The DOI matches its Crossref record; 153 of the 154 references it cites were found in a registry or an index.
Stress-related and basic determinants of hair cortisol in humans: A meta-analysis
Abstract
The analysis of hair cortisol concentrations (HCC) is a relatively new strategy to measure long-term cumulative cortisol levels, which is increasingly used in psychoneuroendocrinological research. Here, we conduct a first comprehensive meta-analysis of HCC research based on aggregated data from a total of 124 (sub)samples (66 independent studies; total N=10,289). We seek to answer two central questions: (i) Which covariates and basic features of HCC need to be considered in future research? (ii) What are the main determinants of HCC in terms of chronic stress exposure and mental health? Concerning basic characteristics, our findings identify several covariates to be considered (age, sex, hair washing frequency, hair treatment, oral contraceptive use), confirm a decline of HCC from the first to the second proximal 3cm hair segment, and show positive associations between HCC and short-term salivary cortisol measures. Regarding chronic stress, we show that stress-exposed groups on a whole exhibit 22% increased HCC. This long-term cortisol hypersecretion emerges particularly when stress is still ongoing at the time of study (+43% HCC) but is not present in conditions of past/absent stress (-9% HCC, n.s.). We also report evidence for 17%-reduced HCC in anxiety disorders, such as PTSD. Interestingly, no consistent associations with mood disorders and self-reports of perceived stress, depressiveness or social support are found. However, our findings reveal positive associations of HCC with stress-related anthropometric (body mass index, waist-to-hip ratio) and hemodynamic measures (systolic blood pressure). These meta-analytic results are discussed in the light of their practical implications and important areas for future inquiry are outlined.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“Meta-analytic and descriptive reviews show that chronic stress is associated with elevated long-term cortisol secretion (Stalder et al., 2017; Staufenbiel et al., 2013), with stressor duration and recency since stressor onset being important factors in shaping basal cortisol levels (Miller et al., 2007).”
From More than a feeling: A unified view of stress measurement for population science (2018) · cites this paper as Stalder et al., 2017
In the citing paper
“Elevated hair cortisol levels in stressed populations have previously been found (reviewed in Stalder et al., 2017; Staufenbiel et al., 2013).”
From Chronic Stress, Hair Cortisol and Depression: A Prospective and Longitudinal Study of Medical Internship (2018) · cites this paper as Stalder et al., 2017
In the citing paper
“However, the first meta-analytic review, which included primarily cross-sectional studies, did not show consistent links with self-reported depressiveness (Stalder et al., 2017).”
From Chronic Stress, Hair Cortisol and Depression: A Prospective and Longitudinal Study of Medical Internship (2018) · cites this paper as Stalder et al., 2017
In the citing paper
“Cross-sectional studies have shown elevated hair cortisol in stressed populations (Stalder et al., 2017; Staufenbiel et al., 2013)”
From Chronic Stress, Hair Cortisol and Depression: A Prospective and Longitudinal Study of Medical Internship (2018) · cites this paper as Stalder et al., 2017
In the citing paper
“Our results are consistent with a recent meta-analysis that found no clear relationships between hair cortisol and self-reported depressiveness (Stalder et al., 2017).”
From Chronic Stress, Hair Cortisol and Depression: A Prospective and Longitudinal Study of Medical Internship (2018) · cites this paper as Stalder et al., 2017
Citations
Cites
R: A Language and Environment for Statistical Computing
R Core Team (2000) · doi:10.32614/r.manuals · Cited by 355,893
A Global Measure of Perceived Stress
Cohen, S., Kamarck, T., & Mermelstein, R. (1983) · Journal of Health and Social Behavior · doi:10.2307/2136404 · Cited by 32,807
Conducting Meta-Analyses in R with the metafor Package
Viechtbauer, W. (2010) · Journal of Statistical Software · doi:10.18637/jss.v036.i03 · Cited by 20,464
Operating characteristics of a rank correlation test for publication bias
Begg, C. B., & Mazumdar, M. (1994) · Biometrics · doi:10.2307/2533446 · Cited by 16,955
Borenstein, M., Hedges, L. V., Higgins, J. P. T., & Rothstein, H. R. (2021) · doi:10.1002/9781119558378 · Cited by 9,799
Sapolsky, R. M., Romero, L. M., & Munck, A. U. (2000) · Endocrine Reviews · doi:10.1210/edrv.21.1.0389 · Cited by 7,541
Sapolsky, R. M. (2000) · Endocrine Reviews · doi:10.1210/er.21.1.55 · Cited by 7,533
Protective and Damaging Effects of Stress Mediators
McEwen, B. S. (1998) · New England Journal of Medicine · doi:10.1056/nejm199801153380307 · Cited by 6,733 · cited 2×
“…with more severe stress (e.g. caregiving stress, trauma exposure) where patterns of worrying and ruminating pervade individuals’ lives, thus inducing cumulative burden that eventually exhausts the regulatory capacities of the HPA axis and manifests in long-term endocrine changes (McEwen, 1998).”
