Literature DB >> 35213211

Single-cell eQTL analysis of activated T cell subsets reveals activation and cell type-dependent effects of disease-risk variants.

Benjamin J Schmiedel1, Cristian Gonzalez-Colin1,2, Vicente Fajardo1, Job Rocha1,2, Ariel Madrigal1, Ciro Ramírez-Suástegui1, Sourya Bhattacharyya1, Hayley Simon1, Jason A Greenbaum1, Bjoern Peters1, Grégory Seumois1, Ferhat Ay1,3, Vivek Chandra1, Pandurangan Vijayanand1,4,5.   

Abstract

The impact of genetic variants on cells challenged in biologically relevant contexts has not been fully explored. Here, we activated CD4+ T cells from 89 healthy donors and performed a single-cell RNA sequencing assay with >1 million cells to examine cell type-specific and activation-dependent effects of genetic variants. Single-cell expression quantitative trait loci (sc-eQTL) analysis of 19 distinct CD4+ T cell subsets showed that the expression of over 4000 genes is significantly associated with common genetic polymorphisms and that most of these genes show their most prominent effects in specific cell types. These genes included many that encode for molecules important for activation, differentiation, and effector functions of T cells. We also found new gene associations for disease-risk variants identified from genome-wide association studies and highlighted the cell types in which their effects are most prominent. We found that biological sex has a major influence on activation-dependent gene expression in CD4+ T cell subsets. Sex-biased transcripts were significantly enriched in several pathways that are essential for the initiation and execution of effector functions by CD4+ T cells like TCR signaling, cytokines, cytokine receptors, costimulatory, apoptosis, and cell-cell adhesion pathways. Overall, this DICE (Database of Immune Cell Expression, eQTLs, and Epigenomics) subproject highlights the power of sc-eQTL studies for simultaneously exploring the activation and cell type-dependent effects of common genetic variants on gene expression (https://dice-database.org).

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Year:  2022        PMID: 35213211      PMCID: PMC9035271          DOI: 10.1126/sciimmunol.abm2508

Source DB:  PubMed          Journal:  Sci Immunol        ISSN: 2470-9468


  95 in total

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Journal:  Eur J Immunol       Date:  2010-10-27       Impact factor: 5.532

2.  Critical roles for Rac GTPases in T-cell migration to and within lymph nodes.

Authors:  Mustapha Faroudi; Miroslav Hons; Agnieszka Zachacz; Celine Dumont; Ruth Lyck; Jens V Stein; Victor L J Tybulewicz
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Review 3.  Type I interferons: crucial participants in disease amplification in autoimmunity.

Authors:  John C Hall; Antony Rosen
Journal:  Nat Rev Rheumatol       Date:  2010-01       Impact factor: 20.543

4.  Precursors of human CD4+ cytotoxic T lymphocytes identified by single-cell transcriptome analysis.

Authors:  Veena S Patil; Ariel Madrigal; Benjamin J Schmiedel; James Clarke; Patrick O'Rourke; Aruna D de Silva; Eva Harris; Bjoern Peters; Gregory Seumois; Daniela Weiskopf; Alessandro Sette; Pandurangan Vijayanand
Journal:  Sci Immunol       Date:  2018-01-19

5.  Impact of Genetic Polymorphisms on Human Immune Cell Gene Expression.

Authors:  Benjamin J Schmiedel; Divya Singh; Ariel Madrigal; Alan G Valdovino-Gonzalez; Brandie M White; Jose Zapardiel-Gonzalo; Brendan Ha; Gokmen Altay; Jason A Greenbaum; Graham McVicker; Grégory Seumois; Anjana Rao; Mitchell Kronenberg; Bjoern Peters; Pandurangan Vijayanand
Journal:  Cell       Date:  2018-11-15       Impact factor: 41.582

6.  Role of IL-23 and Th17 Cells in Airway Inflammation in Asthma.

Authors:  Hiroshi Nakajima; Koichi Hirose
Journal:  Immune Netw       Date:  2010-02-28       Impact factor: 6.303

7.  Cystatin F Affects Natural Killer Cell Cytotoxicity.

Authors:  Milica Perišić Nanut; Jerica Sabotič; Urban Švajger; Anahid Jewett; Janko Kos
Journal:  Front Immunol       Date:  2017-11-13       Impact factor: 7.561

