Heart Rate Detrended Fluctuation Indexes as Estimate of Obstructive Sleep Apnea Severity
被引:17
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作者:
Pereira da Silva, Eduardo Luiz
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Camilo Castelo Branco Univ UNICASTELO, CITE, BR-12247016 Sao Jose Dos Campos, SP, Brazil
Univ Iguacu Campus V, Rio De Janeiro, BrazilCamilo Castelo Branco Univ UNICASTELO, CITE, BR-12247016 Sao Jose Dos Campos, SP, Brazil
Pereira da Silva, Eduardo Luiz
[1
,2
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Pereira, Rafael
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State Univ Southwest Bahia UESB, Dept Biol Sci, Jequie, BA, BrazilCamilo Castelo Branco Univ UNICASTELO, CITE, BR-12247016 Sao Jose Dos Campos, SP, Brazil
Pereira, Rafael
[3
]
Reis, Luciano Neves
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Sleep Inst Itaperuna, Rio De Janeiro, BrazilCamilo Castelo Branco Univ UNICASTELO, CITE, BR-12247016 Sao Jose Dos Campos, SP, Brazil
Reis, Luciano Neves
[4
]
Pereira, Valter Luis, Jr.
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Camilo Castelo Branco Univ UNICASTELO, CITE, BR-12247016 Sao Jose Dos Campos, SP, BrazilCamilo Castelo Branco Univ UNICASTELO, CITE, BR-12247016 Sao Jose Dos Campos, SP, Brazil
Pereira, Valter Luis, Jr.
[1
]
Campos, Luciana Aparecida
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Camilo Castelo Branco Univ UNICASTELO, CITE, BR-12247016 Sao Jose Dos Campos, SP, BrazilCamilo Castelo Branco Univ UNICASTELO, CITE, BR-12247016 Sao Jose Dos Campos, SP, Brazil
Campos, Luciana Aparecida
[1
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Wessel, Niels
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Humboldt Univ, D-10099 Berlin, GermanyCamilo Castelo Branco Univ UNICASTELO, CITE, BR-12247016 Sao Jose Dos Campos, SP, Brazil
Wessel, Niels
[5
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Baltatu, Ovidiu Constantin
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Camilo Castelo Branco Univ UNICASTELO, CITE, BR-12247016 Sao Jose Dos Campos, SP, BrazilCamilo Castelo Branco Univ UNICASTELO, CITE, BR-12247016 Sao Jose Dos Campos, SP, Brazil
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
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.
机构:
Charite Univ Med Berlin, Interdisciplinary Ctr Sleep Med, Berlin, GermanyCharite Univ Med Berlin, Interdisciplinary Ctr Sleep Med, Berlin, Germany
Qin, Hua
Keenan, Brendan T.
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Univ Penn Perelman, Dept Med, Div Sleep Med, Sch Med, Philadelphia, PA USACharite Univ Med Berlin, Interdisciplinary Ctr Sleep Med, Berlin, Germany
Keenan, Brendan T.
Mazzotti, Diego R.
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Univ Kansas, Med Ctr, Dept Internal Med, Div Med Informat, Kansas City, KS 66103 USACharite Univ Med Berlin, Interdisciplinary Ctr Sleep Med, Berlin, Germany
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Univ Fed Sao Paulo, Dept Psicobiol, Sao Paulo, BrazilCharite Univ Med Berlin, Interdisciplinary Ctr Sleep Med, Berlin, Germany
Tufik, Sergio
Bittencourt, Lia
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Univ Fed Sao Paulo, Dept Psicobiol, Sao Paulo, BrazilCharite Univ Med Berlin, Interdisciplinary Ctr Sleep Med, Berlin, Germany
Bittencourt, Lia
Cistulli, Peter A.
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机构:
Univ Sydney, Fac Med & Hlth, Charles Perkins Ctr, Sydney, NSW, Australia
Royal North Shore Hosp, Dept Resp & Sleep Med, Sydney, NSW, AustraliaCharite Univ Med Berlin, Interdisciplinary Ctr Sleep Med, Berlin, Germany
Cistulli, Peter A.
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de Chazal, Philip
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Sutherland, Kate
Singh, Bhajan
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机构:
Sir Charles Gairdner Hosp, West Australian Sleep Disorders Res Inst, Nedlands, WA, Australia
Univ Western Australia, Sch Human Sci, Crawley, WA, AustraliaCharite Univ Med Berlin, Interdisciplinary Ctr Sleep Med, Berlin, Germany
Singh, Bhajan
Pack, Allan, I
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机构:
Univ Penn Perelman, Dept Med, Div Sleep Med, Sch Med, Philadelphia, PA USACharite Univ Med Berlin, Interdisciplinary Ctr Sleep Med, Berlin, Germany
Pack, Allan, I
Chen, Ning-Hung
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机构:
Chang Gung Mem Hosp, Div Pulm, Crit Care Med & Sleep Med, Taoyuan, TaiwanCharite Univ Med Berlin, Interdisciplinary Ctr Sleep Med, Berlin, Germany
Chen, Ning-Hung
Fietze, Ingo
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Charite Univ Med Berlin, Interdisciplinary Ctr Sleep Med, Berlin, GermanyCharite Univ Med Berlin, Interdisciplinary Ctr Sleep Med, Berlin, Germany
Fietze, Ingo
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Gislason, Thorarinn
Holfinger, Steven
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Ohio State Univ, Wexner Med Ctr, Div Pulm Crit Care & Sleep Med, Columbus, OH 43210 USACharite Univ Med Berlin, Interdisciplinary Ctr Sleep Med, Berlin, Germany
Holfinger, Steven
Magalang, Ulysses J.
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机构:
Ohio State Univ, Wexner Med Ctr, Div Pulm Crit Care & Sleep Med, Columbus, OH 43210 USACharite Univ Med Berlin, Interdisciplinary Ctr Sleep Med, Berlin, Germany
Magalang, Ulysses J.
Penzel, Thomas
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Charite Univ Med Berlin, Interdisciplinary Ctr Sleep Med, Berlin, GermanyCharite Univ Med Berlin, Interdisciplinary Ctr Sleep Med, Berlin, Germany