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1.
Artigo em Inglês | MEDLINE | ID: mdl-38518147

RESUMO

Context: The incidence of tuberculosis (TB) complicated by lung cancer has been increasing yearly worldwide. The overlapping effects of these two diseases leads to difficulties in clinical treatment and care. Single-care modalities fail to meet the clinical-care requirements of these complex diseases for both psychological and physical treatment. Objective: The study intended to evaluate the clinical efficacy of integrated nursing plus a psychological intervention for patients with TB complicated by lung cancer. Design: The research team conducted a randomized controlled study. Setting: The study took place at the Affiliated Hospital of Hebei University in Baoding, Hebei, China. Participants: Participants were 60 patients with pulmonary TB complicated by lung cancer who received treatment at the hospital between January 2022 and December 2022. Interventions: The research team randomly assigned participants to one of two groups, each with 30 participants: (1) the control group, who received integrated nursing and (2) the intervention group who received integrated nursing plus a psychological intervention. Outcome Measures: The research team evaluated: (1) short-term clinical efficacy; (2) quality of life, using the Medical Outcomes Study's (MOS') 36-item Short-form Health Survey (SF-36); (3) levels of anxiety and depression, using the Self-Rating Anxiety Scale (SAS) and Self-Rating Depression Scale (SDS), respectively; and (4) nursing satisfaction. Results: No significant differences existed between the groups in demographic or clinical characteristics at baseline (P > .05). Compared to the control group, the intervention group's; (1) short-term clinical efficacy was significantly higher (P = .035); (2) scores on the SF-36 were significantly higher (all P < .001; (3) scores on the SAS and SDS were significantly lower (both P < .001); and (4) nursing satisfaction was significantly higher (P = .000). Conclusions: Integrated nursing plus psychological intervention can improve the quality of life of patients with TB complicated by lung cancer, alleviate their negative emotions, and enhance nursing satisfaction, thereby promoting patients' recoveries.

2.
Cancer Sci ; 113(1): 79-90, 2022 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-34706132

RESUMO

Osimertinib is a third-generation epidermal growth factor receptor tyrosine kinase inhibitor (EGFR-TKI) for lung adenocarcinoma (LUAD) harboring activating mutations, but patients ultimately develop acquired resistance. Circular RNAs are involved in EGFR-TKI resistance, while the role of hsa_circ_0005576 in the osimertinib resistance of LUAD remains unknown. In this study, we demonstrated that hsa_circ_0005576 could facilitate osimertinib-resistant LUAD cells. Briefly, knockdown of hsa_circ_0005576 not only suppressed the proliferation and promoted the apoptosis of resistant LUAD cells, but also increased their sensitivity to osimertinib. Mechanistically, hsa_circ_0005576, serving as an miRNA sponge, could directly interact with miR-512-5p and subsequently upregulate the miR-512-5p-targeted insulin-like growth factor 1 receptor. Rescue assays indicated that miR-512-5p inhibition could reverse the effects of hsa_circ_0005576 knockdown in LUAD cells resistant to osimertinib. Overall, our study revealed that hsa_circ_0005576 regulates proliferation and apoptosis through miR-512-5p/IGF1R signaling, which contributes further to the resistance of LUAD cells to osimertinib. In addition, this study provides a novel insight into the mechanisms underlying osimertinib resistance of LUAD.


Assuntos
Adenocarcinoma de Pulmão/patologia , Resistencia a Medicamentos Antineoplásicos , Neoplasias Pulmonares/patologia , MicroRNAs/genética , RNA Circular/genética , Receptor IGF Tipo 1/genética , Acrilamidas/farmacologia , Acrilamidas/uso terapêutico , Adenocarcinoma de Pulmão/tratamento farmacológico , Adenocarcinoma de Pulmão/genética , Compostos de Anilina/farmacologia , Compostos de Anilina/uso terapêutico , Animais , Linhagem Celular Tumoral , Feminino , Regulação Neoplásica da Expressão Gênica/efeitos dos fármacos , Humanos , Neoplasias Pulmonares/tratamento farmacológico , Neoplasias Pulmonares/genética , Camundongos , Transplante de Neoplasias , Regulação para Cima
3.
Opt Express ; 29(5): 7389-7397, 2021 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-33726240

RESUMO

High-power silicon-based photodiodes are key components in many silicon photonics systems, such as microwave photonics systems, an optical interconnection system with multi-level modulation formats, etc. Usually, the saturation power of the silicon-germanium (Si-Ge) photodiode is limited by the space-charge screening (SCS) effect and the feasibility of the fabrication process. Here, we propose a high saturation power Si-Ge photodiode assisted by doping regulation. Through alleviating the SCS effect of the photodiode, we successfully demonstrate an 85.7% improvement on the saturation power and a 57% improvement on the -1 dB compression photocurrent. The proposed high-power Si-Ge photodiode requires no specific fabrication process and will promote the low-cost integrated silicon photonics systems for more applications.

