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20(S)-Ginsenoside Rh2 has significant anti-tumor effects in various types of cancers, including human hepatocellular carcinoma (HCC). However, its molecular targets and mechanisms of action remain largely unknown. Here, we aim to elucidate the potential mechanisms by which Rh2 suppresses HCC growth. We first demonstrate the role of Rh2 in inhibiting angiogenesis. We observe that Rh2 effectively suppresses cell proliferation and induces apoptosis in HUVECs. Furthermore, Rh2 significantly inhibits HepG2-stimulated HUVEC proliferation, migration and tube formation, accompanied by the downregulation of VEGF and MMP-2 expressions. We also reveal that Rh2 inhibits HCC growth through the downregulation of glypican-3-mediated activation of the Wnt/β-catenin pathway. We observe a dose-dependent inhibition of proliferation and induction of apoptosis in HepG2 cells upon Rh2 treatment, which is mediated by the inhibition of glypican-3/Wnt/β-catenin signaling. Moreover, downregulation of glypican-3 expression enhances the effects of Rh2 on the glypican-3/Wnt/β-catenin signaling pathway, resulting in greater suppression of tumor growth in HepG2 cells. Collectively, our findings shed light on the molecular mechanisms through which Rh2 modulates HCC growth, which involve the regulation of angiogenesis and the glypican-3/Wnt/β-catenin pathway. These insights may pave the way for the development of novel therapeutic strategies targeting these pathways for the treatment of HCC.

Plant architecture and organ size are considered as important traits in crop breeding and germplasm improvement. Although several factors affecting plant architecture and organ size have been identified in rice, the genetic and regulatory mechanisms remain to be elucidated. Here, we identified and characterized the small plant and organ 1 (spo1) mutant in rice (Oryza sativa), which exhibits narrow and rolled leaf, reductions in plant height, root length, and grain width, and other morphological defects. Map-based cloning revealed that SPO1 is allelic with OsCSLD4, a gene encoding the cellulose synthase-like protein D4, and is highly expressed in the roots at the seedling and tillering stages. Microscopic observation revealed the spo1 mutant had reduced number and width in leaf veins, smaller size of leaf bulliform cells, reduced cell length and cell area in the culm, and decreased width of epidermal cells in the outer glume of the grain. These results indicate the role of SPO1 in modulating cell division and cell expansion, which modulates plant architecture and organ size. It is showed that the contents of endogenous hormones including auxin, abscisic acid, gibberellin, and zeatin tested in the spo1 mutant were significantly altered, compared to the wild type. Furthermore, the transcriptome analysis revealed that the differentially expressed genes (DEGs) are significantly enriched in the pathways associated with plant hormone signal transduction, cell cycle progression, and cell wall formation. These results indicated that the loss of SPO1/OsCSLD4 function disrupted cell wall cellulose synthase and hormones homeostasis and signaling, thus leading to smaller plant and organ size in spo1. Taken together, we suggest the functional role of SPO1/OsCSLD4 in the control of rice plant and organ size by modulating cell division and expansion, likely through the effects of multiple hormonal pathways on cell wall formation. [ABSTRACT FROM AUTHOR]

Smart contracts, which automatically execute on decentralized platforms like Ethereum, require high security and low gas consumption. As a result, developers have a strong demand for semantic code search tools that utilize natural language queries to efficiently search for existing code snippets. However, existing code search models face a semantic gap between code and queries, which requires a large amount of training data. In this paper, we propose a fine-tuning approach to bridge the semantic gap in code search and improve the search accuracy. We collect 80 723 different pairs of from Etherscan.io and use these pairs to fine-tune, validate, and test the pre-trained CodeBERT model. Using the fine-tuned model, we develop a code search engine specifically for smart contracts. We evaluate the Recall@k and Mean Reciprocal Rank (MRR) of the fine-tuned CodeBERT model using different proportions of the finetuned data. It is encouraging that even a small amount of fine-tuned data can produce satisfactory results. In addition, we perform a comparative analysis between the fine-tuned CodeBERT model and the two state-of-the-art models. The experimental results show that the finetuned CodeBERT model has superior performance in terms of Recall@k and MRR. These findings highlight the effectiveness of our finetuning approach and its potential to significantly improve the code search accuracy. [ABSTRACT FROM AUTHOR]

Background and purpose: Data regarding the efficacy and safety of currently widely available preventive therapies in neuromyelitis optica spectrum disorder (NMOSD) are needed. We compared the efficacy and safety of azathioprine (AZA), mycophenolate mofetil (MMF), and reduced dose of rituximab (RTX) in NMOSD based on a large multicenter retrospective cohort. Methods: Patients with aquaporin 4 (AQP4) antibody‐positive NMOSD with AZA (n = 167), MMF (n = 131), or RTX (n = 55) as initial preventive treatment were included. The main outcome was the occurrence of relapse after the initiation of immunotherapy. Secondary outcomes were annual relapse rate, disability accumulation, drug persistence, and adverse events. Results: The median follow‐up time of the 353 patients was 30.3 months. The regimen of RTX was 100 mg on Day 1 and 500 mg on Day 2, followed by 500 mg every 6 months. The proportions of patients with concomitant steroid therapy at baseline were 96.4%, 95.4%, and 76.4% in the AZA, MMF, and RTX groups. Risk of relapse was significantly reduced in patients treated with RTX compared with those treated with AZA (hazard ratio [HR] = 4.40, 95% confidence interval [CI] = 1.41–13.80, p = 0.011) or MMF (HR = 5.20, 95% CI = 1.60–16.86, p = 0.006) after adjusting for potential confounding variables. Drug discontinuations were less likely on RTX than AZA (HR = 2.22, 95% CI = 1.34–3.66, p = 0.002). RTX exhibited lower incidence of adverse events (32.7%) than AZA (62.3%, p < 0.001). Conclusions: We provide Class III evidence that reduced dose of RTX is superior to AZA and MMF as initial treatment to reduce the risk of relapse and is better tolerated than AZA in Chinese patients with AQP4 antibody‐positive NMOSD. [ABSTRACT FROM AUTHOR]