Two formulas for computation of the area under the curve represent measures of total hormone concentration versus time-dependent change.
Study protocols in endocrinological research and the neurosciences often employ repeated measurements over time to record changes in physiological or endocrinological variables. While it is desirable to acquire repeated measurements for finding individual and group differences with regard to response time and duration, the amount of data gathered often represents a problem for the statistical analysis. When trying to detect possible associations between repeated measures and other variables, the area under the curve (AUC) is routinely used to incorporate multiple time points. However, formulas for computation of the AUC are not standardized across laboratories, and existing differences are usually not presented when discussing results, thus causing possible variability, or incompatibility of findings between research groups. In this paper, two formulas for calculation of the area under the curve are presented, which are derived from the trapezoid formula. These formulas are termed 'Area under the curve with respect to increase' (AUCI) and 'Area under the curve with respect to ground' (AUCG). The different information that can be derived from repeated measurements with these two formulas is exemplified using artificial and real data from recent studies of the authors. It is shown that depending on which formula is used, different associations with other variables may emerge. Consequently, it is recommended to employ both formulas when analyzing data sets with repeated measures.
Pruessner
Jens C
JC
McConnell Brain Imaging Centre, Montreal Neurological Institute, McGill University, Montreal, Canada. jens@bic.mni.mcgill.ca
Kirschbaum
Clemens
C
Meinlschmid
Gunther
G
Hellhammer
Dirk H
DH
D019540:Area Under Curve; D003907:Dexamethasone; D005938:Glucocorticoids; D006728:Hormones / Q000032:analysis*; D006801:Humans; D006854:Hydrocortisone / Q000032:analysis; D007700:Kinetics; D008433:Mathematics; D012463:Saliva / Q000737:chemistry; D013315:Stress, Psychological / Q000378:metabolism; D013663:Teaching
D005938:Glucocorticoids; D006728:Hormones; D003907:Dexamethasone; D006854:Hydrocortisone