Suppr超能文献

心理社会和社会经济因素是预测跛行患者健康状况的最重要因素。

Psychosocial and socioeconomic factors are most predictive of health status in patients with claudication.

机构信息

Vascular Medicine Outcomes (VAMOS) Program, Section of Cardiology, Department of Internal Medicine, Yale University, New Haven, CT.

Saint Luke's Mid America Heart Institute, Kansas City, MO; Departments of Biomedical and Health Informatics and Internal Medicine, Section of Cardiovascular Disease, University of Missouri-Kansas City, Kansas City, MO.

出版信息

J Vasc Surg. 2024 Jun;79(6):1473-1482.e5. doi: 10.1016/j.jvs.2024.01.021. Epub 2024 Jan 22.

Abstract

BACKGROUND

As a key treatment goal for patients with symptomatic peripheral artery disease (PAD), improving health status has also become an important end point for clinical trials and performance-based care. An understanding of patient factors associated with 1-year PAD health status is lacking in patients with PAD.

METHODS

The health status of 1073 consecutive patients with symptomatic PAD in the international multicenter PORTRAIT (Patient-Centered Outcomes Related to Treatment Practices in Peripheral Arterial Disease: Investigating Trajectories) registry was measured at baseline and 1 year with the Peripheral Artery Questionnaire (PAQ). The association of 47 patient characteristics with 1-year PAQ scores was assessed using a random forest algorithm. Variables of clinical significance were retained and included in a hierarchical multivariable linear regression model predicting 1-year PAQ summary scores.

RESULTS

The mean age of patients was 67.7 ± 9.3 years, and 37% were female. Variables with the highest importance ranking in predicting 1-year PAQ summary score were baseline PAQ summary score, Patient Health Questionnaire-8 depression score, Generalized Anxiety Disorder-2 anxiety score, new onset symptom presentation, insurance status, current or prior diagnosis of depression, low social support, initial invasive treatment, duration of symptoms, and race. The addition of 19 clinical variables in an extended model marginally improved the explained variance in 1-year health status (from R 0.312 to 0.335).

CONCLUSIONS

Patients' 1-year PAD-specific health status, as measured by the PAQ, can be predicted from 10 mostly psychosocial and socioeconomic patient characteristics including depression, anxiety, insurance status, social support, and symptoms. These characteristics should be validated and tested in other PAD cohorts so that this model can inform risk adjustment and prediction of PAD health status in comparative effectiveness research and performance-based care.

摘要

背景

改善健康状况已成为有症状外周动脉疾病(PAD)患者的关键治疗目标,也成为临床试验和基于绩效的护理的重要终点。目前尚缺乏有关 PAD 患者与 1 年 PAD 健康状况相关的患者因素的认识。

方法

国际多中心 PORTRAIT(与外周动脉疾病治疗实践相关的患者为中心的结局:探索轨迹)注册研究中连续纳入了 1073 例有症状 PAD 患者,在基线和 1 年时采用外周动脉问卷(PAQ)测量健康状况。采用随机森林算法评估 47 项患者特征与 1 年 PAQ 评分的相关性。保留有临床意义的变量,并将其纳入预测 1 年 PAQ 综合评分的分层多变量线性回归模型。

结果

患者的平均年龄为 67.7±9.3 岁,37%为女性。预测 1 年 PAQ 综合评分的变量中,重要性排名最高的是基线 PAQ 综合评分、患者健康问卷-8 抑郁评分、广泛性焦虑障碍-2 焦虑评分、新发症状、保险状况、当前或既往抑郁诊断、社会支持低、初始侵入性治疗、症状持续时间和种族。在扩展模型中加入 19 个临床变量后,1 年健康状况的解释方差略有增加(从 R 0.312 增加到 0.335)。

结论

通过 PAQ 测量的患者 1 年 PAD 特定健康状况可以根据 10 项主要的心理社会和社会经济患者特征进行预测,包括抑郁、焦虑、保险状况、社会支持和症状。这些特征应在其他 PAD 队列中进行验证和测试,以便该模型能够为比较有效性研究和基于绩效的护理中 PAD 健康状况的风险调整和预测提供信息。

