Department of Cardiovascular Medicine, Mayo Clinic, Rochester, Minnesota.
Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota.
JAMA Cardiol. 2022 Oct 1;7(10):1036-1044. doi: 10.1001/jamacardio.2022.1781.
Transthyretin amyloid cardiomyopathy (ATTR-CM) is a form of heart failure (HF) with preserved ejection fraction (HFpEF). Technetium Tc 99m pyrophosphate scintigraphy (PYP) enables ATTR-CM diagnosis. It is unclear which patients with HFpEF have sufficient risk of ATTR-CM to warrant PYP.
To derive and validate a simple ATTR-CM score to predict increased risk of ATTR-CM in patients with HFpEF.
DESIGN, SETTING, AND PARTICIPANTS: Retrospective cohort study of 666 patients with HF (ejection fraction ≥ 40%) and suspected ATTR-CM referred for PYP at Mayo Clinic, Rochester, Minnesota, from May 10, 2013, through August 31, 2020. These data were analyzed September 2020 through December 2020. A logistic regression model predictive of ATTR-CM was derived and converted to a point-based ATTR-CM risk score. The score was further validated in a community ATTR-CM epidemiology study of older patients with HFpEF with increased left ventricular wall thickness ([WT] ≥ 12 mm) and in an external (Northwestern University, Chicago, Illinois) HFpEF cohort referred for PYP. Race was self-reported by the participants. In all cohorts, both case patients and control patients were definitively ascertained by PYP scanning and specialist evaluation.
Performance of the derived ATTR-CM score in all cohorts (referral validation, community validation, and external validation) and prevalence of a high-risk ATTR-CM score in 4 multinational HFpEF clinical trials.
Participant cohorts included were referral derivation (n = 416; 13 participants [3%] were Black and 380 participants [94%] were White; ATTR-CM prevalence = 45%), referral validation (n = 250; 12 participants [5%]were Black and 228 participants [93%] were White; ATTR-CM prevalence = 48% ), community validation (n = 286; 5 participants [2%] were Black and 275 participants [96%] were White; ATTR-CM prevalence = 6% ), and external validation (n = 66; 23 participants [37%] were Black and 36 participants [58%] were White; ATTR-CM prevalence = 39%). Score variables included age, male sex, hypertension diagnosis, relative WT more than 0.57, posterior WT of 12 mm or more, and ejection fraction less than 60% (score range -1 to 10). Discrimination (area under the receiver operating characteristic curve [AUC] 0.89; 95% CI, 0.86-0.92; P < .001) and calibration (Hosmer-Lemeshow; χ2 = 4.6; P = .46) were strong. Discrimination (AUC ≥ 0.84; P < .001 for all) and calibration (Hosmer-Lemeshow χ2 = 2.8; P = .84; Hosmer-Lemeshow χ2 = 4.4; P = .35; Hosmer-Lemeshow χ2 = 2.5; P = .78 in referral, community, and external validation cohorts, respectively) were maintained in all validation cohorts. Precision-recall curves and predictive value vs prevalence plots indicated clinically useful classification performance for a score of 6 or more (positive predictive value ≥25%) in clinically relevant ATTR-CM prevalence (≥10% of patients with HFpEF) scenarios. In the HFpEF clinical trials, 11% to 35% of male and 0% to 6% of female patients had a high-risk (≥6) ATTR-CM score.
A simple 6 variable clinical score may be used to guide use of PYP and increase recognition of ATTR-CM among patients with HFpEF in the community. Further validation in larger and more diverse populations is needed.
转甲状腺素蛋白淀粉样心肌病(ATTR-CM)是射血分数保留型心力衰竭(HFpEF)的一种形式。锝 Tc 99m 焦磷酸盐闪烁扫描(PYP)可用于诊断ATTR-CM。目前尚不清楚 HFpEF 患者中有多少人存在足够高的 ATTR-CM 风险,需要进行 PYP。
制定并验证一种简单的 ATTR-CM 评分,以预测 HFpEF 患者发生 ATTR-CM 的风险增加。
设计、地点和参与者:这是一项回顾性队列研究,纳入了 2013 年 5 月 10 日至 2020 年 8 月 31 日期间在明尼苏达州罗切斯特市梅奥诊所因疑似 ATTR-CM 而接受 PYP 的 666 例 HF(射血分数≥40%)患者。这些数据于 2020 年 9 月至 12 月进行分析。从逻辑回归模型中推导出预测 ATTR-CM 的模型,并将其转换为基于分数的 ATTR-CM 风险评分。该评分在社区 ATTR-CM 流行病学研究(HFpEF 伴左心室壁增厚[WT]≥12mm 的老年患者)和外部(伊利诺伊州芝加哥市西北大学)HFpEF 患者接受 PYP 队列中进行了进一步验证。种族由参与者自行报告。在所有队列中,病例患者和对照患者均通过 PYP 扫描和专家评估明确确定。
推导的 ATTR-CM 评分在所有队列(转诊验证、社区验证和外部验证)中的表现,以及 4 项多国 HFpEF 临床试验中高危 ATTR-CM 评分的患病率。
参与者队列包括:转诊推导(n=416;13 名患者[3%]为黑人,380 名患者[94%]为白人;ATTR-CM 患病率为 45%)、转诊验证(n=250;12 名患者[5%]为黑人,228 名患者[93%]为白人;ATTR-CM 患病率为 48%)、社区验证(n=286;5 名患者[2%]为黑人,275 名患者[96%]为白人;ATTR-CM 患病率为 6%)和外部验证(n=66;23 名患者[37%]为黑人,36 名患者[58%]为白人;ATTR-CM 患病率为 39%)。评分变量包括年龄、男性、高血压诊断、相对 WT 大于 0.57、后侧壁 WT 为 12mm 或以上、射血分数低于 60%(评分范围-1 至 10)。区分度(接受者操作特征曲线下面积[AUC]0.89;95%CI,0.86-0.92;P<0.001)和校准(Hosmer-Lemeshow;χ2=4.6;P=0.46)均较强。区分度(AUC≥0.84;P<0.001 用于所有)和校准(Hosmer-Lemeshow χ2=2.8;P=0.84;Hosmer-Lemeshow χ2=4.4;P=0.35;Hosmer-Lemeshow χ2=2.5;P=0.78 在转诊、社区和外部验证队列中)在所有验证队列中均得以维持。在临床相关 ATTR-CM 患病率(HFpEF 患者中≥10%)的情况下,评分≥6(阳性预测值≥25%)具有临床有用的分类性能,准确率-召回率曲线和预测值与患病率图均表明这一点。在 HFpEF 临床试验中,11%至 35%的男性和 0%至 6%的女性患者的高危(≥6)ATTR-CM 评分。
一种简单的 6 变量临床评分可用于指导 PYP 的使用,并提高社区中 HFpEF 患者对 ATTR-CM 的认识。需要在更大、更多样化的人群中进行进一步验证。