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                                                                               C HAPTER 1 7 / Heart Rate Variability  391
                              ■ Figure 17-2 Two 5-minute HRV power/variance spectra based on data collected on a single male subject
                              with diabetes during sleep between 3 and 4 a.m. The top figure is based on data collected in 1992 when the
                              subject was 42 years of age. The average heart rate of the analysis segment is 61 beats per minute, and the HRV
                              spectrum demonstrates high total power/variance with a well-developed mid-frequency peak at 0.25 Hz, prob-
                              ably reflective of vagally mediated RSA. The lower figure is based on data collected from the same subject a
                              decade later in 2002, when he was 52 years old. The average heart rate of the nocturnal analysis segment is
                              70 beats per minute. The total power of the HRV spectrum is an order of magnitude less, and while the low
                              frequency peak has diminished, the high frequency peak is significantly attenuated. The quantitative band
                              power and derived measure summaries appear in the table to the right of each figure, and document that the
                              HF power is lower and the LF:HF much increased in the lower figure. The changes over time may reflect the
                              joint influence of aging and diabetes. VLF, very low frequency.
                                                                       Arrhythmias and Sudden Death
                   range between 63 and 89 milliseconds for SDNN and between
                   57 and 79 milliseconds for SDANN. 16,21  Reduced circadian  HRV studies indicate autonomic disturbance before arrhythmia,
                   variation in the cardiac signal, reduced total power, and a shift  although the pattern of disturbance varies. Clinical research sup-
                   toward sympathetic predominance as reflected by an increased  ports that reduced parasympathetic tone and increased sympa-
                   LF:HF are also seen after MI. 3                     thetic tone predisposes ventricular fibrillation and ventricular
                                                                               22
                     While HRV measures can provide independent risk predic-  tachycardia. The onset of paroxysmal atrial fibrillation has been
                   tion, the combination of HRV indices with other cardiovascular  reported to follow autonomic changes characterized by an initial
                   risk factors can enhance prediction of cardiac events. In a prospec-  steady increase in SNS activity and a subsequent sharp predomi-
                   tive study of 304 patients with acute coronary syndrome without  nance in PSNS activity. 23
                   ST-segment elevation, a combination of risk factors including  Reduced HRV is a consistent finding in a review of studies
                   clinical data, troponin T concentrations, ST-segment monitoring,  monitoring sudden death or sudden death and malignant arrhyth-
                                                                          24
                   and HRV provided a prediction of risk for ischemic death or non-  mias. In a prospective study (N   1071) of post-MI patients, re-
                   fatal MI of 40% in the first 30 days and of 46.9% in the first  duced HRV independently contributed to the risk of sudden death
                   12 months. 19                                       and or sustained ventricular tachycardia. 22  The combination of
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