Justin Guinney

45.4k total citations · 3 hit papers
82 papers, 15.0k citations indexed

About

Justin Guinney is a scholar working on Cancer Research, Oncology and Molecular Biology. According to data from OpenAlex, Justin Guinney has authored 82 papers receiving a total of 15.0k indexed citations (citations by other indexed papers that have themselves been cited), including 34 papers in Cancer Research, 33 papers in Oncology and 29 papers in Molecular Biology. Recurrent topics in Justin Guinney's work include Cancer Genomics and Diagnostics (31 papers), Colorectal Cancer Treatments and Studies (18 papers) and Genetic factors in colorectal cancer (17 papers). Justin Guinney is often cited by papers focused on Cancer Genomics and Diagnostics (31 papers), Colorectal Cancer Treatments and Studies (18 papers) and Genetic factors in colorectal cancer (17 papers). Justin Guinney collaborates with scholars based in United States, United Kingdom and Switzerland. Justin Guinney's co-authors include Robert Castelo, Sonja Hänzelmann, Rodrigo Dienstmann, Stephen Friend, Sabine Tejpar, Ling Zhao, Kang Zhang, Marina Bibikova, Li Zhang and Trey Ideker and has published in prestigious journals such as Proceedings of the National Academy of Sciences, Nature Communications and Journal of Clinical Oncology.

In The Last Decade

Justin Guinney

77 papers receiving 14.9k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

GSVA: gene set variation analysis for microarray and RNA-Seq data

2013 8.7k citations Justin Guinney et al. profile →
Genome-wide Methylation Profiles Reveal Quantitative Views of Human Aging Rates

2012 2.5k citations Gregory Hannum, Justin Guinney et al. Molecular Cell profile →
Consensus molecular subtypes and the evolution of precision medicine in colorectal cancer

2017 657 citations Rodrigo Dienstmann, Justin Guinney et al. profile →

Peers

Countries citing papers authored by Justin Guinney

Since Specialization

Citations

This map shows the geographic impact of Justin Guinney's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Justin Guinney with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Justin Guinney more than expected).

Fields of papers citing papers by Justin Guinney

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Justin Guinney. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Justin Guinney. The network helps show where Justin Guinney may publish in the future.