Dickerson, S. S., & Kemeny, M. E. (2004) · Psychological Bulletin · doi:10.1037/0033-2909.130.3.355 · Cited by 5,881
Stress and disorders of the stress system
Chrousos, G. P. (2009) · Nature Reviews Endocrinology · doi:10.1038/nrendo.2009.106 · Cited by 3,215
Validity and reliability of the Experience-Sampling Method
CSIKSZENTMIHALYI, M., & LARSON, R. (1987) · The Journal of Nervous and Mental Disease · doi:10.1097/00005053-198709000-00004 · Cited by 2,544
Morris, S. B., & DeShon, R. P. (2002) · Psychological Methods · doi:10.1037/1082-989x.7.1.105 · Cited by 2,502
Miller, G. E., Chen, E., & Zhou, E. S. (2007) · Psychological Bulletin · doi:10.1037/0033-2909.133.1.25 · Cited by 2,467
Improved tests for a random effects meta‐regression with a single covariate
Knapp, G., & Hartung, J. (2003) · Statistics in Medicine · doi:10.1002/sim.1482 · Cited by 2,075
Peters, J. L., Sutton, A. J., Jones, D. R., Abrams, K. R., & Rushton, L. (2008) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2007.11.010 · Cited by 2,053
The HPA axis in major depression: classical theories and new developments
Pariante, C. M., & Lightman, S. L. (2008) · Trends in Neurosciences · doi:10.1016/j.tins.2008.06.006 · Cited by 2,009
Ecological Momentary Assessment (Ema) in Behavioral Medicine
Stone, A. A., & Shiffman, S. (1994) · Annals of Behavioral Medicine · doi:10.1093/abm/16.3.199 · Cited by 1,931
The link between childhood trauma and depression: insights from HPA axis studies in humans
Heim, C., Newport, D. J., Mletzko, T., Miller, A. H., & Nemeroff, C. B. (2008) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2008.03.008 · Cited by 1,704
Sex differences in HPA axis responses to stress: a review
Kudielka, B. M., & Kirschbaum, C. (2005) · Biological Psychology · doi:10.1016/j.biopsycho.2004.11.009 · Cited by 1,624
Self-citationThe Tie That Binds? Coherence Among Emotion Experience, Behavior, and Physiology.
Mauss, I. B., Levenson, R. W., McCarter, L., Wilhelm, F. H., & Gross, J. J. (2005) · Emotion · doi:10.1037/1528-3542.5.2.175 · Cited by 1,201 · cited 3×
“, 2005) and by socialdesirability and retrospection bias (Bernard et al., 1984; Feldman et al., 1999; Mauss et al., 2005).”
Russell, E., Koren, G., Rieder, M., & Van Uum, S. (2012) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2011.09.009 · Cited by 1,063
Cortisol awakening response and psychosocial factors: a systematic review and meta-analysis
Chida, Y., & Steptoe, A. (2009) · Biological Psychology · doi:10.1016/j.biopsycho.2008.10.004 · Cited by 1,032 · cited 4×
“It is also noteworthy that our findings did not reveal significant associations of HCC with measures of the CAR or overall post-awakening cortisol secretion.”
InfluentialMethodological issues and advances in biological meta-analysis
Nakagawa, S., & Santos, E. S. A. (2012) · Evolutionary Ecology · doi:10.1007/s10682-012-9555-5 · Cited by 1,032
Assessment of the cortisol awakening response: Expert consensus guidelines
Stalder, T., Kirschbaum, C., Kudielka, B. M., Adam, E. K., Pruessner, J. C., Wüst, S., Dockray, S., Smyth, N., Evans, P., Hellhammer, D. H., et al. (2016) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2015.10.010 · Cited by 967
Self-citationKudielka, B. M., Hellhammer, D. H., & Wüst, S. (2009) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2008.10.004 · Cited by 963
Effects of gender and age on the levels and circadian rhythmicity of plasma cortisol
Van Cauter, E. (1996) · Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.81.7.2468 · Cited by 951
The Problem of Informant Accuracy: The Validity of Retrospective Data
Bernard, H. R., Killworth, P., Kronenfeld, D., & Sailer, L. (1984) · Annual Review of Anthropology · doi:10.1146/annurev.an.13.100184.002431 · Cited by 896
Analysis of cortisol in hair – State of the art and future directions
Stalder, T., & Kirschbaum, C. (2012) · Brain Behavior and Immunity · doi:10.1016/j.bbi.2012.02.002 · Cited by 835
Self-citationParadise lost: the neurobiological and clinical consequences of child abuse and neglect
Nemeroff, C. B. (2016) · Neuron · doi:10.1016/j.neuron.2016.01.019 · Cited by 768
Hair cortisol, stress exposure, and mental health in humans: A systematic review
Staufenbiel, S. M., Penninx, B. W. J. H., Spijker, A. T., Elzinga, B. M., & van Rossum, E. F. C. (2013) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2012.11.015 · Cited by 736
Campbell, J., & Ehlert, U. (2012) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2011.12.010 · Cited by 683
Cortisol and post-traumatic stress disorder in adults: Systematic review and meta-analysis
Meewisse, M.-L., Reitsma, J. B., De Vries, G.-J., Gersons, B. P. R., & Olff, M. (2007) · British Journal of Psychiatry · doi:10.1192/bjp.bp.106.024877 · Cited by 661
Yehuda, R., Teicher, M. H., Trestman, R. L., Levengood, R. A., & Siever, L. J. (1996) · Biological Psychiatry · doi:10.1016/0006-3223(95)00451-3 · Cited by 654
Kirschbaum, C., Tietze, A., Skoluda, N., & Dettenborn, L. (2009) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2008.08.024 · Cited by 584
Self-citationMeasurement of cortisol in human Hair as a biomarker of systemic exposure
Koren, G., Grace Walsh, R. N., Tokmakejian, S., & Uum, S. H. M. V. (2007) · Clinical and investigative medicine · doi:10.25011/cim.v30i5.2894 · Cited by 578
Hellhammer, J., Fries, E., Schweisthal, O. W., Schlotz, W., Stone, A. A., & Hagemann, D. (2007) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2006.10.005 · Cited by 540
Morris, M. C., Compas, B. E., & Garber, J. (2012) · Clinical Psychology Review · doi:10.1016/j.cpr.2012.02.002 · Cited by 466 · cited 7×
“Still, it is of note that our general 12 result pattern corresponds to the results of a recent qualitative review on HCC data in the context of trauma and PTSD, which was tailored to these ends and thus included a larger number of studies (review: Steudte-Schmiedgen et al., 2016).”
