Artificial Intelligence for Histology-Based Detection of Microsatellite Instability and Prediction of Response to Immunotherapy in Colorectal Cancer
出版年份 2021 全文链接
标题
Artificial Intelligence for Histology-Based Detection of Microsatellite Instability and Prediction of Response to Immunotherapy in Colorectal Cancer
作者
关键词
-
出版物
Cancers
Volume 13, Issue 3, Pages 391
出版商
MDPI AG
发表日期
2021-01-21
DOI
10.3390/cancers13030391
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- Colorectal cancer statistics, 2020
- (2020) Rebecca L. Siegel et al. CA-A CANCER JOURNAL FOR CLINICIANS
- Artificial intelligence as the next step towards precision pathology
- (2020) B. Acs et al. JOURNAL OF INTERNAL MEDICINE
- Molecular Pathology of Lynch Syndrome
- (2020) G Cerretelli et al. JOURNAL OF PATHOLOGY
- Deep learning for prediction of colorectal cancer outcome: a discovery and validation study
- (2020) Ole-Johan Skrede et al. LANCET
- ImmuCellAI: A Unique Method for Comprehensive T‐Cell Subsets Abundance Prediction and its Application in Cancer Immunotherapy
- (2020) Ya‐Ru Miao et al. Advanced Science
- Relationships Between Immune Landscapes, Genetic Subtypes and Responses to Immunotherapy in Colorectal Cancer
- (2020) Emilie Picard et al. Frontiers in Immunology
- Neoadjuvant immunotherapy leads to pathological responses in MMR-proficient and MMR-deficient early-stage colon cancers
- (2020) Myriam Chalabi et al. NATURE MEDICINE
- Integrated analysis of single-cell RNA-seq and bulk RNA-seq unravels tumour heterogeneity plus M2-like tumour-associated macrophage infiltration and aggressiveness in TNBC
- (2020) Xuanwen Bao et al. CANCER IMMUNOLOGY IMMUNOTHERAPY
- Clinical-grade Detection of Microsatellite Instability in Colorectal Tumors by Deep Learning
- (2020) Amelie Echle et al. GASTROENTEROLOGY
- Image-based consensus molecular subtype (imCMS) classification of colorectal cancer using deep learning
- (2020) Korsuk Sirinukunwattana et al. GUT
- A deep learning model to predict RNA-Seq expression of tumours from whole slide images
- (2020) Benoît Schmauch et al. Nature Communications
- Tumor mutational load predicts survival after immunotherapy across multiple cancer types
- (2019) Robert M. Samstein et al. NATURE GENETICS
- Persistent mutant oncogene specific T cells in two patients benefitting from anti-PD-1
- (2019) Kellie N. Smith et al. Journal for ImmunoTherapy of Cancer
- Predicting survival from colorectal cancer histology slides using deep learning: A retrospective multicenter study
- (2019) Jakob Nikolas Kather et al. PLOS MEDICINE
- Evaluating reproducibility of AI algorithms in digital pathology with DAPPER
- (2019) Andrea Bizzego et al. PLoS Computational Biology
- Phase Ib study of atezolizumab combined with cobimetinib in patients with solid tumors
- (2019) M D Hellmann et al. ANNALS OF ONCOLOGY
- Predicting Response to Cancer Immunotherapy using Non-invasive Radiomic Biomarkers
- (2019) S Trebeschi et al. ANNALS OF ONCOLOGY
- Machine learning-based predictors for immune checkpoint inhibitor therapy of non-small-cell lung cancer
- (2019) M Wiesweg et al. ANNALS OF ONCOLOGY
- Computed Tomography-Based Radiomic Features Could Potentially Predict Microsatellite Instability Status in Stage II Colorectal Cancer: A Preliminary Study
- (2019) Shuxuan Fan et al. ACADEMIC RADIOLOGY
- Tumor mutational burden is predictive of response to immune checkpoint inhibitors in MSI-high metastatic colorectal cancer
- (2019) A B Schrock et al. ANNALS OF ONCOLOGY
- INTRATUMORAL ADAPTIVE IMMUNOSUPPRESSION AND TYPE 17 IMMUNITY IN MISMATCH REPAIR PROFICIENT COLORECTAL TUMORS
- (2019) Nicolas J Llosa et al. CLINICAL CANCER RESEARCH
- Using machine learning algorithms to predict response and toxicity to immune checkpoint inhibitors (ICIs) in melanoma patients.
