Inflammation, Obesity, and Metabolic Syndrome in Depression: Analysis of the 2009-2010 National Health and Nutrition Examination Survey (NHANES)
Open accessAbstract
OBJECTIVE: To describe the rates of elevated inflammation, obesity, and metabolic syndrome (MetS) within a large cohort of individuals with depression and to examine the interrelationships of inflammation and MetS in depressed individuals. METHOD: Analyses were conducted on study participants from the 2009-2010 National Health and Nutrition Examination Survey (NHANES) with Patient Health Questionnaire (PHQ-9) depression scores ≥ 10 to (1) examine the relationship of inflammation (C-reactive protein; CRP) with demographic and clinical characteristics and (2) examine the prevalence of MetS criteria within CRP groups. RESULTS: 5,579 participants provided PHQ-9 data; of those, 606 had PHQ-9 scores ≥ 10 and were included in further analysis. Of the 606 depressed participants, 585 participants had valid CRP data; 275 participants (47.01%) had CRP levels ≥ 3.0 mg/L, while 170 (29.06%) had CRP levels ≥ 5.0 mg/L. Elevated inflammation was significantly correlated with body weight, waist circumference, body mass index, insulin, 2-hour glucose tolerance, and self-report general health (P values < .05). 112 subjects (41.18%) met American Heart Association/National Heart, Lung, and Blood Institute criteria for MetS. Those with elevated CRP were more likely to meet criteria for MetS (odds ratios of 2.81 for those with CRP levels ≥ 3.0 mg/L and 1.94 for those with CRP levels ≥ 5.0 mg/L). CONCLUSIONS: Over 29% of depressed individuals had elevated levels of CRP, and 41% met criteria for MetS. Individuals with elevated inflammation are more likely to be obese and meet criteria for MetS. These results highlight the significant inflammatory and metabolic burden of individuals with depression.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Only 33-47% of depressed individuals show elevated peripheral inflammation markers.
“For example, only 33–47% of depressed individuals demonstrate elevated peripheral markers of inflammation (Raison and Miller, 2011; Rethorst et al., 2014).”
From The role of inflammation in core features of depression: Insights from paradigms using exogenously-induced inflammation. (2018) · cites this paper as Rethorst et al., 2014
Metabolic disorders such as obesity and diabetes are associated with elevated rates of depression and share risk factors such as social and traumatic stress.
“Metabolic disorders such as obesity and diabetes are associated with elevated rates of depression and share risk factors such as social and traumatic stress78–82,83(Figure 4).”
From Synaptic plasticity and depression: new insights from stress and rapid-acting antidepressants (2016) · cites this paper as [83]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
The PHQ-9: Validity of a brief depression severity measure
Kroenke, K., Spitzer, R. L., & Williams, J. B. W. (2001) · Journal of General Internal Medicine · doi:10.1046/j.1525-1497.2001.016009606.x · Cited by 44,910 · see citing works
Grundy, S. M., Cleeman, J. I., Daniels, S. R., Donato, K. A., Eckel, R. H., Franklin, B. A., Gordon, D. J., Krauss, R. M., Savage, P. J., Smith, S. C., et al. (2005) · Circulation · doi:10.1161/circulationaha.105.169404 · Cited by 11,961 · see citing works
Molecular Mechanisms of Depression: Perspectives on New Treatment Strategies
Lang, U. E., & Borgwardt, S. (2013) · Cellular Physiology and Biochemistry · doi:10.1159/000350094 · Cited by 8,501 · see citing works
Pearson, T. A., Mensah, G. A., Alexander, R. W., Anderson, J. L., Cannon, R. O., Criqui, M., Fadl, Y. Y., Fortmann, S. P., Hong, Y., Myers, G. L., et al. (2003) · Circulation · doi:10.1161/01.cir.0000052939.59093.45 · Cited by 6,401 · see citing works
Rush, A. J., Trivedi, M. H., Wisniewski, S. R., Nierenberg, A. A., Stewart, J. W., Warden, D., Niederehe, G., Thase, M. E., Lavori, P. W., Lebowitz, B. D., et al. (2006) · American Journal of Psychiatry · doi:10.1176/ajp.2006.163.11.1905 · Cited by 5,643 · see citing works
Self-citationLopez, A. D., Mathers, C. D., Ezzati, M., Jamison, D. T., & Murray, C. J. (2006) · The Lancet · doi:10.1016/s0140-6736(06)68770-9 · Cited by 5,630 · see citing works
A Meta-Analysis of Cytokines in Major Depression
Dowlati, Y., Herrmann, N., Swardfager, W., Liu, H., Sham, L., Reim, E. K., & Lanctôt, K. L. (2010) · Biological Psychiatry · doi:10.1016/j.biopsych.2009.09.033 · Cited by 4,729 · see citing works
Depression, chronic diseases, and decrements in health: results from the World Health Surveys
Moussavi, S., Chatterji, S., Verdes, E., Tandon, A., Patel, V., & Ustun, B. (2007) · The Lancet · doi:10.1016/s0140-6736(07)61415-9 · Cited by 4,070 · see citing works
Trivedi, M. H., Rush, A. J., Wisniewski, S. R., Nierenberg, A. A., Warden, D., Ritz, L., Norquist, G., Howland, R. H., Lebowitz, B., McGrath, P. J., et al. (2006) · American Journal of Psychiatry · doi:10.1176/appi.ajp.163.1.28 · Cited by 3,879 · see citing works
Self-citationPearsonT, A., MensahG, A., & AlexanderR, W. (2003) · Journal of Cardiopulmonary Rehabilitation · doi:10.1097/00008483-200305000-00016 · Cited by 2,937 · see citing works
Associations of depression with C-reactive protein, IL-1, and IL-6: a meta-analysis.
