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Marakshina J, Adamovich T, Vasin G, Ismatullina V, Lobaskova M, Malykh A, Kolyasnikov P, Tabueva A, Zakharov I, Malykh S. Factor structure and psychometric properties of the Perceived Stress Scale in Russian adolescents. Sci Rep 2024; 14:775. [PMID: 38191640 PMCID: PMC10774267 DOI: 10.1038/s41598-023-51104-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Accepted: 12/30/2023] [Indexed: 01/10/2024] Open
Abstract
This study involved a psychometric analysis of the 10-item Perceived Stress Scale (PSS-10). To investigate the Russian version of the PSS-10 for adolescents, 3530 adolescents aged 13-17 years were recruited. Confirmatory factor analysis revealed that the data corresponded to the expected two-factor configuration. Psychometric properties and factor structure were evaluated. As expected, the PSS-10 included two factors: perceived helplessness and perceived self-efficacy. Internal consistency demonstrated acceptable values (Cronbach's alpha was 0.82 for perceived helplessness, 0.77 for perceived self-efficacy, and 0.80 for the overall PSS score). Measurement invariance across sexes was assessed, and configural and metric invariance were confirmed. The developed diagnostic tool can be used both in the school system to alleviate the negative consequences of academic stress in adolescents and, in the future, in other areas, particularly in clinical practice.
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Affiliation(s)
- Julia Marakshina
- Center of Population Research, Ural Institute of Humanities, Ural Federal University Named After the First President of Russia B.N. Yeltsin, Yekaterinburg, Russia
| | - Timofey Adamovich
- Center of Population Research, Ural Institute of Humanities, Ural Federal University Named After the First President of Russia B.N. Yeltsin, Yekaterinburg, Russia
| | | | - Victoria Ismatullina
- Center of Population Research, Ural Institute of Humanities, Ural Federal University Named After the First President of Russia B.N. Yeltsin, Yekaterinburg, Russia
| | - Marina Lobaskova
- Center of Population Research, Ural Institute of Humanities, Ural Federal University Named After the First President of Russia B.N. Yeltsin, Yekaterinburg, Russia
| | - Artem Malykh
- Center of Population Research, Ural Institute of Humanities, Ural Federal University Named After the First President of Russia B.N. Yeltsin, Yekaterinburg, Russia
| | - Pavel Kolyasnikov
- Center of Population Research, Ural Institute of Humanities, Ural Federal University Named After the First President of Russia B.N. Yeltsin, Yekaterinburg, Russia
| | - Anna Tabueva
- Center of Population Research, Ural Institute of Humanities, Ural Federal University Named After the First President of Russia B.N. Yeltsin, Yekaterinburg, Russia
| | - Ilya Zakharov
- Center of Population Research, Ural Institute of Humanities, Ural Federal University Named After the First President of Russia B.N. Yeltsin, Yekaterinburg, Russia
| | - Sergey Malykh
- Center of Population Research, Ural Institute of Humanities, Ural Federal University Named After the First President of Russia B.N. Yeltsin, Yekaterinburg, Russia.
- Developmental Behavioral Genetics Lab, Federal Research Centre of Psychological and Interdisciplinary Studies, Moscow, Russia.
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Marakshina J, Pavlova A, Ismatullina V, Adamovich T, Mironets S, Sitnikova MA, Lobaskova M, Malykh S. The Russian version of the Abbreviated Math Anxiety Scale: psychometric properties in adolescents aged 13-16 years. Front Psychol 2023; 14:1275212. [PMID: 38162961 PMCID: PMC10757330 DOI: 10.3389/fpsyg.2023.1275212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Accepted: 11/27/2023] [Indexed: 01/03/2024] Open
Abstract
This study is the first to assess the internal consistency and factor validity of the Abbreviated Math Anxiety Scale (AMAS) in a sample of Russian adolescents as well as gender differences and gender invariance. The study included 4,218 adolescents in grades 7-9 (M = 14.23, SD = 0.92). Internal consistency, measured with Cronbach's alpha, was high. Analysis of the factor structure revealed the best correspondence of the second-order factor model, which included two scales (learning math anxiety and math evaluation anxiety) and the general scale of math anxiety. There were greater gender differences in the all three scales. Analysis of gender invariance demonstrated that the mathematics anxiety construct was uniform in boys and girls. These findings confirm the reliable psychometric properties and validity of the AMAS, enabling its use in adolescents.
