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Health risk behaviours and allostatic load: A systematic review. Neurosci Biobehav Rev 2020; 108:694-711. [DOI: 10.1016/j.neubiorev.2019.12.020] [Citation(s) in RCA: 56] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2019] [Revised: 12/05/2019] [Accepted: 12/11/2019] [Indexed: 12/26/2022]
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Sedghamiz H, Morris M, Craddock TJA, Whitley D, Broderick G. High-fidelity discrete modeling of the HPA axis: a study of regulatory plasticity in biology. BMC SYSTEMS BIOLOGY 2018; 12:76. [PMID: 30016990 PMCID: PMC6050677 DOI: 10.1186/s12918-018-0599-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/15/2018] [Accepted: 06/26/2018] [Indexed: 01/16/2023]
Abstract
BACKGROUND The hypothalamic-pituitary-adrenal (HPA) axis is a central regulator of stress response and its dysfunction has been associated with a broad range of complex illnesses including Gulf War Illness (GWI) and Chronic Fatigue Syndrome (CFS). Though classical mathematical approaches have been used to model HPA function in isolation, its broad regulatory interactions with immune and central nervous function are such that the biological fidelity of simulations is undermined by the limited availability of reliable parameter estimates. METHOD Here we introduce and apply a generalized discrete formalism to recover multiple stable regulatory programs of the HPA axis using little more than connectivity between physiological components. This simple discrete model captures cyclic attractors such as the circadian rhythm by applying generic constraints to a minimal parameter set; this is distinct from Ordinary Differential Equation (ODE) models, which require broad and precise parameter sets. Parameter tuning is accomplished by decomposition of the overall regulatory network into isolated sub-networks that support cyclic attractors. Network behavior is simulated using a novel asynchronous updating scheme that enforces priority with memory within and between physiological compartments. RESULTS Consistent with much more complex conventional models of the HPA axis, this parsimonious framework supports two cyclic attractors, governed by higher and lower levels of cortisol respectively. Importantly, results suggest that stress may remodel the stability landscape of this system, favoring migration from one stable circadian cycle to the other. Access to each regime is dependent on HPA axis tone, captured here by the tunable parameters of the multi-valued logic. Likewise, an idealized glucocorticoid receptor blocker alters the regulatory topology such that maintenance of persistently low cortisol levels is rendered unstable, favoring a return to normal circadian oscillation in both cortisol and glucocorticoid receptor expression. CONCLUSION These results emphasize the significance of regulatory connectivity alone and how regulatory plasticity may be explored using simple discrete logic and minimal data compared to conventional methods.
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Affiliation(s)
- Hooman Sedghamiz
- Center for Clinical Systems Biology, Rochester General Hospital, 1425 Portland Ave, Rochester, 14621 US
| | - Matthew Morris
- Center for Clinical Systems Biology, Rochester General Hospital, 1425 Portland Ave, Rochester, 14621 US
| | - Travis J. A. Craddock
- Institute for Neuro Immune Medicine, Nova Southeastern University, 8501 SW 124th Avenue, Davie, 33183 US
- Departments of Psychology and Neuroscience, Computer Science, and Clinical Immunology, Nova Southeastern University, 8501 SW 124th Avenue, Davie, 33183 US
| | - Darrell Whitley
- School of Computer Science, Colorado State University, University Ave, Fort Collins, 80521 US
| | - Gordon Broderick
- Center for Clinical Systems Biology, Rochester General Hospital, 1425 Portland Ave, Rochester, 14621 US
- Biomedical Engineering Department, Rochester Institute of Technology, One Lomb Memorial Drive, Rochester, 14623 US
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Hidalgo-Lopez E, Pletzer B. Interactive Effects of Dopamine Baseline Levels and Cycle Phase on Executive Functions: The Role of Progesterone. Front Neurosci 2017; 11:403. [PMID: 28751855 PMCID: PMC5508121 DOI: 10.3389/fnins.2017.00403] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2017] [Accepted: 06/28/2017] [Indexed: 02/01/2023] Open
Abstract
