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BACKGROUND: The evaluation of particle-bound mercury (PBM) exposure is a crucial aspect of assessing the global cycle of mercury (Hg) and its adverse effects on human health and ecosystems. Nevertheless, the precise and reliable measurement of PBM remains a formidable task because of the costly and cumbersome equipment required, as well as the inadequate sensitivities exhibited by current analytical techniques. In this study, we provided a unique and straightforward approach utilising filter fiber-assisted matrix solid-phase dispersion (FF-MSPD) in conjunction with single-drop solution electrode discharge-induced cold vapor generation atomic fluorescence spectrometry (SD-SEGD-CVG-AFS) for the precise quantification of PBM. The PBM contained in a small filter was efficiently extracted with 200 µL of eluent (0.2 % L-cysteine and 4 % HCOOH) by FF-MSPD and subsequently converted to Hg0 using SD-SEGD-CVG, before being subjected to examination using AFS. RESULTS: The resulted limit of detection (LOD, 3σ) was 0.17 pg m-3, obtained with a sample volume of 12 m3, which was much higher than that of the techniques published in the literatures. The aforementioned technique was effectively utilised for the detection of mercury in 19 samples of PM2.5 and PM10 which were collected over a span of several months. SIGNIFFCANCE: Contrast to conventional methods, the proposed method offers a range of distinct advantages, including simplified operation, absence of memory effects, enhanced sensitivity, substantial reduction in reagent usage, and decreased secondary pollution. These advantages are particularly valuable for advancing research on the fate, transport, and exposure routes of environmental mercury.
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AIMS: This study sought to assess the effect of treatment of sacubitril/valsartan (S/V) on improving cardiac function and reversing cardiac remodelling in patients with acute coronary syndrome (ACS) complicated with heart failure with reduced ejection fraction after percutaneous coronary intervention (PCI). METHODS AND RESULTS: We enrolled 275 ACS patients with reduced left ventricular ejection fraction after PCI. The patients were divided into the routine and S/V groups according to the treatment drugs. The symptoms, N-terminal pro-brain natriuretic peptide (NT-proBNP) concentrations, echocardiographic parameters [left ventricular ejection fraction (LVEF), left ventricular mass index (LVMI), left ventricular end-diastolic volume index (LVEDVI), and left ventricular end-systolic volume index (LVESVI)], major adverse cardiac events (MACEs), and adverse reactions were recorded at baseline and 6 months after treatment when a clinical follow-up was performed. The S/V group was further divided into prespecified subgroups including unstable angina (UA) group, non-ST-elevation myocardial infarction (NSTEMI) group, and ST-elevation myocardial infarction (STEMI) group according to the type of ACS. We analysed the changes in LVEF, LVMI, LVEDVI, LVESVI, and NT-proBNP in both groups and evaluated the correlation between the changes in the above variables (ΔLVEF, ΔLVMI, ΔLVEDVI, ΔLVESVI, and ΔNT-proBNP). Cox regression model was used to assess the independent risk factors of MACE. Prespecified subgroup analyses were also conducted. Compared with baseline, LVEF increased significantly (P < 0.05), NT-proBNP, LVMI, and LVESVI decreased significantly in both groups after 6 months (P < 0.05), and LVEDVI decreased significantly in the S/V group (P = 0.001). In the S/V group, ΔLVEF (t = -2.745, P = 0.006), ΔNT-proBNP (P = 0.009), ΔLVEDVI (t = 4.203, P = 0.001), and ΔLVESVI (t = 3.907, P = 0.001) were significantly improved than those in the routine group. In the S/V group, ΔLVEF was negatively correlated with ΔNT-proBNP (r = -0.244, P = 0.004), ΔLVMI (r = -0.190, P = 0.028), ΔLVEDVI (r = -0.173, P = 0.045), and ΔLVESVI (r = -0.261, P = 0.002). In Cox regression model analysis, ΔLVEF {hazard ratio [HR] = 0.87 [95% confidence interval (CI) 0.80-0.95], P = 0.003}, ΔLVEDVI [HR = 1.04 (95% CI 1.01-1.06), P = 0.013], and ΔLVESVI [HR = 1.04 (95% CI 1.01-1.08), P = 0.026] were independent risk factors for MACE. Subgroup analysis showed that ΔLVEF (t = 6.290, P = 0.001), ΔLVEDVI (t = 2.581, P = 0.011), and ΔNT-proBNP (P = 0.019) in the NSTEMI group were significantly improved than those in the UA group, ΔLVEDVI in the NSTEMI group was significantly better than that in the STEMI group (t = -3.365, P = 0.001), and ΔLVEF in the STEMI group was significantly better than that in the UA group (t = -3.928, P = 0.001). There was a significant difference in the survival probability without MACE among the three groups in the analysis of the Kaplan-Meier curve (P = 0.042). The incidence of MACE in the UA group was significantly higher than that in the NSTEMI group (32.4% vs. 6.3%, P = 0.004). CONCLUSIONS: The cardiac function is improved and cardiac remodelling is reversed significantly after treatment of S/V in ACS patients with reduced left ventricular ejection fraction after PCI, and the improvement is more obvious than the routine group. There is a significant negative correlation between the change in LVEF and the changes in NT-proBNP, LVMI, LVEDVI, and LVESVI. The increase of LVEF and the decrease of LVEDVI and LVESVI are protective factors to improve the prognosis. Patients with myocardial infarction and reduced left ventricular ejection fraction might benefit more from the initiation of S/V as first-line heart failure treatment after PCI.
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Síndrome Coronariana Aguda , Aminobutiratos , Compostos de Bifenilo , Insuficiência Cardíaca , Infarto do Miocárdio sem Supradesnível do Segmento ST , Intervenção Coronária Percutânea , Infarto do Miocárdio com Supradesnível do Segmento ST , Disfunção Ventricular Esquerda , Humanos , Volume Sistólico , Função Ventricular Esquerda , Remodelação Ventricular , ValsartanaRESUMO
INTRODUCTION: The study aims to compare the real-world effectiveness and economy of the budesonide/formoterol reliever and maintenance therapy (SMART) with fixed-dose inhaled corticosteroids (ICS)/long-acting b-agonist (LABA) or ICS alone plus as-needed, short-acting ß2 agonists (SABA) in pediatric patients. METHODS: The outpatient data warehouse of a hospital in China was used. A total of 103 patients under 18 years old in the SMART group and 63 patients in the control group were included from January 1, 2020 to December 31, 2021. The effectiveness was assessed using asthma attacks and lung function at baseline, 6 months and 12 months follow-up. Cost-effectiveness analysis was performed with a three-state Markov model from the healthcare system perspective. One-way sensitivity analyses and probabilistic sensitivity analyses were performed to check the robustness of the results. RESULTS: The SMART regimen was more effective than other strategies in reducing the risk of mild and severe attacks in the real-life management of childhood asthma. Patients in both groups showed significant improvement in lung function at 6 and 12 months in contrast to baseline. Compared with other strategies, the forced expiratory volume in 1 s (FEV1 ) level in the SMART group was markedly improved at 6 months. The total cost of outpatient service using the SMART regimen was lower than that of other strategies, while the drug costs were similar in different groups. Incremental cost-effectiveness analysis results showed that using the SMART regimen reduced the total cost by approximately CNY 10,516.11 per year with a 0.12 quality-adjusted life year (QALYs) increase. Sensitive analyses supported that the SMART regimen was the dominant choice at the willingness-to-pay threshold of CNY 85,698, per capita GDP in China. CONCLUSIONS: Collectively, our findings indicate that the real-world effectiveness and economy of the SMART regimen are superior to the traditional strategies in pediatric asthma patients.
