Comparing penalization methods for linear models on large observational health data. [PDF]
Fridgeirsson EA +4 more
europepmc +1 more source
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
Distributed Heterogeneity Learning for Generalized Partially Linear Models with Spatially Varying Coefficients. [PDF]
Yu S, Wang G, Wang L.
europepmc +1 more source
RIPK4 function interferes with melanoma cell adhesion and metastasis
RIPK4 promotes melanoma growth and spread. RIPK4 levels increase as skin lesions progress to melanoma. CRISPR/Cas9‐mediated deletion of RIPK4 causes melanoma cells to form less compact spheroids, reduces their migratory and invasive abilities and limits tumour growth and dissemination in mouse models.
Norbert Wronski +9 more
wiley +1 more source
Versatile Descent Algorithms for Group Regularization and Variable Selection in Generalized Linear Models. [PDF]
Helwig NE.
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
Debiased lasso after sample splitting for estimation and inference in high-dimensional generalized linear models. [PDF]
Vazquez O, Nan B.
europepmc +1 more source
Pre‐analytical handling critically determines liquid biopsy performance. This study defines practical best‐practice conditions for cell‐free DNA (cfDNA) and extracellular vesicle–derived DNA (evDNA), showing how processing time, storage conditions, tube type, and plasma input volume affect DNA integrity and mutation detection.
Jonas Dohmen +11 more
wiley +1 more source
Predicting oil accumulation by fruit image processing and linear models in traditional and super high-density olive cultivars. [PDF]
Montanaro G +6 more
europepmc +1 more source
Deeply-Learned Generalized Linear Models with Missing Data. [PDF]
Lim DK, Rashid NU, Oliva JB, Ibrahim JG.
europepmc +1 more source