Estradiol and progesterone levels vary along the menstrual cycle and have multiple neuroactive effects, including on the dopaminergic system. Dopamine relates to executive functions in an “inverted U-shaped” manner and its levels are increased by estradiol. Accordingly, dopamine dependent changes in executive functions along the menstrual cycle have been previously studied in the pre-ovulatory phase, when estradiol levels peak. Specifically it has been demonstrated that working memory is enhanced during the pre-ovulatory phase in women with low dopamine baseline levels, but impaired in women with high dopamine baseline levels. However, the role of progesterone, which peaks in the luteal cycle phase, has not been taken into account previously. Therefore, the main goals of the present study were to extend these findings (i) to the luteal cycle phase and (ii) to other executive functions. Furthermore, the usefulness of the eye blink rate (EBR) as an indicator of dopamine baseline levels in menstrual cycle research was explored. 36 naturally cycling women were tested during three cycle phases (menses–low sex hormones; pre-ovulatory–high estradiol; luteal–high progesterone and estradiol). During each session, women performed a verbal N-back task, as measure of working memory, and a single trial version of the Stroop task, as measure of response inhibition and cognitive flexibility. Hormone levels were assessed from saliva samples and spontaneous eye blink rate was recorded during menses. In the N-back task, women were faster during the luteal phase the higher their progesterone levels, irrespective of their dopamine baseline levels. In the Stroop task, we found a dopamine-cycle interaction, which was also driven by the luteal phase and progesterone levels. For women with higher EBR performance decreased during the luteal phase, whereas for women with lower EBR performance improved during the luteal phase. These findings suggest an important role of progesterone in modulating dopamine-cycle interactions. Additionally, we identified the eye blink rate as a non-invasive indicator of baseline dopamine function in menstrual cycle research.
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Affiliation(s)
- Esmeralda Hidalgo-Lopez
- Department of Psychology and Centre for Cognitive Neuroscience, University of SalzburgSalzburg, Austria
| | - Belinda Pletzer
- Department of Psychology and Centre for Cognitive Neuroscience, University of SalzburgSalzburg, Austria
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Miller AL, Kaciroti N, Sturza J, Retzloff L, Rosenblum K, Vazquez DM, Lumeng JC. Associations between stress biology indicators and overweight across toddlerhood. Psychoneuroendocrinology 2017; 79:98-106. [PMID: 28273588 PMCID: PMC5367941 DOI: 10.1016/j.psyneuen.2017.02.013] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2016] [Revised: 02/11/2017] [Accepted: 02/12/2017] [Indexed: 12/21/2022]
Abstract
Biological stress responses are proposed as a pathway through which stress exposure can "get under the skin" and lead to health problems, specifically obesity. Yet, it is not clear when such associations may emerge or whether they are bidirectional. Cortisol and salivary alpha amylase (sAA) were considered indicators of the biological stress response. We tested the longitudinal association between cortisol and sAA and weight in 215 low-income children at ages 21, 27, and 33 months (52% male; 46% non-Hispanic white). sAA and cortisol intercept and slope (representing morning level and rate of change across the day) were calculated for each age point using random effect models. Children were weighed and length measured and categorized as overweight versus normal weight (overweight defined as weight-for-length z-score ≥85th percentile for age and sex). Cross-lagged models stratified by sex and controlling for birthweight z-score tested the concurrent and cross-lagged associations between each of 4 indices of stress biology individually (cortisol and sAA intercept and slope) and overweight. Overweight status was correlated across time. Cortisol and sAA were correlated across occasions of measurement, though somewhat less strongly in boys. There were no concurrent associations between stress indicators and overweight. sAA at 27 months predicted greater risk of overweight at 33 months in girls, such that both lower sAA intercept and more rapidly increasing sAA at 27 months predicted greater risk of overweight at 33 months (β=-0.64, p<0.05 and β=1.09, p<0.05, respectively). For boys only, overweight at 21 months predicted lower sAA intercept at 27 months (β=-0.35, p<0.05). Findings suggest that longitudinal associations of stress biology and weight status may be present only on a limited basis very early in the lifespan.
