Real-life helping behaviours in North America: A genome-wide association approach.
Open accessAbstract
In humans, prosocial behaviour is essential for social functioning. Twin studies suggest this distinct human trait to be partly hardwired. In the last decade research on the genetics of prosocial behaviour focused on neurotransmitters and neuropeptides, such as oxytocin, dopamine, and their respective pathways. Recent trends towards large scale medical studies targeting the genetic basis of complex diseases such as Alzheimer's disease and schizophrenia pave the way for new directions also in behavioural genetics. Based on data from 10,713 participants of the American Health and Retirement Study we estimated heritability of helping behaviour-its total variance explained by 1.2 million single nucleotide polymorphisms-to be 11%. Both, fixed models and mixed linear models identified rs11697300, an intergene variant on chromosome 20, as a candidate variant moderating this particular helping behaviour. We assume that this so far undescribed area is worth further investigation in association with human prosocial behaviour.
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?
The major haplotype outside Africa was found significantly associated with greater susceptibility to major depression and other related psychiatric disorders and with higher values for self-reported helping behavior.
“The major haplotype outside Africa was found significantly associated with greater susceptibility to major depression and other related psychiatric disorders [55,56] as well as with higher values for self-reported helping behavior [57].”
From Human genetic adaptation related to cellular zinc homeostasis (2023) · cites this paper as [57]
The Results and Discussion report an association between the SNP rs11697300 and self-reported helping behaviour, but do not identify a major haplotype outside Africa or associate that haplotype with higher helping values. I searched the indexed copy for “haplotype” and “Africa”; neither search yielded a passage establishing the claimed haplotype association. The depression clause is attached to other citations, not this source. (LLM, conf=0.76)
Experimental — accuracy not yet measured
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
R: A Language and Environment for Statistical Computing
R Core Team (2000) · doi:10.32614/r.manuals · Cited by 355,706 · see citing works
Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing
Benjamini, Y., & Hochberg, Y. (1995) · Journal of the Royal Statistical Society Series B: Statistical Methodology · doi:10.1111/j.2517-6161.1995.tb02031.x · Cited by 109,482 · see citing works
PLINK: a tool set for whole-genome association and population-based linkage analyses.
Purcell, S., Neale, B., Todd-Brown, K., Thomas, L., Ferreira, M. A. R., Bender, D., Maller, J., Sklar, P., de Bakker, P. I. W., Daly, M. J., et al. (2007) · The American Journal of Human Genetics · doi:10.1086/519795 · Cited by 34,089 · see citing works
The genetical evolution of social behaviour. I
Hamilton, W. D. (1964) · Journal of Theoretical Biology · doi:10.1016/0022-5193(64)90038-4 · Cited by 15,725 · see citing works
The Evolution of Reciprocal Altruism
Trivers, R. L. (1971) · The Quarterly Review of Biology · doi:10.1086/406755 · Cited by 11,010 · see citing works
GCTA: a tool for genome-wide complex trait analysis
