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Mapping the genetic architecture of suicide attempt and suicide death using polygenic risk scores for clinically-related psychiatric disorders and traits

Published online by Cambridge University Press:  18 November 2021

Ikuo Otsuka
Affiliation:
Division of Molecular Imaging and Neuropathology, Department of Psychiatry, Columbia University, New York State Psychiatric Institute, New York, NY, USA Department of Psychiatry, Kobe University Graduate School of Medicine, Kobe, Japan Laboratory for Statistical and Translational Genetics, RIKEN Center for Integrative Medical Sciences, Kanagawa, Japan
Hanga Galfalvy
Affiliation:
Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA Department of Biostatistics, Columbia University Mailman School of Public Health, New York, NY, USA
Jia Guo
Affiliation:
Department of Biostatistics, Columbia University Mailman School of Public Health, New York, NY, USA
Masato Akiyama
Affiliation:
Laboratory for Statistical and Translational Genetics, RIKEN Center for Integrative Medical Sciences, Kanagawa, Japan Department of Ophthalmology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
Dan Rujescu
Affiliation:
Department of Psychiatry, Psychotherapy and Psychosomatics, Martin-Luther-University Halle-Wittenberg, Halle, Germany
Gustavo Turecki
Affiliation:
Department of Psychiatry, Douglas Institute, McGill University, Verdun, QC, Canada
Akitoyo Hishimoto*
Affiliation:
Department of Psychiatry, Yokohama City University Graduate School of Medicine, Yokohama, Japan
J. John Mann*
Affiliation:
Division of Molecular Imaging and Neuropathology, Department of Psychiatry, Columbia University, New York State Psychiatric Institute, New York, NY, USA
*
Author for correspondence: J. John Mann, E-mail: jjm@columbia.edu; Akitoyo Hishimoto, E-mail: hishipon@yokohama-cu.ac.jp
Author for correspondence: J. John Mann, E-mail: jjm@columbia.edu; Akitoyo Hishimoto, E-mail: hishipon@yokohama-cu.ac.jp

Abstract

Background

Suicidal behavior is moderately heritable and a consequence of a combination of the diathesis traits for suicidal behavior and suicide-related major psychiatric disorders. Here, we sought to examine shared polygenic effects between various psychiatric disorders/traits and suicidal behavior and to compare the shared polygenic effects of various psychiatric disorders/traits on non-fatal suicide attempt and suicide death.

Methods

We used our genotyped European ancestry sample of 260 non-fatal suicide attempters, 317 suicide decedents and 874 non-psychiatric controls to test whether polygenic risk scores (PRSs) obtained from large GWASs for 22 suicide-related psychiatric disorders/traits were associated with suicidal behavior. Results were compared between non-fatal suicide attempt and suicide death in a sensitivity analysis.

Results

PRSs for major depressive disorder, bipolar disorder, schizophrenia, ADHD, alcohol dependence, sensitivity to environmental stress and adversity, educational attainment, cognitive performance, and IQ were associated with suicidal behavior (Bonferroni-corrected p < 2.5 × 10−4). The polygenic effects of all 22 psychiatric disorders/traits had the same direction (p for binomial tests = 4.8 × 10−7) and were correlated (Spearman's ρ = 0.85) between non-fatal suicide attempters and suicide decedents.

Conclusions

We found that polygenic effects for major psychiatric disorders and diathesis-related traits including stress responsiveness and intellect/cognitive function contributed to suicidal behavior. While we found comparable polygenic architecture between non-fatal suicide attempters and suicide decedents based on correlations with PRSs of suicide-related psychiatric disorders/traits, our analyses are limited by small sample size resulting in low statistical power to detect difference between non-fatal suicide attempt and suicide death.

Type
Original Article
Copyright
Copyright © The Author(s), 2021. Published by Cambridge University Press

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Footnotes

*

These authors contributed equally to this work.

