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Levi E, Peysachov G, Admon R, Zilcha-Mano S. Cortisol interdependence during psychotherapy in major depressive disorder. Psychoneuroendocrinology 2024; 163:106983. [PMID: 38367530 DOI: 10.1016/j.psyneuen.2024.106983] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Revised: 01/16/2024] [Accepted: 01/30/2024] [Indexed: 02/19/2024]
Abstract
The current study explored cortisol interdependence between patients and therapists during psychotherapy, the possible moderating effect of patient alliance ratings on this interdependence, and the associations between cortisol interdependence and treatment outcome. While cortisol interdependence was explored in other interpersonal contexts, its presence in psychotherapy has remained unexplored. We hypothesized that (a) patients' and therapists' cortisol levels at pre-session will predict their own and their partner's subsequent cortisol levels at post-session, (b) patient ratings of their relationship with their therapists will moderate these partner effects, and (c) cortisol interdependence will be associated with better treatment outcome. Fifty dyads undergoing 16 weeks of psychodynamic treatment for major depressive disorder participated in this study. Patient-therapist salivary cortisol samples were collected at eight time points, alongside a post-session patient-rated alliance questionnaire and a symptom severity interview. For analyses we employed the actor-partner interdependence model. Results revealed that (a) patients' and therapists' cortisol levels before sessions predicted their own post-session cortisol changes. However, significant cortisol interdependence was observed in patients' pre-session cortisol levels predicting therapists' post-session cortisol levels. Furthermore, (b) poorer alliance ratings associated with more pronounced cortisol interdependence, and (c) in dyads where patient pre-session cortisol predicted therapist's post-session cortisol, a better treatment outcome was found. This study found novel evidence of cortisol interdependence in psychotherapy and is partially in line with other studies inspecting cortisol interdependence in adjacent research fields. These findings emphasize the intricate psychophysiological interactions within therapeutic relationships and their associations with treatment outcome.
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Affiliation(s)
- Eyal Levi
- Department of Psychology, University of Haifa, Israel
| | | | - Roee Admon
- Department of Psychology, University of Haifa, Israel; The Integrated Brain and Behavior Research Center (IBBRC), University of Haifa, Israel
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Liebert MA, Urlacher SS, Madimenos FC, Gildner TE, Cepon-Robins TJ, Harrington CJ, Bribiescas RG, Sugiyama LS, Snodgrass JJ. Variation in diurnal cortisol patterns among the Indigenous Shuar of Amazonian Ecuador. Am J Hum Biol 2024:e24056. [PMID: 38517108 DOI: 10.1002/ajhb.24056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2023] [Revised: 12/24/2023] [Accepted: 02/09/2024] [Indexed: 03/23/2024] Open
Abstract
OBJECTIVES The hypothalamic-pituitary-adrenal (HPA) axis and its primary end product, the glucocorticoid cortisol, are major components of the evolved human stress response. However, most studies have examined these systems among populations in high-income settings, which differ from the high pathogen and limited resource contexts in which the HPA axis functioned for most of human evolution. METHODS We investigated variability in diurnal salivary cortisol patterns among 298 Indigenous Shuar from Amazonian Ecuador (147 males, 151 females; age 2-86 years), focusing on the effects of age, biological sex, and body mass index (BMI) in shaping differences in diurnal cortisol production. Saliva samples were collected three times daily (waking, 30 minutes post-waking, evening) for three consecutive days to measure key cortisol parameters: levels at waking, the cortisol awakening response, the diurnal slope, and total daily output. RESULTS Age was positively associated with waking levels and total daily output, with Shuar juveniles and adolescents displaying significantly lower levels than adults (p < .05). Sex was not a significant predictor of cortisol levels (p > .05), as Shuar males and females displayed similar patterns of diurnal cortisol production across the life course. Moreover, age, sex, and BMI significantly interacted to moderate the rate of diurnal cortisol decline (p = .027). Overall, Shuar demonstrated relatively lower cortisol concentrations than high-income populations. CONCLUSIONS This study expands the documented range of global variation in HPA axis activity and diurnal cortisol production and provides important insights into the plasticity of human stress physiology across diverse developmental and socioecological settings.
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Affiliation(s)
- Melissa A Liebert
- Department of Anthropology, Northern Arizona University, Flagstaff, Arizona, USA
| | - Samuel S Urlacher
- Department of Anthropology, Baylor University, Waco, Texas, USA
- Child and Brain Development Program, CIFAR, Toronto, Ontario, Canada
| | - Felicia C Madimenos
- Department of Anthropology, Queens College (CUNY), Flushing, New York, USA
- New York Consortium of Evolutionary Primatology (NYCEP), CUNY Graduate Center, New York, New York, USA
| | - Theresa E Gildner
- Department of Anthropology, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Tara J Cepon-Robins
- Department of Anthropology, University of Colorado, Colorado Springs, Colorado, Springs, Colorado, USA
| | | | | | | | - J Josh Snodgrass
- Department of Anthropology, University of Oregon, Eugene, Oregon, USA
- Center for Global Health, University of Oregon, Eugene, Oregon, USA
- Global Station for Indigenous Studies and Cultural Diversity, Hokkaido University, Sapporo, Japan
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Hantsoo L, Jagodnik KM, Novick AM, Baweja R, di Scalea TL, Ozerdem A, McGlade EC, Simeonova DI, Dekel S, Kornfield SL, Nazareth M, Weiss SJ. The role of the hypothalamic-pituitary-adrenal axis in depression across the female reproductive lifecycle: current knowledge and future directions. Front Endocrinol (Lausanne) 2023; 14:1295261. [PMID: 38149098 PMCID: PMC10750128 DOI: 10.3389/fendo.2023.1295261] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Accepted: 11/13/2023] [Indexed: 12/28/2023] Open
Abstract
The aim of this narrative review is to consolidate knowledge on the role of the hypothalamic-pituitary-adrenal (HPA) axis in depression pathophysiology at different reproductive stages across the female lifespan. Despite growing evidence about the impact of gonadal hormones on mood disorders, no previous review has examined the interaction between such hormonal changes and the HPA axis within the context of depressive disorders in women. We will focus on HPA axis function in depressive disorders at different reproductive stages including the menstrual cycle (e.g., premenstrual dysphoric disorder [PMDD]), perinatally (e.g., postpartum depression), and in perimenopausal depression. Each of these reproductive stages is characterized by vast physiological changes and presents major neuroendocrine reorganization. The HPA axis is one of the main targets of such functional alterations, and with its key role in stress response, it is an etiological factor in vulnerable windows for depression across the female lifespan. We begin with an overview of the HPA axis and a brief summary of techniques for measuring HPA axis parameters. We then describe the hormonal milieu of each of these key reproductive stages, and integrate information about HPA axis function in depression across these reproductive stages, describing similarities and differences. The role of a history of stress and trauma exposure as a contributor to female depression in the context of HPA axis involvement across the reproductive stages is also presented. This review advances the pursuit of understanding common biological mechanisms across depressive disorders among women. Our overarching goal is to identify unmet needs in characterizing stress-related markers of depression in women in the context of hormonal changes across the lifespan, and to support future research in women's mental health as it pertains to pathophysiology, early diagnosis, and treatment targets.
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Affiliation(s)
- Liisa Hantsoo
- Department of Psychiatry & Behavioral Sciences, The Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Kathleen M. Jagodnik
- Department of Psychiatry, Harvard Medical School and Massachusetts General Hospital, Boston, MA, United States
| | - Andrew M. Novick
- Department of Psychiatry, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Ritika Baweja
- Department of Psychiatry and Behavioral Health, Penn State Health, Hershey, PA, United States
- Department of Obstetrics and Gynecology, Penn State Health, Hershey, PA, United States
| | - Teresa Lanza di Scalea
- Department of Psychiatry and Behavioral Sciences, Dell Medical School, University of Texas at Austin, Austin, TX, United States
- Department of Women’s Health, Dell Medical School, University of Texas at Austin, Austin, TX, United States
| | - Aysegul Ozerdem
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, United States
| | - Erin C. McGlade
- Department of Psychiatry, Huntsman Mental Health Institute, University of Utah School of Medicine, Salt Lake, UT, United States
- Department of Veterans Affairs, Mental Illness Research, Education, and Clinical Center (MIRECC), Salt Lake, UT, United States
| | - Diana I. Simeonova
- Department of Psychiatry and Behavioral Sciences, Brain Health Center, Emory University School of Medicine, Atlanta, GA, United States
- Goizueta Business School, Emory University, Atlanta, GA, United States
| | - Sharon Dekel
- Department of Psychiatry, Harvard Medical School and Massachusetts General Hospital, Boston, MA, United States
| | - Sara L. Kornfield
- Center for Women’s Behavioral Wellness, Psychiatry Department, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Michelle Nazareth
- Department of Neuroscience, The Johns Hopkins University, Baltimore, MD, United States
| | - Sandra J. Weiss
- Department of Community Health Systems, University of California, San Francisco, San Francisco, CA, United States
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Norton SA, Baranger DAA, Young ES, Voss M, Hansen I, Bondy E, Rodrigues M, Paul SE, Edershile E, Hill PL, Oltmanns TF, Simpson J, Bogdan R. Reliability of diurnal salivary cortisol metrics: A meta-analysis and investigation in two independent samples. COMPREHENSIVE PSYCHONEUROENDOCRINOLOGY 2023; 16:100191. [PMID: 37635863 PMCID: PMC10458689 DOI: 10.1016/j.cpnec.2023.100191] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Accepted: 07/06/2023] [Indexed: 08/29/2023] Open
Abstract
Stress-induced dysregulation of diurnal cortisol is a cornerstone of stress-disease theories; however, observed associations between cortisol, stress, and health have been inconsistent. The reliability of diurnal cortisol features may contribute to these equivocal findings. Our meta-analysis (5 diurnal features from 11 studies; total participant n = 3307) and investigation (15 diurnal cortisol features) in 2 independent studies (St. Louis Personality and Aging Network [SPAN] Study, n = 147, ages 61-73; Minnesota Longitudinal Study of Risk and Adaptation [MLSRA] Study, n = 90, age 37) revealed large variability in the day-to-day test-retest reliability of diurnal features derived from salivary cortisol data (i.e., ICC = 0.00-0.75). Collectively, these data indicate that some commonly used diurnal cortisol features have poor reliability that is insufficient for individual differences research (e.g., cortisol awakening response) while others (e.g., area under the curve with respect to ground) have fair-to-good reliability that could support reliable identification of associations in well-powered studies.
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Affiliation(s)
- Sara A. Norton
- Washington University in St. Louis, Department of Psychological & Brain Sciences, USA
| | - David AA. Baranger
- Washington University in St. Louis, Department of Psychological & Brain Sciences, USA
| | - Ethan S. Young
- Utrecht University, Department of Psychology, the Netherlands
| | - Michaela Voss
- Washington University in St. Louis, Department of Psychological & Brain Sciences, USA
| | - Isabella Hansen
- Washington University in St. Louis, Department of Psychological & Brain Sciences, USA
| | - Erin Bondy
- Washington University in St. Louis, Department of Psychological & Brain Sciences, USA
| | - Merlyn Rodrigues
- Washington University in St. Louis, Department of Psychological & Brain Sciences, USA
| | - Sarah E. Paul
- Washington University in St. Louis, Department of Psychological & Brain Sciences, USA
| | | | - Patrick L. Hill
- Washington University in St. Louis, Department of Psychological & Brain Sciences, USA
| | - Thomas F. Oltmanns
- Washington University in St. Louis, Department of Psychological & Brain Sciences, USA
| | | | - Ryan Bogdan
- Washington University in St. Louis, Department of Psychological & Brain Sciences, USA
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Corbett BA, McGonigle T, Muscatello RA, Liu J, Vandekar S. The developmental trajectory of diurnal cortisol in autistic and neurotypical youth. Dev Psychopathol 2023:1-12. [PMID: 37435752 PMCID: PMC10784411 DOI: 10.1017/s0954579423000810] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/13/2023]
Abstract
Increasing age and puberty affect the hypothalamic pituitary adrenal (HPA) axis maturation, which is likely associated with an increase in environmental demands (e.g., social) and vulnerability for the onset of psychiatric conditions (e.g., depression). There is limited research as to whether such patterns are consonant in youth with autism spectrum disorder (ASD), a condition marked by social challenges, dysregulation of the HPA axis, and higher rates of depression setting the stage for enhanced vulnerability during this developmental period.The current study interrogated diurnal cortisol by examining (1) cortisol expression longitudinally over the pubertal transition between autistic and neurotypical youth, (2) the trajectory of diurnal cortisol and the unique contributions of age vs. puberty, and (3) potential sex differences. As hypothesized, results indicate autistic compared to typically developing youth demonstrate a shallower diurnal slope and elevated evening cortisol. These differences were in the context of higher cortisol and flatter rhythms based on age and pubertal development. Also, sex-based differences emerged such that females in both groups had higher cortisol, flatter slopes, and higher evening cortisol than males. The results show that despite the trait-like stability of diurnal cortisol, HPA maturation is impacted by age, puberty, sex, as well as an ASD diagnosis.
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Affiliation(s)
- Blythe A. Corbett
- Department of Psychiatry and Behavioral Sciences, Vanderbilt University Medical Center, Nashville, TN, USA
- Vanderbilt Kennedy Center, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Psychology, Vanderbilt University, Nashville, TN, USA
| | - Trey McGonigle
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Rachael A. Muscatello
- Department of Psychiatry and Behavioral Sciences, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Jinyuan Liu
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Simon Vandekar
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, USA
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Phipps JE, Whipps MDM, D'Souza I, LaSalle JM, Simmons LA. Pregnant in a Pandemic: Mental Wellbeing and Associated Healthy Behaviors Among Pregnant People in California During COVID-19. Matern Child Health J 2023:10.1007/s10995-023-03657-w. [PMID: 37029891 PMCID: PMC10083068 DOI: 10.1007/s10995-023-03657-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/16/2023] [Indexed: 04/09/2023]
Abstract
INTRODUCTION Pregnancy is a time of increased vulnerability to mental health disorders. Additionally, the COVID-19 pandemic has increased the incidence of depression and anxiety. Thus, we aimed to assess mental health and associated healthy behaviors of pregnant people in California during the pandemic in order to contextualize prenatal well-being during the first pandemic of the twenty-first century. METHODS We conducted an online cross-sectional study of 433 pregnant people from June 6 through July 29, 2020. We explored 3 hypotheses: (1) mental health would be worse during the pandemic than in general pregnant samples to date; (2) first-time pregnant people would have worse mental health; and (3) healthy behaviors would be positively related to mental health. RESULTS Many of our participants (22%) reported clinically significant depressive symptoms and 31% reported clinically significant anxiety symptoms. Multiparous pregnant people were more likely to express worries about their own health and wellbeing and the process of childbirth than were primiparous pregnant people. Additionally, as pregnancy advanced, sleep and nutrition worsened, while physical activity increased. Lastly, anxious-depressive symptomology was significantly predictive of participant sleep behaviors, nutrition, and physical activity during the past week. DISCUSSION Pregnant people had worse mental health during the pandemic, and this was associated with worse health-promoting behaviors. Given that the COVID-19 pandemic and associated risks are likely to persist due to low vaccination rates and the emergence of variants with high infection rates, care that promotes mental and physical well-being for the pregnant population should be a public health priority.