Yang, J., Lee, S. H., Goddard, M. E., & Visscher, P. M. (2011) · The American Journal of Human Genetics · doi:10.1016/j.ajhg.2010.11.011 · Cited by 8,279 · see citing works
An integrated map of genetic variation from 1,092 human genomes
The 1000 Genomes Project Consortium (2012) · Nature · doi:10.1038/nature11632 · Cited by 7,711 · see citing works
Power failure: why small sample size undermines the reliability of neuroscience
Button, K. S., Ioannidis, J. P. A., Mokrysz, C., Nosek, B. A., Flint, J., Robinson, E. S. J., & Munafò, M. R. (2013) · Nature Reviews Neuroscience · doi:10.1038/nrn3475 · Cited by 7,641 · see citing works
LD Score regression distinguishes confounding from polygenicity in genome-wide association studies
Schizophrenia Working Group of the Psychiatric Genomics Consortium, Bulik-Sullivan, B. K., Loh, P.-R., Finucane, H. K., Ripke, S., Yang, J., Patterson, N., Daly, M. J., Price, A. L., & Neale, B. M. (2015) · Nature Genetics · doi:10.1038/ng.3211 · Cited by 5,559 · see citing works
Population Structure and Eigenanalysis
Patterson, N., Price, A. L., & Reich, D. (2006) · PLoS Genetics · doi:10.1371/journal.pgen.0020190 · Cited by 5,280 · see citing works
Lesch, K.-P., Bengel, D., Heils, A., Sabol, S. Z., Greenberg, B. D., Petri, S., Benjamin, J., Müller, C. R., Hamer, D. H., & Murphy, D. L. (1996) · Science · doi:10.1126/science.274.5292.1527 · Cited by 5,162 · see citing works
Common SNPs explain a large proportion of the heritability for human height
Yang, J., Benyamin, B., McEvoy, B. P., Gordon, S., Henders, A. K., Nyholt, D. R., Madden, P. A., Heath, A. C., Martin, N. G., Montgomery, G. W., et al. (2010) · Nature Genetics · doi:10.1038/ng.608 · Cited by 4,446 · see citing works
An atlas of genetic correlations across human diseases and traits
ReproGen Consortium, Bulik-Sullivan, B., Psychiatric Genomics Consortium, Genetic Consortium for Anorexia Nervosa of the Wellcome Trust Case Control Consortium 3, Finucane, H. K., Anttila, V., Gusev, A., Day, F. R., Loh, P.-R., Duncan, L., et al. (2015) · Nature Genetics · doi:10.1038/ng.3406 · Cited by 4,255 · see citing works
The genetical evolution of social behaviour. II
Hamilton, W. D. O. (1964) · Journal of Theoretical Biology · doi:10.1016/0022-5193(64)90039-6 · Cited by 4,158 · see citing works
Fehr, E., & Fischbacher, U. (2003) · Nature · doi:10.1038/nature02043 · Cited by 3,475 · see citing works
The neural basis of economic decision-making in the Ultimatum Game.
Sanfey, A. G., Rilling, J. K., Aronson, J. A., Nystrom, L. E., & Cohen, J. D. (2003) · Science · doi:10.1126/science.1082976 · Cited by 3,375 · see citing works
Harold, D., Abraham, R., Hollingworth, P., Sims, R., Gerrish, A., Hamshere, M. L., Pahwa, J. S., Moskvina, V., Dowzell, K., Williams, A., et al. (2009) · Nature Genetics · doi:10.1038/ng.440 · Cited by 3,326 · see citing works
What Do Laboratory Experiments Measuring Social Preferences Reveal About the Real World?
Levitt, S. D., & List, J. A. (2007) · Journal of Economic Perspectives · doi:10.1257/jep.21.2.153 · Cited by 2,668 · see citing works
Visscher, P. M., Brown, M. A., McCarthy, M. I., & Yang, J. (2012) · The American Journal of Human Genetics · doi:10.1016/j.ajhg.2011.11.029 · Cited by 2,425 · see citing works
Effect of COMT Val 108/158 Met genotype on frontal lobe function and risk for schizophrenia
Egan, M. F., Goldberg, T. E., Kolachana, B. S., Callicott, J. H., Mazzanti, C. M., Straub, R. E., Goldman, D. A., & Weinberger, D. R. (2001) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.111134598 · Cited by 2,374 · see citing works
