Department of Brain and Behavioral Sciences, University of Pavia, 27100 Pavia, Italy.
Divisione di Neurologia, Presidio Ospedaliero S. Francesco, ASL Numero 3 Nuoro, 08100 Nuoro, Italy.
Genes (Basel). 2023 Aug 2;14(8):1579. doi: 10.3390/genes14081579.
Heritability studies represent an important tool to investigate the main sources of variability for complex diseases, whose etiology involves both genetics and environmental factors. In this paper, we aimed to estimate multiple sclerosis (MS) narrow-sense heritability (h), on a liability scale, using extended families ascertained from affected probands sampled in the Sardinian province of Nuoro, Italy. We also investigated the sources of MS liability variability among shared environment effects, sex, and categorized year of birth (<1946, ≥1946). The latter can be considered a proxy for different early environmental exposures. To this aim, we implemented a Bayesian liability threshold model to obtain posterior distributions for the parameters of interest adjusting for ascertainment bias. Our analysis highlighted categorized year of birth as the main explanatory factor, explaining ~70% of MS liability variability (median value = 0.69, 95% CI: 0.64, 0.73), while h resulted near to 0% (median value = 0.03, 95% CI: 0.00, 0.09). By performing a year of birth-stratified analysis, we found a high h only in individuals born on/after 1946 (median value = 0.82, 95% CI: 0.68, 0.93), meaning that the genetic variability acquired a high explanatory role only when focusing on this subpopulation. Overall, the results obtained highlighted early environmental exposures, in the Sardinian population, as a meaningful factor involved in MS to be further investigated.
遗传力研究是一种重要的工具,可以用来研究复杂疾病的主要变异来源,这些疾病的病因涉及遗传和环境因素。在本文中,我们旨在使用在意大利努奥罗省抽样的受影响先证者扩展家族,估计多发性硬化症(MS)的狭义遗传力(h),即在易感性尺度上。我们还研究了共享环境效应、性别和分类的出生年份(<1946 年,≥1946 年)对 MS 易感性变异的来源。后者可以被认为是不同早期环境暴露的替代物。为此,我们实施了贝叶斯易感性阈值模型,以获得调整了确认偏差的感兴趣参数的后验分布。我们的分析强调了分类的出生年份是主要的解释因素,解释了 MS 易感性变异的约 70%(中位数=0.69,95%CI:0.64,0.73),而 h 接近 0%(中位数=0.03,95%CI:0.00,0.09)。通过进行出生年份分层分析,我们发现只有在 1946 年及以后出生的个体中 h 较高(中位数=0.82,95%CI:0.68,0.93),这意味着只有当关注这个亚群时,遗传变异性才会发挥重要的解释作用。总体而言,研究结果强调了在撒丁岛人群中,早期环境暴露是一个需要进一步研究的与 MS 相关的重要因素。