Howren, M. B., Lamkin, D. M., & Suls, J. (2009) · Psychosomatic Medicine · doi:10.1097/psy.0b013e3181907c1b · Cited by 2,766 · see citing works
Raison, C. L., Rutherford, R. E., Woolwine, B. J., Shuo, C., Schettler, P., Drake, D. F., Haroon, E., & Miller, A. H. (2013) · JAMA Psychiatry · doi:10.1001/2013.jamapsychiatry.4 · Cited by 1,617 · see citing works
The Economic Burden of Depression in the United States: How Did It Change Between 1990 and 2000?
Greenberg, P. E., Kessler, R. C., Birnbaum, H. G., Leong, S. A., Lowe, S. W., Berglund, P. A., & Corey-Lisle, P. K. (2003) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.v64n1211 · Cited by 1,280 · see citing works
Hannestad, J., DellaGioia, N., & Bloch, M. (2011) · Neuropsychopharmacology · doi:10.1038/npp.2011.132 · Cited by 914 · see citing works
Excess mortality in depression: a meta-analysis of community studies
Cuijpers, P. J., & Smit, F. (2002) · Journal of Affective Disorders · doi:10.1016/s0165-0327(01)00413-x · Cited by 774 · see citing works
Cytokine Production and Treatment Response in Major Depressive Disorder
Lanquillon, S. (2000) · Neuropsychopharmacology · doi:10.1016/s0893-133x(99)00134-7 · Cited by 735 · see citing works
Lamers, F., Vogelzangs, N., Merikangas, K. R., de Jonge, P., Beekman, A. T. F., & Penninx, B. W. J. H. (2013) · Molecular Psychiatry · doi:10.1038/mp.2012.144 · Cited by 691 · see citing works
Does Exercise Reduce Inflammation? Physical Activity and C-Reactive Protein Among U.S. Adults
Ford, E. S. (2002) · Epidemiology · doi:10.1097/00001648-200209000-00012 · Cited by 575 · see citing works
Mozumdar, A., & Liguori, G. A. (2010) · Diabetes Care · doi:10.2337/dc10-0879 · Cited by 551 · see citing works
Sedentary Behavior, Physical Activity, and the Metabolic Syndrome among U.S. Adults
Ford, E. S., Kohl, H. W., Mokdad, A. H., & Ajani, U. A. (2005) · Obesity Research · doi:10.1038/oby.2005.65 · Cited by 549 · see citing works
Antipsychotic medications: metabolic and cardiovascular risk.
Newcomer, J. W. (2007) · PubMed · Cited by 417 · see citing works
Weight gain and antidepressants.
Fava, M. (2000) · PubMed · Cited by 384 · see citing works
Kinder, L. S., Carnethon, M. R., Palaniappan, L. P., King, A. C., & Fortmann, S. P. (2004) · Psychosomatic Medicine · doi:10.1097/01.psy.0000124755.91880.f4 · Cited by 365 · see citing works
Mikovа, O. E., Yakimova, R., Bosmans, E., Kenis, G., & Maes, M. H. J. (2001) · European Neuropsychopharmacology · doi:10.1016/s0924-977x(01)00081-5 · Cited by 299 · see citing works
Pro-inflammatory cytokines and treatment response to escitaloprsam in major depressive disorder
Eller, T., Vasar, V., Shlik, J., & Maron, E. (2008) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2007.09.015 · Cited by 290 · see citing works
Lamers, F., de Jonge, P., Nolen, W. A., Smit, J. H., Zitman, F. G., Beekman, A. T. F., & Penninx, B. W. J. H. (2010) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.09m05398blu · Cited by 264 · see citing works
Depressive symptoms and metabolic syndrome: is inflammation the underlying link?