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Affiliation(s)
- Julia Marakshina
- Center for Interdisciplinary Research in the Educational Sciences, Russian Academy of Education, Moscow, Russia
| | - Anna Pavlova
- Center for Interdisciplinary Research in the Educational Sciences, Russian Academy of Education, Moscow, Russia
| | - Victoria Ismatullina
- Developmental Behavioral Genetics Laboratory, Federal Research Centre of Psychological and Interdisciplinary Studies, Moscow, Russia
| | - Timofey Adamovich
- Center for Interdisciplinary Research in the Educational Sciences, Russian Academy of Education, Moscow, Russia
| | - Sofia Mironets
- Center for Interdisciplinary Research in the Educational Sciences, Russian Academy of Education, Moscow, Russia
| | - Maria A. Sitnikova
- Center for Interdisciplinary Research in the Educational Sciences, Russian Academy of Education, Moscow, Russia
| | - Marina Lobaskova
- Center for Interdisciplinary Research in the Educational Sciences, Russian Academy of Education, Moscow, Russia
| | - Sergey Malykh
- Center for Interdisciplinary Research in the Educational Sciences, Russian Academy of Education, Moscow, Russia
- Developmental Behavioral Genetics Laboratory, Federal Research Centre of Psychological and Interdisciplinary Studies, Moscow, Russia
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Kuzmina Y, Marakshina J, Lobaskova M, Zakharov I, Tikhomirova T, Malykh S. The Interaction between Congruency and Numerical Ratio Effects in the Nonsymbolic Comparison Test. Behav Sci (Basel) 2023; 13:983. [PMID: 38131839 PMCID: PMC10740770 DOI: 10.3390/bs13120983] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Revised: 11/24/2023] [Accepted: 11/26/2023] [Indexed: 12/23/2023] Open
Abstract
The nonsymbolic comparison task is used to investigate the precision of the Approximate Number Sense, the ability to process discrete numerosity without counting and symbols. There is an ongoing debate regarding the extent to which the ANS is influenced by the processing of non-numerical visual cues. To address this question, we assessed the congruency effect in a nonsymbolic comparison task, examining its variability across different stimulus presentation formats and numerical proportions. Additionally, we examined the variability of the numerical ratio effect with the format and congruency. Utilizing generalized linear mixed-effects models with a sample of 290 students (89% female, mean age 19.33 years), we estimated the congruency effect and numerical ratio effect for separated and intermixed formats of stimulus presentation, and for small and large numerical proportions. The findings indicated that the congruency effect increased in large numerical proportion conditions, but this pattern was observed only in the separated format. In the intermixed format, the congruency effect was insignificant for both types of numerical proportion. Notably, the numerical ratio effect varied for congruent and incongruent trials in different formats. The results may suggest that the processing of visual non-numerical parameters may be crucial when numerosity processing becomes noisier, specifically when numerical proportion becomes larger. The implications of these findings for refining the ANS theory are discussed.
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Affiliation(s)
| | | | | | | | | | - Sergey Malykh
- Psychological Institute of Russian Academy of Education, 125009 Moscow, Russia; (Y.K.); (J.M.); (M.L.); (I.Z.); (T.T.)