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Affiliation(s)
- Jennifer E Phipps
- Department of Human Ecology, Perinatal Origins of Disparities Center, University of California, Davis, 1 Shields Ave, Davis, CA, 95616, USA.
| | - Mackenzie D M Whipps
- Department of Human Ecology, Perinatal Origins of Disparities Center, University of California, Davis, 1 Shields Ave, Davis, CA, 95616, USA
| | - Indira D'Souza
- Department of Human Ecology, Perinatal Origins of Disparities Center, University of California, Davis, 1 Shields Ave, Davis, CA, 95616, USA
| | - Janine M LaSalle
- Department of Medical Microbiology and Immunology, Perinatal Origins of Disparities Center, University of California, Davis, 1 Shields Ave, Davis, CA, 95616, USA
| | - Leigh Ann Simmons
- Department of Human Ecology, Perinatal Origins of Disparities Center, University of California, Davis, 1 Shields Ave, Davis, CA, 95616, USA
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van der Velpen IF, de Feijter M, Raina R, Özel F, Perry M, Ikram MA, Vernooij MW, Luik AI. Psychosocial health modifies associations between HPA-axis function and brain structure in older age. Psychoneuroendocrinology 2023; 153:106106. [PMID: 37028139 DOI: 10.1016/j.psyneuen.2023.106106] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Revised: 01/21/2023] [Accepted: 03/31/2023] [Indexed: 04/09/2023]
Abstract
BACKGROUND Dysregulation of the negative feedback loop of the hypothalamic-pituitary-adrenal (HPA) axis may have damaging effects on the brain, potentially under influence of psychosocial health factors. We studied associations between functioning of the negative feedback loop of HPA-axis, measured with a very low-dose dexamethasone suppression test (DST), and brain structure in middle-aged and older adults, and whether these associations were modified by psychosocial health. METHODS From 2006 to 2008, 1259 participants (mean age 57.6 ± 6.4, 59.6 % female) of the population-based Rotterdam Study completed a very low-dose DST (0.25 mg) and underwent magnetic resonance imaging (MRI) of the brain. Self-reported psychosocial health (depressive symptoms, loneliness, marital status, perceived social support) were assessed in the same time period. Multivariable linear and logistic regression were used to study cross-sectional associations between cortisol response and brain volumetrics, cerebral small vessel disease markers and white matter structural integrity. To assess the effect of psychosocial health on these associations, analyses were further stratified for psychosocial health markers. RESULTS Cortisol response was not associated with markers of global brain structure in the overall study sample. However, in participants with clinically relevant depressive symptoms, a diminished cortisol response was associated with smaller white matter volume (mean difference: - 1.00 mL, 95 %CI = - 1.89;- 0.10) and smaller white matter hyperintensity volume (mean difference: - 0.03 mL (log), 95 %CI = - 0.05;0.00). In participants with low/moderate perceived social support compared to those with high social support, a diminished cortisol response was associated with larger gray matter volume (mean difference: 0.70 mL, 95 %CI = 0.01;1.39) and higher fractional anisotropy (standardized mean difference 0.03, 95 %CI = 0.00;0.06). CONCLUSION Diminished function of the HPA-axis is differently associated with brain structure in community-dwelling middle-aged and older adults with clinically relevant depressive symptoms or suboptimal social support, but not in adults without depressive symptoms or with optimal social support.
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Affiliation(s)
- Isabelle F van der Velpen
- Department of Epidemiology, Erasmus MC University Medical Center, PO Box 2040, 3000 CA Rotterdam, the Netherlands; Department of Radiology & Nuclear Medicine, Erasmus MC University Medical Center, PO Box 2040, 3000 CA Rotterdam, the Netherlands
| | - Maud de Feijter
- Department of Epidemiology, Erasmus MC University Medical Center, PO Box 2040, 3000 CA Rotterdam, the Netherlands
| | - Rutika Raina
- Rollins School of Public Health, Emory University, 1518 Clifton Road, Atlanta, GA 30322, USA; OPEN Health, 4350 East-West Highway, Suite 1100, Bethesda, MD 20814, USA
| | - Fatih Özel
- Department of Organismal Biology, Uppsala University, Norbyvägen 18 A, 752 36 Uppsala, Sweden
| | - Marieke Perry
- Department of Geriatric Medicine, Radboudumc Alzheimer Center, Radboud University Medical Center, PO Box 9101, 6500 HB Nijmegen, the Netherlands; Department of Primary and Community Care, Radboud University Medical Center, PO Box 9101, 6500 HB Nijmegen, the Netherlands
| | - M Arfan Ikram
- Department of Epidemiology, Erasmus MC University Medical Center, PO Box 2040, 3000 CA Rotterdam, the Netherlands
| | - Meike W Vernooij
- Department of Epidemiology, Erasmus MC University Medical Center, PO Box 2040, 3000 CA Rotterdam, the Netherlands; Department of Radiology & Nuclear Medicine, Erasmus MC University Medical Center, PO Box 2040, 3000 CA Rotterdam, the Netherlands
| | - Annemarie I Luik
- Department of Epidemiology, Erasmus MC University Medical Center, PO Box 2040, 3000 CA Rotterdam, the Netherlands; Department of Child and Adolescent Psychiatry/Psychology, Erasmus MC University Medical Center, PO Box 2040, 3000 CA Rotterdam, the Netherlands.
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Serrao Hill MMY, Hauck N, Yorgason JB, Bown C, Tankersley K. An exploration of happiness, anxiety symptoms, and depressive symptoms among older adults during the coronavirus pandemic. Front Psychol 2023; 14:1117177. [PMID: 37063588 PMCID: PMC10097967 DOI: 10.3389/fpsyg.2023.1117177] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Accepted: 03/14/2023] [Indexed: 03/31/2023] Open
Abstract
The COVID-19 pandemic has affected millions of people worldwide. Because of the challenges associated with the pandemic, universal levels of happiness have likely depleted. We know little about how those with prior existing mental health concerns have responded to the pandemic. Using cross-sectional (study 1; N = 1,366) and longitudinal (study 2; N = 262) data, we utilized a stress and resilience perspective to explore mental health symptoms and happiness among older adults before and after the declaration of the pandemic. Results for both studies indicated higher levels of depression and anxiety symptoms predicted lower levels of happiness; however, for those who indicated higher levels of mental health symptoms, post-pandemic declaration happiness levels were higher than pre-pandemic happiness levels. Findings suggest that resilience may be learned throughout a lifetime, and that experiences from prior stressors may show benefits in responding to future ones, even among vulnerable populations.
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Affiliation(s)
- Melanie M. Y. Serrao Hill
- Optum Inc., Eden Prairie, MN, United States
- Department of School of Family Life, Brigham Young University, Provo, UT, United States
- *Correspondence: Melanie M. Y. Serrao Hill,
| | - Nancy Hauck
- Department of Community and Global Engagement, Dixie State University, St. George, UT, United States
| | - Jeremy B. Yorgason
- Department of School of Family Life, Brigham Young University, Provo, UT, United States
| | - Caroline Bown
- Department of School of Family Life, Brigham Young University, Provo, UT, United States
| | - Kortney Tankersley
- Department of School of Family Life, Brigham Young University, Provo, UT, United States
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Stalder T, Lupien SJ, Kudielka BM, Adam EK, Pruessner JC, Wüst S, Dockray S, Smyth N, Evans P, Kirschbaum C, Miller R, Wetherell MA, Finke JB, Klucken T, Clow A. Evaluation and update of the expert consensus guidelines for the assessment of the cortisol awakening response (CAR). Psychoneuroendocrinology 2022; 146:105946. [PMID: 36252387 DOI: 10.1016/j.psyneuen.2022.105946] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Accepted: 09/24/2022] [Indexed: 11/24/2022]
Abstract
The cortisol awakening response (CAR) is frequently assessed in psychobiological (stress) research. Obtaining reliable CAR data, however, requires careful attention to methodological detail. To promote best practice, expert consensus guidelines on the assessment of the CAR were published (Stalder et al., 2016, PNEC). However, it is unclear whether these highly cited guidelines have resulted in actual methodological improvements. To explore this, the PNEC editorial board invited the present authors to conduct a critical evaluation and update of current CAR methodology, which is reported here. (i) A quantitative evaluation of methodological quality of CAR research published in PNEC before and after the guidelines (2013-2015 vs. 2018-2020) was conducted. Disappointingly, results reveal little improvement in the implementation of central recommendations (especially objective time verification) in recent research. (ii) To enable an update of guidelines, evidence on recent developments in CAR assessment is reviewed, which mostly confirms the accuracy of the majority of the original guidelines. Moreover, recent technological advances, particularly regarding methods for the verification of awakening and sampling times, have emerged and may help to reduce costs in future research. (iii) To aid researchers and increase accessibility, an updated and streamlined version of the CAR consensus guidelines is presented. (iv) Finally, the response of the PNEC editorial board to the present results is described: potential authors of future CAR research to be published in PNEC will be required to submit a methodological checklist (based on the current guidelines) alongside their article. This will increase transparency and enable reviewers to readily assess the quality of the respective CAR data. Combined, it is hoped that these steps will assist researchers and reviewers in assuring higher quality CAR assessments in future research, thus yielding more reliable and reproducible results and helping to further advance this field of study.
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Affiliation(s)
- Tobias Stalder
- Department of Psychology, University of Siegen, Siegen, Germany.
| | - Sonia J Lupien
- Department of Psychiatry, University of Montreal, Montreal, Quebec, Canada
| | | | - Emma K Adam
- School of Education and Social Policy, Northwestern University, Evanston, USA
| | - Jens C Pruessner
- Department of Psychology, University of Konstanz, Konstanz, Germany
| | - Stefan Wüst
- Department of Psychology, University of Regensburg, Regensburg, Germany
| | - Samantha Dockray
- School of Applied Psychology, University College Cork, Cork, Ireland
| | - Nina Smyth
- Department of Psychology, University of Westminster, London, UK
| | - Phil Evans
- Department of Psychology, University of Westminster, London, UK
| | | | - Robert Miller
- Department of Psychology, TU Dresden, Dresden, Germany
| | | | | | - Tim Klucken
- Department of Psychology, University of Siegen, Siegen, Germany
| | - Angela Clow
- Department of Psychology, University of Westminster, London, UK
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10
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Bowles NP, Thosar SS, Butler MP, Clemons NA, Robinson LD, Ordaz OH, Herzig MX, McHill AW, Rice SPM, Emens J, Shea SA. The circadian system modulates the cortisol awakening response in humans. Front Neurosci 2022; 16:995452. [PMID: 36408390 PMCID: PMC9669756 DOI: 10.3389/fnins.2022.995452] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Accepted: 10/10/2022] [Indexed: 11/06/2022] Open
Abstract
Background In humans, circulating cortisol usually peaks 30–60 min after awakening from nocturnal sleep, this is commonly referred to as the cortisol awakening response (CAR). We examined the extent to which the CAR is influenced by the circadian system, independent of behaviors including sleep. Materials and methods We examined the CAR in 34 adults (20 female) using two complementary multiday in-laboratory circadian protocols performed in dim light, throughout which behavioral factors were uniformly distributed across the 24-hour circadian cycle. Protocol 1 consisted of 10 identical consecutive 5-hour 20-minute sleep/wake cycles, and protocol 2 consisted of 5 identical consecutive 18-hour sleep/wake cycles. Salivary melatonin was used as the circadian phase marker (0° = dim light melatonin onset). During each sleep/wake cycle, salivary cortisol was measured upon scheduled awakening and 50-minutes later, with the change in cortisol defined as the CAR. Cosinor analyses were used to detect any significant circadian rhythmicity in the CAR. In secondary analyses, we adjusted the models for time awake before lights on, total sleep time, percent of rapid eye movement (REM) sleep, and percent of non-rapid eye movement (NREM) sleep. Results Both protocols revealed a similar circadian rhythm in the CAR, with peaks occurring at a circadian phase corresponding to 3:40–3:45 a.m., with no detectable CAR during the circadian phases corresponding to the afternoon. In addition to the sinusoidal component of the circadian rhythm, total sleep time was also associated with the CAR for protocol 1. The percent of sleep spent in REM or NREM sleep were not associated with the CAR in either protocol. Conclusion Our results show that the CAR exhibits a robust circadian rhythm that persists even after adjusting for prior sleep. Presuming that the CAR optimizes physiological responses to the anticipated stressors related to awakening, these findings may have implications for shift workers who wake up at unusual circadian phases. A blunted CAR in shift workers upon awakening in the evening may result in diminished responses to stressors.
