P2.07-01 Deep-Learning Based Prediction of c-MET Status from Digitized H&E-Stained Non-Small Cell Lung Cancer Tissue Samples
نویسندگان
چکیده
Genetic profiling of non-small cell lung cancer (NSCLC) tissue has identified alterations in a number genes, including c-MET. Dysregulation c-MET, receptor tyrosine kinase mesenchymal epithelial transition factor, is associated with worse prognosis. Therapeutics targeting c-MET such as the antibody drug conjugate (ADC) Telisotuzimab vedotin (Teliso-V) may be benefit. Currently, immunohistochemical staining used to determine whether protein overexpressed. Here we report development machine learning (ML)-powered method that identifies features tumor microenvironment (TME) predictors overexpression status (positive vs.
منابع مشابه
MEK inhibitors against MET-amplified non-small cell lung cancer
Several receptor tyrosine kinases (RTKs) including EGFR, ALK, and MET have been identified as therapeutic targets in non-small cell lung cancer (NSCLC). Among the downstream pathways of RTKs, the MAPK pathway is particularly important for cancer cell proliferation, differentiation, and survival. In this study, the effects of MEK inhibitors (trametinib and PD0325901) in several NSCLC cell lines ...
متن کاملMET Exon 14 Skipping in Non-Small Cell Lung Cancer.
BACKGROUND Non-small cell lung cancers (NSCLCs) harboring specific genetic alterations can be highly sensitive to targeted therapies. MATERIALS AND METHODS We performed a targeted rearrangement assay on 54 NSCLCs across all stages that were from patients who were never smokers and did not have driver mutations. Because MET exon 14 skipping was the most frequent alteration found, we surveyed t...
متن کاملCorrelation among genetic variations of c-MET in Chinese patients with non-small cell lung cancer
Background The purpose of our research was to determine the correlation of amplification, protein expression and somatic mutation of c-MET in IIIb-IV stage NSCLC (Non-small cell lung cancer). We also explored correlation of c-MET variation with clinical outcome. Results c-MET expression was observed in 28.6% (56/196) cases, and among those 13.8% (27/196) were shown to be FISH positive. Only 2...
متن کاملMET and Small-Cell Lung Cancer
Small-cell lung cancer (SCLC) is one of the most aggressive lung tumors. The majority of patients with SCLC are diagnosed at an advanced stage. This tumor type is highly sensitive to chemo-radiation treatment, with very high response rates, but invariably relapses. At this time, treatment options are still limited and the prognosis of these patients is poor. A better knowledge of the molecular ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Journal of Thoracic Oncology
سال: 2022
ISSN: ['1556-0864', '1556-1380']
DOI: https://doi.org/10.1016/j.jtho.2022.07.227