Identifying influential individuals in linkage analysis: Application to a quantitative trait locus detected in the COGA data

Once linkage is detected to a quantitative trait locus (QTL), the next step towards localizing the gene involved may be to identify those families, or individuals, in whom the putative mutations are segregating. In this paper, we describe a jackknife procedure for identifying individuals (and famili...

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Veröffentlicht in:Genetic epidemiology 1999, Vol.17 (S1), p.S259-S264
Hauptverfasser: Mitchell, Braxton D., Ghosh, Soumitra, Watanabe, Richard M., Slifer, Susan H., Hsueh, Wen-Chi, Birznieks, Gunther
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container_end_page S264
container_issue S1
container_start_page S259
container_title Genetic epidemiology
container_volume 17
creator Mitchell, Braxton D.
Ghosh, Soumitra
Watanabe, Richard M.
Slifer, Susan H.
Hsueh, Wen-Chi
Birznieks, Gunther
description Once linkage is detected to a quantitative trait locus (QTL), the next step towards localizing the gene involved may be to identify those families, or individuals, in whom the putative mutations are segregating. In this paper, we describe a jackknife procedure for identifying individuals (and families) who contribute disproportionately to the linkage. Following initial detection of linkage to a QTL, the strategy involves sequentially removing each individual (or each family) from the analysis and recomputing the lod score associated with the linked region using data from all remaining subjects (or families). This procedure can be used to determine if particular observations have substantial impact on evidence for linkage. Identification of such observations may provide insights for further efforts to localize the QTL.
doi_str_mv 10.1002/gepi.1370170744
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subjects alcoholism
Alcoholism - genetics
Alcoholism - physiopathology
Chromosomes, Human, Pair 6
Event-Related Potentials, P300 - genetics
Genetic Linkage
Genetic Testing
Humans
influence plot
Lod Score
outliers
Quantitative Trait, Heritable
Reproducibility of Results
title Identifying influential individuals in linkage analysis: Application to a quantitative trait locus detected in the COGA data
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