Literature DB >> 27040498

Personalized Immunomonitoring Uncovers Molecular Networks that Stratify Lupus Patients.

Romain Banchereau1, Seunghee Hong1, Brandi Cantarel1, Nicole Baldwin1, Jeanine Baisch1, Michelle Edens1, Alma-Martina Cepika1, Peter Acs1, Jacob Turner1, Esperanza Anguiano1, Parvathi Vinod1, Shaheen Kahn2, Gerlinde Obermoser1, Derek Blankenship1, Edward Wakeland2, Lorien Nassi3, Alisa Gotte4, Marilynn Punaro3, Yong-Jun Liu5, Jacques Banchereau6, Jose Rossello-Urgell1, Tracey Wright3, Virginia Pascual7.   

Abstract

Systemic lupus erythematosus (SLE) is an autoimmune disease characterized by loss of tolerance to nucleic acids and highly diverse clinical manifestations. To assess its molecular heterogeneity, we longitudinally profiled the blood transcriptome of 158 pediatric patients. Using mixed models accounting for repeated measurements, demographics, treatment, disease activity (DA), and nephritis class, we confirmed a prevalent IFN signature and identified a plasmablast signature as the most robust biomarker of DA. We detected gradual enrichment of neutrophil transcripts during progression to active nephritis and distinct signatures in response to treatment in different nephritis subclasses. Importantly, personalized immunomonitoring uncovered individual correlates of disease activity that enabled patient stratification into seven groups, supported by patient genotypes. Our study uncovers the molecular heterogeneity of SLE and provides an explanation for the failure of clinical trials. This approach may improve trial design and implementation of tailored therapies in genetically and clinically complex autoimmune diseases. PAPERCLIP.
Copyright © 2016 Elsevier Inc. All rights reserved.

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Year:  2016        PMID: 27040498      PMCID: PMC5426482          DOI: 10.1016/j.cell.2016.03.008

Source DB:  PubMed          Journal:  Cell        ISSN: 0092-8674            Impact factor:   41.582


  35 in total

Review 1.  B cells as therapeutic targets in SLE.

Authors:  Iñaki Sanz; F Eun-Hyung Lee
Journal:  Nat Rev Rheumatol       Date:  2010-06       Impact factor: 20.543

2.  Netting neutrophils induce endothelial damage, infiltrate tissues, and expose immunostimulatory molecules in systemic lupus erythematosus.

Authors:  Eneida Villanueva; Srilakshmi Yalavarthi; Celine C Berthier; Jeffrey B Hodgin; Ritika Khandpur; Andrew M Lin; Cory J Rubin; Wenpu Zhao; Stephen H Olsen; Matthew Klinker; David Shealy; Michael F Denny; Joel Plumas; Laurence Chaperot; Matthias Kretzler; Allen T Bruce; Mariana J Kaplan
Journal:  J Immunol       Date:  2011-05-25       Impact factor: 5.422

3.  Efficacy and safety of belimumab in patients with active systemic lupus erythematosus: a randomised, placebo-controlled, phase 3 trial.

Authors:  Sandra V Navarra; Renato M Guzmán; Alberto E Gallacher; Stephen Hall; Roger A Levy; Renato E Jimenez; Edmund K-M Li; Mathew Thomas; Ho-Youn Kim; Manuel G León; Coman Tanasescu; Eugeny Nasonov; Joung-Liang Lan; Lilia Pineda; Z John Zhong; William Freimuth; Michelle A Petri
Journal:  Lancet       Date:  2011-02-04       Impact factor: 79.321

Review 4.  Monogenic autoimmunity.

Authors:  Mickie H Cheng; Mark S Anderson
Journal:  Annu Rev Immunol       Date:  2012-01-06       Impact factor: 28.527

5.  Severe lupus nephritis: racial differences in presentation and outcome.

Authors:  Stephen M Korbet; Melvin M Schwartz; Joni Evans; Edmund J Lewis
Journal:  J Am Soc Nephrol       Date:  2006-12-13       Impact factor: 10.121

6.  Interferon-inducible gene expression signature in peripheral blood cells of patients with severe lupus.

Authors:  Emily C Baechler; Franak M Batliwalla; George Karypis; Patrick M Gaffney; Ward A Ortmann; Karl J Espe; Katherine B Shark; William J Grande; Karis M Hughes; Vivek Kapur; Peter K Gregersen; Timothy W Behrens
Journal:  Proc Natl Acad Sci U S A       Date:  2003-02-25       Impact factor: 11.205

Review 7.  Systemic lupus erythematosus: a therapeutic challenge for the XXI century.

