Cancer-Critical Genes II: Tumor Suppressor Genes
Cancer-Critical Genes II: Tumor Suppressor Genes
Cancer
Adaptive Mechanisms in Cancer Cells
Adaptive Mechanisms in Cancer Cells
Loss of Tumor Suppressor Gene Functions
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Updated: Jun 13, 2026

Generating the Transcriptional Regulation View of Transcriptomic Features for Prediction Task and Dark Biomarker Detection on Small Datasets
Published on: March 1, 2024
Octavio Martínez1, M Humberto Reyes-Valdés, Luis Herrera-Estrella
1Laboratorio Nacional de Genómica para la Biodiversidad, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional, Irapuato, Guanajuato, México. omartine@ira.cinvestav.mx
Cancer significantly reduces transcriptome specialization, making tumor cells functionally similar to dedifferentiated embryonic stem cells. This loss of gene expression specificity impacts normal tissue functions and cancer progression.
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