Genetic Architecture Reconciles Linkage and Association Studies of Complex Traits
Description
This (zipped) folder contains 3 sub-folders:
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The "bin" folder contains fuctions and gentic maps needed for analyes
bin \
predLink.R - function to predict linkage
sibREML_v0.1.1.R - function to run SibREML
sim-sib-array.R - script to simulate sib-pairs from parental haplotypes
Summarised_genetic_map_bcf.txt - genetic map per 0.5-cM long segments, based on map from bcftools
(BCFtools: https://samtools.github.io/bcftools/bcftools.html)
Summarised_genetic_map_OMNI.txt - genetic map per 0.5-cM long segments, based on OMNI map
(https://github.com/joepickrell/1000-genomes-genetic-maps/tree/master/interpolated_OMNI)
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The "SIM" folder contains the simulation pipeline (scripts 01-15) as well as IBD sharing and simulated phenotypes for Simulated sib-pairs.
SIM \
01_sim-sib-array.sh *pre-run*
02_bed_recode_bcf_map.sh *pre-run*
03_make_merlin.R *pre-run*
04_error_merlin.sh *pre-run*
05_merlin_IBD.sh *pre-run*
06_sample_causal_snps.R *pre-run*
07_simulate_pheno.sh *pre-run*
08_bhat_gwas.R *can be run using provided data*
09_Linkage_VH.R *can be run using provided data*
10_predLink.R *can be run using provided data*
11_phi_hat.R *can be run using provided data*
12_IBD_Mb.R *can be run using provided data*
13_IBD_cM_recombrate_stratified.R *can be run using provided data*
14_SibREML.R *can be run using provided data*
15_SibREML_stratified_Q4.R *can be run using provided data*
causal_snps \ *provided causal SNPs*
IBD_results \ *provided IBD-probabilities for 1000 simulated sib-pairs*
Linkage_VH_results \
pheno \ *provided simulated phenotypes (h2=1) for 8 genetic architectures*
Phi_hat_results.txt
predicted \
README
SibREML_results.txt
SibREML_stratified_Q4.txt
The data can be used to run Linkage analysis, predict linkage, estimate phi_hat,
as well as estimate non-stratified and recombination rate stratified sib-heritability (h2_FS and c).
The README is provided within the folder.
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The "HT_BMI" folder contains data and scripts to predict linkage and estimate phi_hat for height and BMI.
HT_BMI \
01_predLink_HT_BMI.R
02_phi_hat_HT_BMI.R
gws_sumstats \ *provided summary GWAS summary statistics to predict linkage for height and BMI*
Linkage_results \ *provided linkage meta-analysis results for height and BMI from this study*
Phi_hat_results_HT_BMI.txt
PREDLINK_bmi.txt
PREDLINK_height.txt
README
The README is provided within the folder.
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Files
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Additional details
Dates
- Available
-
2023-12-21Resubmission to Journal