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Affiliation(s)
- Nicole P. Bowles
- Oregon Institute of Occupational Health Sciences, Oregon Health and Science University, Portland, OR, United States
- *Correspondence: Nicole P. Bowles,
| | - Saurabh S. Thosar
- Oregon Institute of Occupational Health Sciences, Oregon Health and Science University, Portland, OR, United States
- Knight Cardiovascular Institute, School of Medicine, Oregon Health and Science University, Portland, OR, United States
- School of Nursing, Oregon Health and Science University, Portland, OR, United States
- OHSU-PSU School of Public Health, Oregon Health and Science University, Portland, OR, United States
| | - Matthew P. Butler
- Oregon Institute of Occupational Health Sciences, Oregon Health and Science University, Portland, OR, United States
- Department of Behavioral Neuroscience, Oregon Health and Science University, Portland, OR, United States
| | - Noal A. Clemons
- Oregon Institute of Occupational Health Sciences, Oregon Health and Science University, Portland, OR, United States
| | - LaTroy D. Robinson
- Oregon Institute of Occupational Health Sciences, Oregon Health and Science University, Portland, OR, United States
| | - Omar H. Ordaz
- Oregon Institute of Occupational Health Sciences, Oregon Health and Science University, Portland, OR, United States
| | - Maya X. Herzig
- Oregon Institute of Occupational Health Sciences, Oregon Health and Science University, Portland, OR, United States
| | - Andrew W. McHill
- Oregon Institute of Occupational Health Sciences, Oregon Health and Science University, Portland, OR, United States
- School of Nursing, Oregon Health and Science University, Portland, OR, United States
| | - Sean P. M. Rice
- Oregon Institute of Occupational Health Sciences, Oregon Health and Science University, Portland, OR, United States
- OHSU-PSU School of Public Health, Oregon Health and Science University, Portland, OR, United States
| | - Jonathan Emens
- Oregon Institute of Occupational Health Sciences, Oregon Health and Science University, Portland, OR, United States
- Department of Psychiatry, Oregon Health and Science University, Portland, OR, United States
- VA Portland Health Care System, Portland, OR, United States
| | - Steven A. Shea
- Oregon Institute of Occupational Health Sciences, Oregon Health and Science University, Portland, OR, United States
- OHSU-PSU School of Public Health, Oregon Health and Science University, Portland, OR, United States
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11
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Rast P, Martin SR, Liu S, Williams DR. A new frontier for studying within-person variability: Bayesian multivariate generalized autoregressive conditional heteroskedasticity models. Psychol Methods 2022; 27:856-873. [PMID: 33001672 PMCID: PMC8483560 DOI: 10.1037/met0000357] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Research on individual variation has received increased attention. The bulk of the models discussed in psychological research so far, focus mainly on the temporal development of the mean structure. We expand the view on within-person residual variability and present a new model parameterization derived from classic multivariate GARCH models used to predict and forecast volatility in financial time-series. We propose a new pdBEKK and a modified dynamic conditional correlation (DCC) model that accommodate external time-varying predictors for the within-person variance. The main goal of this work is to evaluate the potential usefulness of MGARCH models for research in within-person variability. MGARCH models partition the within-person variance into, at least, 3 components: An overall constant and unconditional baseline variance, a process that introduces variance conditional on previous innovations, or random shocks, and a process that governs the carry-over effects of previous conditional variance, similar to an AR model. These models allow for variance spillover effects from one time-series to another. We illustrate the pdBEKK- and the DCC-MGARCH on two individuals who have rated their daily positive and negative affect over 100 consecutive days. The full models comprised a multivariate ARMA(1,1) model for the means and included physical activity as moderator of the overall baseline variance. Overall, the pdBEKK seems to result in a more straightforward psychological interpretation, but the DCC is generally easier to estimate and can accommodate more simultaneous time-series. Both models require rather large amounts of datapoints to detect nonzero parameters. We provide an R-package bmgarch that facilitates the estimation of these types of models. (PsycInfo Database Record (c) 2022 APA, all rights reserved).
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12
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Lazaridou A, Paschali M, Vilsmark ES, Edwards RR. Biofeedback EMG alternative therapy for chronic low back pain: Study protocol of a pilot randomized controlled trial. Contemp Clin Trials 2022; 121:106888. [PMID: 35988661 DOI: 10.1016/j.cct.2022.106888] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Revised: 08/11/2022] [Accepted: 08/15/2022] [Indexed: 01/27/2023]
Abstract
BACKGROUND Chronic pain affects about 100 million U.S. adults, with chronic low back pain (CLBP) cited as the most prevalent type. Although there is evidence that non-pharmacological therapies seem to be effective for treating low back pain, there is limited evidence of the effectiveness of EMG biofeedback with non-specific chronic low back pain (NCLBP). The purpose of this study is, therefore, to determine the efficacy of a portable EMG biofeedback device on pain in individuals with CLBP. METHODS/DESIGN This study is a prospective, single-center, assessor-blind, two-arm, parallel randomized controlled trial to be conducted at Brigham and Women's Hospital, Boston, MA. Eighty patients with CLBP will be randomized in a 2:1 ratio to receive sEMG-BF (surface EMG biofeedback) or continued care (no intervention). All participants will receive treatment virtually weekly for 8 weeks. The primary outcome will be pain intensity (Brief Pain Inventory). The secondary outcomes will include pain interference (Brief Pain Inventory), disability (The Oswestry Disability Index (ODI)), anxiety and depression (Hospital Anxiety and Depression Scale). All outcomes will be assessed at baseline, immediately post-intervention, and 3 months follow-up. CONCLUSION To our knowledge, this study will be the first powered randomized controlled trial to compare the effectiveness of a virtual sEMG-BF protocol specifically designed for CLBP. The outcome of the study may provide evidence for the effectiveness of biofeedback using digital therapeutics to relieve pain in individuals with CLBP. TRIAL REGISTRATION Clinical Trials Registry (http://ClinicalTrials.gov Identifier: NCT04607460). Registered on October 29, 2020.
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Affiliation(s)
- Asimina Lazaridou
- Harvard Medical School, Brigham & Women's Hospital, Department of Anesthesiology, Perioperative & Pain Medicine, USA
| | - Myrella Paschali
- Harvard Medical School, Brigham & Women's Hospital, Department of Anesthesiology, Perioperative & Pain Medicine, USA.
| | - Eric S Vilsmark
- Harvard Medical School, Brigham & Women's Hospital, Department of Anesthesiology, Perioperative & Pain Medicine, USA
| | - Robert R Edwards
- Harvard Medical School, Brigham & Women's Hospital, Department of Anesthesiology, Perioperative & Pain Medicine, USA
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13
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Babilon S, Myland P, Klabes J, Simon J, Khanh TQ. Study protocol for measuring the impact of (quasi-)monochromatic light on post-awakening cortisol secretion under controlled laboratory conditions. PLoS One 2022; 17:e0267659. [PMID: 35584105 PMCID: PMC9116651 DOI: 10.1371/journal.pone.0267659] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2021] [Accepted: 04/11/2022] [Indexed: 11/21/2022] Open
Abstract
Cortisol secretion has a fundamental role in human circadian regulation. The cortisol awakening response (CAR) can be observed as a daily recurring sharp increase in cortisol concentration within the first hour after awakening and is influenced by environmental light conditions. The current work provides the study protocol for an ongoing research project that is intended to explore the spectral dependencies and to discuss measures of emotional state and cognitive functioning potentially related to the CAR. Based on a controlled within-subjects sleep laboratory study, the impact of a two-hour, (quasi-)monochromatic, post-awakening light exposure of different peak wavelength (applied from 6:00 to 8:00 am) on resulting CAR levels should be investigated in a systematic manner to eventually derive a corresponding spectral sensitivity model. As a secondary outcome, it should be explored whether a potentially light-enhanced cortisol secretion might also impact different measures of sleepiness, mood, and vigilance for certain wavelengths. The study protocol described in the present work discusses the various protocol steps using pilot data collected for two different wavelength settings (i.e., short-wavelength blue-light at λmax = 476 nm and long-wavelength red-light at λmax = 649 nm) experienced by a group of four healthy male adults at an average ± SD age of 25.25 ± 3.59 years.
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Affiliation(s)
- Sebastian Babilon
- Laboratory of Lighting Technology, Technical University of Darmstadt, Darmstadt, Germany
- Light and Health Research Center, Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY, United States of America
| | - Paul Myland
- Laboratory of Lighting Technology, Technical University of Darmstadt, Darmstadt, Germany
| | - Julian Klabes
- Laboratory of Lighting Technology, Technical University of Darmstadt, Darmstadt, Germany
| | - Joel Simon
- Laboratory of Lighting Technology, Technical University of Darmstadt, Darmstadt, Germany
| | - Tran Quoc Khanh
- Laboratory of Lighting Technology, Technical University of Darmstadt, Darmstadt, Germany
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Indirect effects, via parental factors, of income harshness and unpredictability on kindergarteners' socioemotional functioning. Dev Psychopathol 2022; 34:635-646. [PMID: 35287775 DOI: 10.1017/s095457942100136x] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Drawing on data from the Early Childhood Longitudinal Study-Birth Cohort (n = 10,700), we evaluate indirect effects - via parent negative psychology and harsh-inconsistent parenting - of income harshness, unpredictability, and their interaction on kindergarteners' socioemotional development. Income harshness is operationalized as the typical level of family income-to-needs across four repeated measurements from 9 months to kindergarten and unpredictability as random variation across the same repeated measurements. Results indicate that the effects of greater income harshness and the harshness-X-unpredictability interaction (reflecting more predictable income harshness) on more "problematic" child behavior operated via both parent negative psychology (i.e., greater psychological stress) and harsh-inconsistent parenting. Results underscore the utility of simultaneously investigating effects of income harshness and unpredictability, as well as their interaction and mechanisms of influence.
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15
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Tighe LA, Birditt KS, Turkelson AE, Sastry N. Under my skin: Parenting behavior and children's cortisol in the Los Angeles family and neighborhood survey. Dev Psychobiol 2022; 64:e22263. [PMID: 35452548 PMCID: PMC9038030 DOI: 10.1002/dev.22263] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Revised: 01/18/2022] [Accepted: 01/31/2022] [Indexed: 11/06/2022]
Abstract
This study examined links between aspects of parenting behavior and children's cortisol and whether those links varied by child behavioral problems and ethnicity. Participants included children ages 9-15 (N = 159, 75% Latinx) and their primary caregivers from the Los Angeles Family and Neighborhood Survey (L.A.FANS; Wave 2). Children provided saliva upon waking, 30 min after waking, and at bedtime which was analyzed for cortisol. Analyses revealed associations between parenting behavior and cortisol were greater among children who had behavioral problems and these associations were stronger among non-Latinx White children compared to Latinx children. This study moves beyond the current literature by investigating these important associations in a predominately Latinx urban sample of children.
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Affiliation(s)
- Lauren A. Tighe
- Institute for Policy Research Northwestern University Evanston Illinois USA
| | - Kira S. Birditt
- Institute for Social Research University of Michigan Ann Arbor Michigan USA
| | | | - Narayan Sastry
- Institute for Social Research University of Michigan Ann Arbor Michigan USA
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16
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Katsuhara S, Yokomoto-Umakoshi M, Umakoshi H, Matsuda Y, Iwahashi N, Kaneko H, Ogata M, Fukumoto T, Terada E, Sakamoto R, Ogawa Y. Impact of Cortisol on Reduction in Muscle Strength and Mass: A Mendelian Randomization Study. J Clin Endocrinol Metab 2022; 107:e1477-e1487. [PMID: 34850018 DOI: 10.1210/clinem/dgab862] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2021] [Indexed: 01/11/2023]
Abstract
CONTEXT Prolonged exposure to pathological cortisol, as in Cushing's syndrome causes various age-related disorders, including sarcopenia. However, it is unclear whether mild cortisol excess, for example, accelerates sarcopenia due to aging or chronic stress. OBJECTIVE We used Mendelian randomization (MR) analysis to assess whether cortisol was causally associated with muscle strength and mass. METHODS Three single-nucleotide polymorphisms associated with plasma cortisol concentrations in the CORtisol NETwork consortium (n = 12 597) were used as instrumental variables. Summary statistics with traits of interest were obtained from relevant genome-wide association studies. For the primary analysis, we used the fixed-effects inverse-variance weighted analysis accounting for genetic correlations between variants. RESULTS One SD increase in cortisol was associated with SD reduction in grip strength (estimate, -0.032; 95% CI -0.044 to -0.020; P = 3e-04), whole-body lean mass (estimate, -0.032; 95% CI, -0.046 to -0.017; P = 0.004), and appendicular lean mass (estimate, -0.031; 95% CI, -0.049 to -0.012; P = 0.001). The results were supported by the weighted-median analysis, with no evidence of pleiotropy in the MR-Egger analysis. The association of cortisol with grip strength and lean mass was observed in women but not in men. The association was attenuated after adjusting for fasting glucose in the multivariable MR analysis, which was the top mediator for the association in the MR Bayesian model averaging analysis. CONCLUSION This MR study provides evidence for the association of cortisol with reduced muscle strength and mass, suggesting the impact of cortisol on the development of sarcopenia.
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Affiliation(s)
- Shunsuke Katsuhara
- Department of Medicine and Bioregulatory Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Maki Yokomoto-Umakoshi
- Department of Medicine and Bioregulatory Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Hironobu Umakoshi
- Department of Medicine and Bioregulatory Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Yayoi Matsuda
- Department of Medicine and Bioregulatory Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Norifusa Iwahashi
- Department of Medicine and Bioregulatory Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Hiroki Kaneko
- Department of Medicine and Bioregulatory Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Masatoshi Ogata
- Department of Medicine and Bioregulatory Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Tazuru Fukumoto
- Department of Medicine and Bioregulatory Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Eriko Terada
- Department of Medicine and Bioregulatory Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Ryuichi Sakamoto
- Department of Medicine and Bioregulatory Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Yoshihiro Ogawa
- Department of Medicine and Bioregulatory Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
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17
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Ozgocer T, Ucar C, Yildiz S. Daily cortisol awakening response and menstrual symptoms in young females. Stress Health 2022; 38:57-68. [PMID: 34137165 DOI: 10.1002/smi.3074] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Revised: 05/21/2021] [Accepted: 06/11/2021] [Indexed: 11/09/2022]
Abstract
Menstrual symptoms include some rhythmical changes and stress perception but women differ in duration and severity of these symptoms. It is not known whether these differences are associated with cortisol awakening response (CAR). The aim of the current study was to follow young women daily for the CAR and menstrual parameters throughout the whole menstrual cycle. Healthy and regularly cycling young women (n = 16, 17 to 31-year-old) participated in the current study. The daily records of severity of problems (DRSP) was filled in daily by the participants. CAR was also assessed daily form the salivary samples collected at a 0-, 15-, 30- and 60-min post-awakening. In terms of daily awakening cortisol profiles, women had either 2-20 (n = 3), or 20-200 (n = 8) or 200-2000 (n = 5) ng/ml cortisol according to the median levels throughout their cycle. CAR was weakly and negatively correlated with DRSP scores but strongly and positively with oestradiol (R2 = 0.300; p = 0.000) and progesterone (R2 = 0.490; p = 0.000) concentrations. Individuals with higher oestradiol and progesterone concentrations did not have high DRSP scores. In conclusion, CAR had a very high between-subject difference but had a low within-subject difference throughout the days of menstrual cycle, suggesting that CAR is a relatively stable personal trait. Moreover, the interplay between cortisol, progesterone and oestradiol appears to be important for the severity of menstrual symptoms.
