Targeted modulation of IGFL2‐AS1 reveals its translational potential in cervical adenocarcinoma
Cervical adenocarcinoma patients face worse outcomes than squamous cell carcinoma counterparts despite similar treatment. The identification of IGFL2‐AS1's differential expression provides a molecular basis for distinguishing these histotypes, paving the way for personalized therapies and improved survival in vulnerable populations globally.
Ricardo Cesar Cintra +6 more
wiley +1 more source
Dataset for reservoir impoundment operation coupling parallel dynamic programming with importance sampling and successive approximation. [PDF]
He S +6 more
europepmc +1 more source
BLISS: Bandit Layer Importance Sampling Strategy for Efficient Training of Graph Neural Networks [PDF]
Omar Alsaqa +2 more
openalex
Hamiltonian Q-Learning: Leveraging Importance-sampling for Data Efficient RL [PDF]
Udari Madhushani +3 more
openalex
Tumors contain diverse cellular states whose behavior is shaped by context‐dependent gene coordination. By comparing gene–gene relationships across biological contexts, we identify adaptive transcriptional modules that reorganize into distinct vulnerability axes.
Brian Nelson +9 more
wiley +1 more source
Tumor phylogeny inference using tree-constrained importance sampling. [PDF]
Satas G, Raphael BJ.
europepmc +1 more source
COMP–PMEPA1 axis promotes epithelial‐to‐mesenchymal transition in breast cancer cells
This study reveals that cartilage oligomeric matrix protein (COMP) promotes epithelial‐to‐mesenchymal transition (EMT) in breast cancer. We identify PMEPA1 (protein TMEPAI) as a novel COMP‐binding partner that mediates EMT via binding to the TSP domains of COMP, establishing the COMP–PMEPA1 axis as a key EMT driver in breast cancer.
Konstantinos S. Papadakos +6 more
wiley +1 more source
Locally epistatic models for genome-wide prediction and association by importance sampling. [PDF]
Akdemir D +2 more
europepmc +1 more source
Importance sampling in path space for diffusion processes with slow-fast variables [PDF]
Carsten Hartmann +3 more
openalex +1 more source

