Blood gene expression profiles suggest altered immune function associated with symptoms of generalized anxiety disorder
Open accessAbstract
Prospective epidemiological studies found that generalized anxiety disorder (GAD) can impair immune function and increase risk for cardiovascular disease or events. Mechanisms underlying the physiological reverberations of anxiety, however, are still elusive. Hence, we aimed to investigate molecular processes mediating effects of anxiety on physical health using blood gene expression profiles of 336 community participants (157 anxious and 179 control). We examined genome-wide differential gene expression in anxiety, as well as associations between nine major modules of co-regulated transcripts in blood gene expression and anxiety. No significant differential expression was observed in women, but 631 genes were differentially expressed between anxious and control men at the false discovery rate of 0.1 after controlling for age, body mass index, race, and batch effect. Gene set enrichment analysis (GSEA) revealed that genes with altered expression levels in anxious men were involved in response of various immune cells to vaccination and to acute viral and bacterial infection, and in a metabolic network affecting traits of metabolic syndrome. Further, we found one set of 260 co-regulated genes to be significantly associated with anxiety in men after controlling for the relevant covariates, and demonstrate its equivalence to a component of the stress-related conserved transcriptional response to adversity profile. Taken together, our results suggest potential molecular pathways that can explain negative effects of GAD observed in epidemiological studies. Remarkably, even mild anxiety, which most of our participants had, was associated with observable changes in immune-related gene expression levels. Our findings generate hypotheses and provide incremental insights into molecular mechanisms mediating negative physiological effects of GAD.
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Within a community sample of individuals with and without GAD, only males with GAD showed changes in immune-related gene expression compared with controls.
“Within a community sample of individuals with and without GAD, Wingo and Gibson (2015) found that only males with GAD showed changes in immune-related gene expression compared with controls (Wingo and Gibson, 2015).”
From Inflammation in Fear- and Anxiety-Based Disorders: PTSD, GAD, and Beyond (2017) · cites this paper as Wingo and Gibson, 2015
The Abstract reports differential expression of 631 genes in anxious men but none significant in women, and links the altered genes to immune responses. However, Methods §2.2 defines the groups by GAD-7 symptom scores, not by confirmed GAD diagnoses; describing them as individuals with and without GAD overstates what was measured. (LLM, conf=0.88)
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Cites
Subramanian, A., Tamayo, P., Mootha, V. K., Mukherjee, S., Ebert, B. L., Gillette, M. A., Paulovich, A., Pomeroy, S. L., Golub, T. R., Lander, E. S., et al. (2005) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0506580102 · Cited by 53,625 · see citing works
An inventory for measuring depression
BECK, A. T. (1961) · Archives of General Psychiatry · doi:10.1001/archpsyc.1961.01710120031004 · Cited by 38,032 · see citing works
A Global Measure of Perceived Stress
Cohen, S., Kamarck, T., & Mermelstein, R. (1983) · Journal of Health and Social Behavior · doi:10.2307/2136404 · Cited by 32,807 · see citing works
A Brief Measure for Assessing Generalized Anxiety Disorder: The GAD-7
Spitzer, R. L., Kroenke, K., Williams, J. B. W., & Löwe, B. (2006) · Archives of Internal Medicine · doi:10.1001/archinte.166.10.1092 · Cited by 31,765 · see citing works
