High Neuroticism and low Conscientiousness are associated with interleukin-6
Open accessAbstract
Background: High Neuroticism and low Conscientiousness are frequently implicated in health-risk behaviors, such as smoking and overeating, as well as health outcomes, including mortality. Their associations with physiological markers of morbidity and mortality, such as inflammation, are less well documented. The present research examines the association between the five major dimensions of personality and interleukin-6 (IL-6), a pro-inflammatory cytokine often elevated in patients with chronic morbidity and frailty. Method: A population-based sample (n=4923) from four towns in Sardinia, Italy, had their levels of IL-6 measured and completed a comprehensive personality questionnaire, the NEO-PI-R. Analyses controlled for factors known to have an effect on IL-6: age; sex; smoking; weight; aspirin use; disease burden. Results: High Neuroticism and low Conscientiousness were both associated with higher levels of IL-6. The findings remained significant after controlling for the relevant covariates. Similar results were found for C-reactive protein, a related marker of chronic inflammation. Further, smoking and weight partially mediated the association between impulsivity-related traits and higher IL-6 levels. Finally, logistic regressions revealed that participants either in the top 10% of the distribution of Neuroticism or the bottom 10% of conscientiousness had an approximately 40% greater risk of exceeding clinically relevant thresholds of IL-6. Conclusions: Consistent with the literature on personality and self-reported health, individuals high on Neuroticism or low on Conscientiousness show elevated levels of this inflammatory cytokine. Identifying critical medical biomarkers associated with personality may help to elucidate the physiological mechanisms responsible for the observed connections between personality traits and physical health.
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Neuroticism has been associated with higher levels of inflammatory markers in multiple studies, in addition to several null findings.
“In addition to several null findings (26-28), neuroticism has been associated with higher levels of inflammatory markers in multiple studies (29,30).”
From Socioeconomic Status Interacts with Conscientiousness and Neuroticism to Predict Circulating Concentrations of Inflammatory Markers (2017) · cites this paper as [30]
The measure of neuroticism used in this study primarily taps the anxiety facet of this trait.
“An important limitation is that the measure of neuroticism used in this study primarily taps the anxiety facet of this trait (30).”
From Socioeconomic Status Interacts with Conscientiousness and Neuroticism to Predict Circulating Concentrations of Inflammatory Markers (2017) · cites this paper as [30]
Higher levels of IL-6 have recently been linked to lower Conscientiousness.
“For instance, higher levels of the inflammatory marker Interleukin (IL)-6 have recently been linked to lower Conscientiousness [65, 66].”
From Personality and Longevity: Knowns, Unknowns, and Implications for Public Health and Personalized Medicine (2011) · cites this paper as [65]
The increasing inclusion of biomarkers in personality-longevity studies is beginning to illuminate biological pathways such as systemic inflammation and artery calcification.
“Second, the increasing inclusion of biomarkers in personality-longevity studies is beginning to illuminate biological pathways such as systemic inflammation [65, 66, 218, 219] and artery calcification [220, 221]”
From Personality and Longevity: Knowns, Unknowns, and Implications for Public Health and Personalized Medicine (2011) · cites this paper as [65]
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Cites
Multiple regression: testing and interpreting interactions
(1992) · Choice Reviews Online · doi:10.5860/choice.29-3352 · Cited by 36,644 · see citing works
Preacher, K. J., & Hayes, A. F. (2008) · Behavior Research Methods · doi:10.3758/brm.40.3.879 · Cited by 34,117 · see citing works
THE BIG FIVE PERSONALITY TRAITS, GENERAL MENTAL ABILITY, AND CAREER SUCCESS ACROSS THE LIFE SPAN
Judge, T. A., Higgins, C. A., Thoresen, C. J., & Barrick, M. R. (1999) · Personnel Psychology · doi:10.1111/j.1744-6570.1999.tb00174.x · Cited by 2,184 · see citing works