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Kazantseva A, Davydova Y, Enikeeva R, Mustafin R, Malykh S, Lobaskova M, Kanapin A, Prokopenko I, Khusnutdinova E. A Combined Effect of Polygenic Scores and Environmental Factors on Individual Differences in Depression Level. Genes (Basel) 2023; 14:1355. [PMID: 37510260 PMCID: PMC10379734 DOI: 10.3390/genes14071355] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 06/14/2023] [Accepted: 06/22/2023] [Indexed: 07/30/2023] Open
Abstract
The risk of depression could be evaluated through its multifactorial nature using the polygenic score (PGS) approach. Assuming a "clinical continuum" hypothesis of mental diseases, a preliminary assessment of individuals with elevated risk for developing depression in a non-clinical group is of high relevance. In turn, epidemiological studies suggest including social/lifestyle factors together with PGS to address the "missing heritability" problem. We designed regression models, which included PGS using 27 SNPs and social/lifestyle factors to explain individual differences in depression levels in high-education students from the Volga-Ural region (VUR) of Eurasia. Since issues related to population stratification in PGS scores may lead to imprecise variant effect estimates, we aimed to examine a sensitivity of PGS calculated on summary statistics of depression and neuroticism GWAS from Western Europeans to assess individual proneness to depression levels in the examined sample of Eastern Europeans. A depression score was assessed using the revised version of the Beck Depression Inventory (BDI) in 1065 young adults (age 18-25 years, 79% women, Eastern European ancestry). The models based on weighted PGS demonstrated higher sensitivity to evaluate depression level in the full dataset, explaining up to 2.4% of the variance (p = 3.42 × 10-7); the addition of social parameters enhanced the strength of the model (adjusted r2 = 15%, p < 2.2 × 10-16). A higher effect was observed in models based on weighted PGS in the women group, explaining up to 3.9% (p = 6.03 × 10-9) of variance in depression level assuming a combined SNPs effect and 17% (p < 2.2 × 10-16)-with the addition of social factors in the model. We failed to estimate BDI-measured depression based on summary statistics from Western Europeans GWAS of clinical depression. Although regression models based on PGS from neuroticism (depression-related trait) GWAS in Europeans were associated with a depression level in our sample (adjusted r2 = 0.43%, p = 0.019-for unweighted model), the effect was mainly attributed to the inclusion of social/lifestyle factors as predictors in these models (adjusted r2 = 15%, p < 2.2 × 10-16-for unweighted model). In conclusion, constructed PGS models contribute to a proportion of interindividual variability in BDI-measured depression in high-education students, especially women, from the VUR of Eurasia. External factors, including the specificity of rearing in childhood, used as predictors, improve the predictive ability of these models. Implementation of ethnicity-specific effect estimates in such modeling is important for individual risk assessment.
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Affiliation(s)
- Anastasiya Kazantseva
- Institute of Biochemistry and Genetics-Subdivision of the Ufa Federal Research Centre of the Russian Academy of Sciences, 450054 Ufa, Russia
- Laboratory of Neurocognitive Genomics, Department of Genetics and Fundamental Medicine, Ufa University of Science and Technology, 450076 Ufa, Russia
| | - Yuliya Davydova
- Institute of Biochemistry and Genetics-Subdivision of the Ufa Federal Research Centre of the Russian Academy of Sciences, 450054 Ufa, Russia
- Laboratory of Neurocognitive Genomics, Department of Genetics and Fundamental Medicine, Ufa University of Science and Technology, 450076 Ufa, Russia
| | - Renata Enikeeva
- Institute of Biochemistry and Genetics-Subdivision of the Ufa Federal Research Centre of the Russian Academy of Sciences, 450054 Ufa, Russia
- Laboratory of Neurocognitive Genomics, Department of Genetics and Fundamental Medicine, Ufa University of Science and Technology, 450076 Ufa, Russia
| | - Rustam Mustafin
- Department of Medical Genetics and Fundamental Medicine, Bashkir State Medical University, 450008 Ufa, Russia
