Evidence map›Paper›PMID 42896625›Full record

ArticleJournal of cachexia, sarcopenia and muscle2026

Integrated Single-Myofibre Multi-Omics Correlates Inflammatory State to Myosin Energetics in ICU-Acquired Weakness.

Alexandra M Winant, Roger Moreno-Justicia, Lucia Paolini, Wout J Claassen, Coen A C Ottenheijm, Atul S Deshmukh, Stefano Cattaneo, Simone Piva, Nicola Latronico, Robert A E Seaborne and 1 more

Abstract read
In one paragraph

Article in Journal of cachexia, sarcopenia and muscle, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

11 authors.

Alexandra M WinantDepartment of Biomedical Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.ORCID https://orcid.org/0009-0009-8934-1103
Roger Moreno-JusticiaNovo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
Lucia PaoliniDepartment of Medical and Surgical Specialties, Radiological Sciences and Public Health, Università di Brescia, Brescia, Italy.ORCID https://orcid.org/0000-0002-4410-5272
Wout J ClaassenAmsterdam UMC, Location VUmc, Department of Physiology, Amsterdam, the Netherlands.ORCID https://orcid.org/0000-0001-5154-7311
Coen A C OttenheijmAmsterdam UMC, Location VUmc, Department of Physiology, Amsterdam, the Netherlands.ORCID https://orcid.org/0000-0002-8808-4813
Atul S DeshmukhNovo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.ORCID https://orcid.org/0000-0002-2278-1843
Stefano CattaneoASST Spedali Civili di Brescia, ASST Spedali Civili, Dept. of Bone and Joint Surgery, Brescia, Italy.ORCID https://orcid.org/0000-0001-7562-1053
Simone PivaDepartment of Medical and Surgical Specialties, Radiological Sciences and Public Health, Università di Brescia, Brescia, Italy.ORCID https://orcid.org/0000-0002-5483-8007
Nicola LatronicoDepartment of Medical and Surgical Specialties, Radiological Sciences and Public Health, Università di Brescia, Brescia, Italy.ORCID https://orcid.org/0000-0002-2521-5871
Robert A E SeaborneCentre of Human and Applied Physiological Sciences, School of Basic and Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, UK.ORCID https://orcid.org/0000-0003-2491-3747
Julien OchalaDepartment of Biomedical Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.ORCID https://orcid.org/0000-0002-6358-2920

Funding

Lundbeck Foundation R434-2023-311
6 · The paper itself

Abstract

backgroundSkeletal muscle atrophy is a pervasive complication of critical illness that worsens survival and recovery, yet remains poorly explained by current clinical or molecular markers.

methodsTo directly connect disease-associated molecular states to the contractile machinery, this study combined sequential functional, transcriptomic and proteomic profiling of the same single human skeletal myofibres from critically ill patients in the intensive care unit with acquired weakness (ICU-AW) and controls. This integrated approach provides a framework for validating molecular signals directly within the cellular and biomechanical context.

resultsDifferential expression analyses between control and ICU-AW myofibres show marked donor-level heterogeneity, with no differentially expressed features (FDR < 0.05). Ranked gene set enrichment analyses revealed distinct transcriptional and proteomic signatures between conditions, as well as a subtle yet conserved myofibre state enriched in ICU-AW, characterised by inflammatory and chemotactic gene programmes, intracellular structural remodelling and bioenergetic adaptation. Nineteen features were significantly (FDR < 0.05) altered at both RNA and protein levels from the same myofibre. Overall, these 19 overlapping features link an inflammatory transcriptional landscape to a proteomic shift toward mitochondrial and translational machinery, revealing a coordinated stress-adaptation programme with selective post-translational control in fibres from patients with ICU-AW. Further integration with the functional dataset revealed fibres in this state displayed selectively disrupted myosin dynamics, evidenced by prolonged ATP turnover time of myosin heads in their super-relaxed conformation, suggesting altered myosin energetics as a contributor to muscle dysfunction.

conclusionsThese findings define a discrete, disease-associated myofibre state and validate a proof-of-concept integrative single-fibre framework for connecting multi-omic heterogeneity to molecular motor function in complex human disease. The identification of coordinated transcriptomic and proteomic programmes, validated through functional measurement, suggests that targeting this fibre state may offer new therapeutic opportunities in ICU-acquired dysfunction and related muscle disorders.

Indexed as

InflammationMuscle WeaknessMyofibrilsMyosinsAgedCritical IllnessEnergy MetabolismFemaleGene Expression ProfilingHumansIntensive Care UnitsMaleMiddle AgedMultiomicsProteomicsMyosinscritical illnessmulti‐omicsmuscle weaknessmyosin energeticssingle‐fibre analysisskeletal muscle heterogeneity

Identifiers

PMID42896625
PMCPMC13680048

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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.