The "ggplot" package was used for graph drawing, and the "survival" package was used for single-factor and multi-factor Cox proportional regression model screening and to establish the multiple gene prognosis model. The "survival ROC" package was used to calculate the ROC curve to evaluate the...
epithelial cells possess a low steady-state turnover but can respond to lung injury with proliferation and differentiation to replace damaged cells2. Understanding the process of lung regeneration at the cellular and molecular level, including the identification of progenitor cells, is a prerequisite...
. The 29 cell clusters were assigned to 10 main cell clusters, which were annotated as myeloid cell (Mye), fibroblast (FB), smooth muscle cell (SMC), epithelial cell (Epi), T cell (T), B cell (B), endothelial cell (EC), differentiating fibroblast (DiFB), neural cell (NC), and e...
To analyse myeloid cell trajectory in tumour dataset, we recomputed a neighbourhood graph from the same 15-dimensional harmonised PCA space as above, but only within myeloid cell populations. We next applied PAGA38 within the Scanpy65 package to the neighbourhood graph. In parallel, we computed ...
Graph Neural Network for representation learning of lung cancer The emergence of image-based systems to improve diagnostic pathology precision, involving the intent to label sets or bags of instances, greatly hinges on ... R Aftab,Y Qiang,J Zhao,... - 《Bmc Cancer》 被引量: 0发表: 2023年...
B Yu,RC Tiwari - 《Canadian Journal of Statistics》 被引量: 7发表: 2012年 The application of Weibull parameter model to survival analysis of glioma Objective To investigate the factors affecting the survival and to predict the survival time of glioma. Methods Graph method was applied to fit th...
SCC, Squamous cell cancer; BAC, bronchioloalveolar cancer. ∗ Anatomic location of the tumor. The coding is derived from the ICD-O-3 topographical classification.10References 1 US Cancer Statistics Leading cancer cases and deaths, male and female Available at: https://nccd.cdc.gov/uscs/...
Specific subject area Prognostic Biomarkers in Non Small Cell Lung Cancer Type of data TableImageGraphFig.Raw data How data were acquired Data were retrospectively collected.Radiology.- Digital Imaging and Communications in Medicine (DICOM) datasets retrieved from PACS;- CT scanners: 6-slice and seco...
Rolapitant promotes apoptosis of lung cancer cells by up-regulating DR5. A Flow cytometric analysis of Annexin V-FITC/PI staining in A549, H1299 and BEAS-2B cells treated with DMSO or Rolapitant (10, 15, 20, or 25 μM) for 48 h. Bar graph showed the percentage of apoptosis. B,...
Understanding the molecular and cellular processes involved in lung epithelial regeneration may fuel the development of therapeutic approaches for lung diseases. We combine mouse models allowing diphtheria toxin-mediated damage of specific epithelial cel