| | - Sergey Malykh
- Psychological Institute, Russian Academy of Education, 125009 Moscow, Russia
- Department of Psychology, Lomonosov Moscow State University, 125009 Moscow, Russia
| | - Marina Lobaskova
- Psychological Institute, Russian Academy of Education, 125009 Moscow, Russia
| | - Alexander Kanapin
- Laboratory of Neurocognitive Genomics, Department of Genetics and Fundamental Medicine, Ufa University of Science and Technology, 450076 Ufa, Russia
| | - Inga Prokopenko
- Department of Clinical & Experimental Medicine, University of Surrey, Guildford GU2 7XH, UK
- People-Centred Artificial Intelligence Institute, University of Surrey, Guildford GU2 7XH, UK
| | - Elza Khusnutdinova
- Institute of Biochemistry and Genetics-Subdivision of the Ufa Federal Research Centre of the Russian Academy of Sciences, 450054 Ufa, Russia
- Laboratory of Neurocognitive Genomics, Department of Genetics and Fundamental Medicine, Ufa University of Science and Technology, 450076 Ufa, Russia
- Department of Psychology, Lomonosov Moscow State University, 125009 Moscow, Russia
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Marakshina J, Vasin G, Ismatullina V, Malykh A, Adamovich T, Lobaskova M, Malykh S. The brief COPE-A inventory in Russian for adolescents: Validation and evaluation of psychometric properties. Heliyon 2023; 9:e13242. [PMID: 36747558 PMCID: PMC9898444 DOI: 10.1016/j.heliyon.2023.e13242] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2022] [Revised: 01/09/2023] [Accepted: 01/22/2023] [Indexed: 01/31/2023] Open
Abstract
In this paper, the results of a psychometric analysis of a Brief Russian-language version of the COPE-A inventory for adolescents are presented. The inventory was designed for identifying coping strategies used in stressful situations and is comprised of 31 items. The study involved 3530 adolescents aged 13 to 17 years old. Using exploratory factor analysis and confirmatory factor analysis, it was shown that the data correspond to the expected six-factor configuration, but the distribution of items by factors differs from the theoretical structure. To improve the factor structure, two questions were excluded; the final version included 29 items. The resulting inventory's scales turned out to be highly reliable (Cronbach's alpha values range from 0.72 to 0.89). Additionally, the construct validity of the method was assessed. In conclusion, the adapted version of the Brief COPE-A is suitable for use in the adolescent population.
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Affiliation(s)
- Julia Marakshina
- Center of Population Research, Ural Institute of Humanities, Ural Federal University Named After the First President of Russia B.N. Yeltsin, Russia,Developmental Behavioral Genetics Lab, Psychological Institute of Russian Academy of Education, Russia
| | - Georgy Vasin
- Center of Population Research, Ural Institute of Humanities, Ural Federal University Named After the First President of Russia B.N. Yeltsin, Russia
| | - Victoria Ismatullina
- Center of Population Research, Ural Institute of Humanities, Ural Federal University Named After the First President of Russia B.N. Yeltsin, Russia,Developmental Behavioral Genetics Lab, Psychological Institute of Russian Academy of Education, Russia
| | - Artem Malykh
- Center of Population Research, Ural Institute of Humanities, Ural Federal University Named After the First President of Russia B.N. Yeltsin, Russia
| | - Timofey Adamovich
- Center of Population Research, Ural Institute of Humanities, Ural Federal University Named After the First President of Russia B.N. Yeltsin, Russia,Developmental Behavioral Genetics Lab, Psychological Institute of Russian Academy of Education, Russia
| | - Marina Lobaskova
- Center of Population Research, Ural Institute of Humanities, Ural Federal University Named After the First President of Russia B.N. Yeltsin, Russia,Developmental Behavioral Genetics Lab, Psychological Institute of Russian Academy of Education, Russia
| | - Sergey Malykh
- Department of Psychology, Lomonosov Moscow State University, Russia,Developmental Behavioral Genetics Lab, Psychological Institute of Russian Academy of Education, Russia,Corresponding author. Department of Psychology, Lomonosov Moscow State University, Russia.