Personality and the Prediction of Consequential Outcomes
Ozer, D. J., & Benet‐Martínez, V. (2005) · Annual Review of Psychology · doi:10.1146/annurev.psych.57.102904.190127 · Cited by 2,171 · see citing works
Associations of elevated interleukin-6 and C-reactive protein levels with mortality in the elderly
Harris, T. B., Ferrucci, L., Tracy, R. P., Corti, M. C., Wacholder, S., Ettinger, W. H., Heimovitz, H., Cohen, H. J., & Wallace, R. (1999) · The American Journal of Medicine · doi:10.1016/s0002-9343(99)00066-2 · Cited by 1,488 · see citing works
Self-citationCytokine-Associated Emotional and Cognitive Disturbances in Humans
Reichenberg, A., Yirmiya, R., Schuld, A., Kraus, T., Haack, M., Morag, A., & Pollmächer, T. (2001) · Archives of General Psychiatry · doi:10.1001/archpsyc.58.5.445 · Cited by 1,365 · see citing works
Macy, E. M., Hayes, T. E., & Tracy, R. P. (1997) · Clinical Chemistry · doi:10.1093/clinchem/43.1.52 · Cited by 797 · see citing works
Interleukin-6 in Aging and Chronic Disease: A Magnificent Pathway
Maggio, M. G., Guralnik, J. M., Longo, D. L., & Ferrucci, L. (2006) · The Journals of Gerontology Series A · doi:10.1093/gerona/61.6.575 · Cited by 687 · see citing works
Self-citationChida, Y., & Hamer, M. (2008) · Psychological Bulletin · doi:10.1037/a0013342 · Cited by 667 · see citing works
Gimeno, D., Kivimäki, M., Brunner, E. J., Elovainio, M., De Vogli, R., Steptoe, A., Kumari, M., Lowe, G. D. O., Rumley, A., Marmot, M. G., et al. (2009) · Psychological Medicine · doi:10.1017/s0033291708003723 · Cited by 561 · see citing works
Heritability of Cardiovascular and Personality Traits in 6,148 Sardinians
Pilia, G., Chen, W., Scuteri, A., Orrù, M., Albai, G., Dei, M., Lai, S., Usala, G., Lai, M., Loi, P., et al. (2006) · PLoS Genetics · doi:10.1371/journal.pgen.0020132 · Cited by 543 · see citing works
Self-citationPenninx, B. W. J. H., Kritchevsky, S. B., Yaffe, K. S., Newman, A. B., Simonsick, E. M., Rubin, S. M., Ferrucci, L., Harris, T. B., & Pahor, M. (2003) · Biological Psychiatry · doi:10.1016/s0006-3223(02)01811-5 · Cited by 530 · see citing works
Self-citationTerracciano, A., McCrae, R. R., Brant, L. J., & Costa, P. T. (2005) · Psychology and Aging · doi:10.1037/0882-7974.20.3.493 · Cited by 500 · see citing works
Self-citationHealth Psychology: Why Do Some People Get Sick and Some Stay Well?
Adler, N. E., & Matthews, K. A. (1994) · Annual Review of Psychology · doi:10.1146/annurev.ps.45.020194.001305 · Cited by 489 · see citing works
Five-Factor Model personality profiles of drug users
Terracciano, A., Löckenhoff, C. E., Crum, R. M., Bienvenu, O. J., & Costa, P. T. (2008) · BMC Psychiatry · doi:10.1186/1471-244x-8-22 · Cited by 424 · see citing works
Self-citationHealth Status and the Five-factor Personality Traits in a Nationally Representative Sample
Goodwin, R. D., & Friedman, H. S. (2006) · Journal of Health Psychology · doi:10.1177/1359105306066610 · Cited by 421 · see citing works
A prospective evaluation of the directionality of the depression–inflammation relationship
Stewart, J. C., Rand, K. L., Muldoon, M. F., & Kamarck, T. W. (2009) · Brain, Behavior, and Immunity · doi:10.1016/j.bbi.2009.04.011 · Cited by 390 · see citing works
Inflammatory markers in late-life depression: Results from a population-based study
Bremmer, M. A., Beekman, A. T. F., Deeg, D. J. H., Penninx, B. W. J. H., Dik, M. G., Hack, C. E., & Hoogendijk, W. J. G. (2007) · Journal of Affective Disorders · doi:10.1016/j.jad.2007.07.002 · Cited by 326 · see citing works
Personality and career success: Concurrent and longitudinal relations
Sutin, A. R., Costa, P. T., Miech, R. A., & Eaton, W. W. (2009) · European Journal of Personality · doi:10.1002/per.704 · Cited by 283 · see citing works
Self-citationRohleder, N., Marin, T. J., Ma, R., & Miller, G. E. (2009) · Journal of Clinical Oncology · doi:10.1200/jco.2008.18.7435 · Cited by 252 · see citing works
Personality Predictors of Longevity: Activity, Emotional Stability, and Conscientiousness
Terracciano, A., Löckenhoff, C. E., Zonderman, A. B., Ferrucci, L., & Costa, P. T. (2008) · Psychosomatic Medicine · doi:10.1097/psy.0b013e31817b9371 · Cited by 242 · see citing works
Self-citationMartin, L. R., Friedman, H. S., & Schwartz, J. E. (2007) · Health Psychology · doi:10.1037/0278-6133.26.4.428 · Cited by 233 · see citing works