References

Bachmann, S. (2018). Epidemiology of suicide and the psychiatric perspective. International Journal of Environmental Research and Public Health, 15, 1425. https://doi.org/10.3390/ijerph15071425.CrossRefGoogle ScholarPubMed
Balazs, J., & Kereszteny, A. (2017). Attention-deficit/hyperactivity disorder and suicide: A systematic review. World Journal of Psychiatry, 7, 4459. https://doi.org/10.5498/wjp.v7.i1.44.CrossRefGoogle ScholarPubMed
Barratt, E. S. (1965). Factor analysis of some psychometric measures of impulsiveness and anxiety. Psychological Reports, 16, 547554. https://doi.org/10.2466/pr0.1965.16.2.547.CrossRefGoogle ScholarPubMed
Bondy, B., Buettner, A., & Zill, P. (2006). Genetics of suicide. Molecular Psychiatry, 11, 336351. https://doi.org/10.1038/sj.mp.4001803.CrossRefGoogle ScholarPubMed
Brent, D. A., Oquendo, M., Birmaher, B., Greenhill, L., Kolko, D., Stanley, B., … Mann, J. J. (2002). Familial pathways to early-onset suicide attempt: risk for suicidal behavior in offspring of mood-disordered suicide attempters. Archives of General Psychiatry, 59, 801807. https://doi.org/10.1001/archpsyc.59.9.801.CrossRefGoogle ScholarPubMed
Brown, G. L., Goodwin, F. K., Ballenger, J. C., Goyer, P. F., & Major, L. F. (1979). Aggression in humans correlates with cerebrospinal fluid amine metabolites. Psychiatry Research, 1, 131139. https://doi.org/10.1016/0165-1781(79)90053-2.CrossRefGoogle ScholarPubMed
Buss, A. H., & Durkee, A. (1957). An inventory for assessing different kinds of hostility. Journal of Consulting and Clinical Psychology, 21, 343349. https://doi.org/10.1037/h0046900.CrossRefGoogle ScholarPubMed
Choi, S. W., Mak, T. S., & O'Reilly, P. F. (2020). Tutorial: A guide to performing polygenic risk score analyses. Nature Protocols, 15, 27592772. https://doi.org/10.1038/s41596-020-0353-1.CrossRefGoogle ScholarPubMed
Choi, S. W., & O'Reilly, P. F. (2019). PRSice-2: Polygenic risk score software for biobank-scale data. Gigascience, 8, giz082. https://doi.org/10.1093/gigascience/giz082.CrossRefGoogle ScholarPubMed
Coombes, B. J., Markota, M., Mann, J. J., Colby, C., Stahl, E., Talati, A., … Biernacka, J. M. (2020). Dissecting clinical heterogeneity of bipolar disorder using multiple polygenic risk scores. Translational Psychiatry, 10, 314. https://doi.org/10.1038/s41398-020-00996-y.CrossRefGoogle ScholarPubMed
DiBlasi, E., Kang, J., & Docherty, A.R. (2021). Genetic contributions to suicidal thoughts and behaviors. Psychological Medicine, 25:18. https://doi.org/10.1017/S0033291721001720.Google Scholar
Docherty, A. R., Shabalin, A. A., DiBlasi, E., Monson, E., Mullins, N., Adkins, D. E., … Coon, H. (2020). Genome-wide association study of suicide death and polygenic prediction of clinical antecedents. American Journal of Psychiatry, 177, 917927. https://doi.org/10.1176/appi.ajp.2020.19101025.CrossRefGoogle ScholarPubMed
Dumais, A., Lesage, A. D., Lalovic, A., Seguin, M., Tousignant, M., Chawky, N., & Turecki, G. (2005). Is violent method of suicide a behavioral marker of lifetime aggression? American Journal of Psychiatry, 162, 13751378. https://doi.org/10.1176/appi.ajp.162.7.1375.CrossRefGoogle ScholarPubMed