New genetic loci implicated in fasting glucose homeostasis and their impact on type 2 diabetes risk
DIAGRAM Consortium, Dupuis, J., GIANT Consortium, Global BPgen Consortium, Anders Hamsten on behalf of Procardis Consortium, the MAGIC investigators, Langenberg, C., Prokopenko, I., Saxena, R., Soranzo, N., et al. (2010) · Nature Genetics · doi:10.1038/ng.520 · Cited by 2,166 · see citing works
Pezawas, L., Meyer-Lindenberg, A., Drabant, E. M., Verchinski, B. A., Munoz, K. E., Kolachana, B. S., Egan, M. F., Mattay, V. S., Hariri, A. R., & Weinberger, D. R. (2005) · Nature Neuroscience · doi:10.1038/nn1463 · Cited by 1,980 · see citing works
Genome-wide association study identifies five new schizophrenia loci
The Schizophrenia Psychiatric Genome-Wide Association Study (GWAS) Consortium (2011) · Nature Genetics · doi:10.1038/ng.940 · Cited by 1,919 · see citing works
Eisenberg, N., Fabes, R. A., & Spinrad, T. L. (2007) · Wiley eBooks · doi:10.1002/9780470147658.chpsy0311 · Cited by 1,829 · see citing works
Oxytocin and vasopressin in the human brain: social neuropeptides for translational medicine
Meyer-Lindenberg, A., Domes, G., Kirsch, P., & Heinrichs, M. (2011) · Nature Reviews Neuroscience · doi:10.1038/nrn3044 · Cited by 1,688 · see citing works
Prosocial Behavior: Multilevel Perspectives
Penner., L. A., Dovidio., J. F., Piliavin., J. A., & Schroeder., D. A. (2005) · Annual Review of Psychology · doi:10.1146/annurev.psych.56.091103.070141 · Cited by 1,569 · see citing works
Hunter, D. J., Kraft, P., Jacobs, K. B., Cox, D. G., Yeager, M., Hankinson, S. E., Wacholder, S., Wang, Z., Welch, R. A., Hutchinson, A. A., et al. (2007) · Nature Genetics · doi:10.1038/ng2075 · Cited by 1,463 · see citing works
Advantages and pitfalls in the application of mixed-model association methods
Yang, J., Zaitlen, N. A., Goddard, M. E., Visscher, P. M., & Price, A. L. (2014) · Nature Genetics · doi:10.1038/ng.2876 · Cited by 981 · see citing works
Zheng, J., Erzurumluoglu, A. M., Elsworth, B. L., Kemp, J. P., Howe, L., Haycock, P. C., Hemani, G., Tansey, K., Laurin, C., Early Genetics and Lifecourse Epidemiology (EAGLE) Eczema Consortium, et al. (2017) · Bioinformatics · doi:10.1093/bioinformatics/btw613 · Cited by 869 · see citing works
Oxytocin, vasopressin, and human social behavior
Heinrichs, M., von Dawans, B., & Domes, G. (2009) · Frontiers in Neuroendocrinology · doi:10.1016/j.yfrne.2009.05.005 · Cited by 799 · see citing works
PAGE: Parametric Analysis of Gene Set Enrichment
Kim, S., & Volsky, D. J. (2005) · BMC Bioinformatics · doi:10.1186/1471-2105-6-144 · Cited by 781 · see citing works
Study, T. L. C., Yang, J., Bakshi, A., Zhu, Z., Hemani, G., Vinkhuyzen, A. A. E., Lee, S. H., Robinson, M. R., Perry, J. R. B., Nolte, I. M., et al. (2015) · Nature Genetics · doi:10.1038/ng.3390 · Cited by 745 · see citing works
Kettunen, J., Demirkan, A., Würtz, P., Draisma, H. H. M., Haller, T., Rawal, R., Vaarhorst, A., Kangas, A. J., Lyytikäinen, L.-P., Pirinen, M., et al. (2016) · Nature Communications · doi:10.1038/ncomms11122 · Cited by 738 · see citing works
Agreeableness, empathy, and helping: A person × situation perspective.
Graziano, W. G., Habashi, M. M., Sheese, B. E., & Tobin, R. M. (2007) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.93.4.583 · Cited by 703 · see citing works
The developmental origins of a disposition toward empathy: Genetic and environmental contributions.
