AIMC Topic: Autophagy-Related Proteins

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Autophagy crosstalk with the immune microenvironment in chronic myeloid leukemia and serves as a biomarker for diagnosis and progression.

Frontiers in immunology May 28, 2025
BACKGROUND: Previous studies have shown that autophagy is closely related to the occurrence, development, and treatment resistance of chronic myeloid leukemia (CML) and has dual roles in promoting cell survival and inducing cell death.
Humans Machine Learning Female Tumor Microenvironment Biomarkers, Tumor Male Middle Aged Disease Progression Autophagy Leukemia, Myelogenous, Chronic, BCR-ABL Positive Autophagy-Related Proteins
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Machine learning with autophagy-related proteins for discriminating renal cell carcinoma subtypes.

Scientific reports Jan 20, 2020
Machine learning techniques have been previously applied for classification of tumors based largely on morphological features of tumor cells recognized in H&E images. Here, we tested the possibility of using numeric data acquired from software-based ...
Humans Machine Learning RNA, Messenger Gene Expression Autophagy Kidney Neoplasms Microtubule-Associated Proteins Carcinoma, Renal Cell Intracellular Signaling Peptides and Proteins Autophagy-Related Proteins Autophagy-Related Protein 5 Autophagy-Related Protein-1 Homolog
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DeepPhagy: a deep learning framework for quantitatively measuring autophagy activity in .

Autophagy Jun 20, 2019
Seeing is believing. The direct observation of GFP-Atg8 vacuolar delivery under confocal microscopy is one of the most useful end-point measurements for monitoring yeast macroautophagy/autophagy. However, manually labelling individual cells from larg...
Reproducibility of Results Deep Learning Autophagy Lysosomes Saccharomyces cerevisiae Protein Transport Saccharomyces cerevisiae Proteins Receptors, Cell Surface Autophagy-Related Proteins Phagosomes
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