Identification and replication of a combined epigenetic and genetic biomarker predicting suicide and suicidal behaviors
Open accessAbstract
Considerable research suggests that suicide involves effects of genes, the environment, and their interaction. Analysis of three independent data sets of post-mortem brains revealed signs of increased methylation in one particular gene, SKA2, a finding that was extended to peripheral blood samples from other cohorts of prospectively followed individuals.
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SKA2 shows lower expression and increased promoter methylation in individuals who died by suicide; these patterns correlate with elevated waking cortisol and suicidal ideation.
“SKA2, involved in glucocorticoid receptor nuclear translocation, shows lower expression and increased promoter methylation in individuals who died by suicide; these patterns correlate with elevated waking cortisol and suicidal ideation (59).”
From Exploring the neurobiological markers of suicidal behaviors in pediatric population: a narrative review (2026) · cites this paper as [59]
The Results (Gene expression and functional relevance; page not provided) report lower SKA2 expression in suicide cases. The paper links suicide to methylation at rs7208505 in the SKA2 3′UTR, not to increased promoter methylation in suicide decedents. The Results (Association of SKA2 with salivary cortisol; page not provided) associate waking cortisol with suicidal ideation and rs7208505 methylation in a separate cohort, but do not establish that the patterns in decedents correlate with elevated waking cortisol. (LLM, conf=0.88)
Experimental — accuracy not yet measuredMethylation alterations in CRH, SKA2, BDNF, and SLC6A4 have also been implicated in suicidal behavior.
“Methylation alterations in corticotropin-releasing hormone (CRH), spindle and kinetochore-associated complex subunit 2 (SKA2), brain-derived neurotrophic factor (BDNF), and SLC6A4 have also been implicated in suicidal behavior.”
From Exploring the neurobiological markers of suicidal behaviors in pediatric population: a narrative review (2026) · cites this paper as [59]
The Results (Genome-wide DNA methylation analysis and replication; page unavailable) associate SKA2 methylation variation with suicide, and the Discussion reports associations with suicidal ideation and attempts. Our copy does not establish the claimed methylation links for CRH, BDNF, or SLC6A4 (searched each gene and its expanded name). (LLM, conf=0.90)
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Cites
WGCNA: an R package for weighted correlation network analysis
Langfelder, P., & Horvath, S. (2008) · BMC Bioinformatics · doi:10.1186/1471-2105-9-559 · Cited by 27,252 · see citing works
The Lifelong Effects of Early Childhood Adversity and Toxic Stress
Shonkoff, J. P., Garner, A. S., THE COMMITTEE ON PSYCHOSOCIAL ASPECTS OF CHILD AND FAMILY HEALTH, C. O. E. C., Siegel, B. S., Dobbins, M. I., Earls, M. F., Garner, A. S., McGuinn, L., Pascoe, J., & Wood, D. L. (2012) · Pediatrics · doi:10.1542/peds.2011-2663 · Cited by 5,164 · see citing works
Epigenetic regulation of the glucocorticoid receptor in human brain associates with childhood abuse
McGowan, P. O., Sasaki, A., D'Alessio, A. C., Dymov, S., Labonté, B., Szyf, M., Turecki, G., & Meaney, M. J. (2009) · Nature Neuroscience · doi:10.1038/nn.2270 · Cited by 3,531 · see citing works
Beyond diathesis stress: differential susceptibility to environmental influences
Belsky, J., & Pluess, M. (2009) · Psychological Bulletin · doi:10.1037/a0017376 · Cited by 3,039 · see citing works
BOYCE, W. T., & ELLIS, B. J. (2005) · Development and Psychopathology · doi:10.1017/s0954579405050145 · Cited by 2,078 · see citing works
Toward a clinical model of suicidal behavior in psychiatric patients
Mann, J. J., Waternaux, C., Haas, G. L., & Malone, K. M. (1999) · American Journal of Psychiatry · doi:10.1176/ajp.156.2.181 · Cited by 1,791 · see citing works
Balleine, B. W., & O'Doherty, J. P. (2010) · Neuropsychopharmacology · doi:10.1038/npp.2009.131 · Cited by 1,775 · see citing works
Nock, M. K., Hwang, I., Sampson, N., Kessler, R. C., Angermeyer, M., Beautrais, A., Borges, G., Bromet, E., Bruffaerts, R., de Girolamo, G., et al. (2009) · PLoS Medicine · doi:10.1371/journal.pmed.1000123 · Cited by 912 · cited 1× · see citing works
“Cumulatively, our data are consistent with findings from an epidemiological study of 108,664 individuals in 21 countries that found disorders characterized by anxiety and poor impulse control predicted the transition from suicidal ideation to suicide attempt (24).”
