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1.
Heliyon ; 10(13): e33482, 2024 Jul 15.
Artigo em Inglês | MEDLINE | ID: mdl-39027602

RESUMO

Background: The pathogenesis of pulmonary senescence involves immune system dysregulation, oxidative stress, and mitochondrial dysfunction. The effects on lung function of niacin, an essential coenzyme involved in mitochondrial energy metabolism with known antioxidant properties, are poorly understood. Methods: This cross-sectional study used data from the 2007-2012 National Health and Nutrition Examination Survey, including spirometry data and niacin intake information of 9706 adults. This study investigated various spirometry measures, such as forced expiratory volume in 1 s, forced vital capacity, pulse expiratory flow, (forced expiratory volume in 1 s)/(forced vital capacity)ratio, and predicted forced expiratory volume in 1 s and forced vital capacity percentages. Additionally, a secondary analysis was conducted using Global Initiative for Chronic Obstructive Lung Disease and chronic obstructive pulmonary disease. Foundation Spirometry Grade criteria to assess the relationship between niacin intake, airflow limitation, and obstruction. Multivariate regression models were used to adjust for relevant covariates. Results: The study included 9706 U S. adults (4788 men and 4918 women) with a median age of 46.2 years. After adjusting for relevant factors, a positive correlation was observed between niacin intake and lung function. Compared to the lowest quintile of niacin intake (Q1, ≤14.5 mg/day), individuals in the highest quintile (Q5, >34.5 mg/day) exhibited significant increases in lung function parameters, including forced expiratory volume in 1s (69.84 mL, p = 0.003), pulse expiratory flow (254.48 mL, p < 0.001), (forced expiratory volume in 1 s)/(forced vital capacity)(0.01, p = 0.041), percent predicted forced expiratory volume in 1 s(2.05, p = 0.002), and percent predicted forced vital capacity(1.29, p = 0.042).Subset analyses of individuals with spirometry-defined airflow obstruction showed associations of high niacin intake with significantly improved forced expiratory volume, pulse expiratory flow, and percent predicted pulse expiratory flow and an interaction among race, education, and smoking status with respect to the relationship between niacin intake and lung function parameters. Conclusions: Higher niacin intake was associated with increased measures of lung function. A diet rich in niacin-containing foods may play a role in improving lung health.

2.
J Clin Invest ; 134(15)2024 Jun 06.
Artigo em Inglês | MEDLINE | ID: mdl-38842946

RESUMO

Aberrant activation of RAS/MAPK signaling is common in cancer, and efforts to inhibit pathway components have yielded drugs with promising clinical activities. Unfortunately, treatment-provoked adaptive resistance mechanisms inevitably develop, limiting their therapeutic potential. As a central node essential for receptor tyrosine kinase-mediated RAS activation, SHP2 has emerged as an attractive cancer target. Consequently, many SHP2 allosteric inhibitors are now in clinical testing. Here we discovered a previously unrecognized off-target effect associated with SHP2 allosteric inhibitors. We found that these inhibitors accumulate in the lysosome and block autophagic flux in an SHP2-independent manner. We showed that off-target autophagy inhibition by SHP2 allosteric inhibitors contributes to their antitumor activity. We also demonstrated that SHP2 allosteric inhibitors harboring this off-target activity not only suppress oncogenic RAS signaling but also overcome drug resistance such as MAPK rebound and protective autophagy in response to RAS/MAPK pathway blockage. Finally, we exemplified a therapeutic framework that harnesses both the on- and off-target activities of SHP2 allosteric inhibitors for improved treatment of mutant RAS-driven and drug-resistant malignancies such as pancreatic and colorectal cancers.


Assuntos
Autofagia , Proteína Tirosina Fosfatase não Receptora Tipo 11 , Proteínas ras , Animais , Humanos , Camundongos , Regulação Alostérica/efeitos dos fármacos , Antineoplásicos/farmacologia , Antineoplásicos/uso terapêutico , Autofagia/efeitos dos fármacos , Linhagem Celular Tumoral , Sistema de Sinalização das MAP Quinases/efeitos dos fármacos , Neoplasias/tratamento farmacológico , Neoplasias/patologia , Neoplasias/metabolismo , Neoplasias/genética , Neoplasias/enzimologia , Proteína Tirosina Fosfatase não Receptora Tipo 11/antagonistas & inibidores , Proteína Tirosina Fosfatase não Receptora Tipo 11/metabolismo , Proteína Tirosina Fosfatase não Receptora Tipo 11/genética , Proteínas ras/metabolismo , Proteínas ras/genética , Ensaios Antitumorais Modelo de Xenoenxerto
3.
Int J Mol Sci ; 24(12)2023 Jun 10.
Artigo em Inglês | MEDLINE | ID: mdl-37373132

