Download e-book for iPad: Assessing Rare Variation in Complex Traits: Design and by Eleftheria Zeggini, Andrew Morris

By Eleftheria Zeggini, Andrew Morris

ISBN-10: 1493928236

ISBN-13: 9781493928231

ISBN-10: 1493928244

ISBN-13: 9781493928248

This booklet is exclusive in overlaying a variety of layout and research concerns in genetic stories of infrequent versions, making the most of collaboration of the editors with many specialists within the box via large-scale foreign consortia together with the UK10K undertaking, GO-T2D and T2D-GENES. Chapters offer information of cutting-edge method for infrequent variation detection and calling, imputation and research in samples of unrelated participants and households. The publication additionally covers analytical concerns linked to the learn of infrequent editions, equivalent to the influence of fine-scale inhabitants constitution, and with combining details on infrequent editions throughout reviews in a meta-analysis framework.

Genetic organization reviews have within the previous few years considerably more advantageous our knowing of things underlying characteristics of excessive scientific value, similar to physique mass index, lipid degrees, blood strain and so forth. there's turning out to be empirical facts that low-frequency and infrequent versions play a tremendous position in advanced human phenotypes. This publication covers a number of elements of research layout, research and interpretation for advanced trait stories targeting infrequent series version. in lots of components of genomic examine, together with advanced trait organization reviews, know-how is at risk of outstripping our capability to examine and interpret the colossal quantities of knowledge generated. the sector of statistical genetics within the whole-genome sequencing period remains to be in its infancy, yet strong equipment to

examine the aggregation of low-frequency and infrequent variations are actually beginning to emerge.

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Extra info for Assessing Rare Variation in Complex Traits: Design and Analysis of Genetic Studies

Example text

E. those lengths which are multiple of 3), as these do not cause frameshifts in the coding sequence. Calling Other Small Variants There are no standard protocols for the calling of other small variants. They are reported differently by different variant callers, and there is little data so far on the performance of standard tools in identifying them. Tools like recent versions of GATK and Platypus, which use haplotype calling, should do a reasonable job of calling these. Calling Large Variants As mentioned previously, detecting large variants is difficult.

Sample Quality Control It is useful to examine per sample quality metrics, including the following steps: 1. Identification of individuals with high missing genotype rate and/or outlying heterozygosity 3. Identification of duplicated or related individuals 4. Identification of individuals of divergent ancestry 5. Identification of individuals with high genotype error rates 6. Identification of individuals with outlying singleton content 7. Identification of individuals exhibiting batch effects Ambiguous or Discordant Gender Information One of the first procedures that should be implemented in any genome-wide association study (GWAS) QC protocol is checking for potential sample swaps and/or contamination, both of which can arise from handling errors.

2) are removed when calculating these estimates. Related individuals share more alleles IBS than expected by chance, with the extent of increased sharing proportional to the degree of relatedness. IBS estimates can further be used to calculate the degree of recent shared ancestry for a pair of individuals (identity by descent, IBD). 36 A. Mahajan and N. Robertson Fig. 1 Genotype failure rates vs. heterozygosity across all individuals the study.  2). 9 are considered to be indicative of a duplicate sample (or monozygotic twin).

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Assessing Rare Variation in Complex Traits: Design and Analysis of Genetic Studies by Eleftheria Zeggini, Andrew Morris

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