Capuron, L., Su, S., Miller, A. H., Bremner, J. D., Goldberg, J., Vogt, G. J., Maisano, C., Jones, L., Murrah, N. V., & Vaccarino, V. (2008) · Biological Psychiatry · doi:10.1016/j.biopsych.2008.05.019 · Cited by 219 · see citing works
Rethorst, C. D., Toups, M. S. P., GREER, T. L., Nakonezny, P. A., Carmody, T. J., Grannemann, B. D., Huebinger, R. M., Barber, R. C., & Trivedi, M. H. (2012) · Molecular Psychiatry · doi:10.1038/mp.2012.125 · Cited by 211 · see citing works
Self-citationMetabolic Syndrome Predisposes to Depressive Symptoms
Koponen, H., Jokelainen, J. J., Keinanen-Kiukaanniemi, S. M., Kumpusalo, E. A., & Vanhala, M. J. (2008) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.v69n0202 · Cited by 177 · see citing works
Goldbacher, E. M., Bromberger, J. T., & Matthews, K. A. (2009) · Psychosomatic Medicine · doi:10.1097/psy.0b013e318197a4d5 · Cited by 167 · see citing works
Sluzewska, A., Sobieska, M., & Rybakowski, J. K. (2008) · Neuropsychobiology · doi:10.1159/000119332 · Cited by 134 · see citing works
Using epidemiological data to model efficiency in reducing the burden of depression
Andrews, G., Sanderson, K., Corry, J., & Lapsley, H. M. (2000) · The Journal of Mental Health Policy and Economics · doi:10.1002/mhp.96 · Cited by 110 · see citing works
Effects of serum brain derived neurotrophic factor on exercise augmentation treatment of depression.
Toups, M. S. P., Greer, T. L., Kurian, B. T., Grannemann, B. D., Carmody, T. J., Huebinger, R., Rethorst, C., & Trivedi, M. H. (2011) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2011.05.002 · Cited by 85 · see citing works
Gender differences in stimulated cytokine production following acute psychological stress
Prather, A. A., Carroll, J., Fury, J. M., McDade, K. K., Ross, D. C., & Marsland, A. L. (2008) · Brain Behavior and Immunity · doi:10.1016/j.bbi.2008.11.004 · Cited by 80 · see citing works
Mehta, D., Raison, C. L., Woolwine, B. J., Haroon, E., Binder, E. B., Miller, A. H., & Felger, J. C. (2013) · Brain, Behavior, and Immunity · doi:10.1016/j.bbi.2013.04.004 · Cited by 74 · see citing works
Benedetti, F., Lucca, A., Brambilla, F., Colombo, C., & Smeraldi, E. (2002) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/s0278-5846(02)00255-5 · Cited by 73 · see citing works
Chou, K., & Yu, K.-M. (2013) · Depression and Anxiety · doi:10.1002/da.22098 · Cited by 36 · see citing works
Rethorst, C. D., Moynihan, J. A., Lyness, J. M., Heffner, K. L., & Chapman, B. P. (2011) · Psychosomatic Medicine · doi:10.1097/psy.0b013e3182108412 · Cited by 28 · see citing works
Self-citation
Flagged first, then by citations
Cited by
Sorted by citations
Synaptic plasticity and depression: new insights from stress and rapid-acting antidepressants
Duman, R. S., Aghajanian, G. K., Sanacora, G., & Krystal, J. H. (2016) · Nature Medicine · doi:10.1038/nm.4050 · Cited by 1,750 · see citing works
Vancampfort, D., Stubbs, B., Mitchell, A. J., De Hert, M., Wampers, M., Ward, P. B., Rosenbaum, S., & Correll, C. U. (2015) · World Psychiatry · doi:10.1002/wps.20252 · Cited by 1,271 · see citing works
Inflammation: Depression Fans the Flames and Feasts on the Heat
Kiecolt-Glaser, J. K., Derry, H. M., & Fagundes, C. P. (2015) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2015.15020152 · Cited by 844 · see citing works
Holmes, S. E., Hinz, R., Conen, S., Gregory, C. J., Matthews, J. C., Anton-Rodriguez, J. M., Gerhard, A., & Talbot, P. S. (2018) · Biological Psychiatry · doi:10.1016/j.biopsych.2017.08.005 · Cited by 346 · see citing works