Co-authorship network of co-authors of Justin Guinney

This figure shows the co-authorship network connecting the top 25 collaborators of Justin Guinney. A scholar is included among the top collaborators of Justin Guinney based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Justin Guinney. Justin Guinney is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Actionable Structural Variant Detection via RNA-NGS and DNA-NGS in Patients With Advanced Non–Small Cell Lung Cancer 2024 ·JAMA Network Open ·(unknown), Rotem Ben‐Shachar, Josephine Feliciano, (unknown), Kyle A. Beauchamp, (unknown), Adam J. Hockenberry, Genelle F. Harrison, John Guittar, Catarina Catela, Jerod Parsons, Ezra E.W. Cohen, Kate Sasser, Halla Nimeiri, Justin Guinney, Jyoti D. Patel, Daniel Morgensztern	5
2	163 A multi-modal, pan-cancer atlas of tumor-immune states across primary and metastatic disease using a large, real-world database 2023 ·SHILAP Revista de lepidopterología ·(unknown), Michelle M. Stein, Paul Fields, (unknown), Luca Lonini, (unknown), Rohan P. Joshi, Halla Nimeiri, Martin C. Stumpe, Kate Sasser, Catherine Igartua, Justin Guinney, Mary L. Disis	0
3	Machine learning in rare disease 2023 ·Nature Methods ·Jineta Banerjee, Jaclyn Taroni, Robert J. Allaway, (unknown), Justin Guinney, Casey S. Greene	44
4	Validation of a Transcriptome-Based Assay for Classifying Cancers of Unknown Primary Origin 2023 ·Molecular Diagnosis & Therapy ·Jackson Michuda, Alessandra Breschi, (unknown), (unknown), (unknown), (unknown), (unknown), Catherine Igartua, Joel T. Dudley, Martin C. Stumpe, Nike Beaubier, (unknown), Ryan Jones, (unknown), (unknown), Justin Guinney, Kyle A. Beauchamp, Timothy Taxter	18
5	USP10 Regulates ZEB1 Ubiquitination and Protein Stability to Inhibit ZEB1-Mediated Colorectal Cancer Metastasis 2023 ·Molecular Cancer Research ·(unknown), Jia Yu, Justin Guinney, Bo Qin, Frank A. Sinicrope	15
6	Abstract P5-05-08: Dual ctDNA and tissue sequencing improves detection of actionable variants in breast cancer patients 2023 ·Cancer Research ·Matthew MacKay, (unknown), (unknown), (unknown), James Chen, (unknown), Justin Guinney	1
7	Real-world outcome analysis of patients with advanced gastric and gastroesophageal adenocarcinoma with HER2-low expression treated with first-line therapy. 2023 ·Journal of Clinical Oncology ·Mary F. Mulcahy, Halla Nimeiri, Osama E. Rahma, Jonathan Wills, (unknown), (unknown), Raphael Pelossof, (unknown), Justin Guinney, Nike Beaubier, Filippo Pietrantonio, Yoshiaki Nakamura, (unknown), Takayuki Yoshino	2
8	Knowledge-based classification of fine-grained immune cell types in single-cell RNA-Seq data 2021 ·Briefings in Bioinformatics ·Xuan Liu, Sara J.C. Gosline, Lance Pflieger, Pierre Wallet, Archana Iyer, Justin Guinney, Andrea H. Bild, Jeffrey T. Chang	11
9	Relative contribution of clinicopathological variables, genomic markers, transcriptomic subtyping and microenvironment features for outcome prediction in stage II/III colorectal cancer 2019 ·Annals of Oncology ·Rodrigo Dienstmann, Guillermo Villacampa, Anita Sveen, Mike J. Mason, Donna Niedzwiecki, Arild Nesbakken, Vı́ctor Moreno, Robert S. Warren, Ragnhild A. Lothe, Justin Guinney	149
10	Spatiotemporal Loss of NF1 in Schwann Cell Lineage Leads to Different Types of Cutaneous Neurofibroma Susceptible to Modification by the Hippo Pathway 2018 ·Cancer Discovery ·Zhiguo Chen, Juan Mo, Jean‐Philippe Brosseau, Tracey Shipman, Yong Wang, (unknown), Jonathan M. Cooper, Robert J. Allaway, Sara J.C. Gosline, Justin Guinney, Thomas J. Carroll, Lu Q. Le	63
11	Functional Precision Medicine Identifies Novel Druggable Targets and Therapeutic Options in Head and Neck Cancer 2018 ·Clinical Cancer Research ·Chang Xu, Olga Nikolova, Ryan Basom, Ryan M. Mitchell, Reid Shaw, Russell Moser, (unknown), Kay E. Gurley, Michael Kao, (unknown), Franz X. Schaub, Robert L. Diaz, (unknown), In Sock Jang, Justin Guinney, Vijayakrishna K. Gadi, (unknown), Carla Grandori, Christopher J. Kemp, Eduardo Méndez	19
12	Colorectal Cancer Consensus Molecular Subtypes Translated to Preclinical Models Uncover Potentially Targetable Cancer Cell Dependencies 2017 ·Clinical Cancer Research ·Anita Sveen, Jarle Bruun, Peter W. Eide, Ina A. Eilertsen, Lorena Ramírez, Astrid Murumägi, Mariliina Arjama, Stine A. Danielsen, Kushtrim Kryeziu, Élena Elez, Josep Tabernero, Justin Guinney, Héctor G. Pálmer, Arild Nesbakken, Olli Kallioniemi, Rodrigo Dienstmann, Ragnhild A. Lothe	173
13	KRAS Mutation and Consensus Molecular Subtypes 2 and 3 Are Independently Associated with Reduced Immune Infiltration and Reactivity in Colorectal Cancer 2017 ·Clinical Cancer Research ·Neeraj Lal, Brian S. White, Ghaleb Goussous, Oliver Pickles, Mike J. Mason, Andrew D. Beggs, Philippe Tanière, Benjamin E. Willcox, Justin Guinney, Gary Middleton	112
14	BRAF V600E Mutant Colorectal Cancer Subtypes Based on Gene Expression 2016 ·Clinical Cancer Research ·David Barras, Edoardo Missiaglia, Pratyaksha Wirapati, Oliver M. Sieber, Robert N. Jorissen, (unknown), Peter L. Molloy, Ian T. Jones, Stephen McLaughlin, Peter Gibbs, Justin Guinney, Iris Simón, Arnaud Roth, Fred T. Bosman, Sabine Tejpar, Mauro Delorenzi	161
15	Molecular Markers Identify Subtypes of Stage III Colon Cancer Associated With Patient Outcomes 2014 ·Gastroenterology ·Frank A. Sinicrope, Qian Shi, Thomas C. Smyrk, Stephen N. Thibodeau, Rodrigo Dienstmann, Justin Guinney, Brian M. Bot, Sabine Tejpar, Mauro Delorenzi, Richard M. Goldberg, Michelle R. Mahoney, Daniel J. Sargent, Steven R. Alberts	253
16	Impact of Bioinformatic Procedures in the Development and Translation of High-Throughput Molecular Classifiers in Oncology 2013 ·Clinical Cancer Research ·Charles Ferté, Andrew D. Trister, Erich Huang, Brian M. Bot, Justin Guinney, Frédéric Commo, Solveig K. Sieberts, Fabrice André, Benjamin Besse, Jean‐Charles Soria, Stephen Friend	33
17	Modeling RAS Phenotype in Colorectal Cancer Uncovers Novel Molecular Traits of RAS Dependency and Improves Prediction of Response to Targeted Agents in Patients 2013 ·Clinical Cancer Research ·Justin Guinney, Charles Ferté, Jonathan R. Dry, Robert McEwen, Gilles Manceau, (unknown), Kai‐Ming Chang, Claus Bendtsen, Kevin Hudson, Erich Huang, Brian Dougherty, Michel Ducreux, Jean‐Charles Soria, Stephen Friend, Jonathan M.J. Derry, Pierre Laurent‐Puig	30
18	Genome-wide Methylation Profiles Reveal Quantitative Views of Human Aging Rates breakdown → 2012 ·Molecular Cell ·Gregory Hannum, Justin Guinney, Ling Zhao, Li Zhang, Guy Hughes, SriniVas R. Sadda, Brandy Klotzle, Marina Bibikova, Jian-Bing Fan, Yuan Gao, (unknown), (unknown), Indika Rajapakse, Stephen Friend, Trey Ideker, Kang Zhang	2548
19	Learning Gradients: Predictive Models that Infer Geometry and Statistical Dependence 2010 ·Journal of Machine Learning Research ·Qiang Wu, Justin Guinney, Mauro Maggioni, Sayan Mukherjee	13
20	Modeling Cancer Progression via Pathway Dependencies 2008 ·PLoS Computational Biology ·Elena J. Edelman, Justin Guinney, Jen‐Tsan Chi, Phillip G. Febbo, Sayan Mukherjee	49

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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