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Antiasmáticos , Asma , Humanos , Criança , Adolescente , Budesonida/uso terapêutico , Etanolaminas/uso terapêutico , Combinação de Medicamentos , Asma/tratamento farmacológico , Combinação Budesonida e Fumarato de Formoterol/uso terapêutico , Corticosteroides/uso terapêutico , Administração por Inalação , Fumarato de Formoterol/uso terapêutico , Antiasmáticos/uso terapêutico , Broncodilatadores/uso terapêuticoRESUMO
With global climate change and rapid urbanization, the prevalence of allergic diseases caused by pollen is rising dramatically worldwide with unprecedented complexity and severity, especially for children in mega-cities. However, because of the lack of long time-series pollen concentrations data, the accurate evaluation of the impact of pollen on allergic rhinitis (AR) was scarce in the Chinese metropolis. A generalized additive model was used to assess the effect of pollen concentration on pediatric AR outpatient visits in Beijing from 2014 to 2019. A stratified analysis of 10 pollen species and age-gender-specific groups was also conducted during the spring and summer-autumn peak pollen periods separately. Positive associations between pollen concentration and pediatric AR varied with the season and pollen species were detected. Although the average daily pollen concentration is higher during the spring tree pollen peak, the influence was stronger at the summer-autumn weed pollen peak with the maximum relative risk 1.010 (95% CI 1.009, 1.011), which was higher than the greatest relative risk, 1.003 (95% CI 1.002, 1.004) in the spring peak. The significant adverse effects can be sustained to lag10 during the study period, and longer in the summer-autumn peak (lag13) than in the spring peak (lag8). There are thresholds for the health effects and they varied between seasons. The significant effect appeared when the pollen concentration was higher than 3.74 × 105 grain·m-2·d-1 during the spring tree pollen peaks and 4.70 × 104 grain·m-2·d-1 during the summer-autumn weed pollen peaks. The stratified results suggested that the species-specific effects were heterogeneous. It further highlights that enough attention should be paid to the problem of pollen allergy in children, especially school-aged children aged 7-18 years and weed pollen in the summer-autumn peak pollen period. These findings provide a more accurate reference for the rational coordination of medical resources and improvement of public health.
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Alérgenos , Rinite Alérgica , Humanos , Criança , Estudos Retrospectivos , Pequim/epidemiologia , Alérgenos/análise , Pólen/efeitos adversos , Rinite Alérgica/epidemiologia , Estações do AnoRESUMO
Background and objective: Nutritional status assessment in acute coronary syndrome (ACS) patients has been neglected for a long time. The geriatric nutritional risk index (GNRI) is a sensitive indicator for assessing the nutritional status of the elderly. This study aims to explore the association between GNRI and all-cause mortality in the oldest-old patients with ACS. Methods: The patients who met the inclusion criteria were consecutively enrolled from January 2006 to December 2012. Clinical data were collected on admission, and all subjects were followed after being discharged. The nutritional status was evaluated using GNRI. The relationship between GNRI and all-cause mortality was assessed by using different analyses. Results: A total of 662 patients with a mean age of 81.87 ± 2.14 years old were included in our study, and followed (median: 63 months, IQR 51-71). Patients whose GNRI ≤ 98 were reported as at risk of malnutrition (31.11%, n = 206). In multivariable analysis, we found that for each SD increase in GNRI, the risk of all-cause mortality lowered by 23%, and the HR for GNRI ≤ 98 was 1.39 (95% CI 1.04-1.86). After stratifying patients into three groups by tertiles of GNRI, we found that the HRs for tertile 2 and tertile 3 were 1.49 (95% CI 1.02-2.19) and 1.74 (95% CI 1.22-2.50), respectively. The trend test revealed a dose-response relationship between GNRI and all-cause mortality in the oldest-old with ACS. Lastly, in subgroup analyses, we found a reliable association between GNRI and all-cause mortality. Conclusion: Malnutrition is common in the oldest-old patients with ACS, and GNRI could predict their long-term all-cause mortality in a dose-dependent manner. GNRI may be a prospective index for risk-stratification and secondary-prevention in the oldest-old patients with ACS.