ResultObradović, J., Bush, N. R., Stamperdahl, J., Adler, N. E., & Boyce, W. T. (2010) · Child Development · doi:10.1111/j.1467-8624.2009.01394.x · Cited by 563 · see citing works
Kellam, S. G., Rebok, G. W., Ialongo, N. S., & Mayer, L. S. (1994) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.1994.tb01161.x · Cited by 407 · see citing works
Candidate endophenotypes for genetic studies of suicidal behavior
Mann, J. J., Arango, V. A., Avenevoli, S., Brent, D. A., Champagne, F. A., Clayton, P., Currier, D., Dougherty, D. M., Haghighi, F., Hodge, S. E., et al. (2009) · Biological Psychiatry · doi:10.1016/j.biopsych.2008.11.021 · Cited by 398 · see citing works
Primary microRNA transcripts are processed co-transcriptionally
Morlando, M., Ballarino, M., Gromak, N., Pagano, F., Bozzoni, I., & Proudfoot, N. J. (2008) · Nature Structural & Molecular Biology · doi:10.1038/nsmb.1475 · Cited by 390 · see citing works
Ridder, S., Chourbaji, S., Hellweg, R., Urani, A., Zacher, C., Schmid, W., Zink, M., Hörtnagl, H., Flor, H., Henn, F. A., et al. (2005) · The Journal of Neuroscience · doi:10.1523/jneurosci.0736-05.2005 · Cited by 382 · see citing works
Guintivano, J., Aryee, M. J., & Kaminsky, Z. A. (2013) · Epigenetics · doi:10.4161/epi.23924 · Cited by 369 · see citing works
Self-citationLabonte, B., Yerko, V., Gross, J., Mechawar, N., Meaney, M. J., Szyf, M., & Turecki, G. (2012) · Biological Psychiatry · doi:10.1016/j.biopsych.2012.01.034 · Cited by 345 · see citing works
Smalheiser, N. R., Lugli, G., Rizavi, H. S., Torvik, V. I., Turecki, G., & Dwivedi, Y. (2012) · PLoS ONE · doi:10.1371/journal.pone.0033201 · Cited by 324 · see citing works
The Dexamethasone Suppression Test and Suicide Prediction
Coryell, W., & Schlesser, M. (2001) · American Journal of Psychiatry · doi:10.1176/appi.ajp.158.5.748 · Cited by 304 · see citing works
The neurodevelopmental origins of suicidal behavior
Turecki, G., Ernst, C., Jollant, F., Labonté, B., & Mechawar, N. (2012) · Trends in Neurosciences · doi:10.1016/j.tins.2011.11.008 · Cited by 299 · cited 1× · see citing works
“The postmortem brain data were generated in the prefrontal cortex, a brain region with inhibitory connections to the HPA axis (26, 27) and responsible for decision making, inhibition of negative thoughts, and impulsivity (28, 29).”
MethodGenome-wide association study of recurrent early-onset major depressive disorder
Shi, J., Potash, J. B., Knowles, J. A., Weissman, M. M., Coryell, W. H., Scheftner, W. A., Lawson, W. B., DePaulo, J. R., Gejman, P. V., Sanders, A. R., et al. (2010) · Molecular Psychiatry · doi:10.1038/mp.2009.124 · Cited by 267 · see citing works
Genome-Wide Methylation Changes in the Brains of Suicide Completers
Labonté, B., Suderman, M., Maussion, G., Lopez, J. P., Navarro-Sánchez, L., Yerko, V., Mechawar, N., Szyf, M., Meaney, M. J., & Turecki, G. (2013) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2012.12050627 · Cited by 212 · see citing works
Kellam, S. G., Werthamer‐Larsson, L., Dolan, L. J., Brown, C. H., Mayer, L. S., Rebok, G. W., Anthony, J. C., Laudolff, J., Edelsohn, G. A., & Wheeler, L. (1991) · American Journal of Community Psychology · doi:10.1007/bf00937992 · Cited by 200 · see citing works
Methods of adolescent suicide prevention.
