使用最小绝对收缩选择算子(LASSO)回归法诊断肺动脉高压的右心导管检查预测因素。

IF 2.4 4区 医学 Q1 MEDICINE, GENERAL & INTERNAL
Current Medical Research and Opinion Pub Date : 2024-10-01 Epub Date: 2024-09-25 DOI:10.1080/03007995.2024.2397075
Carmine D Vizza, Rogier Klok, Mark Small, Giorgio Castellano, Julia Harley, Dominik Lautsch
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引用次数: 0

摘要

研究目的本研究对一项真实世界的国际调查进行了分析,调查中医生提供了肺动脉高压(PAH)患者的横断面回顾性数据,以确定右心导管检查(RHC)确诊PAH的预测因素:数据来源于2022年3月至8月期间美国、法国、德国、意大利、西班牙、英国和日本的Adelphi PAH疾病专项计划(DSP):总体而言,75%(n = 395)的 PAH 患者(n = 529)在确诊时接受了 RHC 治疗;这一比例因国家而异,从美国的 64% 到法国的 92% 不等。纽约心脏协会功能分级较高、有主要 PAH 症状(呼吸困难、心悸和发绀)并在 PH 专科中心确诊的患者更有可能进行 RHC:结论:通过了解 PAH 诊断时使用 RHC 的相关因素,可以采取更有针对性的方法来改善对疑似 PAH 患者的诊断。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Predictive factors of right heart catheterization to diagnose pulmonary arterial hypertension using least absolute shrinkage selection operator (LASSO) regression.

Objective: This study involved an analysis of a real world, international survey where physicians provided cross-sectional, retrospective data for patients with pulmonary arterial hypertension (PAH) to determine predictive factors of right heart catheterization (RHC) to confirm their PAH diagnosis.

Methods: Data were sourced from the Adelphi PAH Disease Specific Programme (DSP) in the United States (US), France, Germany, Italy, Spain, United Kingdom, and Japan, between March and August 2022.

Results: Overall, 75% (n = 395) of patients with PAH (n = 529) underwent RHC at diagnosis; this varied by country, ranging from 64% in the US to 92% in France. RHC was more likely to be performed in patients with a higher New York Heart Association Functional Class, with key PAH symptoms (dyspnea, palpitations, and cyanosis), and diagnosed at PH specialist centers.

Conclusion: By understanding the factors associated with RHC utilization at PAH diagnosis, more targeted approaches for improving the diagnosis for patients with suspected PAH may be pursued.

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来源期刊
Current Medical Research and Opinion
Current Medical Research and Opinion 医学-医学:内科
CiteScore
4.40
自引率
4.30%
发文量
247
审稿时长
3-8 weeks
期刊介绍: Current Medical Research and Opinion is a MEDLINE-indexed, peer-reviewed, international journal for the rapid publication of original research on new and existing drugs and therapies, Phase II-IV studies, and post-marketing investigations. Equivalence, safety and efficacy/effectiveness studies are especially encouraged. Preclinical, Phase I, pharmacoeconomic, outcomes and quality of life studies may also be considered if there is clear clinical relevance
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