4.
Molecules ; 26(17)2021 Aug 26.
Artigo em Inglês | MEDLINE | ID: mdl-34500602

RESUMO

The penetration and displacement behavior of N2 molecules in porous interlayer structures containing a water/salt component with porosities of 4.29%, 4.73%, 5.17%, 7.22%, and 11.38% were explored using molecular dynamics simulations. The results demonstrated that the large porosity of the interlayer structures effectively enhanced the permeation and diffusion characteristics of N2. The water and salt in the interlayer structures were displaced during the injection of N2 in the porosity sequence of 4.29% < 4.73% < 5.17% < 7.22% < 11.38%. The high permeance of 7.12 × 10-6 indicated that the interlayer structures with a porosity of 11.38% have better movability. The strong interaction of approximately 15 kcal/mol between N2 and H2O had a positive effect on the diffusion of N2 and the displacement of H2O before it reached a stable equilibrium state. The distribution of N2 in porous interlayer structures and the relationship between the logarithm of permeability and breakthrough pressure were presented. This work highlighted the effects of porosity on the permeability and diffusion of N2/H2O in the interlayer, thus providing theoretical guidance for the development of petroleum resources.

5.
Knowl Based Syst ; 211: 106528, 2021 Jan 09.
Artigo em Inglês | MEDLINE | ID: mdl-33100594

RESUMO

This study presents a methodology for estimating passenger's spatio-temporal trajectory with personalization and timeliness by using incomplete Wi-Fi probe data in urban rail transit network. Unlike the automatic fare collection data that only records passenger's entries and exits, the Wi-Fi probe data can capture more detailed passenger movements, such as riding a train or waiting on a platform. However, the estimation of spatio-temporal trajectories remains as a challenging task because a few unfavorable situations could result into deficient data. To address this problem, we first describe the Wi-Fi probe data and summarize their common defects. Then, the n-gram method is developed to infer missing spatio-temporal location information. Next, an estimation algorithm is designed to generate feasible spatio-temporal trajectories for each individual passenger by integrating multiple data sources, i.e., urban rail transit network topology, Wi-Fi probe data, train schedules, etc. This proposed method is tested on both simulated data in blind experiments and real-world data from a complex urban rail transit network. The results of case study show that 93% of passengers' unique physical routes can be estimated. Then, for 80% of passengers, the number of feasible spatio-temporal trajectories can be reduced to one or two. Potential applications of the trajectory estimation approach are also identified.

