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
MCLRP: enhanced prediction of anticancer drug response through low-rank matrix completion and transcriptomic profiling. [PDF]
Wang K +7 more
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
A multi-dynamic low-rank deep image prior for three-dimensional real-time cardiovascular magnetic resonance imaging. [PDF]
Chen C +8 more
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
Integrated Multifractal Framework for Characterizing Full-Scale Pore Architecture and Reservoir-Controlling Mechanisms of Deep Low-Rank Coal in the Turpan-Hami Basin. [PDF]
Cao Z +6 more
europepmc +1 more source
Loss of the miR‐214/199a cluster is associated with recurrence in ovarian cancer. Engineered small extracellular vesicles (m214‐sEVs) elevate miR‐214‐3p/miR‐199a‐5p in tumor cells, suppress β‐catenin, TLR4, and YKT6 signaling, reprogram tumor‐derived sEV cargo, reduce chemoresistance and migration, and enhance carboplatin efficacy and survival in ...
Weida Wang +12 more
wiley +1 more source
Liver fat quantification at 0.55 T enabled by locally low-rank enforced deep learning reconstruction. [PDF]
Helo M +3 more
europepmc +1 more source
Interrogating the immune landscape of microsatellite stable RAS‐mutated colon cancer
COLOSSUS project RAS‐mutated MSS colon cancer study explored transcriptomics and immune cell density by immunohistochemistry (IHC), Immunoscore (IS), ISIC/TuLIS scores, mutation counts, and detected different prevalences but similar microenvironment composition across immune markers with clinical relevance for future immunotherapy combination ...
Rodrigo Dienstmann +61 more
wiley +1 more source
FM-LoRA: Factorized Low-Rank Meta-Prompting for Continual Learning. [PDF]
Yu X, Yang J, Wu X, Qiu P, Liu X.
europepmc +1 more source

