Evidence map›Paper›PMID 40627396›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2025

Oxidative stress is a shared characteristic of ME/CFS and Long COVID.

Vishnu Shankar, Julie Wilhelmy, Ellis J Curtis, Basil Michael, Layla Cervantes, Vamsee Mallajosyula, Ronald W Davis, Michael Snyder, Shady Younis, William H Robinson and 4 more

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
37citing papers in PubMed, 1 pooled it
–field-weighted citation impact
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

37 citing papers in PubMed, 1 synthesis or guideline pooled it.

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  20. Anti-fatigue mechanism ofFrontiers in cell and developmental biology · 2026
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

14 authors.

Vishnu ShankarProgram in Immunology, Stanford University School of Medicine, Stanford, CA 94305.
Julie WilhelmyMyalgic Encephalomyelitis/Chronic Fatigue Syndrome Collaborative Research Center at Stanford, Stanford Genome Technology Center, Stanford University School of Medicine, Palo Alto, CA 94304.
Ellis J CurtisDepartment of Pathology, Stanford University School of Medicine, Stanford University, Stanford, CA 94305.
Basil MichaelDepartment of Genetics, Stanford University School of Medicine, Stanford, CA 94305.
Layla CervantesMyalgic Encephalomyelitis/Chronic Fatigue Syndrome Collaborative Research Center at Stanford, Stanford Genome Technology Center, Stanford University School of Medicine, Palo Alto, CA 94304.
Vamsee MallajosyulaInstitute of Immunity, Transplantation and Infection, Stanford University, Stanford, CA 94305.
Ronald W DavisMyalgic Encephalomyelitis/Chronic Fatigue Syndrome Collaborative Research Center at Stanford, Stanford Genome Technology Center, Stanford University School of Medicine, Palo Alto, CA 94304.ORCID 0000-0003-3123-2333
Michael SnyderDepartment of Genetics, Stanford University School of Medicine, Stanford, CA 94305.
Shady YounisDivision of Immunology and Rheumatology, Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305.ORCID 0000-0002-4319-1738
William H RobinsonDivision of Immunology and Rheumatology, Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305.ORCID 0000-0003-4385-704X
Sadasivan ShankarSLAC National Accelerator Laboratory, Menlo Park, CA 94025.
Paul S MischelDepartment of Pathology, Stanford University School of Medicine, Stanford University, Stanford, CA 94305.ORCID 0000-0002-4560-2211
Hector BonillaDivision of Infectious Diseases and Geographic Medicine, Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305.ORCID 0000-0002-0513-8733
Mark M DavisInstitute of Immunity, Transplantation and Infection, Stanford University, Stanford, CA 94305.

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
Molecular and single-cell immunology of myalgic encephalomyelitis/chronic fatigue syndromeR01AI139550 · NIAID · STANFORD UNIVERSITY · PI DAVIS, RONALD WAYNE · 2018 to 2022
$3.7M
30-parameter FACSymphony A3 flow cytometer for Shared Resource LabS10OD026831 · OD · STANFORD UNIVERSITY · PI NOLAN, GARRY P · 2019 to 2019
$510k
BD Canto II RUO CytometerS10RR027431 · NCRR · STANFORD UNIVERSITY · PI NOLAN, GARRY P · 2010 to 2010
$236k
HHMI (HHMI) NAHHS | NIH | National Institute of Allergy and Infectious Diseases (NIAID) U19-AI057229HHS | NIH (NIH) 5R01AI139550Khosla family gift fund NANCRR NIH HHS S10 RR027431NIAID NIH HHS R01 AI139550NIAID NIH HHS U19 AI057229NIH HHS S10 OD026831
6 · The paper itself

Abstract

Over 65 million individuals worldwide are estimated to have Long COVID (LC), a complex multisystemic condition marked by fatigue, post-exertional malaise, and other symptoms resembling myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS). With no clinically approved treatments or reliable diagnostic markers, there is an urgent need to define the molecular underpinnings of these conditions. By studying bioenergetic characteristics of peripheral blood lymphocytes in 25 healthy controls, 27 ME/CFS, and 20 LC donors, we find both ME/CFS and LC donors exhibit signs of elevated oxidative stress, especially in the memory subset. Using a combination of flow cytometry, RNA-seq, mass spectrometry, and systems chemistry analysis, we observed aberrations in reactive oxygen species (ROS) clearance pathways including elevated glutathione levels, decreases in mitochondrial superoxide dismutase protein levels, and glutathione peroxidase 4-mediated lipid oxidative damage. Strikingly, these redox pathways changes show sex-specific trends. While ME/CFS females exhibit higher total ROS and mitochondrial calcium levels, males have normal ROS levels, with pronounced mitochondrial lipid oxidative damage. In females, these higher ROS levels correlate with T cell hyperproliferation, consistent with the known role of elevated ROS in initiating proliferation. This hyperproliferation can be attenuated by metformin, suggesting this Food and Drug Administration (FDA)-approved drug as a possible treatment, as also suggested by a recent clinical study of LC patients. Moreover, these results suggest a shared mechanistic basis for the systemic phenotypes of ME/CFS and LC, which can be detected by quantitative blood cell measurements, and that effective, patient-tailored drugs might be discovered using standard lymphocyte stimulation assays.

Indexed as

COVID-19Fatigue Syndrome, ChronicOxidative StressAdultFemaleHumansLymphocytesMaleMiddle AgedMitochondriaReactive Oxygen SpeciesSARS-CoV-2Reactive Oxygen Speciesfatiguelong COVIDME/CFSmetabolismoxidative stress

Identifiers

PMID40627396
PMCPMC12280928

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.