Happiness and Inflammatory Responses to Acute Stress in People With Type 2 Diabetes
Open accessAbstract
BACKGROUND: Positive psychological characteristics in people with type 2 diabetes (T2D) are associated with better health and longevity, and one plausible physiological mechanism involves lower markers of inflammation. Positive affect is related to lower basal inflammatory markers and smaller inflammatory responses to acute stress, but this association in people with T2D remains to be examined. PURPOSE: To examine the relationship between happiness and inflammatory markers at baseline and in response to acute stress in people with T2D. METHODS: One hundred forty people with T2D took part in laboratory-based stress testing. We aggregated daily happiness ratings over 7 days before stress testing. During the laboratory session, participants underwent two mental stress tasks-the mirror tracing and the Stroop task. Blood was sampled at baseline and post-stress (up to 75 min post-stress) to detect plasma interleukin-6 (IL-6), interleukin-1 receptor antagonist (IL-1Ra), and monocyte chemoattractant protein-1 (MCP-1). Associations between happiness and inflammatory markers and responses were analyzed using multivariable linear regressions. RESULTS: Greater daily happiness significantly predicted lower baseline and post-stress IL-6 concentrations, and lower baseline MCP-1, after adjusting for covariates. The association between happiness and reduced basal IL-6 maintained after further controlling for daily sadness. We did not find significant associations between daily happiness and inflammatory responses to acute stress. No associations were detected for IL-1Ra. CONCLUSIONS: Happier individuals with T2D have lower inflammatory markers before and after acute stress, albeit independent of stress responsivity. Findings could provide a protective physiological pathway linking daily happiness with better health in people with T2D.
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Some, but not all, other studies have found relationships between positive psychological factors and healthy immune response or lower levels of inflammation.
“Some, but not all, other studies have similarly found relationships between positive psychological factors and healthy immune response or lower levels of inflammation. 54,133-135”
From Psychological Health, Well-Being, and the Mind-Heart-Body Connection: A Scientific Statement From the American Heart Association (2021) · cites this paper as [135]
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Guh, D. P., Zhang, W., Bansback, N., Amarsi, Z., Birmingham, C. L., & Anis, A. H. (2009) · BMC Public Health · doi:10.1186/1471-2458-9-88 · Cited by 3,855 · see citing works
Mechanisms of Diabetic Complications
Forbes, J. M., & Cooper, M. E. (2013) · Physiological Reviews · doi:10.1152/physrev.00045.2011 · Cited by 2,890 · see citing works
Chida, Y., & Steptoe, A. (2008) · Psychosomatic Medicine · doi:10.1097/psy.0b013e31818105ba · Cited by 1,592 · see citing works
Self-citationSteptoe, A., Hamer, M., & Chida, Y. (2007) · Brain, Behavior, and Immunity · doi:10.1016/j.bbi.2007.03.011 · Cited by 1,278 · see citing works
Self-citation(2012) · The Lancet · doi:10.1016/s0140-6736(12)60110-x · Cited by 1,146 · see citing works
Boehm, J. K., & Kubzansky, L. D. (2012) · Psychological Bulletin · doi:10.1037/a0027448 · Cited by 909 · see citing works
(2012) · The Lancet · doi:10.1016/s0140-6736(11)61931-4 · Cited by 823 · see citing works
Inflammatory Markers and Risk of Type 2 Diabetes
Wang, X., Bao, W., Liu, J., OuYang, Y.-Y., Wang, D., Rong, S., Xiao, X., Shan, Z.-L., Zhang, Y., Yao, P., et al. (2013) · Diabetes Care · doi:10.2337/dc12-0702 · Cited by 820 · see citing works
Type 2 diabetes mellitus and psychological stress — a modifiable risk factor
Hackett, R. A., & Steptoe, A. (2017) · Nature Reviews Endocrinology · doi:10.1038/nrendo.2017.64 · Cited by 480 · cited 1× · see citing works
“The pathways linking positive affect with better health in T2D are unclear, but one plausible mechanism involves lower markers of inflammation [8].”
