Evidence map›Paper›PMID 42830734›Full record

ArticleJournal of cachexia, sarcopenia and muscle2026

Surface Electromyographic Characteristics of Lower Limb Muscles in Frail Older Adults With Cardiovascular Disease: A Case-Control Study.

Pingping Huang, Shiqi Chen, Linjing Wu, Jiahua Li, Rongxiang Zhang, Shufen Liu, Yuan Chen

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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1 · What the graph read from it

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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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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Pingping HuangDepartment of Nursing, Xiamen Cardiovascular Hospital of Xiamen University, School of Medicine, Fujian Branch of National Clinical Research Center for Cardiovascular Diseases, Xiamen, China.
Shiqi ChenSchool of Nursing, Fujian University of Traditional Chinese Medicine, Fuzhou, China.
Linjing WuDepartment of Nursing, Xiamen Cardiovascular Hospital of Xiamen University, School of Medicine, Fujian Branch of National Clinical Research Center for Cardiovascular Diseases, Xiamen, China.
Jiahua LiDepartment of Cardiology, Xiamen Cardiovascular Hospital of Xiamen University, School of Medicine, Fujian Branch of National Clinical Research Center for Cardiovascular Diseases, Xiamen, China.
Rongxiang ZhangDepartment of Nursing, Xiamen Cardiovascular Hospital of Xiamen University, School of Medicine, Fujian Branch of National Clinical Research Center for Cardiovascular Diseases, Xiamen, China.
Shufen LiuDepartment of Cardiology, Xiamen Cardiovascular Hospital of Xiamen University, School of Medicine, Fujian Branch of National Clinical Research Center for Cardiovascular Diseases, Xiamen, China.
Yuan ChenDepartment of Nursing, Xiamen Cardiovascular Hospital of Xiamen University, School of Medicine, Fujian Branch of National Clinical Research Center for Cardiovascular Diseases, Xiamen, China.

Funding

Chinese Nursing Association ZHKY202313
6 · The paper itself

Abstract

backgroundFrailty predicts poor outcomes in older adults with cardiovascular disease (CVD) and is closely related to neuromuscular dysfunction. Lower limb surface electromyography (sEMG) during walking may capture frailty-related motor alterations, but its characteristics and discriminative value in older adults with CVD remain unclear. This study aimed to compare lower limb sEMG features between frail and nonfrail older adults with CVD and evaluate their ability to identify frailty.

methodsThis case-control study included 150 older adults with CVD (75 frail, 75 nonfrail; 80 men, 70 women). Frailty was defined using the Fried frailty phenotype. Wireless sEMG signals were recorded bilaterally from the rectus femoris, semitendinosus, tibialis anterior and medial gastrocnemius during a standardized 10-m walk test. Time-domain parameters, frequency-domain parameters, symmetry indices, contribution ratios and activation-sequence rank were compared with false-discovery-rate correction. Binary logistic regression and receiver operating characteristic (ROC) analysis were used to identify factors independently associated with frailty and evaluate discriminative performance.

resultsFrail participants were older (76.04 ± 7.57 vs. 68.55 ± 6.09 years), more frequently exposed to polypharmacy (93.33% vs 70.67%), required longer to complete the 10-m walk test (13.34 ± 3.23 vs. 9.44 ± 1.21 s) and had lower Tinetti Performance-Oriented Mobility Assessment (POMA) scores (21.51 ± 4.27 vs. 27.59 ± 0.92; all p < 0.001). The frail group showed higher median integrated EMG (IEMG) of the left semitendinosus (534.4 [451.3, 680.7] vs. 455.5 [384.5, 542.0] μV·s, FDR-adjusted p = 0.0084) and higher activation-sequence rank of the left rectus femoris (4.333 [3.000, 5.667] vs. 3.333 [2.333, 4.333], FDR-adjusted p = 0.0404). In the frequency domain, median frequency (MF) was higher in the right rectus femoris, bilateral tibialis anterior and right medial gastrocnemius, whereas mean power frequency (MPF) was higher in six muscles (all FDR-adjusted p < 0.05). In multivariable analysis, MF of the right rectus femoris (OR = 1.067, 95% CI 1.003-1.135, p = 0.038), MF of the right medial gastrocnemius (OR = 1.054, 95% CI 1.009-1.102, p = 0.019), activation-sequence rank of the right tibialis anterior (OR = 0.640, 95% CI 0.448-0.914, p = 0.014), age (OR = 1.128, 95% CI 1.044-1.218, p = 0.002) and Tinetti POMA score (OR = 0.784, 95% CI 0.669-0.918, p = 0.003) were independently associated with frailty. The sEMG + age model achieved an area under the curve (AUC) of 0.8418 (sensitivity = 0.8933; specificity = 0.6400), approaching the full model including Tinetti POMA score (AUC = 0.8740; sensitivity = 0.9200; specificity = 0.7067).

conclusionsLower limb sEMG features during walking were independently associated with frailty in older adults with CVD. The simplified sEMG + age model showed good discriminative performance and may provide candidate objective markers to complement conventional frailty assessment.

Indexed as

Cardiovascular DiseasesElectromyographyFrail ElderlyFrailtyLower ExtremityMuscle, SkeletalAgedAged, 80 and overCase-Control StudiesFemaleHumansMalecardiovascular diseasefrailtylower limbolder adultssurface electromyographic (sEMG)

Identifiers

PMID42830734
PMCPMC13635801

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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.