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Published in: BMC Psychiatry 1/2015

Open Access 01-12-2015 | Study protocol

The Effects of Stress on Cognitive Aging, Physiology and Emotion (ESCAPE) Project

Authors: Stacey B. Scott, Jennifer E. Graham-Engeland, Christopher G. Engeland, Joshua M. Smyth, David M. Almeida, Mindy J. Katz, Richard B. Lipton, Jacqueline A. Mogle, Elizabeth Munoz, Nilam Ram, Martin J. Sliwinski

Published in: BMC Psychiatry | Issue 1/2015

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Abstract

Background

Despite evidence that psychological stress is an important risk factor for age-related cognitive loss, little research has directly evaluated psychological and physiological mediators of the relationship between stressful experiences and cognitive function. A key objective of the ESCAPE (Effects of Stress on Cognitive Aging, Physiology, and Emotion) project is to evaluate whether engaging in stress-related unconstructive repetitive thought (URT) is a pathway through which stressful experiences negatively affect cognitive health over the short- and long-term. Over the short-term, we hypothesize that engaging in URT will deplete attentional resources and result in worse cognitive performance in daily life. Over the long-term, we expect that the effects of chronic stress, from repeated exposure to stressors and regular engagement in URT, will be apparent in dysregulated hypothalamic-pituitary-adrenal (HPA) axis function and inflammation. Over time, stress-related physiological dysregulation will result in accelerated cognitive decline.

Methods/Design

This study utilizes a prospective longitudinal measurement-burst design. A systematic probability sample of participants aged 25 to 65 is recruited from residents of the Bronx, NY. Consenting participants complete a baseline assessment and follow-up waves at 9, 18, and 27 months post-baseline. At each wave, participants complete a 14 day measurement burst of brief surveys and cognitive assessments delivered via study smartphones during daily life. Participants provide saliva samples four times each day for five days during the measurement burst and fasting blood samples at the end of each burst from which cortisol and dehydroepiandrosterone sulfate (DHEAS), circulating inflammatory markers, and stimulated inflammatory responses to lipopolysaccharide in whole blood are determined.

Discussion

This study takes a multi-pronged approach to assessing stress (i.e., early adversity, chronic strains, major events, daily hassles), psychological mediators (e.g., URT), biological mechanisms (i.e., HPA function, inflammation) and outcomes across different time-scales (i.e., momentary cognitive performance, cognitive decline across years). The systematic probability sample is locally representative and can be compared with national norms on key markers of health and well-being. The findings will improve our understanding of how environmental, psychological, and physiological stress-related influences accumulate to affect cognitive health and identify potential targets (e.g., URT, inflammation) for prevention and intervention promoting cognitive health.
Literature
1.
go back to reference Plassman BL, Langa KM, McCammon RJ, Fisher GG, Potter GG, Burke JR, et al. Incidence of dementia and cognitive impairment, not dementia in the united states. Ann Neurol. 2011;70:418–26.CrossRefPubMedPubMedCentral Plassman BL, Langa KM, McCammon RJ, Fisher GG, Potter GG, Burke JR, et al. Incidence of dementia and cognitive impairment, not dementia in the united states. Ann Neurol. 2011;70:418–26.CrossRefPubMedPubMedCentral
2.
go back to reference Hebert LE, Weuve J, Scherr PA, Evans DA. Alzheimer disease in the United States (2010-2050) estimated using the 2010 census. Neurology. 2013;80:1778–83.CrossRefPubMedPubMedCentral Hebert LE, Weuve J, Scherr PA, Evans DA. Alzheimer disease in the United States (2010-2050) estimated using the 2010 census. Neurology. 2013;80:1778–83.CrossRefPubMedPubMedCentral
3.
go back to reference Alzheimer’s Association. 2011 Alzheimer’s Disease Facts and Figures. 2011, 7:1–68 Alzheimer’s Association. 2011 Alzheimer’s Disease Facts and Figures. 2011, 7:1–68
4.
go back to reference Charles ST, Piazza JR, Mogle J, Sliwinski MJ, Almeida DM. The wear and tear of daily stressors on mental health. Psychological Science. 2013;24:733–41.CrossRefPubMedPubMedCentral Charles ST, Piazza JR, Mogle J, Sliwinski MJ, Almeida DM. The wear and tear of daily stressors on mental health. Psychological Science. 2013;24:733–41.CrossRefPubMedPubMedCentral
5.
go back to reference Wilson RS, Bennett DA, de Leon CF M, Bienias JL, Morris MC, Evans DA. Distress proneness and cognitive decline in a population of older persons. Psychoneuroendocrinology. 2005;30:11–7.CrossRefPubMed Wilson RS, Bennett DA, de Leon CF M, Bienias JL, Morris MC, Evans DA. Distress proneness and cognitive decline in a population of older persons. Psychoneuroendocrinology. 2005;30:11–7.CrossRefPubMed
6.
