Genome-wide association study of behavioral, physiological and gene expression traits in outbred CFW mice.
Clarissa C. Parker,Shyam Gopalakrishnan,Shyam Gopalakrishnan,Peter Carbonetto,Natalia M. Gonzales,Emily Leung,Yeonhee Jenny Park,Emmanuel Aryee,Joe Davis,David A. Blizard,Cheryl L. Ackert-Bicknell,Arimantas Lionikas,Jonathan K. Pritchard,Abraham A. Palmer +13 more
TL;DR: This study identified numerous behavioral, physiological and expression quantitative trait loci (QTLs) and integrated the behavioral QTL and eQTL results to implicate specific genes, including Azi2 in sensitivity to methamphetamine and Zmynd11 in anxiety-like behavior.
read more
Abstract: Abraham Palmer and colleagues use genotyping by sequencing to perform genome-wide association studies on CFW mice for behavioral, physiological and gene expression traits. They find many QTLs and incorporate expression QTL analysis to prioritize specific genes at loci of interest that underlie different complex traits.
read more
Chat with Paper
AI Agents for this Paper
Find similar papers on Google Scholar, PubMed and Arxiv
Write a critical review of this paper
Analyze citations of this paper to find unaddressed research gaps
Citations
Genome-wide association for testis weight in the diversity outbred mouse population.
Joshua T. Yuan,Daniel M. Gatti,Vivek M. Philip,Steven William Kasparek,Andrew M. Kreuzman,Benjamin Mansky,Kayvon Sharif,Dominik Taterra,Walter M. Taylor,Mary Thomas,Jeremy O. Ward,Andrew Holmes,Elissa J. Chesler,Clarissa C. Parker +13 more
TL;DR: The utility of Diversity Outbred mice in high-resolution genetic mapping of complex traits, enabling us to identify developmentally important genes in adult mice, is demonstrated.
Genetic mapping of species differences via in vitro crosses in mouse embryonic stem cells.
Stefano Lazzarano,Marek Kučka,Joao P. L. Castro,Ronald Naumann,Paloma Medina,Michael N. C. Fletcher,Rebecka Wombacher,Joost Gribnau,Tino Hochepied,Tino Hochepied,Marc Van Montagu,Marc Van Montagu,Claude Libert,Claude Libert,Yingguang Frank Chan +14 more
TL;DR: It is demonstrated how in vitro crosses can overcome major bottlenecks in mouse complex trait genetics and address fundamental questions in evolutionary biology that are otherwise intractable through traditional breeding due to high cost, small litter sizes, and/or hybrid sterility.
Genome wide association study of behavioral, physiological and gene expression traits in a multigenerational mouse intercross
Natalia M. Gonzales,Jungkyun Seo,Ana I. Hernandez Cordero,Celine L. St. Pierre,Jennifer S. Gregory,Margaret G. Distler,Mark Abney,Stefan Canzar,Arimantas Lionikas,Abraham A. Palmer +9 more
TL;DR: The results demonstrate the utility of this population, identify numerous novel associations, and provide examples of replication in an independent cohort, which is customary in human genetics, and replication by experimental manipulation, which are a unique advantage of model organisms.
Genome-wide associations reveal human-mouse genetic convergence and novel modifiers of myogenesis, CPNE1 and STC2
Ana I. Hernandez Cordero,Natalia M. Gonzales,Clarissa C. Parker,Greta Sokoloff,David J. Vandenbergh,Riyan Cheng,Mark Abney,Adnrew Skol,Alex Douglas,Abraham A. Palmer,Jennifer S. Gregory,Arimantas Lionikas +11 more
TL;DR: Light is shed on the genetics of muscle mass variability in humans and targets for the development of interventions for treatment of muscle loss are identified, pointing to shared genetic mechanisms across species.
10
Heritable natural variation of light/dark preference in an outbred zebrafish population.
TL;DR: The finding that the dark aversion trait and SDA and VDA phenotypes are heritable in an outbred zebrafish population lays an important foundation for future studies of genetic underpinnings using whole-genome mapping methods.
10
References
Fast and accurate short read alignment with Burrows–Wheeler transform
Heng Li,Richard Durbin +1 more
TL;DR: Burrows-Wheeler Alignment tool (BWA) is implemented, a new read alignment package that is based on backward search with Burrows–Wheeler Transform (BWT), to efficiently align short sequencing reads against a large reference sequence such as the human genome, allowing mismatches and gaps.