- (2019) Paul Johannet et al. JOURNAL OF CLINICAL ONCOLOGY
- Genomic and transcriptomic profiling expands precision cancer medicine: the WINTHER trial
- (2019) Jordi Rodon et al. NATURE MEDICINE
- Genetic diversity of tumors with mismatch repair deficiency influences anti–PD-1 immunotherapy response
- (2019) Rajarsi Mandal et al. SCIENCE
- Analysis of the transcriptomic features of microsatellite instability subtype colon cancer
- (2019) Haiwei Wang et al. BMC CANCER
- Deep learning can predict microsatellite instability directly from histology in gastrointestinal cancer
- (2019) Jakob Nikolas Kather et al. NATURE MEDICINE
- Radiomics-based prediction of microsatellite instability in colorectal cancer at initial computed tomography evaluation
- (2019) Jennifer S. Golia Pernicka et al. Abdominal Radiology
- Immune Activation in Mismatch Repair Deficient Carcinogenesis: More Than Just Mutational Rate
- (2019) Jason A. Willis et al. CLINICAL CANCER RESEARCH
- Combination of TMB and CNA stratifies prognostic and predictive responses to immunotherapy across metastatic cancer
- (2019) Li Liu et al. CLINICAL CANCER RESEARCH
- Artificial intelligence in digital pathology — new tools for diagnosis and precision oncology
- (2019) Kaustav Bera et al. Nature Reviews Clinical Oncology
- The Crohn's-Like Lymphoid Reaction to Colorectal Cancer-Tertiary Lymphoid Structures With Immunologic and Potentially Therapeutic Relevance in Colorectal Cancer
- (2019) Asaf Maoz et al. Frontiers in Immunology
- Phase II Open-Label Study of Pembrolizumab in Treatment-Refractory, Microsatellite Instability–High/Mismatch Repair–Deficient Metastatic Colorectal Cancer: KEYNOTE-164
- (2019) Dung T. Le et al. JOURNAL OF CLINICAL ONCOLOGY
- Immune-related adverse events and anti-tumor efficacy of immune checkpoint inhibitors
- (2019) Satya Das et al. Journal for ImmunoTherapy of Cancer
- Radiomics Analysis of Iodine-Based Material Decomposition Images With Dual-Energy Computed Tomography Imaging for Preoperatively Predicting Microsatellite Instability Status in Colorectal Cancer
- (2019) Jingjun Wu et al. Frontiers in Oncology
- Immunotherapy with immune checkpoint inhibitors in colorectal cancer: what is the future beyond deficient mismatch-repair tumours?
- (2019) Nicolas Huyghe et al. Gastroenterology Report
- Recent progress in Lynch syndrome and other familial colorectal cancer syndromes
- (2018) Patrick M. Boland et al. CA-A CANCER JOURNAL FOR CLINICIANS
- International validation of the consensus Immunoscore for the classification of colon cancer: a prognostic and accuracy study
- (2018) Franck Pagès et al. LANCET
- Immune-Related Adverse Events Associated with Immune Checkpoint Blockade
- (2018) Michael A. Postow et al. NEW ENGLAND JOURNAL OF MEDICINE
- Predicting cancer outcomes from histology and genomics using convolutional networks
- (2018) Pooya Mobadersany et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Deep learning based tissue analysis predicts outcome in colorectal cancer
- (2018) Dmitrii Bychkov et al. Scientific Reports
- Spatial Organization and Molecular Correlation of Tumor-Infiltrating Lymphocytes Using Deep Learning on Pathology Images
- (2018) Joel Saltz et al. Cell Reports
- Mismatch Repair Deficiency Testing in Patients With Colorectal Cancer and Nonadherence to Testing Guidelines in Young Adults
- (2018) Talha Shaikh et al. JAMA Oncology
- Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries
- (2018) Freddie Bray et al. CA-A CANCER JOURNAL FOR CLINICIANS
- Computer-extracted features relating to spatial arrangement of tumor infiltrating lymphocytes to predict response to nivolumab in non-small cell lung cancer (NSCLC).
