User profiles for Justin Guinney

Justin Guinney

Tempus
Verified email at tempus.com
Cited by 31124

The consensus molecular subtypes of colorectal cancer

J Guinney, R Dienstmann, X Wang, A De Reynies… - Nature medicine, 2015 - nature.com
Colorectal cancer (CRC) is a frequently lethal disease with heterogeneous outcomes and
drug responses. To resolve inconsistencies among the reported gene expression–based CRC …

[PDF][PDF] Genome-wide methylation profiles reveal quantitative views of human aging rates

G Hannum, J Guinney, L Zhao, LI Zhang, G Hughes… - Molecular cell, 2013 - cell.com
The ability to measure human aging from molecular profiles has practical implications in
many fields, including disease prevention and treatment, forensics, and extension of life. …

[PDF][PDF] The immune landscape of cancer

…, H Shen, TK Choueiri, JN Weinstein, J Guinney… - Immunity, 2018 - cell.com
We performed an extensive immunogenomic analysis of more than 10,000 tumors comprising
33 diverse cancer types by utilizing data compiled by TCGA. Across cancer types, we …

[HTML][HTML] GSVA: gene set variation analysis for microarray and RNA-seq data

S Hänzelmann, R Castelo, J Guinney - BMC bioinformatics, 2013 - Springer
Background Gene set enrichment (GSE) analysis is a popular framework for condensing
information from gene expression profiles into a pathway or signature summary. The strengths …

AACR Project GENIE: powering precision medicine through an international consortium

…, F Garcia, S Gardos, CD Gocke, BE Gross, J Guinney… - Cancer discovery, 2017 - AACR
The AACR Project GENIE is an international data-sharing consortium focused on generating
an evidence base for precision cancer medicine by integrating clinical-grade cancer …

Consensus molecular subtypes and the evolution of precision medicine in colorectal cancer

R Dienstmann, L Vermeulen, J Guinney… - Nature reviews …, 2017 - nature.com
Critical driver genomic events in colorectal cancer have been shown to affect the response
to targeted agents that were initially developed under the 'one gene, one drug' paradigm of …

The National COVID Cohort Collaborative (N3C): rationale, design, infrastructure, and deployment

…, TD Bennett, DA Eichmann, J Guinney… - Journal of the …, 2021 - academic.oup.com
Objective Coronavirus disease 2019 (COVID-19) poses societal challenges that require
expeditious data and knowledge sharing. Though organizational clinical data are abundant, …

[PDF][PDF] Key parameters of tumor epitope immunogenicity revealed through a consortium approach improve neoantigen prediction

…, Z Kosaloglu-Yalcin, Z Huang, T Merghoub, J Guinney… - Cell, 2020 - cell.com
Many approaches to identify therapeutically relevant neoantigens couple tumor sequencing
with bioinformatic algorithms and inferred rules of tumor epitope immunogenicity. However, …

Clinical characterization and prediction of clinical severity of SARS-CoV-2 infection among US adults using data from the US National COVID Cohort Collaborative

…, D Gabriel, BT Garibaldi, AT Girvin, J Guinney… - JAMA network …, 2021 - jamanetwork.com
Importance The National COVID Cohort Collaborative (N3C) is a centralized, harmonized,
high-granularity electronic health record repository that is the largest, most representative …

F-Seq: a feature density estimator for high-throughput sequence tags

AP Boyle, J Guinney, GE Crawford, TS Furey - Bioinformatics, 2008 - academic.oup.com
Tag sequencing using high-throughput sequencing technologies are now regularly
employed to identify specific sequence features, such as transcription factor binding sites (ChIP-seq) …