User profiles for David R. Kelley

David R Kelley

Calico Labs
Verified email at calicolabs.com
Cited by 22342

Differential gene and transcript expression analysis of RNA-seq experiments with TopHat and Cufflinks

…, A Roberts, L Goff, G Pertea, D Kim, DR Kelley… - Nature protocols, 2012 - nature.com
Recent advances in high-throughput cDNA sequencing (RNA-seq) can reveal new genes
and splice variants and quantify expression genome-wide in a single assay. The volume and …

[HTML][HTML] Effective gene expression prediction from sequence by integrating long-range interactions

…, KR Taylor, Y Assael, J Jumper, P Kohli, DR Kelley - Nature …, 2021 - nature.com
How noncoding DNA determines gene expression in different cell types is a major unsolved
problem, and critical downstream applications in human genetics depend on improved …

[HTML][HTML] A whole-genome assembly of the domestic cow, Bos taurus

AV Zimin, AL Delcher, L Florea, DR Kelley, MC Schatz… - Genome biology, 2009 - Springer
Background The genome of the domestic cow, Bos taurus, was sequenced using a mixture
of hierarchical and whole-genome shotgun sequencing methods. Results We have …

Basset: learning the regulatory code of the accessible genome with deep convolutional neural networks

DR Kelley, J Snoek, JL Rinn - Genome research, 2016 - genome.cshlp.org
The complex language of eukaryotic gene expression remains incompletely understood.
Despite the importance suggested by many noncoding variants statistically associated with …

Topological organization of multichromosomal regions by the long intergenic noncoding RNA Firre

…, DG Hendrickson, M Sauvageau, DR Kelley… - Nature structural & …, 2014 - nature.com
RNA, including long noncoding RNA (lncRNA), is known to be an abundant and important
structural component of the nuclear matrix. However, the molecular identities, functional roles …

Assemblathon 1: a competitive assessment of de novo short read assembly methods

…, D Naquin, N Maillet, MC Schatz, DR Kelley… - Genome …, 2011 - genome.cshlp.org
Low-cost short read sequencing technology has revolutionized genomics, though it is only
just becoming practical for the high-quality de novo assembly of a novel large genome. We …

[HTML][HTML] Quake: quality-aware detection and correction of sequencing errors

DR Kelley, MC Schatz, SL Salzberg - Genome biology, 2010 - Springer
We introduce Quake, a program to detect and correct errors in DNA sequencing reads.
Using a maximum likelihood approach incorporating quality values and nucleotide specific …

Long noncoding RNAs regulate adipogenesis

…, B Tazon-Vega, DR Kelley… - Proceedings of the …, 2013 - National Acad Sciences
The prevalence of obesity has led to a surge of interest in understanding the detailed
mechanisms underlying adipocyte development. Many protein-coding genes, mRNAs, and …

[HTML][HTML] Transcriptional and epigenetic dynamics during specification of human embryonic stem cells

…, AK Shalek, DR Kelley, AA Shishkin, R Issner… - Cell, 2013 - cell.com
Differentiation of human embryonic stem cells (hESCs) provides a unique opportunity to
study the regulatory mechanisms that facilitate cellular transitions in a human context. To that …

Sequential regulatory activity prediction across chromosomes with convolutional neural networks

DR Kelley, YA Reshef, M Bileschi, D Belanger… - Genome …, 2018 - genome.cshlp.org
Models for predicting phenotypic outcomes from genotypes have important applications to
understanding genomic function and improving human health. Here, we develop a machine-…