Literature DB >> 35389781

Single-cell RNA-seq reveals cell type-specific molecular and genetic associations to lupus.

Richard K Perez1, M Grace Gordon2,3,4,5, Meena Subramaniam2,4, Min Cheol Kim1,3,4,6,7, George C Hartoularos2,3,4, Sasha Targ1,2,6, Yang Sun3,4, Anton Ogorodnikov3,4, Raymund Bueno3,4, Andrew Lu8, Mike Thompson9, Nadav Rappoport10, Andrew Dahl11, Cristina M Lanata3,12, Mehrdad Matloubian3,12, Lenka Maliskova4,13, Serena S Kwek14, Tony Li14, Michal Slyper15, Julia Waldman15, Danielle Dionne15, Orit Rozenblatt-Rosen15, Lawrence Fong14, Maria Dall'Era1, Brunilda Balliu16, Aviv Regev15,17,18, Jinoos Yazdany3, Lindsey A Criswell3,4,12, Noah Zaitlen19, Chun Jimmie Ye3,4,12,13,20,21,22.   

Abstract

Systemic lupus erythematosus (SLE) is a heterogeneous autoimmune disease. Knowledge of circulating immune cell types and states associated with SLE remains incomplete. We profiled more than 1.2 million peripheral blood mononuclear cells (162 cases, 99 controls) with multiplexed single-cell RNA sequencing (mux-seq). Cases exhibited elevated expression of type 1 interferon-stimulated genes (ISGs) in monocytes, reduction of naïve CD4+ T cells that correlated with monocyte ISG expression, and expansion of repertoire-restricted cytotoxic GZMH+ CD8+ T cells. Cell type-specific expression features predicted case-control status and stratified patients into two molecular subtypes. We integrated dense genotyping data to map cell type-specific cis-expression quantitative trait loci and to link SLE-associated variants to cell type-specific expression. These results demonstrate mux-seq as a systematic approach to characterize cellular composition, identify transcriptional signatures, and annotate genetic variants associated with SLE.

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Year:  2022        PMID: 35389781      PMCID: PMC9297655          DOI: 10.1126/science.abf1970

Source DB:  PubMed          Journal:  Science        ISSN: 0036-8075            Impact factor:   63.714


  58 in total

1.  The effect of combined estrogen and progesterone hormone replacement therapy on disease activity in systemic lupus erythematosus: a randomized trial.

Authors:  Jill P Buyon; Michelle A Petri; Mimi Y Kim; Kenneth C Kalunian; Jennifer Grossman; Bevra H Hahn; Joan T Merrill; Lisa Sammaritano; Michael Lockshin; Graciela S Alarcón; Susan Manzi; H Michael Belmont; Anca D Askanase; Lisa Sigler; Mary Anne Dooley; Joan Von Feldt; W Joseph McCune; Alan Friedman; Jane Wachs; Mary Cronin; Michelene Hearth-Holmes; Mark Tan; Frederick Licciardi
Journal:  Ann Intern Med       Date:  2005-06-21       Impact factor: 25.391

2.  Aiolos, a lymphoid restricted transcription factor that interacts with Ikaros to regulate lymphocyte differentiation.

Authors:  B Morgan; L Sun; N Avitahl; K Andrikopoulos; T Ikeda; E Gonzales; P Wu; S Neben; K Georgopoulos
Journal:  EMBO J       Date:  1997-04-15       Impact factor: 11.598

3.  Plasmacytoid monocytes migrate to inflamed lymph nodes and produce large amounts of type I interferon.

Authors:  M Cella; D Jarrossay; F Facchetti; O Alebardi; H Nakajima; A Lanzavecchia; M Colonna
Journal:  Nat Med       Date:  1999-08       Impact factor: 53.440

4.  Trial of Anifrolumab in Active Systemic Lupus Erythematosus.

Authors:  Eric F Morand; Richard Furie; Yoshiya Tanaka; Ian N Bruce; Anca D Askanase; Christophe Richez; Sang-Cheol Bae; Philip Z Brohawn; Lilia Pineda; Anna Berglind; Raj Tummala
Journal:  N Engl J Med       Date:  2019-12-18       Impact factor: 91.245

5.  From Louvain to Leiden: guaranteeing well-connected communities.

Authors:  V A Traag; L Waltman; N J van Eck
Journal:  Sci Rep       Date:  2019-03-26       Impact factor: 4.379

6.  edgeR: a Bioconductor package for differential expression analysis of digital gene expression data.

Authors:  Mark D Robinson; Davis J McCarthy; Gordon K Smyth
Journal:  Bioinformatics       Date:  2009-11-11       Impact factor: 6.937