6.
J Med Internet Res ; 22(12): e23696, 2020 12 31.
Artigo em Inglês | MEDLINE | ID: mdl-33302256

RESUMO

BACKGROUND: Considerable research has been devoted to examining the mental health conditions of patients with COVID-19 and medical staff attending to these patients during the COVID-19 pandemic. However, there are few insights concerning how the pandemic may take a toll on the mental health of the general population, and especially of nonpatients (ie, individuals who have not contracted COVID-19). OBJECTIVE: This study aimed to investigate the association between social media use and mental health conditions in the general population based on a national representative sample during the peak of the COVID-19 outbreak in China. METHODS: We formed a national representative sample (N=2185) comprising participants from 30 provinces across China, who were the first to experience the COVID-19 outbreak in the world. We administered a web-based survey to these participants to analyze social media use, health information support received via social media, and possible psychiatric disorders, including secondary traumatic stress (STS) and vicarious trauma (VT). RESULTS: Social media use did not cause mental health issues, but it mediated the levels of traumatic emotions among nonpatients. Participants received health information support via social media, but excessive social media use led to elevated levels of stress (ß=.175; P<.001), anxiety (ß=.224; P<.001), depression (ß=.201; P<.001), STS (ß=.307; P<.001), and VT (ß=.688; P<.001). Geographic location (or geolocation) and lockdown conditions also contributed to more instances of traumatic disorders. Participants living in big cities were more stressed than those living in rural areas (P=.02). Furthermore, participants from small cities or towns were more anxious (P=.01), stressed (P<.001), and depressed (P=.008) than those from rural areas. Obtaining more informational support (ß=.165; P<.001) and emotional support (ß=.144; P<.001) via social media increased their VT levels. Peer support received via social media increased both VT (ß=.332; P<.001) and STS (ß=.130; P<.001) levels. Moreover, geolocation moderated the relationships between emotional support on social media and VT (F2=3.549; P=.029) and the association between peer support and STS (F2=5.059; P=.006). Geolocation also interacted with health information support in predicting STS (F2=5.093; P=.006). CONCLUSIONS: COVID-19 has taken a severe toll on the mental health of the general population, including individuals who have no history of psychiatric disorders or coronavirus infection. This study contributes to the literature by establishing the association between social media use and psychiatric disorders among the general public during the COVID-19 outbreak. The study findings suggest that the causes of such psychiatric disorders are complex and multifactorial, and social media use is a potential factor. The findings also highlight the experiences of people in China and can help global citizens and health policymakers to mitigate the effects of psychiatric disorders during this and other public health crises, which should be regarded as a key component of a global pandemic response.


Assuntos
Ansiedade/epidemiologia , COVID-19/epidemiologia , Saúde Mental/estatística & dados numéricos , Mídias Sociais/estatística & dados numéricos , Inquéritos e Questionários , Adulto , COVID-19/psicologia , China/epidemiologia , Depressão/epidemiologia , Surtos de Doenças , Feminino , Humanos , Masculino , Pandemias , Estresse Psicológico/epidemiologia
7.
J Asthma ; 56(12): 1266-1273, 2019 12.
Artigo em Inglês | MEDLINE | ID: mdl-30395756

RESUMO

Background: In the past few years, growing evidence supports a preventive role of vitamin D supplementation during pregnancy for wheezing or asthma in offspring. However, the optimal dose of vitamin D intake is unclear. We conducted a meta-analysis to examine the linear and nonlinear dose-response pattern of vitamin D intake during pregnancy and asthma or wheezing in offspring. Questions/purposes: The purpose of this study was to answer the following question: Which dose of vitamin D is more effective in preventing wheezing in offspring? Method: We identified relevant studies by searching PubMed, EMBASE and CENTRAL up to December 2017 and by hand-searching reference lists. Meta-analysis and subgroup analysis were performed. Fixed or random effects model linear trends analyses were conducted based on the heterogeneity test. Then, if the data did not show linear trends, we considered a nonlinear trend analysis instead. Results: A total of 6068 participants were included in the study. Our analysis showed an inverse relationship between the intake of vitamin D during pregnancy and the occurrence of wheezing in offspring (pooled OR = 0.68, 95% CI = 0.55-0.83, I2 = 24%, Z statistic = 3.64, p < 0.01). We found a nonlinear U-shaped association between vitamin D supplementation during pregnancy and asthma or wheezing in offspring, with the lowest risk at approximately 800 IU/d. Publication bias was shown in a funnel plot without Egger's test. Conclusions: Vitamin D intake during pregnancy is inversely related to wheezing or asthma in offspring. Furthermore, the trend analysis indicates that offspring may benefit from approximately 800 IU/d vitamin D intake during pregnancy.


Assuntos
Asma/prevenção & controle , Suplementos Nutricionais , Sons Respiratórios/efeitos dos fármacos , Vitamina D/administração & dosagem , Asma/epidemiologia , Pré-Escolar , Estudos de Coortes , Relação Dose-Resposta a Droga , Medicina Baseada em Evidências , Feminino , Humanos , Lactente , Modelos Lineares , Gravidez , Cuidado Pré-Natal/métodos , Prevenção Primária/métodos , Estudos Prospectivos , Ensaios Clínicos Controlados Aleatórios como Assunto , Valores de Referência
8.
Chron Respir Dis ; 16: 1479972318790269, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-30101613