- (2018) Cristian Barrera et al. JOURNAL OF CLINICAL ONCOLOGY
- A radiomics approach to assess tumour-infiltrating CD8 cells and response to anti-PD-1 or anti-PD-L1 immunotherapy: an imaging biomarker, retrospective multicohort study
- (2018) Roger Sun et al. LANCET ONCOLOGY
- Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning
- (2018) Nicolas Coudray et al. NATURE MEDICINE
- Global trends in colorectal cancer mortality: projections to the year 2035
- (2018) Marzieh Araghi et al. INTERNATIONAL JOURNAL OF CANCER
- Back to the future: routine morphological assessment of the tumour microenvironment is prognostic in stage II/III colon cancer in a large population-based study
- (2017) Seán O Hynes et al. HISTOPATHOLOGY
- Molecular Biomarkers for the Evaluation of Colorectal Cancer
- (2017) Antonia R. Sepulveda et al. JOURNAL OF MOLECULAR DIAGNOSTICS
- Personalizing Survival Predictions in Advanced Colorectal Cancer: The ARCAD Nomogram Project
- (2017) Katrin M Sjoquist et al. JNCI-Journal of the National Cancer Institute
- Response to PD-1 Blockade in Microsatellite Stable Metastatic Colorectal Cancer Harboring aPOLEMutation
- (2017) Jun Gong et al. Journal of the National Comprehensive Cancer Network
- Nivolumab in patients with metastatic DNA mismatch repair-deficient or microsatellite instability-high colorectal cancer (CheckMate 142): an open-label, multicentre, phase 2 study
- (2017) Michael J Overman et al. LANCET ONCOLOGY
- Personalizing Survival Predictions in Advanced Colorectal Cancer: The ARCAD Nomogram Project
- (2017) Katrin M Sjoquist et al. JNCI-Journal of the National Cancer Institute
- Predictive model for high-frequency microsatellite instability in colorectal cancer patients over 50 years of age
- (2017) Kenji Fujiyoshi et al. Cancer Medicine
- Immune and Stromal Classification of Colorectal Cancer Is Associated with Molecular Subtypes and Relevant for Precision Immunotherapy
- (2016) Etienne Becht et al. CLINICAL CANCER RESEARCH
- Integrative Analyses of Colorectal Cancer Show Immunoscore Is a Stronger Predictor of Patient Survival Than Microsatellite Instability
- (2016) Bernhard Mlecnik et al. IMMUNITY
- Tumor-Infiltrating Lymphocytes, Crohn’s-Like Lymphoid Reaction, and Survival From Colorectal Cancer
- (2016) Laura S. Rozek et al. JNCI-Journal of the National Cancer Institute
- Genomic Correlates of Immune-Cell Infiltrates in Colorectal Carcinoma
- (2016) Marios Giannakis et al. Cell Reports
- Tumor-Infiltrating Lymphocytes, Crohn’s-Like Lymphoid Reaction, and Survival From Colorectal Cancer
- (2016) Laura S. Rozek et al. JNCI-Journal of the National Cancer Institute
- Intraoperative frozen section analysis of the proximal bile ducts in hilar cholangiocarcinoma is of limited value
- (2016) Hendrik T.J. Mantel et al. Cancer Medicine
- Systematic review of the predictive effect of MSI status in colorectal cancer patients undergoing 5FU-based chemotherapy
- (2015) Elizabeth M Webber et al. BMC CANCER
- Combination of microsatellite instability and BRAF mutation status for subtyping colorectal cancer
- (2015) T T Seppälä et al. BRITISH JOURNAL OF CANCER