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Affiliation(s)
- Tuba Ozgocer
- Department of Physiology, Faculty of Medicine, University of Harran, Şanlıurfa, Turkey
| | - Cihat Ucar
- Department of Physiology, Faculty of Medicine, University of Adıyaman, Adıyaman, Turkey
| | - Sedat Yildiz
- Department of Physiology, Faculty of Medicine, University of Inonu, Malatya, Turkey
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18
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Li Y, Wood J, Ji L, Chow SM, Oravecz Z. Fitting Multilevel Vector Autoregressive Models in Stan, JAGS, and Mplus. STRUCTURAL EQUATION MODELING : A MULTIDISCIPLINARY JOURNAL 2022; 29:452-475. [PMID: 35601030 PMCID: PMC9122119 DOI: 10.1080/10705511.2021.1911657] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
The influx of intensive longitudinal data creates a pressing need for complex modeling tools that help enrich our understanding of how individuals change over time. Multilevel vector autoregressive (mlVAR) models allow for simultaneous evaluations of reciprocal linkages between dynamic processes and individual differences, and have gained increased recognition in recent years. High-dimensional and other complex variations of mlVAR models, though often computationally intractable in the frequentist framework, can be readily handled using Markov chain Monte Carlo techniques in a Bayesian framework. However, researchers in social science fields may be unfamiliar with ways to capitalize on recent developments in Bayesian software programs. In this paper, we provide step-by-step illustrations and comparisons of options to fit Bayesian mlVAR models using Stan, JAGS and Mplus, supplemented with a Monte Carlo simulation study. An empirical example is used to demonstrate the utility of mlVAR models in studying intra- and inter-individual variations in affective dynamics.
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19
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Cerino ES, Katz MJ, Wang C, Qin J, Gao Q, Hyun J, Hakun JG, Roque NA, Derby CA, Lipton RB, Sliwinski MJ. Variability in Cognitive Performance on Mobile Devices Is Sensitive to Mild Cognitive Impairment: Results From the Einstein Aging Study. Front Digit Health 2021; 3:758031. [PMID: 34927132 PMCID: PMC8677835 DOI: 10.3389/fdgth.2021.758031] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Accepted: 11/08/2021] [Indexed: 11/19/2022] Open
Abstract
Background and Objective: Within-person variability in cognitive performance has emerged as a promising indicator of cognitive health with potential to distinguish normative and pathological cognitive aging. We use a smartphone-based digital health approach with ecological momentary assessments (EMA) to examine differences in variability in performance among older adults with mild cognitive impairment (MCI) and those who were cognitively unimpaired (CU). Method: A sample of 311 systematically recruited, community-dwelling older adults from the Einstein Aging Study (Mean age = 77.46 years, SD = 4.86, Range = 70-90; 67% Female; 45% Non-Hispanic White, 40% Non-Hispanic Black) completed neuropsychological testing, neurological assessments, and self-reported questionnaires. One hundred individuals met Jak/Bondi criteria for MCI. All participants performed mobile cognitive tests of processing speed, visual short-term memory binding, and spatial working memory on a smartphone device up to six times daily for 16 days, yielding up to 96 assessments per person. We employed heterogeneous variance multilevel models using log-linear prediction of residual variance to simultaneously assess cognitive status differences in mean performance, within-day variability, and day-to-day variability. We further tested whether these differences were robust to the influence of environmental contexts under which assessments were performed. Results: Individuals with MCI exhibited greater within-day variability than those who were CU on ambulatory assessments that measure processing speed (p < 0.001) and visual short-term memory binding (p < 0.001) performance but not spatial working memory. Cognitive status differences in day-to-day variability were present only for the measure of processing speed. Associations between cognitive status and within-day variability in performance were robust to adjustment for sociodemographic and contextual variables. Conclusion: Our smartphone-based digital health approach facilitates the ambulatory assessment of cognitive performance in older adults and the capacity to differentiate individuals with MCI from those who were CU. Results suggest variability in mobile cognitive performance is sensitive to MCI and exhibits dissociative patterns by timescale and cognitive domain. Variability in processing speed and visual short-term memory binding performance may provide specific detection of MCI. The 16-day smartphone-based EMA measurement burst offers novel opportunity to leverage digital technology to measure performance variability across frequent assessments for studying cognitive health and identifying early clinical manifestations of cognitive impairment.
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Affiliation(s)
- Eric S. Cerino
- Department of Psychological Sciences, College of Social and Behavioral Sciences, Northern Arizona University, Flagstaff, AZ, United States
- Center for Healthy Aging, College of Health and Human Development, Pennsylvania State University, University Park, PA, United States
| | - Mindy J. Katz
- Department of Neurology, Albert Einstein College of Medicine, Bronx, NY, United States
| | - Cuiling Wang
- Department of Neurology, Albert Einstein College of Medicine, Bronx, NY, United States
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, United States
| | - Jiyue Qin
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, United States
| | - Qi Gao
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, United States
| | - Jinshil Hyun
- Department of Neurology, Albert Einstein College of Medicine, Bronx, NY, United States
| | - Jonathan G. Hakun
- Center for Healthy Aging, College of Health and Human Development, Pennsylvania State University, University Park, PA, United States
- Department of Neurology, College of Medicine, Pennsylvania State University, Hershey, PA, United States
| | - Nelson A. Roque
- Department of Psychology, University of Central Florida, Orlando, FL, United States
| | - Carol A. Derby
- Department of Neurology, Albert Einstein College of Medicine, Bronx, NY, United States
| | - Richard B. Lipton
- Department of Neurology, Albert Einstein College of Medicine, Bronx, NY, United States
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, United States
| | - Martin J. Sliwinski
- Center for Healthy Aging, College of Health and Human Development, Pennsylvania State University, University Park, PA, United States
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20
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Wen CKF, Chou CP, Belcher BR, Weigensberg MJ, Black DS, Spruijt-Metz D. The Acute Relationship between Affective States and Stress Biomarkers in Ethnic Minority Youths. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph182312670. [PMID: 34886393 PMCID: PMC8656681 DOI: 10.3390/ijerph182312670] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Revised: 11/23/2021] [Accepted: 11/27/2021] [Indexed: 11/16/2022]
Abstract
Background: Whether affective states acutely predict the hypothalamic–pituitary–adrenal (HPA) axis activities and whether energy balance-related behaviors moderate the affect–HPA axis relationship in obese youths are not well-understood. Methods: 87 mostly obese (94.3% obese) minority adolescents (mean: 16.3 ± 1.2 years old; 56.8% Latino and 43.2% African American) participated in a randomized crossover trial in an observation laboratory, where they received either high-sugar/low-fiber (HSLF) or low-sugar/high-fiber (LSHF) meals first and then crossed over in the next visit 2–4 weeks later. During each visit, they rated five affective states and provided a saliva sample every 30 min for the first 5 h and wore a waist-worn accelerometer. The association between the affect ratings and cortisol levels in the subsequent 30 min and the moderation effect of energy balance-related behavior were examined using multilevel models. Results: Within-person negative affect (β = 0.02, p = 0.0343) and feeling of panic (β = 0.007, p = 0.004) were acutely related to the subsequent cortisol level only during the HSLF condition. The time spent in moderate-to-vigorous physical activity did not moderate the acute relationship between affect and the subsequent cortisol level. Conclusions: Negative affect could be acutely related to heightened HPA axis activities in youths, but only when they were exposed to meals with high sugar and low fiber content. These results suggest that the meals’ sugar and fiber content may modulate HPA axis reactivity to negative affect in youths.
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Affiliation(s)
- Cheng K. Fred Wen
- Center for Self-Report Science, University of Southern California, Los Angeles, CA 90089, USA
- Correspondence:
| | - Chih-Ping Chou
- Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA 90032, USA; (C.-P.C.); (B.R.B.); (D.S.B.)
| | - Britni R. Belcher
- Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA 90032, USA; (C.-P.C.); (B.R.B.); (D.S.B.)
| | - Marc J. Weigensberg
- Department of Pediatrics, University of Southern California, Los Angeles, CA 90033, USA;
| | - David S. Black
- Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA 90032, USA; (C.-P.C.); (B.R.B.); (D.S.B.)
| | - Donna Spruijt-Metz
- Center for Economic and Social Research and Department of Psychology, University of Southern California, Los Angeles, CA 90089, USA;
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21
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Sørensen SO, Pedersen J, Rasmussen MG, Kristensen PL, Grøntved A. Feasibility of home-based sampling of salivary cortisol and cortisone in healthy adults. BMC Res Notes 2021; 14:406. [PMID: 34727972 PMCID: PMC8561883 DOI: 10.1186/s13104-021-05820-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Accepted: 10/26/2021] [Indexed: 11/25/2022] Open
Abstract
Objective Salivary cortisol and cortisone are used as biomarkers of physiological stress. Careful sampling of saliva for profiling of awakening response and the diurnal slope can be challenging in free-living environments, and validated sampling protocols are lacking. Therefore, we investigated (1) the level of compliance to a three-day home-based salivary sampling protocol, and (2) the within subject day-to-day variability of cortisol and cortisone outcomes and the required measuring days to obtain high reproducibility. Results Nineteen healthy adults (mean age: 42, 50% females) participated. Participants collected in total 434 salivary samples out of 456 scheduled (four samples per day over three consecutive days at two time points). We found high level of compliance to the proposed free-living salivary sampling protocol with 18 (95%) and 16 (84%) participants being compliant to numbers and timing of samples, respectively. The area under the curve for the morning salivary samples and peak-to-bed slope had moderate reproducibility for cortisol and cortisone (intraclass correlation coefficient: 0.51–0.68, and mean coefficient of variation: 14.7%-75.3%). Three-to-four measuring days were required for high reproducibility of the area under the curve for the morning salivary samples and peak-to-bed slope using this free-living salivary sampling protocol. Trial registration Clinical trial registered with www.clinicaltrials.gov (NCT03788525). Supplementary Information The online version contains supplementary material available at 10.1186/s13104-021-05820-4.
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Affiliation(s)
- Sarah Overgaard Sørensen
- Research Unit for Exercise Epidemiology, Department of Sports Science and Clinical Biomechanics, Centre of Research in Childhood Health, University of Southern Denmark, Campusvej 55, 5230, Odense, Denmark.
| | - Jesper Pedersen
- Research Unit for Exercise Epidemiology, Department of Sports Science and Clinical Biomechanics, Centre of Research in Childhood Health, University of Southern Denmark, Campusvej 55, 5230, Odense, Denmark
| | - Martin G Rasmussen
- Research Unit for Exercise Epidemiology, Department of Sports Science and Clinical Biomechanics, Centre of Research in Childhood Health, University of Southern Denmark, Campusvej 55, 5230, Odense, Denmark
| | - Peter L Kristensen
- Research Unit for Exercise Epidemiology, Department of Sports Science and Clinical Biomechanics, Centre of Research in Childhood Health, University of Southern Denmark, Campusvej 55, 5230, Odense, Denmark
| | - Anders Grøntved
- Research Unit for Exercise Epidemiology, Department of Sports Science and Clinical Biomechanics, Centre of Research in Childhood Health, University of Southern Denmark, Campusvej 55, 5230, Odense, Denmark
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Involvement of Ghrelin Dynamics in Stress-Induced Eating Disorder: Effects of Sex and Aging. Int J Mol Sci 2021; 22:ijms222111695. [PMID: 34769125 PMCID: PMC8583769 DOI: 10.3390/ijms222111695] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Revised: 10/25/2021] [Accepted: 10/27/2021] [Indexed: 12/15/2022] Open
Abstract
Stress, a factor that affects appetite in our daily lives, enhances or suppresses appetite and changes palatability. However, so far, the mechanisms underlying the link between stress and eating have not been fully elucidated. Among the peripherally produced appetite-related peptides, ghrelin is the only orexigenic peptide, and abnormalities in the dynamics and reactivity of this peptide are involved in appetite abnormalities in various diseases and psychological states. This review presents an overview of the research results of studies evaluating the effects of various stresses on appetite. The first half of this review describes the relationship between appetite and stress, and the second half describes the relationship between the appetite-promoting peptide ghrelin and stress. The effects of sex differences and aging under stress on appetite are also described.
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Parent-Lamarche A, Marchand A, Saade S. Does salivary cortisol secretion mediate the association of work-related stressors with workers' depression? Int Arch Occup Environ Health 2021; 95:477-487. [PMID: 34636976 DOI: 10.1007/s00420-021-01792-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Accepted: 06/12/2021] [Indexed: 10/20/2022]
Abstract
PURPOSE The purpose of this study was to verify the mediating role salivary cortisol intensity plays between work organization conditions and depression. This study simultaneously considered psychological and physiological (salivary cortisol) stress indicators on workers' depression in a single model. METHODS We relied on cluster sampling of 341 workers in 34 Quebec establishments. Five saliva samples (on awakening, 30 min after awakening, at 2:00 p.m., 4:00 p.m., and bedtime) were collected per day. The weekly collection period spanned a period of 3 days (1 day off and 2 work days). We evaluated the main effects of work organization conditions on salivary cortisol intensity and depression, as well as the mediation effect of salivary cortisol intensity between work organization conditions and depression. To adjust for design effects, the direct and indirect (mediation) associations between the variables were evaluated while accounting for the non-independence of the data. RESULTS Skill utilization and job insecurity were associated with salivary cortisol intensity, while psychological demands and job insecurity were associated with higher depression levels. Work-related variables were not found to have an indirect effect on depression via worker's salivary cortisol (AUC) intensity. CONCLUSION Work-related stressors examined in this study did not indirectly affect worker's depression levels. Additional studies are necessary to be able to identify all work-related stressors that could potentially increase worker's depression levels through salivary cortisol.