BackgroundSelf-citationIL-6 and its circadian secretion in humans
Vgontzas, A. N., Bixler, E. O., Lin, H.-M., Prolo, P., Trakada, G., & Chrousos, G. P. (2005) · Neuroimmunomodulation · doi:10.1159/000084844 · Cited by 338 · see citing works
Loneliness and stress-related inflammatory and neuroendocrine responses in older men and women
Hackett, R. A., Hamer, M., Endrighi, R., Brydon, L., & Steptoe, A. (2012) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2012.03.016 · Cited by 272 · see citing works
Self-citationSuarez, E. C., Krishnan, R. R., & Lewis, J. G. (2003) · Psychosomatic Medicine · doi:10.1097/01.psy.0000035719.79068.2b · Cited by 199 · see citing works
Positive affect uniquely predicts lower risk of mortality in people with diabetes.
Moskowitz, J. T., Epel, E. S., & Acree, M. (2008) · Health Psychology · doi:10.1037/0278-6133.27.1.s73 · Cited by 191 · see citing works
Affective reactivity to daily stressors is associated with elevated inflammation
Sin, N. L., Graham-Engeland, J. E., Ong, A. D., & Almeida, D. M. (2015) · Health Psychology · doi:10.1037/hea0000240 · Cited by 188 · see citing works
An online positive affect skills intervention reduces depression in adults with type 2 diabetes
Cohn, M. A., Pietrucha, M. E., Saslow, L. R., Hult, J. R., & Moskowitz, J. T. (2014) · The Journal of Positive Psychology · doi:10.1080/17439760.2014.920410 · Cited by 188 · see citing works
Steptoe, A., Hackett, R. A., Lazzarino, A. I., Bostock, S., La Marca, R., Carvalho, L. A., & Hamer, M. (2014) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1410401111 · Cited by 167 · see citing works
Self-citationHuffman, J. C., DuBois, C. M., Millstein, R. A., Celano, C. M., & Wexler, D. (2015) · Journal of Diabetes Research · doi:10.1155/2015/428349 · Cited by 127 · see citing works
Positive Psychological Characteristics in Diabetes: A Review
Celano, C. M., Beale, E. E., Moore, S. V., Wexler, D. J., & Huffman, J. C. (2013) · Current Diabetes Reports · doi:10.1007/s11892-013-0430-8 · Cited by 69 · see citing works
Flagged first, then by citations
Research works printed but not linked: 46
- [1]Tomkins SS. Affect Imagery Consciousness: The Positive Affects. New York City, NY: Springer; 1963.
- [4]Martín-María N, Miret M, Caballero FF et al The impact of subjective well-being on mortality: A meta-analysis of longitudinal studies in the general population. Psychosom Med. 2017; 79: 565– 575. 28033196
- [10]Banerjee M, Saxena M Interleukin-1 (IL-1) family of cytokines: Role in type 2 diabetes. Clin Chim Acta. 2012; 413: 1163– 1170. 22521751
- [11]Bargetzi MJ, Lantz M, Smith CG et al Interleukin-1 beta induces interleukin-1 receptor antagonist and tumor necrosis factor binding protein in humans. Cancer Res. 1993; 53: 4010– 4013. 8395334
- [12]Steensberg A, Fischer CP, Keller C, Møller K, Pedersen BK IL-6 enhances plasma IL-1ra, IL-10, and cortisol in humans. Am J Physiol Endocrinol Metab. 2003; 285: E433– E437. 12857678
- [13]Tilg H, Trehu E, Atkins MB, Dinarello CA, Mier JW Interleukin-6 (IL-6) as an anti-inflammatory cytokine: Induction of circulating IL-1 receptor antagonist and soluble tumor necrosis factor receptor p55. Blood. 1994; 83: 113– 118. 8274730
- [14]Deshmane SL, Kremlev S, Amini S, Sawaya BE Monocyte chemoattractant protein-1 (MCP-1): An overview. J Interferon Cytokine Res. 2009; 29: 313– 326. 19441883 PMC2755091
- [15]Karatsoreos IN, McEwen BS Stress and allostasis. In: Steptoe A, ed. Handbook of behavioral medicine. New York City, NY: Springer; 2010: 649– 658.
