Dysautonomia has been observed in many cardiac diseases; however, its effect in decompression sickness (DCS) has not been well examined largely due to the difficulty in obtaining experimental data in human or animal subjects. In this study, we examine how DCS affects the autonomic nervous system's (ANS) dynamics in swine. Baseline and post-DCS electrocardiograms were obtained via telemetry recordings and compared. These data were analyzed using both the power spectrum method and our recently developed principal dynamic mode (PDM) analysis. PDM is able to separate the dynamic tones of the sympathetic and parasympathetic nervous systems. Both methods demonstrated a statistically significant decrease (Ͼ55%; P Ͻ 0.05) in the dynamics of both branches of the autonomic nervous system in the swine with DCS compared with the control condition. In cardiac diseases such as myocardial infarction, ANS imbalance is often associated with a significant increase in sympathetic tone, which may or may not be counterbalanced by parasympathetic nervous activity. However, the effect of DCS is such that both branches of the ANS are depressed Ͼ55% compared with the control condition, suggesting impairment, but not imbalance, of the ANS. principal dynamic mode; autonomic nervous system; sympathetic; parasympathetic; heart rate variability DECOMPRESSION SICKNESS (DCS) results from a sudden change from higher to lower ambient pressure. These changes in pressure result in the release of inert gases from body tissues, and depending on the severity can lead to symptoms of pain (type I DCS) or neurological dysfunction or cardiopulmonary injury (type II DCS). To date, accurate predictions of DCS incidence have not been possible. U.S. Navy divers strictly following the Navy dive tables designed to minimize DCS are not fully protected. Moreover, there is considerable individual variability in response to a given dive profile, further complicating DCS risk prediction. Recent studies have discussed possible preventive techniques (6), but they do not address the question of how to detect the early onset of DCS.There have been a few studies implicating an autonomic nervous system (ANS) imbalance in hyperbaric saturation diving (8, 16). For example, it has been reported that there are elevated sympathetic nervous system activities and reduced parasympathetic nervous activities following decompression after saturation diving (8). Yet the effect of DCS on the ANS is largely absent from the literature. It remains to be determined whether ANS dysfunction is also present in DCS and, if so, how the dynamics of sympathetic and parasympathetic nervous tones are affected. Our aim is to examine whether early detection of an ANS imbalance could be a bellwether for DCS and a warning to initiate an intervention to prevent its onset.Although evidence supporting the implication of cardiac autonomic imbalance in hyperbaric saturation diving is unquestionable and clear, noninvasive approaches to measure it have been elusive. One widely utilized noninvasive approach ...