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BACKGROUND: Acute coronary syndrome (ACS) and diabetes mellitus (DM) are the leading health risks for the elderly. Triglyceride-glucose (TyG) index is a novel and reliable indicator of insulin resistance (IR). This study aims to explore the relationship between the TyG index and all-cause mortality in oldest-old patients with ACS and DM. METHODS: Seven hundred twenty hospitalized patients with ACS aged ≥ 80 years were enrolled, and 699 patients signed informed consent for the study. During the follow-up period, 37 were lost to follow-up, and the follow-up rate was 94.7%. 231 ACS patients with DM were selected for the study's analyses. Kaplan-Meier curve, Cox regression model and receiver operating characteristic (ROC) curve were used to analyze the association between the TyG index and all-cause mortality. RESULTS: The mean age of participants was 81.58 ± 1.93 years, and 32.47% were women. Compared to TyG tertile 1, the Hazard Ratio (HR) [95% confidence interval (CI)] of all-cause mortality was 2.04 (1.09, 3.81) for TyG tertile 3 in the fully adjusted model. For the TyG index per standard deviation (SD) increment, the HR (95% CI) of all-cause mortality was 1.44 (1.13, 1.83). Further, the association between the TyG index and all-cause mortality was dose-response (P for trend = 0.026). ROC curve analyses indicated that the TyG index outperformed FBG and TG in the prediction of mortality risk and improved the prognostic value of the Gensini score combined with LVEF. CONCLUSION: The TyG index predicts the risk of all-cause mortality in the oldest-old ACS patients with DM.
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Síndrome Coronariana Aguda , Diabetes Mellitus Tipo 2 , Idoso , Humanos , Feminino , Idoso de 80 Anos ou mais , Masculino , Glucose , Fatores de Risco , Triglicerídeos , Síndrome Coronariana Aguda/diagnóstico , Glicemia , BiomarcadoresRESUMO
Purpose: Asthma and recurrent wheezing (RW) have been identified as risk factors for anaphylaxis; however, little is known about the characteristics of anaphylaxis in children with a history of asthma or RW in Chinese children. Patients and Methods: This was a retrospective, observational chart review of children who were diagnosed with anaphylaxis in a tertiary children's hospital between 2014 and 2021. Patients' demographics, symptoms, triggers and presence of physician-diagnosed asthma/RW history were collected from medical charts. Results: A total of 399 anaphylactic reactions in 264 patients were analyzed; 119 patients (45.1%) had a history of asthma/RW. Food was the most common cause (85.5%, 341/399). Compared with patients without a history of asthma/RW, buckwheat-induced anaphylaxis was significantly more common in the asthma/RW group (9.4% vs 0.5%, p < 0.001), patients with a history of asthma/RW had higher rates of oropharyngeal symptoms (17.3% vs 8.6%, p = 0.011) and wheezing (34.5% vs 15.9%, p < 0.001). Ninety-one reactions (22.8%, 91/399) presented as severe anaphylaxis, but no difference existed between asthma/RW and non-asthma/RW groups. Children with a history of asthma/RW were more likely to receive inhaled ß agonists than children without a history of asthma/RW (11.8% vs 2.5%, p = 0.003). A larger proportion of children without asthma/RW history were treated with epinephrine (11.7%) than children with asthma/RW history (6.9%). Conclusion: Our finding revealed that different clinical profiles of anaphylaxis in children with and without a history of asthma/RW. Our study did not find that children with a history of asthma/RW have more severe anaphylactic reactions compared with children without asthma/RW. Buckwheat-induced anaphylaxis was more common in the asthma/RW group, wheezing and oropharyngeal symptoms affected a higher proportion of the asthma/RW group.
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Aging represents an independent risk factor affecting the poor prognosis of patients with acute myocardial infarction (AMI). This present research aimed to explore the molecular mechanism of myocardial injury in elderly AMI by animals and cells experiment. Our previous clinical study found the serum Cystatin C (Cys-C) increased in the elderly AMI population, while the mechanism underlying high Cys-C induced myocardial injury of AMI remains unclear. In the in-vitro study, we confirmed that Wnt/ß-catenin could significantly reduce the expression of cytoplasmic Cys-C through transnuclear action, and highly attenuate the occurrence of mitochondrial oxidative stress injury induced via Cys-C/reactive oxygen species (ROS). Furthermore, the addition of exogenous Wnt3a and inhibition of Cys-C expression could effectively inhibit mitochondrial oxidative stress injury and relieve the acute myocardial hypoxia injury. These results indicate that Cys-C exerted damaging effects on the hypoxic aging cardiomyocyte through the ROS/mitochondrial signaling pathway. Inhibition of this pathway effectively reduced the apoptosis of aging cardiomyocytes. In the in-vivo study, we also explored the function of the Wnt/Cys-C pathway on the ischemic infarction heart. We confirmed that Wnt/ß-catenin served as the upstream protective protein of this pathway, and the promotion of this pathway improved the cardiac structure and function of the elderly AMI mice effectively.