RESUMO

Non-cystic fibrosis (non-CF) bronchiectasis is a condition characterized by an airway inflammatory response to bacterial pathogens. Frequent exacerbations have a major influence on the quality of life. Macrolide antibiotics have not only antibacterial but also immune-regulation effects. It is proved that macrolides have a benefit in preventing exacerbations. However, it is still uncertain whether azithromycin or erythromycin is more effective and safe. The purpose of this study was to answer the following question: Which kind of macrolide antibiotic is more effective and safe in preventing non-CF bronchiectasis exacerbation? We conducted a systematic review to identify randomized clinical trials published up to May 2017 that reported on macrolides for non-CF bronchiectasis and an adjusted indirect treatment comparison (AITC) between macrolides to evaluate their efficacy and safety. The direct comparison meta-analysis found that macrolides decreased the rate of exacerbation of non-CF bronchiectasis (risk ratio (RR) = 0.45; 95% confidence interval (CI) 0.36-0.55) with heterogeneity ( I2 = 63.7%, p = 0.064). The AITC showed that azithromycin had a significantly lower bronchiectasis exacerbation rate than erythromycin (RR = 0.35; 95% CI: 0.403-0.947). Azithromycin increased the risk of diarrhea and abnormal pain. This meta-analysis suggested that long-term treatment with macrolides significantly reduced the incidence of non-CF bronchiectasis exacerbation. Moreover, azithromycin is more efficient than roxithromycin and erythromycin in preventing exacerbation.


Assuntos
Azitromicina/uso terapêutico , Bronquiectasia/tratamento farmacológico , Eritromicina/uso terapêutico , Qualidade de Vida , Adulto , Antibacterianos/uso terapêutico , Bronquiectasia/psicologia , Fibrose/tratamento farmacológico , Fibrose/psicologia , Humanos , Macrolídeos/uso terapêutico
9.
J Biomed Inform ; 57: 20-7, 2015 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-26146158

RESUMO

Based on the latest statistics on trends in cancer incidence and mortality worldwide, cancer burden is growing at an alarming pace. Many anticancer drugs have been proved effective against cancer cells as well as toxic to human tissues, which prevents sufficient doses from being administered to obtain a complete cure. In this paper we build an optimal control model to optimize the scheduling problem along one cycle of chemotherapy treatment using a single anticancer drug etoposide (VP-16). In the model, three mathematic models are adopted to mimic physiological response of body under chemotherapy: (i) Pharmacokinetic model of anticancer drug; (ii) A two-compartment tumor growth dynamic model under the influence of cell-cycle-specific anticancer drugs; and (iii) A semi-mechanistic model for myelosuppression. In this new integrated model clinically relevant objectives are proposed to gain a trade-off between efficacy and toxicity. Simulation results of clinical protocols are consistent with real-life clinical data. Furthermore, we find a new optimal drug regimen which can improve the efficacy without the risk of severe toxicity.


Assuntos
Antineoplásicos/efeitos adversos , Modelos Teóricos , Neutropenia/induzido quimicamente , Antineoplásicos/uso terapêutico , Etoposídeo/efeitos adversos , Etoposídeo/uso terapêutico , Humanos , Neoplasias/tratamento farmacológico
10.
Zhong Nan Da Xue Xue Bao Yi Xue Ban ; 39(7): 698-702, 2014 Jul.
Artigo em Zh | MEDLINE | ID: mdl-25080906

RESUMO

OBJECTIVE: To determine the protective effect of zero-balanced ultrafiltration and modified ultrafiltration on infants' pulmonary function after cardiac surgery. METHODS: Sixty infants with congenital heart diseases were randomly divided into 3 groups: a zero-balanced ultrafiltration group (Z group), a modified ultrafiltration group (M group) and a zero-balanced ultrafiltration with modified ultrafiltration group (Z+M group). Oxygenation index (OI), difference of alveoli-arterial oxygen pressure (P(A-α)O2), static lung compliance (Cstat), and airway resistance (Raw) were measured before caridopulmonary bypass (CPB, T1), 20 minutes after the CPB (T2), 2 h after the operation (T3), 6 h after the operation (T4) and 12 h after the operation (T5). The time of mechanical ventilation was also monitored. RESULTS: After the CPB, OI and Cstat in all groups decreased significantly, while Raw and P(A-α)O2 increased significantly. At T3, T4 and T5, OI and Cstat in the Z+M group were significantly higher than those in the Z group and the M group (P<0.05), Raw and P(A-α)O2 in the Z+M group were significantly lower than those in the Z group and the M group (P<0.05). The ventilation time in the Z+M group was significantly shorter than that in the Z group and the M group (P<0.05). CONCLUSION: Zero-balanced ultrafiltration and modified ultrafiltration can effectively promote the pulmonary function after cardiac surgery in infants.