go back to reference Epel ES, Blackburn EH, Lin J, Dhabhar FS, Adler NE, Morrow JD, et al. Accelerated telomere shortening in response to life stress. PNAS. 2004;101:17312–5.CrossRefPubMedPubMedCentral Epel ES, Blackburn EH, Lin J, Dhabhar FS, Adler NE, Morrow JD, et al. Accelerated telomere shortening in response to life stress. PNAS. 2004;101:17312–5.CrossRefPubMedPubMedCentral
7.
go back to reference Piazza JR, Charles ST, Sliwinski MJ, Mogle J, Almeida DM. Affective reactivity to daily stressors and long-term risk of reporting a chronic physical health condition. Annals of Behavioral Medicine. 2012;45:110–20.CrossRef Piazza JR, Charles ST, Sliwinski MJ, Mogle J, Almeida DM. Affective reactivity to daily stressors and long-term risk of reporting a chronic physical health condition. Annals of Behavioral Medicine. 2012;45:110–20.CrossRef
8.
go back to reference Andel R, Crowe M, Kareholt I, Wastesson J, Parker MG. Indicators of job strain at midlife and cognitive functioning in advanced old age. The Journals of Gerontology Series B: Psychological Sciences and Social Sciences. 2011;66B:287–91.CrossRef Andel R, Crowe M, Kareholt I, Wastesson J, Parker MG. Indicators of job strain at midlife and cognitive functioning in advanced old age. The Journals of Gerontology Series B: Psychological Sciences and Social Sciences. 2011;66B:287–91.CrossRef
10.
go back to reference Stawski RS, Sliwinski MJ, Smyth JM. Stress-related cognitive interference predicts cognitive function in old age. Psychology and Aging. 2006;21:535–44.CrossRefPubMedPubMedCentral Stawski RS, Sliwinski MJ, Smyth JM. Stress-related cognitive interference predicts cognitive function in old age. Psychology and Aging. 2006;21:535–44.CrossRefPubMedPubMedCentral
11.
go back to reference Kahneman D. Attention & Effort. Englewood Cliffs: Prentice-Hall; 1973. Kahneman D. Attention & Effort. Englewood Cliffs: Prentice-Hall; 1973.
12.
go back to reference Lazarus RS. Stress and Emotion: A New Synthesis. New York: Springer; 1999. Lazarus RS. Stress and Emotion: A New Synthesis. New York: Springer; 1999.
13.
go back to reference Dantzer R, O’Connor JC, Freund GG, Johnson RW, Kelley KW. From inflammation to sickness and depression: when the immune system subjugates the brain. Nature Reviews Neuroscience. 2008;9:46–56.CrossRefPubMedPubMedCentral Dantzer R, O’Connor JC, Freund GG, Johnson RW, Kelley KW. From inflammation to sickness and depression: when the immune system subjugates the brain. Nature Reviews Neuroscience. 2008;9:46–56.CrossRefPubMedPubMedCentral
14.
go back to reference Korten NCM, Sliwinski MJ, Comijs HC, Smyth JM. Mediators of the relationship between life events and memory functioning in a community sample of adults: life events, memory functioning, and possible mediators. Applied Cognitive Psychology. 2014;28:626–33.CrossRefPubMedPubMedCentral Korten NCM, Sliwinski MJ, Comijs HC, Smyth JM. Mediators of the relationship between life events and memory functioning in a community sample of adults: life events, memory functioning, and possible mediators. Applied Cognitive Psychology. 2014;28:626–33.CrossRefPubMedPubMedCentral
15.
go back to reference Aggarwal NT, Wilson RS, Beck TL, Rajan KB, de Leon CF M, Evans DA, et al. Perceived stress and change in cognitive function among adults 65 years and older. Psychosomatic Medicine. 2014;76:80–5.CrossRefPubMed Aggarwal NT, Wilson RS, Beck TL, Rajan KB, de Leon CF M, Evans DA, et al. Perceived stress and change in cognitive function among adults 65 years and older. Psychosomatic Medicine. 2014;76:80–5.CrossRefPubMed
16.
go back to reference Wilson RS, Arnold SE, Schneider JA, Li Y, Bennett DA. Chronic distress, age-related neuropathology, and late-life dementia. Psychosomatic Medicine. 2007;69:47–53.CrossRefPubMed Wilson RS, Arnold SE, Schneider JA, Li Y, Bennett DA. Chronic distress, age-related neuropathology, and late-life dementia. Psychosomatic Medicine. 2007;69:47–53.CrossRefPubMed
17.
go back to reference McEwen BS. Stress, adaptation, and disease. Allostasis and allostatic load. Ann N Y Acad Sci. 1998;840:33–44.CrossRefPubMed McEwen BS. Stress, adaptation, and disease. Allostasis and allostatic load. Ann N Y Acad Sci. 1998;840:33–44.CrossRefPubMed
18.
