Department of Cardiology, The First Affiliated Hospital of Nanjing Medical University, 300 Guangzhou Road, Nanjing, 210029, China.
Engineering Research Center of Molecular and Neuro Imaging of Ministry of Education, School of Life Science and Technology, Xidian University, Shaanxi, 710126, China.
J Nucl Cardiol. 2023 Apr;30(2):504-515. doi: 10.1007/s12350-022-03006-4. Epub 2022 Jun 8.
Texture analysis (TA) has demonstrated clinical values in extracting information, quantifying inhomogeneity, evaluating treatment outcomes, and predicting long-term prognosis for cardiac diseases. The aim of this study was to explore whether TA of SPECT myocardial perfusion could contribute to improving the prognosis of dilated cardiomyopathy (DCM) patients.
Eighty-eight patients were recruited in our study between 2009 and 2020 who were diagnosed with DCM and underwent single-photon emission tomography myocardial perfusion imaging (SPECT MPI). Forty TA features were obtained from quantitative analysis of SPECT imaging in subjects with myocardial perfusion at rest. All patients were divided into two groups: the all-cause death group and the survival group. The prognostic value of texture parameters was assessed by Cox regression and Kaplan-Meier analysis.
Twenty-five all-cause deaths (28.4%) were observed during the follow-up (39.2±28.7 months). Compared with the survival group, NT-proBNP and total perfusion deficit (TPD) were higher and left ventricular ejection fraction (LVEF) was lower in the all-cause death group. In addition, 26 out of 40 texture parameters were significantly different between the two groups. Univariate Cox regression analysis revealed that NT-proBNP, LVEF, and 25 texture parameters were significantly associated with all-cause death. The multivariate Cox regression analysis showed that low gray-level emphasis (LGLE) (P = 0.010, HR = 4.698, 95% CI 1.457-15.145) and long-run low gray-level emphasis (LRLGE) (P =0.002, HR = 6.085, 95% CI 1.906-19.422) were independent predictors of the survival outcome. When added to clinical parameters, LVEF, TPD, and TA parameters, including LGLE and LRLGE, were incrementally associated with all-cause death (global chi-square statistic of 26.246 vs. 33.521; P = 0.028, global chi-square statistic of 26.246 vs. 34.711; P = 0.004).
TA based on gated SPECT MPI could discover independent prognostic predictors of all-cause death in medically treated patients with DCM. Moreover, TA parameters, including LGLE and LRLGE, independent of the total perfusion deficit of the cardiac myocardium, appeared to provide incremental prognostic value for DCM patients.
纹理分析(TA)在提取信息、量化不均匀性、评估治疗效果和预测心脏疾病的长期预后方面具有临床价值。本研究旨在探讨 SPECT 心肌灌注的 TA 是否有助于改善扩张型心肌病(DCM)患者的预后。
我们在 2009 年至 2020 年间招募了 88 名被诊断为 DCM 并接受单光子发射断层扫描心肌灌注成像(SPECT MPI)的患者。从静息状态下的 SPECT 成像的定量分析中获得了 40 个 TA 特征。所有患者均分为全因死亡组和存活组。通过 Cox 回归和 Kaplan-Meier 分析评估纹理参数的预后价值。
在随访期间(39.2±28.7 个月)观察到 25 例全因死亡(28.4%)。与存活组相比,全因死亡组的 NT-proBNP 和总灌注缺损(TPD)较高,左心室射血分数(LVEF)较低。此外,两组之间有 26 个 TA 参数存在显著差异。单因素 Cox 回归分析显示,NT-proBNP、LVEF 和 25 个 TA 参数与全因死亡显著相关。多因素 Cox 回归分析显示,低灰度强调(LGLE)(P=0.010,HR=4.698,95%CI 1.457-15.145)和长运行低灰度强调(LRLGE)(P=0.002,HR=6.085,95%CI 1.906-19.422)是生存结局的独立预测因子。当加入临床参数时,LVEF、TPD 和 TA 参数,包括 LGLE 和 LRLGE,与全因死亡呈递增相关(整体卡方统计量为 26.246 与 33.521;P=0.028,整体卡方统计量为 26.246 与 34.711;P=0.004)。
基于门控 SPECT MPI 的 TA 可以发现接受药物治疗的 DCM 患者全因死亡的独立预后预测因子。此外,包括 LGLE 和 LRLGE 在内的 TA 参数独立于心脏心肌的总灌注缺损,似乎为 DCM 患者提供了额外的预后价值。