RESUMO
OBJECTIVE: To establish a nasopharyngeal carcinoma-specific big data platform based on electronic health records (EHRs) to provide data support for real-world study of nasopharyngeal carcinoma. METHODS: A multidisciplinary expert team was established for this project. Based on industry standards and practical feasibility, the team designed the nasopharyngeal carcinoma data element standards including 14 modules and 640 fields. Data from patients diagnosed with nasopharyngeal carcinoma who visited Southern Hospital after 1999 were extracted from 15 EHRs systems and were cleaned, structured, and standardized using information technologies such as machine learning and natural language processing. In addition, a series of measures such as quality control and data encryption were taken to ensure data quality and patient privacy. At the platform application level, 10 functional modules were designed according to the needs of nasopharyngeal carcinoma research. RESULTS: As of 1 October 2022, the Big Data platform has included 11,617patients, of whom 8228 (70.83 %) were male and 3389 (29.17 %) were female, with a median age of 48 years (interquartile range, 40 years). The data in the platform were validated to have a high level of completeness and accuracy, especially for key variables such as social demographics, laboratory tests and vital signs. Currently, six projects involving risk factors, early diagnosis, treatment efficacy and prevention of treatment-related toxic reactions have been conducted on the platform. CONCLUSIONS: We have established a high-quality NPC-specific big data platform by integrating heterogeneous data from multiple sources in the EHR. The platform provides an effective tool and strong data support for real-world studies of nasopharyngeal carcinoma, which helps to improve research efficiency, reduce costs, and improve the quality of research results. We expect to promote multicenter nasopharyngeal carcinoma data sharing in the future to facilitate the generation of high-quality real-world evidence in nasopharyngeal carcinoma. This article may provide some reference value for other comprehensive hospitals to establish a big data platform for nasopharyngeal carcinoma.
Assuntos
Big Data , Registros Eletrônicos de Saúde , Carcinoma Nasofaríngeo , Neoplasias Nasofaríngeas , Humanos , Carcinoma Nasofaríngeo/terapia , Carcinoma Nasofaríngeo/diagnóstico , Masculino , Feminino , Pessoa de Meia-Idade , Adulto , Aprendizado de Máquina , Processamento de Linguagem NaturalRESUMO
Cyclometalated iridium complexes with mitochondrial targeting show great potential as substitutes for platinum-based complexes because of their strong anti-cancer properties. Three novel cyclometalated iridium(III) compounds were synthesized and evaluated in five different cell lines as part of the ongoing systematic investigations of these compounds. The complexes were prepared using 4,7-dichloro-1,10-phenanthroline ligands. The cytotoxicity of complexes Ir1-Ir3 towards HeLa cells was shown to be high, with IC50 values of 0.83±0.06, 4.73±0.11, and 4.95±0.62 µM, respectively. Complex Ir1 could be ingested by HeLa cells in 3 h and has shown high selectivity toward mitochondria. Subsequent investigations demonstrated that Ir1 triggered apoptosis in HeLa cells by augmenting the generation of reactive oxygen species (ROS), reducing the mitochondrial membrane potential, and depleting ATP levels. Furthermore, the movement of cells was significantly suppressed and the progression of the cell cycle was arrested in the G0/G1 phase following the administration of Ir1. The Western blot analysis demonstrated that the induction of apoptosis in HeLa cells by Ir1 involves the activation of the mitochondria-dependent channel and the PI3K/AKT signaling pathway. No significant cytotoxicity was observed in zebrafish embryos at concentrations less than or equal to 16 µM, e.g., survival rate and developmental abnormalities. In vivo, antitumor assay demonstrated that Ir1 suppressed tumor growth in mice. Therefore, our work shows that complex Ir1 could be a promising candidate for developing novel antitumor drugs.
