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S. Si et al.                                                                          NeuroImage 213 (2020) 116681
         determined by a single variant of DRD2 or COMT, but combinations of  between them. This to certain extent coincides with the vantage sensi-
         them (CGS). They may influence creativity through their effects on DA  tivity model that was newly proposed by Manuck (2011) and Sweitzer
         neurotransmission. A wide range of evidence has established the role of  et al. (2013). It mainly describes individuals’ different response to pos-
         DA in motivation (Carlson, 2001). And a theory based on this evidence  itive environments, arguing some individuals tend to be more susceptible
         stating that the dopaminergic neural system may facilitate creativity  to beneficial environments but are relatively unaffected by adverse sit-
         through motivation (Flaherty, 2005). A recent empirical study showed  uation (Pluess and Belsky, 2013). Nonetheless, a low level of father
         motivation acted as a mediator between dopamine related gene and  authoritarianism may not be the same as the exclusively positive envi-
         divergent thinking (Takeuchi et al., 2015). These probably make us  ronment described by Kegel et al., (2011). So it is still uncertain whether
         speculate that DA mediated by DRD2 and COMT might influence crea-  this finding has the potential to provide support for vantage sensitivity
         tivity by affecting motivation or other dopamine-related cognitive pro-  model. Another reason why we did not identify the interaction pattern
         cess. According to Self-Determination Theory (SDT; Deci and Ryan, 2000,  might be the serious skewed distribution of CGS e data in our sample.
         2008), social environments (including parenting) influence individuals’  Future studies with larger sample need to retest this initial finding.
         motivation which in turn, affects cognitive, affective, and behavioral  In contrast to previous studies, we examined combinations of poly-
         outcomes; therefore, motivation may be one of the mechanisms under-  morphisms from DRD2 and COMT genes by using CGS which can help us
         lying the interactive effect of CGS and parenting style on creativity.  understand the dopamine cumulative effect of genetic influence. More
         Future studies are warranted to test this hypothesis.  concretely, we developed five CGSs consisting of two or more SNPs with
           However, just as mentioned before, COMT not only affects dopamine,  a consistent direction of effects with regard to a specific parenting style
         but also norepinephrine (Beversdorf, 2018). Since the combined effect of  that models the cumulative genetic plasticity on creativity. It helps us
         norepinephrinergic and dopaminergic system were also found to mod-  identify a multi-locus genetic profile that putatively influences dopamine
         erate the association of environmental factors with creativity-related  transmission and individual sensitivity to environment. This can to a
         personality (Kazantseva et al., 2009), the present findings could not  certain extent reduce multiple-testing problems of analyzing individual
         exclude the possibility that both dopaminergic and norepinephrinergic  polymorphisms (Docherty et al., 2011). Moreover, the present study
         system may be involved in the relationship among CGS, parenting style  pointed out CGS models presented here accounted for more variance
         and creativity. Consequently, future studies should take into account the  than did individual variants alone. This suggests even a relatively simple
         effect of norepinephrinergic genes or their interactions with dopami-  CGS, such as the one we created, can explain some of the genetic influ-
         nergic genes in parenting style and creativity. Furthermore, it is generally  ence that may have led to inconsistent discoveries in individual genetic
         known that serotonin and dopamine neurotransmitters are closely  variation analysis. Therefore, aggregating polymorphisms may become a
         related with cognitive function, and neurotransmission mediated by se-  better way to estimate genetic influence on phenotypes and could also be
         rotonin transporter could be affected to some extent by DA and vice versa  utilized in G   E research.
         (Gonza lez-Burgos & Feria-Velasco, 2008). Although there was evidence  This study is not without limitations. Relatively small sample size is
         that one particular serotonergic gene might act as a moderator between  arguably the most important. Replication of these preliminary findings
         parenting style and creativity (Zhang et al., 2018), no study has consid-  with a larger sample size is clearly warranted. In addition, we did not use
         ered incorporating the potential role of dopaminergic genes among them.  an objective measure of the parenting style, such as observations of
         Finally, creativity is a complex trait determined by multiple genes (Power  parenting behaviors. Future studies simultaneously employing both the
         et al., 2015), as all of the dopamine, serotonin and norepinephrine sys-  subjective and objective measures of parenting style would provide more
         tem are involved in creative cognitive process, it is reasonable to suppose  convincing results. Also, the findings may only be generalized to diver-
         the relationship between parenting style and creativity might be  gent thinking. According to Guilford (1950), convergent thinking is also
         moderated by interaction between all of them.        a main ingredient of creativity. It is considered a process of generating
           Follow up tests using the Roisman criteria provided evidence for the  one possible solution to a particular problem. There was evidence that
         differential susceptibility model. Compared with individuals with low  the relationship between individual spontaneous eye blink rate (EBR)—a
         CGS, high CGS carriers are more likely to be affected by parenting style.  clinical marker of dopaminergic functioning and convergent thinking is
         This is in accordance with previous studies which found the more  negative (more or less linear), implying that convergent thinking is
         “plasticity” allele individuals carry, the more susceptible they will be to  increasingly impaired by higher dopamine levels (Chermahini and
         environmental influences (Belsky et al., 2007; Belsky et al., 2009; Belsky  Hommel, 2010). Therefore, in the future studies, we’d like to investigate
         and Pluess, 2009). In our present study, individuals with more plasticity  whether there will be a negative relationship between convergent
         alleles showed higher level of creativity under conditions of high  thinking and COMT/DRD2. Last but not the least, since all variants
         authoritativeness or permissiveness while demonstrated lower level of  included are not likely to interact with the environment equivalently,
         creativity when they are experiencing low authoritativeness or permis-  future research should develop weighted CGS using separate samples,
         siveness. In other words, the higher CGS makes individuals more sus-  and the weights for each variant used in the CGS should be determined by
         ceptible to an adverse environment with low authoritativeness or  the first sample (Purcell et al., 2009).
         permissiveness, but also to a more favorable environment with high  In conclusion, the current study provides evidence of the combined
         authoritativeness or permissiveness, for creativity. The link between  effect of polymorphisms from DRD2 and COMT genes and parenting style
         higher CGS and increased environmental influence on divergent thinking  on creativity. Furthermore, it extends these findings to suggest the pos-
         is also similar to existing examples of differential susceptibility for  sibility of differential susceptibility, such that the individuals with high
         cognition which suggests that individuals with more susceptibility alleles  CGS were more likely to be affected by their both negative and positive
         are more likely to be affected by environment in a better or worse manner  parenting style, demonstrating higher and lower creativity. These results
         (Gibbons et al., 2012). Thus combinations of DRD2 and COMT variations  further provide evidence for the involvement of dopaminergic genes (i.e.
         that are associated with environmental sensitivity may moderate the  DRD2, COMT) in the relationship between parenting style and creativity
         extent to which an individual is influenced by his or her environment.  and suggest individuals with the greater susceptibility are the ones who
           Notably, the interaction pattern of CGS e and father authoritarianism  are more susceptible to environmental influences.
         on creativity did not conform to either diathesis-stress or genetic sus-
         ceptibility model. The result of Ros analysis indicated, when experi-  Declaration of competing interest
         encing a low level of father authoritarianism, individuals with high CGS e
         demonstrated higher level of creativity than those individuals with low  The authors declare that the research was conducted in the absence of
         CGS e ; however, when they are experiencing a high level of father  any commercial or financial relationships that could be construed as a
         authoritarianism, no significant difference in creativity was found  potential conflict of interest.

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