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Purpose: Pollen sensitization is increasing in children. However, there is little evidence regarding the characteristics of anaphylaxis in individuals with pollen sensitization. Patients and Methods: We conducted a retrospective study of patients with anaphylaxis combined with pollen sensitization who attended an allergy department in a tertiary children's hospital from 2014 to 2021. Results: A total of 157 anaphylaxis events in 108 patients were analyzed; the mean age at the reaction was 5.8 ± 4.17 years. A total of 99.1% (107/108) of the patients came from northern China. The most common sensitizing pollen was mugwort (93.5%,101/108), followed by ragweed (68.5%, 74/108) and birch (40.7%, 44/108). A total of 76.9% (83/108) of the patients showed polysensitization to pollen. Allergic rhinitis/conjunctivitis was the most common comorbidity (87.0%, 94/108). Children with severe anaphylaxis were more likely to have a history of recurrent urticaria (16.1% vs 3.9%, p = 0.028). The most frequently implicated foods were fruits/vegetables (22.3%, 35/157), followed by wheat (8.9%, 14/157) and milk (8.3%, 13/157), and the most common fruit allergen was peach (n = 7). Of 14% (22/157) exercise-induced reactions, 63.6% (14/22) occurred in pollen season. Skin symptoms were the most frequent (86.0%, 135/157) symptoms, followed by respiratory (73.9%, 116/157) and gastrointestinal (21%, 33/157) symptoms. Regarding acute management, only 7.4% of the patients were treated with epinephrine. Conclusion: Our findings revealed the characteristics of anaphylaxis in children with pollen sensitization. Fruits/vegetables accounted for a substantial percentage of anaphylaxis triggers. The suboptimal use of epinephrine highlights the need for educational programs promoting the use of epinephrine.
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BACKGROUND: With the advancement of the world population aging, more attention should be paid to the prognosis of elderly patients with acute coronary syndrome (ACS). Triglyceride-glucose (TyG) index is a reliable indicator of insulin resistance (IR) and is closely related to traditional risk factors of cardiovascular disease (CVD). However, the effect of TyG index on the prognosis of long-term adverse events in elderly ACS patients has not been reported. This study evaluated the prognostic power of TyG index in predicting adverse events in elderly ACS patients. METHODS: In this study, 662 ACS patients > 80 years old who were hospitalized from January 2006 to December 2012 were enrolled consecutively and the general clinical data and baseline blood biochemical indicators were collected. The follow-up time after discharge was 40-120 months (median, 63 months; interquartile range, 51â74 months). In addition, the following formula was used to calculate the TyG index: Ln [fasting TG (mg/dL) × FBG (mg/dL)/2], and patients were divided into three groups according to the tertile of the TyG index. RESULTS: The mean age of the subjects was 81.87 ± 2.14 years, the proportion of females was 28.10%, and the mean TyG index was 8.76 ± 0.72. The TyG index was closely associated with the traditional risk factors of CVD. In the fully-adjusted Cox regression model, the Hazard ratio (95% CI) of all-cause mortality (in tertile 3) was 1.64 (1.06, 2.54) and major adverse cardiac event (MACE) (in tertile 3) was 1.36 (1.05, 1.95) for each SD increase in the TyG index. The subgroup analyses also confirmed the significant association of the TyG index and long-term prognosis. CONCLUSION: The TyG index is an independent predictor of long-term all-cause mortality and MACE in elderly ACS patients.