Assuntos
Antineoplásicos , Complexos de Coordenação , Humanos , Camundongos , Animais , Células HeLa , Linhagem Celular Tumoral , Proteínas Proto-Oncogênicas c-akt/metabolismo , Irídio/farmacologia , Fosfatidilinositol 3-Quinases/metabolismo , Complexos de Coordenação/farmacologia , Complexos de Coordenação/metabolismo , Peixe-Zebra/metabolismo , Antineoplásicos/farmacologia , Antineoplásicos/metabolismo , Apoptose , Mitocôndrias/metabolismo , Espécies Reativas de Oxigênio/metabolismo , Transdução de Sinais , Proliferação de CélulasRESUMO
This study was designed to evaluate the role of short-chain fatty acid butyrate acid on intestinal morphology and function, and atherosclerotic plaque formation in apolipoprotein E-knockout (ApoE-/-) mice. ApoE-/- mice on high-fat, high-cholesterol diet were treated with butyrate acid (200 mmol/L) or NaCl (control) in the drinking water for 12 weeks, followed by histological evaluations of atherosclerotic lesion in aorta. Real-time PCR analysis and ELISA were used to measure the expression levels of proinflammatory cytokines. Butyrate acid significantly attenuated high-fat, high-cholesterol diet-induced atherosclerotic plaque formation in ApoE-/- mice. Butyrate acid prevented high-fat, high-cholesterol diet-induced inflammation in both the aorta and the circulation, as evidenced by reduced expression of proinflammatory cytokines. These changes were accompanied by a marked attenuation in metabolic endotoxemia lipopolysaccharide (LPS). Butyrate acid induced intestinal expression of the tight junction proteins (Occludin and zona occuldens protein-1), thereby preventing the gut permeability. Butyrate acid dose-dependently upregulated the expression of the tight junction proteins in Caco-2 cells in GPR41-dependent manner. In conclusion, butyrate acid attenuates atherosclerotic lesions by ameliorating metabolic endotoxemia-induced inflammation through restoration of the gut barrier.
Assuntos
Aterosclerose , Placa Aterosclerótica , Animais , Apolipoproteínas E/genética , Aterosclerose/tratamento farmacológico , Aterosclerose/prevenção & controle , Butiratos/farmacologia , Células CACO-2 , Dieta Hiperlipídica/efeitos adversos , Ácidos Graxos Voláteis , Humanos , Camundongos , Camundongos Endogâmicos C57BL , Camundongos KnockoutRESUMO
BACKGROUND: Agrocybe aegerita Lectin (AAL) has been identified to have high affinity for sulfated and α2-3- linked sialic acid glycoconjugates, especially the sulfated and sialyl TF (Thomsen-Friedenreich) disaccharide. This study was conducted to investigate the clinicopathological and prognostic value of AAL in identifying aberrant glycosylation in colorectal cancer (CRC). MATERIALS AND METHODS: Glycoconjugate expression in 59 CRC tissues were detected using AAL-histochemistry. Clinicopathological associates of expression were analyzed with chi- square test or Fisher's exact test. Relationships between expression and the various clinicopathological parameters was estimated using Kaplan-Meier analysis and Cox regression models. RESULTS: AAL specific glycoconjugate expression was significantly higher in tumor than corresponding normal tissues (66.1% and 46.1%, respectively, p=0.037), correlating with depth of invasion (p=0.015) and TNM stage (p=0.024). Patients with lower expression levels had a significantly higher survival rate than those with higher expression (p=0.046 by log rank test and p=0.047 by Breslow test for overall survival; p=0.054 by log rank test and P=0.038 by Breslow test for progress free survival). A marginally significant association was found between AAL specific glycoconjugate expression and overall survival by univariate Cox regression analysis (p=0.059). CONCLUSIONS: Lower AAL specific glycoconjugate expression is a significant favorable prognostic factor for overall and progress free survival in CRC. This is the first report about the employment of AAL for histochemical analysis of cancer tissues. The binding characteristics of AAL means it has potential to become a powerful tool for the glycan investigation and clinical application.