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Affiliation(s)
- Annick Parent-Lamarche
- Department of Human Resources Management, Université du Québec à Trois-Rivières, 3225, Albert-Tessier, Trois-Rivières, QC, G9A 5A7, Canada.
| | - Alain Marchand
- School of Industrial Relations, University of Montreal, Succ. Centre-ville, C.P. 6128, Montreal, QC, H3C 3J7, Canada
| | - Sabine Saade
- Department of Psychology, American University of Beirut, Jesup Hall, 102, Beirut, Lebanon
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O'Connor DB, Branley-Bell D, Green JA, Ferguson E, O'Carroll RE, O'Connor RC. Resilience and vulnerability factors influence the cortisol awakening response in individuals vulnerable to suicide. J Psychiatr Res 2021; 142:312-320. [PMID: 34419751 DOI: 10.1016/j.jpsychires.2021.08.006] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Revised: 06/16/2021] [Accepted: 08/09/2021] [Indexed: 11/30/2022]
Abstract
Suicide is a global health issue. Dysregulated hypothalamic-pituitary-adrenal (HPA) axis activity, as measured by cortisol levels, has been identified as one potential risk factor. Evidence is emerging to suggest that different psychological factors may be associated with increased resilience and vulnerability in this context. The current study investigated whether trait resilience, social support, socially prescribed perfectionism, trait worry and trait impulsivity influenced the cortisol awakening response (CAR) over a 7-day study in individuals vulnerable to suicide. 142 participants with a history of suicidal attempt or ideation (suicide vulnerability group; n = 95) and with no suicide risk history (control group; n = 47) were recruited. Participants completed baseline questionnaires before commencing a 7-day study where they provided cortisol samples immediately upon waking, at 15 min, 30 min and 45 min on 7 consecutive days. Higher worry, socially prescribed perfectionism and impulsivity, lower resilience and social support were found in the suicide vulnerability group compared to the control group. Lower levels of resilience, higher levels of socially prescribed perfectionism, worry and impulsivity were associated with significantly lower total CAR. Suicide group membership was also found to have an indirect effect on total CAR via trait worry. The current findings show for the first time, that these well-known psychological risk factors for suicide are associated with smaller total cortisol awakening responses. Researchers ought to elucidate the precise causal mechanisms linking these traits, CAR and suicide risk in order to develop interventions to help build resilience in vulnerable populations.
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Affiliation(s)
| | | | | | - Eamonn Ferguson
- School of Psychology, University of Nottingham, Nottingham, UK
| | | | - Rory C O'Connor
- Suicidal Behavior Research Laboratory, Institute of Health & Wellbeing, University of Glasgow, Glasgow, UK
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25
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Vehmeijer FOL, Santos S, de Rijke YB, van den Akker ELT, Felix JF, van Rossum EFC, Jaddoe VWV. Associations of Hair Cortisol Concentrations With Cardiometabolic Risk Factors in Childhood. J Clin Endocrinol Metab 2021; 106:e3400-e3413. [PMID: 34050761 PMCID: PMC8372666 DOI: 10.1210/clinem/dgab379] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Indexed: 12/17/2022]
Abstract
CONTEXT Biological stress is related to cardiovascular disease in adults. The associations of stress with cardiovascular and metabolic diseases may originate in childhood. OBJECTIVE This work aims to examine the associations of hair cortisol concentrations at age 6 years with cardiometabolic risk factors at ages 6 and 10 years. METHODS Cortisol concentrations were measured in hair of 6-year-old children (n = 2598) participating in the Generation R Study, a population-based prospective cohort study in Rotterdam, the Netherlands. Main outcome measures included blood pressure, heart rate, concentrations of insulin, glucose, lipids, and C-reactive protein in blood at ages 6 and 10 years. RESULTS Higher hair cortisol concentrations at age 6 years were associated with higher systolic blood pressure at age 10 years (difference 0.17 SD score; 95% CI, 0.03-0.31). The association attenuated into nonsignificance after adjustment for childhood body mass index (BMI) at age 6 years. Higher hair cortisol concentrations at age 6 years were associated with an increase in total and low-density lipoprotein cholesterol between ages 6 and 10 years but not with those measurements at age 6 or 10 years. Hair cortisol concentrations were not associated with other cardiometabolic risk factors at age 6 or 10 years. CONCLUSION Hair cortisol concentrations were not independent of BMI associated with cardiometabolic risk factors at 6 or 10 years. The associations of biological stress with cardiometabolic risk factors may develop at later ages.
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Affiliation(s)
- Florianne O L Vehmeijer
- The Generation R Study Group, Erasmus MC, University Medical Center, CA Rotterdam, the Netherlands
- Department of Pediatrics, Erasmus MC, University Medical Center, CA Rotterdam, the Netherlands
| | - Susana Santos
- The Generation R Study Group, Erasmus MC, University Medical Center, CA Rotterdam, the Netherlands
- Department of Pediatrics, Erasmus MC, University Medical Center, CA Rotterdam, the Netherlands
| | - Yolanda B de Rijke
- Department of Clinical Chemistry, Erasmus MC, University Medical Center, CA Rotterdam, the Netherlands
- Obesity Center CGG, Erasmus MC, University Medical Center, CA Rotterdam, the Netherlands
| | - Erica L T van den Akker
- Department of Pediatrics, Erasmus MC, University Medical Center, CA Rotterdam, the Netherlands
- Obesity Center CGG, Erasmus MC, University Medical Center, CA Rotterdam, the Netherlands
| | - Janine F Felix
- The Generation R Study Group, Erasmus MC, University Medical Center, CA Rotterdam, the Netherlands
- Department of Pediatrics, Erasmus MC, University Medical Center, CA Rotterdam, the Netherlands
| | - Elisabeth F C van Rossum
- Obesity Center CGG, Erasmus MC, University Medical Center, CA Rotterdam, the Netherlands
- Department of Internal Medicine, Division of Endocrinology, Erasmus MC, University Medical Center, CA Rotterdam, the Netherlands
| | - Vincent W V Jaddoe
- The Generation R Study Group, Erasmus MC, University Medical Center, CA Rotterdam, the Netherlands
- Department of Pediatrics, Erasmus MC, University Medical Center, CA Rotterdam, the Netherlands
- Correspondence: Vincent W. V. Jaddoe, MD, PhD, Erasmus MC (Na 29-08), PO Box 2040, 3000 CA Rotterdam, the Netherlands.
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Covariation of psychobiological stress regulation with valence and quantity of social interactions in everyday life: disentangling intra- and interindividual sources of variation. J Neural Transm (Vienna) 2021; 128:1381-1395. [PMID: 34181094 PMCID: PMC8423684 DOI: 10.1007/s00702-021-02359-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Accepted: 05/27/2021] [Indexed: 12/20/2022]
Abstract
While the overall effects of social relationships on stress and health have extensively been described, it remains unclear how the experience of social interactions covaries with the activity of psychobiological stress in everyday life. We hypothesized that the valence as well as quantitative characteristics of social interactions in everyday life would attenuate psychobiological stress. Sixty healthy participants provided data for the analyses. Using an ecological momentary assessment design, participants received 6 prompts on their smartphone for 4 days. At each prompt, they reported on social interactions since the last prompt (any occurrence, frequency, duration, quality, and perceived social support), current subjective stress, and provided one saliva sample for the analyses of cortisol (sCort) and alpha-amylase (sAA). Experiencing any contact within days as well as higher daily levels of contact quality and perceived social support were associated with reduced levels of sCort. Furthermore, on a daily level, experiencing at least one contact in-between prompts more often as well as having more contacts on average attenuated the sAA output. Perceived social support and contact quality as well as higher daily contact durations were associated with lower subjective stress. For sCort, daily levels of stress moderated the effects of experiencing any contact within days while daily perceived social support moderated the effects of subjective stress. For sAA, experiencing at least one contact in-between prompts more often on a daily level moderated the effects of subjective stress. There were no between-person effects throughout all analyses. The results show ecologically valid evidence for direct attenuating effects of social interactions on psychobiological stress as well as for the stress-buffering hypothesis in everyday life. Increasing the quantity and improving the valence of social interactions on an intrapersonal level can possibly reduce psychobiological stress and prevent its consequences.
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Individual variation in diurnal cortisol in patients with knee osteoarthritis: Clinical correlates. Int J Psychophysiol 2021; 167:1-6. [PMID: 34139278 DOI: 10.1016/j.ijpsycho.2021.06.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Revised: 06/06/2021] [Accepted: 06/11/2021] [Indexed: 11/22/2022]
Abstract
BACKGROUND The cortisol awakening response (CAR) is a core biomarker of hypothalamic-pituitary-adrenal (HPA) axis regulation. To date, however, studies of HPA-axis function among patients with chronic pain are scarce and show equivocal results. The objectives of this study were to investigate the association between CAR and pain-related outcomes and to investigate potential sex differences in patients with knee osteoarthritis (KOA). METHODS In this cross-sectional study, KOA patients (N = 96) completed self-report questionnaires assessing pain and psychosocial factors and underwent Quantitative Sensory Testing (QST) to assess pressure pain threshold (PPT). Additionally, salivary cortisol samples (N = 60) were collected to assess HPA-axis function at 6 time points (awakening, 15- and 30-minute post-awakening, 4 PM, 9 PM and bedtime). The CAR was calculated by examining increases in salivary cortisol from awakening to 30 min post awakening and the total post-awakening cortisol concentration by calculating the lower areas under the curve of cortisol with respect to ground (AUCG). RESULTS Patients with a relatively blunted CAR had significantly higher anxiety levels and lower PPT than patients with relatively normal CAR. Similarly, patients with a relatively reduced AUCG had significantly higher pain interference and anxiety levels compared to patients with relatively normal AUCG. PPT was positively correlated with CAR and AUCG and negatively correlated with pain severity and anxiety. Men with KOA had significantly lower anxiety, higher PPT and higher CAR and AUCG than women with KOA. Mediation analysis results revealed a significant indirect effect of PPT on the relationship between sex and AUCG. CONCLUSIONS: The findings of this study suggest that neuroendocrine factors such as CAR and AUCG may contribute to individual differences in pain-related outcomes in patients with KOA. Additionally, our results show sex differences in the magnitude of morning HPA activation and pain-related outcomes. Finally, our findings are suggestive of a sex-dependent relationship between post-awakening cortisol concentrations and pain perception. Future research should examine these associations across various pain populations.
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DuBois LZ, Shattuck-Heidorn H. Challenging the binary: Gender/sex and the bio-logics of normalcy. Am J Hum Biol 2021; 33:e23623. [PMID: 34096131 DOI: 10.1002/ajhb.23623] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2020] [Revised: 04/08/2021] [Accepted: 05/18/2021] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND We are witnessing renewed debates regarding definitions and boundaries of human gender/sex, where lines of genetics, gonadal hormones, and secondary sex characteristics are drawn to defend strict binary categorizations, with attendant implications for the acceptability and limits of gender identity and diversity. AIMS Many argue for the need to recognize the entanglement of gender/sex in humans and the myriad ways that gender experience becomes biology; translating this theory into practice in human biology research is essential. Biological anthropology is well poised to contribute to these societal conversations and debates. To do this effectively, a reconsideration of our own conceptions of gender/sex, gender identity, and sexuality is necessary. METHODS In this article, we discuss biological variation associated with gender/sex and propose ways forward to ensure we are engaging with gender/sex diversity. We base our analysis in the concept of "biological normalcy," which allows consideration of the relationships between statistical distributions and normative views. We address the problematic reliance on binary categories, the utilization of group means to represent typical biologies, and document ways in which binary norms reinforce stigma and inequality regarding gender/sex, gender identity, and sexuality. DISCUSSION AND CONCLUSIONS We conclude with guidelines and methodological suggestions for how to engage gender/sex and gender identity in research. Our goal is to contribute a framework that all human biologists can use, not just those who work with gender or sexually diverse populations. We hope that in bringing this perspective to bear in human biology, that novel ideas and applications will emerge from within our own discipline.
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Affiliation(s)
- L Zachary DuBois
- Department of Anthropology, University of Oregon, Eugene, Oregon, USA
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Rawn KP, Keller PS, Bi S, Schoenberg N. Salivary Markers of Stress in Grandparents Rearing Grandchildren in Rural Appalachia: The Role of Mental Health, Religiosity, and Social Support. JOURNAL OF INTERGENERATIONAL RELATIONSHIPS 2021; 21:19-39. [PMID: 36861060 PMCID: PMC9970288 DOI: 10.1080/15350770.2021.1921653] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
This study examines changes in salivary cortisol and alpha-amylase among grandparents rearing grandchildren in rural Appalachia. Grandparent-caregivers experience greater stress than non-grandparent-caregivers. Participants included 20 grandparent-caregivers and a child for which they cared, who completed questionnaires assessing family functioning and mental health via interview. Grandparent-caregivers provided morning saliva samples once a year for two years. For grandparent-caregivers low in social support and religiosity, grandparent-caregiver depressive symptoms, child depressive symptoms, and child stress were associated with increased grandparent-caregiver salivary alpha-amylase. For grandparent-caregivers high in social support and religiosity, child depressive symptoms, child stress, and child aggression were associated with increased grandparent-caregiver cortisol.
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Affiliation(s)
- Kyle P. Rawn
- Department of Psychology, University of Kentucky
| | | | - Shuang Bi
- Department of Psychology, University of Kentucky
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30
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Genetic and environmental influences on cortisol reactivity to a psychosocial stressor in adolescents and young adults. Psychoneuroendocrinology 2021; 127:105195. [PMID: 33714784 PMCID: PMC8186845 DOI: 10.1016/j.psyneuen.2021.105195] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Revised: 02/12/2021] [Accepted: 03/05/2021] [Indexed: 12/12/2022]
Abstract
Individuals vary in their response to psychological and physiological stressors, and this reactivity can be captured using measures of cortisol. Previous research suggests cortisol reactivity is under some degree of genetic control; however, the measures used have varied widely. This study (N = 524) examined potential differences in heritability across varying cortisol metrics of stress reactivity following the Trier Social Stress Test (TSST) and whether these measures are genetically or environmentally interrelated. Participants included twins aged 15-20 years (56% female). Cortisol reactivity to the TSST was assessed via serial salivary cortisol samples collected pre- and post-TSST. Modest to moderate heritability estimates (12% [95CI: 1-36%] - 45% [95CI: 16-69%]) were observed across measures purported to capture stress reactivity (peak, area under the curve [AUC], baseline-to-peak change). Findings also demonstrate both shared and unique genetic and environmental influences between baseline cortisol and cortisol reactivity. Minimal to no additional genetic innovations above and beyond the contributions of peak cortisol were found for other measures of cortisol reactivity such as AUC. This study is one of the largest twin-based samples to examine the heritability of cortisol reactivity, and results suggest that simpler measures of cortisol reactivity demonstrate higher heritability compared to more complex measurements.
