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Extracellular vesicles (EVs), as a type of subcellular structure, have been extensively researched for their potential for developing advanced diagnostic technologies for various diseases. However, the biomolecular and biophysical heterogeneity of EVs has restricted their application in clinical settings. In this article, we developed a size-exclusion chromatography-based technique for simultaneous EV size subtyping and protein profiling. By eluting fluorescent aptamer-treated patient plasma through a size-exclusion column, the mixture can be classified into 50 nm aptamer-bound EVs, 100 nm aptamer-bound EVs and free-floating aptamers, which could further enable multiplex EV membrane protein profiling by analyzing the fluorescence intensities of EV-bound aptamers. Using this technique, we successfully identified EV size subtypes for differentiating gastrointestinal cancer prognosis states. Overall, we developed a rapid, user-friendly and low-cost EV size subtyping and protein profiling technique, which holds great potential for identifying crucial EV size subtypes for disease diagnosis in the clinic.
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Vesículas Extracelulares , Neoplasias Gastrointestinales , Humanos , Vesículas Extracelulares/química , Cromatografía en Gel , Pronóstico , Neoplasias Gastrointestinales/diagnóstico , Neoplasias Gastrointestinales/metabolismo , Proteínas de la Membrana/análisisRESUMEN
Elderly patients are susceptible to postoperative infections with increased mortality. Analyzing with a deep learning model, the perioperative factors that could predict and/or contribute to postoperative infections may improve the outcome in elderly. This was an observational cohort study with 2014 elderly patients who had elective surgery from 28 hospitals in China from April to June 2014. We aimed to develop and validate deep learning-based predictive models for postoperative infections in the elderly. 1510 patients were randomly assigned to be training dataset for establishing deep learning-based models, and 504 patients were used to validate the effectiveness of these models. The conventional model predicted postoperative infections was 0.728 (95% CI 0.688-0.768) with the sensitivity of 66.2% (95% CI 58.2-73.6) and specificity of 66.8% (95% CI 64.6-68.9). The deep learning model including risk factors relevant to baseline clinical characteristics predicted postoperative infections was 0.641 (95% CI 0.545-0.737), and sensitivity and specificity were 34.2% (95% CI 19.6-51.4) and 88.8% (95% CI 85.6-91.6), respectively. Including risk factors relevant to baseline variables and surgery, the deep learning model predicted postoperative infections was 0.763 (95% CI 0.681-0.844) with the sensitivity of 63.2% (95% CI 46-78.2) and specificity of 80.5% (95% CI 76.6-84). Our feasibility study indicated that a deep learning model including risk factors for the prediction of postoperative infections can be achieved in elderly. Further study is needed to assess whether this model can be used to guide clinical practice to improve surgical outcomes in elderly.
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Aprendizaje Profundo , Humanos , Anciano , Estudios de Cohortes , Complicaciones Posoperatorias/diagnóstico , Complicaciones Posoperatorias/epidemiología , Complicaciones Posoperatorias/etiología , Sensibilidad y Especificidad , Factores de Riesgo , Estudios RetrospectivosRESUMEN
Opsin 3 (OPN3), a member of the light-sensitive, retinal-dependent opsin family, is widely expressed in a variety of human tissues and plays a multitude of light-dependent and light-independent roles. We recently identified five missense variants of OPN3, including p. I51T, p. V134A, p. V183I, p. M256I and p. C331Y, in human melanocytic tumours. However, it remains unclear how these OPN3 variants affect OPN3 protein structure and function. Herein, we conducted structural and functional studies of these variant proteins in OPN3 by molecular docking and molecular dynamics simulations. Moreover, we performed in vitro fluorescence calcium imaging to assess the functional properties of five single-nucleotide variant (SNV) proteins using a site-directed mutagenesis method. Notably, the p. I51T variant was not able to effectively dock with 11-cis-retinal. Additionally, in vitro, the p. I51T SNVs failed to induce any detectable changes in intracellular Ca2+ concentration at room temperature. Taken together, these results reveal that five SNVs in the OPN3 gene have deleterious effects on protein structure and function, suggesting that these mutations, especially the p. I51T variant, significantly disrupt the canonical function of the OPN3 protein. Our findings provide new insight into the role of OPN3 variants in the loss of protein function.
