Abstract
Objective
Caring, sensitive parenting is known to be associated with higher levels of engagement in support-seeking behaviors among children and young adolescents. However, no study has yet explored the role of perceived parental attention in social support seeking in early adulthood. Growing evidence suggests that the µ-opioid receptor gene polymorphism (OPRM1 A118G) moderates one’s responsiveness to social environments. Prompted by the differential susceptibility theory of gene–environment interaction, the present study examined whether the OPRM1 polymorphism would moderate the association between perceived parental attention and social support seeking in early adulthood.
Methods
Six hundred and twenty Japanese undergraduate students self-reported the amount of attention they subjectively perceived their parents to have given them during childhood and completed scales that assess support-seeking behaviors. Clippings of their fingernails were collected for genotyping.
Results
The results showed that the interactive effect of perceived parental attention and OPRM1 genotypes on social support seeking was significant. Specifically, perceived parental attention only significantly and positively predicted OPRM1 GG carriers’ social support seeking in response to stress.
Conclusions
The findings support the view that OPRM1 polymorphism moderates the association between early experiences and developmental outcomes.
This is a preview of subscription content,
to check access.
Similar content being viewed by others
Data Availability
The data generated or analyzed during this study are available as supplementary file.
Notes
Even when gender was removed from the models, the significant results remained. Please see the supplementary materials for more details.
References
Belsky, J., Jonassaint, C., Pluess, M., Stanton, M., Brummett, B., & Williams, R. (2009). Vulnerability genes or plasticity genes? Molecular Psychiatry, 14(8), 746–754. https://doi.org/10.1038/mp.2009.44
Belsky, J., & Pluess, M. (2009). Beyond diathesis stress: Differential susceptibility to environmental influences. Psychological Bulletin, 135(6), 885–908. https://doi.org/10.1037/a0017376
Bertoletti, E., Zanoni, A., Giorda, R., & Battaglia, M. (2012). Influence of the OPRM1 gene polymorphism upon children’s degree of withdrawal and brain activation in response to facial expressions. Developmental Cognitive Neuroscience, 2(1), 103–109. https://doi.org/10.1016/j.dcn.2011.05.001
Boparai, S., Borelli, J. L., Partington, L., Smiley, P., Jarvik, E., Rasmussen, H. F. … Nurmi, E. L. (2018). Interaction between the opioid receptor OPRM1 gene and mother-child language style matching prospectively predicts children’s separation anxiety disorder symptoms. Research in Developmental Disabilities, 82, 120–131. https://doi.org/10.1016/j.ridd.2018.03.002
Bowlby, J. (1969). Attachment and Loss, Vol. 1: Attachment. New York: Basic Books
Carver, C. S. (1997). You want to measure coping but your protocol’ too long: Consider the brief cope. International Journal of Behavioral Medicine, 4(1), 92–100. https://doi.org/10.1207/s15327558ijbm0401_6
Carver, C. S., Johnson, S. L., & Kim, Y. (2016). Mu opioid receptor polymorphism, early social adversity, and social traits. Social Neuroscience, 11(5), 515–524. https://doi.org/10.1080/17470919.2015.1114965
Caspi, A., McClay, J., Moffitt, T. E., Mill, J., Martin, J., Craig, I. W. … Poulton, R. (2002). Role of Genotype in the Cycle of Violence in Maltreated Children. Science, 297(5582), 851–854. https://doi.org/10.1126/science.1072290
Cimino, S., Carola, V., Cerniglia, L., Bussone, S., Bevilacqua, A., & Tambelli, R. (2020). The µ-opioid receptor gene A118G polymorphism is associated with insecure attachment in children with disruptive mood regulation disorder and their mothers. Brain and Behavior, 10(7), 1–12. https://doi.org/10.1002/brb3.1659
Cobb, S. (1976). Social support as a moderator of life stress. Psychosomatic Medicine, 38(5), 300–314. https://doi.org/10.1097/00006842-197609000-00003
