Maintaining genetic stability in sweet potato: epigenetic insights into propagation and drought tolerance. [PDF]
Dhungana A +6 more
europepmc +1 more source
AI‐Driven Cancer Multi‐Omics: A Review From the Data Pipeline Perspective
The exponential growth of cancer multi‐omics data brings opportunities and challenges for precision oncology. This review systematically examines AI's role in addressing these challenges, covering generative models, integration architectures, Explainable AI for clinical trust, clinical applications, and key directions for clinical translation.
Shilong Liu, Shunxiang Li, Kun Qian
wiley +1 more source
Genomic Signatures of Somatic Mutation and Selection Shape Distinct Clonal Lineages in <i>Bougainvillea × buttiana</i> 'Miss Manila' Bud Sport. [PDF]
Meng H +5 more
europepmc +1 more source
A hybrid Reinforcement Learning–Explainable AI framework integrates SHAP and LIME explanations directly into a Deep Q‐Network inference loop for real‐time ICU decision support. Trained on 18 142 mechanically ventilated stays from the eICU database, the system attains 93.0% decision accuracy, 20% fewer errors than RL alone, and a 91% clinician trust ...
Jannatul Ferdaus Disha +2 more
wiley +1 more source
Domestication and genome evolution in <i>Allium</i> crops: From hybrid origins to breeding perspectives. [PDF]
Harding EA +3 more
europepmc +1 more source
Abstract Premise Intraindividual variation in reiterated structures (e.g., leaves) represents an important dimension of phenotypic variation that contributes to functional diversity and the dynamics of ecological communities. It can be expressed differently across plant traits, but how environmental drivers affect intraindividual variation in different
Charlotte Møller +5 more
wiley +1 more source
Inheritable Epigenetic Memory Induced by Parental Salt Stress Influences Transgenerational Plasticity of <i>Phragmites australis</i>. [PDF]
Chen YH +6 more
europepmc +1 more source
Foliar salt spray exclusion and tissue tolerance underlie local adaptation to oceanic salt spray
Abstract Premise Surviving the effects of oceanic salt spray is critical for plants in coastal ecosystems, yet the mechanisms of coastal plant resilience to salt spray are not well understood. We investigated mechanisms of salt spray adaptation by comparing five latitudinal pairs of yellow monkeyflower accessions locally adapted to coastal and inland ...
Madison L. Plunkert +3 more
wiley +1 more source
Lung cancer cell lines diverge substantially from primary tumors at the transcriptional level. Using single‐sample gene set enrichment analysis and L1‐penalized feature selection across TCGA‐LUAD and CCLE‐LUAD, we identified five Hallmark pathways (E2F targets, G2M checkpoint, IFNγ response, coagulation, and EMT) that discriminated primary tumors from ...
Pritam Bera, Rajesh Raju, Debodipta Das
wiley +1 more source
Exploring intra-varietal variation for complex traits in grapevine (Vitis vinifera L.). [PDF]
Robinson H +8 more
europepmc +1 more source

