Modeling neuroendocrine stress reactivity in salivary cortisol: Adjusting for peak latency variability

Stress

Volumn 17, Issue 4, 2014, Pages 285-295

  Lopez Duran, Nestor L ^a   Mayer, Stefanie E ^a   Abelson, James L ^b  

^a UNIVERSITY OF MICHIGAN   (United States)

^b UNIVERSITY OF MICHIGAN HEALTH SYSTEM   (United States)

Author keywords

ACTH; Growth curve modeling; HPA; Salivary cortisol; Sex differences

Indexed keywords

CORTICOTROPIN; HYDROCORTISONE;

ADULT; ANALYTIC METHOD; ARTICLE; BIOLOGICAL PHENOMENA AND FUNCTIONS CONCERNING THE ENTIRE ORGANISM; BLOOD SAMPLING; FEMALE; GROWTH CURVE; HUMAN; LATENT PERIOD; MAJOR CLINICAL STUDY; MALE; MEDICAL INFORMATION; MENTAL STRESS; PRIORITY JOURNAL; RISK ASSESSMENT; SALIVA ANALYSIS; SEX DIFFERENCE; SOCIAL STRESS; ADOLESCENT; BLOOD; CHEMISTRY; HYPOPHYSIS ADRENAL SYSTEM; METABOLISM; NEUROSECRETION; SALIVA; SEXUAL DEVELOPMENT; YOUNG ADULT;

ADOLESCENT; ADRENOCORTICOTROPIC HORMONE; ADULT; FEMALE; HUMANS; HYDROCORTISONE; MALE; NEUROSECRETORY SYSTEMS; PITUITARY-ADRENAL SYSTEM; SALIVA; SEX CHARACTERISTICS; STRESS, PSYCHOLOGICAL; YOUNG ADULT;

EID: 84903749044     PISSN: 10253890     EISSN: 16078888     Source Type: Journal    
DOI: 10.3109/10253890.2014.915517     Document Type: Article

References (45)