Assuntos
Procedimentos Cirúrgicos Cardíacos , Pulmão/fisiologia , Ultrafiltração , Cardiopatias Congênitas/cirurgia , Humanos , Lactente , Testes de Função Respiratória
11.
Zhong Nan Da Xue Xue Bao Yi Xue Ban ; 39(8): 802-6, 2014 Aug.
Artigo em Zh | MEDLINE | ID: mdl-25202948

RESUMO

OBJECTIVE: To investigate the protective effect of combined administration of verapamil and nitroglycerin on the function of canine transplanted lungs. METHODS: Twenty orthotopic left lung transplantations were performed in 40 canines, which were randomly divided into 4 groups. In group I (control), the donor lungs were perfused and preserved with LPD solution, while group II with LPD solution plus verapamil 0.1 g/L, group III with LPD solution plus nitroglycerin 0.1g/L, and group IV with LPD solution plus verapamil 0.1 g/L and nitroglycerin 0.1 g/L. Hemodynamics and graft gas exchange were assessed 0, 2 and 4 h after the operation. The lung grafts were harvested to measure the wet/dry weight ratio, malondialdehyde (MDA) contents and superoxide dismutase (SOD) activity. RESULTS: Compared with group I, II and III, the mean pulmonary artery pressure (MPAP), pulmonary vascular resistance index (PVRI), partial pressure of oxygen in arterial blood (PaO2), dynamic compliance (Cdyn) and alveolar-arterial oxygen tension volume [P(A- a)O2] in group IV were improved significantly (P<0.05). No significant difference in the partial pressure of carbondioxide (PaCO2) and peak inspiratory pressure (PIP) was observed in the 4 groups (P>0.05). In group IV, the wet/dry weight ratio and MDA contents were lower than those in the other 3 groups, and the SOD activity was significantly higher than that of the other 3 groups (P<0.05). CONCLUSION: Verapamil and nitroglycerin in LPD solution can protect the respiratory function of canine lung grafts by attenuating pulmonary edema and oxidative stress.


Assuntos
Transplante de Pulmão , Nitroglicerina/farmacologia , Preservação de Órgãos , Verapamil/farmacologia , Animais , Gasometria , Cães , Hemodinâmica , Pulmão , Substâncias Protetoras , Traumatismo por Reperfusão
12.
Heliyon ; 10(8): e29040, 2024 Apr 30.
Artigo em Inglês | MEDLINE | ID: mdl-38638987

RESUMO

Many studies have examined the influence of digital technologies, such as robots and artificial intelligence, on enterprise labor, but few have investigated the underlying mechanisms and impact paths of digital empowerment on labor employment. Therefore, this study uses data on manufacturing enterprises listed on China's Shanghai and Shenzhen A-share markets from 2011 to 2020, and applies a panel fixed effect model to test the relationship between digital empowerment and labor employment, and the mechanisms underlying this relationship. We find that digital empowerment increases labor employment. However, the effects are heterogeneous: firms with better corporate governance, more competitive industry, and less favorable regional business environments are more motivated to optimize the structure of their labor resources. Through robustness test and mediation effect model test, we find that digital empowerment can improve enterprise human capital by increasing economies scale and managerial efficiency, especially the employment of R&D and innovation personnel and management personnel; it can also affect the amount of human capital by improving total factor productivity.

13.
J Med Syst ; 37(3): 9945, 2013 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-23576080

RESUMO

In order to improve the standard of management in hospitals and effectively control the cost of clinical treatments, this research primarily focuses on optimizing the scheduling of clinical pathways (CPs). A mathematical model for CP scheduling is constructed, and the hybrid genetic algorithm (HGA, combining a genetic algorithm with particle swarm optimization) is proposed for solving this problem so as to distribute medical resources and schedule the treatments of patients reasonably and effectively. The optimal search space can be further enlarged by introducing a new mutation mechanism, which allows a more satisfactory solution to be found. In particular, the relative patient waiting time and relative time efficiency are used as measure indexes, which are more scientific and effective than the usual indexes of absolute time and absolute time efficiency. After comparing absolute waiting time, relative waiting time, utilization of absolute waiting time, and utilization of relative waiting time waiting respectively, the conclusion can confidently be drawn that task scheduling obviously enhances patients' time efficiency, reduces time wastage and therefore promotes patient satisfaction with medical processes. Moreover, the patients can to a certain degree move away from their usual passive role in medical processes by using this scheduling system. In order to further validate the rationality and validity of the proposed method, the heuristic rules for CP scheduling are also tested using the same case. The results demonstrate that the proposed HGA achieves superior performance, in terms of precision, over those heuristic rules for CP scheduling. Therefore, we utilize HGA to optimize CP scheduling, thus providing a decision-making mechanism for medical staff and enhancing the efficiency of medical processes. This research has both theoretical and practical significance for electronic CP management, in particular.


