基于图的冠心病患者术后运动恐惧症预测。

IF 2.3 3区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS
Li-Na Luo, Chun-Fei Li
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引用次数: 0

摘要

目的:探讨冠心病(CHD)患者术后运动恐惧症的影响因素,建立冠心病患者术后运动恐惧症的风险图模型,为初步临床风险评估提供依据。方法:对2025年1月至12月在安徽省某三级综合医院行手术干预(如冠状动脉造影、经皮冠状动脉腔内成形术或冠状动脉内支架植入术)的225例冠心病患者进行前瞻性观察研究。参与者的选择采用方便的抽样方法。采用中文版的坦帕运动恐惧症量表(TSK-SV Heart)评估运动恐惧症水平。患者被分为两组:运动恐惧症组(≥37分)和非运动恐惧症组(结果:225例患者中,136例(60.44%)表现出术后运动恐惧症。多因素logistic回归发现高血压(OR = 3.336)、脑血管疾病(OR = 5.695)和疼痛评分(OR = 2.350)为独立危险因素。相反,较高的赫斯希望指数(HHI) (OR = 0.897)和家庭护理指数(APGAR) (OR = 0.792)是独立的保护因素。该模型显示曲线下面积(AUC)为0.798 (95% CI: 0.740-0.855),校准曲线表明预测概率与观测结果之间具有很强的一致性(P = 0.477)。内部验证的平均交叉验证AUC为0.785,bootstrap验证的c统计量为0.781。DCA表明,该模型在0.22至0.94的阈值概率范围内提供净效益。结论:冠心病患者术后运动恐惧症普遍存在。开发的nomogram显示出强大的内部预测性能和潜在的临床应用。在缺乏外部验证的情况下,该模型应被视为探索性和假设生成,可作为科学基础,帮助医护人员早期识别高危患者,促进有针对性的干预,以加强疼痛管理,希望和家庭支持。然而,需要进一步的多中心研究来进行外部验证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Nomogram-based prediction of postoperative kinesiophobia in patients with coronary heart disease.

Objective: This 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.

Methods: A 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).

Results: Of 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.

Conclusion: Postoperative 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.

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来源期刊
BMC Cardiovascular Disorders
BMC Cardiovascular Disorders CARDIAC & CARDIOVASCULAR SYSTEMS-
CiteScore
3.50
自引率
0.00%
发文量
480
审稿时长
1 months
期刊介绍: BMC Cardiovascular Disorders is an open access, peer-reviewed journal that considers articles on all aspects of the prevention, diagnosis and management of disorders of the heart and circulatory system, as well as related molecular and cell biology, genetics, pathophysiology, epidemiology, and controlled trials.
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