R.K. Moyzis’s research while affiliated with University of California, Irvine and other places

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Publications (328)


Attention‐deficit/hyperactivity disorder and dopamine receptor D4 (DRD4) exon 3 variable number of tandem repeats (VNTR) 2‐repeat allele
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April 2024

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39 Reads

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1 Citation

Annals of Human Genetics

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Chi Chiu Lee

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Rui Ye

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Patrick Wing‐Leung Leung

To investigate the association of attention‐deficit/hyperactivity disorder (ADHD) with the 48‐base pair (bp) variable number of tandem repeats (VNTR) in exon 3 of the dopamine receptor D4 (DRD4) gene, we genotyped 240 ADHD patients and their parents from Hong Kong. The 4R allele was most common, followed by 2R. We examined association between the 2R allele (relative to 4R) and ADHD by Transmission Disequilibrium Test (TDT). The odds ratio (OR) (95% confidence interval) was 0.90 (0.64–1.3). The p ‐value was 0.6. Examining subgroups revealed nominally significant association of 2R with inattentive ADHD: OR = 0.33 (0.12–0.92) and p = 0.03. Because our study used TDT analysis, we meta‐analyzed the association of 2R with ADHD in Asians (1329 patient alleles), revealing results similar to ours: OR = 0.97 (0.80–1.2) and p = 0.8. To examine the association of 2R with inattentive ADHD, we meta‐analyzed all studies (regardless of analysis type or ethnicity, in order to increase statistical power): 702 patient alleles, 1420 control alleles, OR = 0.81 (0.57–1.1) and p = 0.2. Overall, there is no evidence of association between ADHD and the 2R allele, but the suggestive association with the inattentive type warrants further investigation.

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Figure 1. An overview of the current study design. DEG, differentially expressed gene.
Figure 2. Manhattan plot of GWAS of 279 ADHD cases and 432 controls from Hong Kong samples. Orange line shows the suggestive threshold (p = 1e -4 ) adopted in the current study. Identified genomic loci are highlighted in orange (N = 41).
Common and rare variant analyses implicate late-infancy cerebellar development and immune genes in ADHD

December 2023

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107 Reads

Background Attention-deficit hyperactivity disorder (ADHD) is a common neuropsychiatric disorder with a significant genetic component, characterized by persistent symptoms of inattention, hyperactivity, and/or impulsivity. The latest genome-wide association study (GWAS) meta-analysis of ADHD identified 27 whole-genome significant risk loci in the European population. However, genetic risk factors for ADHD are less well-characterized in the Asian population, especially for rare variants. Methods Here, we present an analysis of common and rare variant contributions to ADHD in a Hong Kong sample comprising 279 cases and 432 controls, who were genotyped using the Illumina Infinium Global Screening Array. Results We identified 41 potential genomic risk loci with a suggestive association ( p < 1e ⁻⁴ ), pointing to 111 candidate risk genes, which were enriched for genes differentially expressed during late infancy brain development. Furthermore, tissue enrichment analysis implicated the involvement of the cerebellum. POC1B , a gene previously found in a genome-wide significant locus of ADHD in the European population, was replicated in the current study, potentially implicating a trans-ancestral effect in ADHD. In addition, an accumulation of ADHD common-variant risks found in European ancestry samples was found to be significantly associated with ADHD in the current study. At the polygenic level, we also discovered a strong genetic correlation with resting-state functional MRI connectivity of the cerebellum involved in the attention/central executive and subcortical-cerebellum networks, which is consistent with the neural pathophysiology for ADHD. In rare variant analyses, we discovered that ADHD cases carried an elevated load of rare damaging variants in TEP1 , MTMR10 , DBH , TBCC, and ANO1 . ADHD genetic risk was associated with immune processes, demonstrated in both common and rare variant analyses. Conclusions These findings re-validate the abnormal development of the neural system in ADHD and extend the existing neuro-dysfunction hypothesis to a multi-system perspective.




