Wavelet methods for spike detection in mouse renal sympathetic nerve activity.

Abnormal autonomic nerve traffic has been associated with a number of peripheral neuropathies and cardiovascular disorders prompting the development of genetically altered mice to study the genetic and molecular components of these diseases. Autonomic function in mice can be assessed by directly recording sympathetic nerve activity. However, murine sympathetic spikes are typically detected using a manually adjusted voltage threshold and no unsupervised detection methods have been developed for the mouse. Therefore, we tested the performance of several unsupervised spike detection algorithms on simulated murine renal sympathetic nerve recordings, including an automated amplitude discriminator and wavelet-based detection methods which used both the discrete wavelet transform (DWT) and the stationary wavelet transform (SWT) and several wavelet threshold rules. The parameters of the wavelet methods were optimized by comparing basal sympathetic activity to postmortem recordings and recordings made during pharmacological suppression and enhancement of sympathetic activity. In general, SWT methods were found to outperform amplitude discriminators and DWT methods with similar wavelet coefficient thresholding algorithms when presented with simulations with varied mean spike rates and signal-to-noise ratios. A SWT method which estimates the noise level using a "noise-only" wavelet scale and then selectively thresholds scales containing the physiologically important signal information was found to have the most robust spike detection. The proposed noise-level estimation method was also successfully validated during pharmacological interventions.

Norepinephrine transporter-deficient mice exhibit excessive tachycardia and elevated blood pressure with wakefulness and activity.

BACKGROUND: Norepinephrine (NE) is a primary neurotransmitter of central autonomic regulation and sympathetic nerve conduction, and the norepinephrine transporter (NET) is crucial in limiting catecholaminergic signaling. NET is sensitive to antidepressants, cocaine, and amphetamine. NET blockade often is associated with cardiovascular side effects, and NET deficiency is linked to tachycardia in familial orthostatic intolerance. METHODS AND RESULTS: We telemetrically monitored NET-deficient (NET(-/-)) mice to determine the cardiovascular effects of reduced NE reuptake. Mean arterial pressure was elevated in resting NET(-/-) mice compared with NET(+/+) controls (103+/-0.6 versus 99+/-0.4 mm Hg; P<0.01), and corresponding pressures increased to 122+/-0.3 and 116+/-0.3 mm Hg (P<0.0001) with activity. Heart rate was also greater in resting NET(-/-) mice (565+/-5 versus 551+/-3 bpm; P<0.05), and genotypic differences were highly significant during the active phase (640+/-5 versus 607+/-3 bpm; P<0.0001). Conversely, the respiratory rate of resting NET(-/-) mice was dramatically reduced, whereas increases after the day/night shift surpassed those of controls. Plasma catecholamines in NET(-/-) and NET(+/+) mice were as follows: NE, 69+/-8 and 32+/-7; dihydroxyphenylglycol, 2+0.4 and 17+/-3; epinephrine, 15+/-3 and 4+/-0.6; and dopamine, 13+/-4 and 4+/-1 pmol/mL. Catechols in urine, brain, and heart also were determined. CONCLUSIONS: Resting mean arterial pressure and heart rate are maintained at nearly normal levels in NET-deficient mice, most likely as a result of increased central sympathoinhibition. However, sympathetic activation with wakefulness and activity apparently overwhelms central modulation, amplifying peripheral catecholaminergic signaling, particularly in the heart.