Evidence map›Paper›PMID 42541313›Full record

ArticleEClinicalMedicine2026

Multi-organ structural and functional deficits in association with long COVID: a population-based case-control study.

Alba Fernández-Sanlés, Lucy J Goudswaard, Dylan M Williams, Betty Raman, Ellen J Thompson, Michele Orini, Siana Jones, Alexandra Jamieson, Lee Hamill Howes, Andrew Wong and 16 more

Abstract read
In one paragraph

Article in EClinicalMedicine, 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

26 authors.

Alba Fernández-SanlésUnit for Lifelong Health and Ageing, Institute of Cardiovascular Science, University College London, UK.
Lucy J GoudswaardMRC Integrative Epidemiology Unit at the University of Bristol, UK.
Dylan M WilliamsUnit for Lifelong Health and Ageing, Institute of Cardiovascular Science, University College London, UK.
Betty RamanDivision of Cardiovascular Medicine, Radcliffe Department of Medicine, National Institute for Health Research (NIHR) Oxford Biomedical Research Centre (BRC), University of Oxford, UK.
Ellen J ThompsonDepartment of Twin Research and Genetic Epidemiology, School of Life Course & Population Sciences, King's College London, London, UK.
Michele OriniUnit for Lifelong Health and Ageing, Institute of Cardiovascular Science, University College London, UK.
Siana JonesUnit for Lifelong Health and Ageing, Institute of Cardiovascular Science, University College London, UK.
Alexandra JamiesonUnit for Lifelong Health and Ageing, Institute of Cardiovascular Science, University College London, UK.
Lee Hamill HowesUnit for Lifelong Health and Ageing, Institute of Cardiovascular Science, University College London, UK.
Andrew WongUnit for Lifelong Health and Ageing, Institute of Cardiovascular Science, University College London, UK.
Vedika HandaDivision of Cardiovascular Medicine, Radcliffe Department of Medicine, National Institute for Health Research (NIHR) Oxford Biomedical Research Centre (BRC), University of Oxford, UK.
Carole H SudreUnit for Lifelong Health and Ageing, Institute of Cardiovascular Science, University College London, UK.
Laura C SaundersDepartment of Twin Research and Genetic Epidemiology, School of Life Course & Population Sciences, King's College London, London, UK.
Nathan CheethamDepartment of Twin Research and Genetic Epidemiology, School of Life Course & Population Sciences, King's College London, London, UK.
Alex WhitmarshMRC Integrative Epidemiology Unit at the University of Bristol, UK.
Mary Ní LochlainnDepartment of Twin Research and Genetic Epidemiology, School of Life Course & Population Sciences, King's College London, London, UK.
Jim WildDivision of Clinical Medicine, School of Medicine & Population Health, University of Sheffield, UK.
Stephen M SmithFMRIB, Nuffield Department of Clinical Neurosciences, Oxford University, Oxford, UK.
Stefan PiechnikDivision of Cardiovascular Medicine, Radcliffe Department of Medicine, National Institute for Health Research (NIHR) Oxford Biomedical Research Centre (BRC), University of Oxford, UK.
Stefan NeubauerDivision of Cardiovascular Medicine, Radcliffe Department of Medicine, National Institute for Health Research (NIHR) Oxford Biomedical Research Centre (BRC), University of Oxford, UK.
Claire J StevesDepartment of Twin Research and Genetic Epidemiology, School of Life Course & Population Sciences, King's College London, London, UK.
Nicholas J TimpsonMRC Integrative Epidemiology Unit at the University of Bristol, UK.
Nish ChaturvediUnit for Lifelong Health and Ageing, Institute of Cardiovascular Science, University College London, UK.
Alun D HughesUnit for Lifelong Health and Ageing, Institute of Cardiovascular Science, University College London, UK.
CONVALESCENCE study collaborativej
CONVALESCENCE study collaborative

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Multi-system impacts of long COVID remain unknown. We aimed to compare multi-system deficits between people with long COVID and controls. Methods: We conducted a case-control study and recruited participants from two UK population-based cohorts: the Avon Longitudinal Study of Parents and Children (ALSPAC) and TwinsUK. Participants provided samples for SARS-CoV-2 serology between 2020 and 2021 and were asked about duration of COVID-19 symptoms between July and December 2021. Cases had long COVID (evidence of COVID-19 infection and persistent symptoms ≥4 weeks post infection); controls comprised 3 groups: acute COVID-19 only (symptoms reported for <4 weeks) and serological evidence of infection; self-reported long COVID-like symptoms but without wild-type SARS-CoV-2 virus antibodies; no symptoms or history of COVID-19 infection. People who were severely unwell or pregnant were excluded. Participants attended a clinic follow-up visit between 2021 and 2023 and underwent multi-system MRI, (cardiac, brain, lung, kidney), measurement of blood pressure and autonomic function, spirometry, renal function, exercise tests, strength and physical capability. Severity of deficit was then scored for each system as 0 (none) to 3 (severe). Primary outcome was a single composite multi-domain score summing each of nine domains: autonomic, brain, exercise capacity, heart, lungs, physical, renal, strength and vascular, with a maximum score of 27. Findings: In total, 349 participants, 141 with long COVID (40%) and 208 (60%) controls were recruited. Overall deficit score in cases was 0.22 (95% CI -0.44, 0.88) units greater than controls, adjusted for age, sex, ethnicity, cohort membership and relatedness. This estimate was little changed (0.32 (-0.34, 0.98)) when additionally adjusted for educational status, index of multiple deprivation, physical activity, smoking and co-morbidity. Restricting cases to those reporting symptoms including fatigue (n = 46) increased the excess deficit score to 0.81 (-0.19, 1.81) units in the minimally adjusted model. A difference was only observed in the vascular domain, largely attributable to elevated blood pressure, showing a 1.76 (1.04, 2.97) multivariable adjusted odds ratio excess in cases, and 3.04 (1.36, 6.80) when restricted to cases with fatigue. Interpretation: There was no evidence of marked residual subclinical deficits in most systems in people with long-COVID, although there was evidence of persistent deficits in the vascular system, largely related to elevated blood pressure. Mechanisms unrelated to organ dysfunction may contribute to symptoms. Blood pressure measurement and control should be included in clinical follow-up. Funding: Jointly funded by the National Institute for Health and Care Research and UK Research and Innovation (CONVALESCENCE, COV-LT-0009, MC_PC_20051).

Indexed as

AutonomicBrainCardiovascularExerciseLong-COVID-19LungMagnetic resonance imagingMuscular

Identifiers

PMID42541313
PMCPMC13427505

What Socratic holds

Textmetadata
LicenceCC BY
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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.