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两项用于识别肺动脉高压(PH)早期检测生物标志物特征的前瞻性多中心研究:CIPHER研究和CIPHER-MRI研究。

Two prospective, multicenter studies for the identification of biomarker signatures for early detection of pulmonary hypertension (PH): The CIPHER and CIPHER-MRI studies.

作者信息

Lawrie Allan, Chin Kelly, Fong Yiu-Lian, Gargano Cynthia, Gitton Xavier, He Cheng, Kiely David G, Zhou Li, Zhou Lihan, Maron Bradley A, Quinn Debbie, Rosenkranz Stephan, Stamatiadis Dimitri, Toshner Mark, Wilkins Martin R, Howard Luke, Preston Ioana R

机构信息

National Heart and Lung Institute Imperial College London London UK.

Division of Pulmonary and Critical Care Medicine UT Southwestern Medical Center Dallas Texas USA.

出版信息

Pulm Circ. 2024 Jun 12;14(2):e12386. doi: 10.1002/pul2.12386. eCollection 2024 Apr.

Abstract

A blood test identifying patients at increased risk of pulmonary hypertension (PH) could streamline the investigative pathway. The prospective, multicenter CIPHER study aimed to develop a microRNA-based signature for detecting PH in breathless patients and enrolled adults with a high suspicion of PH who had undergone right heart catheterization (RHC). The CIPHER-MRI study was added to assess the performance of this CIPHER signature in a population with low probability of having PH who underwent cardiac magnetic resonance imaging (cMRI) instead of RHC. The microRNA signature was developed using a penalized linear regression (LASSO) model. Data were modeled both with and without N-terminal pro-brain natriuretic peptide (NT-proBNP). Signature performance was assessed against predefined thresholds (lower 98.7% CI bound of ≥0.73 for sensitivity and ≥0.53 for specificity, based on a meta-analysis of echocardiographic data), using RHC as the true diagnosis. Overall, 926 CIPHER participants were screened and 888 were included in the analysis. Of 688 RHC-confirmed PH cases, approximately 40% were already receiving PH treatment. Fifty microRNA (from 311 investigated) were algorithmically selected to be included in the signature. Sensitivity [97.5% CI] of the signature was 0.85 [0.80-0.89] for microRNA-alone and 0.90 [0.86-0.93] for microRNA+NT-proBNP, and the corresponding specificities were 0.33 [0.24-0.44] and 0.28 [0.20-0.39]. Of 80 CIPHER-MRI participants with evaluable data, 7 were considered PH-positive by cMRI whereas 52 were considered PH-positive by the microRNA signature. Due to low specificity, the CIPHER miRNA-based signature for PH (either with or without NT-proBNP in model) did not meet the prespecified diagnostic threshold for the primary analysis.

摘要

一项用于识别肺动脉高压(PH)风险增加患者的血液检测可以简化检查流程。前瞻性多中心CIPHER研究旨在开发一种基于微小RNA的特征,用于检测呼吸急促患者的PH,并纳入了高度怀疑患有PH且已接受右心导管检查(RHC)的成年人。CIPHER-MRI研究被添加进来,以评估这种CIPHER特征在接受心脏磁共振成像(cMRI)而非RHC的PH可能性较低人群中的表现。微小RNA特征是使用惩罚线性回归(LASSO)模型开发的。数据在包含和不包含N末端脑钠肽前体(NT-proBNP)的情况下进行建模。根据超声心动图数据的荟萃分析,以RHC作为真实诊断,针对预定义阈值(敏感性的下限98.7%CI界值≥0.73,特异性≥0.53)评估特征性能。总体而言,对926名CIPHER参与者进行了筛查,888名被纳入分析。在688例经RHC确诊的PH病例中,约40%已经在接受PH治疗。通过算法选择了50种微小RNA(来自311种研究的微小RNA)纳入特征。仅微小RNA时特征的敏感性[97.5%CI]为0.85[0.80 - 0.89],微小RNA + NT-proBNP时为0.90[0.86 - 0.93],相应的特异性分别为0.33[0.24 - 0.44]和0.28[0.20 - 0.39]。在80名有可评估数据的CIPHER-MRI参与者中,7名经cMRI被认为是PH阳性,而52名经微小RNA特征被认为是PH阳性。由于特异性较低,基于CIPHER微小RNA的PH特征(模型中有无NT-proBNP)未达到初步分析的预定诊断阈值。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5426/11167234/b0e9b1f4396e/PUL2-14-e12386-g001.jpg

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