Graph Neural Networks with Multiple Feature Extraction Paths for Chemical Property Estimation.

Feature extraction is essential for chemical property estimation of molecules using machine learning. Recently, graph neural networks have attracted attention for feature extraction from molecules. However, existing methods focus only on specific structural information, such as node relationship.

Tspan15 plays a crucial role in metastasis in oral squamous cell carcinoma.

Tetraspanin 15 (Tspan15) is a member of the tetraspanin family, which is associated with various biological events and several diseases, however, its role in human oral squamous cell carcinoma (OSCC) remains unknown. The current study aimed to clarify the role of Tspan15 in OSCC. The mRNA and protein expression levels of Tspan15 were up-regulated in OSCC cases and OSCC-derived cell lines.

Activin B Regulates Adhesion, Invasiveness, and Migratory Activities in Oral Cancer: a Potential Biomarker for Metastasis.

Activin B, a homodimer of inhibin beta b (INHBB), is a multifunctional cytokine belonging to the transforming growth factor-β (TGF-β) family. However, the molecular functions and clinical relevance of activin B have not been determined in oral cancer. We investigated the critical roles of activin B in oral squamous cell carcinoma (OSCC).

Evidence for Critical Role of Lymphocyte Cytosolic Protein 1 in Oral Cancer.

Lymphocyte cytosolic protein 1 (LCP1), a member of actin-binding protein of the plastin family, has been identified in several malignant tumors of non-hematopoietic sites, such as the colon, prostate, and breast. However, little is known about the roles of LCP1 in oral squamous cell carcinomas (OSCCs). This present study sought to clarify the clinical relevance of LCP1 in OSCCs and investigate possible clinical applications for treating OSCCs by regulating LCP1 expression.

Novel mechanism of aberrant ZIP4 expression with zinc supplementation in oral tumorigenesis.

Zrt-Irt-like protein 4 (ZIP4) is critical molecule for proper mammalian development and releasing zinc from vesicular compartments. Recent studies suggested that ZIP4 plays an important role of tumor progression in pancreatic, prostate, and hepatocellular cancers, however, little is known about the detail mechanism of ZIP4 in their cancers. In the present study, we examined the possibility of ZIP4 as a new molecular target for oral squamous cell carcinoma (OSCC).

Dynamic analysis of fluid distribution in the gastrointestinal tract in rats: positron emission tomography imaging after oral administration of nonabsorbable marker, [(18)F]Deoxyfluoropoly(ethylene glycol).

To develop potent drugs for oral use, information on their pharmacokinetic (PK) properties after oral administration is of great importance. We have recently reported the utility of positron emission tomography (PET) for the analysis of gastrointestinal (GI) absorption of radiolabeled compounds. In this study, PET image analysis was performed in rats using a novel PET probe, [(18)F]deoxyfluoropoly(ethylene glycol)s, with an average molecular weight of 2 kDa ([(18)F]FPEG), as a nonabsorbable marker to elaborate the GI physiology in more detail, such as segmental transition of the administered water, and fluid volume and distribution in the intestine.

Synthesis of long-chain [¹⁸F]Deoxyfluoropoly(ethylene glycol) methyl ethers and their noninvasive pharmacokinetic analysis by positron emission tomography.

[¹⁸F]DeoxyfluoroPEG methyl ethers with an average molecular weight of 2 kDa ([¹⁸F]1a) and 10 kDa ([¹⁸F]1b) were synthesized by the fluorination of the tosylates 3a,b with [¹⁸F]nBu₄NF at 80°C for 20 min followed by flash filtration through a Sep-Pak Plus Alumina-N cartridge. After the intravenous administration of [¹⁸F]1a and [¹⁸F]1b to rats, their pharmacokinetics was analyzed by noninvasive, real-time, whole-living-body monitoring using positron imaging technology. The effect of PEG's molecular weight on their blood circulation and organ clearance were quantitatively visualized for the first time.