Cited by 40Child Abuse and TraumaStress Responses and CortisolHealth disparities and outcomes

Early life stress and inflammatory mechanisms of fatigue in the Coronary Artery Risk Development in Young Adults (CARDIA) study

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Cho, Hyong Jin, Bower, Julienne E., Kiefe, Catarina I., Seeman, Teresa E., Irwin, Michael R.·2012·Brain, Behavior, and Immunity

Abstract

Fatigue is highly prevalent and causes serious disruption in quality of life. Although cross-sectional studies suggest childhood adversity is associated with adulthood fatigue, longitudinal evidence of this relationship and its specific biological mechanisms have not been established. This longitudinal study examined the association between early life stress and adulthood fatigue and tested whether this association was mediated by low-grade systemic inflammation as indexed by circulating C-reactive protein (CRP) and interleukin-6 (IL-6). In the Coronary Artery Risk Development in Young Adults (CARDIA) study, a population-based longitudinal study conducted in 4 US cities, early life stress was retrospectively assessed in 2716 African-American and white adults using the Risky Families Questionnaire at Year 15 examination (2000-2001, ages 33-45 years). Fatigue as indexed by a loss of subjective vitality using the Vitality Subscale of the 12-item Short Form Health Survey was assessed at both Years 15 and 20. While CRP was measured at both Years 15 and 20, IL-6 was measured only at Year 20. Early life stress assessed at Year 15 was associated with adulthood fatigue at Year 20 after adjustment for sociodemographic characteristics, body-mass index, medication use, medical comorbidity, smoking, alcohol consumption, physical activity, current stress, pain, sleep disturbance as well as Year 15 fatigue (adjusted beta 0.047, P=0.007). However, neither CRP nor IL-6 was a significant mediator of this association. In summary, early life stress assessed in adulthood was associated with fatigue 5 years later, but this association was not mediated by low-grade systemic inflammation.

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Research works printed but not linked: 28

  1. Amato MP Ponziani G Rossi F Liedl CL Stefanile C Rossi L 2001 Quality of life in multiple sclerosis: the impact of depression, fatigue and disability Mult Scler 7 340 344 11724451
  2. Baron RM Kenny DA 1986 The moderator-mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations J Pers Soc Psychol 51 1173 1182 3806354
  3. Cho HJ Seeman TE Bower JE Kiefe CI Irwin MR 2009 Prospective association between C-reactive protein and fatigue in the coronary artery risk development in young adults study Biol Psychiatry 66 871 878 19640510 PMC2763037
  4. Curt G 2000 Impact of fatigue on quality of life in oncology patients Semin Hematol 37 14 17 11068951
  5. Danese A Pariante CM Caspi A Taylor A Poulton R 2007 Childhood maltreatment predicts adult inflammation in a life-course study Proc Natl Acad Sci U S A 104 1319 1324 17229839 PMC1783123
  6. Eisenberger NI Inagaki TK Mashal NM Irwin MR 2010 Inflammation and social experience: an inflammatory challenge induces feelings of social disconnection in addition to depressed mood Brain Behav Immun 24 558 563 20043983 PMC2856755
  7. Fagundes CP Lindgren ME Shapiro CL Kiecolt-Glaser JK 2011 Child maltreatment and breast cancer survivors: Social support makes a difference for quality of life, fatigue and cancer stress Eur J Cancer PMC3202655 21752636
  8. Friedman GD Cutter GR Donahue RP Hughes GH Hulley SB Jacobs DR Jr Liu K Savage PJ 1988 CARDIA: study design, recruitment, and some characteristics of the examined subjects J Clin Epidemiol 41 1105 1116 3204420
  9. Han C Pulling CC Telke SE Hullsiek KH 2002 Assessing the utility of five domains in SF-12 Health Status Questionnaire in an AIDS clinical trial AIDS 16 431 11834955
  10. Hann DM Jacobsen PB Azzarello LM Martin SC Curran SL Fields KK Greenberg H Lyman G 1998 Measurement of Fatigue in Cancer Patients: Development and Validation of the Fatigue Symptom Inventory Qual Life Res 7 301 310 9610214
  11. Heim C Wagner D Maloney E Papanicolaou DA Solomon L Jones JF Unger ER Reeves WC 2006 Early adverse experience and risk for chronic fatigue syndrome: Results from a population-based study Arch Gen Psychiatry 63 1258 1266 17088506
  12. Hurst NP Ruta DA Kind P 1998 Comparison of the MOS short form-12 (SF12) health status questionnaire with the SF36 in patients with rheumatoid arthritis Rheumatology (Oxford) 37 862 869 9734677
  13. Janicki-Deverts D Cohen S Adler NE Schwartz JE Matthews KA Seeman TE 2007 Socioeconomic status is related to urinary catecholamines in the Coronary Artery Risk Development in Young Adults (CARDIA) study Psychosom Med 69 514 520 17636147
  14. MacKinnon DP Lockwood CM Hoffman JM West SG Sheets V 2002 A Comparison of Methods to Test Mediation and Other Intervening Variable Effects Psychological Methods 7 83 104 11928892 PMC2819363
  15. Marmot M Brunner E 2005 Cohort Profile: The Whitehall II study Int J Epidemiol 34 251 256 15576467
  16. Myers GL Rifai N Tracy RP Roberts WL Alexander RW Biasucci LM Catravas JD Cole TG Cooper GR Khan BV Kimberly MM Stein EA Taubert KA Warnick GR Waymack PP 2004 CDC/AHA Workshop on Markers of Inflammation and Cardiovascular Disease: Application to Clinical and Public Health Practice: Report From the Laboratory Science Discussion Group Circulation 110 e545 549 15611379
  17. Parker ED Schmitz KH Jacobs DR Jr Dengel DR Schreiner PJ 2007 Physical Activity in Young Adults and Incident Hypertension Over 15 Years of Follow-Up: The CARDIA Study Am J Public Health 97 703 709 17329668 PMC1829365
  18. Pawlikowska T Chalder T Hirsch SR Wallace P Wright DJ Wessely SC 1994 Population based study of fatigue and psychological distress BMJ 308 763 766 7908238 PMC2539651
  19. Powers DA Xie Y 2000 Statistical methods for categorical data analysis Academic Press San Diego
  20. Ricci JA Chee E Lorandeau AL Berger J 2007 Fatigue in the US Workforce: Prevalence and Implications for Lost Productive Work Time J Occup Environ Med 49 1 10 17215708
  21. Romans S Belaise C Martin J Morris E Raffi A 2002 Childhood abuse and later medical disorders in women. An epidemiological study Psychother Psychosom 71 141 150 12021556
  22. Sidney S Jacobs DR Haskell WL Armstrong MA Dimicco A Oberman A Savage PJ Slattery ML Sternfeld B Van Hom L 1991 Comparison of Two Methods of Assessing Physical Activity in the Coronary Artery Risk Development in Young Adults (CARDIA) Study Am J Epidemiol 133 12 1231 1245 2063831
  23. Smets E Garssen B Bonke B De Haes J 1995 The Multidimensional Fatigue Inventory (MFI) psychometric qualities of an instrument to assess fatigue J Psychosom Res 39 315 325 7636775
  24. Stewart WF Ricci JA Chee E Morganstein D Lipton R 2003b Lost Productive Time and Cost Due to Common Pain Conditions in the US Workforce JAMA 290 2443 2454 14612481
  25. Steyerberg EW Eijkemans MJ Harrell FE Jr Habbema JD 2000 Prognostic modelling with logistic regression analysis: a comparison of selection and estimation methods in small data sets Stat Med 19 1059 1079 10790680
  26. Taylor SE Lehman BJ Kiefe CI Seeman TE 2006 Relationship of Early Life Stress and Psychological Functioning to Adult C-Reactive Protein in the Coronary Artery Risk Development in Young Adults Study Biol Psychiatry 60 819 824 16712805
  27. Valdini AF 1985 Fatigue of Unknown Aetiology-- a Review Fam Pract 2 48 53 3886470
  28. Ware J Jr Kosinski M Keller SD 1996 A 12-Item Short-Form Health Survey: construction of scales and preliminary tests of reliability and validity Med Care 34 220 233 8628042