InfluentialMinireview: Hair cortisol: A novel biomarker of hypothalamic-pituitary-adrenocortical activity
Meyer, J. S., & Novak, M. A. (2012) · Endocrinology · doi:10.1210/en.2012-1226 · Cited by 457
Foley, P., & Kirschbaum, C. (2010) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2010.01.010 · Cited by 455
Self-citationRohleder, N., Joksimovic, L., Wolf, J. M., & Kirschbaum, C. (2004) · Biological Psychiatry · doi:10.1016/j.biopsych.2003.11.018 · Cited by 393
Self-citationTafet, G. E., & Nemeroff, C. B. (2016) · The Journal of Neuropsychiatry and Clinical Neurosciences · doi:10.1176/appi.neuropsych.15030053 · Cited by 393 · cited 1×
“…unharmful (Sapolsky et al., 2000), the cumulative impact of repeated cortisol reactivity and/or long-term dysregulated secretion, e.g. under chronic stress conditions, is assumed to be maladaptive and related to ill-health (Chrousos, 2009; Heuser and Lammers, 2003; Tafet and Nemeroff, 2015).”
Detection of physiological concentrations of cortisol and cortisone in human hair
Raul, J.-S., Cirimele, V., Ludes, B., & Kintz, P. (2004) · Clinical Biochemistry · doi:10.1016/j.clinbiochem.2004.02.010 · Cited by 348
D'Anna‐Hernandez, K., Ross, R. G., Natvig, C. L., & Laudenslager, M. L. (2011) · Physiology & Behavior · doi:10.1016/j.physbeh.2011.02.041 · Cited by 346
Uum, S. H. M. V., Sauvé, B., Fraser, L.-A., Morley-Forster, P., Paul, T. L., & Koren, G. (2008) · Stress · doi:10.1080/10253890801887388 · Cited by 332
Schulz, P. J., & Schlotz, W. (1999) · Diagnostica · doi:10.1026//0012-1924.45.1.8 · Cited by 323
Evaluation of a method to measure long term cortisol levels
Manenschijn, L., Koper, J. W., Lamberts, S. W. J., & van Rossum, E. F. C. (2011) · Steroids · doi:10.1016/j.steroids.2011.04.005 · Cited by 322
Altered cortisol awakening response in posttraumatic stress disorder
Wessa, M., Rohleder, N., Kirschbaum, C., & Flor, H. (2006) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2005.06.010 · Cited by 282
Self-citationHigher cortisol content in hair among long-term unemployed individuals compared to controls
Dettenborn, L., Tietze, A., Bruckner, F., & Kirschbaum, C. (2010) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2010.04.006 · Cited by 280
Self-citationDettenborn, L., Tietze, A., Kirschbaum, C., & Stalder, T. (2012) · Stress · doi:10.3109/10253890.2012.654479 · Cited by 277
Self-citationIntraindividual stability of hair cortisol concentrations
Stalder, T., Steudte, S., Miller, R., Skoluda, N., Dettenborn, L., & Kirschbaum, C. (2012) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2011.08.007 · Cited by 271
Self-citationSpiga, F., Walker, J. J., Terry, J. R., & Lightman, S. L. (2014) · Comprehensive Physiology · doi:10.1002/cphy.c140003 · Cited by 267
Karatsoreos, I. N., Bhagat, S. M., Bowles, N. P., Weil, Z. M., Pfaff, D. W., & McEwen, B. S. (2010) · Endocrinology · doi:10.1210/en.2009-1436 · Cited by 260
Short, S. J., Stalder, T., Marceau, K., Entringer, S., Moog, N. K., Shirtcliff, E. A., Wadhwa, P. D., & Buss, C. (2016) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2016.05.007 · Cited by 239
The relationship between stress and hair cortisol in healthy pregnant women
Kalra, S., Einarson, A., Karaskov, T., Uum, S. H. M. V., & Koren, G. (2007) · Clinical and investigative medicine · doi:10.25011/cim.v30i2.986 · Cited by 238
Cortisol in Hair and the Metabolic Syndrome
Tobias Stalder, A., Kirschbaum, C., Alexander, N., Bornstein, S. R., Gao, W., Miller, R. E., Stark, S., Bosch, J. A., & Fischer, J. E. (2013) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2013-1056 · Cited by 237
Self-citationSmoking, cortisol and nicotine
Steptoe, A., & USSHER, M. H. (2005) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2005.10.011 · Cited by 237
Cortisol in hair measured in young adults - a biomarker of major life stressors?