- [16]Gerin W Laboratory stress testing methodology. In: Steptoe A, ed. Handbook of Behavioral Medicine. New York City, NY: Springer; 2010: 633– 648.
- [17]Steptoe A, Poole L Use of biological measures in behavioural medicine. In: Steptoe A, ed. Handbook of Behavioral Medicine. New York City, NY: Springer; 2010: 619– 632.
- [18]Marsland AL, Walsh C, Lockwood K, John-Henderson NA The effects of acute psychological stress on circulating and stimulated inflammatory markers: A systematic review and meta-analysis. Brain Behav Immun. 2017; 64: 208– 219. 28089638 PMC5553449
- [21]Pickup JC Inflammation and activated innate immunity in the pathogenesis of type 2 diabetes. Diabetes Care. 2004; 27: 813– 823. 14988310
- [23]Danesh J, Kaptoge S, Mann AG et al Long-term interleukin-6 levels and subsequent risk of coronary heart disease: Two new prospective studies and a systematic review. Plos Med. 2008; 5: e78. 18399716 PMC2288623
- [24]van Minkelen R, Wettinger SB, de Visser MC et al Haplotypes of the interleukin-1 receptor antagonist gene, interleukin-1 receptor antagonist mRNA levels and the risk of myocardial infarction. Atherosclerosis. 2009; 203: 201– 205. 18703194
- [25]Herder C, Baumert J, Thorand B et al Chemokines and incident coronary heart disease: Results from the MONICA/KORA Augsburg case-cohort study, 1984-2002. Arterioscler Thromb Vasc Biol. 2006; 26: 2147– 2152. 16825597
- [26]Tang W, Pankow JS, Carr JJ et al Association of sICAM-1 and MCP-1 with coronary artery calcification in families enriched for coronary heart disease or hypertension: The NHLBI Family Heart Study. BMC Cardiovasc Disord. 2007; 7: 30. 17963506 PMC2204036
- [27]American Diabetes Association. Standards of medical care in diabetes. Diabetes Care 2014; 37 (suppl 1): S14– S80. 24357209
- [28]Lowe G, Woodward M, Hillis G et al Circulating inflammatory markers and the risk of vascular complications and mortality in people with type 2 diabetes and cardiovascular disease or risk factors: The ADVANCE study. Diabetes. 2014; 63: 1115– 1123. 24222348
- [29]Brydon L, Steptoe A Stress-induced increases in interleukin-6 and fibrinogen predict ambulatory blood pressure at 3-year follow-up. J Hypertens. 2005; 23: 1001– 1007. 15834286
- [30]Steptoe A, O’Donnell K, Badrick E, Kumari M, Marmot M Neuroendocrine and inflammatory factors associated with positive affect in healthy men and women: The Whitehall II study. Am J Epidemiol. 2008; 167: 96– 102. 17916595
- [32]Sin NL, Graham-Engeland JE, Almeida DM Daily positive events and inflammation: Findings from the National Study of Daily Experiences. Brain Behav Immun. 2015; 43: 130– 138. 25102453 PMC4258510
- [33]Prather AA, Marsland AL, Muldoon MF, Manuck SB Positive affective style covaries with stimulated IL-6 and IL-10 production in a middle-aged community sample. Brain Behav Immun. 2007; 21: 1033– 1037. 17548183 PMC2692326
- [34]Brouwers C, Mommersteeg PM, Nyklíček I et al Positive affect dimensions and their association with inflammatory biomarkers in patients with chronic heart failure. Biol Psychol. 2013; 92: 220– 226. 23085133