Jha, M. K., Minhajuddin, A., Gadad, B. S., Greer, T., Grannemann, B., Soyombo, A., Mayes, T. L., Rush, A. J., & Trivedi, M. H. (2017) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2017.01.023 · Cited by 206 · see citing works
Self-citationDooley, L. N., Kuhlman, K. R., Robles, T. F., Eisenberger, N. I., Craske, M. G., & Bower, J. E. (2018) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2018.09.006 · Cited by 176 · see citing works
Plasma lipidomics reveals potential lipid markers of major depressive disorder
Liu, X., Li, J., Zheng, P., Zhao, X., Zhou, C., Hu, C., Hou, X., Wang, H., Xie, P., & Xu, G. (2016) · Analytical and Bioanalytical Chemistry · doi:10.1007/s00216-016-9768-5 · Cited by 148 · see citing works
Ouakinin, S. R. S., Barreira, D. P., & Gois, C. J. (2018) · Frontiers in Endocrinology · doi:10.3389/fendo.2018.00431 · Cited by 125 · see citing works
“Higher levels of pro-inflammatory cytokines, Interleukin−1 beta (IL-1β), IL-6 and TNF-α were found in the blood or in the brain of these patients (21, 27, 28).”
BackgroundOsimo, E. F., Cardinal, R. N., Jones, P. B., & Khandaker, G. M. (2018) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2018.02.031 · Cited by 124 · see citing works
Wang, Y., Xu, J., Liu, Y., Li, Z., & Li, X. (2018) · Neural Plasticity · doi:10.1155/2018/7254016 · Cited by 71 · see citing works
Mao, R., Zhang, C., Chen, J., Zhao, G., Zhou, R., Wang, F., Xu, J., Yang, T., Su, Y., Huang, J., et al. (2018) · Journal of Affective Disorders · doi:10.1016/j.jad.2018.04.115 · Cited by 68 · see citing works
Transcriptomic predictors of inflammation-induced depressed mood
Cho, J. H.-J., Irwin, M. R., Eisenberger, N. I., Lamkin, D. M., & Cole, S. W. (2019) · Neuropsychopharmacology · doi:10.1038/s41386-019-0316-9 · Cited by 54 · see citing works
Gan, Z., Wu, X., Liao, Y., Wu, Y., He, Z., Yang, Z., & Zhang, Q. (2019) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2018.12.239 · Cited by 20 · see citing works
- Authors
- Rethorst, C. D., Bernstein, I., & Trivedi, M. H.
- Affiliations
- The University of Texas Southwestern Medical Center (US)
- Venue
- The Journal of Clinical Psychiatry
- Publisher
- Physicians Postgraduate Press, Inc
- Published
- 2014-12-24
- Volume
- 75
- Issue
- 12
- Pages
- e1428-e1432
- ISSN
- 0160-6689 (ISSN-L)
- PMC
- PMC4309548
- OpenAlex
- W2021581084
- Cited by
- 152
- References
- 38
- Citations by year
- 2026: 10 · 2025: 10 · 2024: 9 · 2023: 9 · 2022: 10 · 2021: 14 · 2020: 13 · 2019: 18 · 2018: 22 · 2017: 11 · 2016: 17 · 2015: 9
- FWCI
- 9.34
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- The Journal of Clinical Psychiatry (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- American Heart Association
- National Heart, Lung, and Blood Institute
- National Institute of Mental Health (K01MH097847)
- Topics
- Health Sciences › Medicine › Epidemiology › Adipokines, Inflammation, and Metabolic Diseases
- Life Sciences › Neuroscience › Biological Psychiatry › Tryptophan and brain disorders
- Life Sciences › Neuroscience › Behavioral Neuroscience › Stress Responses and Cortisol
- Keywords
- depression, inflammation, C-reactive protein, metabolic syndrome, obesity, body mass index, waist circumference, insulin, glucose tolerance, NHANES, PHQ-9
- MeSH terms
- Adolescent, Adult, C-Reactive Protein, Depressive Disorder, Major, Major Depressive Disorder, Female, Humans, Inflammation, Male, Middle Aged, Nutrition Surveys, Obesity, Risk Factors, United States, Prevalence, Metabolic Syndrome, Young Adult
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review