Family-Based Association Test (FBAT)

Author(s):  
Nan M Laird ◽  
Christoph Lange
2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Chao-Yu Guo ◽  
Reng-Hong Wang ◽  
Hsin-Chou Yang

AbstractAfter the genome-wide association studies (GWAS) era, whole-genome sequencing is highly engaged in identifying the association of complex traits with rare variations. A score-based variance-component test has been proposed to identify common and rare genetic variants associated with complex traits while quickly adjusting for covariates. Such kernel score statistic allows for familial dependencies and adjusts for random confounding effects. However, the etiology of complex traits may involve the effects of genetic and environmental factors and the complex interactions between genes and the environment. Therefore, in this research, a novel method is proposed to detect gene and gene-environment interactions in a complex family-based association study with various correlated structures. We also developed an R function for the Fast Gene-Environment Sequence Kernel Association Test (FGE-SKAT), which is freely available as supplementary material for easy GWAS implementation to unveil such family-based joint effects. Simulation studies confirmed the validity of the new strategy and the superior statistical power. The FGE-SKAT was applied to the whole genome sequence data provided by Genetic Analysis Workshop 18 (GAW18) and discovered concordant and discordant regions compared to the methods without considering gene by environment interactions.


PLoS ONE ◽  
2015 ◽  
Vol 10 (8) ◽  
pp. e0135669 ◽  
Author(s):  
Shaohe Zhou ◽  
Zhangyan Shi ◽  
Meng Cui ◽  
Junlin Li ◽  
Zhe Ma ◽  
...  

2003 ◽  
Vol 88 (5) ◽  
pp. 2274-2280 ◽  
Author(s):  
Hassen Hadj Kacem ◽  
Ahmed Rebai ◽  
Noureddine Kaffel ◽  
Saber Masmoudi ◽  
Mohamed Abid ◽  
...  

Autoimmune thyroid disease (AITD), including Graves’ disease (GD), Hashimoto thyroiditis (HT), and primary idiopathic myxedema, is caused by multiple genetic and environmental factors. Genes involved in immune response and/or thyroid physiology appear to influence susceptibility to disease. The PDS gene (7q31), responsible for Pendred syndrome (congenital sensorineural hearing loss and goiter), encodes a transmembrane protein known as pendrin. Pendrin is an apical porter of iodide in the thyroid. To evaluate the contribution of PDS gene in the genetic susceptibility of AITD, we examined four microsatellite markers in the gene region. Two hundred thirty-three unrelated patients (GD,141; HT, 54; primary idiopathic myxedema, 38), 15 multiplex AITD families (104 individuals/46 patients) and 154 normal controls were genotyped. Analysis of case-control data showed a significant association of D7S496 and D7S2459 with GD (P = 10−3) and HT (P = 1.07 10−24), respectively. The family-based association test showed significant association and linkage between AITDs and alleles 121 bp of D7S496 and 173 bp of D7S501. Results obtained by transmission disequilibrium test are in good agreement with those obtained by the family-based association test. Indeed, evidence for linkage and association of allele 121 bp of D7S496 with AITD was confirmed (P = 0.0114). Multipoint nonparametric linkage analysis using MERLIN showed intriguing evidence for linkage with marker D7S496 in families with only GD patients [Z = 2.12, LOD = 0.81, P = 0.026]. Single-point and multipoint parametric LOD score linkage analysis was also performed. Again, the highest multipoint parametric LOD score was found for marker D7S496 (LOD = 1.23; P = 0.0086) in families segregating for GD under a dominant model. This work suggests that the PDS gene should be considered a new susceptibility gene to AITDs with varying contributions in each pathology.


2012 ◽  
Vol 36 (8) ◽  
pp. 895-898 ◽  
Author(s):  
Manuela Zanda ◽  
Suna Onengut ◽  
Neil Walker ◽  
John A. Todd ◽  
David G. Clayton ◽  
...  

2009 ◽  
Vol 84 (4) ◽  
pp. 431-444 ◽  
Author(s):  
Li Zhang ◽  
Eden R. Martin ◽  
Richard W. Morris ◽  
Yi-Ju Li

Sign in / Sign up

Export Citation Format

Share Document