Duncan, L. E., Ratanatharathorn, A., Aiello, A. E., Almli, L. M., Amstadter, A. B., Ashley-Koch, A. E., … Koenen, K. C. (2018). Largest GWAS of PTSD (N = 20 070) yields genetic overlap with schizophrenia and sex differences in heritability. Molecular Psychiatry, 23, 666673. https://doi.org/10.1038/mp.2017.77.CrossRefGoogle ScholarPubMed
Edwards, A. C., Ohlsson, H., Mościcki, E., Crump, C., Sundquist, J., Lichtenstein, P., … Sundquist, K. (2021). On the genetic and environmental relationship between suicide attempt and death by suicide. American Journal of Psychiatry, 14, 10601069. https://doi.org/10.1176/appi.ajp.2020.20121705.CrossRefGoogle Scholar
Erlangsen, A., Appadurai, V., Wang, Y., Turecki, G., Mors, O., Werge, T., … Agerbo, E. (2020). Genetics of suicide attempts in individuals with and without mental disorders: A population-based genome-wide association study. Molecular Psychiatry, 25, 24102421. https://doi.org/10.1038/s41380-018-0218-y.CrossRefGoogle ScholarPubMed
Fässberg, M. M., Cheung, G., Canetto, S. S., Erlangsen, A., Lapierre, S., Lindner, R., … Waern, M. (2016). A systematic review of physical illness, functional disability, and suicidal behaviour among older adults. Aging and Mental Health, 20, 166194. https://doi.org/10.1080/13607863.2015.1083945.CrossRefGoogle ScholarPubMed
Galfalvy, H., Haghighi, F., Hodgkinson, C., Goldman, D., Oquendo, M. A., Burke, A., … Mann, J. J. (2015). A genome-wide association study of suicidal behavior. American Journal of Medical Genetics Part B: Neuropsychiatric Genetics, 168, 557563. https://doi.org/10.1002/ajmg.b.32330.CrossRefGoogle ScholarPubMed
Hamilton, M. (1960). A rating scale for depression. Journal of Neurology, Neurosurgery and Psychiatry, 23, 5662. https://doi.org/10.1136/jnnp.23.1.56.CrossRefGoogle ScholarPubMed
Hansson Bittár, N., Falkstedt, D., & Sörberg Wallin, A. (2020). How intelligence and emotional control are related to suicidal behavior across the life course - A register-based study with 38-year follow-up. Psychological Medicine, 50, 22652271. https://doi.org/10.1017/S0033291719002423.CrossRefGoogle ScholarPubMed
Lee, S. H., Goddard, M. E., Wray, N. R., & Visscher, P. M. (2012). A better coefficient of determination for genetic profile analysis. Genetic Epidemiology, 36, 214224. https://doi.org/10.1002/gepi.21614.CrossRefGoogle ScholarPubMed
Levey, D. F., Polimanti, R., Cheng, Z., Zhou, H., Nuñez, Y. Z., Jain, S., … Gelernter, J. (2019). Genetic associations with suicide attempt severity and genetic overlap with major depression. Translational Psychiatry, 9, 22. https://doi.org/10.1038/s41398-018-0340-2.CrossRefGoogle ScholarPubMed
Lim, K. X., Rijsdijk, F., Hagenaars, S. P., Socrates, A., Choi, S. W., Coleman, J. R. I., … Pingault, J. B. (2020). Studying individual risk factors for self-harm in the UK Biobank: A polygenic scoring and Mendelian randomisation study. PLoS Medicine, 17, e1003137. https://doi.org/10.1371/journal.pmed.1003137.CrossRefGoogle ScholarPubMed
Mann, J. J., & Rizk, M. M. (2020). A brain-centric model of suicidal behavior. American Journal of Psychiatry, 177, 902916. https://doi.org/10.1176/appi.ajp.2020.20081224.CrossRefGoogle ScholarPubMed
Mann, J. J., Waternaux, C., Haas, G. L., & Malone, K. M. (1999). Toward a clinical model of suicidal behavior in psychiatric patients. American Journal of Psychiatry, 156, 181189. https://doi.org/10.1176/ajp.156.2.181.CrossRefGoogle Scholar
