Literature DB >> 35817986

Systematic discovery and perturbation of regulatory genes in human T cells reveals the architecture of immune networks.

Jacob W Freimer1,2,3, Oren Shaked3,4, Sahin Naqvi1,5, Nasa Sinnott-Armstrong1, Arwa Kathiria1, Christian M Garrido2, Amy F Chen1, Jessica T Cortez3, William J Greenleaf1,6,7, Jonathan K Pritchard8,9, Alexander Marson10,11,12,13,14,15,16,17,18.   

Abstract

Gene regulatory networks ensure that important genes are expressed at precise levels. When gene expression is sufficiently perturbed, it can lead to disease. To understand how gene expression disruptions percolate through a network, we must first map connections between regulatory genes and their downstream targets. However, we lack comprehensive knowledge of the upstream regulators of most genes. Here, we developed an approach for systematic discovery of upstream regulators of critical immune factors-IL2RA, IL-2 and CTLA4-in primary human T cells. Then, we mapped the network of the target genes of these regulators and putative cis-regulatory elements using CRISPR perturbations, RNA-seq and ATAC-seq. These regulators form densely interconnected networks with extensive feedback loops. Furthermore, this network is enriched for immune-associated disease variants and genes. These results provide insight into how immune-associated disease genes are regulated in T cells and broader principles about the structure of human gene regulatory networks.
© 2022. The Author(s), under exclusive licence to Springer Nature America, Inc.

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Year:  2022        PMID: 35817986     DOI: 10.1038/s41588-022-01106-y

Source DB:  PubMed          Journal:  Nat Genet        ISSN: 1061-4036            Impact factor:   41.307


  79 in total

Review 1.  The Post-GWAS Era: From Association to Function.

Authors:  Michael D Gallagher; Alice S Chen-Plotkin
Journal:  Am J Hum Genet       Date:  2018-05-03       Impact factor: 11.025

2.  Trans Effects on Gene Expression Can Drive Omnigenic Inheritance.

Authors:  Xuanyao Liu; Yang I Li; Jonathan K Pritchard
Journal:  Cell       Date:  2019-05-02       Impact factor: 41.582

3.  FTO Obesity Variant Circuitry and Adipocyte Browning in Humans.

Authors:  Melina Claussnitzer; Simon N Dankel; Kyoung-Han Kim; Gerald Quon; Wouter Meuleman; Christine Haugen; Viktoria Glunk; Isabel S Sousa; Jacqueline L Beaudry; Vijitha Puviindran; Nezar A Abdennur; Jannel Liu; Per-Arne Svensson; Yi-Hsiang Hsu; Daniel J Drucker; Gunnar Mellgren; Chi-Chung Hui; Hans Hauner; Manolis Kellis
Journal:  N Engl J Med       Date:  2015-08-19       Impact factor: 91.245

4.  Generation of knock-in primary human T cells using Cas9 ribonucleoproteins.

Authors:  Kathrin Schumann; Steven Lin; Eric Boyer; Dimitre R Simeonov; Meena Subramaniam; Rachel E Gate; Genevieve E Haliburton; Chun J Ye; Jeffrey A Bluestone; Jennifer A Doudna; Alexander Marson
Journal:  Proc Natl Acad Sci U S A       Date:  2015-07-27       Impact factor: 11.205

5.  Leveraging models of cell regulation and GWAS data in integrative network-based association studies.

Authors:  Andrea Califano; Atul J Butte; Stephen Friend; Trey Ideker; Eric Schadt
Journal:  Nat Genet       Date:  2012-07-27       Impact factor: 38.330

6.  The NHGRI-EBI GWAS Catalog of published genome-wide association studies, targeted arrays and summary statistics 2019.

Authors:  Annalisa Buniello; Jacqueline A L MacArthur; Maria Cerezo; Laura W Harris; James Hayhurst; Cinzia Malangone; Aoife McMahon; Joannella Morales; Edward Mountjoy; Elliot Sollis; Daniel Suveges; Olga Vrousgou; Patricia L Whetzel; Ridwan Amode; Jose A Guillen; Harpreet S Riat; Stephen J Trevanion; Peggy Hall; Heather Junkins; Paul Flicek; Tony Burdett; Lucia A Hindorff; Fiona Cunningham; Helen Parkinson
Journal:  Nucleic Acids Res       Date:  2019-01-08       Impact factor: 16.971

7.  Systematic identification of trans eQTLs as putative drivers of known disease associations.

Authors:  Harm-Jan Westra; Marjolein J Peters; Tõnu Esko; Hanieh Yaghootkar; Claudia Schurmann; Johannes Kettunen; Mark W Christiansen; Bruce M Psaty; Samuli Ripatti; Alexander Teumer; Timothy M Frayling; Andres Metspalu; Joyce B J van Meurs; Lude Franke; Benjamin P Fairfax; Katharina Schramm; Joseph E Powell; Alexandra Zhernakova; Daria V Zhernakova; Jan H Veldink; Leonard H Van den Berg; Juha Karjalainen; Sebo Withoff; André G Uitterlinden; Albert Hofman; Fernando Rivadeneira; Peter A C 't Hoen; Eva Reinmaa; Krista Fischer; Mari Nelis; Lili Milani; David Melzer; Luigi Ferrucci; Andrew B Singleton; Dena G Hernandez; Michael A Nalls; Georg Homuth; Matthias Nauck; Dörte Radke; Uwe Völker; Markus Perola; Veikko Salomaa; Jennifer Brody; Astrid Suchy-Dicey; Sina A Gharib; Daniel A Enquobahrie; Thomas Lumley; Grant W Montgomery; Seiko Makino; Holger Prokisch; Christian Herder; Michael Roden; Harald Grallert; Thomas Meitinger; Konstantin Strauch; Yang Li; Ritsert C Jansen; Peter M Visscher; Julian C Knight
Journal:  Nat Genet       Date:  2013-09-08       Impact factor: 38.330