Assuntos
Algoritmos , Procedimentos Clínicos , Agendamento de Consultas , Humanos , Modelos Teóricos
14.
Front Microbiol ; 14: 1179414, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37675432

RESUMO

Introduction: With the increasingly serious problem of antiviral drug resistance, drug repurposing offers a time-efficient and cost-effective way to find potential therapeutic agents for disease. Computational models have the ability to quickly predict potential reusable drug candidates to treat diseases. Methods: In this study, two matrix decomposition-based methods, i.e., Matrix Decomposition with Heterogeneous Graph Inference (MDHGI) and Bounded Nuclear Norm Regularization (BNNR), were integrated to predict anti-viral drugs. Moreover, global leave-one-out cross-validation (LOOCV), local LOOCV, and 5-fold cross-validation were implemented to evaluate the performance of the proposed model based on datasets of DrugVirus that consist of 933 known associations between 175 drugs and 95 viruses. Results: The results showed that the area under the receiver operating characteristics curve (AUC) of global LOOCV and local LOOCV are 0.9035 and 0.8786, respectively. The average AUC and the standard deviation of the 5-fold cross-validation for DrugVirus datasets are 0.8856 ± 0.0032. We further implemented cross-validation based on MDAD and aBiofilm, respectively, to evaluate the performance of the model. In particle, MDAD (aBiofilm) dataset contains 2,470 (2,884) known associations between 1,373 (1,470) drugs and 173 (140) microbes. In addition, two types of case studies were carried out further to verify the effectiveness of the model based on the DrugVirus and MDAD datasets. The results of the case studies supported the effectiveness of MHBVDA in identifying potential virus-drug associations as well as predicting potential drugs for new microbes.

15.
PeerJ ; 11: e15889, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37641598

RESUMO

Background: A growing number of experiments have shown that microRNAs (miRNAs) can be used as target of small molecules (SMs) to regulate gene expression for treating diseases. Therefore, identifying SM-related miRNAs is helpful for the treatment of diseases in the domain of medical investigation. Methods: This article presents a new computational model, called NIRBMSMMA (neighborhood-based inference (NI) and restricted Boltzmann machine (RBM)), which we developed to identify potential small molecule-miRNA associations (NIRBMSMMA). First, grounded on known SM-miRNAs associations, SM similarity and miRNA similarity, NI was used to predict score of an unknown SM-miRNA pair by reckoning the sum of known associations between neighbors of the SM (miRNA) and the miRNA (SM). Second, utilizing a two-layered generative stochastic artificial neural network, RBM was used to predict SM-miRNA association by learning potential probability distribution from known SM-miRNA associations. At last, an ensemble learning model was conducted to combine NI and RBM for identifying potential SM-miRNA associations. Results: Furthermore, we conducted global leave one out cross validation (LOOCV), miRNA-fixed LOOCV, SM-fixed LOOCV and five-fold cross validation to assess performance of NIRBMSMMA based on three datasets. Results showed that NIRBMSMMA obtained areas under the curve (AUC) of 0.9912, 0.9875, 0.8376 and 0.9898 ± 0.0009 under global LOOCV, miRNA-fixed LOOCV, SM-fixed LOOCV and five-fold cross validation based on dataset 1, respectively. For dataset 2, the AUCs are 0.8645, 0.8720, 0.7066 and 0.8547 ± 0.0046 in turn. For dataset 3, the AUCs are 0.9884, 0.9802, 0.8239 and 0.9870 ± 0.0015 in turn. Also, we conducted case studies to further assess the predictive performance of NIRBMSMMA. These results illustrated the proposed model is a useful tool in predicting potential SM-miRNA associations.