RESUMO

Cuproptosis is an unusual form of cell death caused by copper accumulation in mitochondria. Cuproptosis is associated with hepatocellular carcinoma (HCC). Long noncoding RNAs (LncRNAs) have been shown to be effective prognostic biomarkers, yet the link between lncRNAs and cuproptosis remains unclear. We aimed to build a prognostic model of lncRNA risk and explore potential biomarkers of cuproptosis in HCC. Pearson correlations were used to derive lncRNAs co-expressed in cuproptosis. The model was constructed using Cox, Lasso, and multivariate Cox regressions. Kaplan-Meier survival analysis, principal components analysis, receiver operating characteristic curve, and nomogram analyses were carried out for validation. Seven lncRNAs were identified as prognostic factors. A risk model was an independent prognostic predictor. Among these seven lncRNAs, prostate cancer associated transcript 6 (PCAT6) is highly expressed in different types of cancer, activating Wnt, PI3K/Akt/mTOR, and other pathways; therefore, we performed further functional validation of PCAT6 in HCC. Reverse transcription-polymerase chain reaction results showed that PCAT6 was aberrantly highly expressed in HCC cell lines (HepG2 and Hep3B) compared to LO2 (normal hepatocytes). When its expression was knocked down, cells proliferated and migrated less. PCAT6 might be a potential biomarker for predicting prognosis in HCC.


Assuntos
Carcinoma Hepatocelular , Neoplasias Hepáticas , RNA Longo não Codificante , Masculino , Humanos , Carcinoma Hepatocelular/genética , Prognóstico , RNA Longo não Codificante/genética , Fosfatidilinositol 3-Quinases , Neoplasias Hepáticas/genética , Cobre , Apoptose/genética
4.
Materials (Basel) ; 16(8)2023 Apr 13.
Artigo em Inglês | MEDLINE | ID: mdl-37109896

RESUMO

The epoxy adhesive-galvanized steel adhesive structure has been widely used in various industrial fields, but achieving high bonding strength and corrosion resistance is a challenge. This study examined the impact of surface oxides on the interfacial bonding performance of two types of galvanized steel with Zn-Al or Zn-Al-Mg coatings. Scanning electron microscopy and X-ray photoelectron spectroscopy analysis showed that the Zn-Al coating was covered by ZnO and Al2O3, while MgO was additionally found on the Zn-Al-Mg coating. Both coatings exhibited excellent adhesion in dry environments, but after 21 days of water soaking, the Zn-Al-Mg joint demonstrated better corrosion resistance than the Zn-Al joint. Numerical simulations revealed that metallic oxides of ZnO, Al2O3, and MgO had different adsorption preferences for the main components of the adhesive. The adhesion stress at the coating-adhesive interface was mainly due to hydrogen bonds and ionic interactions, and the theoretical adhesion stress of MgO adhesive system was higher than that of ZnO and Al2O3. The corrosion resistance of the Zn-Al-Mg adhesive interface was mainly due to the stronger corrosion resistance of the coating itself, and the lower water-related hydrogen bond content at the MgO adhesive interface. Understanding these bonding mechanisms can lead to the development of improved adhesive-galvanized steel structures with enhanced corrosion resistance.