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Affiliation(s)
- Alison L Miller
- Center for Human Growth and Development, University of Michigan, United States; Department of Health Behavior and Health Education, University of Michigan School of Public Health,United States.
| | - Niko Kaciroti
- Center for Human Growth and Development, University of Michigan, United States; Department of Biostatistics, University of Michigan School of Public Health, United States
| | - Julie Sturza
- Center for Human Growth and Development, University of Michigan, United States
| | - Lauren Retzloff
- Center for Human Growth and Development, University of Michigan, United States
| | - Katherine Rosenblum
- Center for Human Growth and Development, University of Michigan, United States; Department of Psychiatry, University of Michigan Medical School, United States
| | - Delia M Vazquez
- Center for Human Growth and Development, University of Michigan, United States; Department of Biostatistics, University of Michigan School of Public Health, United States; Department of Pediatrics, University of Michigan Medical School, United States
| | - Julie C Lumeng
- Center for Human Growth and Development, University of Michigan, United States; Department of Pediatrics, University of Michigan Medical School, United States; Department of Nutritional Sciences, University of Michigan School of Public Health, United States
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Hewett ZL, Cheema BS, Pumpa KL, Smith CA. The Effects of Bikram Yoga on Health: Critical Review and Clinical Trial Recommendations. EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE : ECAM 2015; 2015:428427. [PMID: 26504475 PMCID: PMC4609431 DOI: 10.1155/2015/428427] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/30/2015] [Revised: 09/08/2015] [Accepted: 09/09/2015] [Indexed: 11/18/2022]
Abstract
Bikram yoga is a style of hatha yoga involving a standarized series of asanas performed to an instructional dialogue in a heated environment (40.6°C, 40% humidity). Several studies evaluating the effect of Bikram yoga on health-related outcomes have been published over the past decade. However, to date, there are no comprehensive reviews of this research and there remains a lack of large-scale, robustly-designed randomised controlled trials (RCT) of Bikram yoga training. The purpose of this review is to contextualise and summarise trials that have evaluated the effects of Bikram yoga on health and to provide recommendations for future research. According to published literature, Bikram yoga has been shown to improve lower body strength, lower and upper body range of motion, and balance in healthy adults. Non-RCTs report that Bikram yoga may, in some populations, improve glucose tolerance, bone mineral density, blood lipid profile, arterial stiffness, mindfulness, and perceived stress. There is vast potential for further, improved research into the effects of Bikram yoga, particularly in unhealthy populations, to better understand intervention-related adaptations and their influence on the progression of chronic disease. Future research should adhere to CONSORT guidelines for better design and reporting to improve research quality in this field.
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Affiliation(s)
- Zoe L. Hewett
- School of Science and Health, Western Sydney University, Campbelltown Campus, Campbelltown, NSW 2560, Australia
| | - Birinder S. Cheema
- School of Science and Health, Western Sydney University, Campbelltown Campus, Campbelltown, NSW 2560, Australia
- The National Institute of Complementary Medicine, Western Sydney University, Campbelltown Campus, Campbelltown, NSW 2560, Australia
| | - Kate L. Pumpa
- University of Canberra Research Institute for Sport and Exercise, University of Canberra, Bruce, ACT 2617, Australia
| | - Caroline A. Smith
- The National Institute of Complementary Medicine, Western Sydney University, Campbelltown Campus, Campbelltown, NSW 2560, Australia
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Lumeng JC, Miller A, Peterson KE, Kaciroti N, Sturza J, Rosenblum K, Vazquez DM. Diurnal cortisol pattern, eating behaviors and overweight in low-income preschool-aged children. Appetite 2014; 73:65-72. [PMID: 24177439 PMCID: PMC3895450 DOI: 10.1016/j.appet.2013.10.016] [Citation(s) in RCA: 65] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2013] [Revised: 10/21/2013] [Accepted: 10/22/2013] [Indexed: 10/26/2022]
Abstract
This study examined, among children, the associations among chaos in the home, diurnal cortisol patterns, eating behaviors and being overweight. Participants included 331 low-income children aged 3-4years. Mean salivary cortisol-intercept (representing morning peak, 60min since waking) and cortisol-slope (representing diurnal decline after peak) were calculated using mixed models from samples obtained across 3days. Parents reported chaos in the home by questionnaire and responded to the Children's Eating Behavior Questionnaire, generating subscales Food Responsiveness (FR), Emotional Overeating (EO), Enjoyment of Food (EF), and Satiety Responsiveness (SR). Body mass index was categorized as overweight vs. not. Path analysis evaluated associations among chaos, cortisol patterns, eating behaviors, and weight status. Children living in more chaotic homes had lower morning cortisol levels, consistent with "hypocortisolism" reported among individuals who have experienced significant allostatic load as a result of substantial early life chronic stress. Among girls, the hypocortisolism pattern predicted a higher likelihood of being overweight both directly and mediated through reduced Satiety Responsiveness; in boys, the association of the hypocortisolism pattern with being overweight was mediated entirely through Emotional Overeating. In summary, our results provide support for the conceptual model that psychosocial stress contributes to hypocortisolism, which contributes directly to a higher likelihood of being overweight in girls, and indirectly through reduced Satiety Responsiveness in girls and through increased Emotional Overeating in boys.