相似文献

1
Psychosocial and socioeconomic factors are most predictive of health status in patients with claudication.
J Vasc Surg. 2024 Jun;79(6):1473-1482.e5. doi: 10.1016/j.jvs.2024.01.021. Epub 2024 Jan 22.
2
Level of disease and association with health status in patients presenting with claudication from the PORTRAIT registry.
J Vasc Surg. 2020 Dec;72(6):2017-2026. doi: 10.1016/j.jvs.2020.03.042. Epub 2020 Apr 20.
6
Association of health status and hospitalization risk for peripheral artery disease in the PORTRAIT registry.
Vasc Med. 2024 Dec;29(6):664-674. doi: 10.1177/1358863X241274758. Epub 2024 Sep 25.
7
Association of social support and health status outcomes in peripheral artery disease.
J Vasc Surg. 2024 Dec;80(6):1824-1835.e7. doi: 10.1016/j.jvs.2024.08.010. Epub 2024 Aug 14.
8
Establishing Thresholds for Minimal Clinically Important Differences for the Peripheral Artery Disease Questionnaire.
Circ Cardiovasc Qual Outcomes. 2021 May;14(5):e007232. doi: 10.1161/CIRCOUTCOMES.120.007232. Epub 2021 May 5.

引用本文的文献

1
Association of Depression with Walking in People with Peripheral Artery Disease: A Post-Hoc Analysis of the BIP Trial.
J Atheroscler Thromb. 2025 Sep 1;32(9):1101-1108. doi: 10.5551/jat.65531. Epub 2025 Mar 5.
2
Association of social support and health status outcomes in peripheral artery disease.
J Vasc Surg. 2024 Dec;80(6):1824-1835.e7. doi: 10.1016/j.jvs.2024.08.010. Epub 2024 Aug 14.
3
Addressing Psychosocial Care Needs in Women with Peripheral Artery Disease.
Curr Cardiol Rep. 2024 Oct;26(10):1085-1095. doi: 10.1007/s11886-024-02106-6. Epub 2024 Jul 29.

本文引用的文献

1
One-Year Health Status Outcomes Following Early Invasive and Noninvasive Treatment in Symptomatic Peripheral Artery Disease.
Circ Cardiovasc Interv. 2022 Jun;15(6):e011506. doi: 10.1161/CIRCINTERVENTIONS.121.011506. Epub 2022 May 17.
2
Association of sleep apnea with outcomes in peripheral artery disease: Insights from the PORTRAIT study.
PLoS One. 2021 Sep 10;16(9):e0256933. doi: 10.1371/journal.pone.0256933. eCollection 2021.
4
Relationship Between Depressive Symptoms and Health Status in Peripheral Artery Disease: Role of Sex Differences.
J Am Heart Assoc. 2020 Aug 18;9(16):e014583. doi: 10.1161/JAHA.119.014583. Epub 2020 Aug 12.
5
Association of Perceived Stress Levels With Long-term Mortality in Patients With Peripheral Artery Disease.
JAMA Netw Open. 2020 Jun 1;3(6):e208741. doi: 10.1001/jamanetworkopen.2020.8741.
6
Level of disease and association with health status in patients presenting with claudication from the PORTRAIT registry.
J Vasc Surg. 2020 Dec;72(6):2017-2026. doi: 10.1016/j.jvs.2020.03.042. Epub 2020 Apr 20.
7
Rivaroxaban Plus Aspirin Versus Aspirin in Relation to Vascular Risk in the COMPASS Trial.
J Am Coll Cardiol. 2019 Jul 2;73(25):3271-3280. doi: 10.1016/j.jacc.2019.02.079.
10
Cardiovascular and Limb Outcomes in Patients With Diabetes and Peripheral Artery Disease: The EUCLID Trial.
J Am Coll Cardiol. 2018 Dec 25;72(25):3274-3284. doi: 10.1016/j.jacc.2018.09.078.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验