Evidence map›Paper›PMID 42583239›Full record

ArticleFrontiers in medicine2026

Dynamic muscle loss and metabolic dysregulation in sepsis-associated muscle wasting: an integrated ultrasound and metabolomics study.

Jinlan Ma, Jinyuan Li, Xuepeng Bai, Hanyu Mai, Tao Feng, Jianjun Yang, Huan Ding

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Article in Frontiers in medicine, 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

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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

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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

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No citing paper in PubMed yet.

4 · The record

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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

7 authors.

Jinlan MaDepartment of Critical Medicine, General Hospital of Ningxia Medical University, Yinchuan, China.
Jinyuan LiClinical Medical College of Ningxia Medical University, Yinchuan, China.
Xuepeng BaiCardiovascular Surgery, General Hospital of Ningxia Medical University, Yinchuan, China.
Hanyu MaiClinical Medical College of Ningxia Medical University, Yinchuan, China.
Tao FengNingxia Integrated Traditional Chinese and Western Medicine Hospital, Yinchuan, China.
Jianjun YangSchool of Public Health, Ningxia Medical University, Yinchuan, China.
Huan DingDepartment of Critical Medicine, General Hospital of Ningxia Medical University, Yinchuan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: This study aimed to investigate early changes in the rectus femoris muscle during sepsis-associated muscle wasting (SAMW) and their association with metabolic dysregulation through a dynamic analysis of ultrasound texture features and metabolomics. Methods: In this prospective observational study, adults with sepsis underwent ultrasound of the right rectus femoris on intensive care unit (ICU) days 1, 4, and 7 to measure rectus femoris cross-sectional area (RF-CSA), muscle layer thickness (RF-MLT), and gray-level co-occurrence matrix texture features. Linear mixed-effects models were used to assess group, time, and group-by-time effects, and repeated-measures correlations were used to test longitudinal associations with metabolic/inflammatory biomarkers. Untargeted metabolomics was performed in the SAMW subgroup. Results: Of the 751 patients screened, 60 were included, and 16 (26.7%) developed SAMW. A significant group-by-time interaction was observed only for RF-CSA ( Conclusion: Although systemic inflammation gradually decreased during the first week of ICU stay in patients with sepsis, those who developed SAMW showed persistent loss of muscle mass associated with metabolic dysregulation. Clinical trial registration: The study was registered at ClinicalTrials.gov (registration no.: ChiCTR2400092420).

Indexed as

bedside ultrasonographymetabolomicsrectus femorissepsis-associated muscle wastingtexture features

Identifiers

PMID42583239
PMCPMC13459100

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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.