PLINK: A Tool Set for Whole-Genome Association and Population-Based Linkage Analyses
Shaun Purcell,Shaun Purcell,Benjamin M. Neale,Benjamin M. Neale,Kathe Todd-Brown,Lori Thomas,Manuel A. R. Ferreira,David Bender,David Bender,Julian Maller,Julian Maller,Pamela Sklar,Pamela Sklar,Paul I.W. de Bakker,Paul I.W. de Bakker,Mark J. Daly,Mark J. Daly,Pak C. Sham +17 more
TL;DR: This work introduces PLINK, an open-source C/C++ WGAS tool set, and describes the five main domains of function: data management, summary statistics, population stratification, association analysis, and identity-by-descent estimation, which focuses on the estimation and use of identity- by-state and identity/descent information in the context of population-based whole-genome studies.
33.2K
The Genome Analysis Toolkit: A MapReduce framework for analyzing next-generation DNA sequencing data
Aaron McKenna,Matthew Hanna,Eric Banks,Andrey Sivachenko,Kristian Cibulskis,Andrew Kernytsky,Kiran V. Garimella,David Altshuler,Stacey Gabriel,Mark J. Daly,Mark A. DePristo +10 more
TL;DR: The GATK programming framework enables developers and analysts to quickly and easily write efficient and robust NGS tools, many of which have already been incorporated into large-scale sequencing projects like the 1000 Genomes Project and The Cancer Genome Atlas.
Ultrafast and memory-efficient alignment of short DNA sequences to the human genome
TL;DR: Bowtie extends previous Burrows-Wheeler techniques with a novel quality-aware backtracking algorithm that permits mismatches and can be used simultaneously to achieve even greater alignment speeds.
TopHat: discovering splice junctions with RNA-Seq
TL;DR: The TopHat pipeline is much faster than previous systems, mapping nearly 2.2 million reads per CPU hour, which is sufficient to process an entire RNA-Seq experiment in less than a day on a standard desktop computer.
Related Papers (5)
Genome-wide association of multiple complex traits in outbred mice by ultra-low-coverage sequencing.
[...]
Jérôme Nicod,Robert W. Davies,Na Cai,Carl Hassett,Leo Goodstadt,Cormac Cosgrove,Benjamin K Yee,Vikte Lionikaite,Rebecca E. McIntyre,Carol Ann Remme,Elisabeth M. Lodder,Jennifer S. Gregory,Tertius Hough,Russell Joynson,Hayley Phelps,Barbara Nell,Clare Rowe,Joseph Wood,Alison Walling,Nasrin Bopp,Amarjit Bhomra,Polinka Hernandez-Pliego,Jacques Callebert,Richard M. Aspden,Nick P. Talbot,Peter A. Robbins,Mark Harrison,Martin Fray,Jean-Marie Launay,Yigal M. Pinto,David A. Blizard,Connie R. Bezzina,David J. Adams,Paul Franken,Tom Weaver,Sara Wells,Steve D. M. Brown,Paul Potter,Paul Klenerman,Arimantas Lionikas,Richard Mott,Richard Mott,Jonathan Flint,Jonathan Flint +43 more
Thomas M. Keane,Leo Goodstadt,Petr Danecek,Michael A. White,Kim Wong,Binnaz Yalcin,Andreas Heger,Avigail Agam,Avigail Agam,Guy Slater,Martin Goodson,Nick Furlotte,Eleazar Eskin,Christoffer Nellåker,Helen Whitley,James Cleak,Deborah Janowitz,Deborah Janowitz,Polinka Hernandez-Pliego,Andrew Edwards,T G Belgard,Peter L. Oliver,Rebecca E. McIntyre,Amarjit Bhomra,Jérôme Nicod,Xiangchao Gan,Wei Yuan,L van der Weyden,Charles A. Steward,Sendu Bala,Jim Stalker,Richard Mott,Richard Durbin,Ian J. Jackson,Anne Czechanski,José Afonso Guerra-Assunção,Leah Rae Donahue,Laura G. Reinholdt,Bret A. Payseur,Chris P. Ponting,Ewan Birney,Jonathan Flint,David J. Adams +42 more