Evidence map›Paper›PMID 42104271›Full record

Observational studyBMC cardiovascular disorders2026

Nomogram-based prediction of postoperative kinesiophobia in patients with coronary heart disease.

Li-Na Luo, Chun-Fei Li

Abstract readObservational Study
In one paragraph

Observational study in BMC cardiovascular disorders, 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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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

2 authors.

Li-Na LuoDepartment of Cardiology, Guoyang County People's Hospital, Emergency Center, South Xiangyang Road, Chengguan Town, Guoyang County, Bozhou City, Anhui Province, 233600, China. 1874020234@qq.com.
Chun-Fei LiDepartment of Cardiology, Guoyang County People's Hospital, Emergency Center, South Xiangyang Road, Chengguan Town, Guoyang County, Bozhou City, Anhui Province, 233600, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveThis study aimed to identify the factors influencing postoperative kinesiophobia in patients with coronary heart disease (CHD) and to develop a risk nomogram model to assist in preliminary clinical risk assessment.

methodsA prospective observational study was conducted among 225 patients with CHD who underwent surgical interventions (such as coronary angiography, percutaneous transluminal coronary angioplasty, or intracoronary stenting) at a tertiary general hospital in Anhui Province between January and December 2025. Participants were selected using a convenience sampling method. The Chinese version of the Tampa Scale for Kinesiophobia-Heart (TSK-SV Heart) was employed to evaluate the levels of kinesiophobia. Patients were categorized into two groups: the kinesiophobia group (≥ 37 points) and the non-kinesiophobia group (< 37 points). LASSO regression was utilized for variable selection, while multivariate logistic regression analysis was performed to identify independent factors influencing kinesiophobia and to construct a nomogram. The model's discrimination, accuracy, and potential clinical utility were assessed using receiver operating characteristic (ROC), calibration, and decision curve analysis (DCA). Internal validation was performed through 10-fold cross-validation and bootstrap resampling (1000 iterations).

resultsOf the 225 patients included, 136 individuals (60.44%) exhibited postoperative kinesiophobia. Multivariate logistic regression identified hypertension (OR = 3.336), cerebrovascular disease (OR = 5.695), and pain score (OR = 2.350) as independent risk factors. Conversely, higher scores on the Herth Hope Index (HHI) (OR = 0.897) and the Family Care Index (APGAR) (OR = 0.792) were independent protective factors. The model demonstrated an area under the curve (AUC) of 0.798 (95% CI: 0.740-0.855), with a calibration curve indicating strong concordance between predicted probabilities and observed outcomes (P = 0.477). Internal validation yielded a mean cross-validated AUC of 0.785 and a bootstrap-validated C-statistic of 0.781. DCA showed that the model offered a net benefit within a threshold probability range of 0.22 to 0.94.

conclusionPostoperative kinesiophobia is prevalent among patients with CHD. The developed nomogram exhibited robust internal predictive performance and potential clinical utility. In the absence of external validation, this model should be considered exploratory and hypothesis-generating, serving as a scientific basis to assist healthcare professionals in the early identification of high-risk patients, facilitating targeted interventions to enhance pain management, hope and family support. However, further multicenter studies are required for external validation.

Indexed as

Cardiac Surgical ProceduresCoronary DiseaseDecision Support TechniquesKinesiophobiaNomogramsPercutaneous Coronary InterventionAgedChinaFemaleHumansMaleMiddle AgedPredictive Value of TestsProspective StudiesReproducibility of ResultsRisk AssessmentCoronary heart diseaseKinesiophobiaNomogramPrediction modelRisk factors

Identifiers

PMID42104271
PMCPMC13330247

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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.