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Figure 1.

Trajectories of phenotype left hippocampus volume over time (in months) in three allele groups of SNP rs2075650.

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Table 1.

Significant SNPs and each one's associated phenotype numbers at the significance level of .

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Table 2.

The number (percentage) of non-missing observations at each time point in Figure 1.

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Table 3.

The baseline characteristics of 638 subjects, including gender, age, years of education, handedness (R/L) and intracranial volume (ICV).

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Table 4.

56 cortical thickness and volumetric phenotypes.

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Table 5.

Significant SNPs and each one's associated phenotype numbers at the level of .

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Table 6.

Significant SNPs and each one's associated phenotype numbers at the level of .

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Table 7.

The numbers of the significant SNP-phenotype associations at various levels of false discovery rate (FDR).

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Figure 2.

Comparison of the Manhattan plots for genome-wide p-values for phenotype left hippocampus volume from longitudinal analysis (left) and from cross-sectional analysis (right); SNP rs429358 is not included due to its small p-value.

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Figure 3.

Comparison of the Q-Q plots for genome-wide p-values for phenotype left hippocampus volume from longitudinal analysis (left) and from cross-sectional analysis (right); SNP rs429358 is not included.

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Figure 4.

Comparison of the Manhattan plots for genome-wide p-values for phenotype volume of right inferior lateral ventricle from longitudinal analysis (left) and cross-sectional analysis (right); SNP rs429358 is not included.

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Figure 5.

Comparison of the Q-Q plots for genome-wide p-values for phenotype volume of right inferior lateral ventricle from longitudinal analysis (left) and from cross-sectional analysis (right); SNP rs429358 is not included.

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Figure 6.

Comparison of the Manhattan plots without (left) or with (right) top 10 PCs.

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Figure 7.

Comparison of the Q-Q plots without (left) or with (right) top 10 PCs.

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Figure 8.

The Q-Q plots for genome-wide p-values for phenotype left hippocampus volume from longitudinal analysis based on (a) GEE with the sandwich covariance estimator (left, inflation factor = 1.070), (b) GEE with the model-based covariance estimator (middle, inflation factor = 2.077), and (c) linear mixed model with only a random intercept term (right, inflation factor = 1.976).

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Table 8.

Simulation results at significance level with different methods for phenotypic data generated from model (2).

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Table 9.

Simulation results at significance level with different methods for phenotypic data generated from model (3).

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