Authors:  Manuel F Ugarte-Gil; Graciela S Alarcón
Journal:  Clin Rheumatol       Date:  2014-02-28       Impact factor: 2.980

8.  A modular analysis framework for blood genomics studies: application to systemic lupus erythematosus.

Authors:  Damien Chaussabel; Charles Quinn; Jing Shen; Pinakeen Patel; Casey Glaser; Nicole Baldwin; Dorothee Stichweh; Derek Blankenship; Lei Li; Indira Munagala; Lynda Bennett; Florence Allantaz; Asuncion Mejias; Monica Ardura; Ellen Kaizer; Laurence Monnet; Windy Allman; Henry Randall; Diane Johnson; Aimee Lanier; Marilynn Punaro; Knut M Wittkowski; Perrin White; Joseph Fay; Goran Klintmalm; Octavio Ramilo; A Karolina Palucka; Jacques Banchereau; Virginia Pascual
Journal:  Immunity       Date:  2008-07-18       Impact factor: 31.745

9.  An interferon-inducible neutrophil-driven blood transcriptional signature in human tuberculosis.

Authors:  Matthew P R Berry; Christine M Graham; Finlay W McNab; Zhaohui Xu; Susannah A A Bloch; Tolu Oni; Katalin A Wilkinson; Romain Banchereau; Jason Skinner; Robert J Wilkinson; Charles Quinn; Derek Blankenship; Ranju Dhawan; John J Cush; Asuncion Mejias; Octavio Ramilo; Onn M Kon; Virginia Pascual; Jacques Banchereau; Damien Chaussabel; Anne O'Garra
Journal:  Nature       Date:  2010-08-19       Impact factor: 49.962

10.  Quantitative gene set analysis generalized for repeated measures, confounder adjustment, and continuous covariates.

Authors:  Jacob A Turner; Christopher R Bolen; Derek M Blankenship
Journal:  BMC Bioinformatics       Date:  2015-08-28       Impact factor: 3.169

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  191 in total

Review 1.  Systems immunology: just getting started.

Authors:  Mark M Davis; Cristina M Tato; David Furman
Journal:  Nat Immunol       Date:  2017-06-20       Impact factor: 25.606

Review 2.  Understanding Human Autoimmunity and Autoinflammation Through Transcriptomics.

Authors:  Romain Banchereau; Alma-Martina Cepika; Jacques Banchereau; Virginia Pascual
Journal:  Annu Rev Immunol       Date:  2017-01-30       Impact factor: 28.527

Review 3.  T cells in Systemic Lupus Erythematosus.

Authors:  Abel Suárez-Fueyo; Sean J Bradley; George C Tsokos
Journal:  Curr Opin Immunol       Date:  2016-09-13       Impact factor: 7.486

Review 4.  A pathogenic role of plasmacytoid dendritic cells in autoimmunity and chronic viral infection.

Authors:  Franck J Barrat; Lishan Su
Journal:  J Exp Med       Date:  2019-08-16       Impact factor: 14.307

5.  Interactions between the tumor and the blood systemic response of breast cancer patients.

Authors:  Vanessa Dumeaux; Bjørn Fjukstad; Hans E Fjosne; Jan-Ole Frantzen; Marit Muri Holmen; Enno Rodegerdts; Ellen Schlichting; Anne-Lise Børresen-Dale; Lars Ailo Bongo; Eiliv Lund; Michael Hallett
Journal:  PLoS Comput Biol       Date:  2017-09-28       Impact factor: 4.475

6.  MultiPLIER: A Transfer Learning Framework for Transcriptomics Reveals Systemic Features of Rare Disease.

Authors:  Jaclyn N Taroni; Peter C Grayson; Qiwen Hu; Sean Eddy; Matthias Kretzler; Peter A Merkel; Casey S Greene
Journal:  Cell Syst       Date:  2019-05-22       Impact factor: 10.304

7.  Neuroinflammation: Synapses pruned in lupus.

Authors:  Sarah McGlasson; David Hunt
Journal:  Nature       Date:  2017-06-14       Impact factor: 49.962

Review 8.  The long and the short of it: insights into the cellular source of autoantibodies as revealed by B cell depletion therapy.

Authors:  Malika Hale; David J Rawlings; Shaun W Jackson
Journal:  Curr Opin Immunol       Date:  2018-11-01       Impact factor: 7.486

Review 9.  Regulatory T Cells: Central Concepts from Ontogeny to Therapy.

Authors:  Bernard Khor
Journal:  Transfus Med Rev       Date:  2016-07-26

10.  Lymphocyte subset clustering analysis in treatment-naive patients with systemic lupus erythematosus.

Authors:  Zhimin Lu; Weiping Li; Yawei Tang; Zhanyun Da; Xia Li
Journal:  Clin Rheumatol       Date:  2020-10-31       Impact factor: 2.980

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