go back to reference Chen E, Miller GE, Lachman ME, Gruenewald TL, Seeman TE. Protective factors for adults from low-childhood socioeconomic circumstances: The benefits of shift-and-persist for allostatic load. Psychosomatic Medicine. 2012;74:178–86.CrossRefPubMedPubMedCentral Chen E, Miller GE, Lachman ME, Gruenewald TL, Seeman TE. Protective factors for adults from low-childhood socioeconomic circumstances: The benefits of shift-and-persist for allostatic load. Psychosomatic Medicine. 2012;74:178–86.CrossRefPubMedPubMedCentral
19.
go back to reference Black PH. Stress and the inflammatory response: A review of neurogenic inflammation. Brain, Behavior, and Immunity. 2002;16:622–53.CrossRefPubMed Black PH. Stress and the inflammatory response: A review of neurogenic inflammation. Brain, Behavior, and Immunity. 2002;16:622–53.CrossRefPubMed
20.
go back to reference Miller GE, Chen E, Parker KJ. Psychological stress in childhood and susceptibility to the chronic diseases of aging: Moving toward a model of behavioral and biological mechanisms. Psychological Bulletin. 2011;137:959–97.CrossRefPubMedPubMedCentral Miller GE, Chen E, Parker KJ. Psychological stress in childhood and susceptibility to the chronic diseases of aging: Moving toward a model of behavioral and biological mechanisms. Psychological Bulletin. 2011;137:959–97.CrossRefPubMedPubMedCentral
21.
go back to reference Sapolsky RM, Krey LC, McEwen BS. The neuroendocrinology of stress and aging: The glucocorticoid cascade hypothesis. Endocrine Reviews. 1986;7:284–301.CrossRefPubMed Sapolsky RM, Krey LC, McEwen BS. The neuroendocrinology of stress and aging: The glucocorticoid cascade hypothesis. Endocrine Reviews. 1986;7:284–301.CrossRefPubMed
22.
go back to reference Kiecolt-Glaser JK, Preacher KJ, MacCallum RC, Atkinson C, Malarkey WB, Glaser R. Chronic stress and age-related increases in the proinflammatory cytokine IL-6. Proceedings of the National Academy of Sciences. 2003;100:9090–5.CrossRef Kiecolt-Glaser JK, Preacher KJ, MacCallum RC, Atkinson C, Malarkey WB, Glaser R. Chronic stress and age-related increases in the proinflammatory cytokine IL-6. Proceedings of the National Academy of Sciences. 2003;100:9090–5.CrossRef
23.
go back to reference Lupien SJ, de Leon M, de Santi S, Convit A, Tarshish C, Nair NPV, et al. Cortisol levels during human aging predict hippocampal atrophy and memory deficits. Nature Neuroscience. 1998;1:69–73.CrossRefPubMed Lupien SJ, de Leon M, de Santi S, Convit A, Tarshish C, Nair NPV, et al. Cortisol levels during human aging predict hippocampal atrophy and memory deficits. Nature Neuroscience. 1998;1:69–73.CrossRefPubMed
24.
go back to reference Seeman TE, McEwen BS, Rowe JW, Singer BH. Allostatic load as a marker of cumulative biological risk: MacArthur studies of successful aging. PNAS. 2001;98:4770–5.CrossRefPubMedPubMedCentral Seeman TE, McEwen BS, Rowe JW, Singer BH. Allostatic load as a marker of cumulative biological risk: MacArthur studies of successful aging. PNAS. 2001;98:4770–5.CrossRefPubMedPubMedCentral
25.
go back to reference Yaffe K, Lindquist K, Penninx BW, Simonsick EM, Pahor M, Kritchevsky S, et al. Inflammatory markers and cognition in well-functioning African-American and white elders. Neurology. 2003;61:76–80.CrossRefPubMed Yaffe K, Lindquist K, Penninx BW, Simonsick EM, Pahor M, Kritchevsky S, et al. Inflammatory markers and cognition in well-functioning African-American and white elders. Neurology. 2003;61:76–80.CrossRefPubMed
26.
go back to reference Brosschot JF, Pieper S, Thayer JF. Expanding stress theory: Prolonged activation and perseverative cognition. Psychoneuroendocrinology. 2005;30:1043–9.CrossRefPubMed Brosschot JF, Pieper S, Thayer JF. Expanding stress theory: Prolonged activation and perseverative cognition. Psychoneuroendocrinology. 2005;30:1043–9.CrossRefPubMed
27.
go back to reference Smyth J, Zawadzki M, Gerin W. Stress and disease: a structural and functional analysis: Chronic stress and health. Social and Personality Psychology Compass. 2013;7:217–27.CrossRef Smyth J, Zawadzki M, Gerin W. Stress and disease: a structural and functional analysis: Chronic stress and health. Social and Personality Psychology Compass. 2013;7:217–27.CrossRef
28.
go back to reference Segerstrom SC, Stanton AL, Alden LE, Shortridge BE. A multidimensional structure for repetitive thought: what’s on your mind, and how, and how much? J Pers Soc Psychol. 2003;85:909–21.CrossRefPubMed Segerstrom SC, Stanton AL, Alden LE, Shortridge BE. A multidimensional structure for repetitive thought: what’s on your mind, and how, and how much? J Pers Soc Psychol. 2003;85:909–21.CrossRefPubMed
30.