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Melanocitos , Opsinas de Bastones , Humanos , Simulación del Acoplamiento Molecular , Opsinas de Bastones/genética , Opsinas de Bastones/metabolismo , Melanocitos/metabolismo , Opsinas/genética , Mutación MissenseRESUMEN
BACKGROUND: Adipose tissue remodeling plays a significant role in obesity-induced insulin resistance. Published studies reported that level of trigger receptor expressed on myeloid cells 2 (TREM2) in adipose tissue is up-regulated in animal models of obesity. This study aims to investigate whether TREM2 regulates obesity-induced insulin resistance via modulating adipose tissue remodeling in mice of high-fat diet (HFD). METHODS: Wild-type (WT) and TREM2-/- mice were both fed with a controlled-fat diet (CFD) or HFD for 12 weeks and studied for obesity and insulin resistance. Meanwhile, epididymal adipose tissue (EAT) was examined for morphological and pathological changes to determine adipose tissue remodeling. After that, adipocyte-derived MCP-1 was measured in adipocytes, adipose tissue and circulation. Next, inflammatory cytokines were determined in adipose tissue macrophages (ATM). At last, livers were analyzed for hepatic steatosis. RESULTS: TREM2-/- mice on HFD had increased obesity and insulin resistance compared with WT counterparts. Adipose tissue from TREM2-/- mice exhibited reduced mass but greater adipocyte hypertrophy and increased adipocyte death. Besides, adipocyte-derived MCP-1 was down-regulated in TREM2-/- mice, and circulating MCP-1 level was lower than that of WT mice. Furthermore, TREM2-/- mice displayed reduced infiltration of F4/80+CD11c+ macrophages into adipose tissue, which was unable to form crown-like structures (CLS) to clean dead adipocytes and cellular contents. Also, TREM2 deficiency augmented inflammatory response of adipose tissue macrophages in HFD mice. In addition, TREM2-/- mice demonstrated more severe hepatic steatosis than WT counterparts under HFD feeding. CONCLUSIONS: Trigger receptor expressed on myeloid cells 2 may function as a feedback mechanism to curb obesity-induced insulin resistance via regulating adipose tissue remodeling.
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Tejido Adiposo/patología , Dieta Alta en Grasa , Conducta Alimentaria , Resistencia a la Insulina , Glicoproteínas de Membrana/metabolismo , Obesidad/patología , Receptores Inmunológicos/metabolismo , Adipocitos/metabolismo , Adipocitos/patología , Animales , Quimiocina CCL2/metabolismo , Regulación hacia Abajo , Hipertrofia , Inflamación/patología , Cirrosis Hepática/patología , Macrófagos/patología , Glicoproteínas de Membrana/deficiencia , Ratones Endogámicos C57BL , Receptores Inmunológicos/deficiencia , Regulación hacia ArribaRESUMEN
Background: Accumulating evidence has suggested that glycometabolism plays an important role in the pathogenesis of tumorigenesis. However, few studies have investigated the prognostic values of glycometabolic genes in patients with osteosarcoma (OS). This study aimed to recognize and establish a glycometabolic gene signature to forecast the prognosis, and provide therapeutic options for patients with OS. Methods: Univariate and multivariate Cox regression, LASSO Cox regression, overall survival analysis, receiver operating characteristic curve, and nomogram were adopted to develop the glycometabolic gene signature, and further evaluate the prognostic values of this signature. Functional analyses including Gene Ontology (GO), kyoto encyclopedia of genes and genomes analyses (KEGG), gene set enrichment analysis, single-sample gene set enrichment analysis (ssGSEA), and competing endogenous RNA (ceRNA) network, were used to explore the molecular mechanisms of OS and the correlation between immune infiltration and gene signature. Moreover, these prognostic genes were further validated by immunohistochemical staining. Results: A total of four genes including PRKACB, SEPHS2, GPX7, and PFKFB3 were identified for constructing a glycometabolic gene signature which had a favorable performance in predicting the prognosis of patients with OS. Univariate and multivariate Cox regression analyses revealed that the risk score was an independent prognostic factor. Functional analyses indicated that multiple immune associated biological processes and pathways were enriched in the low-risk group, while 26 immunocytes were down-regulated in the high-risk group. The patients in high-risk group showed elevated sensitivity to doxorubicin. Furthermore, these prognostic genes could directly or indirectly interact with other 50 genes. A ceRNA regulatory network based on these prognostic genes was also constructed. The results of immunohistochemical staining showed that SEPHS2, GPX7, and PFKFB3 were differentially expressed between OS tissues and adjacent normal tissues. Conclusion: The preset study constructed and validated a novel glycometabolic gene signature which could predict the prognosis of patients with OS, identify the degree of immune infiltration in tumor microenvironment, and provide guidance for the selection of chemotherapeutic drugs. These findings may shed new light on the investigation of molecular mechanisms and comprehensive treatments for OS.