5.
Thorac Cancer ; 14(16): 1451-1466, 2023 06.
Artigo em Inglês | MEDLINE | ID: mdl-37076991

RESUMO

OBJECTIVE: Cuproptosis-related genes are closely related to lung adenocarcinoma (LUAD), which can be analyzed via the analysis of long noncoding RNA (lncRNA). To date, the clinical significance and function of cuproptosis-related lncRNAs are still not well elucidated. Further analysis of cuproptosis-related prognostic lncRNAs is of great significance for the treatment, diagnosis, and prognosis of LUAD. METHODS: In this study, a multiple machine learning (ML)-based computational approach was proposed for the identification of the cuproptosis-related lncRNAs signature (CRlncSig) via comprehensive analysis of cuproptosis, lncRNAs, and clinical characteristics. The proposed approach integrated multiple ML algorithms (least absolute shrinkage and selection operator regression analysis, univariate and multivariate Cox regression) to effectively identify the CRlncSig. RESULTS: Based on the proposed approach, the CRlncSig was identified from the 3450 cuproptosis-related lncRNAs, which consist of 13 lncRNAs (CDKN2A-DT, FAM66C, FAM83A-AS1, AL359232.1, FRMD6-AS1, AC027237.4, AC023090.1, AL157888.1, AL627443.3, AC026355.2, AC008957.1, AP000346.1, and GLIS2-AS1). CONCLUSIONS: The CRlncSig could well predict the prognosis of different LUAD patients, which is different from other clinical features. Moreover, the CRlncSig was proved to be an effective indicator of patient survival via functional characterization analysis, which is relevant to cancer progression and immune infiltration. Furthermore, the results of RT-PCR assay indicated that the expression level of FAM83A-AS1 and AC026355.2 in A549 and H1975 cells (LUAD) was significantly higher than that in BEAS-2B cells (normal lung epithelial).


Assuntos
RNA Longo não Codificante , Humanos , RNA Longo não Codificante/genética , Prognóstico , Imunoterapia , Relevância Clínica , Aprendizado de Máquina , Apoptose , Proteínas de Neoplasias
6.
Pharm Biol ; 61(1): 722-736, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-37096936

RESUMO

CONTEXT: Chinese medicinal herbs (CMH) have been considered a potentially efficacious approach for patients with breast cancer that experience adverse effects from endocrine treatment. OBJECTIVE: To investigate the impact of CMH on endocrine therapy-induced side effects in patients with hormone receptor-positive (HR+) breast cancer. METHODS: Ten databases (e.g., PubMed, Web of Science, Cochrane Library, China National Knowledge Information Database and other databases) were searched up to 20 May 2022. The search terms included Chinese herb, breast cancer, endocrine therapy, clinical trial and their mesh terms. The study selection and data extraction were performed by two independent reviewers. The risk of bias was evaluated using the Cochrane risk of bias method. RESULTS: A total of 31 studies with 2288 patients were included. There were significant improvements in bone mineral density (BMD) [lumbar BMD (MD 0.08, 95% CI 0.07 to 0.09, p < 0.00001) and femoral neck BMD (MD 0.08, 95% CI 0.07 to 0.10, p < 0.00001)] and bone gal protein (BGP) (MD 0.24, 95% CI 0.17 to 0.31, p < 0.00001), with a significant reduction in triglycerides (MD -0.53, 95% CI -1.00 to -0.07, p < 0.05) and no effect on estradiol levels (MD 0.90, 95% CI -0.31 to 2.12, p = 0.15). CONCLUSIONS: CMH combined with complementary therapy can moderately reduce endocrine therapy-induced side effects, including bone loss and dyslipidemia in patients with HR + breast cancer, revealing the potential role of CMH in treating (HR+) breast cancer. More high-quality RCTs are warranted to further validate the effectiveness and safety of CMH.


Assuntos
Antineoplásicos , Neoplasias da Mama , Plantas Medicinais , Humanos , Feminino , Neoplasias da Mama/tratamento farmacológico , Antineoplásicos/uso terapêutico , Densidade Óssea , China
7.
MedComm (2020) ; 4(2): e245, 2023 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-36999124

RESUMO

Protein arginine methyltransferase 5 (PRMT5) is a major type II enzyme responsible for symmetric dimethylation of arginine (SDMA), and plays predominantly roles in human cancers, including in ovarian cancer. However, the exactly roles and underlying mechanisms of PRMT5 contributing to the progression of ovarian cancer mediated by reprogramming cell metabolism remain largely elusive. Here, we report that PRMT5 is highly expressed and correlates with poor survival in ovarian cancer. Knockdown or pharmaceutical inhibition of PRMT5 is sufficient to decrease glycolysis flux, attenuate tumor growth, and enhance the antitumor effect of Taxol. Mechanistically, we find that PRMT5 symmetrically dimethylates alpha-enolase (ENO1) at arginine 9 to promotes active ENO1 dimer formation, which increases glycolysis flux and accelerates tumor growth. Moreover, PRMT5 signals high glucose to increase the methylation modification of ENO1. Together, our data reveal a novel role of PRMT5 in promoting ovarian cancer growth by controlling glycolysis flux mediated by methylating ENO1, and highlights that PRMT5 may represent a promising therapeutic target for treating ovarian cancer.