31.
go back to reference Nesselroade JR. The warp and the woof of the developmental fabric. In: Downs RM, Liben LS, Palermo DS, editors. Visions of aesthetics, the environment & development: The legacy of Joachim F. Wohlwill. Hillsdale: Lawrence Erlbaum Associates Inc; 1991. p. 213–40. Nesselroade JR. The warp and the woof of the developmental fabric. In: Downs RM, Liben LS, Palermo DS, editors. Visions of aesthetics, the environment & development: The legacy of Joachim F. Wohlwill. Hillsdale: Lawrence Erlbaum Associates Inc; 1991. p. 213–40.
32.
go back to reference Sliwinski MJ. Measurement-burst designs for social health research. Social and Personality Psychology Compass. 2008;2:245–61.CrossRef Sliwinski MJ. Measurement-burst designs for social health research. Social and Personality Psychology Compass. 2008;2:245–61.CrossRef
33.
go back to reference Sliwinski MJ. Approaches to modeling intraindividual and interindividual facets of change for developmental research. In: Fingerman KL, Berg CA, Smith J, Antonucci TC, editors. Handbook of life-span development. New York: Springer Publishing Co; 2011. p. 1–25. Sliwinski MJ. Approaches to modeling intraindividual and interindividual facets of change for developmental research. In: Fingerman KL, Berg CA, Smith J, Antonucci TC, editors. Handbook of life-span development. New York: Springer Publishing Co; 2011. p. 1–25.
34.
go back to reference Ram N, Gerstorf D. Time-structured and net intraindividual variability: Tools for examining the development of dynamic characteristics and processes. Psychology and Aging. 2009;24:778–91.CrossRefPubMedPubMedCentral Ram N, Gerstorf D. Time-structured and net intraindividual variability: Tools for examining the development of dynamic characteristics and processes. Psychology and Aging. 2009;24:778–91.CrossRefPubMedPubMedCentral
35.
go back to reference Vitaliano PP, Echeverria D, Yi J, Phillips PEM, Young H, Siegler IC. Psychophysiological mediators of caregiver stress and differential cognitive decline. Psychology and Aging. 2005;20:402–11.CrossRefPubMed Vitaliano PP, Echeverria D, Yi J, Phillips PEM, Young H, Siegler IC. Psychophysiological mediators of caregiver stress and differential cognitive decline. Psychology and Aging. 2005;20:402–11.CrossRefPubMed
36.
go back to reference Baum A, Garofalo JP, Yali AM. Socioeconomic status and chronic stress: Does stress account for SES effects on health? Annals of the New York Academy of Sciences. 1999;896:131–44.CrossRefPubMed Baum A, Garofalo JP, Yali AM. Socioeconomic status and chronic stress: Does stress account for SES effects on health? Annals of the New York Academy of Sciences. 1999;896:131–44.CrossRefPubMed
37.
go back to reference Wegner DM, Zanakos S. Chronic thought suppression. Journal of Personality. 1994;62:615–40.CrossRef Wegner DM, Zanakos S. Chronic thought suppression. Journal of Personality. 1994;62:615–40.CrossRef
38.
go back to reference Trapnell PD, Campbell JD. Private self-consciousness and the five-factor model of personality: Distinguishing rumination from reflection. Journal of Personality and Social Psychology. 1999;76:284–304.CrossRefPubMed Trapnell PD, Campbell JD. Private self-consciousness and the five-factor model of personality: Distinguishing rumination from reflection. Journal of Personality and Social Psychology. 1999;76:284–304.CrossRefPubMed
39.
go back to reference Beck MD, Aaron. The evolution of the cognitive model of depression and its neurobiological correlates. Am J Psychiatry. 2008;165:969–77.CrossRefPubMed Beck MD, Aaron. The evolution of the cognitive model of depression and its neurobiological correlates. Am J Psychiatry. 2008;165:969–77.CrossRefPubMed
40.
go back to reference Raven J. The Raven’s Progressive Matrices: Change and Stability over Culture and Time. Cognitive Psychology. 2000;41:1–48.CrossRefPubMed Raven J. The Raven’s Progressive Matrices: Change and Stability over Culture and Time. Cognitive Psychology. 2000;41:1–48.CrossRefPubMed
41.
