Evidence map›Paper›PMID 41630081›Full record

ArticleEuropean journal of medical research2026

Muscle mass in critically ill patients: analysis using ultrasound, traditional bioelectrical impedance analysis, and wearable devices: a prospective observational study.

Soyun Kim, Da Hyun Kang, Green Hong, Duk Ki Kim, Ye-Rin Ju, Song I Lee

Abstract read
In one paragraph

Article in European journal of medical research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

6 authors.

Soyun KimDepartment of Pulmonary and Critical Care Medicine, Chungnam National University School of Medicine, Chungnam National University Hospital, 282 Munhwa-Ro, Jung-Gu, Daejeon, 35015, Republic of Korea.
Da Hyun KangDepartment of Pulmonary and Critical Care Medicine, Chungnam National University School of Medicine, Chungnam National University Hospital, 282 Munhwa-Ro, Jung-Gu, Daejeon, 35015, Republic of Korea.
Green HongDepartment of Pulmonary and Critical Care Medicine, Chungnam National University School of Medicine, Chungnam National University Hospital, 282 Munhwa-Ro, Jung-Gu, Daejeon, 35015, Republic of Korea.
Duk Ki KimDepartment of Pulmonary and Critical Care Medicine, Chungnam National University School of Medicine, Chungnam National University Hospital, 282 Munhwa-Ro, Jung-Gu, Daejeon, 35015, Republic of Korea.
Ye-Rin JuDepartment of Pulmonary and Critical Care Medicine, Chungnam National University School of Medicine, Chungnam National University Hospital, 282 Munhwa-Ro, Jung-Gu, Daejeon, 35015, Republic of Korea.
Song I LeeDepartment of Pulmonary and Critical Care Medicine, Chungnam National University School of Medicine, Chungnam National University Hospital, 282 Munhwa-Ro, Jung-Gu, Daejeon, 35015, Republic of Korea. newcomet01@naver.com.

Funding

Chungnam National University Hospital Research Fund 2021-CF-038
6 · The paper itself

Abstract

backgroundAccurate muscle mass assessment is essential in critical care, but no consensus exists on the optimal method because of invasiveness and limited feasibility in immobile patients. We evaluated the effectiveness of non-invasive and easily applicable ultrasound, traditional bioelectrical impedance analysis (BIA), and wearable technology in this context.

methodsWe recruited patients who stayed in the intensive care unit (ICU) for at least 7 days. Muscle mass was assessed at three time points: within 48 h of admission and on days 7 and 14 after admission.

resultsWe analyzed the data of 53 patients (age: 71.8 ± 11.3 years; length of ICU stay: 10 days). Their muscle mass significantly declined during their ICU stay. The rectus femoris (RF) muscle thickness declined by day 7 and declined further by day 14 (89.7% of initial value). The total anterior thigh muscle thickness and cross-sectional area (CSA) of the RF showed a similar trend. The traditional BIA device reflected a decrease in skeletal muscle mass to 96.2% and 91.8% on day 7 and 14, respectively, while wearable device assessment showed a modest decline to 95% and 89.2% on day 7 and 14, respectively. The groups experiencing weaning failure, death, or discharge to a facility other than home exhibited a higher percentage decline in muscle mass compared with the groups experiencing weaning success, survival, or discharge to home, respectively.

conclusionsUltrasound is a reliable method for monitoring muscle atrophy in critically ill patients, demonstrating a consistent decrease in muscle mass. The outcomes of traditional BIA and wearable devices suggest that careful consideration of their interpretations is necessary. Utilizing these tools may be valuable for assessing patient prognosis and facilitating more proactive interventions for patients experiencing muscle loss.

Indexed as

Bioelectrical impedance analysisCritically ill patientsGalaxy watchMuscle massUltrasoundWearable devices

Identifiers

PMID41630081
PMCPMC12879481

What OpenQuestion 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 OpenQuestion graph.