Knafo‐Noam, A., Zahn‐Waxler, C., Hulle, C. V., Robinson, J. L., & Rhee, S. H. (2008) · Emotion · doi:10.1037/a0014179 · Cited by 568 · see citing works
Genomic inflation factors under polygenic inheritance
Yang, J., Weedon, M. N., Purcell, S., Lettre, G., Estrada, K., Willer, C. J., Smith, A. V., Ingelsson, E., O’Connell, J. R., Mangino, M., et al. (2011) · European Journal of Human Genetics · doi:10.1038/ejhg.2011.39 · Cited by 560 · see citing works
Positive Association of the Oxytocin Receptor Gene (OXTR) with Autism in the Chinese Han Population
Wu, S., Jia, M., Ruan, Y., Liu, J., Guo, Y., Mei, S., Gong, X., Zhang, Y., Yang, X., & Zhang, D. (2005) · Biological Psychiatry · doi:10.1016/j.biopsych.2005.03.013 · Cited by 553 · see citing works
Walum, H., Westberg, L., Henningsson, S., Neiderhiser, J. M., Reiss, D., Igl, W., Ganiban, J. M., Spotts, E. L., Pedersen, N. L., Eriksson, E., et al. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0803081105 · Cited by 460 · see citing works
Serum Lipoprotein Levels, Statin Use, and Cognitive Function in Older Women
Yaffe, K. S., Barrett-Connor, E. L., Lin, F., & Grady, D. G. (2002) · Archives of Neurology · doi:10.1001/archneur.59.3.378 · Cited by 439 · see citing works
Improved linear mixed models for genome-wide association studies
Listgarten, J., Lippert, C., Kadie, C. M., Davidson, R. I., Eskin, E., & Heckerman, D. E. (2012) · Nature Methods · doi:10.1038/nmeth.2037 · Cited by 403 · see citing works
Monoamine oxidase A gene (MAOA) predicts behavioral aggression following provocation
McDermott, R., Tingley, D., Cowden, J., Frazzetto, G., & Johnson, D. D. P. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0808376106 · Cited by 384 · see citing works
Heritability of cooperative behavior in the trust game
Cesarini, D., Dawes, C. T., Fowler, J. H., Johannesson, M., Lichtenstein, P., & Wallace, B. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0710069105 · Cited by 371 · see citing works
Visscher, P. M., Hemani, G., Vinkhuyzen, A. A. E., Chen, G., Lee, S., Wray, N. R., Goddard, M. E., & Yang, J. (2014) · PLoS Genetics · doi:10.1371/journal.pgen.1004269 · Cited by 325 · see citing works
A field study on cooperativeness and impatience in the Tragedy of the Commons
Fehr, E., & Leibbrandt, A. (2011) · Journal of Public Economics · doi:10.1016/j.jpubeco.2011.05.013 · Cited by 313 · see citing works
Reimagining where we live: cultural placemaking and the \nlevelling up agenda
Lansley, A. (2022) · Research Repository (University of Gloucestershire) · Cited by 307 · see citing works
Knafo, A., & Plomin, R. (2006) · Developmental Psychology · doi:10.1037/0012-1649.42.5.771 · Cited by 295 · see citing works
Knafo, A., Israel, S., Darvasi, A., Bachner‐Melman, R., Uzefovsky, F., Cohen, L., Feldman, E., Lerer, E., Laiba, E., Raz, Y., et al. (2007) · Genes Brain & Behavior · doi:10.1111/j.1601-183x.2007.00341.x · Cited by 294 · see citing works
The contributions of oxytocin and vasopressin pathway genes to human behavior
Ebstein, R. P., Knafo, A., Mankuta, D., Chew, S. H., & Lai, P. S. (2012) · Hormones and Behavior · doi:10.1016/j.yhbeh.2011.12.014 · Cited by 283 · see citing works
Israel, S., Lerer, E., Shalev, I., Uzefovsky, F., Riebold, M., Laiba, E., Bachner-Melman, R., Maril, A., Bornstein, G., Knafo, A., et al. (2009) · PLoS ONE · doi:10.1371/journal.pone.0005535 · Cited by 278 · see citing works
Dreber, A., Apicella, C. L., Eisenberg, D. T. A., Garcia, J. R., Zamore, R. S., Lum, J. K., & Campbell, B. (2009) · Evolution and Human Behavior · doi:10.1016/j.evolhumbehav.2008.11.001 · Cited by 217 · see citing works
Genome-wide Association Studies Identify Genetic Loci Associated With Albuminuria in Diabetes
Teumer, A., Tin, A., Sorice, R., Gorski, M., Yeo, N. C., Chu, A. Y., Li, M., Li, Y., Mijatovic, V., Ko, Y.-A., et al. (2015) · Diabetes · doi:10.2337/db15-1313 · Cited by 161 · see citing works
GSA-SNP: a general approach for gene set analysis of polymorphisms
Nam, D., Kim, J., Kim, S., & Kim, S. (2010) · Nucleic Acids Research · doi:10.1093/nar/gkq428 · Cited by 130 · see citing works