Shaffer, D., & Craft, L. (1999) · PubMed · Cited by 199 · see citing works
Discovery and validation of blood biomarkers for suicidality
Le-Niculescu, H., Levey, D. F., Ayalew, M., Palmer, L., Gavrin, L. M., Jain, N., Winiger, E., Bhosrekar, S., Shankar, G., Radel, M., et al. (2013) · Molecular Psychiatry · doi:10.1038/mp.2013.95 · Cited by 193 · see citing works
Antenatal prediction of postpartum depression with blood DNA methylation biomarkers
Guintivano, J., Arad, M., Gould, T. D., Payne, J. L., & Kaminsky, Z. A. (2013) · Molecular Psychiatry · doi:10.1038/mp.2013.62 · Cited by 188 · see citing works
Self-citationMcGirr, A. (2010) · Journal of Psychiatry & Neuroscience · doi:10.1503/jpn.090121 · Cited by 147 · see citing works
The relationship of impulsive aggressiveness to suicidality and other depression-linked behaviors
McGirr, A., & Turecki, G. (2007) · Current Psychiatry Reports · doi:10.1007/s11920-007-0062-2 · Cited by 143 · see citing works
Contrasting chromatin organization of CpG islands and exons in the human genome
Choi, J. K. (2010) · Genome biology · doi:10.1186/gb-2010-11-7-r70 · Cited by 126 · see citing works
Maternal Programming of Individual Differences in Defensive Responses in the Rat
ZHANG, T., Parent, C. I., Weaver, I. C. G., & Meaney, M. J. (2004) · Annals of the New York Academy of Sciences · doi:10.1196/annals.1314.007 · Cited by 104 · see citing works
Cao, G., Huang, B., Liu, Z., et al. (2010) · Biochemical and Biophysical Research Communications · doi:10.1016/j.bbrc.2010.05.037 · Cited by 100 · see citing works
Identification and functional analysis of SKA2 interaction with the glucocorticoid receptor
Rice, L., Waters, C. E., Eccles, J., Garside, H., Sommer, P., Kay, P., Blackhall, F. H., Zeef, L. A. H., Telfer, B. A., Stratford, I. J., et al. (2008) · Journal of Endocrinology · doi:10.1677/joe-08-0019 · Cited by 83 · see citing works
Levinson, D. F., Zubenko, G. S., Crowe, R., DePaulo, J. R., Scheftner, W. A., Weissman, M. M., Holmans, P., Zubenko, W. N., Boutelle, S., Murphy-Eberenz, K. P., et al. (2003) · American Journal of Medical Genetics Part B Neuropsychiatric Genetics · doi:10.1002/ajmg.b.20009 · Cited by 81 · see citing works
Bougea, A. M., Spandideas, N., Alexopoulos, E. C., Thomaides, T., Chrousos, G. P., & Darviri, C. (2013) · EXPLORE · doi:10.1016/j.explore.2012.12.005 · Cited by 77 · see citing works
Murphy, T. M., Mullins, N., Ryan, M., Foster, T., Kelly, C., McClelland, R., O'Grady, J., Corcoran, E., Brady, J., Reilly, M., et al. (2013) · Genes, Brain and Behavior · doi:10.1111/j.1601-183x.2012.00865.x · Cited by 74 · see citing works
Epigenetic regulation of spermidine/spermine N1-acetyltransferase (SAT1) in Suicide
Fiori, L. M., & Turecki, G. (2011) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2011.03.015 · Cited by 67 · see citing works
Keller, S., Sarchiapone, M., Zarrilli, F., Tomaiuolo, R., Carli, V., Angrisano, T., Videtič, A., Amato, F., Pero, R., di Giannantonio, M., et al. (2011) · Journal of Affective Disorders · doi:10.1016/j.jad.2011.07.003 · Cited by 56 · see citing works
The Role of the Ventral Medial Prefrontal Cortex in Social Decision Making
van den Bos, W., & Güroğlu, B. (2009) · Journal of Neuroscience · doi:10.1523/jneurosci.1821-09.2009 · Cited by 36 · see citing works
A Strategic Approach for Prioritizing Research and Action to Prevent Suicide
Pringle, B., Colpe, L. J., HEINSSEN, R. K., Schoenbaum, M., Sherrill, J. T., Claassen, C. A., & Pearson, J. L. (2013) · Psychiatric Services · doi:10.1176/appi.ps.201100512 · Cited by 31 · see citing works
Analysis of CpG SNPs in 34 genes: Association test with suicide attempt in schizophrenia
Bani‐Fatemi, A., Gonçalves, V. F., Zai, C. C. H., de Souza, R. P., Foll, B. L., Kennedy, J. L., Wong, A. H. C., & Luca, V. D. (2013) · Schizophrenia Research · doi:10.1016/j.schres.2013.04.018 · Cited by 18 · see citing works
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- [14]Sameroff A Developmental systems: contexts and evolution In Handbook of Child Psychology New York Wiley 1983 237 294
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Depression sum-scores don’t add up: why analyzing specific depression symptoms is essential
Fried, E. I., & Nesse, R. M. (2015) · BMC Medicine · doi:10.1186/s12916-015-0325-4 · Cited by 981 · see citing works
Epigenetics of Stress-Related Psychiatric Disorders and Gene × Environment Interactions
Klengel, T., & Binder, E. B. (2015) · Neuron · doi:10.1016/j.neuron.2015.05.036 · Cited by 353 · see citing works
Guldin, M.-B., Li, J., Pedersen, H. S., Obel, C., Agerbo, E., Gissler, M., Cnattingius, S., Olsen, J., & Vestergaard, M. (2015) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2015.2094 · Cited by 164 · see citing works
Associations between suicidal behavior and childhood abuse and neglect: A meta-analysis
Liu, J., Fang, Y., Gong, J., Cui, X., Meng, T., Xiao, B., He, Y., Shen, Y., & Luo, X. (2017) · Journal of Affective Disorders · doi:10.1016/j.jad.2017.03.060 · Cited by 162 · see citing works
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Lutz, P.-E., Mechawar, N., & Turecki, G. (2017) · Molecular Psychiatry · doi:10.1038/mp.2017.141 · Cited by 158 · see citing works
The epigenetic impacts of social stress: how does social adversity become biologically embedded?
