Literature DB >> 23194347

Genes, behavior and next-generation RNA sequencing.

R Hitzemann1, D Bottomly, P Darakjian, N Walter, O Iancu, R Searles, B Wilmot, S McWeeney.   

Abstract

Advances in next-generation sequencing suggest that RNA-Seq is poised to supplant microarray-based approaches for transcriptome analysis. This article briefly reviews the use of microarrays in the brain-behavior context and then illustrates why RNA-Seq is a superior strategy. Compared with microarrays, RNA-Seq has a greater dynamic range, detects both coding and noncoding RNAs, is superior for gene network construction, detects alternative spliced transcripts, detects allele specific expression and can be used to extract genotype information, e.g. nonsynonymous coding single nucleotide polymorphisms. Examples of where RNA-Seq has been used to assess brain gene expression are provided. Despite the advantages of RNA-Seq, some disadvantages remain. These include the high cost of RNA-Seq and the computational complexities associated with data analysis. RNA-Seq embraces the complexity of the transcriptome and provides a mechanism to understand the underlying regulatory code; the potential to inform the brain-behavior relationship is substantial.
© 2012 The Authors. Genes, Brain and Behavior © 2012 Blackwell Publishing Ltd and International Behavioural and Neural Genetics Society.

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Mesh:

Year:  2012        PMID: 23194347      PMCID: PMC6050050          DOI: 10.1111/gbb.12007

Source DB:  PubMed          Journal:  Genes Brain Behav        ISSN: 1601-183X            Impact factor:   3.449


  124 in total

1.  A systems genetic analysis of alcohol drinking by mice, rats and men: influence of brain GABAergic transmission.

Authors:  Laura M Saba; Beth Bennett; Paula L Hoffman; Kelsey Barcomb; Takao Ishii; Katerina Kechris; Boris Tabakoff
Journal:  Neuropharmacology       Date:  2010-12-23       Impact factor: 5.250

Review 2.  Computational methods for transcriptome annotation and quantification using RNA-seq.

Authors:  Manuel Garber; Manfred G Grabherr; Mitchell Guttman; Cole Trapnell
Journal:  Nat Methods       Date:  2011-05-27       Impact factor: 28.547

Review 3.  Better understanding of mechanisms of schizophrenia and bipolar disorder: from human gene expression profiles to mouse models.

Authors:  Chi-Ying Lin; Akira Sawa; Hanna Jaaro-Peled
Journal:  Neurobiol Dis       Date:  2011-09-03       Impact factor: 5.996

4.  Confirmation of an epilepsy modifier locus on mouse chromosome 11 and candidate gene analysis by RNA-Seq.

Authors:  N A Hawkins; J A Kearney
Journal:  Genes Brain Behav       Date:  2012-04-27       Impact factor: 3.449

Review 5.  Splicing regulation in neurologic disease.

Authors:  Donny D Licatalosi; Robert B Darnell
Journal:  Neuron       Date:  2006-10-05       Impact factor: 17.173

6.  Substance-specific and shared transcription and epigenetic changes in the human hippocampus chronically exposed to cocaine and alcohol.

Authors:  Zhifeng Zhou; Qiaoping Yuan; Deborah C Mash; David Goldman
Journal:  Proc Natl Acad Sci U S A       Date:  2011-04-04       Impact factor: 11.205

7.  Transcriptome-wide regulation of pre-mRNA splicing and mRNA localization by muscleblind proteins.

Authors:  Eric T Wang; Neal A L Cody; Sonali Jog; Michela Biancolella; Thomas T Wang; Daniel J Treacy; Shujun Luo; Gary P Schroth; David E Housman; Sita Reddy; Eric Lécuyer; Christopher B Burge
Journal:  Cell       Date:  2012-08-17       Impact factor: 41.582

8.  Genetical genomic determinants of alcohol consumption in rats and humans.

Authors:  Boris Tabakoff; Laura Saba; Morton Printz; Pam Flodman; Colin Hodgkinson; David Goldman; George Koob; Heather N Richardson; Katerina Kechris; Richard L Bell; Norbert Hübner; Matthias Heinig; Michal Pravenec; Jonathan Mangion; Lucie Legault; Maurice Dongier; Katherine M Conigrave; John B Whitfield; John Saunders; Bridget Grant; Paula L Hoffman
Journal:  BMC Biol       Date:  2009-10-27       Impact factor: 7.431