Copeland, W. E., Sun, H., Costello, E. J., Angold, A., Heilig, M. A., & Barr, C. S. (2011). Child µ-Opioid Receptor Gene Variant Influences Parent–Child Relations. Neuropsychopharmacology : Official Publication Of The American College Of Neuropsychopharmacology, 36(6), 1165–1170. https://doi.org/10.1038/npp.2010.251
Frodl, T., Reinhold, E., Koutsouleris, N., Donohoe, G., Bondy, B., Reiser, M. … Meisenzahl, E. M. (2010). Childhood stress, serotonin transporter gene and brain structures in major depression. Neuropsychopharmacology : Official Publication Of The American College Of Neuropsychopharmacology, 35(6), 1383–1390. https://doi.org/10.1038/npp.2010.8
Gaylord-Harden, N. K., Campbell, C. L., & Kesselring, C. M. (2010). Maternal parenting behaviors and coping in African American children: The influence of gender and stress. Journal of Child and Family Studies, 19(5), 579–587. https://doi.org/10.1007/s10826-009-9333-3
George, C., & Solomon, J. (1996). Representational models of relationships: Links between caregiving and attachment. Infant Mental Health Journal, 17(3), 198–216. https://doi.org/10.1002/(SICI)1097-0355(199623)17:3%3C198::AID-IMHJ2%3E3.0.CO;2-L
Johnson, K. V. A., & Dunbar, R. I. M. (2016). Pain tolerance predicts human social network size. Scientific Reports, 6(1), 25267. https://doi.org/10.1038/srep25267
Johnson, S. L., Carver, C. S., Joormann, J., & Cuccaro, M. L. (2016). Genetic polymorphisms related to behavioral approach and behavioral inhibition scales. Personality and Individual Differences, 88, 251–255. https://doi.org/10.1016/j.paid.2015.09.024
Kim, H. S., Sherman, D. K., Sasaki, J. Y., Xu, J., Chu, T. Q., Ryu, C. … Taylor, S. E. (2010). Culture, distress, and oxytocin receptor polymorphism (OXTR) interact to influence emotional support seeking. Proceedings of the National Academy of Sciences, 107(36), 15717–15721. https://doi.org/10.1073/pnas.1010830107
Klepstad, P., Rakvåg, T. T., Kaasa, S., Holthe, M., Dale, O., Borchgrevink, P. C. … Skorpen, F. (2004). The 118 A > G polymorphism in the human µ-opioid receptor gene may increase morphine requirements in patients with pain caused by malignant disease. Acta Anaesthesiologica Scandinavica, 48(10), 1232–1239. https://doi.org/10.1111/j.1399-6576.2004.00517.x
Kliewer, W., Fearnow, M. D., & Miller, P. A. (1996). Coping socialization in middle childhood: Tests of maternal and paternal Influences. Child Development, 67(5), 2339–2357. https://doi.org/10.1111/j.1467-8624.1996.tb01861.x
Larose, S., Boivin, M., & Doyle, A. B. (2001). Parental representations and attachment style as predictors of support-seeking behaviors and perceptions of support in an academic counseling relationship. Personal Relationships, 8(1), 93–113. https://doi.org/10.1111/j.1475-6811.2001.tb00030.x
Margarit, C., Ballester, P., Inda, M. D., Roca, R., Gomez, L., Planelles, B. … Peiro, A. M. (2019). OPRM1 Gene Interaction with Sleep in Chronic Pain Patients Treated with Opioids. Pain Physician, 22(1), 97–107. https://doi.org/10.36076/ppj/2019.22.97
Mojaverian, T., Hashimoto, T., & Kim, H. (2013). Cultural differences in professional help seeking: A comparison of Japan and the U.S [Original Research]. Frontiers in Psychology, 3(615), https://doi.org/10.3389/fpsyg.2012.00615
Noto, K., Suzuki, A., Shirata, T., Matsumoto, Y., Takahashi, N., Goto, K., & Otani, K. (2020). Mu-opioid receptor polymorphism moderates sensitivity to parental behaviors during characterization of personality traits. Neuropsychiatric Disease and Treatment, 16, 2161–2167. https://doi.org/10.2147/NDT.S265774
Oertel, B. G., Kettner, M., Scholich, K., Renné, C., Roskam, B., Geisslinger, G. … Lötsch, J. (2009). A common human µ-opioid receptor genetic variant diminishes the receptor signaling efficacy in brain regions processing the sensory information of pain. Journal of Biological Chemistry, 284(10), 6530–6535. https://doi.org/10.1074/jbc.M807030200
Ognibene, T. C., & Collins, N. L. (1998). Adult attachment styles, perceived social support and coping strategies. Journal of Social and Personal Relationships, 15(3), 323–345. https://doi.org/10.1177/0265407598153002
