User profiles for C. Y. McLean

Cory McLean

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Cited by 10062

GREAT improves functional interpretation of cis-regulatory regions

CY McLean, D Bristor, M Hiller, SL Clarke… - Nature …, 2010 - nature.com
We developed the Genomic Regions Enrichment of Annotations Tool (GREAT) to analyze
the functional significance of cis-regulatory regions identified by localized measurements of …

Mutational analysis reveals the origin and therapy-driven evolution of recurrent glioma

…, T Mazor, C Hong, M Barnes, K Aihara, CY McLean… - Science, 2014 - science.org
Tumor recurrence is a leading cause of cancer mortality. Therapies for recurrent disease may
fail, at least in part, because the genomic alterations driving the growth of recurrences are …

A universal SNP and small-indel variant caller using deep neural networks

…, PT Afshar, SS Gross, L Dorfman, CY McLean… - Nature …, 2018 - nature.com
Despite rapid advances in sequencing technologies, accurately calling genetic variants
present in an individual genome from billions of short, errorful sequence reads remains …

Human-specific loss of regulatory DNA and the evolution of human-specific traits

CY McLean, PL Reno, AA Pollen, AI Bassan… - Nature, 2011 - nature.com
Humans differ from other animals in many aspects of anatomy, physiology, and behaviour;
however, the genotypic basis of most human-specific traits remains unknown 1 . Recent whole…

Sequential regulatory activity prediction across chromosomes with convolutional neural networks

…, M Bileschi, D Belanger, CY McLean… - 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-…

Quantifying prion disease penetrance using large population control cohorts

…, JF Sathirapongsasuti, CY McLean… - Science translational …, 2016 - science.org
More than 100,000 genetic variants are reported to cause Mendelian disease in humans,
but the penetrance—the probability that a carrier of the purported disease-causing genotype …

An open resource for accurately benchmarking small variant and reference calls

…, SA Irvine, L Trigg, R Truty, CY McLean… - Nature …, 2019 - nature.com
Benchmark small variant calls are required for developing, optimizing and assessing the
performance of sequencing and bioinformatics methods. Here, as part of the Genome in a …

DeepConsensus improves the accuracy of sequences with a gap-aware sequence transformer

…, W Ammar, JP Vert, A Vaswani, CY McLean… - Nature …, 2023 - nature.com
Circular consensus sequencing with Pacific Biosciences (PacBio) technology generates
long (10–25 kilobases), accurate ‘HiFi’ reads by combining serial observations of a DNA …

Inference of chronic obstructive pulmonary disease with deep learning on raw spirograms identifies new genetic loci and improves risk models

…, D Lai, A Carroll, BD Hobbs, MH Cho, CY McLean… - Nature Genetics, 2023 - nature.com
Chronic obstructive pulmonary disease (COPD), the third leading cause of death worldwide,
is highly heritable. While COPD is clinically defined by applying thresholds to summary …

Diagnosis of Parkinson's disease on the basis of clinical and genetic classification: a population-based modelling study

MA Nalls, CY McLean, J Rick, S Eberly… - The Lancet …, 2015 - thelancet.com
Background Accurate diagnosis and early detection of complex diseases, such as Parkinson's
disease, has the potential to be of great benefit for researchers and clinical practice. We …