McGirr, A., Renaud, J., Bureau, A., Seguin, M., Lesage, A., & Turecki, G. (2008). Impulsive-aggressive behaviors and completed suicide across the life cycle: A predisposition for younger age of suicide. Psychological Medicine, 38, 407417. https://doi.org/10.1017/S0033291707001419.CrossRefGoogle ScholarPubMed
Melhem, N., Brent, D. A., Ziegler, M., Iyengar, S., Kolko, D., Oquendo, M., … Mann, J. J. (2007). Familial pathways to early-onset suicidal behavior: Familial and individual antecedents of suicidal behavior. American Journal of Psychiatry, 164, 13641370. https://doi.org/10.1176/appi.ajp.2007.06091522.CrossRefGoogle ScholarPubMed
Meyer, T. D., & Hautzinger, M.(2001). Allgemeine Depressions-Skala (ADS). Diagnostica, 47, 208215. https://doi.org/10.1026//0012-1924.47.4.208.CrossRefGoogle Scholar
Mullins, N., Bigdeli, T. B., Børglum, A. D., Coleman, J. R. I., Demontis, D., Mehta, D., … Lewis, C. M. (2019). GWAS Of suicide attempt in psychiatric disorders and association with major depression polygenic risk scores. American Journal of Psychiatry, 176, 651660. https://doi.org/10.1176/appi.ajp.2019.18080957.CrossRefGoogle ScholarPubMed
Mullins, N., Kang, J., Campos, A. I., Coleman, J. R. I., Edwards, A. C., Galfalvy, H., … Ruderfer, D. M. (2021). Dissecting the shared genetic architecture of suicide attempt, psychiatric disorders and known risk factors. Biological Psychiatry, Advance online publication. https://doi.org/10.1016/j.biopsych.2021.05.029.Google ScholarPubMed
Nock, M. K., Borges, G., Bromet, E. J., Alonso, J., Angermeyer, M., Beautrais, A., … Williams, D. (2008). Cross-national prevalence and risk factors for suicidal ideation, plans and attempts. British Journal of Psychiatry, 192, 98105. https://doi.org/10.1192/bjp.bp.107.040113.CrossRefGoogle ScholarPubMed
Oquendo, M. A., Sullivan, G. M., Sudol, K., Baca-Garcia, E., Stanley, B. H., Sublette, M. E., & Mann, J. J. (2014). Toward a biosignature for suicide. American Journal of Psychiatry, 171, 12591277. https://doi.org/10.1176/appi.ajp.2014.14020194.CrossRefGoogle Scholar
Otsuka, I., Akiyama, M., Shirakawa, O., Okazaki, S., Momozawa, Y., Kamatani, Y., … Hishimoto, A. (2019). Genome-wide association studies identify polygenic effects for completed suicide in the Japanese population. Neuropsychopharmacology, 44, 21192124. https://doi.org/10.1038/s41386-019-0506-5.CrossRefGoogle ScholarPubMed
Phillips, J. A., & Hempstead, K. (2017). Differences in U.S. Suicide rates by educational attainment, 2000–2014. American Journal of Preventive Medicine, 53, e123e130. https://doi.org/10.1016/j.amepre.2017.04.010.CrossRefGoogle ScholarPubMed
Placidi, G. P., Oquendo, M. A., Malone, K. M., Huang, Y. Y., Ellis, S. P., & Mann, J. J. (2001). Aggressivity, suicide attempts, and depression: Relationship to cerebrospinal fluid monoamine metabolite levels. Biological Psychiatry, 50, 783791. https://doi.org/10.1016/s0006-3223(01)01170-2.CrossRefGoogle ScholarPubMed
