Evidence map›Paper›PMID 42656834›Full record

ArticleFrontiers in endocrinology2026

Metabolic, viral, and immune phenotypes in long COVID.

Ivette F Emery, Seynt Jiro Sahagun, Elizabeth R M Zunica, Christopher Axelrod, Robbie A Beyl, Eunhan Cho, Guillaume Spielmann, Samantha Costa, Joanne T DeKay, Carolyn Chlebek and 22 more

Abstract read
In one paragraph

Article in Frontiers in endocrinology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

32 authors.

Ivette F EmeryMaineHealth Institute for Research, Scarborough, ME, United States.
Seynt Jiro SahagunMaineHealth Institute for Research, Scarborough, ME, United States.
Elizabeth R M ZunicaPennington Biomedical Research Institute, Baton Rouge, LA, United States.
Christopher AxelrodPennington Biomedical Research Institute, Baton Rouge, LA, United States.
Robbie A BeylPennington Biomedical Research Institute, Baton Rouge, LA, United States.
Eunhan ChoLouisiana State University, Baton Rouge, LA, United States.
Guillaume SpielmannLouisiana State University, Baton Rouge, LA, United States.
Samantha CostaUniversity of Pittsburgh, Pittsburgh, PA, United States.
Joanne T DeKayMaineHealth Institute for Research, Scarborough, ME, United States.
Carolyn ChlebekMaineHealth Institute for Research, Scarborough, ME, United States.
Shinya AmanoMaineHealth Institute for Research, Scarborough, ME, United States.
Katherine StevensMaineHealth Institute for Research, Scarborough, ME, United States.
Philipp E SchererUniversity of Texas Southwestern, Dallas, TX, United States.
Dawei BuUniversity of Texas Southwestern, Dallas, TX, United States.
Aida JavidanUniversity of Kentucky, Lexington, KY, United States.
Brian S FinlinUniversity of Kentucky, Lexington, KY, United States.
Xiaohua D ZhangUniversity of Kentucky, Lexington, KY, United States.
Barbara NikolajczykUniversity of Kentucky, Lexington, KY, United States.
Catherine Blish CStanford University School of Medicine, Stanford, CA, United States.
Carolyn BramanteUniversity of Minnesota, Minneapolis, MN, United States.
Tracey McLaughlinStanford University School of Medicine, Stanford, CA, United States.
Soneida DeLine-CaballeroStanford University School of Medicine, Stanford, CA, United States.
Kalani RatnasiriStanford University School of Medicine, Stanford, CA, United States.
Uma MangalanathanUniversity of Texas Southwestern, Dallas, TX, United States.
Jonathan Z LiUniversity of Minnesota, Minneapolis, MN, United States.
Brooke M LeemanUniversity of Minnesota, Minneapolis, MN, United States.
Gregory EdelsteinUniversity of Minnesota, Minneapolis, MN, United States.
Elizabeth W KarlsonUniversity of Minnesota, Minneapolis, MN, United States.
John P KirwanPennington Biomedical Research Institute, Baton Rouge, LA, United States.
Philip A KernUniversity of Kentucky, Lexington, KY, United States.
Sergei RyzhovMaineHealth Institute for Research, Scarborough, ME, United States.
Clifford J RosenMaineHealth Institute for Research, Scarborough, ME, United States.

Funding

OTA-21-015A Post-Acute Sequelae of SARS-CoV-2 Infection Initiative: NYU Langone Health Clinical Science Core, Data Resource Core, and PASC Biorepository CoreOT2HL161847 · NHLBI · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI GROSS, RACHEL SHARON, HORWITZ, LEORA · 2021 to 2025
$651.0M
Interactive Data Portals and Robust Analytic Tools to Wrap PASC Cohorts (iDRAW) OTA-21-015AOT2HL161841 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI FOULKES, ANDREA S, KARLSON, ELIZABETH W · 2021 to 2024
$182.2M
Kentucky Center for Clinical and Translational ScienceUL1TR001998 · NCATS · UNIVERSITY OF KENTUCKY · PI HARTMANN, KATHERINE E, KERN, PHILIP A · 2016 to 2025
$34.2M
NCATS NIH HHS UL1 TR001998NHLBI NIH HHS OT2 HL161841NHLBI NIH HHS OT2 HL161847
6 · The paper itself

Abstract

Context: Long COVID is characterized by persistent symptoms ≥ 3 months after acute SARS-CoV-2 infection. To date, the underlying pathophysiology is unclear. Objective: To characterize the immune and metabolic features of Long COVID and the potential role of viral persistence in adipose tissue. Design: Case-control, cross-sectional study under the RECOVER initiative. Setting: Maine, Louisiana, and Kentucky. Participants: Adults from the RECOVER study with high or low symptom burden assessed by the PROMIS scoring system or the Long COVID RECOVER Index (LCRI), matched by age, sex, BMI comparing post infected individuals with Long COVID vs those without sequelae. Main outcome measures: The primary outcome was a difference in T cell mitochondrial respiration by symptom severity. Secondary outcomes included glucose tolerance, body composition, T cell surface markers, subcutaneous adipose biopsy. Results: There were 54 participants, 80% female, mean age was 51.7 years, mean BMI 31. Time from initial infection was 894 days. The participant cohort by symptom burden was elucidated using a PROMIS symptom score subdivided by the following: High Symptom Burden (HSB) >15:n=25, Intermediate Symptom Burden (ISB) 10-15: n=14 and Low Symptom Burden (LSB) <10;n=15. Using the LCRI, n=15 were Long COVID+ (LC+) and n=39 were Indeterminate. The primary outcome, T-cell oxidative phosphorylation, did not differ between LC+ and Indeterminate nor by PROMIS scores. BMI and fat mass did not differ but T cell glycolytic activity was greater in those with LC+ vs Indeterminate. Lean mass and femoral BMD trended lower in the HSB vs LSB by both classifications. Prevalence of Type 2 diabetes did not differ by symptom scores, but HOMA-IR was higher and HOMA-B was lower in LC+ vs Indeterminate. SARS-CoV-2 viral RNA was not detectable in subcutaneous adipose tissue biopsies. CD26+ T cell number, and DPP-4 (CD26) activity were higher in the HSB and correlated significantly with symptom scores (r=0.52, p<0.01); plasma cytokines and stimulated T-cell cytokines did not differ by symptom group in either classification. Conclusions: Individuals with Long COVID symptoms show subtle impairments in glucose tolerance, serum leptin, lean mass and enhanced T-cell DPP-4 activity. Participants with Long COVID have subtle changes in glucose metabolism that are not driven by SARS-CoV-2 virus in subcutaneous adipose tissue.

Indexed as

COVID-19SARS-CoV-2Adipose TissueAdultBody CompositionCase-Control StudiesCross-Sectional StudiesFemaleHumansMaleMiddle AgedMitochondriaPhenotypePost-Acute COVID-19 SyndromeSymptom BurdenT-Lymphocytesglucose metabolismglucose metabolism glycolysisglycolysisleptinleptin T cellsT cells

Identifiers

PMID42656834
PMCPMC13508033

What OpenQuestion holds

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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.