DocumentCode
1995059
Title
Construction of time-specified reference limits for growth hormone secretion in prepuberal children
Author
Hermida, Ramón C. ; García, Leopoldo ; Fernández, José R. ; Ayala, Diana E.
Author_Institution
ETSI Telecomunicacion, Vigo Univ., Spain
fYear
1994
fDate
10-12 Jun 1994
Firstpage
164
Lastpage
169
Abstract
The ideal reference interval for a variable of clinical interest would be specific for all deterministic factors affecting that variable, including the time of sampling in relation to biologic rhythms. In particular, growth hormone is characterized in children by circadian and ultradian variability, with high peaks of secretion occurring mainly during sleep. This pattern of growth hormone secretion can be modelled by multiple linear least-squares analysis, allowing the concomitant fit of several significant harmonics. With the aim to investigate rhythmic changes in growth hormone secretion and to derive tolerance limits for its circadian variability, while also studying possible differences in rhythmic characteristics between children with short versus standard stature, the authors analyzed data sampled around the clock in groups of prepuberal children differentiated according to stature. Original data were used to compute time-specified tolerance limits for the circadian variability of growth hormone. The method, derived on the basis of bootstrap techniques, does not need to assume normality or symmetry in the data and, therefore, it is highly appropriate to describe the circadian pattern of growth hormone secretion. These tolerance intervals, computed from hybrid time series, may take into account both inter- and intra-individual variability. The provision of such tolerance limits introduces time-specification and time-structure evaluation into prevention, diagnosis and treatment of growth disorders
Keywords
least squares approximations; medical diagnostic computing; patient monitoring; physiology; time series; biologic rhythms; bootstrap techniques; circadian variability; data analysis; growth disorder diagnosis; growth disorder treatment; growth hormone; growth hormone secretion; hybrid time series; multiple linear least-squares analysis; prepuberal children; rhythmic changes; rhythmic characteristics; secretion; sleep; time-specification; time-specified reference limits; time-specified tolerance limits; time-structure evaluation; Biochemistry; Biological system modeling; Clocks; Data analysis; Fluids and secretions; Harmonic analysis; Pattern analysis; Pediatrics; Rhythm; Sampling methods;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer-Based Medical Systems, 1994., Proceedings 1994 IEEE Seventh Symposium on
Conference_Location
Winston-Salem, NC
Print_ISBN
0-8186-6256-5
Type
conf
DOI
10.1109/CBMS.1994.316005
Filename
316005
Link To Document