Posner, K., Oquendo, M. A., Gould, M., Stanley, B., & Davies, M. (2007). Columbia classification algorithm of suicide assessment (C-CASA): Classification of suicidal events in the FDA's pediatric suicidal risk analysis of anti-depressants. American Journal of Psychiatry, 164, 10351043. https://doi.org/10.1176/ajp.2007.164.7.1035.CrossRefGoogle Scholar
Price, A. L., Patterson, N. J., Plenge, R. M., Weinblatt, M. E., Shadick, N. A., & Reich, D.(2006). Principal components analysis corrects for stratification in genome-wide association studies. Nature Genetics, 38, 904909. https://doi.org/10.1038/ng1847.CrossRefGoogle ScholarPubMed
Purcell, S., Neale, B., Todd-Brown, K., Thomas, L., Ferreira, M. A., Bender, D, … Sham, P. K. (2007). PLINK: A tool set for whole-genome association and population-based linkage analyses. American Journal of Human Genetics, 81, 559575. https://doi.org/10.1086/519795.CrossRefGoogle ScholarPubMed
Ruderfer, D. M., Walsh, C. G., Aguirre, M. W., Tanigawa, Y., Ribeiro, J. D., Franklin, J. C., & Rivas, M. A. (2020). Significant shared heritability underlies suicide attempt and clinically predicted probability of attempting suicide. Molecular Psychiatry, 25, 24222430. https://doi.org/10.1038/s41380-018-0326-8.CrossRefGoogle ScholarPubMed
Stanley, I. H., Boffa, J. W., Rogers, M. L., Hom, M. A., Albanese, B. J., Chu, C., … Joiner, T. E. (2018). Anxiety sensitivity and suicidal ideation/suicide risk: A meta-analysis. Journal of Consulting and Clinical Psychology, 86, 946960. https://doi.org/10.1037/ccp0000342.CrossRefGoogle ScholarPubMed
Statham, D. J., Heath, A. C., Madden, P. A., Bucholz, K. K., Bierut, L., Dinwiddie, S. H., … Martin, N. G. (1998). Suicidal behaviour: An epidemiological and genetic study. Psychological Medicine, 28, 839855. https://doi.org/10.1017/s0033291798006916.CrossRefGoogle ScholarPubMed
Strawbridge, R. J., Ward, J., Ferguson, A., Graham, N., Shaw, R. J., Cullen, B., … Smith, D. J. (2019). Identification of novel genome-wide associations for suicidality in UK Biobank, genetic correlation with psychiatric disorders and polygenic association with completed suicide. EBioMedicine, 41, 517525. https://doi.org/10.1016/j.ebiom.2019.02.005.CrossRefGoogle ScholarPubMed
Tamouza, R., Krishnamoorthy, R., & Leboyer, M. (2021). Understanding the genetic contribution of the human leukocyte antigen system to common major psychiatric disorders in a world pandemic context. Brain, Behavior, and Immunity, 91, 731739. https://doi.org/10.1016/j.bbi.2020.09.033.CrossRefGoogle Scholar
van Heeringen, K., & Mann, J. J. (2014). The neurobiology of suicide. The Lancet. Psychiatry, 1, 6372. https://doi.org/10.1016/S2215-0366(14)70220-2.CrossRefGoogle ScholarPubMed
van Rheenen, W., Peyrot, W. J., Schork, A. J., Lee, S. H., & Wray, N. R. (2019). Genetic correlations of polygenic disease traits: From theory to practice. Nature Reviews Genetics, 20, 567581. https://doi.org/10.1038/s41576-019-0137-z.CrossRefGoogle ScholarPubMed
Willour, V. L., Seifuddin, F., Mahon, P. B., Jancic, D., Pirooznia, M., Steele, J., … Potash, J. B. (2012). A genome-wide association study of attempted suicide. Molecular Psychiatry, 17, 433444. https://doi.org/10.1038/mp.2011.4.CrossRefGoogle ScholarPubMed
World Health Organization. (2017). Suicide Fact Sheet. http://www.who.int/mediacentre/factsheets/fs398/en/.Google Scholar
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