Cross‐Modal Denoising and Integration of Spatial Multi‐Omics Data with CANDIES
In this paper, we introduce CANDIES, which leverages a conditional diffusion model and contrastive learning to effectively denoise and integrate spatial multi‐omics data. We conduct extensive evaluations on diverse synthetic and real datasets, CANDIES shows superior performance on various downstream tasks, including denoising, spatial domain ...
Ye Liu +5 more
wiley +1 more source
Multi-omics analysis reveals the regulatory mechanism of shading on quality-related metabolites in <i>Camellia sinensis</i> cv. Lifeng. [PDF]
Niu X +6 more
europepmc +1 more source
ARHGEF3 is broadly downregulated across human cancers and correlates with patient prognosis. Tumor‐intrinsic ARHGEF3 activates the RHOA–ROCK–PTEN cascade to inhibit AKT signaling, thereby promoting chemokine‐driven T‐cell infiltration and relieving lipid‐mediated myeloid immunosuppression.
Yue Li +8 more
wiley +1 more source
Oropouche virus: molecular virological characteristics and research progress of a neglected arbovirus. [PDF]
Lin S, Wang Q, Wang C, Liu Q.
europepmc +1 more source
INB3P is a multimodal framework for blood–brain barrier‐penetrating peptide prediction under extreme data scarcity and class imbalance. By combining physicochemical‐guided augmentation, sequence–structure co‐attention, and imbalance‐aware optimization, it improves predictive performance and interpretability.
Jingwei Lv +11 more
wiley +1 more source
Genome-wide identification and expression profiling of the SBP/miR156 module in response to pathogen stress in sisal (<i>Agave sisalana</i>). [PDF]
Lu Z +5 more
europepmc +1 more source
ABSTRACT Acute liver injury (ALI), driven by diverse insults such as drug toxicity and ischemia‐reperfusion, poses a high mortality risk and lacks targeted therapies. While reactive oxygen species (ROS), neutrophil extracellular traps (NETs), and a coordinated cell death pathway PANoptosis have been implicated, their interplay as a unified pathogenic ...
Xiaopeng Cai +13 more
wiley +1 more source
Maturity detection and counting of blueberries in real orchards using a 1novel STF-YOLO model integrated with ByteTrack algorithm. [PDF]
Wu N +7 more
europepmc +1 more source
Sustainable Materials Design With Multi‐Modal Artificial Intelligence
Critical mineral scarcity, high embodied carbon, and persistent pollution from materials processing intensify the need for sustainable materials design. This review frames the problem as multi‐objective optimization under heterogeneous, high‐dimensional evidence and highlights multi‐modal AI as an enabling pathway.
Tianyi Xu +8 more
wiley +1 more source
Genetic characterization of cucumber genetic resources in the NARO Genebank indicates their multiple dispersal trajectories to the East. [PDF]
Shigita G +12 more
europepmc +1 more source