go back to reference Shipley WC. A self-administering scale for measuring intellectual impairment and deterioration. The Journal of Psychology: Interdisciplinary and Applied. 1940;9:371–7.CrossRef Shipley WC. A self-administering scale for measuring intellectual impairment and deterioration. The Journal of Psychology: Interdisciplinary and Applied. 1940;9:371–7.CrossRef
42.
go back to reference Conway ARA, Cowan N, Bunting MF, Therriault DJ, Minkoff SRB. A latent variable analysis of working memory capacity, short-term memory capacity, processing speed, and general fluid intelligence. Intelligence. 2002;30:163–83.CrossRef Conway ARA, Cowan N, Bunting MF, Therriault DJ, Minkoff SRB. A latent variable analysis of working memory capacity, short-term memory capacity, processing speed, and general fluid intelligence. Intelligence. 2002;30:163–83.CrossRef
43.
go back to reference Daneman M, Carpenter PA. Individual differences in working memory and reading. Journal of Verbal Learning and Verbal Behavior. 1980;19:450–66.CrossRef Daneman M, Carpenter PA. Individual differences in working memory and reading. Journal of Verbal Learning and Verbal Behavior. 1980;19:450–66.CrossRef
44.
go back to reference Waters GS, Caplan D. The reliability and stability of verbal working memory measures. Behavior Research Methods, Instruments, & Computers. 2003;35:550–64.CrossRef Waters GS, Caplan D. The reliability and stability of verbal working memory measures. Behavior Research Methods, Instruments, & Computers. 2003;35:550–64.CrossRef
45.
go back to reference Schmidt M. Rey Auditory Verbal Learning Test. Los Angeles: Western Psychological Services; 1996. Schmidt M. Rey Auditory Verbal Learning Test. Los Angeles: Western Psychological Services; 1996.
46.
go back to reference Schmiedek F, Lovden M, Lindenberger U. Hundred days of cognitive training enhance broad cognitive abilities in adulthood: Findings from the COGITO study. Front Aging Neurosci. 2010;2:1–10. Schmiedek F, Lovden M, Lindenberger U. Hundred days of cognitive training enhance broad cognitive abilities in adulthood: Findings from the COGITO study. Front Aging Neurosci. 2010;2:1–10.
47.
go back to reference Verhaeghen P, Basak C. Ageing and switching of the focus of attention in working memory: results from a modified N -Back task. Quarterly Journal of Experimental Psychology: Section A. 2005;58:134–54.CrossRef Verhaeghen P, Basak C. Ageing and switching of the focus of attention in working memory: results from a modified N -Back task. Quarterly Journal of Experimental Psychology: Section A. 2005;58:134–54.CrossRef
48.
go back to reference Miller GE, Chen E, Zhou ES. If it goes up, must it come down? Chronic stress and the hypothalamic-pituitary-adrenocortical axis in humans. Psychological Bulletin. 2007;133:25–45.CrossRefPubMed Miller GE, Chen E, Zhou ES. If it goes up, must it come down? Chronic stress and the hypothalamic-pituitary-adrenocortical axis in humans. Psychological Bulletin. 2007;133:25–45.CrossRefPubMed
49.
go back to reference Boudarene M, Legros JJ, Timsit-Berthier M. Study of the stress response: role of anxiety, cortisol and DHEAs. Encephale. 2002;28:139–46.PubMed Boudarene M, Legros JJ, Timsit-Berthier M. Study of the stress response: role of anxiety, cortisol and DHEAs. Encephale. 2002;28:139–46.PubMed
50.
go back to reference Heffner KL. Neuroendocrine Effects of Stress on Immunity in the Elderly: Implications for Inflammatory Disease. Immunology and Allergy Clinics of North America. 2011;31:95–108 [Stress and Immune-Based Diseases].CrossRefPubMedPubMedCentral Heffner KL. Neuroendocrine Effects of Stress on Immunity in the Elderly: Implications for Inflammatory Disease. Immunology and Allergy Clinics of North America. 2011;31:95–108 [Stress and Immune-Based Diseases].CrossRefPubMedPubMedCentral
51.
go back to reference Magri F, Cravello L, Barili L, Sarra S, Cinchetti W, Salmoiraghi F, et al. Stress and dementia: The role of the hypothalamicpituitary-adrenal axis. Aging Clinical and Experimental Research. 2006;18:167–70.CrossRefPubMed Magri F, Cravello L, Barili L, Sarra S, Cinchetti W, Salmoiraghi F, et al. Stress and dementia: The role of the hypothalamicpituitary-adrenal axis. Aging Clinical and Experimental Research. 2006;18:167–70.CrossRefPubMed
52.
go back to reference Bauer ME, Jeckel CMM, Luz C. The role of stress factors during aging of the immune system. Annals of the New York Academy of Sciences. 2009;1153:139–52.CrossRefPubMed Bauer ME, Jeckel CMM, Luz C. The role of stress factors during aging of the immune system. Annals of the New York Academy of Sciences. 2009;1153:139–52.CrossRefPubMed
53.
