Personalized Immunomonitoring Uncovers Molecular Networks that Stratify Lupus Patients

被引:479
作者
Banchereau, Romain [1 ]
Hong, Seunghee [1 ]
Cantarel, Brandi [1 ]
Baldwin, Nicole [1 ]
Baisch, Jeanine [1 ]
Edens, Michelle [1 ]
Cepika, Alma-Martina [1 ]
Acs, Peter [1 ]
Turner, Jacob [1 ]
Anguiano, Esperanza [1 ]
Vinod, Parvathi [1 ]
Kahn, Shaheen [2 ]
Obermoser, Gerlinde [1 ]
Blankenship, Derek [1 ]
Wakeland, Edward [2 ]
Nassi, Lorien [2 ,3 ]
Gotte, Alisa [2 ,3 ,4 ]
Punaro, Marilynn [2 ,3 ]
Liu, Yong-Jun [1 ,5 ]
Banchereau, Jacques [6 ]
Rossello-Urgell, Jose [1 ]
Wright, Tracey [2 ,3 ]
Pascual, Virginia [1 ,3 ]
机构
[1] Baylor Inst Immunol Res, Dallas, TX 75204 USA
[2] UT Southwestern Med Ctr, Dallas, TX 75235 USA
[3] Texas Scottish Rite Hosp Children, Dallas, TX 75219 USA
[4] Vanderbilt Univ, Sch Med, Nashville, TN 37232 USA
[5] Medimmune Inc, Gaithersburg, MD 20878 USA
[6] Jackson Lab Genom Med, Farmington, CT 06030 USA
关键词
TRANSCRIPTIONAL REPERTOIRE ANALYSES; GENE-EXPRESSION; SET ANALYSIS; B-CELLS; ERYTHEMATOSUS; INTERFERON; DISEASE; BLOOD; SIGNATURE; AUTOIMMUNITY;
D O I
10.1016/j.cell.2016.03.008
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
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. Usingmixed 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.
引用
收藏
页码:551 / 565
页数:15
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