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THE QUANTITATIVE GENETICS OF HUMAN DISEASE: 1 FOUNDATIONS

In this the first of an anticipated four paper series, fundamental results of quantitative genetics are presented from a first principles approach. While none of these results are in any sense new, they are presented in extended detail to precisely distinguish between definition and assumption, with...

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Autores principales: CUTLER, DAVID J., JODEIRY, KIANA, BASS, ANDREW J., EPSTEIN, MICHAEL P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cornell University 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10491316/
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author CUTLER, DAVID J.
JODEIRY, KIANA
BASS, ANDREW J.
EPSTEIN, MICHAEL P.
author_facet CUTLER, DAVID J.
JODEIRY, KIANA
BASS, ANDREW J.
EPSTEIN, MICHAEL P.
author_sort CUTLER, DAVID J.
collection PubMed
description In this the first of an anticipated four paper series, fundamental results of quantitative genetics are presented from a first principles approach. While none of these results are in any sense new, they are presented in extended detail to precisely distinguish between definition and assumption, with a further emphasis on distinguishing quantities from their usual approximations. Terminology frequently encountered in the field of human genetic disease studies will be defined in terms of their quantitive genetics form. Methods for estimation of both quantitative genetics and the related human genetics quantities will be demonstrated. While practitioners in the field of human quantitative disease studies may find this work pedantic in detail, the principle target audience for this work is trainees reasonably familiar with population genetics theory, but with less experience in its application to human disease studies. We introduce much of this formalism because in later papers in this series, we demonstrate that common areas of confusion in human disease studies can be resolved be appealing directly to these formal definitions. The second paper in this series will discuss polygenic risk scores. The third paper will concern the question of “missing” heritability and the role interactions may play. The fourth paper will discuss sexually dimorphic disease and the potential role of the X chromosome.
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spelling pubmed-104913162023-09-09 THE QUANTITATIVE GENETICS OF HUMAN DISEASE: 1 FOUNDATIONS CUTLER, DAVID J. JODEIRY, KIANA BASS, ANDREW J. EPSTEIN, MICHAEL P. ArXiv Article In this the first of an anticipated four paper series, fundamental results of quantitative genetics are presented from a first principles approach. While none of these results are in any sense new, they are presented in extended detail to precisely distinguish between definition and assumption, with a further emphasis on distinguishing quantities from their usual approximations. Terminology frequently encountered in the field of human genetic disease studies will be defined in terms of their quantitive genetics form. Methods for estimation of both quantitative genetics and the related human genetics quantities will be demonstrated. While practitioners in the field of human quantitative disease studies may find this work pedantic in detail, the principle target audience for this work is trainees reasonably familiar with population genetics theory, but with less experience in its application to human disease studies. We introduce much of this formalism because in later papers in this series, we demonstrate that common areas of confusion in human disease studies can be resolved be appealing directly to these formal definitions. The second paper in this series will discuss polygenic risk scores. The third paper will concern the question of “missing” heritability and the role interactions may play. The fourth paper will discuss sexually dimorphic disease and the potential role of the X chromosome. Cornell University 2023-08-29 /pmc/articles/PMC10491316/ Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, for noncommercial purposes only, and only so long as attribution is given to the creator.
spellingShingle Article
CUTLER, DAVID J.
JODEIRY, KIANA
BASS, ANDREW J.
EPSTEIN, MICHAEL P.
THE QUANTITATIVE GENETICS OF HUMAN DISEASE: 1 FOUNDATIONS
title THE QUANTITATIVE GENETICS OF HUMAN DISEASE: 1 FOUNDATIONS
title_full THE QUANTITATIVE GENETICS OF HUMAN DISEASE: 1 FOUNDATIONS
title_fullStr THE QUANTITATIVE GENETICS OF HUMAN DISEASE: 1 FOUNDATIONS
title_full_unstemmed THE QUANTITATIVE GENETICS OF HUMAN DISEASE: 1 FOUNDATIONS
title_short THE QUANTITATIVE GENETICS OF HUMAN DISEASE: 1 FOUNDATIONS
title_sort quantitative genetics of human disease: 1 foundations
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10491316/
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