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31
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Shi X, Wu J, Smyth N. An inverted U-shaped relationship between cortisol awakening response and same-day error monitoring function in healthy males. Biol Psychol 2021; 160:108052. [PMID: 33607211 DOI: 10.1016/j.biopsycho.2021.108052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2020] [Revised: 02/02/2021] [Accepted: 02/12/2021] [Indexed: 10/22/2022]
Abstract
The cortisol awakening response (CAR) is thought to provide an energetic "boost" for the coming day and has been shown to be associated with prefrontal dependent function. The aim of the current study was to examine the relationship between the CAR and same-day neural activity following an error response task. Forty-six healthy males (22.25 years ± 1.98) collected saliva samples at 0, 30 and 45 min post-awakening to measure the CAR, and on the same afternoon event-related potential activity during error processing was measured. Although no association was observed between CAR and post-error behavior, a significant quadratic relationship was observed between CAR and Error-related Negativity (ERN) amplitude, and this association remained while controlling for confounding factors. This finding suggested the existence of an inverted U-shaped relationship between CAR and the same-day error-monitoring function in healthy males.
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Affiliation(s)
- Xia Shi
- Department of Psychology, Tianjin University of Technology and Education, Tianjin, China.
| | - Jianhui Wu
- Center for Brain Disorder and Cognitive Science, Shenzhen University, Shenzhen, Guangdong, China; Shenzhen Institute of Neuroscience, Shenzhen, Guangdong, China.
| | - Nina Smyth
- Department of Psychology, University of Westminster, London, UK
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Iftikhar A, Islam M, Shepherd S, Jones S, Ellis I. Cancer and Stress: Does It Make a Difference to the Patient When These Two Challenges Collide? Cancers (Basel) 2021; 13:cancers13020163. [PMID: 33418900 PMCID: PMC7825104 DOI: 10.3390/cancers13020163] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Revised: 12/23/2020] [Accepted: 12/28/2020] [Indexed: 02/07/2023] Open
Abstract
Simple Summary Head and neck cancers are the sixth most common cancer in the world. The burden of the disease has remained challenging over recent years despite the advances in treatments of other malignancies. The very use of the word malignancy brings about a stress response in almost all adult patients. Being told you have a tumour is not a word anyone wants to hear. We have embarked on a study which will investigate the effect of stress pathways on head and neck cancer patients and which signalling pathways may be involved. In the future, this will allow clinicians to better manage patients with head and neck cancer and reduce the patients’ stress so that this does not add to their tumour burden. Abstract A single head and neck Cancer (HNC) is a globally growing challenge associated with significant morbidity and mortality. The diagnosis itself can affect the patients profoundly let alone the complex and disfiguring treatment. The highly important functions of structures of the head and neck such as mastication, speech, aesthetics, identity and social interactions make a cancer diagnosis in this region even more psychologically traumatic. The emotional distress engendered as a result of functional and social disruption is certain to negatively affect health-related quality of life (HRQoL). The key biological responses to stressful events are moderated through the combined action of two systems, the hypothalamus–pituitary–adrenal axis (HPA) which releases glucocorticoids and the sympathetic nervous system (SNS) which releases catecholamines. In acute stress, these hormones help the body to regain homeostasis; however, in chronic stress their increased levels and activation of their receptors may aid in the progression of cancer. Despite ample evidence on the existence of stress in patients diagnosed with HNC, studies looking at the effect of stress on the progression of disease are scarce, compared to other cancers. This review summarises the challenges associated with HNC that make it stressful and describes how stress signalling aids in the progression of cancer. Growing evidence on the relationship between stress and HNC makes it paramount to focus future research towards a better understanding of stress and its effect on head and neck cancer.
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Maia Bezerra NK, de Menezes Galvão AC, Martins Leite NE, Leão Barbalho Sant'anna A, de Medeiros Garcia Torres M, Galvão Pinto Coelho MC, Kenji Medeiros Shiramizu V, de Sousa MBC, Leite Galvão-Coelho N. Success of in vitro fertilization and its association with the levels of psychophysiological stress before and during the treatment. Health Care Women Int 2020; 42:420-445. [PMID: 32866071 DOI: 10.1080/07399332.2020.1787415] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Despite the advance of assisted reproduction, high rates of failure in treatment are still observed. Herein, we investigated how the psychophysiological stress profiles of patients can modulate the in vitro fertilization treatment (IVF) outcome. The women who had failure in IVF (n = 13; 65%) had higher baseline salivary cortisol awakening response and anxiety-state during treatment than patients who became pregnant (n = 7; 35%). Patients with major stress levels and religious coping style showed lower social support, which was correlated with higher anxiety. Therefore, we appointed stress modulators that negatively affect IVF and should be improved aiming to increase its success.
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Affiliation(s)
- Nathália Karen Maia Bezerra
- Laboratory of Hormone Measurement, Department of Physiology and Behavior, Federal University of Rio Grande do Norte, Natal, RN, Brazil.,Postgraduate Program in Psychobiology and Department of Physiology and Behavior, Federal University of Rio Grande do Norte, Natal, RN, Brazil
| | - Ana Cecília de Menezes Galvão
- Laboratory of Hormone Measurement, Department of Physiology and Behavior, Federal University of Rio Grande do Norte, Natal, RN, Brazil.,Postgraduate Program in Psychobiology and Department of Physiology and Behavior, Federal University of Rio Grande do Norte, Natal, RN, Brazil
| | - Nathalia Evelyn Martins Leite
- Laboratory of Hormone Measurement, Department of Physiology and Behavior, Federal University of Rio Grande do Norte, Natal, RN, Brazil.,Postgraduate Program in Psychobiology and Department of Physiology and Behavior, Federal University of Rio Grande do Norte, Natal, RN, Brazil
| | - Adriana Leão Barbalho Sant'anna
- Center of Assisted Reproduction, Januário Cicco Maternity School Hospital of Federal University of Rio Grande do Norte, Natal, RN, Brazil
| | - Mychelle de Medeiros Garcia Torres
- Center of Assisted Reproduction, Januário Cicco Maternity School Hospital of Federal University of Rio Grande do Norte, Natal, RN, Brazil
| | - Maria Cecília Galvão Pinto Coelho
- Center of Assisted Reproduction, Januário Cicco Maternity School Hospital of Federal University of Rio Grande do Norte, Natal, RN, Brazil
| | | | - Maria Bernardete Cordeiro de Sousa
- Laboratory of Hormone Measurement, Department of Physiology and Behavior, Federal University of Rio Grande do Norte, Natal, RN, Brazil.,Postgraduate Program in Psychobiology and Department of Physiology and Behavior, Federal University of Rio Grande do Norte, Natal, RN, Brazil.,Brain Institute, Federal University of Rio Grande do Norte, Natal, RN, Brazil
| | - Nicole Leite Galvão-Coelho
- Laboratory of Hormone Measurement, Department of Physiology and Behavior, Federal University of Rio Grande do Norte, Natal, RN, Brazil.,Postgraduate Program in Psychobiology and Department of Physiology and Behavior, Federal University of Rio Grande do Norte, Natal, RN, Brazil.,National Institute of Science and Technology in Translational Medicine, Brazil
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Valenzano AA, Monacis L, Ceglie F, Messina G, Polito R, Sinatra M, Cibelli G. The Psycho-Physiological Profile of Adolescent Elite Sailors: Testing a Three-Way Moderation Model. Front Psychol 2020; 11:1091. [PMID: 32625131 PMCID: PMC7315764 DOI: 10.3389/fpsyg.2020.01091] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Accepted: 04/29/2020] [Indexed: 12/30/2022] Open
Abstract
The present study aimed at extending the work on individual differences, in the relationship between personality traits and the cortisol response, by examining the interaction effects of sex and the role category of Italian adolescent elite dinghy sailors. Seventy athletes completed a self-reported questionnaire including socio-demographic data, information about the role played on board (helmsmen or bowmen) and the Big Five Questionnaire-2. Salivary cortisol samples were collected at 30 min after awakening the day before competitions. Main findings from bivariate correlations showed positive associations among cortisol levels, extraversion and consciousness in both male and female bowmen groups. The moderation and moderated moderation analyses further indicated (1) a three-way interaction effect in the relationship between extraversion and salivary cortisol, (2) a marginal significant three-way interaction effect in the relationship between neuroticism and salivary cortisol, and (3) no other personality dimensions were significantly predictive of the outcome variable. Our results provided evidence not only about sex differences, but also about the role played on board by the sailors in the linkages between personality traits and the biomarker of the trait component of HPA axis functioning.
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Affiliation(s)
| | - Lucia Monacis
- Department of Humanities, University of Foggia, Foggia, Italy
| | - Flavio Ceglie
- Division of Pathological Anatomy, Department of Emergencies and Organ Transplantation, University of Bari, Bari, Italy
| | - Giovanni Messina
- Department of Clinical and Experimental Medicine, University of Foggia, Foggia, Italy
| | - Rita Polito
- Department of Clinical and Experimental Medicine, University of Foggia, Foggia, Italy
| | - Maria Sinatra
- Department of Educational Sciences, Psychology and Communication, University of Bari, Bari, Italy
| | - Giuseppe Cibelli
- Department of Clinical and Experimental Medicine, University of Foggia, Foggia, Italy
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Law R, Clow A. Stress, the cortisol awakening response and cognitive function. INTERNATIONAL REVIEW OF NEUROBIOLOGY 2020; 150:187-217. [PMID: 32204832 DOI: 10.1016/bs.irn.2020.01.001] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
There is evidence that stress-induced disruption of the circadian rhythm of cortisol secretion, has negative consequences for brain health. The cortisol awakening response (CAR) is the most prominent and dynamic aspect of this rhythm. It has complex regulatory mechanisms making it distinct from the rest of the cortisol circadian rhythm, and is frequently investigated as a biomarker of stress and potential intermediary between stress and impaired brain function. Despite this, the precise function of the CAR within the healthy cortisol circadian rhythm remains poorly understood. Cortisol is a powerful hormone known to influence cognition in multiple and complex ways. Studies of the CAR and cognitive function have used varied methodological approaches which have produced similarly varied findings. The present review considers the accumulating evidence linking stress, attenuation of the CAR and reduced cognitive function, and seeks to contextualize the many findings to study populations, cognitive measures, and CAR methodologies employed. Associations between the CAR and both memory and executive functions are discussed in relation to its potential role as a neuroendocrine time of day signal that synchronizes peripheral clocks throughout the brain to enable optimum function, and recommendations for future research are provided.
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Affiliation(s)
- Robin Law
- Psychology, School of Social Sciences, University of Westminster, London, England.
| | - Angela Clow
- Psychology, School of Social Sciences, University of Westminster, London, England
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Charles ST, Mogle J, Piazza J, Karlamangla A, Almeida DM. Going the distance: The diurnal range of cortisol and its association with cognitive and physiological functioning. Psychoneuroendocrinology 2020; 112:104516. [PMID: 31805455 PMCID: PMC6948931 DOI: 10.1016/j.psyneuen.2019.104516] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2019] [Revised: 09/18/2019] [Accepted: 11/12/2019] [Indexed: 12/21/2022]
Abstract
Cortisol features prominently in theories describing how chronic stress wears away at physical and cognitive health. The current study examines composite measures of physiological and cognitive functioning in relation to two aspects of daily cortisol: total daily output and change in levels throughout the day. Participants (N = 1001; aged 28-84 years-old) from the Midlife Development in the United States (MIDUS) study provided 4 daily saliva samples across four consecutive days and underwent a physical exam that provided information about six inter-related physiological systems that were combined into a measure of allostatic load. They also completed a phone-based battery of cognitive tasks, which provided a composite score combining memory, reasoning, and speed of processing performance. Total daily cortisol output was captured using area under the curve with respect to ground (AUCg). Change in cortisol levels was assessed using two methods: slope, calculated through piecewise spline models, and dynamic range, calculated by the difference between the day's highest and lowest log-cortisol levels. Findings indicate that, when examined together, overall cortisol output was not associated with either outcome, but a greater range in cortisol throughout the day was associated with both lower allostatic load and higher cognitive functioning. Results emphasize the importance of dynamic daily processes, assessed either using slopes or dynamic range, to both physiological and cognitive functioning.
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Affiliation(s)
- Susan T. Charles
- Department of Psychological Science, 4568 Social & Behavioral Sciences Gateway, University of California, Irvine, CA 92697-7085 USA
| | - Jacqueline Mogle
- Prevention Research Center, The Pennsylvania State University, v320D Biobehavioral Health Building, University Park, PA 16802, USA.
| | - Jennifer Piazza
- Department of Public Health, KHS 243, California State University, Fullerton Fullerton, CA 92831 USA
| | - Arun Karlamangla
- Department of Medicine, David Geffen School of Medicine, 200 UCLA Medical Plaza Suite 365, Los Angeles, CA 90095, USA.
| | - David M. Almeida
- Department of Human Development and Family Studies, 403 Biobehavioral Health Building, University Park, PA 16802 USA
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Study of temporal variability of salivary cortisol and cortisone by LC-MS/MS using a new atmospheric pressure ionization source. Sci Rep 2019; 9:19313. [PMID: 31848390 PMCID: PMC6917784 DOI: 10.1038/s41598-019-55571-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2019] [Accepted: 11/30/2019] [Indexed: 12/17/2022] Open
Abstract
There is a growing interest concerning the relevance of salivary cortisone levels in stress-related research. However, studies investigating morning patterns and day-to-day variability of cortisone versus cortisol levels are lacking. Cortisol and cortisone analysis by liquid chromatography-tandem mass spectroscopy (LC-MS/MS) has been widely used for routine laboratory measurements in the last years. The aim of this study was to develop an ultra-performance LC-MS/MS method for the simultaneous quantification of salivary cortisol and cortisone levels for assessing the temporal variability of these hormones. Saliva samples were collected from 18 healthy volunteers at 0, 15, and 30 min after awakening on each day for 1 week and analysed with the newly developed method. We used a novel atmospheric pressure ionization source, which resulted in high sensitivity and specificity for both cortisol and cortisone as well as higher peak values and signal-to-noise ratio as compared with the electrospray ionization source. Cortisone showed similar morning patterns as cortisol: a 25% and 49% increase in levels at 15 and 30 min after awakening, respectively. Most cortisone indices showed somewhat lower day-to-day variability and were less affected by state-related covariates. We recommend further exploration of the potential of salivary cortisone as a biomarker in stress-related research.