8.
FASEB J ; 37(4): e22889, 2023 04.
Artigo em Inglês | MEDLINE | ID: mdl-36961375

RESUMO

Cyclin-dependent kinases 2 (CDK2) is a serine/threonine-protein kinase, which plays a key role in the regulation of cell cycle and is related to the occurrence and development of melanoma. In this study, we identified potent inhibitors for CDK2 by combining a multistage virtual screening strategy with bioassay validations. The biochemical activity of compounds was validated with ADP-Glo™ Kinase assay in vitro, and the results indicated that the biochemical activity of compound 1 (C1) was better than other selected compounds. Cell viability assay showed that the minimum inhibition concentration of C1 for CDK2 was lower than 4 µM. Further functional test results showed that C1 exerted significant antiproliferative, pro-apoptosis, and anti-migration activity in melanoma cell lines (A375 cells, WM35 cells, and A875 cells). Our findings suggested that the C1, virtually screened from compound libraries, as the novel inhibitor of CDK2, may be further developed as an effective therapeutic agent in the treatment of melanoma lines.


Assuntos
Quinases relacionadas a CDC2 e CDC28 , Melanoma , Humanos , Quinases Ciclina-Dependentes/metabolismo , Proteínas Serina-Treonina Quinases/metabolismo , Melanoma/tratamento farmacológico , Linhagem Celular , Quinase 2 Dependente de Ciclina
9.
Angew Chem Int Ed Engl ; 62(22): e202303818, 2023 05 22.
Artigo em Inglês | MEDLINE | ID: mdl-36973833

RESUMO

Protein tyrosine phosphatase 1B (PTP1B) and T-cell protein tyrosine phosphatase (TC-PTP) play non-redundant negative regulatory roles in T-cell activation, tumor antigen presentation, insulin and leptin signaling, and are potential targets for several therapeutic applications. Here, we report the development of a highly potent and selective small molecule degrader DU-14 for both PTP1B and TC-PTP. DU-14 mediated PTP1B and TC-PTP degradation requires both target protein(s) and VHL E3 ligase engagement and is also ubiquitination- and proteasome-dependent. DU-14 enhances IFN-γ induced JAK1/2-STAT1 pathway activation and promotes MHC-I expression in tumor cells. DU-14 also activates CD8+ T-cells and augments STAT1 and STAT5 phosphorylation. Importantly, DU-14 induces PTP1B and TC-PTP degradation in vivo and suppresses MC38 syngeneic tumor growth. The results indicate that DU-14, as the first PTP1B and TC-PTP dual degrader, merits further development for treating cancer and other indications.


Assuntos
Neoplasias , Proteína Tirosina Fosfatase não Receptora Tipo 2 , Humanos , Proteína Tirosina Fosfatase não Receptora Tipo 2/metabolismo , Proteína Tirosina Fosfatase não Receptora Tipo 1/metabolismo , Linfócitos T CD8-Positivos/metabolismo , Neoplasias/tratamento farmacológico , Fosforilação , Imunoterapia
10.
Proc Natl Acad Sci U S A ; 119(42): e2203702119, 2022 10 18.
Artigo em Inglês | MEDLINE | ID: mdl-36215480

RESUMO

The full activation process of G protein-coupled receptor (GPCR) plays an important role in cellular signal transduction. However, it remains challenging to simulate the whole process in which the GPCR is recognized and activated by a ligand and then couples to the G protein on a reasonable simulation timescale. Here, we developed a molecular dynamics (MD) approach named supervised (Su) Gaussian accelerated MD (GaMD) by incorporating a tabu-like supervision algorithm into a standard GaMD simulation. By using this Su-GaMD method, from the active and inactive structure of adenosine A1 receptor (A1R), we successfully revealed the full activation mechanism of A1R, including adenosine (Ado)-A1R recognition, preactivation of A1R, and A1R-G protein recognition, in hundreds of nanoseconds of simulations. The binding of Ado to the extracellular side of A1R initiates conformational changes and the preactivation of A1R. In turn, the binding of Gi2 to the intracellular side of A1R causes a decrease in the volume of the extracellular orthosteric site and stabilizes the binding of Ado to A1R. Su-GaMD could be a useful tool to reconstruct or even predict ligand-protein and protein-protein recognition pathways on a short timescale. The intermediate states revealed in this study could provide more detailed complementary structural characterizations to facilitate the drug design of A1R in the future.