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Síndrome Coronariana Aguda/diagnóstico , Glicemia/metabolismo , Triglicerídeos/sangue , Síndrome Coronariana Aguda/sangue , Síndrome Coronariana Aguda/mortalidade , Síndrome Coronariana Aguda/terapia , Fatores Etários , Biomarcadores/sangue , Causas de Morte , Feminino , Hospitalização , Humanos , Masculino , Valor Preditivo dos Testes , Prognóstico , Medição de Risco , Fatores de Risco , Fatores de TempoRESUMO
BACKGROUND: It remains unclear whether nutritional support can reduce the mortality and infection rate of patients with traumatic brain injury (TBI), improve their gastrointestinal function, and shorten the length of stay in the intensive care unit (ICU). The purpose of this study is to evaluate the effect of nutritional support on the clinical outcome of TBI patients. METHODS: A computer search was conducted of the PubMed, Cochrane Library, Embase, Wanfang, and China National Knowledge Infrastructure (CNKI) databases for randomized controlled trials investigating the impact of nutritional support on the clinical outcomes of patients with TBI. The search included the period from the establishment of the database to July 2021. Two researchers independently screened the literature, extracted the data, and evaluated the risk of bias in the included studies. RevMan 5.3 statistical software (Cochrane Collaboration) was used to analyze the effect size, and a funnel plot was used to detect publication bias. RESULTS: Seven articles reporting on 260 patients receiving nutritional support therapy compared with 252 standard nutrition control patients were included in the study. Meta-analysis showed that there was no significant difference in mortality between the nutritional support and standard nutrition treatments (RR =0.74; 95% CI: 0.34-1.60; P=0.44). However, there were significant differences in total serum protein levels (MD =2.23; 95% CI: 1.38-3.07; P<0.00001), total infection rates (RR =0.54; 95% CI: 0.41-0.71; P<0.0001), lung infection rates (RR =0.60; 95% CI: 0.45-0.81; P=0.0006), length of stay in ICU (MD =-5.65; 95% CI: -6.18 to -5.13; P<0.00001) and Glasgow Coma Scale scores (MD =2.77; 95% CI: 1.75-3.78; P<0.00001). DISCUSSION: Nutritional support effectively shortens the hospital stay of patients, reduces the infection rate of patients, and has a positive effect on promoting rehabilitation for patients with TBI. However, high-quality, large-sample, multi-center randomized controlled trials are needed to further study the specific implementation standards of nutritional support.
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Lesões Encefálicas Traumáticas , Apoio Nutricional , China , Humanos , Unidades de Terapia Intensiva , Tempo de InternaçãoRESUMO
Mitochondrial dysfunction and endoplasmic reticulum (ER) stress contribute to postischemic myocardial damage, but the upstream regulatory mechanisms have not been identified. In this study, we analyzed the role of mitogen-activated protein kinase (MAPK) phosphatase 1 (MKP-1) in the regulation of mitochondrial function and ER stress in hypoxic cardiomyocytes. Our results show that MKP-1 overexpression sustains viability and reduces hypoxia-induced apoptosis among H9C2 cardiomyocytes. MKP-1 overexpression attenuates ER stress and expression of ER stress genes and improves mitochondrial function in hypoxia-treated H9C2 cells. MKP-1 overexpression also increases ATP production and mitochondrial respiration and attenuates mitochondrial oxidative damage in hypoxic cardiomyocytes. Moreover, our results demonstrate that ERK and JNK are the downstream signaling targets of MKP-1 and that MKP-1 overexpression activates ERK, while it inhibits JNK. Inhibition of ERK reduces the ability of MKP-1 to preserve mitochondrial function and ER homeostasis in hypoxic cardiomyocytes. These results show that MKP-1 plays an essential role in the regulation of mitochondrial function and ER stress in hypoxic H9C2 cardiomyocytes through normalization of the ERK pathway and suggest that MKP-1 may serve as a novel target for the treatment of postischemic myocardial injury.
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Cardiomiopatias/fisiopatologia , Fosfatase 1 de Especificidade Dupla/metabolismo , Estresse do Retículo Endoplasmático/imunologia , Mitocôndrias/metabolismo , Miócitos Cardíacos/metabolismo , HumanosRESUMO
In situ synthesis of DNA origami structures in living systems is highly desirable due to its potential in biological applications, which nevertheless is hampered by the requirement of thermal activation procedures. Here, we report a photothermal DNA origami assembly method in near-physiological environments. We find that the use of copper sulfide nanoparticles (CuS NPs) can mediate efficient near-infrared (NIR) photothermal conversion to remotely control the solution temperature. Under a 4 min NIR illumination and subsequent natural cooling, rapid and high-yield (>80%) assembly of various types of DNA origami nanostructures is achieved as revealed by atomic force microscopy and single-molecule fluorescence resonance energy transfer analysis. We further demonstrate the in situ assembly of DNA origami with high location precision in cell lysates and in cell culture environments.
