The Bayesian revolution in genetics

MA Beaumont, B Rannala - Nature Reviews Genetics, 2004 - nature.com
Bayesian statistics allow scientists to easily incorporate prior knowledge into their data
analysis. Nonetheless, the sheer amount of computational power that is required for …

A survey of DNA motif finding algorithms

MK Das, HK Dai - BMC bioinformatics, 2007 - Springer
Background Unraveling the mechanisms that regulate gene expression is a major challenge
in biology. An important task in this challenge is to identify regulatory elements, especially …

Gene prediction in novel fungal genomes using an ab initio algorithm with unsupervised training

V Ter-Hovhannisyan, A Lomsadze… - Genome …, 2008 - genome.cshlp.org
We describe a new ab initio algorithm, GeneMark-ES version 2, that identifies protein-coding
genes in fungal genomes. The algorithm does not require a predetermined training set to …

Discovering motifs in ranked lists of DNA sequences

E Eden, D Lipson, S Yogev… - PLoS computational …, 2007 - journals.plos.org
Computational methods for discovery of sequence elements that are enriched in a target set
compared with a background set are fundamental in molecular biology research. One …

An iterative statistical approach to the identification of protein phosphorylation motifs from large-scale data sets

D Schwartz, SP Gygi - Nature biotechnology, 2005 - nature.com
With the recent exponential increase in protein phosphorylation sites identified by mass
spectrometry, a unique opportunity has arisen to understand the motifs surrounding such …

Modeling leaderless transcription and atypical genes results in more accurate gene prediction in prokaryotes

A Lomsadze, K Gemayel, S Tang… - Genome …, 2018 - genome.cshlp.org
In a conventional view of the prokaryotic genome organization, promoters precede operons
and ribosome binding sites (RBSs) with Shine-Dalgarno consensus precede genes …

Weeder Web: discovery of transcription factor binding sites in a set of sequences from co-regulated genes

G Pavesi, P Mereghetti, G Mauri… - Nucleic acids …, 2004 - academic.oup.com
One of the greatest challenges that modern molecular biology is facing is the understanding
of the complex mechanisms regulating gene expression. A fundamental step in this process …

FOXC2 controls formation and maturation of lymphatic collecting vessels through cooperation with NFATc1

C Norrmén, KI Ivanov, J Cheng, N Zangger… - Journal of Cell …, 2009 - rupress.org
The mechanisms of blood vessel maturation into distinct parts of the blood vasculature such
as arteries, veins, and capillaries have been the subject of intense investigation over recent …

Towards a Systems Approach for Lignin Biosynthesis in Populus trichocarpa: Transcript Abundance and Specificity of the Monolignol Biosynthetic Genes

R Shi, YH Sun, Q Li, S Heber, R Sederoff… - Plant and Cell …, 2010 - academic.oup.com
As a step toward a comprehensive description of lignin biosynthesis in Populus trichocarpa,
we identified from the genome sequence 95 phenylpropanoid gene models in 10 protein …

Whole-Genome Analysis of the SHORT-ROOT Developmental Pathway in Arabidopsis

MP Levesque, T Vernoux, W Busch, H Cui… - PLoS …, 2006 - journals.plos.org
Stem cell function during organogenesis is a key issue in developmental biology. The
transcription factor SHORT-ROOT (SHR) is a critical component in a developmental pathway …