1. Abelson JL, Erickson TM, Mayer SE, Crocker J, Briggs H, Lopez-Duran NL, Liberzon I. (2014). Brief cognitive intervention can modulate neuroendocrine stress responses to the Trier Social Stress Test: buffering effects of a compassionate goal orientation. Psychoneuroendocrinology 44:60-70.
2. Abelson JL, Khan S, Liberzon I, Erickson TM, Young EA. (2008). Effects of perceived control and cognitive coping on endocrine stress responses to pharmacological activation. Biol Psychiatry 64:701-7.
3. Alin A. (2010). Multicollinearity. Wiley Interdiscip Rev Comput Stat 2: 370-4.
4. Alpers GW, Abelson JL, Wilhelm FH, Roth WT. (2003). Salivary cortisol response during exposure treatment in driving phobics. Psychosom Med 65:679-87. (Pubitemid 36900267)
5. Bellgowan PSF, Saad ZS, Bandettini PA. (2003). Understanding neural system dynamics through task modulation and measurement of functional MRI amplitude, latency, and width. Proc Natl Acad Sci USA 100:1415-19. (Pubitemid 36184016)
6. Biesanz JC, Deeb-Sossa N, Papadakis AA, Bollen KA, Curran PJ. (2004). The role of coding time in estimating and interpreting growth curve models. Psychol Methods 9:30-52. (Pubitemid 38516436)
7. Burson A, Crocker J, Mischkowski D. (2012). Two types of valueaffirmation: implications for self-control following social exclusion. Soc Psychol Personal Sci 3:510-16.
8. Childs E, Dlugos A, De Wit H. (2010). Cardiovascular, hormonal, and emotional responses to the TSST in relation to sex and menstrual cycle phase. Psychophysiology 47:550-9.
9. Clements AD. (2013). Salivary cortisol measurement in developmental research: where do we go from here? Dev Psychobiol 55:205-20.
10. Cudeck R, Toit SHC. (2002). A version of quadratic regression with interpretable parameters. Multivariate Behav Res 37:501-19. (Pubitemid 36630357)
11. De Kloet ER. (2004). Hormones and the stressed brain. Ann N Y Acad Sci 1018:1-15.
12. Gasser T, Kneip A, Ziegler P, Largo R, Prader A. (1990). A method for determining the dynamics and intensity of average growth. Ann Hum Biol 17:459-74. (Pubitemid 20377312)
13. Gueorguieva R, Krystal JH. (2004). Move over ANOVA: progress in analyzing repeated-measures data and its reflection. Arch Gen Psychiatry 61:310-17.
14. Hellhammer DH, Wust S, Kudielka BM. (2009). Salivary cortisol as a biomarker in stress research. Psychoneuroendocrinology 34:163-71.
15. Horrocks P, Jones A, Ratcliffe W, Holder G, White A, Holder R, Ratcliffe J, London D. (1990). Patterns of ACTH and cortisol pulsatility over twenty-four hours in normal males and females. Clin Endocrinol (Oxf) 32:127-34. (Pubitemid 20029953)
16. Hruschka DJ, Kohrt BA, Worthman CM. (2005). Estimating betweenand within-individual variation in cortisol levels using multilevel models. Psychoneuroendocrinology 30:698-714. (Pubitemid 40613018)
17. Jansen B, Huang H. (1985). Automated morphological analysis by means of dynamic time-warping. Electroencephalogr Clin Neurophysiol 60:282-4. (Pubitemid 15134074)
18. Kirschbaum C, Hellhammer D. (1989). Salivary cortisol in psychobiological research: an overview. Neuropsychobiology 22: 150-69. (Pubitemid 20291714)
19. Kirschbaum C, Kudielka BM, Gaab J, Schommer NC, Hellhammer DH. (1999). Impact of gender, menstrual cycle phase, and oral contraceptives on the activity of the hypothalamus-pituitary-adrenal axis. Psychosom Med 61:154-62. (Pubitemid 29168644)
20. Kirschbaum C, Pirke KM, Hellhammer DH. (1993). The trier social stress test -a tool for investigating psychobiological stress responses in a laboratory setting. Neuropsychobiology 28:76-81. (Pubitemid 23283755)
21. Kirschbaum C, Pirke KM, Hellhammer DH. (1995). Preliminary evidence for reduced cortisol responsivity to psychological stress in women using oral contraceptive medication. Psychoneuroendocrinology 20:509-14.
22. Kirschbaum C, Wolf OT, May M. (1996). Stress-and treatment-induced elevations of cortisol levels associated with impaired declarative memory in healthy adults. Life Sci 58:1475-83. (Pubitemid 26122725)
23. Kirschbaum C, Wu? st S, Hellhammer DH. (1992). Consistent sexdifferences in cortisol responses to psychological stress. Psychosom Med 54:648-57.
24. Kneip A, Gasser T. (1992). Statistical tools to analyze data representing a sample of curves. Ann Stat 20:1266-305.
25. Kudielka BM, Buske-Kirschbaum A, Hellhammer DH, Kirschbaum C. (2004). HPA axis responses to laboratory psychosocial stress in healthy elderly adults, younger adults, and children: impact of age and gender. Psychoneuroendocrinology 29:83-98. (Pubitemid 37303960)
26. Kudielka BM, Hellhammer DH, Wu?st S. (2009). Why do we respond so differently? Reviewing determinants of human salivary cortisol responses to challenge. Psychoneuroendocrinology 34: 2-18.
27. Kumsta R, Entringer S, Hellhammer DH, Wu?st S. (2007). Cortisol and ACTH responses to psychosocial stress are modulated by corticosteroid binding globulin levels. Psychoneuroendocrinology 32:1153-7. (Pubitemid 350086824)
28. Lindquist MA, Meng Loh J, Atlas LY, Wager TD. (2009). Modeling the hemodynamic response function in fMRI: efficiency, bias and mismodeling. Neuroimage 45:S187-98.
29. Lopez-Duran NL, Hajal NJ, Olson SL, Felt BT, Vazquez DM. (2009). Individual differences in cortisol responses to fear and frustration during middle childhood. J Exp Child Psychol 103:285-95.
30. Matthews JN, Altman DG, Cambell MJ, Royston P. (1990). Analysis of serial measurements in medical research. Br Med J 300:230-5. (Pubitemid 20045528)
31. Miller R, Plessow F. (2012). Transformation techniques for crosssectional and longitudinal endocrine data: application to salivary cortisol concentrations. Psychoneuroendocrinology 38:941-6.
32. Naggara O, Raymond J, Guilbert F, Roy D, Weill A, Altman DG. (2011). Analysis by categorizing or dichotomizing continuous variables is inadvisable: an example from the natural history of unruptured aneurysms. Am J Neuroradiol 32:437-40.
33. Pruessner JC, Kirschbaum C, Meinlschmid G, Hellhammer DH. (2003). Two formulas for computation of the area under the curve represent measures of total hormone concentration versus time-dependent change. Psychoneuroendocrinology 28:916-31. (Pubitemid 36936799)
34. Ramsay J. (2006). Functional data analysis. 2nd ed. New York, NY: Springer.
35. Ramsay JO, Li X. (1998). Curve registration. J R Stat Soc Ser B (Statistical Methodol) 60:351-63.
36. Roelfsema F, Van G, Berg M. (1993). Sex-dependent alteration in cortisol response to endogenous adrenocorticotropin. Pituitary 77: 234-40.
37. Rohleder N, Schommer NC, Hellhammer DH, Engel R, Kirschbaum C. (2001). Sex differences in glucocorticoid sensitivity of proinflammatory cytokine production after psychosocial stress. Psychosom Med 63:966-72. (Pubitemid 33101383)
38. Schlotz W, Hammerfald K, Ehlert U, Gaab J. (2011). Individual differences in the cortisol response to stress in young healthy men: testing the roles of perceived stress reactivity and threat appraisal using multiphase latent growth curve modeling. Biol Psychol 87: 257-64.
39. Schoofs D, Wolf OT. (2011). Are salivary gonadal steroid concentrations influenced by acute psychosocial stress? A study using the Trier Social Stress Test (TSST). Int J Psychophysiol 80:36-43.
40. Singer JD. (1998). Using SAS PROC MIXED to fit multilevel models, hierarchical models, and individual growth models. J Educ Behav Stat 23:323-55.
41. Singer JD, Willett J. (2003). Applied longitudinal data analysis: modeling change and event occurrence. New York, NY: Oxford University Press.
42. Uhart M, Chong RY, Oswald L, Lin P-I, Wand GS. (2006). Gender differences in hypothalamic-pituitary-adrenal (HPA) axis reactivity. Psychoneuroendocrinology 31:642-52.
43. Vantini S, Vatini S. (2012). On the definition of phase and amplitude variability in functional data analysis. Test 21: 676-96.
44. Wang K, Begleiter H, Porjesz B. (2001). Warp-averaging event-related potentials. Clin Neurophysiol 112:1917-24. (Pubitemid 32831532)
45. Wu S, Jude S. (2010). Two-piecewise random coefficient model using proc mixed. PharmaSUG Conf Proc. p 1-6.