Assuntos
Simulação de Dinâmica Molecular , Receptores Purinérgicos P1 , Adenosina , Proteínas de Ligação ao GTP/metabolismo , Ligantes , Receptor A1 de Adenosina/metabolismo , Receptores Acoplados a Proteínas G/metabolismo , Receptores Purinérgicos P1/metabolismo , Termodinâmica
11.
Kaohsiung J Med Sci ; 38(10): 960-970, 2022 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-35899856

RESUMO

Osteosarcoma (OS) is the second most common primary malignant bone tumors in adolescents that causes cancer-related deaths. Previous studies have confirmed the promoting role of lncRNA HCP5 in the development of OS, but the specific mechanism is still not well understood. MiRNA levels were measured via RT-qPCR and protein expression was detected via western blotting. Cell proliferation was analyzed by CCK-8 assays and colony formations assay were conducted to measure colony formation ability. Dual-luciferase reporter assay was performed to detect the targeting relationship between HCP5 and miR-29b-3p, and between miR-29b-3p and LOXL2. Wound healing assays and Transwell assays were conducted to verify the migration and invasion abilities of OS cells. Correlations between the levels of HCP5 and miR-29b-3p, and between miR-29b-3p and LOXL2 were determined by Pearson correlation coefficient analysis. MiR-29b-3p expression was decreased and HCP5 and LOXL2 levels were increased in OS tissues and cell lines. MiR-29b-3p could directly act on LOXL2 and knockdown of LOXL2 restrained the proliferation, migration, and invasion of OS cells. Moreover, transfection with sh-HCP5-1 and sh-HCP5-2 suppressed the malignant biological behavior of OS cells. HCP5 directly targeted miR-29b-3p, and promoted OS proliferation, migration, and invasion via the miR-29b-3p/LOXL2 axis. The lncRNA HCP5 may upregulate LOXL2 expression by targeting miR-29b-3p, thereby promoting OS proliferation, migration, and invasion.


Assuntos
Neoplasias Ósseas , MicroRNAs , Osteossarcoma , RNA Longo não Codificante , Aminoácido Oxirredutases/genética , Aminoácido Oxirredutases/metabolismo , Neoplasias Ósseas/genética , Linhagem Celular Tumoral , Movimento Celular/genética , Proliferação de Células/genética , Regulação Neoplásica da Expressão Gênica , Humanos , MicroRNAs/genética , MicroRNAs/metabolismo , Osteossarcoma/genética , RNA Longo não Codificante/genética , RNA Longo não Codificante/metabolismo
12.
Cancer Biol Med ; 19(9)2022 Jul 13.
Artigo em Inglês | MEDLINE | ID: mdl-35819135

RESUMO

OBJECTIVE: The aim of this study was to identify hub genes associated with immune cell infiltration in breast cancer through bioinformatic analyses of multiple datasets. METHODS: Nonparametric (NOISeq) and robust rank aggregation-ranked parametric (EdgeR) methods were used to assess robust differentially expressed genes across multiple datasets. Protein-protein interaction network, GO, KEGG enrichment, and sub-network analyses were performed to identify immune-associated hub genes in breast cancer. Immune cell infiltration was evaluated with the CIBERSORT, XCELL, and TIMER methods. The association between the hub gene-based risk signature and survival was determined through Kaplan-Meier survival analysis, multivariate Cox analysis, and a nomogram with external verification. RESULTS: We identified 163 robust differentially expressed genes in breast cancer through applying both nonparametric and parametric methods to multiple GEO (n = 2,212) and TCGA (n = 1,045) datasets. Integrated bioinformatic analyses further identified 10 hub genes: CXCL10, CXCL9, CXCL11, SPP1, POSTN, MMP9, DPT, COL1A1, ADAMDEC1, and RGS1. The 10 hub-gene-based risk signature significantly correlated with the prognosis of patients with breast cancer. Moreover, these hub genes were strongly associated with the extent of infiltration of CD4+ T cells, CD8+ T cells, neutrophils, macrophages, and myeloid dendritic cells into breast tumors. CONCLUSIONS: Integrated analyses of multiple databases led to the discovery of 10 robust hub genes that together may serve as a risk factor characteristic of the immune microenvironment in breast cancer.