Karlén, J., Ludvigsson, J., Frostell, A. S., Theodorsson, E., & Faresjö, T. (2011) · BMC Clinical Pathology · doi:10.1186/1472-6890-11-12 · Cited by 227
Effect of chronic stress and exogenous glucocorticoids on regional fat distribution and metabolism
Rebuffé-Scrive, M., Walsh, U. A., McEwen, B. S., & Rodin, J. (1992) · Physiology & Behavior · doi:10.1016/0031-9384(92)90351-2 · Cited by 218
Hair analysis provides a historical record of cortisol levels in Cushing's syndrome
Thomson, S., Koren, G., Fraser, L.-A., Rieder, M., Friedman, T. C., & Van Uum, S. H. M. (2009) · Experimental and Clinical Endocrinology & Diabetes · doi:10.1055/s-0029-1220771 · Cited by 218
Increased Salivary Cortisol Reliably Induced by a Protein-Rich Midday Meal
Gibson, E. L., Checkley, S., Papadopoulos, A., Poon, L., Daley, S., & Wardle, J. (1999) · Psychosomatic Medicine · doi:10.1097/00006842-199903000-00014 · Cited by 211
Shift Work at Young Age Is Associated with Elevated Long-Term Cortisol Levels and Body Mass Index
Manenschijn, L., van Kruysbergen, R., de Jong, F. H., Koper, J. W., & van Rossum, E. F. C. (2011) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2011-1551 · Cited by 209
Manenschijn, L., Schaap, L. S., van Schoor, N. M., van der Pas, S., Peeters, G. M. E. E., Lips, P. T. A. M., Koper, J. W., & van Rossum, E. F. C. (2013) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2012-3663 · Cited by 207
Decreased hair cortisol concentrations in generalised anxiety disorder
Steudte‐Schmiedgen, S., Tobias Stalder, A., Dettenborn, L., Klumbies, E., Foley, P., Beesdo‐Baum, K., & Kirschbaum, C. (2010) · Psychiatry Research · doi:10.1016/j.psychres.2010.09.002 · Cited by 207
Self-citationKelly, J., Mangos, G., Williamson, P., & Whitworth, J. A. (1998) · Clinical and Experimental Pharmacology and Physiology · doi:10.1111/j.1440-1681.1998.tb02301.x · Cited by 204
Wosu, A. C., Valdimarsdóttir, U., Shields, A. E., Williams, D. R., & Williams, M. A. (2013) · Annals of Epidemiology · doi:10.1016/j.annepidem.2013.09.006 · Cited by 199
Laughlin, G. A., & Barrett-Connor, E. L. (2000) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jcem.85.10.6861 · Cited by 197
Steudte, S., Kirschbaum, C., Gao, W., Alexander, N., Schönfeld, S., Hoyer, J., & Stalder, T. (2013) · Biological Psychiatry · doi:10.1016/j.biopsych.2013.03.011 · Cited by 196
Self-citationIncreased cortisol concentrations in hair of severely traumatized Ugandan individuals with PTSD
Steudte‐Schmiedgen, S., Kolassa, I., Stalder, T., Pfeiffer, A., Kirschbaum, C., & Elbert, T. R. (2011) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2011.02.012 · Cited by 193
Self-citationConnell, J. M. C., Whitworth, J. A., Davies, D. L., Lever, A. F., Richards, A. M., & Fraser, R. (1987) · Journal of Hypertension · doi:10.1097/00004872-198708000-00007 · Cited by 188 · cited 1×
“…for diastolic BP. Combined, these findings concur with a role of glucocorticoids in the pathogenesis of cardiometabolic abnormalities (Chrousos, 2009), particularly central adiposity (Karatsoreos et al., 2010; Rebuffe-Scrive et al., 1992) and hypertension (Connell et al., 1987; Kelly et al., 1998).”
Cortisol in hair, body mass index and stress-related measures
Stalder, T., Steudte‐Schmiedgen, S., Alexander, N., Miller, R. E., Gao, W., Dettenborn, L., & Kirschbaum, C. (2012) · Biological Psychology · doi:10.1016/j.biopsycho.2012.03.010 · Cited by 182
Self-citationNegative emotions and acute physiological responses to stress
Feldman, P. J., Cohen, S., Lepore, S. J., Matthews, K. A., Kamarck, T. W., & Marsland, A. L. (1999) · Annals of Behavioral Medicine · doi:10.1007/bf02884836 · Cited by 182
Dettenborn, L., Muhtz, C., Skoluda, N., Stalder, T., Steudte, S., Hinkelmann, K., Kirschbaum, C., & Otte, C. (2012) · Stress · doi:10.3109/10253890.2011.619239 · Cited by 181
Self-citationAlmeida, D. M., Piazza, J. R., & Stawski, R. S. (2009) · Psychology and Aging · doi:10.1037/a0017910 · Cited by 179
Steudte‐Schmiedgen, S., Kirschbaum, C., Alexander, N., & Stalder, T. (2016) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2016.07.015 · Cited by 177
Self-citationLarsson, C., Gullberg, B., Råstam, L., & Lindblad, U. (2009) · BMC Endocrine Disorders · doi:10.1186/1472-6823-9-16 · Cited by 175
Determinants of hair cortisol and hair cortisone concentrations in adults.
Staufenbiel, S. M., Penninx, B., de Rijke, Y. D., van den Akker, E. V. D., & van Rossum, E. V. (2015) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2015.06.011 · Cited by 169
Elevated hair cortisol concentrations in endurance athletes
Skoluda, N., Dettenborn, L., Tobias Stalder, A., & Kirschbaum, C. (2011) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2011.09.001 · Cited by 169
Self-citationToward Standardization of Hair Cortisol Measurement
Russell, E., Kirschbaum, C., Laudenslager, M. L., Tobias Stalder, A., de Rijke, Y. B., van Rossum, E. F. C., Uum, S. H. M. V., & Koren, G. (2014) · Therapeutic Drug Monitoring · doi:10.1097/ftd.0000000000000148 · Cited by 158
Self-citationLC–MS based analysis of endogenous steroid hormones in human hair
Gao, W., Kirschbaum, C., Graß, J., & Stalder, T. (2015) · The Journal of Steroid Biochemistry and Molecular Biology · doi:10.1016/j.jsbmb.2015.12.022 · Cited by 155
Self-citationMiller, R., & Plessow, F. (2013) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2012.09.013 · Cited by 150
Self-citationMenning, S., de Ruiter, M. B., Veltman, D. J., Koppelmans, V., Kirschbaum, C., Boogerd, W. J., Reneman, L., & Schagen, S. B. (2015) · NeuroImage Clinical · doi:10.1016/j.nicl.2015.02.005 · Cited by 135
Self-citationPredictors of hair cortisol concentrations in older adults
Feller, S., Vigl, M., Bergmann, M. M., Boeing, H., Kirschbaum, C., & Stalder, T. (2013) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2013.10.007 · Cited by 134
Self-citationSteudte-Schmiedgen, S., Stalder, T., Schönfeld, S., Wittchen, H.-U., Trautmann, S., Alexander, N., Miller, R., & Kirschbaum, C. (2015) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2015.05.007 · Cited by 130
Self-citationHeuser, I., & Lammers, C. (2003) · Neurobiology of Aging · doi:10.1016/s0197-4580(03)00048-4 · Cited by 129
Cortisol and behavior: 2. Application of a Latent state-trait model to salivary cortisol
Kirschbaum, C., Steyer, R., Eid, M., Patalla, U., Schwenkmezger, P., & Hellhammer, D. H. (1990) · Psychoneuroendocrinology · doi:10.1016/0306-4530(90)90080-s · Cited by 128
Self-citationHair Cortisol Analysis: A Promising Biomarker of HPA Activation in Older Adults: Figure 1.