- [35]Friedman EM, Hayney M, Love GD, Singer BH, Ryff CD Plasma interleukin-6 and soluble IL-6 receptors are associated with psychological well-being in aging women. Health Psychol. 2007; 26: 305– 313. 17500617
- [36]Ikeda A, Schwartz J, Peters JL et al Optimism in relation to inflammation and endothelial dysfunction in older men: The VA Normative Aging Study. Psychosom Med. 2011; 73: 664– 671. 21949417
- [37]Rajagopalan S, Brook R, Rubenfire M, Pitt E, Young E, Pitt B Abnormal brachial artery flow-mediated vasodilation in young adults with major depression. Am J Cardiol. 2001; 88: 196– 198, A7. 11448425
- [39]Asberg M, Nygren A, Leopardi R et al Novel biochemical markers of psychosocial stress in women. Plos One. 2009; 4: e3590. 19177163 PMC2627901
- [40]Steptoe A, Wardle J, Marmot M Positive affect and health-related neuroendocrine, cardiovascular, and inflammatory processes. Proc Natl Acad Sci USA. 2005; 102: 6508– 6512. 15840727 PMC1088362
- [41]Brydon L, Walker C, Wawrzyniak AJ, Chart H, Steptoe A Dispositional optimism and stress-induced changes in immunity and negative mood. Brain Behav Immun. 2009; 23: 810– 816. 19272441 PMC2715885
- [42]Endrighi R, Steptoe A, Hamer M The effect of experimentally induced sedentariness on mood and psychobiological responses to mental stress. Br J Psychiatry. 2016; 208: 245– 251. 26294364 PMC4771942
- [43]Bostock S, Hamer M, Wawrzyniak AJ, Mitchell ES, Steptoe A Positive emotional style and subjective, cardiovascular and cortisol responses to acute laboratory stress. Psychoneuroendocrinology. 2011; 36: 1175– 1183. 21398040
- [45]Cohen S, Doyle WJ, Turner RB, Alper CM, Skoner DP Emotional style and susceptibility to the common cold. Psychosom Med. 2003; 65: 652– 657. 12883117
- [46]Steptoe A, Owen N, Kunz-Ebrecht S, Mohamed-Ali V Inflammatory cytokines, socioeconomic status, and acute stress responsivity. Brain Behav Immun. 2002; 16: 774– 784. 12480506
- [47]Lockwood KG, Marsland AL, Cohen S, Gianaros PJ Sex differences in the association between stressor-evoked interleukin-6 reactivity and C-reactive protein. Brain Behav Immun. 2016; 58: 173– 180. 27377561 PMC5067187
- [48]Endrighi R, Hamer M, Steptoe A Post-menopausal women exhibit greater interleukin-6 responses to mental stress than older men. Ann Behav Med. 2016; 50: 564– 571. 26943141 PMC4933724
- [49]McInnis CM, Thoma MV, Gianferante D et al Measures of adiposity predict interleukin-6 responses to repeated psychosocial stress. Brain Behav Immun. 2014; 42: 33– 40. 25107874 PMC4252374
- [50]Stringhini S, Batty GD, Bovet P et al Association of life course socioeconomic status with chronic inflammation and type 2 diabetes risk: The Whitehall II prospective cohort study. Plos Med. 2013; 10: e1001479. 23843750 PMC3699448
- [52]Hamer M, O’Donnell K, Lahiri A, Steptoe A Salivary cortisol responses to mental stress are associated with coronary artery calcification in healthy men and women. Eur Heart J. 2010; 31: 424– 429. 19744954
- [53]Steptoe A, Feldman PJ, Kunz S, Owen N, Willemsen G, Marmot M Stress responsivity and socioeconomic status: A mechanism for increased cardiovascular disease risk? Eur Heart J. 2002; 23: 1757– 1763. 12419295
- [54]Rohleder N, Wolf JM, Herpfer I, Fiebich BL, Kirschbaum C, Lieb K No response of plasma substance P, but delayed increase of interleukin-1 receptor antagonist to acute psychosocial stress. Life Sci. 2006; 78: 3082– 3089. 16414081