Kessler, R. C., Berglund, P., Demler, O., Jin, R., Merikangas, K. R., & Walters, E. E. (2005) · Archives of General Psychiatry · doi:10.1001/archpsyc.62.6.593 · Cited by 20,391 · see citing works
Mootha, V. K., Lindgren, C. M., Eriksson, K.-F., Subramanian, A., Sihag, S., Lehar, J., Puigserver, P., Carlsson, E., Ridderstråle, M., Laurila, E., et al. (2003) · Nature Genetics · doi:10.1038/ng1180 · Cited by 10,197 · see citing works
Löwe, B., Decker, O., Müller, S., Brähler, E., Schellberg, D., Herzog, W., & Herzberg, P. Y. (2008) · Medical Care · doi:10.1097/mlr.0b013e318160d093 · Cited by 4,527 · see citing works
Identifying differentially expressed genes using false discovery rate controlling procedures
Reiner, A., Yekutieli, D., & Benjamini, Y. (2003) · Bioinformatics · doi:10.1093/bioinformatics/btf877 · Cited by 1,765 · see citing works
Psychological Stress and Susceptibility to the Common Cold
Cohen, S., Tyrrell, D. A. J., & Smith, A. P. (1991) · New England Journal of Medicine · doi:10.1056/nejm199108293250903 · Cited by 1,712 · see citing works
Variations in DNA elucidate molecular networks that cause disease
Chen, Y., Zhu, J., Lum, P. Y., Yang, X., Pinto, S., MacNeil, D. J., Zhang, C., Lamb, J., Edwards, S., Sieberts, S. K., et al. (2008) · Nature · doi:10.1038/nature06757 · Cited by 887 · see citing works
Anxiety and Risk of Incident Coronary Heart Disease
Roest, A. M., Martens, E. J., de Jonge, P., & Denollet, J. (2010) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2010.03.034 · Cited by 865 · see citing works
Systems biology of vaccination for seasonal influenza in humans
Nakaya, H. I., Wrammert, J., Lee, E. K., Racioppi, L., Marie-Kunze, S., Haining, W. N., Means, A. R., Kasturi, S. P., Khan, N., Li, G., et al. (2011) · Nature Immunology · doi:10.1038/ni.2067 · Cited by 812 · see citing works
A Modular Analysis Framework for Blood Genomics Studies: Application to Systemic Lupus Erythematosus
Chaussabel, D., Quinn, C., Shen, J., Patel, P., Glaser, C., Baldwin, N., Stichweh, D., Blankenship, D., Li, L., Munagala, I., et al. (2008) · Immunity · doi:10.1016/j.immuni.2008.05.012 · Cited by 649 · see citing works
A functional genomic perspective on human well-being
Fredrickson, B. L., Grewen, K. M., Coffey, K. A., Algoe, S. B., Firestine, A. M., Arevalo, J. M. G., Ma, J., & Cole, S. W. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1305419110 · Cited by 512 · see citing works
Chronic stress in elderly carers of dementia patients and antibody response to influenza vaccination
Vedhara, K., Cox, N. K., Wilcock, G. K., Perks, P., Hunt, M., Anderson, S., Lightman, S. L., & Shanks, N. M. (1999) · The Lancet · doi:10.1016/s0140-6736(98)06098-x · Cited by 496 · see citing works
Gene expression patterns in blood leukocytes discriminate patients with acute infections
Ramilo, O., Allman, W., Chung, W. K., Mejías, A., Ardura, M. I., Glaser, C., Wittkowski, K. M., Piqueras, B., Banchereau, J., Palucka, K., et al. (2006) · Blood · doi:10.1182/blood-2006-02-002477 · Cited by 474 · see citing works
Anxiety disorders and inflammation in a large adult cohort
Vogelzangs, N., Beekman, A. T. F., de Jonge, P., & Penninx, B. W. J. H. (2013) · Translational Psychiatry · doi:10.1038/tp.2013.27 · Cited by 458 · see citing works
Cole, S. W. (2014) · PLoS Genetics · doi:10.1371/journal.pgen.1004601 · Cited by 415 · see citing works
Sareen, J., Cox, B. J., Clara, I., & Asmundson, G. J. G. (2005) · Depression and Anxiety · doi:10.1002/da.20072 · Cited by 389 · see citing works
Stress-Induced Immune Dysregulation: Implications for Wound Healing, Infectious Disease and Cancer
Godbout, J. P., & Glaser, R. (2006) · Journal of Neuroimmune Pharmacology · doi:10.1007/s11481-006-9036-0 · Cited by 385 · see citing works
Stress-induced modulation of the immune response to recombinant hepatitis B vaccine.