- Using frozen section to identify histological patterns in stage I lung adenocarcinoma of ≤3 cm: accuracy and interobserver agreement
- (2015) Yi-Chen Yeh et al. HISTOPATHOLOGY
- Deep learning
- (2015) Yann LeCun et al. NATURE
- The consensus molecular subtypes of colorectal cancer
- (2015) Justin Guinney et al. NATURE MEDICINE
- PD-1 Blockade in Tumors with Mismatch-Repair Deficiency
- (2015) Dung T. Le et al. NEW ENGLAND JOURNAL OF MEDICINE
- Immunogenicity of somatic mutations in human gastrointestinal cancers
- (2015) E. Tran et al. SCIENCE
- Programmed Cell Death 1 (PD-1) and Its Ligand (PD-L1) in Common Cancers and Their Correlation with Molecular Cancer Type
- (2014) Z. Gatalica et al. CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION
- Microsatellite Instability Detection by Next Generation Sequencing
- (2014) S. J. Salipante et al. CLINICAL CHEMISTRY
- Germline and somatic polymerase ϵ and δ mutations define a new class of hypermutated colorectal and endometrial cancers
- (2013) Sarah Briggs et al. JOURNAL OF PATHOLOGY
- Can a gastrointestinal pathologist identify microsatellite instability in colorectal cancer with reproducibility and a high degree of specificity?
- (2012) Eli Brazowski et al. Familial Cancer
- Validation Microsatellite Path Score in a Population-Based Cohort of Patients With Colorectal Cancer
- (2011) Xavier Bessa et al. JOURNAL OF CLINICAL ONCOLOGY
- Nonsense Mediated Decay Resistant Mutations Are a Source of Expressed Mutant Proteins in Colon Cancer Cell Lines with Microsatellite Instability
- (2011) David S. Williams et al. PLoS One
- A Histology-Based Model for Predicting Microsatellite Instability in Colorectal Cancers
- (2010) Angela Hyde et al. AMERICAN JOURNAL OF SURGICAL PATHOLOGY
- Defective Mismatch Repair As a Predictive Marker for Lack of Efficacy of Fluorouracil-Based Adjuvant Therapy in Colon Cancer
- (2010) Daniel J. Sargent et al. JOURNAL OF CLINICAL ONCOLOGY
- Microsatellite instability in colorectal cancer—the stable evidence
- (2010) Eduardo Vilar et al. Nature Reviews Clinical Oncology
- Microsatellite instability of the colorectal carcinoma can be predicted in the conventional pathologic examination. A prospective multicentric study and the statistical analysis of 615 cases consolidate our previously proposed logistic regression model
- (2010) Ruth Román et al. VIRCHOWS ARCHIV
- Equivalence of Protein Inventories Obtained from Formalin-fixed Paraffin-embedded and Frozen Tissue in Multidimensional Liquid Chromatography-Tandem Mass Spectrometry Shotgun Proteomic Analysis
- (2009) Robert W. Sprung et al. MOLECULAR & CELLULAR PROTEOMICS
- Pathologic Predictors of Microsatellite Instability in Colorectal Cancer
- (2008) Joel K. Greenson et al. AMERICAN JOURNAL OF SURGICAL PATHOLOGY
- Molecular, Pathologic, and Clinical Features of Early-Onset Endometrial Cancer: Identifying Presumptive Lynch Syndrome Patients
- (2008) M. D. Walsh et al. CLINICAL CANCER RESEARCH
- A procedure for tissue freezing and processing applicable to both intra-operative frozen section diagnosis and tissue banking in surgical pathology
- (2008) Susanne Steu et al. VIRCHOWS ARCHIV
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