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Authors
Cho, H. J., Bower, J. E., Kiefe, C. I., Seeman, T. E., & Irwin, M. R.
Affiliations
  • University of California, Los Angeles (US)
  • University of Massachusetts Chan Medical School (US)
Corresponding author
Cho, Hyong Jin
Venue
Brain, Behavior, and Immunity
Publisher
Elsevier BV
Published
2012-08
Volume
26
Issue
6
Pages
859-865
ISSN
0889-1591 (ISSN-L)
OpenAlex
W2068313656
Cited by
40
References
10
Citations by year
2026: 2 · 2025: 1 · 2024: 2 · 2023: 3 · 2022: 3 · 2021: 8 · 2019: 4 · 2018: 2 · 2017: 2 · 2016: 3 · 2015: 3 · 2014: 4 · 2013: 2 · 2012: 1
FWCI
3.35
Type
journal article
Language
en
Open access
Locations
  • Brain Behavior and Immunity (publishedVersion)
  • PubMed (publishedVersion)
  • Europe PMC (PubMed Central) (acceptedVersion)
  • PubMed Central (acceptedVersion)
  • The Journal of the American Medical Association (JAMA) Network (American Medical Association) (submittedVersion)
Funders
  • National Institutes of Health (n01hc95095-66-0-1, n01hc48050-59-0-1, n01hc48048-58-0-1, n01hc045134-008, n01hc48047-55-0-1, n01hc45205-9-0-0, n01hc005187-000, UL1TR000124, n01hc48049-61-0-1, n01hc45204-11-0-1)
  • U.S. Public Health Service (R01-119159)
  • National Institute on Aging (R01AG026364, R01AG034588, P30AG028748)
  • National Heart, Lung, and Blood Institute (N01HC48050, N01-HC045134, N01 HC 95095, N01 HC045205, N01 HC048048, N01-HC05187, N01-HC-048049, N01 HC045204, R01HL079955, N01-HC- 45204, N01 HC095095, N01 HC048050, N01-HC48048, N01-HC-45205, N01 HC005187, N01-HC-48-049, N01 HC048047, N01-HC-480-47)
  • National Institute of Mental Health (R01MH091352)
  • National Cancer Institute (R01CA119159)
  • National Center for Advancing Translational Sciences
Topics
  • Social Sciences › Psychology › Clinical Psychology › Child Abuse and Trauma
  • Life Sciences › Neuroscience › Behavioral Neuroscience › Stress Responses and Cortisol
  • Social Sciences › Health › Health disparities and outcomes
Keywords
early life stress, childhood adversity, fatigue, low-grade inflammation, C-reactive protein, interleukin-6, mediation, subjective vitality, CARDIA study, African American adults, young adults
MeSH terms
Adolescent, Adult, Behavior, Black or African American, C-Reactive Protein, Child, Coronary Artery Disease, Cross-Sectional Studies, Depression, Educational Status, Fatigue, Female, Follow-Up Studies, Humans, Inflammation, Longitudinal Studies, Male, Pain, Risk, Sleep Wake Disorders, Smoking, Stress, Psychological, Interleukin-6, Comorbidity, White People, Young Adult, Drug-Related Side Effects and Adverse Reactions

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