Glaser, R., Kiecolt‐Glaser, J. K., Bonneau, R. H., Malarkey, W. B., Kennedy, S., & Hughes, J. (1992) · Psychosomatic Medicine · doi:10.1097/00006842-199201000-00005 · Cited by 354 · see citing works
Ruiz, M. A., Zamorano, E., García-Campayo, J., Pardo, A., Freire, O., & Rejas, J. (2011) · Journal of Affective Disorders · doi:10.1016/j.jad.2010.07.010 · Cited by 298 · see citing works
Chronic Stress Modulates the Immune Response to a Pneumococcal Pneumonia Vaccine
Glaser, R., Sheridan, J., Malarkey, W. B., MacCallum, R. C., & Kiecolt-Glaser, J. K. (2000) · Psychosomatic Medicine · doi:10.1097/00006842-200011000-00010 · Cited by 295 · see citing works
Positive regulation of immune cell function and inflammatory responses by phosphatase PAC-1
Jeffrey, K. L., Brummer, T., Rolph, M. S., Liu, S. M., Callejas, N. A., Grumont, R. J., Gilliéron, C., Mackay, F., Grey, S. T., Camps, M., et al. (2006) · Nature Immunology · doi:10.1038/ni1310 · Cited by 270 · see citing works
Early-Onset Depression, Anxiety, and Risk of Subsequent Coronary Heart Disease
Janszky, I., Ahnve, S., Lundberg, I., & Hemmingsson, T. (2010) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2010.03.033 · Cited by 260 · see citing works
Martens, E. J., de Jonge, P., Na, B., Cohen, B. E., Lett, H. S., & Whooley, M. A. (2010) · Archives of General Psychiatry · doi:10.1001/archgenpsychiatry.2010.74 · Cited by 235 · see citing works
Transcriptional modulation of the developing immune system by early life social adversity
Cole, S. W., Conti, G., Arevalo, J. M. G., Ruggiero, A. M., Heckman, J. J., & Suomi, S. J. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1218253109 · Cited by 207 · see citing works
Miller, G. E., Cohen, S., Pressman, S. D., Barkin, A. L., Rabin, B. S., & Treanor, J. J. (2004) · Psychosomatic Medicine · doi:10.1097/01.psy.0000116718.54414.9e · Cited by 181 · see citing works
Stone, A. A., Bovbjerg, D. H., Neale, J. M., Napoli, A. M., Valdimarsdottir, H. B., Cox, D., Hayden, F. G., & Gwaltney, J. M. (1992) · Behavioral Medicine · doi:10.1080/08964289.1992.9936961 · Cited by 169 · see citing works
Supervised normalization of microarrays
Mecham, B. H., Nelson, P. S., & Storey, J. D. (2010) · Bioinformatics · doi:10.1093/bioinformatics/btq118 · Cited by 130 · see citing works
Vaccarino, V., Shah, A. J., Rooks, C. R., Ibeanu, I., Nye, J. A., Pimple, P. M., Salerno, A., D’Marco, L., Karohl, C., Bremner, J. D., et al. (2014) · Psychosomatic Medicine · doi:10.1097/psy.0000000000000045 · Cited by 127 · see citing works
Fulcher, J. A., Hashimi, S. T., Levroney, E. L., et al. (2006) · The Journal of Immunology · doi:10.4049/jimmunol.177.1.216 · Cited by 121 · see citing works
Burns, V. E., Drayson, M. T., Ring, C., & Carroll, D. (2002) · Psychosomatic Medicine · doi:10.1097/01.psy.0000038936.67401.28 · Cited by 120 · see citing works
Impairment of several immune functions in anxious women
Arranz, L., Guayerbas, N., & la Fuente, M. D. (2006) · Journal of Psychosomatic Research · doi:10.1016/j.jpsychores.2006.07.030 · Cited by 107 · see citing works
Morag, M., Morag, A., Reichenberg, A., Lerer, B., & Yirmiya, R. (1999) · Journal of Psychiatric Research · doi:10.1016/s0022-3956(99)00010-2 · Cited by 92 · see citing works
Persistent Stress as a Predictor of Genital Herpes Recurrence
Cohen, F., Kemeny, M. E., Kearney, K. A., Zegans, L. S., Neuhaus, J. M., & Conant, M. A. (1999) · Archives of Internal Medicine · doi:10.1001/archinte.159.20.2430 · Cited by 91 · see citing works
Blood-informative transcripts define nine common axes of peripheral blood gene expression
Preininger, M., Arafat, D., Kim, J., Nath, A. P., Idaghdour, Y., Brigham, K. L., & Gibson, G. (2013) · PLoS Genetics · doi:10.1371/journal.pgen.1003362 · Cited by 59 · see citing works
Self-citationHuman dendritic cell subsets in vaccination
Palucka, K., & Banchereau, J. (2013) · Current Opinion in Immunology · doi:10.1016/j.coi.2013.05.001 · Cited by 57 · see citing works
Psychosocial factors associated with diet quality in a working adult population
Ferranti, E. P., Dunbar, S. B., Higgins, M. K., Dai, J., Ziegler, T. R., Frediani, J. K., Reilly, C. M., & Brigham, K. L. (2013) · Research in Nursing & Health · doi:10.1002/nur.21532 · Cited by 43 · see citing works
Borgeraas, H., Hertel, J. K., Svingen, G. F. T., Seifert, R., Pedersen, E. R., Schartum-Hansen, H., Hjelmesaeth, J. S., & Nygard, O. K. (2014) · BMC Cardiovascular Disorders · doi:10.1186/1471-2261-14-68 · Cited by 27 · see citing works
Nath, A. P., Arafat, D., & Gibson, G. C. (2012) · Frontiers in Genetics · doi:10.3389/fgene.2012.00243 · Cited by 26 · see citing works
Self-citationTorpy, J. M., Burke, A. E., & Golub, R. M. (2011) · JAMA · doi:10.1001/jama.305.5.522 · Cited by 23 · see citing works
What Does Heart Disease Have to Do With Anxiety?