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Marakshina J, Adamovich T, Kuzmina Y, Zakharov I, Lobaskova M. Electrophysiological Analysis of the Congruency Effects and Proportion for the Non-Symbolic Number Sense: EEG Study. Int J Psychophysiol 2021. [DOI: 10.1016/j.ijpsycho.2021.07.371] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Kazantseva A, Davydova Y, Enikeeva R, Lobaskova M, Mustafin R, Malykh S, Takhirova Z, Khusnutdinova E. AVPR1A main effect and OXTR-by-environment interplay in individual differences in depression level. Heliyon 2020; 6:e05240. [PMID: 33088973 PMCID: PMC7567928 DOI: 10.1016/j.heliyon.2020.e05240] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Revised: 07/10/2020] [Accepted: 10/08/2020] [Indexed: 12/30/2022] Open
Abstract
Background Multiple studies of depression indicated a significant role of gene-by-environment interactions; however, they are mainly limited to the examination of modulating effect of recent stressful life events. Other environmental factors occurring at different stages of ante- and postnatal development may affect the association between multiple genes and depression. The study aimed to analyze the main and haplotype-based effect of serotonergic system and HPA-axis gene polymorphisms on depression and to detect gene-by-environment interaction models explaining individual variance in depression in mentally healthy young adults from Russia. Methods Depression score was assessed using Beck Depression Inventory (BDI) in 623 healthy individuals (81% women; 17-25 years) of Caucasian origin (Russians, Tatars, Udmurts) from Russia. The main- and gene-based effects of 12 SNPs in SLC6A4 (5-HTTLPR, rs1042173), HTR2A (rs7322347), OXTR (rs7632287, rs2254298, rs13316193, rs53576, rs2228485, rs237911), AVPR1A (rs3803107, rs1042615), and AVPR1B (rs33911258) genes, and gene-by-environment interactions were tested with linear regression models (PLINK v.1.9) adjusted for multiple comparisons. Results We observed ethnicity-specific main effect of the AVPR1A rs3803107 (P = 0.003; PFDR = 0.047) and gene-based effect of the OXTR gene (Р = 0.005; Pperm = 0.034) on BDI-measured depression, and modifying effect of paternal care on OXTR rs53576 (P = 0.004; PFDR = 0.012) and birth order on OXTR rs237911 (P = 0.006; PFDR = 0.018) association with depression level. Limitations A hypothesis driven candidate gene approach, which examined a limited number of genetic variants in a moderately large sample, was used. Conclusions Our preliminary findings indicate that familial environment may play a permissive role modulating the manifestation of OXTR-based depression variance in mentally healthy subjects.
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Affiliation(s)
- A Kazantseva
- Institute of Biochemistry and Genetics, Subdivision of the Ufa Federal Research Centre of the Russian Academy of Sciences, 71, Prospekt Oktyabrya, Ufa, 450054, Russia
| | - Yu Davydova
- Institute of Biochemistry and Genetics, Subdivision of the Ufa Federal Research Centre of the Russian Academy of Sciences, 71, Prospekt Oktyabrya, Ufa, 450054, Russia
| | - R Enikeeva
- Institute of Biochemistry and Genetics, Subdivision of the Ufa Federal Research Centre of the Russian Academy of Sciences, 71, Prospekt Oktyabrya, Ufa, 450054, Russia
| | - M Lobaskova
- Psychological Institute, Russian Academy of Education, 9/4, Mohovaya Street, Moscow, 125009, Russia
| | - R Mustafin
- Bashkir State Medical University, 3, Lenin Street, Ufa, 450008, Russia
| | - S Malykh
- Psychological Institute, Russian Academy of Education, 9/4, Mohovaya Street, Moscow, 125009, Russia
| | - Z Takhirova
- Russian Academy of Education, 8, Pogodinskaya Street, Moscow, 119121, Russia
| | - E Khusnutdinova
- Institute of Biochemistry and Genetics, Subdivision of the Ufa Federal Research Centre of the Russian Academy of Sciences, 71, Prospekt Oktyabrya, Ufa, 450054, Russia