Facets of Personality Linked to Underweight and Overweight
Terracciano, A., Sutin, A. R., McCrae, R. R., Deiana, B., Ferrucci, L., Schlessinger, D., Uda, M., & Costa, P. T. (2009) · Psychosomatic Medicine · doi:10.1097/psy.0b013e3181a2925b · Cited by 198 · see citing works
Self-citationMiller, G. E., Rohleder, N., & Cole, S. W. (2009) · Psychosomatic Medicine · doi:10.1097/psy.0b013e318190d7de · Cited by 197 · see citing works
Personality and Marital Adjustment: Utility of the Five-Factor Model of Personality
Bouchard, G., Lussier, Y., & Sabourin, S. (1999) · Journal of Marriage and the Family · doi:10.2307/353567 · Cited by 188 · see citing works
Personality and Mortality in Old Age
Wilson, R. S., Mendes de Leon, C. F., Bienias, J. L., Evans, D. A., & Bennett, D. A. (2004) · The Journals of Gerontology: Series B · doi:10.1093/geronb/59.3.p110 · Cited by 182 · see citing works
The multiple linkages of personality and disease
Friedman, H. S. (2008) · Brain, Behavior, and Immunity · doi:10.1016/j.bbi.2007.09.004 · Cited by 154 · see citing works
Marsland, A. L., Prather, A. A., Petersen, K. L., Cohen, S., & Manuck, S. B. (2008) · Brain Behavior and Immunity · doi:10.1016/j.bbi.2007.11.008 · Cited by 138 · see citing works
Sjögren, E., Leanderson, P., Kristenson, M., & Ernerudh, J. (2005) · Brain Behavior and Immunity · doi:10.1016/j.bbi.2005.08.001 · Cited by 135 · see citing works
Gender, race/ethnicity, personality, and interleukin-6 in urban primary care patients
Chapman, B. P., Khan, A., Harper, M., Stockman, D., Fiscella, K., Walton, J., Duberstein, P., Talbot, N., Lyness, J. M., & Moynihan, J. (2009) · Brain, Behavior, and Immunity · doi:10.1016/j.bbi.2008.12.009 · Cited by 103 · see citing works
Zobel, A. W., Barkow, K., Schulze‐Rauschenbach, S., von Widdern, O., Metten, M., Pfeiffer, U., Schnell, S., Wagner, M., & Maier, W. (2004) · Acta Psychiatrica Scandinavica · doi:10.1111/j.1600-0447.2004.00313.x · Cited by 101 · see citing works
Emotional style, nasal cytokines, and illness expression after experimental rhinovirus exposure
Doyle, W. J., Gentile, D. A., & Cohen, S. (2005) · Brain Behavior and Immunity · doi:10.1016/j.bbi.2005.05.005 · Cited by 100 · see citing works
Reciprocal Influences of Personality and Job Characteristics Across Middle Adulthood
Sutin, A. R., & Costa, P. T. (2010) · Journal of Personality · doi:10.1111/j.1467-6494.2009.00615.x · Cited by 95 · see citing works
Self-citationLöckenhoff, C. E., Sutin, A. R., Ferrucci, L., & Costa, P. T. (2008) · Journal of Research in Personality · doi:10.1016/j.jrp.2008.05.006 · Cited by 85 · see citing works
Self-citationDavidson, K. W., Schwartz, J. E., Kirkland, S., Mostofsky, E., Fink, D. L., Guernsey, D. L., & Shimbo, D. (2009) · The American Journal of Cardiology · doi:10.1016/j.amjcard.2008.11.035 · Cited by 80 · see citing works
Cortisol and ACTH responses to the Dex/CRH Test: Influence of temperament
Tyrka, A. R., Wier, L. M., Price, L. H., Rikhye, K., Ross, N. S., Anderson, G. M., Wilkinson, C. W., & Carpenter, L. L. (2008) · Hormones and Behavior · doi:10.1016/j.yhbeh.2007.12.004 · Cited by 71 · see citing works
Terracciano, A. (2003) · Personality and Individual Differences · doi:10.1016/s0191-8869(03)00035-7 · Cited by 70 · see citing works
Self-citationPrather, A. A., Marsland, A. L., Muldoon, M. F., & Manuck, S. B. (2007) · Brain Behavior and Immunity · doi:10.1016/j.bbi.2007.04.009 · Cited by 57 · see citing works
Mangold, D. L., & Wand, G. S. (2006) · Biological Psychiatry · doi:10.1016/j.biopsych.2006.03.049 · Cited by 43 · see citing works
Personality Traits in Sardinia: Testing Founder Population Effects on Trait Means and Variances
Costa, P. T., Terracciano, A., Uda, M., Vacca, L., Mameli, C., Pilia, G., Zonderman, A. B., Lakatta, E. G., Schlessinger, D., & McCrae, R. R. (2006) · Behavior Genetics · doi:10.1007/s10519-006-9103-6 · Cited by 28 · see citing works
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Miller, A. H., Haroon, E., Raison, C. L., & Felger, J. C. (2013) · Depression and Anxiety · doi:10.1002/da.22084 · Cited by 892 · see citing works
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“For instance, higher levels of the inflammatory marker Interleukin (IL)-6 have recently been linked to lower Conscientiousness [65, 66].”
