Time series prediction of plasma hormone concentration. Evidence for differences in predictability of parathyroid hormone secretion between osteoporotic patients and normal controls
K Prank, S J Nowlan, H M Harms, M Kloppstech, G Brabant, R D Hesch, T J Sejnowski, K Prank, S J Nowlan, H M Harms, M Kloppstech, G Brabant, R D Hesch, T J Sejnowski
Abstract
Recent evidence links osteoporosis, a disease of bone remodeling, to changes in the dynamics of parathyroid hormone secretion. We use nonlinear and linear time series prediction to characterize the secretory dynamics of parathyroid hormone in both healthy human subjects and patients with osteoporosis. Osteoporotic patients appear to lack the periods of high predictability found in normal humans. Our results may provide an explanation for why an intermittent administration of parathyroid hormone is effective in restoring bone mass in osteoporotic patients.
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Source: PubMed