Ohtsubo, Y., Matsunaga, M., Masuda, T., Noguchi, Y., Yamasue, H., & Ishii, K. (2022). Test of the serotonin transporter gene × early life stress interaction effect on subjective well-being and loneliness among Japanese young adults. Japanese Psychological Research. https://doi.org/10.1111/jpr.12376
Partington, L. C., Borelli, J. L., Smiley, P., Jarvik, E., Rasmussen, H. F., Seaman, L. C., & Nurmi, E. L. (2018). Parental overcontrol x OPRM1 genotype interaction predicts school-aged children’s sympathetic nervous system activation in response to performance challenge. Research in Developmental Disabilities, 82, 39–52. https://doi.org/10.1016/j.ridd.2018.04.011
Persson, E., Asutay, E., Heilig, M., Löfberg, A., Pedersen, N., Västfjäll, D., & Tinghög, G. (2019). Variation in the µ-opioid receptor gene (OPRM1) does not moderate social-rejection sensitivity in humans. Psychological Science, 30(7), 1050–1062. https://doi.org/10.1177/0956797619849894
Phan, L., Jin, Y., Zhang, H., Qiang, W., Shekhtman, E., Shao, D. … Kattman, B. L. (2020). ALFA: allele frequency aggregator. National Center for Biotechnology Information, US National Library of Medicine, 10 Mar. www.ncbi.nlm.nih.gov/snp/docs/gsr/alfa/
Pluess, M., & Belsky, J. (2013). Vantage sensitivity: Individual differences in response to positive experiences. Psychological Bulletin, 139(4), 901–916. https://doi.org/10.1037/a0030196
Ray, R., Ruparel, K., Newberg, A., Wileyto, E. P., Loughead, J. W., Divgi, C. … Lerman, C. (2011). Human mu opioid receptor (OPRM1 A118G) polymorphism is associated with brain mu-opioid receptor binding potential in smokers. Proceedings of the National Academy of Sciences, 108(22), 9268–9273. https://doi.org/10.1073/pnas.1018699108
Reyes-Gibby, C. C., Shete, S., Rakvåg, T., Bhat, S. V., Skorpen, F., Bruera, E. … Klepstad, P. (2007). Exploring joint effects of genes and the clinical efficacy of morphine for cancer pain: OPRM1 and COMT gene. Pain, 130(1–2), 25–30. https://doi.org/10.1016/j.pain.2006.10.023
Romano, E., Babchishin, L., Marquis, R., & Fréchette, S. (2015). Childhood maltreatment and educational outcomes. Trauma Violence and Abuse, 16(4), 418–437. https://doi.org/10.1177/1524838014537908
Ruchkin, V. V., Eisemann, M., & Hägglöf, B. (1999). Coping styles in delinquent adolescents and controls: The role of personality and parental rearing. Journal of Youth and Adolescence, 28(6), 705–717. https://doi.org/10.1023/A:1021639617667
Sia, A. T., Lim, Y., Lim, E. C. P., Goh, Rachelle, W. C., Law, H. Y., Landau, R. … Tan, E. C. (2008). A118G single nucleotide polymorphism of human µ-opioid receptor gene influences pain perception and patient-controlled intravenous morphine consumption after intrathecal morphine for postcesarean analgesia. Anesthesiology, 109(3), 520–526. https://doi.org/10.1097/ALN.0b013e318182af21
Slavich, G. M., Tartter, M. A., Brennan, P. A., & Hammen, C. (2014). Endogenous opioid system influences depressive reactions to socially painful targeted rejection life events. Psychoneuroendocrinology, 49(1), 141–149. https://doi.org/10.1016/j.psyneuen.2014.07.009
Swann, G., Byck, G. R., Dick, D. M., Aliev, F., Latendresse, S. J., Riley, B. … Mustanski, B. (2014). Effect of OPRM1 and stressful life events on symptoms of major depression in African American adolescents. Journal of Affective Disorders, 162, 12–19. https://doi.org/10.1016/j.jad.2014.03.020
Sweitzer, M. M., Halder, I., Flory, J. D., Craig, A. E., Gianaros, P. J., Ferrell, R. E., & Manuck, S. B. (2012). Polymorphic variation in the dopamine D4 receptor predicts delay discounting as a function of childhood socioeconomic status: evidence for differential susceptibility. Social Cognitive and Affective Neuroscience, 8(5), 499–508. https://doi.org/10.1093/scan/nss020
Taylor, S. E. (2011). Social support: A review. The Oxford handbook of health psychology (pp. 189–214). Oxford University Press