Predictors of Cognitive Decline in Older Individuals With Diabetes
Bruce, D. G., Davis, W. A., Casey, G. P., STARKSTEIN, S. E., Clarnette, R., Almeida, O. P., & Davis, T. M. E. (2008) · Diabetes Care · doi:10.2337/dc08-0562 · Cited by 117 · see citing works
Rushton, J. P. (2004) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2004.2941 · Cited by 113 · see citing works
Monoamine Oxidase A Gene (MAOA) Associated with Attitude Towards Longshot Risks
Zhong, S., Israel, S., Xue, H., Ebstein, R. P., & Chew, S. H. (2009) · PLoS ONE · doi:10.1371/journal.pone.0008516 · Cited by 96 · see citing works
Microalbuminuria, peripheral artery disease, and cognitive function
Vupputuri, S. X., Shoham, D. A., Hogan, S. L., & Kshirsagar, A. V. (2007) · Kidney International · doi:10.1038/sj.ki.5002672 · Cited by 49 · see citing works
Genetic Determinants of Financial Risk Taking
Kuhnen, C. M., & Chiao, J. Y. (2009) · PLoS ONE · doi:10.1371/journal.pone.0004362 · Cited by 35 · see citing works
Oxytocin and Vasopressin Gene Variation and the Neural Basis of Social Behaviors
Westberg, L., & Walum, H. (2013) · Oxford University Press eBooks · doi:10.1093/oxfordhb/9780199753888.013.011 · Cited by 8 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Polimanti, R. A., Walters, R. K., Johnson, E. C., McClintick, J. N., Adkins, A. E., Adkins, D. E., Bacanu, S., Bierut, L. J., Bigdeli, T. B., Brown, S. A., et al. (2020) · Molecular Psychiatry · doi:10.1038/s41380-020-0677-9 · Cited by 123 · see citing works
Strillacci, M. G., Gorla, E., Ríos-Utrera, Á., Murillo, V. E. V., Bermúdez, M. M., García-Ruíz, A., Cerolini, S., Román-Ponce, S. I., & Bagnato, A. (2019) · Frontiers in Genetics · doi:10.3389/fgene.2019.00982 · Cited by 23 · see citing works
Human genetic adaptation related to cellular zinc homeostasis
Roca-Umbert, A., Garcia-Calleja, J., Vogel-González, M., Fierro-Villegas, A., Ill-Raga, G., Herrera-Fernández, V., Bosnjak, A., Muntané, G., Gutiérrez, E., Campelo, F., et al. (2023) · PLoS Genetics · doi:10.1371/journal.pgen.1010950 · Cited by 8 · see citing works
“The major haplotype outside Africa was found significantly associated with greater susceptibility to major depression and other related psychiatric disorders [55,56] as well as with higher values for self-reported helping behavior [57].”
Prosociality and the Brain: Understanding When and Why We Help, Share, and Cooperate
Sandhu, T., Saju, S. R., Wang, R., & Tusche, A. (2026) · Springer eBooks · doi:10.1007/978-3-032-02925-6_24
- Authors
- Primes, G., & Fieder, M.
- Affiliations
- University of Vienna (AT)
- Corresponding author
- Primes, Georg
- Venue
- PLoS ONE
- Publisher
- Public Library of Science (PLoS)
- Published
- 2018-01-11
- Volume
- 13
- Issue
- 1
- Pages
- e0190950
- ISSN
- 1932-6203 (ISSN-L)
- PMC
- PMC5764334
- OpenAlex
- W2783404510
- Cited by
- 4
- References
- 58
- Citations by year
- 2026: 1 · 2023: 1 · 2020: 1 · 2019: 1
- FWCI
- 0.31
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- PLoS ONE (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Phaidra (Universität Wien) (submittedVersion, cc-by-nc-nd)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Figshare (submittedVersion, cc-by)
- Funders
- Universität Wien (IP547011; molekulares Kompetenzzentrum UW/VU)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Associations and Epidemiology
- Social Sciences › Psychology › Social Psychology › Neuroendocrine regulation and behavior
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neurotransmitter Receptor Influence on Behavior
- Keywords
- helping behavior, prosocial behavior, heritability, genetic association, single nucleotide polymorphisms, chromosome 20, behavioral genetics, older adults
- MeSH terms
- Chromosomes, Human, Pair 20, Helping Behavior, Humans, Longitudinal Studies, Middle Aged, United States, Linear Models, Polymorphism, Single Nucleotide, Principal Component Analysis, Genome-Wide Association Study, Self Report, Genotyping Techniques
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