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Affiliation(s)
- Julie C Lumeng
- Center for Human Growth and Development, University of Michigan, Ann Arbor, Michigan, USA; Department of Pediatrics, University of Michigan Medical School, Ann Arbor, Michigan, USA; Department of Environmental Health Sciences, Human Nutrition Program, University of Michigan School of Public Health, Ann Arbor, Michigan, USA.
| | - Alison Miller
- Center for Human Growth and Development, University of Michigan, Ann Arbor, Michigan, USA; Department of Health Behavior and Health Education, University of Michigan School of Public Health, Ann Arbor, Michigan, USA
| | - Karen E Peterson
- Center for Human Growth and Development, University of Michigan, Ann Arbor, Michigan, USA; Department of Pediatrics, University of Michigan Medical School, Ann Arbor, Michigan, USA; Departments of Nutrition and of Society, Human Development and Health, Harvard School of Public Health, Boston, MA, USA
| | - Niko Kaciroti
- Center for Human Growth and Development, University of Michigan, Ann Arbor, Michigan, USA
| | - Julie Sturza
- Center for Human Growth and Development, University of Michigan, Ann Arbor, Michigan, USA
| | - Katherine Rosenblum
- Center for Human Growth and Development, University of Michigan, Ann Arbor, Michigan, USA; Department of Psychiatry, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | - Delia M Vazquez
- Center for Human Growth and Development, University of Michigan, Ann Arbor, Michigan, USA; Department of Pediatrics, University of Michigan Medical School, Ann Arbor, Michigan, USA; Department of Psychiatry, University of Michigan Medical School, Ann Arbor, Michigan, USA
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Miller AL, Clifford C, Sturza J, Rosenblum K, Vazquez DM, Kaciroti N, Lumeng JC. Blunted cortisol response to stress is associated with higher body mass index in low-income preschool-aged children. Psychoneuroendocrinology 2013; 38:2611-7. [PMID: 23849598 PMCID: PMC3818281 DOI: 10.1016/j.psyneuen.2013.06.014] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/14/2013] [Revised: 05/15/2013] [Accepted: 06/07/2013] [Indexed: 11/29/2022]
Abstract
No known studies have tested the hypothesis that a blunted pattern of cortisol reactivity to stress, which is often found following exposure to chronic life stressors, is associated with a higher body mass index (BMI) in very young children. Low-income children (n=218, mean age 56.6 (range: 38.1-78.5; SD 7.0) months, 49.1% male, 56.4% white, 16.1% black, 11.5% Hispanic/Latino) participated in a series of behavioral tasks designed to elicit stress. Cortisol was sampled in saliva 5 times during the protocol, and area under the curve (AUC), representing total cortisol output during stress elicitation, was calculated. Children were weighed and height measured and body mass index (BMI) z-score was calculated. Linear regression was used to evaluate the association between cortisol AUC and BMI z-score, controlling for child age, sex, and race/ethnicity (non-Hispanic white vs. not); primary caregiver weight status (overweight, defined as BMI ≥ 25 vs. not); and family income-to-needs ratio. Mean child BMI z-score was 0.88 (SD=1.03). Mean cortisol AUC was 6.11 μg/dL/min (SD=10.44). In the fully adjusted model, for each 1-standard deviation unit decrease in cortisol AUC, the child's BMI z-score increased by 0.17 (SE 0.07) standard deviation units (p<0.02). A blunted cortisol response to stress, as is often seen following chronic stress exposure, is associated with increased BMI z-score in very young children. Further work is needed to understand how associations between stress, cortisol, and elevated body mass index may develop very early in the lifespan.
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