Wright, K., Hickman, R. L., & Laudenslager, M. L. (2015) · The Gerontologist · doi:10.1093/geront/gnu174 · Cited by 128
Relationship between Hair Cortisol and Perceived Chronic Stress in a Diverse Sample
O'brien, K., Tronick, E. Z., & Moore, C. L. (2012) · Stress and Health · doi:10.1002/smi.2475 · Cited by 127
Tobias Stalder, A., Kirschbaum, C., Heinze, K., Steudte‐Schmiedgen, S., Foley, P., Tietze, A., & Dettenborn, L. (2010) · Biological Psychology · doi:10.1016/j.biopsycho.2010.08.005 · Cited by 126
Self-citationUrinary cortisol and catecholamines in mothers of child cancer survivors with and without PTSD
Glover, D. A., & Poland, R. E. (2002) · Psychoneuroendocrinology · doi:10.1016/s0306-4530(01)00081-6 · Cited by 124
Manenschijn, L., Koper, J. W., van den Akker, E. L. T., de Heide, L. J. M., Geerdink, E. A. M., de Jong, F. H., Feelders, R. A., & van Rossum, E. F. C. (2012) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2012-1852 · Cited by 122
Hair cortisol reflects socio-economic factors and hair zinc in preschoolers
Vaghri, Z., Guhn, M., Weinberg, J., GRUNAU, R. E., Yu, W. K., & Hertzman, C. (2012) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2012.06.009 · Cited by 121
Mendelson, J. H., & STEIN, S. (1966) · Psychosomatic Medicine · doi:10.1097/00006842-196607000-00037 · Cited by 120
Matrix product ansatz for Fermi fields in one dimension
Chung, S. S., Sun, K., & Bolech, C. J. (2015) · Physical Review B · doi:10.1103/physrevb.91.121108 · Cited by 118
Elevated hair cortisol levels in chronically stressed dementia caregivers
Tobias Stalder, A., Tietze, A., Steudte‐Schmiedgen, S., Alexander, N., Dettenborn, L., & Kirschbaum, C. (2014) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2014.04.021 · Cited by 115
Self-citationVanaelst, B., Huybrechts, I., Bammann, K., Michels, N., Vriendt, T. D., Vyncke, K. E., Sioen, I., Iacoviello, L., Günther, K., Molnár, D., et al. (2012) · Psychophysiology · doi:10.1111/j.1469-8986.2012.01396.x · Cited by 107
Increased Scalp Hair Cortisol Concentrations in Obese Children
Veldhorst, M. A. B., Noppe, G., Jongejan, M., Kok, C. B. M., Mekić, S., Koper, J. W., van Rossum, E. F. C., & van den Akker, E. L. T. (2013) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2013-2924 · Cited by 107
Braig, S., Grabher, F., Ntomchukwu, C., Reister, F., Stalder, T., Kirschbaum, C., Genuneit, J., & Rothenbacher, D. (2015) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2014.12.006 · Cited by 105
Self-citationGRUNAU, R. E., Cepeda, I. L., Chau, C. M. Y., Brummelte, S., Weinberg, J., Lavoie, P. M., Ladd, M., Hirschfeld, A. F., Russell, E., Koren, G., et al. (2013) · PLoS ONE · doi:10.1371/journal.pone.0073926 · Cited by 105
HPLC-FLU detection of cortisol distribution in human hair
Gao, W., Xie, Q., Jin, J., Qiao, T., Wang, H., Chen, L., Deng, H., & Lu, Z. (2010) · Clinical Biochemistry · doi:10.1016/j.clinbiochem.2010.01.014 · Cited by 101
Early Psychosocial Exposures, Hair Cortisol Levels, and Disease Risk
Karlén, J., Ludvigsson, J., Hedmark, M., Faresjö, Å., Theodorsson, E., & Faresjö, T. (2015) · PEDIATRICS · doi:10.1542/peds.2014-2561 · Cited by 98
Hinkelmann, K., Muhtz, C., Dettenborn, L., Agorastos, A., Wingenfeld, K., Spitzer, C., Gao, W., Kirschbaum, C., Wiedemann, K., & Otte, C. (2013) · Biological Psychiatry · doi:10.1016/j.biopsych.2013.04.021 · Cited by 96