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Vasin G, Lobaskova M, Gindina E, Malykh S. Gender differences in the relationships of temperament and behavioral problems in Russian adolescents. Personality and Individual Differences 2016. [DOI: 10.1016/j.paid.2016.05.331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Kazantseva A, Gaysina D, Kutlumbetova Y, Kanzafarova R, Malykh S, Lobaskova M, Khusnutdinova E. Brain derived neurotrophic factor gene (BDNF) and personality traits: the modifying effect of season of birth and sex. Prog Neuropsychopharmacol Biol Psychiatry 2015; 56:58-65. [PMID: 25132151 DOI: 10.1016/j.pnpbp.2014.08.001] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2014] [Revised: 07/16/2014] [Accepted: 08/04/2014] [Indexed: 01/17/2023]
Abstract
Personality traits are complex phenotypes influenced by interactions of multiple genetic variants of small effect and environmental factors. It has been suggested that the brain derived neurotrophic factor gene (BDNF) is involved in personality traits. Season of birth (SOB) has also been shown to affect personality traits due to its influences on brain development during prenatal and early postnatal periods. The present study aimed to investigate the effects of BDNF on personality traits; and the modifying effects of SOB and sex on associations between BDNF and personality traits. A sample of 1018 young adults (68% women; age range 17-25years) of Caucasian origin from the Russian Federation was assessed on personality traits (Novelty Seeking, Harm Avoidance, Reward Dependence, Persistence, Self-directedness, Cooperativeness, Self-transcendence) with the Temperament and Character Inventory-125 (TCI-125). Associations between personality traits and 12 BDNF SNPs were tested using linear regression models. The present study demonstrated the effect of rs11030102 on Persistence in females only (PFDR=0.043; r(2)=1.3%). There were significant interaction effects between Val66Met (rs6265) and SOB (PFDR=0.048, r(2)=1.4%), and between rs2030323 and SOB (PFDR=0.042, r(2)=1.3%), on Harm Avoidance. Our findings provide evidence for the modifying effect of SOB on the association between BDNF and Harm Avoidance, and for the modifying effect of sex on the association between BDNF and Persistence.
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Affiliation(s)
- A Kazantseva
- Institute of Biochemistry and Genetics, Ufa Scientific Center, Russian Academy of Sciences, 71, Prospekt Oktyabrya, Ufa 450054, Russia.
| | - D Gaysina
- Rudd Centre for Adoption Research and Practice, School of Psychology, University of Sussex, Falmer, Brighton BN1 9RH, United Kingdom.
| | - Yu Kutlumbetova
- Institute of Biochemistry and Genetics, Ufa Scientific Center, Russian Academy of Sciences, 71, Prospekt Oktyabrya, Ufa 450054, Russia; Bashkir State University, 32, Zaki Validi, Ufa 450074, Russia.
| | - R Kanzafarova
- Institute of Biochemistry and Genetics, Ufa Scientific Center, Russian Academy of Sciences, 71, Prospekt Oktyabrya, Ufa 450054, Russia; Bashkir State University, 32, Zaki Validi, Ufa 450074, Russia
| | - S Malykh
- Psychological Institute, Russian Academy of Education, 9/4, Mohovaya Street, Moscow 125009, Russia.
| | - M Lobaskova
- Udmurt State University, Universitetskaya St. 1Izhevsk, 426034, Russia
| | - E Khusnutdinova
- Institute of Biochemistry and Genetics, Ufa Scientific Center, Russian Academy of Sciences, 71, Prospekt Oktyabrya, Ufa 450054, Russia; Rudd Centre for Adoption Research and Practice, School of Psychology, University of Sussex, Falmer, Brighton BN1 9RH, United Kingdom
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Lobaskova M, Novgorodova I, Mukhordova O, Gindina E, Malykh S. The nature of individual differences of temperament in Russian-language children of 7–14 ages. Personality and Individual Differences 2014. [DOI: 10.1016/j.paid.2013.07.330] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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