Evidence map›Paper›PMID 36284352›Full record

ArticleJournal of translational medicine2022

Autoimmune gene expression profiling of fingerstick whole blood in Chronic Fatigue Syndrome.

Zheng Wang, Michelle F Waldman, Tara J Basavanhally, Aviva R Jacobs, Gonzalo Lopez, Regis Y Perichon, Johnny J Ma, Elyse M Mackenzie, James B Healy, Yixin Wang and 1 more

Open access · goldAbstract read
In one paragraph

Article in Journal of translational medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed, 2 pooled it
1.3field-weighted citation impact, top 20% 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

6 citing papers in PubMed, 2 syntheses or guidelines pooled it, 9 citations in OpenAlex.

  1. Recent research in myalgic encephalomyelitis/chronic fatigue syndrome: an evidence map.Health technology assessment (Winchester, England) · 2025
    Pooled it
  2. Pooled it
  3. Article
  4. Review
  5. Review
  6. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors at 3 institutions in 2 countries.

Zheng WangBristol Myers Squibb, Princeton, NJ, 08540, USA. zheng.wang2@bms.com.ORCID 0000-0001-7678-0072
Michelle F WaldmanBristol Myers Squibb, Princeton, NJ, 08540, USA.
Tara J BasavanhallyBristol Myers Squibb, Princeton, NJ, 08540, USA.
Aviva R JacobsDxTerity®, Rancho Dominguez, CA, USA.
Gonzalo LopezBristol Myers Squibb, Princeton, NJ, 08540, USA.
Regis Y PerichonBristol Myers Squibb, Princeton, NJ, 08540, USA.
Johnny J MaBristol Myers Squibb, Princeton, NJ, 08540, USA.
Elyse M MackenzieRutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA.
James B HealyDxTerity®, Rancho Dominguez, CA, USA.
Yixin WangBristol Myers Squibb, Princeton, NJ, 08540, USA.
Sarah A HerseyBristol Myers Squibb, Princeton, NJ, 08540, USA.
Bristol-Myers Squibb (United States) · USCalifornia State University, Dominguez Hills · USRutgers, The State University of New Jersey · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMyalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS) is a debilitating condition that can lead to severe impairment of physical, psychological, cognitive, social, and occupational functions. The cause of ME/CFS remains incompletely understood. There is no clinical diagnostic test for ME/CFS. Although many therapies have been used off-label to manage symptoms of ME/CFS, there are limited, if any, specific therapies or cure for ME/CFS. In this study, we investigated the expression of genes specific to key immune functions, and viral infection status in ME/CFS patients with an aim of identifying biomarkers for characterization and/or treatment of the disease.

methodsIn 2021, one-hundred and sixty-six (166) patients diagnosed with ME/CFS and 83 healthy controls in the US participated in this study via a social media-based application (app). The patients and heathy volunteers consented to the study and provided self-collected finger-stick blood and first morning void urine samples from home. RNA from the fingerstick blood was tested using DxTerity's 51-gene autoimmune RNA expression panel (AIP). In addition, DNA from the same fingerstick blood sample was extracted to detect viral load of 4 known ME/CFS associated viruses (HHV6, HHV7, CMV and EBV) using a real-time PCR method.

resultsAmong the 166 ME/CFS participants in the study, approximately half (49%) of the ME/CFS patients reported being house-bound or bedridden due to severe symptoms of the disease. From the AIP testing, ME/CFS patients with severe, bedridden conditions displayed significant increases in gene expression of IKZF2, IKZF3, HSPA8, BACH2, ABCE1 and CD3D, as compared to patients with mild to moderate disease conditions. These six aforementioned genes were further upregulated in the 22 bedridden participants who suffer not only from ME/CFS but also from other autoimmune diseases. These genes are involved in T cell, B cell and autoimmunity functions. Furthermore, IKZF3 (Aiolos) and IKZF2 (Helios), and BACH2 have been implicated in other autoimmune diseases such as systemic lupus erythematosus (SLE) and Rheumatoid Arthritis (RA). Among the 240 participants tested with the viral assays, 9 samples showed positive results (including 1 EBV positive and 8 HHV6 positives).

conclusionsOur study indicates that gene expression biomarkers may be used in identifying or differentiating subsets of ME/CFS patients having different levels of disease severity. These gene targets may also represent opportunities for new therapeutic modalities for the treatment of ME/CFS. The use of social media engaged patient recruitment and at-home sample collection represents a novel approach for conducting clinical research which saves cost, time and eliminates travel for office visits.

Indexed as

Autoimmune DiseasesFatigue Syndrome, ChronicBasic-Leucine Zipper Transcription FactorsBiomarkersGene Expression ProfilingHumansRNABasic-Leucine Zipper Transcription FactorsBiomarkersRNAAutoimmune diseaseB cellChronic fatigue syndromeGene expression profilingPatient centric approachT cell

Identifiers

PMID36284352
PMCPMC9592873
OpenAlexW4307380278

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.