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Peer-reviewedCC BYFrontiers in cardiovascular medicine

Circulating musclin as a potential prognostic biomarker for major adverse cardiovascular events in surgically treated acute aortic dissection: a retrospective cohort study.

4 affiliations
  1. 1Department of Cardiac Surgery, The First Hospital of Hebei Medical University, Shijiazhuang, Hebei, China.
  2. 2School of Nursing, Hebei Medical University, Shijiazhuang, Hebei, China.
  3. 3Endoscopy Center, The First Hospital of Hebei Medical University, Shijiazhuang, Hebei, China.
  4. 4Department of Thoracic Surgery, The First Hospital of Hebei Medical University, Shijiazhuang, Hebei, China.

Abstract

Background

Musclin is a skeletal muscle-derived myokine with reported cardioprotective effects; however, its prognostic relevance in acute aortic dissection (AAD) remains uncertain. This study examined whether admission Musclin levels were associated with postoperative major adverse cardiovascular events (MACE) and whether they added prognostic information beyond conventional clinical indicators.Methods

We retrospectively enrolled 108 surgically treated AAD patients from 2022 to 2023. Musclin levels were measured by ELISA in residual serum samples collected at admission. The primary endpoint was composite MACE. Kaplan-Meier survival analysis, multivariate Cox regression, time-dependent ROC, IDI and NRI were used to evaluate the predictive and incremental value of Musclin.Results

During 400-day follow-up, 36 patients (33.3%) developed MACE. The CART-derived optimal Musclin cutoff was 4.815 ng/mL. Kaplan-Meier analysis showed that low Musclin group had significantly higher MACE cumulative incidence than high Musclin group (48.2% vs. 17.3%, log-rank P < 0.001). Multivariate Cox regression confirmed circulating Musclin associated with a lower risk of MACE (HR = 0.314, 95%CI: 0.104-0.943, P = 0.039). Time-dependent AUC analysis demonstrated that the combined model incorporating Musclin (model 2) achieved superior AUC compared with the clinical model (model 1). Even at the 250-day time point, where the incremental gain (ΔAUC) was minimal, the combined model still exhibited significantly better discriminative performance (0.876 vs. 0.837, DeLong P = 0.013). At the 250-day landmark, IDI was 0.153 (95%CI: 0.018-0.286, P = 0.012) and overall NRI was 0.167 (95%CI: 0.003-0.336, P = 0.044), with event-specific NRI reaching 0.361 (P = 0.012). Sensitivity analyses yielded directionally consistent associations when Musclin was analyzed using the cohort median or as a continuous variable.Conclusions

In this single-center retrospective cohort, lower admission Musclin was associated with a higher risk of postoperative MACE. Musclin may be a severity-related biomarker that could complement conventional risk indicators, but its independent clinical utility, optimal threshold, and role in risk stratification require prospective multicenter validation with comprehensive perioperative adjustment before clinical use.

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BibTeX
@article{liu2026circulating,
  title = {{Circulating musclin as a potential prognostic biomarker for major adverse cardiovascular events in surgically treated acute aortic dissection: a retrospective cohort study.}},
  author = {Jia Liu and Zhihui Liu and Liang Guo and Zhiyuan Wang and Jinfang Wu and Xiaobing Li and Huijun Zhang and Huining Liu},
  journal = {Frontiers in cardiovascular medicine},
  year = {2026},
  month = oct,
  doi = {10.3389/fcvm.2026.1953235},
  url = {https://europepmc.org/article/MED/42898212},
  note = {CC BY},
}
RIS
TY  - JOUR
TI  - Circulating musclin as a potential prognostic biomarker for major adverse cardiovascular events in surgically treated acute aortic dissection: a retrospective cohort study.
AU  - Jia Liu
AU  - Zhihui Liu
AU  - Liang Guo
AU  - Zhiyuan Wang
AU  - Jinfang Wu
AU  - Xiaobing Li
AU  - Huijun Zhang
AU  - Huining Liu
PY  - 2026
DA  - 2026/10/05
JO  - Frontiers in cardiovascular medicine
DO  - 10.3389/fcvm.2026.1953235
UR  - https://europepmc.org/article/MED/42898212
AB  - Background  Musclin is a skeletal muscle-derived myokine with reported cardioprotective effects; however, its prognostic relevance in acute aortic dissection (AAD) remains uncertain. This study examined whether admission Musclin levels were associated with postoperative major adverse cardiovascular events (MACE) and whether they added prognostic information beyond conventional clinical indicators.Methods  We retrospectively enrolled 108 surgically treated AAD patients from 2022 to 2023. Musclin levels were measured by ELISA in residual serum samples collected at admission. The primary endpoint was composite MACE. Kaplan-Meier survival analysis, multivariate Cox regression, time-dependent ROC, IDI and NRI were used to evaluate the predictive and incremental value of Musclin.Results  During 400-day follow-up, 36 patients (33.3%) developed MACE. The CART-derived optimal Musclin cutoff was 4.815 ng/mL. Kaplan-Meier analysis showed that low Musclin group had significantly higher MACE cumulative incidence than high Musclin group (48.2% vs. 17.3%, log-rank P < 0.001). Multivariate Cox regression confirmed circulating Musclin associated with a lower risk of MACE (HR = 0.314, 95%CI: 0.104-0.943, P = 0.039). Time-dependent AUC analysis demonstrated that the combined model incorporating Musclin (model 2) achieved superior AUC compared with the clinical model (model 1). Even at the 250-day time point, where the incremental gain (ΔAUC) was minimal, the combined model still exhibited significantly better discriminative performance (0.876 vs. 0.837, DeLong P = 0.013). At the 250-day landmark, IDI was 0.153 (95%CI: 0.018-0.286, P = 0.012) and overall NRI was 0.167 (95%CI: 0.003-0.336, P = 0.044), with event-specific NRI reaching 0.361 (P = 0.012). Sensitivity analyses yielded directionally consistent associations when Musclin was analyzed using the cohort median or as a continuous variable.Conclusions  In this single-center retrospective cohort, lower admission Musclin was associated with a higher risk of postoperative MACE. Musclin may be a severity-related biomarker that could complement conventional risk indicators, but its independent clinical utility, optimal threshold, and role in risk stratification require prospective multicenter validation with comprehensive perioperative adjustment before clinical use.
SN  - 2297-055X
ER  -