Assuntos
Neoplasias da Mama , Biologia Computacional , Neoplasias da Mama/genética , Neoplasias da Mama/patologia , Biologia Computacional/métodos , Feminino , Perfilação da Expressão Gênica/métodos , Regulação Neoplásica da Expressão Gênica , Humanos , Metaloproteinase 9 da Matriz/genética , Microambiente Tumoral/genética
13.
J Agric Food Chem ; 70(23): 7267-7278, 2022 Jun 15.
Artigo em Inglês | MEDLINE | ID: mdl-35653287

RESUMO

The amidase from Agrobacterium tumefaciens d3 (AmdA) degrades the carcinogenic ethyl carbamate (EC) in alcoholic beverages. However, its limited catalytic activity hinders practical applications. Here, multiple sequence alignment was first used to predict single variants with improved activity. Afterward, AlphaFold 2 was applied to predict the three-dimensional structure of AmdA and 21 amino acids near the catalytic triad were randomized by saturation mutagenesis. Each of the mutation libraries was then screened, and the improved single variants were combined to obtain the best double variant I97L/G195A that showed a 3.1-fold increase in the urethanase activity and a 1.5-fold increase in ethanol tolerance. MD simulations revealed that the mutations shortened the distance between catalytic residues and the substrate and enhanced the occurrence of a critical hydrogen bond in the catalytic pocket. This study displayed a useful strategy to engineer an amidase for the improvement of urethanase activity, and the variant obtained provided a good candidate for applications in the food industry.


Assuntos
Agrobacterium tumefaciens , Amidoidrolases , Agrobacterium tumefaciens/genética , Agrobacterium tumefaciens/metabolismo , Amidoidrolases/química , Carcinógenos/metabolismo , Uretana/metabolismo
14.
Expert Opin Drug Discov ; 17(8): 825-837, 2022 08.
Artigo em Inglês | MEDLINE | ID: mdl-35637605

RESUMO

INTRODUCTION: While immunotherapy strategies such as immune checkpoint inhibition and adoptive T cell therapy have become commonplace in cancer therapy, they suffer from limitations, including lack of patient response and toxicity. To wield the maximum potential of the immune system, cancer immunotherapy must integrate novel targets and therapeutic strategies with potential to augment clinical efficacy of currently utilized immunotherapies. PTPN22, a member of the protein tyrosine phosphatase (PTP) superfamily that downregulates T cell signaling and proliferation, has recently emerged as a systemically druggable and novel immunotherapy target. AREAS COVERED: This review describes the basics of PTPN22 structure and function and provides comprehensive insight into recent advances in small molecule PTPN22 inhibitor development and the immense potential of PTPN22 inhibition to synergize with current immunotherapies. EXPERT OPINION: It is apparent that small molecule PTPN22 inhibitors have enormous potential to augment efficacy of current immunotherapy strategies such as checkpoint inhibition and adoptive cell transfer. Nevertheless, several constraints must be overcome before these inhibitors can be applied as useful therapeutics, namely selectivity, potency, and in vivo efficacy.


Assuntos
Imunoterapia , Neoplasias , Humanos , Neoplasias/tratamento farmacológico , Neoplasias/metabolismo , Proteína Tirosina Fosfatase não Receptora Tipo 22/genética , Proteína Tirosina Fosfatase não Receptora Tipo 22/metabolismo , Transdução de Sinais , Linfócitos T
15.
Comput Math Methods Med ; 2022: 5112867, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35371290

RESUMO

Lung nodules are the main lesions of the lung, and conditions of the lung can be directly displayed through CT images. Due to the limited pixel number of lung nodules in the lung, doctors have the risk of missed detection and false detection in the detection process. In order to reduce doctors' work intensity and assist doctors to make accurate diagnosis, a lung nodule segmentation and recognition algorithm is proposed by simulating doctors' diagnosis process with computer intelligent methods. Firstly, the attention mechanism model is established to focus on the region of lung parenchyma. Then, a pyramid network of bidirectional enhancement features is established from multiple body positions to extract lung nodules. Finally, the morphological and imaging features of lung nodules are calculated, and then, the signs of lung nodules can be identified. The experiments show that the algorithm conforms to the doctor's diagnosis process, focuses the region of interest step by step, and achieves good results in lung nodule segmentation and recognition.


