functional Genomics, Children’s Hospital of Philadelphia)

  • Keith Boehm

    (Center for Spatial and Functional Genomics, Children’s Hospital of Philadelphia)

  • Robert I. Berkowitz

    (The University of Pennsylvania Perelman School of Medicine)

  • Chiara Lasconi

    (Center for Spatial and Functional Genomics, Children’s Hospital of Philadelphia
    Division of Human Genetics, Children’s Hospital of Philadelphia)

  • Chun Su

    (Center for Spatial and Functional Genomics, Children’s Hospital of Philadelphia)

  • Alessandra Chesi

    (Center for Spatial and Functional Genomics, Children’s Hospital of Philadelphia
    Division of Human Genetics, Children’s Hospital of Philadelphia)

  • Matthew E. Johnson

    (Center for Spatial and Functional Genomics, Children’s Hospital of Philadelphia)

  • Andrew D. Wells

    (Center for Spatial and Functional Genomics, Children’s Hospital of Philadelphia
    University of Pennsylvania
    Children’s Hospital of Philadelphia)

  • Benjamin F. Voight

    (University of Pennsylvania
    University of Pennsylvania)

  • Rudolph L. Leibel

    (Division of Molecular Genetics (Pediatrics) and the Naomi Berrie Diabetes Center, Columbia University Vagelos College of Physicians and Surgeons)

  • Diana L. Cousminer

    (Center for Spatial and Functional Genomics, Children’s Hospital of Philadelphia
    Division of Human Genetics, Children’s Hospital of Philadelphia
    University of Pennsylvania
    GSK, Human Genetics and Computational Biology)

  • Struan F. A. Grant

    (Center for Spatial and Functional Genomics, Children’s Hospital of Philadelphia
    The University of Pennsylvania Perelman School of Medicine
    Division of Human Genetics, Children’s Hospital of Philadelphia
    University of Pennsylvania)

Abstract

The hypothalamus regulates metabolic homeostasis by influencing behavior and endocrine systems. Given its role governing key traits, such as body weight and reproductive timing, understanding the genetic regulation of hypothalamic development and function could yield insights into disease pathogenesis. However, given its inaccessibility, studying human hypothalamic gene regulation has proven challenging. To address this gap, we generate a high-resolution chromatin architecture atlas of an established embryonic stem cell derived hypothalamic-like neuron model across three stages of in vitro differentiation. We profile accessible chromatin and identify physical contacts between gene promoters and putative cis-regulatory elements to characterize global regulatory landscape changes during hypothalamic differentiation. Next, we integrate these data with GWAS loci for various complex traits, identifying multiple candidate effector genes. Our results reveal common target genes for these traits, potentially affecting core developmental pathways. Our atlas will enable future efforts to determine hypothalamic mechanisms influencing disease susceptibility.

