Algorithmic complexity of growth hormone release in humans.
Most hormones are secreted in an pulsatile rather than in a constant manner. This temporal pattern of pulsatile hormone release plays an important role in the regulation of cellular function and structure. In healthy humans growth hormone (GH) secretion is characterized by distinct pulses whereas patients bearing a GH producing tumor accompanied with excessive secretion (acromegaly) exhibit a highly irregular pattern of GH release. It has been hypothesized that this highly disorderly pattern of GH release in acromegaly arises from random events in the GH-producing tumor under decreased normal control of GH secretion. Using a context-free grammar complexity measure (algorithmic complexity) in conjunction with random surrogate data sets we demonstrate that the temporal pattern of GH release in acromegaly is not significantly different from a variety of stochastic processes. In contrast, normal subjects clearly exhibit deterministic structure in their temporal patterns of GH secretion. Our results support the hypothesis that GH release in acromegaly is due to random events in the GH-producing tumorous cells which might become independent from hypothalamic regulation.
Prank
K
K
Department of Clinical Endocrinology, Medical School Hannover, Germany.
Wagner
M
M
Brabant
G
G
D000172:Acromegaly / Q000097:blood / Q000503:physiopathology*; D000204:Activity Cycles; D000328:Adult; D000465:Algorithms; D005260:Female; D005583:Fourier Analysis; D019382:Human Growth Hormone / Q000097:blood / Q000378:metabolism*; D006801:Humans; D008297:Male; D008875:Middle Aged; D008954:Models, Biological; D010911:Pituitary Neoplasms / Q000097:blood / Q000378:metabolism; D012016:Reference Values
D019382:Human Growth Hormone