Assuntos
Aprendizagem , MicroRNAs , Área Sob a Curva , MicroRNAs/genética , Redes Neurais de Computação , Probabilidade
16.
Sci Total Environ ; 873: 162355, 2023 May 15.
Artigo em Inglês | MEDLINE | ID: mdl-36822419

RESUMO

This study was to evaluate the feasibility of controlling carcinogenic nitrosodiethylamine (NDEA) formation from greenhouse gas adsorbent 3-diethylaminopropylamine (DEAPA) by pre-O3 in subsequent chlorination/chloramination processes. The result indicated that the NDEA yields (0.4 %) during chlorination was 1.3 times of that during chloramination (0.3 %); pre-oxidation with 4 mg/L O3 significantly cut down its formation; the reduction rates were up to 67.5 and 48.5 %, respectively. OH scavenger greatly augmented the final NDEA amount from 1.86 to 5.05 µg/L during ozonation, while its roles on subsequent processes differed with disinfection methods as well as O3(g) dosages. Most of co-existed substances inhibited NDEA generation, except NO2-, CO32- and SO42-, which slightly promoted during ozonation. Basing on Gaussian calculation, GC/MS and UPLC-Q-TOF-MS analysis, the influencing mechanisms of pre-O3 on NDEA formation in subsequent disinfection processes were proposed. In addition, the calculated toxicity analysis as well as the whole toxicity was applied to evaluate the possibility of pre-O3 on risk control.


Assuntos
Gases de Efeito Estufa , Ozônio , Poluentes Químicos da Água , Purificação da Água , Desinfecção/métodos , Dietilnitrosamina , Carcinógenos/toxicidade , Halogenação , Purificação da Água/métodos , Poluentes Químicos da Água/toxicidade , Poluentes Químicos da Água/análise
17.
Sci Rep ; 12(1): 14729, 2022 08 30.
Artigo em Inglês | MEDLINE | ID: mdl-36042374

RESUMO

Previous literatures have suggested the importance of inflammatory response during lung adenocarcinoma (LUAD) development. This study aimed at exploring the inflammation-related genes and developing a prognostic signature for predicting the prognosis of LUAD. Survival­associated inflammation-related genes were identified by univariate Cox regression analysis in the dataset of The Cancer Genome Atlas (TCGA). The least absolute shrinkage and selection operator (LASSO) penalized Cox regression model was used to derive a risk signature which is significantly negatively correlated with OS and divide samples into high-, medium- and low-risk group. Univariate and multivariate Cox analyses suggested that the level of risk group was an independent prognostic factor of the overall survival (OS). Time-dependent receiver operating characteristic (ROC) curve indicated the AUC of 1-, 3- and 5-years of the risk signature was 0.715, 0.719, 0.699 respectively. A prognostic nomogram was constructed by integrating risk group and clinical features. The independent dataset GSE30219 of Gene Expression Omnibus (GEO) was used for verification. We further explored the differences among risk groups in Gene set enrichment analysis (GSEA), tumor mutation and tumor microenvironment. Furthermore, Single Sample Gene Set Enrichment Analysis (ssGSEA) and the results of Cell-type Identification By Estimating Relative Subsets Of RNA Transcripts (CIBERSORT) suggested the status of immune cell infiltration was highly associated with risk groups. We demonstrated the prediction effect of CTLA-4 and PD-1/PD-L1 inhibitors in the low-risk group was better than that in the high-risk group using two methods of immune score include immunophenoscore from The Cancer Immunome Atlas (TCIA) and TIDE score from Tumor Immune Dysfunction and Exclusion (TIDE). In addition, partial targeted drugs and chemotherapy drugs for lung cancer had higher drug sensitivity in the high-risk group. Our findings provide a foundation for future research targeting inflammation-related genes to predictive prognosis and some reference significance for the selection of immunotherapy and drug regimen for lung adenocarcinoma.