Fig. 1. A-C. Random forest results of predictors of date offers. The Gini importance of various attributes is depicted for women's date offers to men (panel A), men's date offers to women (panel B), and matches (mutual date offers; panel C). Groups of attributes are arranged from top to bottom by average importance. Attributes are also arranged by importance within each block. 
More than skin deep: Major histocompatibility complex (MHC)-based attraction among Asian American speed-daters

July 2018

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954 Reads

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5 Citations

Evolution and Human Behavior

What might explain our instinctual attraction to certain individuals, aside from visible factors such as appear-ance? We examined possible biologically-driven selection for immunology genes, specifically preferences for Major Histocompatibility Complex (MHC)-dissimilarity, through the ecologically-valid method of speed-dating. Two-hundred-and-sixty-two single Asian Americans went on speed-dates (N observations = 2215) with participants of the other sex, making second date offers and rating each other on measures of mate desirability, facial attractiveness, and body scent attractiveness. Using a single nucleotide polymorphism (SNP) analysis, women, but not men, showed preferences for speed-dating partners based on MHC-complementarity. The direction of findings varied by single nucleotide polymorphism (SNP), such that SNPs closer to the major HLA (Human Leukocyte Antigen) genes supported dissimilarity preferences, whereas those farther away supported similarity preferences. The relative effects of MHC-based measures in comparison to an array of behavioral predictors were examined via random forests. Results indicated that for both men and women, the importance of MHC-based indices was comparable to that of a partner's self-reported personality attributes in predicting second date offers.


Cultural Genomics: Promises and Challenges

June 2018

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543 Reads

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10 Citations

Journal of Cross-Cultural Psychology

In this article, we attempt to integrate recent advances in our understanding of the relations between culture and genes into an emerging field—cultural genomics—and discuss its promises and theoretical and methodological challenges. We first provide a brief review of previous conceptualizations about the relations between culture and genes and then argue that recent advances in molecular evolution research has allowed us to reframe the discussion away from parallel genetic and cultural evolution to focus on the interactions between the two. After outlining the key issues involved in cultural genomics (unit of analysis, timescale, mechanisms, and direction of influence), we provide examples of research for the different levels of interactions between culture and genes. We then discuss ideological, theoretical, and methodological challenges in cultural genomics and propose tentative solutions.


The Choline Acetyltransferase (CHAT) Gene is Associated with Parahippocampal and Hippocampal Structure and Short-term Memory Span

November 2017

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31 Reads

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5 Citations

Neuroscience

The CHAT gene encodes choline acetyltransferase, which is an enzyme responsible for the biosynthesis of the neurotransmitter acetylcholine in the brain. This study collected structural MRI, genetic, and behavioral data from 324 healthy Chinese adults, and examined the associations between CHAT genetic variants, parahippocampal and hippocampal structure, and short-term memory span. After controlling for intracranial volume, sex, and age, CHAT SNP rs12246528 had the strongest association with parahippocampal structure, with the A allele being linked to smaller volume, surface area, and thickness. SNP rs1917814 had the strongest association with hippocampal volume, with the T allele being linked to larger hippocampal volume. After controlling for sex and age, CHAT rs3729496 had the strongest association with memory span, with the T allele being associated with a greater memory span. Finally, the left parahippocampal gyrus surface area was positively associated with memory span. This study provides the first evidence for the involvement of the CHAT gene in parahippocampal and hippocampal structures and memory span in healthy Chinese adults. The choline acetyltransferase (CHAT) gene is associated with parahippocampal and hippocampal structure and short-term memory span.


Family-based association study of DRD4 gene in methylphenidate-responded Attention Deficit/Hyperactivity Disorder