8.  Obesity-associated variants within FTO form long-range functional connections with IRX3.

Authors:  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 Puviindran; Davis Tam; Michael Shen; Joe Eun Son; Niki Alizadeh Vakili; Hoon-Ki Sung; Silvia Naranjo; Rafael D Acemel; Miguel Manzanares; Andras Nagy; Nancy J Cox; Chi-Chung Hui; Jose Luis Gomez-Skarmeta; Marcelo A Nóbrega
Journal:  Nature       Date:  2014-03-12       Impact factor: 49.962

9.  Regulatory variants at KLF14 influence type 2 diabetes risk via a female-specific effect on adipocyte size and body composition.

Authors:  Kerrin S Small; Marijana Todorčević; Mete Civelek; Julia S El-Sayed Moustafa; Xiao Wang; Michelle M Simon; Juan Fernandez-Tajes; Anubha Mahajan; Momoko Horikoshi; Alison Hugill; Craig A Glastonbury; Lydia Quaye; Matt J Neville; Siddharth Sethi; Marianne Yon; Calvin Pan; Nam Che; Ana Viñuela; Pei-Chien Tsai; Abhishek Nag; Alfonso Buil; Gudmar Thorleifsson; Avanthi Raghavan; Qiurong Ding; Andrew P Morris; Jordana T Bell; Unnur Thorsteinsdottir; Kari Stefansson; Markku Laakso; Ingrid Dahlman; Peter Arner; Anna L Gloyn; Kiran Musunuru; Aldons J Lusis; Roger D Cox; Fredrik Karpe; Mark I McCarthy
Journal:  Nat Genet       Date:  2018-04-09       Impact factor: 38.330

10.  Large-scale cis- and trans-eQTL analyses identify thousands of genetic loci and polygenic scores that regulate blood gene expression.

Authors:  Urmo Võsa; Annique Claringbould; Harm-Jan Westra; Marc Jan Bonder; Patrick Deelen; Biao Zeng; Holger Kirsten; Ashis Saha; Roman Kreuzhuber; Seyhan Yazar; Harm Brugge; Roy Oelen; Dylan H de Vries; Monique G P van der Wijst; Silva Kasela; Natalia Pervjakova; Isabel Alves; Marie-Julie Favé; Mawussé Agbessi; Mark W Christiansen; Rick Jansen; Ilkka Seppälä; Lin Tong; Alexander Teumer; Katharina Schramm; Gibran Hemani; Joost Verlouw; Hanieh Yaghootkar; Reyhan Sönmez Flitman; Andrew Brown; Viktorija Kukushkina; Anette Kalnapenkis; Sina Rüeger; Eleonora Porcu; Jaanika Kronberg; Johannes Kettunen; Bernett Lee; Futao Zhang; Ting Qi; Jose Alquicira Hernandez; Wibowo Arindrarto; Frank Beutner; Julia Dmitrieva; Mahmoud Elansary; Benjamin P Fairfax; Michel Georges; Bastiaan T Heijmans; Alex W Hewitt; Mika Kähönen; Yungil Kim; Julian C Knight; Peter Kovacs; Knut Krohn; Shuang Li; Markus Loeffler; Urko M Marigorta; Hailang Mei; Yukihide Momozawa; Martina Müller-Nurasyid; Matthias Nauck; Michel G Nivard; Brenda W J H Penninx; Jonathan K Pritchard; Olli T Raitakari; Olaf Rotzschke; Eline P Slagboom; Coen D A Stehouwer; Michael Stumvoll; Patrick Sullivan; Peter A C 't Hoen; Joachim Thiery; Anke Tönjes; Jenny van Dongen; Maarten van Iterson; Jan H Veldink; Uwe Völker; Robert Warmerdam; Cisca Wijmenga; Morris Swertz; Anand Andiappan; Grant W Montgomery; Samuli Ripatti; Markus Perola; Zoltan Kutalik; Emmanouil Dermitzakis; Sven Bergmann; Timothy Frayling; Joyce van Meurs; Holger Prokisch; Habibul Ahsan; Brandon L Pierce; Terho Lehtimäki; Dorret I Boomsma; Bruce M Psaty; Sina A Gharib; Philip Awadalla; Lili Milani; Willem H Ouwehand; Kate Downes; Oliver Stegle; Alexis Battle; Peter M Visscher; Jian Yang; Markus Scholz; Joseph Powell; Greg Gibson; Tõnu Esko; Lude Franke
Journal:  Nat Genet       Date:  2021-09-02       Impact factor: 38.330

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  1 in total

1.  CRISPR activation and interference screens decode stimulation responses in primary human T cells.

Authors:  Ralf Schmidt; Zachary Steinhart; Madeline Layeghi; Jacob W Freimer; Raymund Bueno; Vinh Q Nguyen; Franziska Blaeschke; Chun Jimmie Ye; Alexander Marson
Journal:  Science       Date:  2022-02-04       Impact factor: 63.714

  1 in total

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