Evidence map›Paper›PMID 31971918›Full record

ArticleJCI insight2020

Integrated, multicohort analysis reveals unified signature of systemic lupus erythematosus.

Winston A Haynes, D James Haddon, Vivian K Diep, Avani Khatri, Erika Bongen, Gloria Yiu, Imelda Balboni, Christopher R Bolen, Rong Mao, Paul J Utz and 1 more

Open access · goldAbstract read
In one paragraph

Article in JCI insight, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
38citing papers in PubMed, 1 pooled it
6.7field-weighted citation impact, top 2% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

38 citing papers in PubMed, 1 synthesis or guideline pooled it, 50 citations in OpenAlex.

  1. Pooled it
  2. InterferonFrontiers in immunology · 2020
    Trial
  3. Review
  4. Article
  5. Article
  6. Review
  7. Article
  8. Article
  9. Article
  10. Article
  11. Immunometabolism in systemic lupus erythematosus.Nature reviews. Rheumatology · 2025
    Review
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. Precision medicine in systemic lupus erythematosus.Nature reviews. Rheumatology · 2023
    Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

11 authors at 4 institutions in 4 countries.

Winston A HaynesInstitute for Immunity, Transplantation and Infection.
D James HaddonInstitute for Immunity, Transplantation and Infection.
Vivian K DiepInstitute for Immunity, Transplantation and Infection.
Avani KhatriInstitute for Immunity, Transplantation and Infection.
Erika BongenInstitute for Immunity, Transplantation and Infection.
Gloria YiuInstitute for Immunity, Transplantation and Infection.
Imelda BalboniDivision of Allergy, Immunology and Rheumatology, Department of Pediatrics, Stanford University School of Medicine, Stanford, California, USA.
Christopher R BolenInstitute for Immunity, Transplantation and Infection.
Rong MaoInstitute for Immunity, Transplantation and Infection.
Paul J UtzInstitute for Immunity, Transplantation and Infection.
Purvesh KhatriInstitute for Immunity, Transplantation and Infection.
Center for Rheumatology · USTranslational Research Informatics Center (Japan) · JPInstitute of Infection and Immunity · CAStanford University · US

Funding

Using a tonsil organoid system to probe conditions for the induction of protective antibody and T cell responses to influenza.U19AI057229 · NIAID · STANFORD UNIVERSITY · PI Mark Morris Davis · 2003 to 2026
$88.5M
MEDICAL SCIENTIST TRAINING PROGRAMT32GM007365 · NIGMS · STANFORD UNIVERSITY · PI CHUA, KATRIN F · 1985 to 2021
$33.8M
Autoimmunity Center of Excellence Clinical Research ProgramUM1AI110498 · NIAID · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI WOFSY, DAVID · 2014 to 2019
$31.4M
Translational Incubator CoreU19AI109662 · NIAID · STANFORD UNIVERSITY · PI GLENN, JEFFREY S · 2014 to 2019
$28.6M
POSTDOCTORAL TRAINING IN MEDICAL INFORMATION SCIENCEST15LM007033 · NLM · STANFORD UNIVERSITY · PI SYLVIA KATINA PLEVRITIS · 1985 to 2026
$25.5M
Vaccination and infection: indicators of immunological health and responsivenessU19AI090019 · NIAID · STANFORD UNIVERSITY · PI DAVIS, MARK MORRIS · 2010 to 2015
$17.3M
Giant MagnetoResistive (GMR) Sensors for Measuring Influenza VaccineR01AI125197 · NIAID · STANFORD UNIVERSITY · PI UTZ, PAUL JOSEPH, WANG, SHAN X. · 2016 to 2021
$5.0M
Ultra-Fast Epigenomic Maps for Monitoring AutoimmunityU19AI110491 · NIAID · STANFORD UNIVERSITY · PI UTZ, PAUL JOSEPH · 2014 to 2018
$3.6M
Proteomic Analyses of Pediatric Systemic Lupus ErythematosusK08AI080945 · NIAID · STANFORD UNIVERSITY · PI BALBONI, IMELDA MARIE · 2009 to 2013
$654k
NIAID NIH HHS K08 AI080945NIAID NIH HHS R01 AI125197NIAID NIH HHS U19 AI057229NIAID NIH HHS U19 AI090019NIAID NIH HHS U19 AI109662NIAID NIH HHS U19 AI110491NIAID NIH HHS UM1 AI110498NIGMS NIH HHS T32 GM007365NLM NIH HHS T15 LM007033
6 · The paper itself

Abstract

Systemic lupus erythematosus (SLE) is a complex autoimmune disease that follows an unpredictable disease course and affects multiple organs and tissues. We performed an integrated, multicohort analysis of 7,471 transcriptomic profiles from 40 independent studies to identify robust gene expression changes associated with SLE. We identified a 93-gene signature (SLE MetaSignature) that is differentially expressed in the blood of patients with SLE compared with healthy volunteers; distinguishes SLE from other autoimmune, inflammatory, and infectious diseases; and persists across diverse tissues and cell types. The SLE MetaSignature correlated significantly with disease activity and other clinical measures of inflammation. We prospectively validated the SLE MetaSignature in an independent cohort of pediatric patients with SLE using a microfluidic quantitative PCR (qPCR) array. We found that 14 of the 93 genes in the SLE MetaSignature were independent of IFN-induced and neutrophil-related transcriptional profiles that have previously been associated with SLE. Pathway analysis revealed dysregulation associated with nucleic acid biosynthesis and immunometabolism in SLE. We further refined a neutropoiesis signature and identified underappreciated transcripts related to immune cells and oxidative stress. In our multicohort, transcriptomic analysis has uncovered underappreciated genes and pathways associated with SLE pathogenesis, with the potential to advance clinical diagnosis, biomarker development, and targeted therapeutics for SLE.

Indexed as

Gene Expression ProfilingAdultCase-Control StudiesCohort StudiesHumansLupus Erythematosus, SystemicOligonucleotide Array Sequence AnalysisOxidative StressProspective StudiesReproducibility of ResultsAutoimmunityBioinformaticsExpression profilingLupus

Identifiers

PMID31971918
PMCPMC7101149
OpenAlexW3001964195

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.