Taylor, S. E., Lerner, J. S., Sage, R. M., Lehman, B. J., & Seeman, T. E. (2004a). Early environment, emotions, responses to stress, and health. Journal of Personality, 72(6), 1365–1394. https://doi.org/10.1111/j.1467-6494.2004a.00300.x
Taylor, S. E., Sherman, D. K., Kim, H. S., Jarcho, J., Takagi, K., & Dunagan, M. S. (2004b). Culture and social support: Who seeks it and why? Journal of Personality and Social Psychology, 87(3), 354–362. https://doi.org/10.1037/0022-3514.87.3.354
Taylor, S. E., Way, B. M., Welch, W. T., Hilmert, C. J., Lehman, B. J., & Eisenberger, N. I. (2006). Early family environment, current adversity, the serotonin transporter promoter polymorphism, and depressive symptomatology. Biological Psychiatry, 60(7), 671–676. https://doi.org/10.1016/j.biopsych.2006.04.019
Tchalova, K., Sadikaj, G., Moskowitz, D. S., Zuroff, D. C., & Bartz, J. A. (2021). Variation in the µ-opioid receptor gene (OPRM1) and experiences of felt security in response to a romantic partner’s quarrelsome behavior. Molecular Psychiatry, 26(8), 3847–3857. https://doi.org/10.1038/s41380-019-0600-4
Troisi, A., Frazzetto, G., Carola, V., Di Lorenzo, G., Coviello, M., D’Amato, F. R. … Gross, C. (2011a). Social hedonic capacity is associated with the A118G polymorphism of the mu-opioid receptor gene (OPRM1) in adult healthy volunteers and psychiatric patients. Social Neuroscience, 6(1), 88–97. https://doi.org/10.1080/17470919.2010.482786
Troisi, A., Frazzetto, G., Carola, V., Di Lorenzo, G., Coviello, M., Siracusano, A., & Gross, C. (2011b). Variation in the µ-opioid receptor gene (OPRM1) moderates the influence of early maternal care on fearful attachment. Social Cognitive and Affective Neuroscience, 7(5), 542–547. https://doi.org/10.1093/scan/nsr037
Walter, C., & Lötsch, J. (2009). Meta-analysis of the relevance of the OPRM1 118A > G genetic variant for pain treatment. Pain, 146(3), 270–275. https://doi.org/10.1016/j.pain.2009.07.013
Way, B. M., & Lieberman, M. D. (2010). Is there a genetic contribution to cultural differences? Collectivism, individualism and genetic markers of social sensitivity. Social Cognitive and Affective Neuroscience, 5(2–3), 203–211. https://doi.org/10.1093/scan/nsq059
Way, B. M., Taylor, S. E., & Eisenberger, N. I. (2009). Variation in the µ-opioid receptor gene (OPRM1) is associated with dispositional and neural sensitivity to social rejection. Proceedings of the National Academy of Sciences, 106(35), 15079–15084. https://doi.org/10.1073/pnas.0812612106
Zhang, Y., Wang, D., Johnson, A. D., Papp, A. C., & Sadée, W. (2005). Allelic expression imbalance of human mu opioid receptor (OPRM1) caused by variant A118G. Journal of Biological Chemistry, 280(38), 32618–32624. https://doi.org/10.1074/jbc.M504942200
Zheng, S., Masuda, T., Matsunaga, M., Noguchi, Y., Ohtsubo, Y., Yamasue, H., & Ishii, K. (2020). Oxytocin receptor gene (OXTR) and childhood adversity influence trust. Psychoneuroendocrinology, 121, 104840. https://doi.org/10.1016/j.psyneuen.2020.104840
Zietlow, A. L., Nonnenmacher, N., Reck, C., Mueller, M., Herpertz, S. C., Neukel, C. … Boedeker, K. (2017). Early life maltreatment but not lifetime depression predicts insecure attachment in women. Archives of Women’s Mental Health, 20(4), 477–486. https://doi.org/10.1007/s00737-017-0731-z
Funding
The research was supported by Topic-Setting Program to Advance Cutting-Edge Humanities and Social Sciences Research Area Cultivation (#D-4), the Japan Society for the Promotion Science.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
On behalf of all authors, the corresponding author states that there is no conflict of interest.
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Electronic supplementary material
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Zheng, S., Ishii, K., Masuda, T. et al. Mu opioid receptor gene (OPRM1) moderates the influence of perceived parental attention on social support seeking. Adaptive Human Behavior and Physiology 8, 281–295 (2022). https://doi.org/10.1007/s40750-022-00192-w
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s40750-022-00192-w