Radiomics-based Cluster Groups to Predict Clinical-Pathologic and Genomic Characteristics of Stage I Lung Adenocarcinoma

HomeRadiologyVol. 303, No. 3 PreviousNext Reviews and CommentaryEditorialRadiomics-based Cluster Groups to Predict Clinical-Pathologic and Genomic Characteristics of Stage I Lung AdenocarcinomaMizuki Nishino Mizuki Nishino Author AffiliationsFrom the Department of Radiology, Brigham and Women’s Hospital, Boston, Mass; and Department of Imaging, Dana-Farber Cancer Institute, 450 Brookline Ave, Boston, MA 02215.Address correspondence to the author (e-mail: [email protected]).Mizuki Nishino Published Online:Mar 1 2022https://doi.org/10.1148/radiol.213015MoreSectionsFull textPDF ToolsImage ViewerAdd to favoritesCiteTrack CitationsPermissionsReprints ShareShare onFacebookTwitterLinked In References1. Nishino M, Hatabu H, Johnson BE, McLoud TC. State of the art: Response assessment in lung cancer in the era of genomic medicine. Radiology 2014;271(1):6–27. Link, Google Scholar2. Park H, Sholl LM, Hatabu H, Awad MM, Nishino M. Imaging of Precision Therapy for Lung Cancer: Current State of the Art. Radiology 2019;293(1):15–29. Link, Google Scholar3. Wu YL, Tsuboi M, He J, et al. Osimertinib in Resected EGFR-Mutated Non-Small-Cell Lung Cancer. N Engl J Med 2020;383(18):1711–1723. Crossref, Medline, Google Scholar4. Felip E, Altorki N, Zhou C, et al. Adjuvant atezolizumab after adjuvant chemotherapy in resected stage IB-IIIA non-small-cell lung cancer (IMpower010): a randomised, multicentre, open-label, phase 3 trial. Lancet 2021;398(10308):1344–1357. Crossref, Medline, Google Scholar5. Perez-Johnston R, Araujo-Filho JA, Connolly JG, et al. CT-based radiogenomic analysis of clinical stage I lung adenocarcinoma with histopathologic features and oncologic outcomes. Radiology 2022;303(3):664–672. Abstract, Google Scholar6. Higgins KA, Chino JP, Ready N, et al. Lymphovascular invasion in non-small-cell lung cancer: implications for staging and adjuvant therapy. J Thorac Oncol 2012;7(7):1141–1147. Crossref, Medline, Google Scholar7. Kadota K, Nitadori JI, Sima CS, et al. Tumor Spread through Air Spaces is an Important Pattern of Invasion and Impacts the Frequency and Location of Recurrences after Limited Resection for Small Stage I Lung Adenocarcinomas. J Thorac Oncol 2015;10(5):806–814. Crossref, Medline, Google Scholar8. Paez JG, Jänne PA, Lee JC, et al. EGFR mutations in lung cancer: correlation with clinical response to gefitinib therapy. Science 2004;304(5676):1497–1500. Crossref, Medline, Google Scholar9. Siravegna G, Marsoni S, Siena S, Bardelli A. Integrating liquid biopsies into the management of cancer. Nat Rev Clin Oncol 2017;14(9):531–548. Crossref, Medline, Google ScholarArticle HistoryReceived: Nov 27 2021Revision requested: Dec 8 2021Revision received: Dec 8 2021Accepted: Dec 10 2021Published online: Mar 01 2022Published in print: June 2022 FiguresReferencesRelatedDetailsAccompanying This ArticleCT-based Radiogenomic Analysis of Clinical Stage I Lung Adenocarcinoma with Histopathologic Features and Oncologic OutcomesMar 1 2022RadiologyRecommended Articles CT-based Radiogenomic Analysis of Clinical Stage I Lung Adenocarcinoma with Histopathologic Features and Oncologic OutcomesRadiology2022Volume: 303Issue: 3pp. 664-672Radiomics for Survival Risk Stratification of Clinical and Pathologic Stage IA Pure-Solid Non–Small Cell Lung CancerRadiology2021Volume: 302Issue: 2pp. 425-434Lung Adenocarcinoma: Predictive Value of KRAS Mutation Status in Assessing Local Recurrence in Patients Undergoing Image-guided AblationRadiology2016Volume: 282Issue: 1pp. 251-258Radiomics to Predict Invasiveness of Part-Solid Adenocarcinoma of the LungRadiology2020Volume: 297Issue: 2pp. 459-461Over- and Underdiagnosis in Lung Cancer: Searching for a “Solid” DiagnosisRadiology2016Volume: 280Issue: 3pp. 655-658See More RSNA Education Exhibits Adenocarcinoma of the Lung: Spectrum of Disease with Radiological-Pathological Correlation, Diagnostic Management, and Prognostic ImplicationsDigital Posters2018Radiologic Review of Lung Adenocarcinoma Digital Posters2018Management of Solitary Pulmonary Nodules: Pushing the Limits Beyond the GuidelinesDigital Posters2019 RSNA Case Collection Small bowel melanoma metastasesRSNA Case Collection2020Primary pulmonary lymphomaRSNA Case Collection2021Krukenberg TumorsRSNA Case Collection2021 Vol. 303, No. 3 Metrics Altmetric Score PDF download