- [55]Steptoe A, Willemsen G, Owen N, Flower L, Mohamed-Ali V Acute mental stress elicits delayed increases in circulating inflammatory cytokine levels. Clin Sci (Lond). 2001; 101: 185– 192. 11473494
- [56]Rosenblat JD, Cha DS, Mansur RB, McIntyre RS Inflamed moods: A review of the interactions between inflammation and mood disorders. Prog Neuropsychopharmacol Biol Psychiatry. 2014; 53: 23– 34. 24468642
- [58]Papanicolaou DA, Wilder RL, Manolagas SC, Chrousos GP The pathophysiologic roles of interleukin-6 in human disease. Ann Intern Med. 1998; 128: 127– 137. 9441573
- [59]Libby P, Ridker PM, Hansson GK Progress and challenges in translating the biology of atherosclerosis. Nature. 2011; 473: 317– 325. 21593864
- [62]Younce CW, Kolattukudy PE MCP-1 causes cardiomyoblast death via autophagy resulting from ER stress caused by oxidative stress generated by inducing a novel zinc-finger protein, MCPIP. Biochem J. 2010; 426: 43– 53. 19925454
- [63]Niu J, Kolattukudy PE Role of MCP-1 in cardiovascular disease: Molecular mechanisms and clinical implications. Clin Sci (Lond). 2009; 117: 95– 109. 19566488
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Levine, G. N., Cohen, B. E., Commodore-Mensah, Y., Fleury, J., Huffman, J. C., Khalid, U., Labarthe, D. R., Lavretsky, H., Michos, E. D., Spatz, E. S., et al. (2021) · Circulation · doi:10.1161/cir.0000000000000947 · Cited by 865 · see citing works
- Authors
- Panagi, L., Poole, L., Hackett, R. A., & Steptoe, A.
- Affiliations
- University College London (GB)
- Corresponding author
- Panagi, Laura
- Venue
- Annals of Behavioral Medicine
- Publisher
- Oxford University Press (OUP)
- Published
- 2018-06-18
- Volume
- 53
- Issue
- 4
- Pages
- 309-320
- ISSN
- 0742-5554 (ISSN-L)
- 0883-6612
- 1532-4796
- PMC
- PMC6426003
- OpenAlex
- W2808980563
- Cited by
- 35
- References
- 18
- Citations by year
- 2025: 4 · 2024: 4 · 2023: 7 · 2022: 5 · 2021: 3 · 2020: 8 · 2019: 4
- FWCI
- 5.08
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Annals of Behavioral Medicine (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Research Portal (King's College London) (publishedVersion, cc-by)
- UCL Discovery (University College London) (submittedVersion)
- Funders
- A.G. Leventis Foundation
- British Heart Foundation (RG/10/005/28296)
- Topics
- Social Sciences › Psychology › Social Psychology › Psychological Well-being and Life Satisfaction
- Life Sciences › Neuroscience › Biological Psychiatry › Tryptophan and brain disorders
- Life Sciences › Neuroscience › Behavioral Neuroscience › Stress Responses and Cortisol
- Keywords
- happiness, type 2 diabetes, acute stress, inflammation, interleukin-6, interleukin-1 receptor antagonist, MCP-1, positive affect, stress responsivity, psychological well-being
- MeSH terms
- Aged, Diabetes Mellitus, Type 2, Female, Happiness, Humans, Inflammation, Male, Middle Aged, Neuropsychological Tests, Personality, Stress, Psychological, Biomarkers, Interleukin-6, Chemokine CCL2, Interleukin 1 Receptor Antagonist Protein
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