go back to reference Thomas N, Morris HA, Scopacasa F, Wishart JM, Need AG. Relationships between age, dehydro-epiandrosterone sulphate and plasma glucose in healthy men. Age and Ageing. 1999;28:217–20.CrossRefPubMed Thomas N, Morris HA, Scopacasa F, Wishart JM, Need AG. Relationships between age, dehydro-epiandrosterone sulphate and plasma glucose in healthy men. Age and Ageing. 1999;28:217–20.CrossRefPubMed
54.
go back to reference Morrison MF, Redei E, TenHave T, Parmelee P, Boyce AA, Sinha PS, et al. Dehydroepiandrosterone sulfate and psychiatric measures in a frail, elderly residential care population. Biological Psychiatry. 2000;47:144–50.CrossRefPubMed Morrison MF, Redei E, TenHave T, Parmelee P, Boyce AA, Sinha PS, et al. Dehydroepiandrosterone sulfate and psychiatric measures in a frail, elderly residential care population. Biological Psychiatry. 2000;47:144–50.CrossRefPubMed
55.
go back to reference De Bruin VMS, Vieira MCM, Rocha MNM, Viana GSB. Cortisol and dehydroepiandosterone sulfate plasma levels and their relationship to aging, cognitive function, and dementia. Brain and Cognition. 2002;50:316–23.CrossRefPubMed De Bruin VMS, Vieira MCM, Rocha MNM, Viana GSB. Cortisol and dehydroepiandosterone sulfate plasma levels and their relationship to aging, cognitive function, and dementia. Brain and Cognition. 2002;50:316–23.CrossRefPubMed
56.
go back to reference Ravaglia G, Forti P, Maioli F, Sacchetti L, Nativio V, Scali CR, et al. Dehydroepiandrosterone-sulfate serum levels and common age-related diseases: Results from a cross-sectional Italian study of a general elderly population. Experimental Gerontology. 2002;37:701–12.CrossRefPubMed Ravaglia G, Forti P, Maioli F, Sacchetti L, Nativio V, Scali CR, et al. Dehydroepiandrosterone-sulfate serum levels and common age-related diseases: Results from a cross-sectional Italian study of a general elderly population. Experimental Gerontology. 2002;37:701–12.CrossRefPubMed
57.
go back to reference Rhodes B, Fürnrohr BG, Vyse TJ. C-reactive protein in rheumatology: Biology and genetics. Nature Reviews Rheumatology. 2011;7:282–9.CrossRefPubMed Rhodes B, Fürnrohr BG, Vyse TJ. C-reactive protein in rheumatology: Biology and genetics. Nature Reviews Rheumatology. 2011;7:282–9.CrossRefPubMed
58.
go back to reference Snijders T, Bosker R. Multilevel Modeling: An Introduction to Basic and Advanced Multilevel Modeling. London: Sage; 1999. Snijders T, Bosker R. Multilevel Modeling: An Introduction to Basic and Advanced Multilevel Modeling. London: Sage; 1999.
59.
go back to reference Bauer DJ, Preacher KJ, Gil KM. Conceptualizing and testing random indirect effects and moderated mediation in multilevel models: New procedures and recommendations. Psychological Methods. 2006;11:142–63.CrossRefPubMed Bauer DJ, Preacher KJ, Gil KM. Conceptualizing and testing random indirect effects and moderated mediation in multilevel models: New procedures and recommendations. Psychological Methods. 2006;11:142–63.CrossRefPubMed
60.
go back to reference Mehta PD, Neale MC. People are variables too: Multilevel structural equations modeling. Psychol Methods. 2005;10:259–84.CrossRefPubMed Mehta PD, Neale MC. People are variables too: Multilevel structural equations modeling. Psychol Methods. 2005;10:259–84.CrossRefPubMed
61.
go back to reference Bollen KA. Structural Equation Models. In Encyclopedia of Biostatistics. John Wiley & Sons, Ltd; 2005 Bollen KA. Structural Equation Models. In Encyclopedia of Biostatistics. John Wiley & Sons, Ltd; 2005
62.
go back to reference Sliwinski MJ, Almeida DM, Smyth J, Stawski RS. Intraindividual change and variability in daily stress processes: Findings from two measurement-burst diary studies. Psychology and Aging. 2009;24:828–40.CrossRefPubMedPubMedCentral Sliwinski MJ, Almeida DM, Smyth J, Stawski RS. Intraindividual change and variability in daily stress processes: Findings from two measurement-burst diary studies. Psychology and Aging. 2009;24:828–40.CrossRefPubMedPubMedCentral
63.
go back to reference Hedeker D, Gibbons RD. Application of random-effects pattern-mixture models for missing data in longitudinal studies. Psychological Methods. 1997;2:64–78.CrossRef Hedeker D, Gibbons RD. Application of random-effects pattern-mixture models for missing data in longitudinal studies. Psychological Methods. 1997;2:64–78.CrossRef
64.