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Estoppey J, Léger B, Vuistiner P, Sartori C, Kayser B. Low- and High-Altitude Cortisol Awakening Responses Differ Between AMS-Prone and AMS-Resistant Mountaineers. High Alt Med Biol 2019; 20:344-351. [DOI: 10.1089/ham.2019.0035] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Affiliation(s)
- Jan Estoppey
- Institute of Sport Sciences, Synathlon, Uni-Centre, Lausanne, Switzerland
| | - Bertrand Léger
- Department of Medical Research, Romandie Clinic for Rehabilitation, Sion, Switzerland
| | - Philippe Vuistiner
- Department of Medical Research, Romandie Clinic for Rehabilitation, Sion, Switzerland
| | - Claudio Sartori
- Department of Internal Medicine, University Hospital, Lausanne, Switzerland
| | - Bengt Kayser
- Institute of Sport Sciences, Synathlon, Uni-Centre, Lausanne, Switzerland
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Bhake RC, Kluckner V, Stassen H, Russell GM, Leendertz J, Stevens K, Linthorst ACE, Lightman SL. Continuous Free Cortisol Profiles-Circadian Rhythms in Healthy Men. J Clin Endocrinol Metab 2019; 104:5935-5947. [PMID: 31355884 DOI: 10.1210/jc.2019-00449] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2019] [Accepted: 07/23/2019] [Indexed: 12/26/2022]
Abstract
CONTEXT The pituitary-adrenal axis had historically been considered a representative model for circadian rhythms. A recently developed portable collection device has provided the opportunity to evaluate free cortisol profiles using the microdialysis approach in individuals free to conduct their day-to-day activities in their own surroundings. METHODS Two separate experiments were conducted in healthy male volunteers. The total and subcutaneous (SC) free cortisol levels were measured at 10-minute intervals for a 24-hour period in one experiment, and the SC free cortisol levels were measured at 20-minute interval for 72 consecutive hours in free-living individuals in the second experiment. RESULTS The characteristic circadian rhythm was evident in both serum total and SC free cortisol, with the lowest levels achieved and maintained in the hours surrounding sleep onset and the peak levels occurring in every individual around waking. In all free-living individuals, the circadian rhythm was consistent across the 72-hour period, despite a wide range of activities. All the participants also showed increased cortisol after the consumption of lunch. The lowest levels during all 24-hour periods were observed during the hours after lights off, at the onset of sleep. CONCLUSIONS To the best of our knowledge, the present study is the first to report up to three consecutive 24-hour measurements of SC free cortisol in healthy individuals. We believe our study is a landmark study that paves the way for ambulatory monitoring of free cortisol profiles continuously for a period of 72 hours in free-living individuals performing their day-to-day activities whether healthy or with diseases involving the hypothalamic-pituitary-adrenal axis.
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Affiliation(s)
- R C Bhake
- University Hospitals Leicester National Health Service Trust, Leicester, United Kingdom
- Henry Wellcome Laboratories for Integrative Neuroscience and Endocrinology, University of Bristol, Bristol, United Kingdom
| | - V Kluckner
- Department of Psychiatry, Psychotherapy, and Psychosomatics, University of Zurich, Zurich, Switzerland
| | - H Stassen
- Department of Psychiatry, Psychotherapy, and Psychosomatics, University of Zurich, Zurich, Switzerland
| | - G M Russell
- Henry Wellcome Laboratories for Integrative Neuroscience and Endocrinology, University of Bristol, Bristol, United Kingdom
| | - J Leendertz
- Henry Wellcome Laboratories for Integrative Neuroscience and Endocrinology, University of Bristol, Bristol, United Kingdom
| | - K Stevens
- Department of Medical Statistics, Faculty of Health: Medicine, Dentistry, and Human Sciences, University of Plymouth, Plymouth, United Kingdom
| | - A C E Linthorst
- Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | - S L Lightman
- Henry Wellcome Laboratories for Integrative Neuroscience and Endocrinology, University of Bristol, Bristol, United Kingdom
- University Hospitals Bristol National Health Service Foundation Trust, Bristol, United Kingdom
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Hu X, Ren X, Yang J. Interdependent self-construal modulates the adrenocortical stress response in the socially evaluated cold-pressor test. Stress 2019; 22:679-686. [PMID: 31164057 DOI: 10.1080/10253890.2019.1617268] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/26/2022] Open
Abstract
Previous studies suggested that the Trier social stress test (TSST) induced a higher cortisol stress response in individuals with high interdependent self-construal (InterSC) as compared to those with low InterSC, and that participants' perception of social evaluative threat mediated the association between InterSC and cortisol stress response. To further examine if individuals with high InterSC exhibit a strong psychological stress response independent of the stress paradigm, the current study investigated the stress response of individuals with high InterSC in a socially evaluated cold-pressor test (SECPT) paradigm, which has also been shown to reliably increase hypothalamus-pituitary-adrenal (HPA) activity with a social evaluative element. Fifty-five healthy participants (29 females; mean age = 20.55 years) completed the Self-Construal Scale and their salivary cortisol samples were collected at 0, 30, 45, and 60 minutes after waking up on a weekday morning. Participants' cardiovascular and adrenocortical stress responses in the SECPT were also measured while they immersed their hand in ice water, and they were observed by the experimenter and videotaped during this task. Our results indicated that participants with high InterSC showed a higher level of cortisol awakening response (CAR). Additionally, they perceived higher levels of social evaluative threat and exhibited higher saliva cortisol response to the SECPT. Taken together, the present findings and those obtained from previous studies suggest a significant and reliable role of InterSC in regulating biological and psychological stress responses.
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Affiliation(s)
- Xiang Hu
- Faculty of Psychology, Southwest University , Chongqing , China
| | - Xi Ren
- Faculty of Psychology, Southwest University , Chongqing , China
| | - Juan Yang
- Faculty of Psychology, Southwest University , Chongqing , China
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Laroy M, Weydts J, Vansteelandt K, Emsell L, Adamson C, Sienaert P, Dols A, Rhebergen D, Stek M, Vandenbulcke M, Bouckaert F. Cortisol is not associated with pre-treatment medial temporal lobe volume or volume changes after electroconvulsive therapy in patients with late-life depression. Psychiatry Res Neuroimaging 2019; 291:26-33. [PMID: 31421610 DOI: 10.1016/j.pscychresns.2019.07.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/19/2019] [Revised: 07/26/2019] [Accepted: 07/26/2019] [Indexed: 01/17/2023]
Abstract
Accumulating evidence suggests that late-life depression is associated with reduced hippocampal volume and that cortisol might be related to this volumetric reduction. We explored whether cortisol awaking response (CAR), which is the increase in cortisol after awakening, was associated with volumetric changes in the medial temporal lobe (MTL) after electroconvulsive therapy (ECT) in 41 patients (age ≥ 55) treated for major depressive disorder (MDD) with ECT. Cortisol was measured before the start of the ECT treatment and was related to MTL volumes derived from structural T1-weighted images. The study assessed associations between CAR and pre-treatment MTL volumes, and CAR and ECT-induced MTL volumetric changes. There were no significant correlations found between CAR, operationalized as Area Under the Curve with respect to ground (AUCg) and Area Under the Curve with respect to increase (AUCi), and pre-treatment MTL volumes. Neither was there an association between AUCg or AUCi and the ECT-induced changes in MTL volumes after correction for multiple comparisons. Finally, neither AUCg or AUCi were able to predict ECT-induced volumetric changes in the MTL. Hence, we conclude that CAR is unrelated to pre-treatment hippocampus and amygdala volumes, and to the volumetric changes in the aforementioned areas following ECT.
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Affiliation(s)
- Maarten Laroy
- Laboratory for Translational Neuropsychiatry, Research Group Psychiatry, Department of Neurosciences, KU Leuven, Leuven, Belgium.
| | - Justien Weydts
- Geriatric Psychiatry, University of Leuven, University Psychiatric Center KU Leuven, Kortenberg, Belgium
| | - Kristof Vansteelandt
- Academic Center for ECT and Neuromodulation (AcCENT), Research Group Psychiatry, Department of Neurosciences, KU Leuven, Kortenberg, Belgium
| | - Louise Emsell
- Laboratory for Translational Neuropsychiatry, Research Group Psychiatry, Department of Neurosciences, KU Leuven, Leuven, Belgium; Geriatric Psychiatry, University of Leuven, University Psychiatric Center KU Leuven, Kortenberg, Belgium; Translational MRI, Department of Imaging and Pathology, KU Leuven, Leuven, Belgium
| | - Christopher Adamson
- Developmental Imaging, Murdoch Children's Research Institute, Victoria, Australia
| | - Pascal Sienaert
- Academic Center for ECT and Neuromodulation (AcCENT), Research Group Psychiatry, Department of Neurosciences, KU Leuven, Kortenberg, Belgium
| | - Annemiek Dols
- Department of Old Age Psychiatry, GGZ inGeest/VU University Medical Center, Amsterdam Public Health Research Institute, Amsterdam Neuroscience, Amsterdam, the Netherlands; Amsterdam UMC, Vrije Universiteit, Psychiatry, Amsterdam Public Health Research Institute, Amsterdam, the Netherlands
| | - Didi Rhebergen
- Department of Old Age Psychiatry, GGZ inGeest/VU University Medical Center, Amsterdam Public Health Research Institute, Amsterdam Neuroscience, Amsterdam, the Netherlands; Amsterdam UMC, Vrije Universiteit, Psychiatry, Amsterdam Public Health Research Institute, Amsterdam, the Netherlands
| | - Max Stek
- Department of Old Age Psychiatry, GGZ inGeest/VU University Medical Center, Amsterdam Public Health Research Institute, Amsterdam Neuroscience, Amsterdam, the Netherlands
| | - Mathieu Vandenbulcke
- Laboratory for Translational Neuropsychiatry, Research Group Psychiatry, Department of Neurosciences, KU Leuven, Leuven, Belgium; Geriatric Psychiatry, University of Leuven, University Psychiatric Center KU Leuven, Kortenberg, Belgium
| | - Filip Bouckaert
- Laboratory for Translational Neuropsychiatry, Research Group Psychiatry, Department of Neurosciences, KU Leuven, Leuven, Belgium; Geriatric Psychiatry, University of Leuven, University Psychiatric Center KU Leuven, Kortenberg, Belgium
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Fiacco S, Walther A, Ehlert U. Steroid secretion in healthy aging. Psychoneuroendocrinology 2019; 105:64-78. [PMID: 30314729 DOI: 10.1016/j.psyneuen.2018.09.035] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2018] [Revised: 09/25/2018] [Accepted: 09/26/2018] [Indexed: 01/16/2023]
Abstract
Nowadays, people spend a considerable amount of their lives as older adults, but this longer lifespan is often accompanied by an increase in chronic conditions and disease, resulting in reduced quality of life and unprecedented societal and economic burden. Healthy aging is therefore increasingly recognized as a healthcare priority. Physical and mental adaptations to changes over the life course, and the maintenance of well-being, represent pivotal challenges in healthy aging. To capture the complexity of healthy aging, we propose a specific phenotype based on body composition, cognition, mood, and sexual function as indicators of different dimensions of healthy aging. With increasing age, sex hormones as well as glucocorticoids undergo significant alterations, and different patterns emerge for women and men. This review describes age-related patterns of change for women and men, and sheds light on the underlying mechanisms. Furthermore, an overview is provided of the challenges for healthy aging resulting from these age-related steroid alterations. While clinical practice guidelines recommend hormonal treatment only in the case of consistently low hormone levels and symptoms of hormone deficiency, physical exercise and a healthy lifestyle emerge as preventive strategies which can counter age-related hormonal changes and at best prevent chronic conditions.
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Affiliation(s)
- Serena Fiacco
- Clinical Psychology and Psychotherapy, University of Zurich, Zurich, Switzerland; URPP Dynamics of Healthy Aging Research Priority Program, University of Zurich, Zurich, Switzerland
| | - Andreas Walther
- Clinical Psychology and Psychotherapy, University of Zurich, Zurich, Switzerland; Biopsychology, TU Dresden, Dresden, Germany
| | - Ulrike Ehlert
- Clinical Psychology and Psychotherapy, University of Zurich, Zurich, Switzerland; URPP Dynamics of Healthy Aging Research Priority Program, University of Zurich, Zurich, Switzerland.
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Hulett JM, Armer JM, Leary E, Stewart BR, McDaniel R, Smith K, Millspaugh R, Millspaugh J. Religiousness, Spirituality, and Salivary Cortisol in Breast Cancer Survivorship: A Pilot Study. Cancer Nurs 2019; 41:166-175. [PMID: 28151830 PMCID: PMC5540803 DOI: 10.1097/ncc.0000000000000471] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
BACKGROUND Psychoneuroimmunological theory suggests a physiological relationship exists between stress, psychosocial-behavioral factors, and neuroendocrine-immune outcomes; however, evidence has been limited. OBJECTIVE The primary aim of this pilot study was to determine feasibility and acceptability of a salivary cortisol self-collection protocol with a mail-back option for breast cancer survivors. A secondary aim was to examine relationships between religiousness/spirituality (R/S), perceptions of health, and diurnal salivary cortisol (DSC) as a proxy measure for neuroendocrine activity. METHODS This was an observational, cross-sectional study. Participants completed measures of R/S, perceptions of health, demographics, and DSC. RESULTS The sample was composed of female breast cancer survivors (n = 41). Self-collection of DSC using a mail-back option was feasible; validity of mailed salivary cortisol biospecimens was established. Positive spiritual beliefs were the only R/S variable associated with the peak cortisol awakening response (rs = 0.34, P = .03). Poorer physical health was inversely associated with positive spiritual experiences and private religious practices. Poorer mental health was inversely associated with spiritual coping and negative spiritual experiences. CONCLUSIONS Feasibility, validity, and acceptability of self-collected SDC biospecimens with an optional mail-back protocol (at moderate temperatures) were demonstrated. Positive spiritual beliefs were associated with neuroendocrine-mediated peak cortisol awakening response activity; however, additional research is recommended. IMPLICATIONS FOR PRACTICE Objective measures of DSC sampling that include enough collection time points to assess DSC parameters would increase the rigor of future DSC measurement. Breast cancer survivors may benefit from nursing care that includes spiritual assessment and therapeutic conversations that support positive spiritual beliefs.