Suggested Citation

  • Matthew C. Pahl & Claudia A. Doege & Kenyaita M. Hodge & Sheridan H. Littleton & Michelle E. Leonard & Sumei Lu & Rick Rausch & James A. Pippin & Maria Caterina Rosa & Alisha Basak & Jonathan P. Bradf, 2021. "Cis-regulatory architecture of human ESC-derived hypothalamic neuron differentiation aids in variant-to-gene mapping of relevant complex traits," Nature Communications, Nature, vol. 12(1), pages 1-12, December.
  • Handle: RePEc:nat:natcom:v:12:y:2021:i:1:d:10.1038_s41467-021-27001-4
    DOI: 10.1038/s41467-021-27001-4
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    as
    1. Hassan S. Dashti & Samuel E. Jones & Andrew R. Wood & Jacqueline M. Lane & Vincent T. Hees & Heming Wang & Jessica A. Rhodes & Yanwei Song & Krunal Patel & Simon G. Anderson & Robin N. Beaumont & Davi, 2019. "Genome-wide association study identifies genetic loci for self-reported habitual sleep duration supported by accelerometer-derived estimates," Nature Communications, Nature, vol. 10(1), pages 1-12, December.
    2. Samuel E. Jones & Jacqueline M. Lane & Andrew R. Wood & Vincent T. Hees & Jessica Tyrrell & Robin N. Beaumont & Aaron R. Jeffries & Hassan S. Dashti & Melvyn Hillsdon & Katherine S. Ruth & Marcus A. T, 2019. "Genome-wide association analyses of chronotype in 697,828 individuals provides insights into circadian rhythms," Nature Communications, Nature, vol. 10(1), pages 1-11, December.
    3. Claudia Giambartolomei & Damjan Vukcevic & Eric E Schadt & Lude Franke & Aroon D Hingorani & Chris Wallace & Vincent Plagnol, 2014. "Bayesian Test for Colocalisation between Pairs of Genetic Association Studies Using Summary Statistics," PLOS Genetics, Public Library of Science, vol. 10(5), pages 1-15, May.
    4. Roman A. Romanov & Evgenii O. Tretiakov & Maria Eleni Kastriti & Maja Zupancic & Martin Häring & Solomiia Korchynska & Konstantin Popadin & Marco Benevento & Patrick Rebernik & Francois Lallemend & Ka, 2020. "Molecular design of hypothalamus development," Nature, Nature, vol. 582(7811), pages 246-252, June.
    5. Christian Huisman & Hyeyoung Cho & Olivier Brock & Su Jeong Lim & Sung Min Youn & Younjung Park & Sangsoo Kim & Soo-Kyung Lee & Alessio Delogu & Jae W. Lee, 2019. "Single cell transcriptome analysis of developing arcuate nucleus neurons uncovers their key developmental regulators," Nature Communications, Nature, vol. 10(1), pages 1-12, December.
    6. Samuel E. Jones & Vincent T. Hees & Diego R. Mazzotti & Pedro Marques-Vidal & Séverine Sabia & Ashley Spek & Hassan S. Dashti & Jorgen Engmann & Desana Kocevska & Jessica Tyrrell & Robin N. Beaumont &, 2019. "Genetic studies of accelerometer-based sleep measures yield new insights into human sleep behaviour," Nature Communications, Nature, vol. 10(1), pages 1-12, December.
    7. Aparna Bhaduri & Madeline G. Andrews & Walter Mancia Leon & Diane Jung & David Shin & Denise Allen & Dana Jung & Galina Schmunk & Maximilian Haeussler & Jahan Salma & Alex A. Pollen & Tomasz J. Nowako, 2020. "Cell stress in cortical organoids impairs molecular subtype specification," Nature, Nature, vol. 578(7793), pages 142-148, February.
    8. Alessandra Chesi & Yadav Wagley & Matthew E. Johnson & Elisabetta Manduchi & Chun Su & Sumei Lu & Michelle E. Leonard & Kenyaita M. Hodge & James A. Pippin & Kurt D. Hankenson & Andrew D. Wells & Stru, 2019. "Genome-scale Capture C promoter interactions implicate effector genes at GWAS loci for bone mineral density," Nature Communications, Nature, vol. 10(1), pages 1-11, December.
    9. Xin Zhou & Suijuan Zhong & Honghai Peng & Jing Liu & Wenyu Ding & Le Sun & Qiang Ma & Zeyuan Liu & Ruiguo Chen & Qian Wu & Xiaoqun Wang, 2020. "Cellular and molecular properties of neural progenitors in the developing mammalian hypothalamus," Nature Communications, Nature, vol. 11(1), pages 1-16, December.
    10. Scott Smemo & Juan J. Tena & Kyoung-Han Kim & Eric R. Gamazon & Noboru J. Sakabe & Carlos Gómez-Marín & Ivy Aneas & Flavia L. Credidio & Débora R. Sobreira & Nora F. Wasserman & Ju Hee Lee & Vijitha P, 2014. "Obesity-associated variants within FTO form long-range functional connections with IRX3," Nature, Nature, vol. 507(7492), pages 371-375, March.
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