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BACKGROUND: Varicella-zoster virus (VZV) causes varicella and herpes zoster (VHZ), which is endemic worldwide. Although infection with VZV represents a considerable health threat, the global, regional and national burden of VZV infection, especially the probable relationship between VZV vaccines and the epidemiology of VZV infection, is poorly known. We sought to estimate the global spatial patterns and temporal trends of VHZ burden in 204 countries and territories from 1990 to 2019. METHODS: Numbers and age-standardized rates (ASR) of VHZ incidence, and disability-adjusted life years (DALYs) were estimated using data from the Global Burden of Diseases Study (GBD) 2019. Spatiotemporal trends in ASR were evaluated by estimated annual percentage change (EAPC). RESULTS: Worldwide, in 2019, there were approximately 84.0 million incidence and 0.9 million DALYs due to VHZ. The corresponding ASIR (age-standardized incidence rate) and ASDR (age-standardized DALY rate) drastically decreased in children (aged <20 years old), while the ASIR and ASDR of VHZ significantly increased in middle- and old-aged adults (aged >50 years old), with highest ASIR and ASDR in the High-income Asia Pacific and Western Sub-Saharan Africa, respectively. From 1990-2019, the corresponding EAPC in ASIR were 0.03 (95% uncertainty interval [UI]: 0.02-0.04). Whereas the global EAPC in ASDR decreased in all regions (-1.59, 95% UI: -1.64 to -1.55), expect for Australasia (0.46, [0.05, 0.88]). Notably, in 2019, age-specific rates of VHZ DALYs presented a rapid growth trend after 70 years old. CONCLUSION: The spatiotemporal trends of VHZ were heterogeneous across countries from 1990 to 2019. The spatiotemporal trend in ASIR is highest in the High sociodemographic index (SDI) region, however the EAPC in ASDR is lowest, in part probably due to VHZ vaccination. Therefore, reducing morbidity and burden strategies such as vaccines programs for the prevention of VHZ should be promoted in those regions with high growth incidence and/or burden, especially for the population after 70 years old.
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Carga Global de Enfermedades , Herpesvirus Humano 3 , Adulto , Niño , Humanos , Persona de Mediana Edad , Adulto Joven , Anciano , Años de Vida Ajustados por Calidad de Vida , Factores de Riesgo , Incidencia , Vacunación , Salud GlobalRESUMEN
The high expression of BLM (Bloom syndrome) DNA helicase in tumors involves its strong association with cell expansion. Bisbenzylisoquinoline alkaloids own an antitumor property and have developed as candidates for anticancer drugs. This paper aimed to study the antitumor effect of fangchinoline derivative HY-2 by targeting BLM642-1290 DNA helicase, and then explore its inhibitory mechanism on proliferation of MDA-MB-435 breast cancer cells. We confirmed that the mRNA and protein levels of BLM DNA helicase in breast cancer were higher than those in normal tissues. HY-2 could inhibit the DNA binding, ATPase and DNA unwinding of BLM642-1290 DNA helicase with enzymatic assay. HY-2 could also inhibit the DNA unwinding of DNA helicase in cells. In addition, HY-2 showed an inhibiting the MDA-MB-435, MDA-MB-231, MDA-MB-436 breast cancer cells expansion. The mRNA and protein levels of BLM DNA helicase in MDA-MB-435 cells increased after HY-2 treatment, which might contribute to HY-2 inhibiting the DNA binding, ATPase and DNA unwinding of BLM DNA helicase. The mechanism of HY-2 inhibition on BLM DNA helicase was further confirmed with the effect of HY-2 on the ultraviolet spectrogram of BLM642-1290 DNA helicase and Molecular dynamics simulation of the interacting between HY-2 and BLM640-1291 DNA helicase. Our study provided some valuable clues for the exploration of HY-2 in the living body and developing it as an anticancer drug.