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Affiliation(s)
- Jennifer M Hulett
- Author Affiliations: College of Nursing, University of Utah, Salt Lake City (Dr Hulett); Sinclair School of Nursing (Drs Hulett, Armer, Stewart, McDaniel, and Smith), Ellis Fischel Cancer Center (Drs Armer, Stewart, and Smith), Department of Biostatistics and Research Design Unit, School of Medicine (Dr Leary), and Department of Fisheries and Wildlife, School of Natural Resources (Ms Millspaugh), University of Missouri, Columbia; and Wildlife Biology Program, Department of Ecosystem and Conservation Sciences, University of Montana, Missoula (Dr Millspaugh)
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Kuhlman KR, Robles TF, Dickenson L, Reynolds B, Repetti RL. Stability of diurnal cortisol measures across days, weeks, and years across middle childhood and early adolescence: Exploring the role of age, pubertal development, and sex. Psychoneuroendocrinology 2019; 100:67-74. [PMID: 30292961 PMCID: PMC6333497 DOI: 10.1016/j.psyneuen.2018.09.033] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2018] [Revised: 08/30/2018] [Accepted: 09/24/2018] [Indexed: 12/20/2022]
Abstract
Effective regulation of the hypothalamic-pituitary-adrenal axis (HPA-axis) has been linked to numerous health outcomes. Within-person variation in diurnal measures of HPA-axis regulation assessed over days, months, and years can range between 50-73% of total variation. In this study of 59 youth (ages 8-13), we quantified the stability of the cortisol awakening response (CAR), the diurnal slope, and tonic cortisol concentrations at waking and bedtime across 8 days (2 sets of 4 consecutive days separated by 3 weeks), 3 weeks, and 3 years. We then compared the stability of these indices across three key developmental factors: age, pubertal status, and sex. Youth provided 4 saliva samples per day (waking, 30 min post-waking, before dinner, and before bedtime) for 4 consecutive days during the 3rd week of an ongoing 8-week daily diary study. Youth repeated this same sampling procedure 3 weeks and 3 years later. Using multi-level modeling, we computed the amount of variance in diurnal HPA-axis regulation that was accounted for by nesting an individual's diurnal cortisol indices within days, weeks, or years. Across days, diurnal slope was the most stable index, whereas waking cortisol and CAR were the least stable. All indices except bedtime cortisol were similarly stable when measured across weeks, and all indices were uniformly stable when measured across 3 years. Boys, younger participants, and youth earlier in their pubertal development at study enrollment exhibited greater HPA-axis stability overall compared with females and older, more physically mature participants. We conclude that important within- and between-subjects questions can be answered about health and human development by studying HPA-axis regulation, and selection of the index of interest should be determined in part by its psychometric characteristics. To this end, we propose a decision tree to guide study design for research in pediatric samples by longitudinal timeframe and sample characteristics.
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Affiliation(s)
- Kate Ryan Kuhlman
- Department of Psychological Science, University of California Irvine, Irvine, CA 92697, United States; Cousins Center for Psychoneuroimmunology, Semel Institute for Neuroscience & Human Behavior, University of California Los Angeles, Los Angeles, CA 90095, United States.
| | - Theodore F. Robles
- Cousins Center for Psychoneuroimmunology, Semel Institute for Neuroscience & Human Behavior, University of California Los Angeles, Los Angeles, California 90095,Department of Psychology, University of California Los Angeles, Los Angeles, California 90095
| | | | - Bridget Reynolds
- National Center for Health Statistics, Centers for Disease Control and Prevention, Hyattsville, MD 20782
| | - Rena L. Repetti
- Department of Psychology, University of California Los Angeles, Los Angeles, California 90095
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Thomas N, Gurvich C, Kulkarni J. Sex Differences in Aging and Associated Biomarkers. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2019; 1178:57-76. [PMID: 31493222 DOI: 10.1007/978-3-030-25650-0_4] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Aging is a natural process defined by the gradual, time-dependent decline of biological and behavioural functions, for which individuals of the same chronological age show variability. The capacity of biological systems to continuously adjust for optimal functioning despite ever changing environments is essential for healthy aging, and variability in these adaptive homeostatic mechanisms may reflect such heterogeneity in the aging process. With an ever-increasing aging population, interest in biomarkers of aging is growing. Although no universally accepted definition of biomarkers of healthy aging exists, mediators of homeostasis are consistently used as measures of the aging process. As important sex differences are known to underlie many of these systems, it is imperative to consider that this may reflect, to some extent, the sex differences observed in aging and age-related disease states. This chapter aims to outline sex differences in key homeostatic domains thought to be associated with the pathophysiology of aging, often proposed as biomarkers of aging and age-related disease states. This includes considering sex-based differences and hormonal status with regards to the gonadal and adrenal endocrine systems and immune function.
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Affiliation(s)
- Natalie Thomas
- Monash Alfred Psychiatry Research Centre, Monash University, Melbourne, VIC, Australia
| | - Caroline Gurvich
- Monash Alfred Psychiatry Research Centre, Monash University, Melbourne, VIC, Australia
| | - Jayashri Kulkarni
- Monash Alfred Psychiatry Research Centre, Monash University, Melbourne, VIC, Australia.
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Bangerter LR, Liu Y, Kim K, Zarit SH, Birditt KS, Fingerman KL. Everyday Support to Aging Parents: Links to Middle-Aged Children's Diurnal Cortisol and Daily Mood. THE GERONTOLOGIST 2018; 58:654-662. [PMID: 28073999 DOI: 10.1093/geront/gnw207] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2016] [Accepted: 11/02/2016] [Indexed: 11/13/2022] Open
Abstract
Purpose of the Study Middle-aged adults are often called upon to support aging parents. However, providing support to an aging parent with health problems and disability may be a stressful experience. This study asked whether giving everyday support to parents in the context of health problems and disability has implications for middle-aged children's diurnal cortisol and daily mood. Design and Methods During four consecutive days, 148 middle-aged adults (mean age = 55) reported the support they gave to their parents and provided saliva 4 times a day (wake, 30 min post-wake, lunchtime, and bedtime). Multilevel models estimated within-person differences in positive affect (PA) and negative affect (NA), cortisol awakening response and area under the curve with respect to ground (AUC-G) as a function of giving same-day and previous-day support. We examined whether these associations are exacerbated when a parent has health problems or activities of daily living (ADL) needs. Results Middle-aged children had significantly higher next-day AUC-G on days after they gave support to parents with ADL needs. When participants gave support to parents with ADL needs, they had significantly greater same-day PA and lower next-day NA. Giving support to parents with health problems was associated with significantly higher next-day NA. Implications Giving support to parents is an ambiguous experience with implications for biological stress and daily mood. A biopsychosocial approach reveals under what conditions giving support to parents may become detrimental to health and well-being; this knowledge is essential for the development and implementation of interventions.
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Affiliation(s)
- Lauren R Bangerter
- Mayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery
| | - Yin Liu
- Department of Human Development and Family Studies, The Pennsylvania State University
| | - Kyungmin Kim
- Department of Gerontology, John W. McCormack Graduate School of Policy and Global Studies, University of Massachusetts Boston
| | - Steven H Zarit
- Department of Human Development and Family Studies, The Pennsylvania State University
| | | | - Karen L Fingerman
- Department of Human Development and Family Sciences, The University of Texas at Austin
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Effects of mindfulness training on regulatory and academic abilities in preadolescents: Results from a pilot study. OPEN PSYCHOLOGY 2018. [DOI: 10.1515/psych-2018-0006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
AbstractRegulatory abilities such as self-regulation and stress regulation are key predictors of essential developmental outcomes, including intellectual and socioemotional milestones as well as academic achievement. Preadolescence has been proposed as a period that is crucial for training these abilities. The present pilot study investigated the effects of mindfulness training on preadolescents‘ regulatory abilities and school-related outcomes. A group of 34 fifth graders received either mindfulness training (experimental group), Marburg Concentration Training (alternative treatment group), or no treatment (passive control group) and were monitored over a four-month intervention period. Regulatory abilities were assessed first, with two self-report questionnaires that operationalized impulsivity and coping with stress, respectively. Second, physical stress regulation was examined on the basis of diurnal cortisol as well as salivary α-amylase (sAA) profiles. Finally, school-related outcomes were measured with a paperpencil based performance test of verbal memory. Results show that impulsivity increased in all groups over time, whereas there were no significant training effects on self-reported coping with stress. Both training groups showed more adaptive physiological stress regulation in terms of steeper diurnal cortisol slopes and marginally less pronounced sAA awakening responses, however, with respect to physiological measures, no data of the passive control group are available. With respect to school-related outcomes, the results indicate a slight superiority regarding verbal memory for the mindfulness training group compared to the Marburg Concentration Training group.
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48
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van den Beld AW, Kaufman JM, Zillikens MC, Lamberts SWJ, Egan JM, van der Lely AJ. The physiology of endocrine systems with ageing. Lancet Diabetes Endocrinol 2018; 6:647-658. [PMID: 30017799 PMCID: PMC6089223 DOI: 10.1016/s2213-8587(18)30026-3] [Citation(s) in RCA: 165] [Impact Index Per Article: 27.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2017] [Revised: 12/17/2017] [Accepted: 12/20/2017] [Indexed: 12/17/2022]
Abstract
During ageing, the secretory patterns of the hormones produced by the hypothalamic-pituitary axis change, as does the sensitivity of the axis to negative feedback by end hormones. Additionally, glucose homoeostasis tends towards disequilibrium with increasing age. Along with these endocrine alterations, a loss of bone and muscle mass and strength occurs, coupled with an increase in fat mass. In addition, ageing-induced effects are difficult to disentangle from the influence of other factors that are common in older people, such as chronic diseases, inflammation, and low nutritional status, all of which can also affect endocrine systems. Traditionally, the decrease in hormone activity during the ageing process has been considered to be detrimental because of the related decline in bodily functions. The concept of hormone replacement therapy was suggested as a therapeutic intervention to stop or reverse this decline. However, clearly some of these changes are a beneficial adaptation to ageing, whereas hormonal intervention often causes important adverse effects. In this paper, we discuss the effects of age on the different hypothalamic-pituitary-hormonal organ axes, as well as age-related changes in calcium and bone metabolism and glucose homoeostasis.
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Affiliation(s)
- Annewieke W van den Beld
- Department of Internal Medicine, Division of Endocrinology, Erasmus Medical Centre, Rotterdam, Netherlands; Department of Internal Medicine, Groene Hart Hospital, Gouda, Netherlands.
| | - Jean-Marc Kaufman
- Unit for Osteoporosis and Metabolic Bone Diseases, Department of Endocrinology, Ghent University Hospital, Ghent, Belgium
| | - M Carola Zillikens
- Department of Internal Medicine, Division of Endocrinology, Erasmus Medical Centre, Rotterdam, Netherlands
| | - Steven W J Lamberts
- Department of Internal Medicine, Division of Endocrinology, Erasmus Medical Centre, Rotterdam, Netherlands
| | - Josephine M Egan
- Laboratory of Clinical Investigation, National Institute on Aging, Baltimore, MD, USA
| | - Aart J van der Lely
- Department of Internal Medicine, Division of Endocrinology, Erasmus Medical Centre, Rotterdam, Netherlands
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Parent-Lamarche A, Marchand A. Work stress, personality traits, and cortisol secretion: Testing a model for job burnout. Work 2018; 60:485-497. [DOI: 10.3233/wor-182755] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Affiliation(s)
- Annick Parent-Lamarche
- Department of Human Resources Management, Université du Québec à Trois-Rivières, Trois-Rivières, QC, Canada
| | - Alain Marchand
- School of Industrial Relations, Université de Montréal, QC, Canada
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Klaus K, Butler K, Gutierrez H, Durrant SJ, Pennington K. Interactive effects of early life stress and CACNA1C genotype on cortisol awakening response. Biol Psychol 2018; 136:22-28. [PMID: 29733866 DOI: 10.1016/j.biopsycho.2018.05.002] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2017] [Revised: 03/19/2018] [Accepted: 05/02/2018] [Indexed: 01/08/2023]
Abstract
The rs1006737 (A/G) single nucleotide polymorphism within the gene encoding the Cav1.2 subunit of the L-type voltage-dependent calcium channel (CACNA1C) has been strongly implicated in psychiatric disorders. In addition, calcium channels are sensitive to the effects of glucocorticoids and functional variation may contribute to altered stress responsivity. This study aimed to investigate the role of early life stress (ELS) and its interaction with CACNA1C rs1006737 in affecting the cortisol awakening response (CAR), an indicator of HPA-axis function. Salivary cortisol was measured in 103 healthy adult males (aged 21-63) on two consecutive days at awakening and 30 min later. The ELS measure investigated self-reported adverse life events prior to age 17. The results revealed a marginally significant main effect of CACNA1C, a significant main effect of ELS, and a significant genotype-by-ELS interaction on the CAR, whereby non-risk allele carriers (GG) who had experienced early adversity showed higher CAR compared to the other groups. Further exploratory analyses showed that this interaction may have arisen from individuals who had experienced ELS before adolescence (prior to age 13). This study is the first to provide evidence that the effect of ELS on CAR may be partially moderated via CACNA1C rs1006737 genotype, whereby the heightened CAR in the GG-ELS group may be an indicator of mental health resilience in response to ELS.
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Affiliation(s)
- K Klaus
- School of Psychology, University of Lincoln, Brayford Wharf, Lincoln, LN5 7AT, UK
| | - K Butler
- School of Psychology, University of Lincoln, Brayford Wharf, Lincoln, LN5 7AT, UK
| | - H Gutierrez
- School of Life Sciences, University of Lincoln, Brayford Pool, Lincoln, LN7 6TS, UK
| | - S J Durrant
- School of Psychology, University of Lincoln, Brayford Wharf, Lincoln, LN5 7AT, UK
| | - K Pennington
- School of Psychology, University of Lincoln, Brayford Wharf, Lincoln, LN5 7AT, UK.
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