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Nanopartículas , Fototerapia , Cobre , DNA , SulfetosRESUMO
BACKGROUND: Venous thromboembolism (VTE) is a common complication of hospitalized trauma patients and has an adverse impact on patient outcomes. However, there is still a lack of appropriate tools for effectively predicting VTE for trauma patients. We try to verify the accuracy of the Caprini score for predicting VTE in trauma patients, and further improve the prediction through machine learning algorithms. METHODS: We retrospectively reviewed emergency trauma patients who were admitted to a trauma center in a tertiary hospital from September 2019 to March 2020. The data in the patient's electronic health record (EHR) and the Caprini score were extracted, combined with multiple feature screening methods and the random forest (RF) algorithm to constructs the VTE prediction model, and compares the prediction performance of (1) using only Caprini score; (2) using EHR data to build a machine learning model; (3) using EHR data and Caprini score to build a machine learning model. True Positive Rate (TPR), False Positive Rate (FPR), Area Under Curve (AUC), accuracy, and precision were reported. RESULTS: The Caprini score shows a good VTE prediction effect on the trauma hospitalized population when the cut-off point is 11 (TPR = 0.667, FPR = 0.227, AUC = 0.773), The best prediction model is LASSO+RF model combined with Caprini Score and other five features extracted from EHR data (TPR = 0.757, FPR = 0.290, AUC = 0.799). CONCLUSION: The Caprini score has good VTE prediction performance in trauma patients, and the use of machine learning methods can further improve the prediction performance.
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Aprendizado de Máquina , Tromboembolia Venosa , Ferimentos e Lesões/complicações , Hospitalização , Humanos , Estudos Retrospectivos , Medição de Risco , Fatores de Risco , Tromboembolia Venosa/diagnóstico , Tromboembolia Venosa/etiologiaRESUMO
BACKGROUND: In the trauma center wards, it is not unusual for patients to have sleep disorders, especially patients with an acute injury. Meanwhile, there is substantial evidence that sleep disorder is a predictor of depression and is an important feature of posttraumatic stress disorder. METHODS: All orthopedic trauma patients confined in a trauma ward in West China Hospital of Sichuan University between April 2018 and July 2019 were included in this retrospective study. Patients with mental impairment or craniocerebral injuries were excluded from the study. Basic demographic data and the Injury Severity Score (ISS) classification based on medical records were collected. The Pittsburgh sleep quality index (PSQI) was used to evaluate sleep quality, the visual analog scale (VAS) was used to evaluate physical pain, and the Barthel Index (BI) was used to evaluate activities of daily living (ADL). Univariate linear regression analysis and multivariate linear regression analysis were used to identify independently related factors. RESULTS: The average PSQI score was 6.3 (± 4.0). A total of 581 (51.4%) patients had a PSQI score > 5, indicating the presence of sleep disorders. The PSQI score was > 10 in 174 (15.4%) patients. Univariate statistical analysis showed that age, sex, education, ADL, and ISS classification were associated with increased PSQI scores. Marital status and pain were not associated with increased PSQI scores. When we used multivariate analysis to control for confounding variables, sex, ADL, and ISS classification remained independently associated with PSQI (P = 0.002, < 0.000, and 0.002, respectively). CONCLUSIONS: In our study, sleep disorders were common (51.4% with PSQI > 5) and serious (15.4% with PSQI > 10) in patients with traumatic orthopedic injury. The following factors were closely associated with sleep disorders: sex, ADL, and ISS classification. Moreover, age and educational attainment have an independent impact on sleep quality. Unexpectedly, the VAS score for pain was not independently associated with the seriousness of sleep quality, which may be related to preemptive and multimodal analgesia. Further studies are required to clarify this ambiguity.