7.  Host-microbe interactions have shaped the genetic architecture of inflammatory bowel disease.

Authors:  Luke Jostins; Stephan Ripke; Rinse K Weersma; Richard H Duerr; Dermot P McGovern; Ken Y Hui; James C Lee; L Philip Schumm; Yashoda Sharma; Carl A Anderson; Jonah Essers; Mitja Mitrovic; Kaida Ning; Isabelle Cleynen; Emilie Theatre; Sarah L Spain; Soumya Raychaudhuri; Philippe Goyette; Zhi Wei; Clara Abraham; Jean-Paul Achkar; Tariq Ahmad; Leila Amininejad; Ashwin N Ananthakrishnan; Vibeke Andersen; Jane M Andrews; Leonard Baidoo; Tobias Balschun; Peter A Bampton; Alain Bitton; Gabrielle Boucher; Stephan Brand; Carsten Büning; Ariella Cohain; Sven Cichon; Mauro D'Amato; Dirk De Jong; Kathy L Devaney; Marla Dubinsky; Cathryn Edwards; David Ellinghaus; Lynnette R Ferguson; Denis Franchimont; Karin Fransen; Richard Gearry; Michel Georges; Christian Gieger; Jürgen Glas; Talin Haritunians; Ailsa Hart; Chris Hawkey; Matija Hedl; Xinli Hu; Tom H Karlsen; Limas Kupcinskas; Subra Kugathasan; Anna Latiano; Debby Laukens; Ian C Lawrance; Charlie W Lees; Edouard Louis; Gillian Mahy; John Mansfield; Angharad R Morgan; Craig Mowat; William Newman; Orazio Palmieri; Cyriel Y Ponsioen; Uros Potocnik; Natalie J Prescott; Miguel Regueiro; Jerome I Rotter; Richard K Russell; Jeremy D Sanderson; Miquel Sans; Jack Satsangi; Stefan Schreiber; Lisa A Simms; Jurgita Sventoraityte; Stephan R Targan; Kent D Taylor; Mark Tremelling; Hein W Verspaget; Martine De Vos; Cisca Wijmenga; David C Wilson; Juliane Winkelmann; Ramnik J Xavier; Sebastian Zeissig; Bin Zhang; Clarence K Zhang; Hongyu Zhao; Mark S Silverberg; Vito Annese; Hakon Hakonarson; Steven R Brant; Graham Radford-Smith; Christopher G Mathew; John D Rioux; Eric E Schadt; Mark J Daly; Andre Franke; Miles Parkes; Severine Vermeire; Jeffrey C Barrett; Judy H Cho
Journal:  Nature       Date:  2012-11-01       Impact factor: 49.962

8.  RNA velocity of single cells.

Authors:  Gioele La Manno; Ruslan Soldatov; Amit Zeisel; Emelie Braun; Hannah Hochgerner; Viktor Petukhov; Katja Lidschreiber; Maria E Kastriti; Peter Lönnerberg; Alessandro Furlan; Jean Fan; Lars E Borm; Zehua Liu; David van Bruggen; Jimin Guo; Xiaoling He; Roger Barker; Erik Sundström; Gonçalo Castelo-Branco; Patrick Cramer; Igor Adameyko; Sten Linnarsson; Peter V Kharchenko
Journal:  Nature       Date:  2018-08-08       Impact factor: 49.962

9.  Mapping systemic lupus erythematosus heterogeneity at the single-cell level.

Authors:  Djamel Nehar-Belaid; Seunghee Hong; Radu Marches; Guo Chen; Mohan Bolisetty; Jeanine Baisch; Lynnette Walters; Marilynn Punaro; Robert J Rossi; Cheng-Han Chung; Richie P Huynh; Prashant Singh; William F Flynn; Joy-Ann Tabanor-Gayle; Navya Kuchipudi; Asuncion Mejias; Magalie A Collet; Anna Lisa Lucido; Karolina Palucka; Paul Robson; Santhanam Lakshminarayanan; Octavio Ramilo; Tracey Wright; Virginia Pascual; Jacques F Banchereau
Journal:  Nat Immunol       Date:  2020-08-03       Impact factor: 25.606

10.  The UK Biobank resource with deep phenotyping and genomic data.

Authors:  Clare Bycroft; Colin Freeman; Desislava Petkova; Gavin Band; Lloyd T Elliott; Kevin Sharp; Allan Motyer; Damjan Vukcevic; Olivier Delaneau; Jared O'Connell; Adrian Cortes; Samantha Welsh; Alan Young; Mark Effingham; Gil McVean; Stephen Leslie; Naomi Allen; Peter Donnelly; Jonathan Marchini
Journal:  Nature       Date:  2018-10-10       Impact factor: 49.962

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  7 in total

Review 1.  The promise of precision medicine in rheumatology.

Authors:  Joel M Guthridge; Catriona A Wagner; Judith A James
Journal:  Nat Med       Date:  2022-07-04       Impact factor: 87.241

2.  Single-cell RNA-sequencing of peripheral blood mononuclear cells reveals widespread, context-specific gene expression regulation upon pathogenic exposure.

Authors:  Roy Oelen; Dylan H de Vries; Harm Brugge; M Grace Gordon; Martijn Vochteloo; Chun J Ye; Harm-Jan Westra; Lude Franke; Monique G P van der Wijst
Journal:  Nat Commun       Date:  2022-06-07       Impact factor: 17.694

Review 3.  Lessons From Transcriptome Analysis of Autoimmune Diseases.

Authors:  Yasuo Nagafuchi; Haruyuki Yanaoka; Keishi Fujio
Journal:  Front Immunol       Date:  2022-05-18       Impact factor: 8.786

4.  Shared regulation and functional relevance of local gene co-expression revealed by single cell analysis.

Authors:  Diogo M Ribeiro; Chaymae Ziyani; Olivier Delaneau
Journal:  Commun Biol       Date:  2022-08-26

Review 5.  Insights Into the Host Contribution of Endocrine Associated Immune-Related Adverse Events to Immune Checkpoint Inhibition Therapy.

Authors:  Adrian Chye; India Allen; Megan Barnet; Deborah L Burnett
Journal:  Front Oncol       Date:  2022-07-14       Impact factor: 5.738

Review 6.  Microfluidics Facilitates the Development of Single-Cell RNA Sequencing.

Authors:  Yating Pan; Wenjian Cao; Ying Mu; Qiangyuan Zhu
Journal:  Biosensors (Basel)       Date:  2022-06-24

7.  Multi-context genetic modeling of transcriptional regulation resolves novel disease loci.

Authors:  Mike Thompson; Mary Grace Gordon; Andrew Lu; Anchit Tandon; Eran Halperin; Alexander Gusev; Chun Jimmie Ye; Brunilda Balliu; Noah Zaitlen
Journal:  Nat Commun       Date:  2022-09-28       Impact factor: 17.694

  7 in total

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