Self-citationLong‐term cortisol levels measured in scalp hair of obese patients
Wester, V. L., Staufenbiel, S. M., Veldhorst, M. A. B., Visser, J. A., Manenschijn, L., Koper, J. W., Klessens‐Godfroy, F. J. M., van den Akker, E. L. T., & van Rossum, E. F. C. (2014) · Obesity · doi:10.1002/oby.20795 · Cited by 94
Endocrinology and Metabolism in Exercise
Galbo, H. (1981) · International Journal of Sports Medicine · doi:10.1055/s-2008-1034610 · Cited by 94
Wells, S. L., Tremblay, P. F., Flynn, A. M., Russell, E., Kennedy, J., Rehm, J. T., Uum, S. H. M. V., Koren, G., & Graham, K. (2014) · Stress · doi:10.3109/10253890.2014.930432 · Cited by 93
Stress and the Multiple-Role Woman: Taking a Closer Look at the “Superwoman”
Sumra, M. K., & Schillaci, M. A. (2015) · PLoS ONE · doi:10.1371/journal.pone.0120952 · Cited by 92
Lanctôt, K. L. (2010) · Neuropsychiatric Disease and Treatment · doi:10.2147/ndt.s10353 · Cited by 90
Wingenfeld, K., Whooley, M. A., Neylan, T. C., Otte, C., & Cohen, B. E. (2014) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2014.10.023 · Cited by 89
Schalinski, I., Elbert, T., Steudte-Schmiedgen, S., & Kirschbaum, C. (2015) · PLOS ONE · doi:10.1371/journal.pone.0136921 · Cited by 88
Self-citationXie, Q., Gao, W., Li, J., Qiao, T., Jin, J., Deng, H., & Lu, Z. (2011) · Clinical Chemistry and Laboratory Medicine (CCLM) · doi:10.1515/cclm.2011.706 · Cited by 85
Kuehl, L. K., Hinkelmann, K., Muhtz, C., Dettenborn, L., Wingenfeld, K., Spitzer, C., Kirschbaum, C., Wiedemann, K., & Otte, C. (2014) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2014.09.012 · Cited by 85
Self-citationHolland, B. J. V., Frings‐Dresen, M. H. W., & Sluiter, J. K. (2011) · International Archives of Occupational and Environmental Health · doi:10.1007/s00420-011-0727-3 · Cited by 84
Dowlati, Y., Herrmann, N., Swardfager, W., Thomson, S., OH, P. I., Uum, S. H. M. V., Koren, G., & Lanctôt, K. L. (2010) · PubMed Central · Cited by 83
Ouellette, S. J., Russell, E., Kryski, K. R., Sheikh, H. I., Singh, S. M., Koren, G., & Hayden, E. P. (2015) · Developmental Psychobiology · doi:10.1002/dev.21302 · Cited by 81
Long-term cortisol in bipolar disorder: Associations with age of onset and psychiatric co-morbidity
Manenschijn, L., Spijker, A. T., Koper, J. W., Jetten, A. M., Giltay, E. J., Haffmans, J., Hoencamp, E., & van Rossum, E. F. C. (2012) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2012.04.010 · Cited by 77
Coste, J., Strauch, G., Letrait, M., & BERTAGNA, X. Y. (1994) · British Journal of Clinical Pharmacology · doi:10.1111/j.1365-2125.1994.tb04386.x · Cited by 76
Wei, J., Sun, G., Zhao, L., Yang, X., Liu, X., Lin, D., Li, T., & Ma, X. (2015) · Journal of Affective Disorders · doi:10.1016/j.jad.2015.01.023 · Cited by 74
Remer, T., Maser‐Gluth, C., & Wudy, S. A. (2008) · Mini-Reviews in Medicinal Chemistry · doi:10.2174/138955708783498096 · Cited by 73
Chemical processing and shampooing impact cortisol measured in human hair
Hoffman, M. C., Karban, L. V., Benitez, P., Goodteacher, A., & Laudenslager, M. L. (2014) · Clinical and investigative medicine · doi:10.25011/cim.v37i4.21731 · Cited by 71
Grass, J., Kirschbaum, C., Miller, R., Gao, W., Steudte-Schmiedgen, S., & Stalder, T. (2015) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2014.12.023 · Cited by 70 · cited 2×
“, 2012b) and acute/situational stability (Grass et al., 2015) of HCC assessments.”