9.  Large scale analysis of positional effects of single-base mismatches on microarray gene expression data.

Authors:  Fenghai Duan; Mark A Pauley; Eliot R Spindel; Li Zhang; Robert B Norgren
Journal:  BioData Min       Date:  2010-04-29       Impact factor: 2.522

10.  Genome-wide analysis in vivo of translation with nucleotide resolution using ribosome profiling.

Authors:  Nicholas T Ingolia; Sina Ghaemmaghami; John R S Newman; Jonathan S Weissman
Journal:  Science       Date:  2009-02-12       Impact factor: 47.728

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  38 in total

Review 1.  Cross-species molecular dissection across alcohol behavioral domains.

Authors:  Sean P Farris; Brien P Riley; Robert W Williams; Megan K Mulligan; Michael F Miles; Marcelo F Lopez; Robert Hitzemann; Ovidiu D Iancu; Alexander Colville; Nicole A R Walter; Priscila Darakjian; Denesa L Oberbeck; James B Daunais; Christina L Zheng; Robert P Searles; Shannon K McWeeney; Kathleen A Grant; R Dayne Mayfield
Journal:  Alcohol       Date:  2017-12-06       Impact factor: 2.405

2.  "RADIOTRANSCRIPTOMICS": A synergy of imaging and transcriptomics in clinical assessment.

Authors:  Amal Katrib; William Hsu; Alex Bui; Yi Xing
Journal:  Quant Biol       Date:  2016-03-04

3.  Gender-Specific Effects of Selection for Drinking in the Dark on the Network Roles of Coding and Noncoding RNAs.

Authors:  Ovidiu Dan Iancu; Alex M Colville; Beth Wilmot; Robert Searles; Priscila Darakjian; Christina Zheng; Shannon McWeeney; Sunita Kawane; John C Crabbe; Pamela Metten; Denesa Oberbeck; Robert Hitzemann
Journal:  Alcohol Clin Exp Res       Date:  2018-06-22       Impact factor: 3.455

4.  Dual-trait selection for ethanol consumption and withdrawal: genetic and transcriptional network effects.

Authors:  Pamela Metten; Ovidiu D Iancu; Stephanie E Spence; Nicole A R Walter; Denesa Oberbeck; Christina A Harrington; Alexandre Colville; Shannon McWeeney; Tamara J Phillips; Kari J Buck; John C Crabbe; John K Belknap; Robert J Hitzemann
Journal:  Alcohol Clin Exp Res       Date:  2014-12       Impact factor: 3.455

Review 5.  Progress With Nonhuman Animal Models of Addiction.

Authors:  John C Crabbe
Journal:  J Stud Alcohol Drugs       Date:  2016-09       Impact factor: 2.582

6.  SeqNet: An R Package for Generating Gene-Gene Networks and Simulating RNA-Seq Data.

Authors:  Tyler Grimes; Somnath Datta
Journal:  J Stat Softw       Date:  2021-07-10       Impact factor: 6.440

7.  Genes regulating lipid and protein metabolism are highly expressed in mammary gland of lactating dairy goats.

Authors:  Hengbo Shi; Jiangjiang Zhu; Jun Luo; Wenting Cao; Huaiping Shi; Dawei Yao; Jun Li; Yuting Sun; Huifen Xu; Kang Yu; Juan J Loor
Journal:  Funct Integr Genomics       Date:  2014-11-30       Impact factor: 3.410

Review 8.  Genetic influences on the development of alcoholism.

Authors:  Mary-Anne Enoch
Journal:  Curr Psychiatry Rep       Date:  2013-11       Impact factor: 5.285

Review 9.  Gene expression in the addicted brain.

Authors:  Zhifeng Zhou; Mary-Anne Enoch; David Goldman
Journal:  Int Rev Neurobiol       Date:  2014       Impact factor: 3.230

Review 10.  Genetics of gene expression in CNS.

Authors:  Ashutosh K Pandey; Robert W Williams
Journal:  Int Rev Neurobiol       Date:  2014       Impact factor: 3.230

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