go back to reference Cella D, Yount S, Rothrock N, Gershon R, Cook K, Reeve B, et al. The Patient-Reported Outcomes Measurement Information System (PROMIS). Med Care. 2007;45(5 Suppl 1):S3–S11.CrossRefPubMedPubMedCentral Cella D, Yount S, Rothrock N, Gershon R, Cook K, Reeve B, et al. The Patient-Reported Outcomes Measurement Information System (PROMIS). Med Care. 2007;45(5 Suppl 1):S3–S11.CrossRefPubMedPubMedCentral
66.
go back to reference Pulopulos MM, Hidalgo V, Almela M, Puig-Perez S, Villada C, Salvador A. Hair cortisol and cognitive performance in healthy older people. Psychoneuroendocrinology. 2014;44:100–11.CrossRefPubMed Pulopulos MM, Hidalgo V, Almela M, Puig-Perez S, Villada C, Salvador A. Hair cortisol and cognitive performance in healthy older people. Psychoneuroendocrinology. 2014;44:100–11.CrossRefPubMed
67.
go back to reference Lee BK, Glass TA, McAtee MJ, Wand GS, Bandeen-Roche K, Bolla KI, et al. Associations of salivary cortisol with cognitive function in the Baltimore memory study. Arch Gen Psychiatry. 2007;64:810–8.CrossRefPubMed Lee BK, Glass TA, McAtee MJ, Wand GS, Bandeen-Roche K, Bolla KI, et al. Associations of salivary cortisol with cognitive function in the Baltimore memory study. Arch Gen Psychiatry. 2007;64:810–8.CrossRefPubMed
68.
go back to reference Koyama A, O’Brien J, Weuve J, Blacker D, Metti AL, Yaffe K. The role of peripheral inflammatory markers in dementia and alzheimer’s disease: a meta-analysis. J Gerontol A Biol Sci Med Sci. 2013;68:433–40.CrossRefPubMed Koyama A, O’Brien J, Weuve J, Blacker D, Metti AL, Yaffe K. The role of peripheral inflammatory markers in dementia and alzheimer’s disease: a meta-analysis. J Gerontol A Biol Sci Med Sci. 2013;68:433–40.CrossRefPubMed
69.
go back to reference Wichmann MA, Cruickshanks KJ, Carlsson CM, Chappell R, Fischer ME, Klein BEK, et al. Long-term systemic inflammation and cognitive impairment in a population-based cohort. Journal of the American Geriatrics Society. 2014;62:1683–91.CrossRefPubMedPubMedCentral Wichmann MA, Cruickshanks KJ, Carlsson CM, Chappell R, Fischer ME, Klein BEK, et al. Long-term systemic inflammation and cognitive impairment in a population-based cohort. Journal of the American Geriatrics Society. 2014;62:1683–91.CrossRefPubMedPubMedCentral
70.
go back to reference Turner RJ, Wheaton B, Lloyd DA. The Epidemiology of Social Stress. American Sociological Review. 1995;60:104.CrossRef Turner RJ, Wheaton B, Lloyd DA. The Epidemiology of Social Stress. American Sociological Review. 1995;60:104.CrossRef
71.
go back to reference Williams DR, Yu Y, Jackson JS, Anderson NB. Racial differences in physical and mental health socio-economic status, stress and discrimination. J Health Psychol. 1997;2:335–51.CrossRefPubMed Williams DR, Yu Y, Jackson JS, Anderson NB. Racial differences in physical and mental health socio-economic status, stress and discrimination. J Health Psychol. 1997;2:335–51.CrossRefPubMed
72.
go back to reference Mujahid MS, Roux AVD, Morenoff JD, Raghunathan T. Assessing the measurement properties of neighborhood scales: From psychometrics to ecometrics. Am J Epidemiol. 2007;165:858–67.CrossRefPubMed Mujahid MS, Roux AVD, Morenoff JD, Raghunathan T. Assessing the measurement properties of neighborhood scales: From psychometrics to ecometrics. Am J Epidemiol. 2007;165:858–67.CrossRefPubMed
73.
go back to reference Cohen S, Kamarck T, Mermelstein R. A Global Measure of Perceived Stress. Journal of Health and Social Behavior. 1983;24:385–96.CrossRefPubMed Cohen S, Kamarck T, Mermelstein R. A Global Measure of Perceived Stress. Journal of Health and Social Behavior. 1983;24:385–96.CrossRefPubMed
74.
go back to reference Almeida DM, Wethington E, Kessler RC. The daily inventory of stressful events an interview-based approach for measuring daily stressors. Assessment. 2002;9:41–55.CrossRefPubMed Almeida DM, Wethington E, Kessler RC. The daily inventory of stressful events an interview-based approach for measuring daily stressors. Assessment. 2002;9:41–55.CrossRefPubMed
75.
go back to reference Weiss DS, Marmar CR. The impact of event scale-Revised. In: Wilson J, Keane M, editors. Assessing psychological trauma and PTSD. New York: Guilford Press; 1996. p. 399–411. Weiss DS, Marmar CR. The impact of event scale-Revised. In: Wilson J, Keane M, editors. Assessing psychological trauma and PTSD. New York: Guilford Press; 1996. p. 399–411.
