Contralateral-controlled thigh muscle biomarkers on CT angiography for prediction of 1-year restenosis after endovascular therapy for unilateral peripheral artery disease
Abstract
Objective: To develop and internally validate a model using contralateral-controlled thigh muscle biomarkers, measured on routine computed tomography angiography (CTA), to predict clinically driven, DSA-confirmed 1-year restenosis after endovascular therapy for unilateral peripheral artery disease (PAD).
Materials and methods: In this retrospective cohort study, 378 patients with unilateral PAD undergoing endovascular therapy and having baseline and 1-year follow-up CTA were included. Mid-thigh skeletal muscle cross-sectional area and whole-thigh muscle volume were quantified bilaterally with semi-automated software. Contralateral-controlled biomarkers (affected minus contralateral) were derived to isolate limb-specific ischemic effects. The primary endpoint was clinically driven 1-year restenosis (≥ 50%) confirmed by DSA.
Results: Among 378 patients, 162 (43%) developed restenosis at a median follow-up of 12.5 months. Contralateral-controlled muscle asymmetry was independently associated with restenosis after adjustment for lesion length, baseline stenosis degree, Fontaine stage, disease duration, and TASC II classification (OR 1.43, 95% CI: 1.08–1.89, p = 0.01). Adding muscle asymmetry to a severity-only model improved discrimination from AUC 0.76 to 0.79 (DeLong p = 0.04). A baseline predictive model combining lesion length and muscle asymmetry achieved AUC 0.74; a full explanatory model incorporating longitudinal muscle changes reached AUC 0.88, with the greatest net benefit on decision curve analysis.
Conclusion: Thigh muscle biomarkers, acquired opportunistically from routine CTA scans, improved the prediction of 1-year restenosis after endovascular therapy and may support targeted surveillance in patients with unilateral PAD.
Key Points: Question Can contralateral-controlled thigh muscle biomarkers on routine CT angiography improve the prediction of 1-year restenosis after endovascular therapy for unilateral peripheral artery disease?
Findings In 378 PAD patients, baseline contralateral thigh muscle asymmetry independently predicted clinically driven, DSA-confirmed restenosis and improved AUC from 0.76 to 0.79.
Critical relevance statement Opportunistic contralateral-controlled thigh muscle analysis on routine CT angiography provides a no-cost imaging biomarker that refines post-endovascular restenosis risk stratification, supporting targeted angiographic surveillance and advancing personalized vascular imaging practice in peripheral artery disease.
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BibTeX
@article{lin2026contralateralcontrolled,
title = {{Contralateral-controlled thigh muscle biomarkers on CT angiography for prediction of 1-year restenosis after endovascular therapy for unilateral peripheral artery disease}},
author = {Shuangxiang Lin and Xinhong Wang and Yifeng Pan and Libing Zhang and Jianzhong Sun and Bing Chen},
journal = {Insights into Imaging},
year = {2026},
month = oct,
doi = {10.1186/s13244-026-02407-0},
url = {https://link.springer.com/10.1186/s13244-026-02407-0},
note = {CC BY 4.0},
}
RIS
TY - JOUR
TI - Contralateral-controlled thigh muscle biomarkers on CT angiography for prediction of 1-year restenosis after endovascular therapy for unilateral peripheral artery disease
AU - Shuangxiang Lin
AU - Xinhong Wang
AU - Yifeng Pan
AU - Libing Zhang
AU - Jianzhong Sun
AU - Bing Chen
PY - 2026
DA - 2026/10/07
JO - Insights into Imaging
DO - 10.1186/s13244-026-02407-0
UR - https://link.springer.com/10.1186/s13244-026-02407-0
AB - Objective: To develop and internally validate a model using contralateral-controlled thigh muscle biomarkers, measured on routine computed tomography angiography (CTA), to predict clinically driven, DSA-confirmed 1-year restenosis after endovascular therapy for unilateral peripheral artery disease (PAD). Materials and methods: In this retrospective cohort study, 378 patients with unilateral PAD undergoing endovascular therapy and having baseline and 1-year follow-up CTA were included. Mid-thigh skeletal muscle cross-sectional area and whole-thigh muscle volume were quantified bilaterally with semi-automated software. Contralateral-controlled biomarkers (affected minus contralateral) were derived to isolate limb-specific ischemic effects. The primary endpoint was clinically driven 1-year restenosis (≥ 50%) confirmed by DSA. Results: Among 378 patients, 162 (43%) developed restenosis at a median follow-up of 12.5 months. Contralateral-controlled muscle asymmetry was independently associated with restenosis after adjustment for lesion length, baseline stenosis degree, Fontaine stage, disease duration, and TASC II classification (OR 1.43, 95% CI: 1.08–1.89, p = 0.01). Adding muscle asymmetry to a severity-only model improved discrimination from AUC 0.76 to 0.79 (DeLong p = 0.04). A baseline predictive model combining lesion length and muscle asymmetry achieved AUC 0.74; a full explanatory model incorporating longitudinal muscle changes reached AUC 0.88, with the greatest net benefit on decision curve analysis. Conclusion: Thigh muscle biomarkers, acquired opportunistically from routine CTA scans, improved the prediction of 1-year restenosis after endovascular therapy and may support targeted surveillance in patients with unilateral PAD. Key Points: Question Can contralateral-controlled thigh muscle biomarkers on routine CT angiography improve the prediction of 1-year restenosis after endovascular therapy for unilateral peripheral artery disease? Findings In 378 PAD patients, baseline contralateral thigh muscle asymmetry independently predicted clinically driven, DSA-confirmed restenosis and improved AUC from 0.76 to 0.79. Critical relevance statement Opportunistic contralateral-controlled thigh muscle analysis on routine CT angiography provides a no-cost imaging biomarker that refines post-endovascular restenosis risk stratification, supporting targeted angiographic surveillance and advancing personalized vascular imaging practice in peripheral artery disease.
SN - 1869-4101
ER -