Medical Research Council Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, King's College London, London, United Kingdom.
PLoS One. 2012;7(2):e30320. doi: 10.1371/journal.pone.0030320. Epub 2012 Feb 1.
The environment can moderate the effect of genes - a phenomenon called gene-environment (GxE) interaction. Several studies have found that socioeconomic status (SES) modifies the heritability of children's intelligence. Among low-SES families, genetic factors have been reported to explain less of the variance in intelligence; the reverse is found for high-SES families. The evidence however is inconsistent. Other studies have reported an effect in the opposite direction (higher heritability in lower SES), or no moderation of the genetic effect on intelligence.
Using 8716 twin pairs from the Twins Early Development Study (TEDS), we attempted to replicate the reported moderating effect of SES on children's intelligence at ages 2, 3, 4, 7, 9, 10, 12 and 14: i.e., lower heritability in lower-SES families. We used a twin model that allowed for a main effect of SES on intelligence, as well as a moderating effect of SES on the genetic and environmental components of intelligence.
We found greater variance in intelligence in low-SES families, but minimal evidence of GxE interaction across the eight ages. A power calculation indicated that a sample size of about 5000 twin pairs is required to detect moderation of the genetic component of intelligence as small as 0.25, with about 80% power - a difference of 11% to 53% in heritability, in low- (-2 standard deviations, SD) and high-SES (+2 SD) families. With samples at each age of about this size, the present study found no moderation of the genetic effect on intelligence. However, we found the greater variance in low-SES families is due to moderation of the environmental effect - an environment-environment interaction.
In a UK-representative sample, the genetic effect on intelligence is similar in low- and high-SES families. Children's shared experiences appear to explain the greater variation in intelligence in lower SES.
环境可以调节基因的作用——这一现象被称为基因-环境(GxE)相互作用。有几项研究发现,社会经济地位(SES)会改变儿童智力的遗传性。在低 SES 家庭中,遗传因素对智力差异的解释较少;而高 SES 家庭则相反。然而,证据并不一致。其他研究报告了相反方向的影响(较低 SES 中的遗传性更高),或者 SES 对智力的遗传效应没有调节作用。
我们使用来自双胞胎早期发展研究(TEDS)的 8716 对双胞胎,试图复制 SES 对儿童智力在 2、3、4、7、9、10、12 和 14 岁时的报告调节作用:即在低 SES 家庭中遗传性较低。我们使用了一种双胞胎模型,该模型允许 SES 对智力有一个主要影响,以及 SES 对智力的遗传和环境成分的调节作用。
我们发现低 SES 家庭的智力差异更大,但在八个年龄段都没有发现 GxE 相互作用的证据。一项功效计算表明,大约需要 5000 对双胞胎的样本才能检测到遗传成分的调节作用小到 0.25,具有 80%的功效——在低 SES(-2 个标准差,SD)和高 SES(+2 SD)家庭中,遗传性差异为 11%至 53%。在每个年龄的样本大约为这个大小的情况下,本研究没有发现遗传对智力的影响的调节作用。然而,我们发现低 SES 家庭中更大的差异是由于环境效应的调节——一种环境-环境相互作用。
在一个具有英国代表性的样本中,遗传对智力的影响在低 SES 和高 SES 家庭中相似。儿童的共同经历似乎解释了较低 SES 中智力差异较大的原因。