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Effect of gender and diabetes on major depressive disorder using heart rate asymmetry

机译:性别和糖尿病对使用心率不对称性对重性抑郁症的影响

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In this study, we have investigated how heart rate asymmetry (HRA) changes in major depressive disorder (MDD) subjects with comorbid diabetes as well as in male and female. Depression score was determined based on PHQ-9 questionnaire and from 135 subjects 70 subjects were selected with 1000 or more RR intervals. Heart rate asymmetry is a Poincaré plot based nonlinear technique to analyze the asymmetry using RR interval time-series signal. Three commonly used HRA indices Guzik's index (GI), Porta's index (PI) and Ehlers' index (EI) were used to understand the changes in HRA in MDD. Results indicate significantly (p<0.05) different GI and EI values between ‘Dep’ and ‘NonDep’ subgroups in ‘Combined’ group. All three HRA indices are found significantly different in presence of depression in female subjects. These results provide better understanding about changes in HRA in MDD and HRA indices could be a plausible nonlinear HRV feature for differentiating Depression ‘Dep’ from NonDepression ‘NonDep’ group — i) without comorbid diabetes; ii) in Female subjects.
机译:在这项研究中,我们调查了患有合并症的重度抑郁症(MDD)受试者以及男性和女性的心率不对称(HRA)的变化。基于PHQ-9问卷确定抑郁得分,并从135名受试者中选择70名受试者,其RR间隔为1000或更长时间。心率不对称性是一种基于Poincaré图的非线性技术,用于使用RR间隔时间序列信号来分析不对称性。三种常用的HRA指数使用Guzik指数(GI),Porta指数(PI)和Ehlers指数(EI)来了解MDD中HRA的变化。结果表明,“组合”组中的“ Dep”和“ NonDep”子组之间的GI和EI值显着不同(p <0.05)。发现女性受试者中存在抑郁症时,所有三个HRA指数均显着不同。这些结果更好地了解了MDD和HRA指数中的HRA变化,这可能是将抑郁症“ Dep”与非抑郁症“ NonDep”组区分开的合理的非线性HRV特征-i)没有合并症的糖尿病; ii)女性科目。

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