Heart Rate Detrended Fluctuation Indexes as Estimate of Obstructive Sleep Apnea Severity

被引:17
|
作者
Pereira da Silva, Eduardo Luiz [1 ,2 ]
Pereira, Rafael [3 ]
Reis, Luciano Neves [4 ]
Pereira, Valter Luis, Jr. [1 ]
Campos, Luciana Aparecida [1 ]
Wessel, Niels [5 ]
Baltatu, Ovidiu Constantin [1 ]
机构
[1] Camilo Castelo Branco Univ UNICASTELO, CITE, BR-12247016 Sao Jose Dos Campos, SP, Brazil
[2] Univ Iguacu Campus V, Rio De Janeiro, Brazil
[3] State Univ Southwest Bahia UESB, Dept Biol Sci, Jequie, BA, Brazil
[4] Sleep Inst Itaperuna, Rio De Janeiro, Brazil
[5] Humboldt Univ, D-10099 Berlin, Germany
基金
巴西圣保罗研究基金会;
关键词
RATE-VARIABILITY; PROSPECTIVE COHORT; ALGORITHMS; HYPOPNEA; METAANALYSIS; DISORDERS; ADULTS; SYSTEM; RISK;
D O I
10.1097/MD.0000000000000516
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
In the present study, we aimed at investigating a heart rate variability (HRV) biomarker that could be associated with the severity of the apnea-hypopnea index (AHI), which could be used for an early diagnosis of obstructive sleep apnea (OSA). This was a cross-sectional observational study on 47 patients (age 36 + 9.2 standard deviation) diagnosed with mild (23.4%), moderate (34%), or severe (42.6%) OSA. HRV was studied by linear measures of fast Fourier transform, nonlinear Poincare analysis, and detrended fluctuation analysis (DFA)-DFA alpha 1 characterizes short-term fluctuations, DFA alpha 2 characterizes long-term fluctuations. Associations between polysomnography indexes (AHI, arousal index [AI], and oxygen desaturation index [ODI]) and HRV indexes were studied. Patients with different grades of AHI had similar sympathovagal balance levels as indicated by the frequency-domain and Poincare HRV indexes. The DFA alpha 2 index was significantly positive correlated with AHI, AI, and ODI (Pearson r: 0.55, 0.59, and 0.59, respectively, with P < 0.0001). The ROC analysis revealed that DFA alpha 2 index predicted moderate and severe OSA with a sensitivity/specificity/area under the curve of 0.86/0.64/0.8 (P = 0.005) and 0.6/0.89/0.76 (P = 0.003), respectively. Our data indicate that the DFA alpha 2 index may be used as a reliable index for the detection of OSA severity.
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页数:6
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