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A distribution method for analysing the baseline of pulsatile endocrine signals as exemplified by 24‐hour growth hormone profiles
Author(s) -
Matthews D. R.,
Hindmarsh P. C.,
Pringle P. J.,
Brook C. G. D.
Publication year - 1991
Publication title -
clinical endocrinology
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.055
H-Index - 147
eISSN - 1365-2265
pISSN - 0300-0664
DOI - 10.1111/j.1365-2265.1991.tb03530.x
Subject(s) - confidence interval , statistics , pulsatile flow , mathematics , medicine , growth hormone , endocrinology , distribution (mathematics) , hormone , biology , mathematical analysis
Summary. objective To develop a method for quantifying the distribution of concentrations present in hormone profiles, which would allow an observer‐unbiased estimate of the time concentration attribute and to make an assessment of the baseline. design The log‐transformed concentrations (regardless of their temporal attribute) are sorted and allocated to class intervals. The number of observations in each Interval are then determined and expressed as a percent‐age of the total number of samples drawn In the study period. The data may be displayed as a frequency distribution or as a cumulative distribution. Cumulative distributions may be plotted as sigmoidal ogives or can be transformed into discrete probabilities (linear probits), which are then linear, and amenable to regression analysis. Probability analysis gives estimates of the mean (the value below which 50% of the observed concentrations lie, which we term ‘OC 50 ’). ‘Baseline’ can be defined in terms of percentage occupancy—the ‘Observed Concentration for 5%’ (which we term ‘OCs’) which is the threshold at or below which the hormone concentrations are measured 5% of the time.patients We report the use of applying this method to 24–hour growth hormone (GH) profiles from 63 children, 26 adults and one giant. results We demonstrate that GH effects (growth or gigantism) In these groups are more related to the baseline OCs concentration than peak concentration (0C 5 ± 95% confidence limits: adults 0.05 ± 0.04, peakheight‐velocity pubertal 0.39 ± 0.22, giant 8.9 mU/I).conclusions Pulsatile hormone profiles can be analysed using this method in order to assess baseline and other concentration domains.