76.
go back to reference Watson D, Clark LA, Tellegen A. Development and validation of brief measures of positive and negative affect: The PANASscales. Journal of Personality and Social Psychology. 1988;54. Watson D, Clark LA, Tellegen A. Development and validation of brief measures of positive and negative affect: The PANASscales. Journal of Personality and Social Psychology. 1988;54.
77.
go back to reference Diener E, Emmons RA, Larsen RJ, Griffin S. The satisfaction with life scale. Journal of Personality Assessment. 1985;49:71.CrossRefPubMed Diener E, Emmons RA, Larsen RJ, Griffin S. The satisfaction with life scale. Journal of Personality Assessment. 1985;49:71.CrossRefPubMed
78.
go back to reference Goldberg LR, Johnson JA, Eber HW, Hogan R, Ashton MC, Cloninger CR, et al. The international personality item pool and the future of public-domain personality measures. Journal of Research in Personality. 2006;40:84–96 [Proceedings of the 2005 Meeting of the Association of Research in Personality Association of Research in Personality].CrossRef Goldberg LR, Johnson JA, Eber HW, Hogan R, Ashton MC, Cloninger CR, et al. The international personality item pool and the future of public-domain personality measures. Journal of Research in Personality. 2006;40:84–96 [Proceedings of the 2005 Meeting of the Association of Research in Personality Association of Research in Personality].CrossRef
79.
go back to reference Spielberger CD, Sydeman SJ, Owen AE, Marsh BJ. Measuring anxiety and anger with the state-trait anxiety inventory (STAI) and the state-trait anger expression inventory. In: The use of psychological testing for treatment planning and outcomes assessment. 2nd ed. Mahwah: Lawrence Erlbaum Associates Publishers; 1999. p. 993–1021. Spielberger CD, Sydeman SJ, Owen AE, Marsh BJ. Measuring anxiety and anger with the state-trait anxiety inventory (STAI) and the state-trait anger expression inventory. In: The use of psychological testing for treatment planning and outcomes assessment. 2nd ed. Mahwah: Lawrence Erlbaum Associates Publishers; 1999. p. 993–1021.
80.
go back to reference MacPhillamy DJ, Lewinsohn PM. The pleasant events schedule: Studies on reliability, validity, and scale intercorrelation. Journal of Consulting and Clinical Psychology. 1982;50:363–80.CrossRef MacPhillamy DJ, Lewinsohn PM. The pleasant events schedule: Studies on reliability, validity, and scale intercorrelation. Journal of Consulting and Clinical Psychology. 1982;50:363–80.CrossRef
81.
go back to reference Bohlmeijer E, ten Klooster PM, Fledderus M, Veehof M, Baer R. Psychometric Properties of the Five Facet Mindfulness Questionnaire in Depressed Adults and Development of a Short Form. Assessment. 2011;18:308–20.CrossRefPubMed Bohlmeijer E, ten Klooster PM, Fledderus M, Veehof M, Baer R. Psychometric Properties of the Five Facet Mindfulness Questionnaire in Depressed Adults and Development of a Short Form. Assessment. 2011;18:308–20.CrossRefPubMed
82.
go back to reference Evans DE, Rothbart MK. Developing a model for adult temperament. Journal of Research in Personality. 2007;41:868–88.CrossRef Evans DE, Rothbart MK. Developing a model for adult temperament. Journal of Research in Personality. 2007;41:868–88.CrossRef
83.
go back to reference Scheier MF, Carver CS. Optimism, coping, and health: Assessment and implications of generalized outcome expectancies. Health Psychology. 1985;4:219–47.CrossRefPubMed Scheier MF, Carver CS. Optimism, coping, and health: Assessment and implications of generalized outcome expectancies. Health Psychology. 1985;4:219–47.CrossRefPubMed
Metadata
Title
The Effects of Stress on Cognitive Aging, Physiology and Emotion (ESCAPE) Project
Authors
Stacey B. Scott
Jennifer E. Graham-Engeland
Christopher G. Engeland
Joshua M. Smyth
David M. Almeida
Mindy J. Katz
Richard B. Lipton
Jacqueline A. Mogle
Elizabeth Munoz
Nilam Ram
Martin J. Sliwinski
Publication date
01-12-2015
Publisher
BioMed Central
Published in
BMC Psychiatry / Issue 1/2015
Electronic ISSN: 1471-244X
DOI
https://doi.org/10.1186/s12888-015-0497-7

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