Molecular Markers Laboratory, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy.
Center for Innovation in Mental Health, Academic Unit of Psychology, University of Southampton, Southampton, SO17 1BJ, UK.
Transl Psychiatry. 2020 Feb 19;10(1):70. doi: 10.1038/s41398-020-0755-4.
The identification of biomarkers to support the diagnosis and prediction of treatment response for attention-deficit/hyperactivity disorder (ADHD) is still a challenge. Our previous works highlighted the DRD4 (dopamine receptor D4) as the best potential genetic marker for childhood diagnosis and methylphenidate (MPH) response. Here, we aimed to provide additional evidence on biomarkers for ADHD diagnosis and treatment response, by using more specific approaches such as meta-analytic and bioinformatics tools. Via meta-analytic approaches including over 3000 cases and 16,000 controls, we demonstrated that, among the different variants studied in DRD4 gene, the 48-base pair, Variable Tandem Repeat Polymorphism, VNTR in exon 3 showed an age/population-specificity and an allelic heterogeneity. In particular, the 7R/"long" allele was identified as an ADHD risk factor in European-Caucasian populations (d = 1.31, 95%CI: 1.17-1.47, Z = 4.70/d = 1.36, 95%CI: 1.20-1.55, Z = 4.78, respectively), also, from the results of last meta-analysis, linked to the poor MPH efficacy. The 4R/"short" allele was a protective factor in European-Caucasian and South American populations (d = 0.83, 95%CI: 0.75-0.92, Z = 3.58), and was also associated to positive MPH response. These results refer to children with ADHD. No evidence of such associations was detected for adults with persistent ADHD (data from the last meta-analysis). Moreover, we found evidence that the 4R allele leads to higher receptor expression and increased sensitivity to dopamine, as compared with the 7R allele (d = 1.20, 95%CI: 0.71-1.69, Z = 4.81), and this is consistent with the ADHD protection/susceptibility effects of the respective alleles. Using bioinformatics tools, based on the latest genome-wide association (GWAS) meta-analysis of the Psychiatry Genomic Consortium (PGC), we demonstrated that the 48 bp VNTR is not in Linkage Disequilibrium with the DRD4 SNPs (Single Nucleotide Polymorphisms), which were not found to be associated with ADHD. Moreover, a DRD4 expression downregulation was found in ADHD specific brain regions (Putamen, Z score = -3.02, P = 0.00252). Overall, our results suggest that DRD4 48 bp VNTR variants should be considered as biomarkers to support the diagnosis of ADHD and to predict MPH response, although the accuracy of such a biomarker remains to be further elucidated.
目前,用于支持注意力缺陷多动障碍(ADHD)诊断和预测治疗反应的生物标志物的鉴定仍然是一个挑战。我们之前的研究强调了 DRD4(多巴胺受体 D4)作为儿童期诊断和哌甲酯(MPH)反应的最佳潜在遗传标志物。在这里,我们旨在通过使用更具体的方法,如荟萃分析和生物信息学工具,为 ADHD 的诊断和治疗反应提供额外的证据。通过包括超过 3000 例病例和 16000 例对照的荟萃分析方法,我们证明在 DRD4 基因中研究的不同变体中,第 3 外显子中的 48 个碱基、可变串联重复多态性 VNTR 显示出年龄/人群特异性和等位基因异质性。特别是,7R/“长”等位基因被确定为欧洲白种人群中 ADHD 的风险因素(d=1.31,95%CI:1.17-1.47,Z=4.70/d=1.36,95%CI:1.20-1.55,Z=4.78),此外,根据最后的荟萃分析结果,与 MPH 疗效差有关。4R/“短”等位基因是欧洲白种人和南美洲人群中的保护因素(d=0.83,95%CI:0.75-0.92,Z=3.58),并且与 MPH 反应呈阳性相关。这些结果是针对患有 ADHD 的儿童的。对于持续性 ADHD 的成年人,没有发现这种关联的证据(来自最后一次荟萃分析的数据)。此外,我们发现证据表明,与 7R 等位基因相比,4R 等位基因导致更高的受体表达和对多巴胺的敏感性增加(d=1.20,95%CI:0.71-1.69,Z=4.81),这与各自等位基因对 ADHD 的保护/易感性效应一致。使用生物信息学工具,基于精神病学基因组联盟(PGC)的最新全基因组关联(GWAS)荟萃分析,我们证明 48bpVNTR 与 DRD4 单核苷酸多态性(SNPs)没有连锁不平衡,而这些 SNPs 与 ADHD 无关。此外,在 ADHD 特定的大脑区域(壳核)中发现 DRD4 表达下调(Z 分数=-3.02,P=0.00252)。总的来说,我们的研究结果表明,DRD4 48bpVNTR 变体可以作为支持 ADHD 诊断和预测 MPH 反应的生物标志物,尽管这种生物标志物的准确性仍有待进一步阐明。