Related Experiment Video
Updated: May 20, 2026

Using Cholesky Decomposition to Explore Individual Differences in Longitudinal Relations between Reading Skills
Published on: September 17, 2019
[Application of log-linear model in the case-parent triad study]
Ming Zhu1, Shao-fa Nie, Wei-rong Yan
1Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China.
We were introducing a log-linear model for case-parent triad study. Data from a previous study of the association between MTHFR C677T and cleft lip with or without cleft palate (CL/P) was analyzed, in order to investigate the maternal effect, fetal effect and their interaction, using a series of log-linear models. Our results showed that mothers who were carrying two copies of MTHFR C677T variant alleles appeared to have reduced the risk of CL/P in offspring, comparing to those with homozygous of wild-type allele. With S2=0.43 (95%CI: 0.19-0.95). No significant association was found for fetal genotype and maternal-fetal interaction with CL/P. Log-linear model method seemed to be useful in the estimation of maternal effect, fetal effect and maternal-fetal interaction, in the case-parent triad study design. This approach showed specific benefit in studies that related to genetic effects on complex diseases such as pregnancy complications and diseases originated from fetus.
We were introducing a log-linear model for case-parent triad study. Data from a previous study of the association between MTHFR C677T and cleft lip with or without cleft palate (CL/P) was analyzed, in order to investigate the maternal effect, fetal effect and their interaction, using a series of log-linear models. Our results showed that mothers who were carrying two copies of MTHFR C677T variant alleles appeared to have reduced the risk of CL/P in offspring, comparing to those with homozygous of wild-type allele. With S2=0.43 (95%CI: 0.19-0.95). No significant association was found for fetal genotype and maternal-fetal interaction with CL/P. Log-linear model method seemed to be useful in the estimation of maternal effect, fetal effect and maternal-fetal interaction, in the case-parent triad study design. This approach showed specific benefit in studies that related to genetic effects on complex diseases such as pregnancy complications and diseases originated from fetus.
More Related Videos
Related Concept Videos
Longitudinal Studies
Longitudinal Research
Pharmacodynamic Models: Logarithmic Concentration–Effect Model
Two-Way ANOVA
The two-way ANOVA analysis initially begins by stating the null hypothesis that there is an interaction effect between the two factors of a dataset. This effect can be visualized using line segments formed by joining the means for...
Mechanistic Models: Compartment Models in Individual and Population Analysis
Observational Studies
There are three types of observational studies – Prospective, retrospective, and cross-sectional.
Prospective Study
Prospective studies, also known as longitudinal or cohort studies, are carried out by collecting future data from groups sharing similar characteristics. One example of...