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Antineoplásicos , Bencilisoquinolinas , Neoplasias de la Mama , Femenino , Humanos , Bencilisoquinolinas/farmacología , Neoplasias de la Mama/tratamiento farmacológico , ADN/metabolismo , RecQ Helicasas/química , RecQ Helicasas/genética , RecQ Helicasas/metabolismo , ARN Mensajero , ADN Helicasas/antagonistas & inhibidores , ADN Helicasas/metabolismoRESUMEN
Epidermal melanocytes sense solar light via the opsin-coupled signaling pathway which is involved in a range of biological functions, including regulating pigmentation, proliferation, apoptosis, and tumorigenesis. However, it remains unclear whether there are genetic variants within these opsins that affect opsin protein structure and function, and further melanocyte biological behaviors. Here, we examined single-nucleotide variants (SNVs) of five opsin (RGR, OPN1SW, OPN2, OPN4, and OPN5) genes in MM (malignant melanoma; n = 76) and MN (melanocytic nevi; n = 157), using next-generation sequencing. The effects of these pathogenic single-nucleotide variants (SNVs) on opsin structure and function were further investigated using molecular dynamics (MD) simulations, dynamic cross-correlation (DCC), and site-directed mutagenesis. In total, 107 SNV variants were identified. Of these variants, 14 nonsynonymous SNVs (nsSNVs) of opsin genes were detected, including three mutations in the RGR gene, three mutations in the OPN1SW gene, two mutations in the OPN2 gene, and six mutations in the OPN4 gene. The effect of these missense mutations on opsin function was then assessed using eight prediction tools to estimate the potential impact of an amino acid substitution. The impact of each nsSNV was investigated using MD simulations and DCC analysis. Furthermore, we performed in vitro fluorescence calcium imaging to assess the functional properties of nsSNV proteins using a site-directed mutagenesis method. Taken together, these results revealed that p.A103V (RGR), p.T167I (RGR), p.G141S (OPN1SW), p.R144C (OPN1SW), and p.S231F (OPN4) had more deleterious effects on protein structure and function among the 14 nsSNVs. Opsin gene alterations showed the low frequency of missense mutations in melanocytic tumors, and although rare, some mutations in these opsin genes disrupt the canonical function of opsin. Our findings provide new insight into the role of opsin variants in the loss of function.
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Melanoma , Opsinas , Humanos , Melanocitos/metabolismo , Melanoma/genética , Melanoma/metabolismo , Nucleótidos/genética , Opsinas/genética , Opsinas/metabolismoRESUMEN
Diffuse large B-cell lymphoma (DLBCL) is a common non-Hodgkin lymphoma. A20 and mucosa-associated lymphoid tissue lymphoma translocation gene 1 (MALT1) are known to be related to DLBCL pathogenesis and progression. This study aimed to assess the effects of phorbol myristate acetate/ionomycin (PMA/IONO) on the growth and apoptosis of the DLBCL cell line OCI-LY1, and their associations with A20, MALT1 and survivin levels. Cell viability was assessed by MTT assay. Cell cycle distribution and apoptosis were evaluated using flow cytometry after incubation with Annexin V-FITC/propidium iodide (PI) and RNase/PI, respectively. Gene and protein expression levels were determined by quantitative real-time PCR and western blotting, respectively. To further determine the role of A20, this gene was silenced in the OCI-LY1 cell line by specific siRNA transfection. A20 protein levels were higher in the OCI-LY1 cells treated with PMA/IONO compared with the controls, and were positively correlated with the concentration and treatment time of IONO, but not with changes of PMA and MALT1. Meanwhile, survivin expression was reduced in the OCI-LY1 cells after PMA/IONO treatment. In addition, OCI-LY1 proliferation was markedly inhibited, with a negative correlation between cell viability and IONO concentration. In concordance, apoptosis rates were higher in the OCI-LY1 cells after PMA + IONO treatment. Cell cycle distribution differed between the OCI-LY1 cells with and without PMA/IONO treatment only at 24 h, with increased cells in the G0/G1 stage after PMA/IONO treatment. These findings indicate that PMA/IONO promotes the apoptosis and inhibits the growth of DLBCL cells, in association with A20 upregulation. Thus, A20 may be a potential therapeutic target for DLBCL.