March 2017

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112 Reads

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13 Citations

The 48-basepair (48-bp) variable number tandem repeat (VNTR) polymorphism in exon 3 of the dopamine receptor D4 gene (DRD4) is implicated in the etiology of attention-deficit/ hyperactivity disorder (ADHD). In particular, ADHD in European-ancestry population is associated with an increased prevalence of the 7-repeat (7R) allele of the exon 3 VNTR. However, it is intriguing to note that the 7R allele has been found to be of very low prevalence in the Chinese general population. In a previous case-control study, our research team had found that the 7R allele was similarly absent in Chinese ADHD children in Hong Kong. Instead, there was an increased prevalence of the 2R allele in Chinese ADHD children. Interestingly, in Asian samples, the 2R allele had been found to be an evolutionary derivative of the 7R allele with equivalent biochemical functionality. So, the finding of an association between ADHD and 2R allele in Chinese population does not exactly contradict the original 7R allele finding in European-ancestry population. However, given the potential pitfall of population stratification in the previous case-control design, this current study tested the 2R allele and ADHD association using a methodologically more rigorous family-based approach on 33 Chinese ADHD probands who had favorable clinical responses to stimulant medication (methylphenidate). Haplotype Relative Risk (HRR) analysis and Transmission Disequilibrium Test (TDT) both showed a significant preferential transmission of the 2R allele from the biological parents to ADHD probands (pone-tailed = 0.038, OR = 2.04; pone-tailed = 0.048, OR = 2.29, respectively). A second hypothesis speculates that it is the deviation, including 7R and 2R alleles, from the conserved ancestral 4R allele which confers risk to ADHD. Thus, a preferential transmission of non-4R alleles, against the 4R allele, from biological parents to their ADHD probands is predicted. Both HRR analysis and TDT confirmed such prediction (pone-tailed = 0.029, OR = 2.07; pone-tailed = 0.032, OR = 2.43, respectively). This study re-confirmed the original finding of a previous study that in Chinese population, the 2R allele of the DRD4 exon 3 VNTR was related to ADHD. This endorses the general thesis that DRD4 exon 3 VNTR polymorphism is related to ADHD, despite that the exact length or number of repeats of the associated alleles varies across ethnicity. This in turn supports the dopamine dysregulation theory of ADHD.



Associations between the CNTNAP2 gene, dorsolateral prefrontal cortex, and cognitive performance on the Stroop task

December 2016

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51 Reads

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7 Citations

Neuroscience

The CNTNAP2 (contactin associated protein-like 2) gene, highly expressed in the human prefrontal cortex, has been linked with autism and language impairment. Potential relationships between CNTNAP2, dorsolateral prefrontal cortex (DLPFC), and cognition have been suggested by previous clinical studies, but have not been directly examined in the same study. The current study collected structural MRI, genetic, and behavioral data in 317 healthy Chinese adults, and examined associations between CNTNAP2 variants, DLPFC, and cognitive performance (measured by the Stroop task). After controlling for intracranial volume, sex, and age, the CNTNAP2 genetic polymorphism at SNP rs7809486 had the strongest association with bilateral DLPFC volume (p = 0.00015 and 0.00014 for left and right DLPFC volumes, respectively), with GG homozygotes having greater bilateral DLPFC volumes and surface areas than the other genotypes. Furthermore, TT homozygotes of CNTNAP2 rs4726946 (a nearby SNP that had moderate linkage disequilibrium with rs7809486) had greater left DLPFC volume and surface area, and better cognitive performance than the other genotypes. Subjects with greater left DLPFC surface area had better cognitive performance. Importantly, the left DLPFC surface area mediated the association between the CNTNAP2 rs4726946 genotype and cognitive performance. This study provides the first evidence for associations among the CNTNAP2 gene, left DLPFC structure, and cognitive control.


Citations (59)


... Most studies focus on heterozygosity/homozygosity of selected genomic regions, in particular on the MHC-complex (Wu et al., 2018). Whereas, to our knowledge, genome-wide indicators of heterozygosity/homozygosity such as inbreeding and particularly genome-wide runs of homozygosity (ROH), indicating more precisely homozygosity as well as the individual demographic and population history (Ceballos et al., 2018;Clark et al., 2019), have not been analyzed so far. ...

Reference:

Facial attractiveness is only weakly linked to genome–wide heterozygosity
More than skin deep: Major histocompatibility complex (MHC)-based attraction among Asian American speed-daters

Evolution and Human Behavior

... The 7R allele is positively associated with impulsivity, promiscuity, gambling, and even distance that ethnic groups had migrated; thus 7R may be related to short time orientation (Chen et al., 1999;Chen & Moyzis, 2018;Minkov & Bond, 2015). We therefore looked at the role of 7R in inattentive ADHD. ...

Cultural Genomics: Promises and Challenges

Journal of Cross-Cultural Psychology

... Dále bylo zjištěno, že SNP rs3729496 koreloval s rozsahem paměti. Avšak tato studie zahrnovala pouze čínskou populaci, tudíž by bylo do budoucna vhodné provést podobnou analýzu napříč různými populacemi (41). Shrnuto dohromady, asociace mezi CHAT genem a ACH je podporována mnohými výzkumy a tak je vysoce pravděpodobné, že tento gen má svůj podíl na rozvoji ACH. ...