BackgroundTuriano, N. A., Mroczek, D. K., Moynihan, J., & Chapman, B. P. (2013) · Brain, Behavior, and Immunity · doi:10.1016/j.bbi.2012.10.020 · Cited by 206 · see citing works
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Luchetti, M., Barkley, J. M., Stephan, Y., Terracciano, A., & Sutin, A. R. (2014) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2014.08.014 · Cited by 162 · see citing works
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Courtet, P., Giner, L., Seneque, M., Guillaume, S., Olie, E., & Ducasse, D. (2016) · The World Journal of Biological Psychiatry · doi:10.3109/15622975.2015.1054879 · Cited by 146 · see citing works
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Terracciano, A., Iacono, D., O’Brien, R. J., Troncoso, J. C., An, Y., Sutin, A. R., Ferrucci, L., Zonderman, A. B., & Resnick, S. M. (2013) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2012.08.008 · Cited by 113 · see citing works
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Sutin, A. R., Terracciano, A., Deiana, B., Uda, M., Schlessinger, D., Lakatta, E. G., & Costa Jr., P. T. (2010) · Biological Psychology · doi:10.1016/j.biopsycho.2010.01.012 · Cited by 109 · see citing works
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Isung, J., Aeinehband, S., Mobarrez, F., Nordström, P., Runeson, B., Åsberg, M., Piehl, F., & Jokinen, J. (2014) · Translational Psychiatry · doi:10.1038/tp.2014.113 · Cited by 85 · see citing works
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Hagger-Johnson, G., Roberts, B., Boniface, D., Sabia, S., Batty, G. D., Elbaz, A., Singh-Manoux, A., & Deary, I. J. (2012) · Psychosomatic Medicine · doi:10.1097/psy.0b013e31825c85ca · Cited by 63 · see citing works
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“An important limitation is that the measure of neuroticism used in this study primarily taps the anxiety facet of this trait [30].”
BackgroundArmon, G., Melamed, S., Shirom, A., Berliner, S., & Shapira, I. (2013) · Personality and Individual Differences · doi:10.1016/j.paid.2012.11.035 · Cited by 54 · see citing works
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- Authors
- Sutin, A. R., Terracciano, A., Deiana, B., Naitza, S., Ferrucci, L., Uda, M., Schlessinger, D., & Costa, P. T.
- Affiliations
- National Institutes of Health (US)
- Institute of Genetic and Biomedical Research (IT)
- Corresponding author
- Sutin, A. R.
- Venue
- Psychological Medicine
- Publisher
- Cambridge University Press (CUP)
- Published
- 2009-12-09
- Volume
- 40
- Issue
- 9
- Pages
- 1485-1493
- ISSN
- 0033-2917 (ISSN-L)
- 1469-8978
- PMC
- PMC2933046
- OpenAlex
- W1984678874
- Cited by
- 244
- References
- 40
- Citations by year
- 2026: 7 · 2025: 6 · 2024: 11 · 2023: 16 · 2022: 18 · 2021: 15 · 2020: 19 · 2019: 14 · 2018: 20 · 2017: 20 · 2016: 12 · 2015: 13 · 2014: 18 · 2013: 17 · 2012: 19
- FWCI
- 13.42
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Psychological Medicine (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- University of Vermont
- University of Cambridge
- National Institutes of Health (Z99 AG999999)
- National Institute on Aging (ZIAAG000180, ZIAAG000197, ZIAAG000183)
- Topics
- Social Sciences › Psychology › Clinical Psychology › Personality Traits and Psychology
- Life Sciences › Neuroscience › Biological Psychiatry › Tryptophan and brain disorders
- Life Sciences › Neuroscience › Behavioral Neuroscience › Stress Responses and Cortisol
- Keywords
- neuroticism, conscientiousness, interleukin-6, personality traits, chronic inflammation, C-reactive protein, impulsivity, smoking, body weight
- MeSH terms
- Adolescent, Adult, Aged, Aged, 80 and over, C-Reactive Protein, Female, Health Status, Humans, Impulsive Behavior, Inflammation, Italy, Male, Middle Aged, Neurotic Disorders, Personality, Biomarkers, Health Behavior, Interleukin-6, Logistic Models
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