User profiles for David R. Kelley
David R KelleyCalico Labs Verified email at calicolabs.com Cited by 22342 |
Differential gene and transcript expression analysis of RNA-seq experiments with TopHat and Cufflinks
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 …
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
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 …
problem, and critical downstream applications in human genetics depend on improved …
[HTML][HTML] A whole-genome assembly of the domestic cow, Bos taurus
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 …
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
The complex language of eukaryotic gene expression remains incompletely understood.
Despite the importance suggested by many noncoding variants statistically associated with …
Despite the importance suggested by many noncoding variants statistically associated with …
Topological organization of multichromosomal regions by the long intergenic noncoding RNA Firre
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 …
structural component of the nuclear matrix. However, the molecular identities, functional roles …
Assemblathon 1: a competitive assessment of de novo short read assembly methods
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 …
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
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 …
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 …
mechanisms underlying adipocyte development. Many protein-coding genes, mRNAs, and …
[HTML][HTML] Transcriptional and epigenetic dynamics during specification of human embryonic stem cells
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 …
study the regulatory mechanisms that facilitate cellular transitions in a human context. To that …
Sequential regulatory activity prediction across chromosomes with convolutional neural networks
Models for predicting phenotypic outcomes from genotypes have important applications to
understanding genomic function and improving human health. Here, we develop a machine-…
understanding genomic function and improving human health. Here, we develop a machine-…