The Choline Acetyltransferase (CHAT) Gene is Associated with Parahippocampal and Hippocampal Structure and Short-term Memory Span
  • Citing Article
  • November 2017

Neuroscience

... The effect of such discoveries may be translated into the development of scienti c foundations related to the prevention or treatment of people with an addiction [29]. The association of dopamine receptor genes [44][45][46][47][48][49][50][51][52][53][54][55] with novelty seeking [32][33][34], impulsivity [35,36], risky behaviour [30,31], and attention de cit hyperactivity disorder [37][38][39][40][41] has been demonstrated. Behavioral addiction [56-60], temperament [42,43]. ...

Family-based association study of DRD4 gene in methylphenidate-responded Attention Deficit/Hyperactivity Disorder

... In addition, higher oxy-Hb interference in the DLPFC and r-FPC was observed in the neutral condition than in the food stimuli condition. These Stroop effect findings are similar to those in previous neuroimaging studies that suggest that executive function is associated with activation of specific PFC regions, including the r-FPC and DLPFC [47][48][49]. As these areas have been shown to play a key role in response inhibition, one explanation for our observations is that the neural circuitry underlying inhibitory control may be recruited less after viewing the food clip than after viewing the neutral clip. ...

Associations between the CNTNAP2 gene, dorsolateral prefrontal cortex, and cognitive performance on the Stroop task
  • Citing Article
  • December 2016

Neuroscience

... Harm avoidance identified by the use of questionnaires was positively correlated with mean diffusivity (MD) in the globus pallidus 14 , putamen 15 , and superior temporal gyrus (STG) 14 . Cooperativeness, also assessed by questionnaire, was negatively correlated with fibre connectivity for the cognitive control system from the dorsal caudate to the rostral cingulate cortex and ventrolateral PFC 16 . Self-monitoring is inversely associated with white matter (WM) integrity in the anterior cingulum, which connects the dorsal anterior cingulate cortex and midline structures 17 . ...

Striatum-Centered Fiber Connectivity Is Associated with the Personality Trait of Cooperativeness

... Especially important is that this is so when diverse environmental indices (e.g., parenting, neighborhood violence, SES, father absence) are used as predictors, with markers of reproductive strategy, the outcome to be explained, including opportunisticexploitative behavior Davies et al., 2019;Fine et al., 2016;Gibbons et al., 2012;Rogosch & Cicchetti, 2013;Schlomer et al., 2021;Simons et al., 2011) and pubertal timing (Hartman et al., 2015;Manuck et al., 2011;Schlomer & Cho, 2017;Schlomer & Marceau, 2020;Sun et al, 2020). Unfortunately, to my knowledge, there is no such differential-susceptibility-related work focused on age of sexual debut or first birth, unstable partner relationships or number of children born. ...

Relations Between Three Dopaminergic System Genes, School Attachment, and Adolescent Delinquency

... In humans, "loving styles" and variations in DRD2 and HTR2A genes are somehow linked together (Miller et al., 1999), so it can be assumed that the HTR1A variation is associated with the formation of romantic relationships (Emanuele et al., 2007) and OPRM1 and HTR2A with differences in mate selection success differentially across sexes in "speed-dating" circumstances (Wu et al., 2016). Pearce et al. (2017) indicated that HTR1A gene variation was associated with a more comprehensive social network (network size). ...

Gender Interacts with Opioid Receptor Polymorphism A118G and Serotonin Receptor Polymorphism −1438 A/G on Speed-Dating Success

Human Nature

... The amygdala shape and volume vary considerably in the normal population, explained by e.g. genetic factors (Li et al. 2015;Roshchupkin et al. 2016). In our study the amygdala GMV in healthy controls already ranged between 1629.1 and 2675.3 mm 3 for the left side, and likewise between 1599.0 and 2151.8 mm 3 for the right side. ...

Genetic variations in the serotonergic system contribute to amygdala volume in humans

Frontiers in Neuroanatomy

... The PCUN, broadly known as the key node in the so-called "default mode network" (DMN) (58), is associated with episodic memory, self-referential processing, and visuo-spatial imagery (59)(60)(61), which are all consistently observed to be impaired in SCZ, such as the self-processing (62) and insight (63). Functional alteration in this region has been repeatedly found in unaffected siblings of SCZ across cognition-related state (57,64,65) and resting-state (66). ...

Regional Homogeneity of Resting-State Brain Activity Suppresses the Effect of Dopamine-Related Genes on Sensory Processing Sensitivity