Self-citationChen, Z., Li, J., Zhang, J., Xing, X., Gao, W., Lu, Z., & Deng, H. (2013) · Journal of Chromatography B · doi:10.1016/j.jchromb.2013.04.026 · Cited by 68
Hair cortisol content in patients with adrenal insufficiency on hydrocortisone replacement therapy
Gow, R. V., Koren, G., Rieder, M. J., & Uum, S. H. M. V. (2011) · Clinical Endocrinology · doi:10.1111/j.1365-2265.2011.04001.x · Cited by 64
Cortisone in hair of elementary school girls and its relationship with childhood stress
Vanaelst, B., Michels, N., Vriendt, T. D., Huybrechts, I., Vyncke, K. E., Sioen, I., Bammann, K., Rivet, N., Raul, J., Molnár, D., et al. (2013) · European Journal of Pediatrics · doi:10.1007/s00431-013-1955-1 · Cited by 62
Gerber, M., Kalak, N., Elliot, C., Holsboer‐Trachsler, E., Pühse, U., & Brand, S. (2013) · Neuropsychobiology · doi:10.1159/000351735 · Cited by 61
Wosu, A. C., Gelaye, B., Valdimarsdóttir, U. A., Kirschbaum, C., Tobias Stalder, A., Shields, A. E., & Williams, M. A. (2014) · Annals of Epidemiology · doi:10.1016/j.annepidem.2014.11.022 · Cited by 60
Self-citationHair cortisol and cognitive performance in healthy older people
Pulopulos, M. M., Hidalgo, V., Almela, M., Puig‐Pérez, S., Villada, C., & Salvador, A. (2014) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2014.03.002 · Cited by 58
Qi, X., Zhang, J., Liu, Y., Ji, S., Chen, Z., Sluiter, J. K., & Deng, H. (2014) · Journal of Psychosomatic Research · doi:10.1016/j.jpsychores.2014.01.008 · Cited by 55
Kozik, P., Hoppmann, C. A., & Gerstorf, D. (2014) · Gerontology · doi:10.1159/000368716 · Cited by 55
State associations with the cortisol awakening response in healthy females
Tobias Stalder, A., Evans, P. D., Hucklebridge, F. H., & Clow, A. (2010) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2010.02.014 · Cited by 54
Measurement of Cortisol and Testosterone in Hair of Obese and Non-Obese Human Subjects
Chan, J., Sauvé, B., Tokmakejian, S., Koren, G., & Uum, S. H. M. V. (2014) · Experimental and Clinical Endocrinology & Diabetes · doi:10.1055/s-0034-1374609 · Cited by 52
Temporal features of elevated hair cortisol among earthquake survivors
Gao, W., Zhong, P., Xie, Q., Wang, H., Jin, J., Deng, H., & Lu, Z. (2014) · Psychophysiology · doi:10.1111/psyp.12179 · Cited by 51
Hair Cortisol as a Biomarker of Stress in Mindfulness Training for Smokers
Goldberg, S. B., Manley, A. R., Smith, S. S., Greeson, J. M., Russell, E., Van Uum, S., Koren, G., & Davis, J. M. (2014) · The Journal of Alternative and Complementary Medicine · doi:10.1089/acm.2014.0080 · Cited by 51
Gerber, M., Jónsdóttir, I. H., Kalak, N., Elliot, C., Pühse, U., Holsboer‐Trachsler, E., & Brand, S. (2013) · Stress · doi:10.3109/10253890.2013.823599 · Cited by 48
Recent negative life events increase hair cortisol concentrations in patients with bipolar disorder
Staufenbiel, S. M., Koenders, M. A., Giltay, E. J., Elzinga, B. M., Manenschijn, L., Hoencamp, E., van Rossum, E. F. C., & Spijker, A. T. (2014) · Stress · doi:10.3109/10253890.2014.968549 · Cited by 47
Boesch, M., Sefidan, S., Annen, H., Ehlert, U., Roos, L., Uum, S. H. M. V., Russell, E., Koren, G., & Marca, R. L. (2014) · Stress · doi:10.3109/10253890.2014.974028 · Cited by 47
Immunohistochemical staining of radixin and moesin in prostatic adenocarcinoma
Bartholow, T. L., Chandran, U. R., Becich, M. J., & Parwani, A. V. (2011) · BMC Clinical Pathology · doi:10.1186/1472-6890-11-1 · Cited by 43
Hair Cortisol and Stressful Life Events Retrospective Assessment in Crack Cocaine Users
Grassi‐Oliveira, R., Pezzi, J. C., Daruy-Filho, L., Viola, T. W., Francke, I. D., Leite, C. E., & Brietzke, E. M. (2012) · The American Journal of Drug and Alcohol Abuse · doi:10.3109/00952990.2012.694538 · Cited by 39
Steudte‐Schmiedgen, S., Stalder, T., Kirschbaum, C., Weber, F., Hoyer, J., & Plessow, F. (2014) · Cognitive Affective & Behavioral Neuroscience · doi:10.3758/s13415-014-0299-2 · Cited by 35
Self-citationChen, X., Gelaye, B., Vélez, J. C., Barbosa, C., Pepper, M., Andrade, A., Gao, W., Kirschbaum, C., & Williams, M. A. (2015) · BMC Pediatrics · doi:10.1186/s12887-015-0322-y · Cited by 34
Self-citationCortisol levels in scalp hair of patients with structural heart disease.
Younge, J. O., Wester, V., van Rossum, E. V., Gotink, R. A., Wery, M., Utens, E., Hunink, M., & Roos-Hesselink, J. (2015) · International Journal of Cardiology · doi:10.1016/j.ijcard.2015.02.005 · Cited by 33
Qi, X., Liu, Y., Zhang, J., Ji, S., Sluiter, J. K., Zhou, R., & Deng, H. (2015) · International Archives of Occupational and Environmental Health · doi:10.1007/s00420-015-1033-2 · Cited by 32
Steinisch, M., Yusuf, R., Li, J., Stalder, T., Bosch, J. A., Rahman, O., Strümpell, C., Ashraf, H. M., Fischer, J. E., & Loerbroks, A. (2014) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2014.08.001 · Cited by 31
Chronic HPA Axis Response to Stress in Temporomandibular Disorder
Lambert, C. A. (2019) · PubMed · doi:10.17615/38gr-vf34 · Cited by 29
Hair Cortisol as a Biomarker of Stress in the 2011 Libyan War
Etwel, F., Russell, E., Rieder, M. J., Uum, S. H. V., & Koren, G. (2014) · Clinical and investigative medicine · doi:10.25011/cim.v37i6.22245 · Cited by 25
ESTIMATION OF SAMPLING VARIANCE OF CORRELATIONS IN META‐ANALYSIS
