Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, Massachusetts.
Cardiovascular Research Center, Massachusetts General Hospital, Boston.
JAMA Cardiol. 2024 May 1;9(5):418-427. doi: 10.1001/jamacardio.2024.0080.
Epicardial and pericardial adipose tissue (EPAT) has been associated with cardiovascular diseases such as atrial fibrillation or flutter (AF) and coronary artery disease (CAD), but studies have been limited in sample size or drawn from selected populations. It has been suggested that the association between EPAT and cardiovascular disease could be mediated by local or paracrine effects.
To evaluate the association of EPAT with prevalent and incident cardiovascular disease and to elucidate the genetic basis of EPAT in a large population cohort.
DESIGN, SETTING, AND PARTICIPANTS: A deep learning model was trained to quantify EPAT area from 4-chamber magnetic resonance images using semantic segmentation. Cross-sectional and prospective cardiovascular disease associations were evaluated, controlling for sex and age. Prospective associations were additionally controlled for abdominal visceral adipose tissue (VAT) volumes. A genome-wide association study was performed, and a polygenic score (PGS) for EPAT was examined in independent FinnGen cohort study participants. Data analyses were conducted from March 2022 to December 2023.
The primary exposures were magnetic resonance imaging-derived continuous measurements of epicardial and pericardial adipose tissue area and visceral adipose tissue volume.
Prevalent and incident CAD, AF, heart failure (HF), stroke, and type 2 diabetes (T2D).
After exclusions, this study included 44 475 participants (mean [SD] age, 64.1 [7.7] years; 22 972 female [51.7%]) from the UK Biobank. Cross-sectional and prospective cardiovascular disease associations were evaluated for a mean (SD) of 3.2 (1.5) years of follow-up. Prospective associations were additionally controlled for abdominal VAT volumes for 38 527 participants. A PGS for EPAT was examined in 453 733 independent FinnGen cohort study participants. EPAT was positively associated with male sex (β = +0.78 SD in EPAT; P < 3 × 10-324), age (Pearson r = 0.15; P = 9.3 × 10-229), body mass index (Pearson r = 0.47; P < 3 × 10-324), and VAT (Pearson r = 0.72; P < 3 × 10-324). EPAT was more elevated in prevalent HF (β = +0.46 SD units) and T2D (β = +0.56) than in CAD (β = +0.23) or AF (β = +0.18). EPAT was associated with incident HF (hazard ratio [HR], 1.29 per +1 SD in EPAT; 95% CI, 1.17-1.43), T2D (HR, 1.63; 95% CI, 1.51-1.76), and CAD (HR, 1.19; 95% CI, 1.11-1.28). However, the associations were no longer significant when controlling for VAT. Seven genetic loci were identified for EPAT, implicating transcriptional regulators of adipocyte morphology and brown adipogenesis (EBF1, EBF2, and CEBPA) and regulators of visceral adiposity (WARS2 and TRIB2). The EPAT PGS was associated with T2D (odds ratio [OR], 1.06; 95% CI, 1.05-1.07; P =3.6 × 10-44), HF (OR, 1.05; 95% CI, 1.04-1.06; P =4.8 × 10-15), CAD (OR, 1.04; 95% CI, 1.03-1.05; P =1.4 × 10-17), AF (OR, 1.04; 95% CI, 1.03-1.06; P =7.6 × 10-12), and stroke in FinnGen (OR, 1.02; 95% CI, 1.01-1.03; P =3.5 × 10-3) per 1 SD in PGS.
Results of this cohort study suggest that epicardial and pericardial adiposity was associated with incident cardiovascular diseases, but this may largely reflect a metabolically unhealthy adiposity phenotype similar to abdominal visceral adiposity.
心外膜和心包脂肪组织(EPAT)与心房颤动或扑动(AF)和冠状动脉疾病(CAD)等心血管疾病有关,但这些研究的样本量有限,或者是从选定的人群中得出的。有人认为,EPAT 与心血管疾病之间的关联可能是通过局部或旁分泌作用介导的。
评估 EPAT 与现患和新发心血管疾病的关联,并在大型人群队列中阐明 EPAT 的遗传基础。
设计、地点和参与者:使用语义分割从 4 腔磁共振图像中训练深度学习模型来定量 EPAT 面积。评估了横断面和前瞻性心血管疾病关联,控制了性别和年龄。前瞻性关联另外控制了腹部内脏脂肪组织(VAT)体积。进行了全基因组关联研究,并在独立的 FinnGen 队列研究参与者中检查了 EPAT 的多基因评分(PGS)。数据分析于 2022 年 3 月至 2023 年 12 月进行。
主要暴露是磁共振成像衍生的连续测量的心外膜和心包脂肪组织面积和内脏脂肪组织体积。
现患和新发 CAD、AF、心力衰竭(HF)、中风和 2 型糖尿病(T2D)。
在排除后,这项研究纳入了来自英国生物库的 44475 名参与者(平均[SD]年龄 64.1[7.7]岁;22972 名女性[51.7%])。在平均(SD)3.2(1.5)年的随访中,评估了横断面和前瞻性心血管疾病关联。对于 38527 名参与者,前瞻性关联另外控制了腹部 VAT 体积。在 453733 名独立的 FinnGen 队列研究参与者中检查了 EPAT 的 PGS。EPAT 与男性性别呈正相关(EPAT 中+0.78 SD;P < 3×10-324)、年龄(Pearson r=0.15;P = 9.3×10-229)、体重指数(Pearson r=0.47;P < 3×10-324)和 VAT(Pearson r=0.72;P < 3×10-324)。与 CAD(β=+0.23)或 AF(β=+0.18)相比,HF(β=+0.46)和 T2D(β=+0.56)的 EPAT 更高。EPAT 与 HF(风险比[HR],+1 SD 单位的 EPAT;95%CI,1.17-1.43)、T2D(HR,+1.63;95%CI,1.51-1.76)和 CAD(HR,+1.19;95%CI,1.11-1.28)的发病相关。然而,当控制 VAT 时,这些关联不再显著。确定了七个与 EPAT 相关的遗传位点,涉及脂肪细胞形态和棕色脂肪生成的转录调节因子(EBF1、EBF2 和 CEBPA)和内脏脂肪量的调节因子(WARS2 和 TRIB2)。EPAT PGS 与 T2D(优势比[OR],1.06;95%CI,1.05-1.07;P = 3.6×10-44)、HF(OR,1.05;95%CI,1.04-1.06;P = 4.8×10-15)、CAD(OR,1.04;95%CI,1.03-1.05;P = 1.4×10-17)、AF(OR,1.04;95%CI,1.03-1.06;P = 7.6×10-12)和 FinnGen 中风(OR,1.02;95%CI,1.01-1.03;P = 3.5×10-3)相关,PGS 每增加 1 个标准差。
这项队列研究的结果表明,心外膜和心包脂肪堆积与新发心血管疾病相关,但这可能主要反映了与腹部内脏脂肪堆积相似的代谢不健康的脂肪堆积表型。