Dimsdale, J. E. (2010) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2010.04.013 · Cited by 18 · see citing works
Impact of metabolic syndrome traits on cardiovascular function
Antonini‐Canterin, F., Mateescu, A. D., Vriz, O., Carrubba, S. L., Bello, V. D., Carerj, S., Zito, C., Sparacino, L., Uşurelu, C., Ticulescu, R., et al. (2014) · Journal of Cardiovascular Medicine · doi:10.2459/jcm.0000000000000118 · Cited by 1 · see citing works
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Inflammation in Fear- and Anxiety-Based Disorders: PTSD, GAD, and Beyond
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Bandelow, B., Baldwin, D., Abelli, M., Bolea-Alamanac, B., Bourin, M., Chamberlain, S. R., Cinosi, E., Davies, S., Domschke, K., Fineberg, N., et al. (2017) · The World Journal of Biological Psychiatry · doi:10.1080/15622975.2016.1190867 · Cited by 347 · see citing works
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Maron, E., & Nutt, D. (2018) · Focus · doi:10.1176/appi.focus.16205 · Cited by 42 · see citing works
Maron, E., Lan, C.-C., & Nutt, D. (2018) · Current Topics in Behavioral Neurosciences · doi:10.1007/7854_2018_49 · Cited by 9 · see citing works
- Authors
- Wingo, A. P., & Gibson, G.
- Affiliations
- Emory University (US)
- Georgia Institute of Technology (US)
- Corresponding author
- Gibson, Greg
- Venue
- Brain, Behavior, and Immunity
- Publisher
- Elsevier BV
- Published
- 2015-01
- Volume
- 43
- Pages
- 184-191
- ISSN
- 0889-1591 (ISSN-L)
- PMC
- PMC4377320
- OpenAlex
- W2057239687
- Cited by
- 59
- References
- 45
- Citations by year
- 2026: 5 · 2025: 7 · 2024: 5 · 2023: 6 · 2022: 5 · 2021: 5 · 2020: 6 · 2019: 5 · 2018: 4 · 2017: 6 · 2016: 2 · 2015: 3
- FWCI
- 1.80
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Brain Behavior and Immunity (acceptedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- Department of Veterans Affairs Career Development Award (IK2CX000601)
- NARSAD Young Investigator Award (P01GM099568)
- Georgia Tech Research Institute
- Emory University School of Medicine
- NIH
- National Institutes of Health (UL1TR000454)
- NIGMS (P01 GM099568)
- Topics
- Life Sciences › Neuroscience › Behavioral Neuroscience › Stress Responses and Cortisol
- Life Sciences › Neuroscience › Biological Psychiatry › Tryptophan and brain disorders
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Keywords
- generalized anxiety disorder, blood gene expression, immune function, sex differences, cardiovascular risk, metabolic syndrome, immune response to infection, stress response, mild anxiety
- MeSH terms
- Adult, Anxiety, Anxiety Disorders, Female, Humans, Immune System, Male, Middle Aged, Gene Expression Profiling, Transcriptome
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