Aguinis, H. (2001) · Personnel Psychology · doi:10.1111/j.1744-6570.2001.tb00223.x · Cited by 25
Life Stress and Illness: The Question of Specificity
Harris, T. (1991) · Annals of Behavioral Medicine · doi:10.1093/abm/13.4.211 · Cited by 25
van Ockenburg, S. L., Schenk, H., van der Veen, A., van Rossum, E. F. C., Kema, I. P., & Rosmalen, J. G. M. (2016) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2016.07.220 · Cited by 24
Spaderna, H., Weidner, G., Zahn, D., & Smits, J. M. (2009) · Applied Psychology Health and Well-Being · doi:10.1111/j.1758-0854.2008.01006.x · Cited by 23
The relation between long‐term cortisol levels and the metabolic syndrome in HIV ‐infected patients
Langerak, T., van den Dries, L. W. J., Wester, V. L., Staufenbiel, S. M., Manenschijn, L., van Rossum, E. F. C., & Gorp, E. C. M. V. (2015) · Clinical Endocrinology · doi:10.1111/cen.12790 · Cited by 20
Thomson, S., Koren, G., Steen, V. V., Rieder, M. J., & Uum, S. H. M. V. (2009) · Therapeutic Drug Monitoring · doi:10.1097/ftd.0b013e3181c004f1 · Cited by 18
Long-term cortisol levels are not associated with nasal carriage of Staphylococcus aureus
Manenschijn, L., Jetten, A. M., van Wamel, W. J. B., Tavakol, M., Koper, J. W., van den Akker, E. L. T., van Belkum, A., & van Rossum, E. F. C. (2011) · European Journal of Clinical Microbiology & Infectious Diseases · doi:10.1007/s10096-011-1282-2 · Cited by 17
Chen, Z., Li, J., Xu, G., Yang, J., Zhang, J., & Deng, H. (2014) · Journal of Chromatography B · doi:10.1016/j.jchromb.2014.08.001 · Cited by 15
Saleem, M., Herrmann, N., Swardfager, W., OH, P. I., Shammi, P., Koren, G., Uum, S. H. M. V., Kiss, A., & Lanctôt, K. L. (2013) · Cardiovascular Psychiatry and Neurology · doi:10.1155/2013/340342 · Cited by 15
Walton, D. M., MacDermid, J. C., Russell, E., Koren, G., & Uum, S. H. M. V. (2013) · Pain Research and Treatment · doi:10.1155/2013/876871 · Cited by 14
Flagged first, then by citations
1 of the 154 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
More than a feeling: A unified view of stress measurement for population science
Epel, E. S., Crosswell, A. D., Mayer, S. E., Prather, A. A., Slavich, G. M., Puterman, E., & Mendes, W. B. (2018) · Frontiers in Neuroendocrinology · doi:10.1016/j.yfrne.2018.03.001 · Cited by 1,077
“elevated long-term cortisol secretion (Stalder et al., 2017; Staufenbiel, Penninx, Spijker, Elzinga, & van Rossum, 2013), with stressor duration and recency since stressor onset being important factors in shaping basal cortisol levels (Miller, Chen, & Zhou, 2007).”
BackgroundStress and Health: A Review of Psychobiological Processes
O'Connor, D. B., Thayer, J. F., & Vedhara, K. (2021) · Annual Review of Psychology · doi:10.1146/annurev-psych-062520-122331 · Cited by 948
“undergoing in vitro fertilisation and cardiometabolic risk factors for cardiovascular disease (CVD) such as high blood pressure, diabetes, and adiposity (e.g., Lob & Steptoe, 2019; Massey et al., 2016; Stalder et al., 2017; Wright, Hickman, Laudenslager, 2015).”
BackgroundStress and Obesity: Are There More Susceptible Individuals?
van der Valk, E. S., Savas, M., & van Rossum, E. F. C. (2018) · Current Obesity Reports · doi:10.1007/s13679-018-0306-y · Cited by 402
The use of hair cortisol for the assessment of stress in animals
Heimbürge, S., Kanitz, E., & Otten, W. (2018) · General and Comparative Endocrinology · doi:10.1016/j.ygcen.2018.09.016 · Cited by 329
The multiple roles of life stress in metabolic disorders
Mika Kivimaki, B., Bartolomucci, A., & Kawachi, I. I. (2022) · Nature Reviews Endocrinology · doi:10.1038/s41574-022-00746-8 · Cited by 357
Metadata
- Authors
- Stalder, T., Steudte-Schmiedgen, S., Alexander, N., Klucken, T., Vater, A., Wichmann, S., Kirschbaum, C., & Miller, R.
- Affiliations
- Universität Hamburg (DE)
- University of Siegen (DE)
- Technische Universität Dresden (DE)
- MSB Medical School Berlin (DE)
- Venue
- Psychoneuroendocrinology
- Publisher
- Elsevier BV
- Published
- 2017-03
- Volume
- 77
- Pages
- 261-274
- ISSN
- 0306-4530 (ISSN-L)
- OpenAlex
- W2512922965
- Semantic Scholar
- 78b482bd463a2e29e2aae66b9cf8e24a66b06fe6
- Cited by
- 855
- References
- 154
- Citations by year
- 2026: 83 · 2025: 100 · 2024: 123 · 2023: 101 · 2022: 88 · 2021: 111 · 2020: 95 · 2019: 74 · 2018: 56 · 2017: 23
- FWCI
- 5.97
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Psychoneuroendocrinology (publishedVersion)
- PubMed (publishedVersion)
- Funders
- German Research Foundation (1213/5-1, 940/2)
- Topics
- Life Sciences › Neuroscience › Behavioral Neuroscience › Stress Responses and Cortisol
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Adrenal Hormones and Disorders
- Life Sciences › Agricultural and Biological Sciences › Animal Science and Zoology › Animal Behavior and Welfare Studies
- Keywords
- hair cortisol, chronic stress, cortisol hypersecretion, salivary cortisol, anxiety disorders, post-traumatic stress disorder, mood disorders, perceived stress, body mass index, waist-to-hip ratio, systolic blood pressure, hair treatment, oral contraceptive use
- MeSH terms
- Hair, Hemodynamics, Humans, Hydrocortisone, Stress, Psychological
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review