Learning Multi-view Molecular Representations with Structured and Unstructured Knowledge [PDF]
arXivCapturing molecular knowledge with representation learning approaches holds significant potential in vast scientific fields such as chemistry and life science. An effective and generalizable molecular representation is expected to capture the consensus and complementary molecular expertise from diverse views and perspectives.
arxiv
Molecular Microwave Oscillator and New Hyperfine Structure in the Microwave Spectrum of N
, 1954 J. P. Gordon, H. J. Zeiger, C. H. Townes
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Crosstalk between gut microbiota and tumor: tumors could cause gut dysbiosis and metabolic imbalance
Molecular Oncology, EarlyView.In this research, we analyzed the relationship between gut microbiota and tumor. We discovered that both subcutaneous and metastatic tumors would alter the composition and metabolic function of gut microbiota. Meanwhile, fecal microbiota transplantation also indicated the anti‐tumor role of the gut microbiota, revealing the crosstalk between tumor and ...
Siyuan Zhang +8 more
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Repair of naturally occurring mismatches can induce mutations in flanking DNA
eLife, 2014 ‘Normal’ genomic DNA contains hundreds of mismatches that are generated daily by the spontaneous deamination of C (U/G) and methyl-C (T/G). Thus, a mutagenic effect of their repair could constitute a serious genetic burden.
Jia Chen +2 more
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IX.—Researches on the relation of the molecular structure of carbon compounds to their absorption-spectra [PDF]
, 1882 Walter Noel Hartley
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Molecular Oncology, EarlyView.VASP was found to be overexpressed in metastatic oral squamous cell carcinoma (OSCC) tissues. Notably, PTTG1‐ and VASP‐deficient OSCC cells demonstrated suppressed metastatic properties by disrupting the interaction between the cytoskeleton and focal adhesion (FAs) in the filopodia region.
Suyeon Park +6 more
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Can Molecular Evolution Mechanism Enhance Molecular Representation? [PDF]
arXivMolecular evolution is the process of simulating the natural evolution of molecules in chemical space to explore potential molecular structures and properties. The relationships between similar molecules are often described through transformations such as adding, deleting, and modifying atoms and chemical bonds, reflecting specific evolutionary paths ...
arxiv
Contrastive Dual-Interaction Graph Neural Network for Molecular Property Prediction [PDF]
Molecular property prediction is a key component of AI-driven drug discovery and molecular characterization learning. Despite recent advances, existing methods still face challenges such as limited ability to generalize, and inadequate representation of learning from unlabeled data, especially for tasks specific to molecular structures.
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Molecular Rotations of Glucides in Relation to their Structures. I. The Absolute Configuration of γ-Lactones [PDF]
, 1957 Shukichi Yamana
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Molecular Oncology, EarlyView.Tumor microenvironment drives cancer formation and progression. We analyzed the role of human cancer‐associated adipocytes from patients with renal cell carcinoma (RCC) stratified as lean, overweight, or obese. RNA‐seq demonstrated that, among the most altered genes involved in the tumor–stroma crosstalk, are ADAM12 and CYP1B1, which were proven to be ...
Sepehr Torabinejad +13 more
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