Assuntos
Adenocarcinoma de Pulmão , Neoplasias Pulmonares , Adenocarcinoma de Pulmão/patologia , Regulação Neoplásica da Expressão Gênica , Humanos , Inflamação/genética , Estimativa de Kaplan-Meier , Neoplasias Pulmonares/patologia , Prognóstico , Microambiente Tumoral
18.
J Immunol Res ; 2022: 8023915, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36033392

RESUMO

Colorectal cancer (CRC) is a common malignant tumor, and its incidence ranks third and mortality rate ranks second in the world. Cisplatin cannot target CRC cells and has notable toxicity, which significantly limits its clinical application. The emerging PEGylated nanodrug delivery system can improve circulation time and enhance tumor targeting. In this study, the HA-mPEG-Cis NPs were synthesized by self-assembly, which can target CD44-positive CRC cells and dissolve the PEG hydration layer responsive to the weakly acidic tumor environment. The average hydrodynamic diameter of HA-mPEG-Cis NPs was 48 nm with the polydispersity index of 0.13. The in vitro cisplatin release was in a pH-responsive manner. The HA-mPEG-Cis NPs group showed the highest apoptosis rate (25.1%). The HA-mPEG-Cis NPs exhibited antitumor efficacy via the PI3K/AKT/mTOR signaling pathway. The HA-mPEG-Cis NPs showed the lowest tumor volume and weight among all the groups in CT26 cell-bearing mouse model. The HA-mPEG-Cis nanodrug delivery system not only increases the stability and circulation time but also reduces the side effects of loaded cisplatin. Overall, the in vitro and in vivo experiments confirmed the satisfied antitumor efficacy of HA-mPEG-Cis NPs. Therefore, this study provides a rational design for application of pH-responsive HA-mPEG-Cis nanodrug delivery system in the future.


Assuntos
Neoplasias Colorretais , Nanopartículas , Animais , Linhagem Celular Tumoral , Cisplatino , Concentração de Íons de Hidrogênio , Camundongos , Camundongos Endogâmicos BALB C , Fosfatidilinositol 3-Quinases , Polietilenoglicóis
19.
Math Biosci Eng ; 19(6): 6186-6203, 2022 Apr 15.
Artigo em Inglês | MEDLINE | ID: mdl-35603397

RESUMO

In this work, the numerical simulation study of the hydrothermal flow and heat transfer process in the porous rock under 30 MPa pressure was developed. The flow and heat transfer characteristics of hydrothermal in rocks with different porosities are studied by changing the porosity of the rock. The simulation results show that the average flow velocity decreases and the average temperature increases when the porosity decreases. The velocity field and temperature field are coupled due to the nonlinear thermophysical properties of hydrothermal. The velocity field and temperature field have strongly interacted in the range of 400-450 ℃ and the effect of temperature on velocity is gradually diminishing outside the range. Most of the fluid will be "squeezed" into the crevice and the average velocity is almost three times the no-creviced case when a crevice is present. The existence of the crevice makes the total heat flux decrease from an overall perspective, and the crevice makes a large temperature gradient at the entrance and export of the crevice from a local perspective. These results provide theoretical support for the utilization of submarine hydrothermal fluid shallow circulation heat energy.

20.
Sci Total Environ ; 825: 153881, 2022 Jun 15.
Artigo em Inglês | MEDLINE | ID: mdl-35182642

RESUMO

Aliphatic amines, common constituents that contribute to dissolved organic nitrogen (DON), can quickly react with ozone due to the lone electron pair on the nitrogen atom and this may produce carcinogen N-Nitrosodimethylamine (NDMA). 3-(Dimethylamino)-1-propylamine (DMAPA) was chosen as a representative to elucidate the NDMA formation characteristics, kinetic rates, reaction pathways, and influencing factors during ozonation in this study. The results demonstrated that NDMA generated directly from DMAPA during ozonation. Moreover, the NDMA yields increased with ozone dosages. The NDMA molar yield increased and then decreased when the pH raised from 5 to 9, achieving the maximum value at pH 8. Hydroxyl radical (∙OH) played a promotional role in NDMA formation, and its scavenger dramatically cut down its yields. Low levels of Br- facilitated NDMA formation, while the value significantly reduced when Br- was up to 1 mM. The NDMA amount was slightly raised by NO2-, but it was inhibited by NH4+ and NO3-. Moreover, it was also depressed by co-existing components in actual lake water. Based on the result of the Gaussian calculation, the LC-MS/MS and GC-MS analysis, four possible transformation pathways were proposed. The radical recombination was verified to be the primary pathway for ozone promoting NDMA formation from DMAPA.


Assuntos
Ozônio , Poluentes Químicos da Água , Purificação da Água , Arsenicais , Cromatografia Líquida , Dimetilnitrosamina/análise , Ozônio/análise , Espectrometria de Massas em Tandem , Poluentes Químicos da Água/análise , Purificação da Água/métodos
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