Assuntos
Neoplasias Pulmonares , Interpretação de Imagem Radiográfica Assistida por Computador , Algoritmos , Humanos , Pulmão/diagnóstico por imagem , Pulmão/patologia , Neoplasias Pulmonares/diagnóstico por imagem , Neoplasias Pulmonares/patologia , Interpretação de Imagem Radiográfica Assistida por Computador/métodos , Tomografia Computadorizada por Raios X/métodos
16.
Med Sci Sports Exerc ; 54(8): 1309-1316, 2022 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-35389955

RESUMO

PURPOSE: This study aimed to identify the relationship and mechanism between skeletal muscle peroxisome proliferator-activated receptor ß/δ (PPARß/δ) and spontaneous hypertension. METHODS: Rats were divided into four groups ( n = 10): spontaneous hypertensive rats exercise group (SHR-E), spontaneous hypertensive rats sedentary group (SHR-S), Wistar-Kyoto control rats exercise group (WKY-E), and Wistar-Kyoto control rats sedentary group (WKY-S). Although the sedentary groups were placed on the treadmill without moving during the training sessions, the exercise groups were forced to run on a treadmill for 8 wk, 1 h·d -1 , 5 d·wk -1 . After training, the density and area of gastrocnemius microvessels were observed. PPARß/δ, vascular endothelial growth factor A (VEGFA), superoxide dismutase 2 (SOD-2), and nitric oxide synthase in gastrocnemius were measured by real-time quantitative polymerase chain reaction (RT-qPCR) and Western blot. RESULTS: Except the sixth week of age, the systolic blood pressure of SHR-S was significantly higher than that of WKY-S at all time periods. Exercise significantly reduced systolic blood pressure in SHR rats. Compared with the SHR-S group, the WKY-S group had significantly higher PPARß/δ protein level and density of skeletal muscle microvessels. Eight weeks of exercise increased the PPARß/δ, SOD-2, VEGFA, and microvessel density and area in the skeletal muscle of SHR. CONCLUSIONS: Exercise training promoted PPARß/δ mRNA and protein-level expression of PPARß/δ, SOD-2 and VEGFA in skeletal muscle, thus increasing the density and area of skeletal muscle blood vessels. These regulations contribute to the reduction of peripheral vascular resistance. This may be a potential mechanism of exercise to reduce blood pressure.


Assuntos
Hipertensão , PPAR delta , PPAR beta , Condicionamento Físico Animal , Animais , Pressão Sanguínea/fisiologia , Músculo Esquelético/metabolismo , PPAR delta/metabolismo , PPAR beta/metabolismo , Condicionamento Físico Animal/fisiologia , Ratos , Ratos Endogâmicos SHR , Ratos Endogâmicos WKY , Superóxido Dismutase/metabolismo , Fator A de Crescimento do Endotélio Vascular/metabolismo
17.
Molecules ; 26(21)2021 Nov 04.
Artigo em Inglês | MEDLINE | ID: mdl-34771087

RESUMO

The endocannabinoid system plays an essential role in the regulation of analgesia and human immunity, and Cannabinoid Receptor 2 (CB2) has been proved to be an ideal target for the treatment of liver diseases and some cancers. In this study, we identified CB2 antagonists using a three-step "deep learning-pharmacophore-molecular docking" virtual screening approach. From the ChemDiv database (1,178,506 compounds), 15 hits were selected and tested by radioligand binding assays and cAMP functional assays. A total of 7 out of the 15 hits were found to exhibit binding affinities in the radioligand binding assays against CB2 receptor, with a pKi of 5.15-6.66, among which five compounds showed antagonistic activities with pIC50 of 5.25-6.93 in the cAMP functional assays. Among these hits, Compound 8 with the 4H-pyrido[1,2-a]pyrimidin-4-one scaffold showed the best binding affinity and antagonistic activity with a pKi of 6.66 and pIC50 of 6.93, respectively. The new scaffold could serve as a lead for further development of CB2 drugs. Additionally, we hope that the model in this study could be further utilized to identify more novel CB2 receptor antagonists, and the developed approach could also be used to design potent ligands for other therapeutic targets.


Assuntos
Descoberta de Drogas , Ligantes , Simulação de Acoplamento Molecular , Simulação de Dinâmica Molecular , Receptor CB2 de Canabinoide/química , Aminoácidos , Sítios de Ligação , Biologia Computacional/métodos , Aprendizado Profundo , Descoberta de Drogas/métodos , Humanos , Conformação Molecular , Estrutura Molecular , Ligação Proteica , Relação Quantitativa Estrutura-Atividade , Receptor CB2 de Canabinoide/antagonistas & inibidores , Bibliotecas de Moléculas Pequenas , Fluxo de Trabalho
18.
Sci Rep ; 11(1): 21903, 2021 11 09.
Artigo em Inglês | MEDLINE | ID: mdl-34754020

