Search Results - "Vaske, Charles"
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A deep learning image-based intrinsic molecular subtype classifier of breast tumors reveals tumor heterogeneity that may affect survival
Published in Breast cancer research : BCR (28-01-2020)“…Breast cancer intrinsic molecular subtype (IMS) as classified by the expression-based PAM50 assay is considered a strong prognostic feature, even when…”
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Inference of patient-specific pathway activities from multi-dimensional cancer genomics data using PARADIGM
Published in Bioinformatics (15-06-2010)“…Motivation: High-throughput data is providing a comprehensive view of the molecular changes in cancer tissues. New technologies allow for the simultaneous…”
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Transcriptional Programming of Normal and Inflamed Human Epidermis at Single-Cell Resolution
Published in Cell reports (Cambridge) (23-10-2018)“…Perturbations in the transcriptional programs specifying epidermal differentiation cause diverse skin pathologies ranging from impaired barrier function to…”
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Cell of origin and mutation pattern define three clinically distinct classes of sebaceous carcinoma
Published in Nature communications (14-05-2018)“…Sebaceous carcinomas (SeC) are cutaneous malignancies that, in rare cases, metastasize and prove fatal. Here we report whole-exome sequencing on 32 SeC,…”
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The UCSC Genome Browser database: 2025 update
Published in Nucleic acids research (26-10-2024)“…The UCSC Genome Browser (https://genome.ucsc.edu) is a widely utilized web-based tool for visualization and analysis of genomic data, encompassing over 4000…”
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Voltage-Gated Na+ Channel SCN5A Is a Key Regulator of a Gene Transcriptional Network That Controls Colon Cancer Invasion
Published in Cancer research (Chicago, Ill.) (01-09-2010)“…Voltage-gated Na(+) channels (VGSC) have been implicated in the metastatic potential of human breast, prostate, and lung cancer cells. Specifically, the SCN5A…”
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JARID1B Is a Luminal Lineage-Driving Oncogene in Breast Cancer
Published in Cancer cell (16-06-2014)“…Recurrent mutations in histone-modifying enzymes imply key roles in tumorigenesis, yet their functional relevance is largely unknown. Here, we show that…”
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Integrated molecular profiles of invasive breast tumors and ductal carcinoma in situ (DCIS) reveal differential vascular and interleukin signaling
Published in Proceedings of the National Academy of Sciences - PNAS (21-02-2012)“…We use an integrated approach to understand breast cancer heterogeneity by modeling mRNA, copy number alterations, microRNAs, and methylation in a pathway…”
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Identification of a signature of evolutionarily conserved stress-induced mutagenesis in cancer
Published in Frontiers in genetics (06-09-2022)“…The clustering of mutations observed in cancer cells is reminiscent of the stress-induced mutagenesis (SIM) response in bacteria. Bacteria deploy SIM when…”
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A20 and ABIN1 Suppression of a Keratinocyte Inflammatory Program with a Shared Single-Cell Expression Signature in Diverse Human Rashes
Published in Journal of investigative dermatology (01-06-2019)“…Genetic variation in the NF-κB inhibitors, ABIN1 and A20, increase risk for psoriasis. While critical for hematopoietic immune cell function, these genes are…”
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Learning subgroup-specific regulatory interactions and regulator independence with PARADIGM
Published in Bioinformatics (01-07-2013)“…High-dimensional '-omics' profiling provides a detailed molecular view of individual cancers; however, understanding the mechanisms by which tumors evade…”
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Abstract 4512: High-throughput identification of neoepitopes for the development of patient-specific cancer immunotherapies
Published in Cancer research (Chicago, Ill.) (15-07-2016)“…Abstract Introduction: Immunotherapies such as checkpoint inhibitors, CAR T cells, NK cells, and therapeutic vaccines are revolutionizing cancer medicine…”
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Single-cell analyses of transcriptional heterogeneity during drug tolerance transition in cancer cells by RNA sequencing
Published in Proceedings of the National Academy of Sciences - PNAS (04-11-2014)“…The acute cellular response to stress generates a subpopulation of reversibly stress-tolerant cells under conditions that are lethal to the majority of the…”
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Transcriptomic silencing as a potential mechanism of treatment resistance
Published in JCI insight (04-06-2020)“…Next-generation sequencing (NGS) has not revealed all the mechanisms underlying resistance to genomically matched drugs. Here, we performed in 1417 tumors…”
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UCSC cancer genomics browser: update 2011
Published in Nucleic acids research (01-01-2011)“…The UCSC Cancer Genomics Browser (https://genome-cancer.ucsc.edu) comprises a suite of web-based tools to integrate, visualize and analyze cancer genomics and…”
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The UCSC Interaction Browser: multidimensional data views in pathway context
Published in Nucleic acids research (01-07-2013)“…High-throughput data sets such as genome-wide protein-protein interactions, protein-DNA interactions and gene expression data have been published for several…”
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Identification and validation of expressed HLA-binding breast cancer neoepitopes for potential use in individualized cancer therapy
Published in Journal for immunotherapy of cancer (01-06-2021)“…BackgroundTherapeutic regimens designed to augment the immunological response of a patient with breast cancer (BC) to tumor tissue are critically informed by…”
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A factor graph nested effects model to identify networks from genetic perturbations
Published in PLoS computational biology (01-01-2009)“…Complex phenotypes such as the transformation of a normal population of cells into cancerous tissue result from a series of molecular triggers gone awry. We…”
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Integrative clustering reveals a novel split in the luminal A subtype of breast cancer with impact on outcome
Published in Breast cancer research : BCR (29-03-2017)“…Breast cancer is a heterogeneous disease at the clinical and molecular level. In this study we integrate classifications extracted from five different…”
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Deep Learning Implicitly Handles Tissue Specific Phenomena to Predict Tumor DNA Accessibility and Immune Activity
Published in iScience (25-10-2019)“…DNA accessibility is a key dynamic feature of chromatin regulation that can potentiate transcriptional events and tumor progression. To gain insight into…”
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