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Sistema Musculoesquelético/lesões , Transtornos do Sono-Vigília/epidemiologia , Adulto , Idoso , China/epidemiologia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Inquéritos e Questionários , Centros de TraumatologiaRESUMO
Differential expression of non-coding RNA after traumatic spinal cord injury (TSCI) is closely related to the pathophysiological process. The purposes of this study were to systematically profile and characterize expression of circular RNA (circRNA) in the lesion epicenter of spinal tissues after TSCI, and predict the structure and potential function of the regulatory circRNA/miRNA network. Forty-eight C57BL/6 mice were randomly and equally assigned to two groups: one subjected to TSCI at T8-10 with an Allen's drop impactor, and a second subjected to laminectomy without TSCI. Spinal cord samples were stained with hematoxylin and eosin, sequenced, and validated. RNA-Seq, Gene Ontology analysis, Kyoto Encyclopedia of Genes and Genomes analysis, and network analyses (Targetscan and miRanda) were used to predict and annotate the circRNA/miRNA/mRNA network. Luciferase reporter, quantitative reverse transcription polymerase chain reaction, and western blot assays were used to profile expression and regulation patterns of the network in mouse models of TSCI. Hematoxylin-eosin staining revealed severe damage to the blood-spinal cord barrier after TSCI. Differentially expressed circRNA and miRNA profiles were obtained after TSCI; differentially expressed circRNAs, which were abundant in the cytoplasm, were involved in positive regulation of transcription and protein phosphorylation. miR-135b-5p was the most significantly downregulated miRNA after TSCI; circRNAAbca1 and KLF4 were predicted to be its target circRNA and mRNA, respectively. Subsequently, the circAbca1/miR-135b-5P/KLF4 regulatory axis was predicted and constructed, and its targeted binding was verified. After inhibiting circAbca1, GAP43 expression was upregulated. Differential expression of circRNAs might play an important role after TSCI. circAbca1 plays a neuroinhibitory role by targeted binding of the miR-135b-5P/KLF4 axis. The identified circRNA/miRNA/mRNA network could provide the basis for understanding pathophysiological mechanisms underlying TSCI, as well as guide the formulation of related therapeutic strategies. All animal protocols were approved by the Research Ethics Committee of West China Hospital of China (approval No. 2017128) on May 16, 2017.
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AIMS: To assess the efficacy and safety of iron supplementation for perioperative anemia in geriatric patients with hip fracture. METHODS: A systematic search was conducted for studies published using PubMed, EMBASE and Cochrane Library Databases that compared iron supplementation with placebo in patients undergoing hip fracture surgery. The outcomes were blood transfusion rate and volume, length of stay, infection and mortality (last follow-up). Sub-group and sensitivity analyses were performed in cases of substantial heterogeneity. RESULTS: The meta-analysis (6 studies: 1201 patients) indicated that iron supplements were not associated with reducing blood transfusion rate (OR 0.92, 95% CI 0.60-1.41; P = 0.69), but high heterogeneity (I2 = 61%) was detected and a significant association was found in sensitivity analysis of four studies (n = 637; OR 0.68, 95% CI 0.49-0.95; P = 0.02). A significant reduction was detected in transfusion volume (two studies: n = 234; MD - 0.45 units/patient, 95% CI - 0.74 to - 0.16; P = 0.002), hospital stay (five studies: n = 998; MD - 1.42, 95% CI - 2.18 to - 0.67; P = 0.0002) and caused no increased risk of mortality (five studies: n = 937; OR 0.94, 95% CI 0.65-1.36; P = 0.76) and infection (four studies: n = 701; OR 0.58, 95% CI 0.38-0.90; P = 0.01). Sub-group analyses of four studies showed that the preoperative intravenous use of iron at 200-300 mg (two studies) may be the beneficial option for hip fractures patients. CONCLUSIONS: Iron supplementation, especially preoperative intravenous use of 200-300 mg iron, is safe and associated with reducing transfusion requirement and hospital stay. Unfortunately, data were too limited to draw a definite conclusion. Further evaluation is required before recommending iron supplementation for older patients with hip fracture surgeries.