RESUMO

Spinal cord injury (SCI) is often accompanied by muscle atrophy; however, its underlying mechanisms remain unclear. Here, the molecular mechanisms of muscle atrophy following SCI were investigated. The GSE45550 gene expression profile of control (before SCI) and experimental (14 days following SCI) groups, consisting of Sprague-Dawley rat soleus muscle (n = 6 per group), was downloaded from the Gene Expression Omnibus database, and then differentially expressed gene (DEG) identification and Gene Ontology, pathway, pathway network, and gene signal network analyses were performed. A total of 925 differentially expressed genes, 149 biological processes, and 55 pathways were screened. In the pathway network analysis, the 10 most important pathways were citrate cycle (TCA cycle), pyruvate metabolism, MAPK signalling pathway, fatty acid degradation, propanoate metabolism, apoptosis, focal adhesion, synthesis and degradation of ketone bodies, Wnt signalling, and cancer pathways. In the gene signal network analysis, the 10 most important genes were Acat1, Acadvl, Acaa2, Hadhb, Acss1, Oxct1, Hadha, Hadh, Acaca, and Cpt1b. Thus, we screened the key genes and pathways that may be involved in muscle atrophy after SCI and provided support for finding valuable markers for this disease.


Assuntos
Biologia Computacional/métodos , Perfilação da Expressão Gênica , Atrofia Muscular/genética , Traumatismos da Medula Espinal/complicações , Animais , Ontologia Genética , Atrofia Muscular/complicações , Ratos , Ratos Sprague-Dawley , Reação em Cadeia da Polimerase em Tempo Real
19.
J Clin Invest ; 2021 Jul 20.
Artigo em Inglês | MEDLINE | ID: mdl-34283806

RESUMO

Both epidemiologic and cellular studies in the context of autoimmune diseases have established that protein tyrosine phosphatase non-receptor type 22 (PTPN22) is a key regulator of T cell receptor (TCR) signaling. However, its mechanism of action in tumors and its translatability as a target for cancer immunotherapy have not been established. Here we show that a germline variant of PTPN22, rs2476601, portended a lower likelihood of cancer in patients. PTPN22 expression was also associated with markers of immune regulation in multiple cancer types. In mice, lack of PTPN22 augmented antitumor activity with greater infiltration and activation of macrophages, natural killer (NK) cells, and T cells. Notably, we generated a novel small molecule inhibitor of PTPN22, named L-1, that phenocopied the antitumor effects seen in genotypic PTPN22 knockout. PTPN22 inhibition promoted activation of CD8+ T cells and macrophage subpopulations toward MHC-II expressing M1-like phenotypes, both of which were necessary for successful antitumor efficacy. Increased PD1-PDL1 axis in the setting of PTPN22 inhibition could be further leveraged with PD1 inhibition to augment antitumor effects. Similarly, cancer patients with the rs2476601 variant responded significantly better to checkpoint inhibitor immunotherapy. Our findings suggest that PTPN22 is a druggable systemic target for cancer immunotherapy.

20.
J Biosci Bioeng ; 132(3): 220-225, 2021 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-34148792

RESUMO

Ethyl carbamate (EC), widely found in alcoholic beverages, has been revealed to be a probable carcinogen in humans. Urethanase (EC 3.5.1.75) is an effective enzyme for the degradation of EC; however, the previously identified urethanases exhibited insufficient acid and alcohol resistance. In this study, an enantioselective amidase (AmdA) screened from Agrobacterium tumefaciens d3 exhibited urethanase activity with excellent alcohol resistance. AmdA was first overexpressed in Escherichia coli; however, the recombinant protein was primarily located in inclusion bodies, and thus, co-expression of molecular chaperones was used. The activity of AmdA increased 3.1 fold to 307 U/L, and the specific activity of urethanase with C-terminal His-tags reached 0.62 U/mg after purification through a Ni-NTA column. Subsequently, the enzymatic properties and kinetic constants of AmdA were investigated. The optimum temperature for AmdA was 55 °C, it showed the highest activity at pH 7.5, and the Km was 0.964 mM. Moreover, after 1 h of heat treatment at 37 °C in a 5-20% (v/v) ethanol solution, the residual urethanase activity was higher than 91%, considerably more than that reported thus far.


Assuntos
Agrobacterium tumefaciens , Uretana , Amidoidrolases , Carbamatos , Etanol , Humanos
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