Cunliffe, V. T. (2016) · Epigenomics · doi:10.2217/epi-2016-0075 · Cited by 141 · see citing works
Kaminsky, Z., Wilcox, H. C., Eaton, W. W., Van Eck, K., Kilaru, V, Jovanovic, T., Klengel, T., Bradley, B., Binder, E. B., Ressler, K. J., et al. (2015) · Translational Psychiatry · doi:10.1038/tp.2015.105 · Cited by 128 · see citing works
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Melhem, N. M., Munroe, S., Marsland, A., Gray, K., Brent, D., Porta, G., Douaihy, A., Laudenslager, M. L., DePietro, F., Diler, R., et al. (2017) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2017.01.001 · Cited by 124 · see citing works
Glenn, C. R., Cha, C. B., Kleiman, E. M., & Nock, M. K. (2017) · Clinical Psychological Science · doi:10.1177/2167702616686854 · Cited by 113 · see citing works
Traumatic stress and human DNA methylation: A critical review
Vinkers, C. H., Kalafateli, A. L., Rutten, B. P., Kas, M. J., Kaminsky, Z., Turner, J. D., & Boks, M. P. (2015) · Epigenomics · doi:10.2217/epi.15.11 · Cited by 112 · see citing works
Self-citationJokinen, J., Boström, A. E., Dadfar, A., Ciuculete, D. M., Chatzittofis, A., Åsberg, M., & Schiöth, H. B. (2018) · EBioMedicine · doi:10.1016/j.ebiom.2017.12.018 · Cited by 67 · see citing works
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- Authors
- Guintivano, J., Brown, T., Newcomer, A., Jones, M., Cox, O., Maher, B. S., Eaton, W. W., Payne, J. L., Wilcox, H. C., & Kaminsky, Z. A.
- Affiliations
- Johns Hopkins University (US)
- Corresponding author
- Kaminsky, Zachary A.
- ORCID
- Venue
- American Journal of Psychiatry
- Published
- 2014-12-01
- Volume
- 171
- Issue
- 12
- Pages
- 1287-1296
- ISSN
- 0002-953X (ISSN-L)
- 1535-7228
- PMC
- PMC7081376
- OpenAlex
- W2151471104
- Cited by
- 193
- References
- 38
- Citations by year
- 2026: 6 · 2025: 8 · 2024: 8 · 2023: 15 · 2022: 9 · 2021: 16 · 2020: 19 · 2019: 12 · 2018: 31 · 2017: 20 · 2016: 22 · 2015: 22 · 2014: 5
- FWCI
- 27.14
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- American Journal of Psychiatry (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- American Foundation for Suicide Prevention
- McLean Hospital
- Johns Hopkins University
- National Institute of Mental Health (NIMH K23, MH-094771, K23MH074799, MH-074799, R21MH094771, R01MH112704)
- National Institute on Drug Abuse (DA 09897, R01DA009897)
- Topics
- Social Sciences › Psychology › Clinical Psychology › Suicide and Self-Harm Studies
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Epigenetics and DNA Methylation
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Associations and Epidemiology
- Keywords
- suicide, suicidal behavior, epigenetic biomarkers, DNA methylation, SKA2, gene-environment interaction, postmortem brain, peripheral blood, biomarker prediction
- MeSH terms
- Adult, Aged, Anxiety, Cadaver, Chromosomal Proteins, Non-Histone, Female, Gene Expression Regulation, Genetic Markers, Humans, Hydrocortisone, Male, Middle Aged, Neuroglia, Neurons, Predictive Value of Tests, Saliva, Stress, Psychological, Suicide, Suicide, Attempted, Genetic Variation, Prefrontal Cortex, Sequence Analysis, DNA, DNA Methylation, Living Donors, Epigenesis, Genetic, Genome-Wide Association Study, Suicidal Ideation
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