8.  Meta-analysis of 74,046 individuals identifies 11 new susceptibility loci for Alzheimer's disease.

Authors:  J C Lambert; C A Ibrahim-Verbaas; D Harold; A C Naj; R Sims; C Bellenguez; A L DeStafano; J C Bis; G W Beecham; B Grenier-Boley; G Russo; T A Thorton-Wells; N Jones; A V Smith; V Chouraki; C Thomas; M A Ikram; D Zelenika; B N Vardarajan; Y Kamatani; C F Lin; A Gerrish; H Schmidt; B Kunkle; M L Dunstan; A Ruiz; M T Bihoreau; S H Choi; C Reitz; F Pasquier; C Cruchaga; D Craig; N Amin; C Berr; O L Lopez; P L De Jager; V Deramecourt; J A Johnston; D Evans; S Lovestone; L Letenneur; F J Morón; D C Rubinsztein; G Eiriksdottir; K Sleegers; A M Goate; N Fiévet; M W Huentelman; M Gill; K Brown; M I Kamboh; L Keller; P Barberger-Gateau; B McGuiness; E B Larson; R Green; A J Myers; C Dufouil; S Todd; D Wallon; S Love; E Rogaeva; J Gallacher; P St George-Hyslop; J Clarimon; A Lleo; A Bayer; D W Tsuang; L Yu; M Tsolaki; P Bossù; G Spalletta; P Proitsi; J Collinge; S Sorbi; F Sanchez-Garcia; N C Fox; J Hardy; M C Deniz Naranjo; P Bosco; R Clarke; C Brayne; D Galimberti; M Mancuso; F Matthews; S Moebus; P Mecocci; M Del Zompo; W Maier; H Hampel; A Pilotto; M Bullido; F Panza; P Caffarra; B Nacmias; J R Gilbert; M Mayhaus; L Lannefelt; H Hakonarson; S Pichler; M M Carrasquillo; M Ingelsson; D Beekly; V Alvarez; F Zou; O Valladares; S G Younkin; E Coto; K L Hamilton-Nelson; W Gu; C Razquin; P Pastor; I Mateo; M J Owen; K M Faber; P V Jonsson; O Combarros; M C O'Donovan; L B Cantwell; H Soininen; D Blacker; S Mead; T H Mosley; D A Bennett; T B Harris; L Fratiglioni; C Holmes; R F de Bruijn; P Passmore; T J Montine; K Bettens; J I Rotter; A Brice; K Morgan; T M Foroud; W A Kukull; D Hannequin; J F Powell; M A Nalls; K Ritchie; K L Lunetta; J S Kauwe; E Boerwinkle; M Riemenschneider; M Boada; M Hiltuenen; E R Martin; R Schmidt; D Rujescu; L S Wang; J F Dartigues; R Mayeux; C Tzourio; A Hofman; M M Nöthen; C Graff; B M Psaty; L Jones; J L Haines; P A Holmans; M Lathrop; M A Pericak-Vance; L J Launer; L A Farrer; C M van Duijn; C Van Broeckhoven; V Moskvina; S Seshadri; J Williams; G D Schellenberg; P Amouyel
Journal:  Nat Genet       Date:  2013-10-27       Impact factor: 38.330

9.  Induction of pathogenic TH17 cells by inducible salt-sensing kinase SGK1.

Authors:  Chuan Wu; Nir Yosef; Theresa Thalhamer; Chen Zhu; Sheng Xiao; Yasuhiro Kishi; Aviv Regev; Vijay K Kuchroo
Journal:  Nature       Date:  2013-03-06       Impact factor: 49.962

10.  MAST: a flexible statistical framework for assessing transcriptional changes and characterizing heterogeneity in single-cell RNA sequencing data.

Authors:  Greg Finak; Andrew McDavid; Masanao Yajima; Jingyuan Deng; Vivian Gersuk; Alex K Shalek; Chloe K Slichter; Hannah W Miller; M Juliana McElrath; Martin Prlic; Peter S Linsley; Raphael Gottardo
Journal:  Genome Biol       Date:  2015-12-10       Impact factor: 13.583

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  2 in total

Review 1.  A guide to systems-level immunomics.

Authors:  Lorenzo Bonaguro; Jonas Schulte-Schrepping; Thomas Ulas; Anna C Aschenbrenner; Marc Beyer; Joachim L Schultze
Journal:  Nat Immunol       Date:  2022-09-22       Impact factor: 31.250

Review 2.  Genetic basis of defects in immune tolerance underlying the development of autoimmunity.

Authors:  Anne M Hocking; Jane H Buckner
Journal:  Front Immunol       Date:  2022-08-01       Impact factor: 8.786

  2 in total

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