RESUMO
BACKGROUND: The use of machine learning(ML) methods would improve the diagnosis of small airway dysfunction(SAD) in subjects with chronic respiratory symptoms and preserved pulmonary function(PPF). This paper evaluated the performance of several ML algorithms associated with the impulse oscillometry(IOS) analysis to aid in the diagnostic of respiratory changes in SAD. We also find out the best configuration for this task. METHODS: IOS and spirometry were measured in 280 subjects, including a healthy control group (n = 78), a group with normal spirometry (n = 158) and a group with abnormal spirometry (n = 44). Various supervised machine learning (ML) algorithms and feature selection strategies were examined, such as Support Vector Machines (SVM), Random Forests (RF), Adaptive Boosting (ADABOOST), Navie Bayesian (BAYES), and K-Nearest Neighbors (KNN). RESULTS: The first experiment of this study demonstrated that the best oscillometric parameter (BOP) was R5, with an AUC value of 0.642, when comparing a healthy control group(CG) with patients in the group without lung volume-defined SAD(PPFN). The AUC value of BOP in the control group was 0.769 compared with patients with spirometry defined SAD(PPFA) in the PPF population. In the second experiment, the ML technique was used. In CGvsPPFN, RF and ADABOOST had the best diagnostic results (AUC = 0.914, 0.915), with significantly higher accuracy compared to BOP (p < 0.01). In CGvsPPFA, RF and ADABOOST had the best diagnostic results (AUC = 0.951, 0.971) and significantly higher diagnostic accuracy (p < 0.01). In the third, fourth and fifth experiments, different feature selection techniques allowed us to find the best IOS parameters (R5, (R5-R20)/R5 and Fres). The results demonstrate that the performance of ADABOOST remained essentially unaltered following the application of the feature selector, whereas the diagnostic accuracy of the remaining four classifiers (RF, SVM, BAYES, and KNN) is marginally enhanced. CONCLUSIONS: IOS combined with ML algorithms provide a new method for diagnosing SAD in subjects with chronic respiratory symptoms and PPF. The present study's findings provide evidence that this combination may help in the early diagnosis of respiratory changes in these patients.
Assuntos
Aprendizado de Máquina , Espirometria , Humanos , Masculino , Feminino , Pessoa de Meia-Idade , Adulto , Espirometria/métodos , Idoso , Oscilometria/métodos , Máquina de Vetores de Suporte , Pulmão/fisiopatologiaRESUMO
BACKGROUND: Men with functional anorectal pain (FARP) report having erectile dysfunction (ED) and significant changes in psychological status. AIM: The study sought to investigate the risk factors associated with FARP among male Chinese outpatients, alongside the impact of FARP on patients' ED, depression, and anxiety. METHODS: This case-control study included 406 male participants, divided into FARP (n = 323) and healthy control (n = 73) groups. Demographic and disease characteristics were collected from the patients, and the 5-item International Index of Erectile Function, Patient Health Questionnaire-9, and Generalized Anxiety Disorder 7 were used to assess erectile function, depression, and anxiety symptoms. Baseline characteristics were described using descriptive statistics, logistic regression analysis identified factors influencing FARP, and its association with ED, depression, and anxiety were analyzed using linear and ordinal logistic regression analyses. Validity was ensured through subgroup and sensitivity analyses. OUTCOMES: The primary outcome was the association between FARP and ED, depression, and anxiety; the secondary outcome was the influencing factors of FARP such as lifestyle and work habits. RESULTS: Men with FARP were likely to have more serious ED (59.8% vs 32.9%), depression (20.7% vs 4.1%), and anxiety(31.5% vs 12.3%); have lower 5-item International Index of Erectile Function scores; or have higher Patient Health Questionnaire-9 and Generalized Anxiety Disorder 7 scores compared with unaffected participants. Alcohol intake, family relationship, high work pressure, and prolonged bowel movements were significantly associated with FARP severity. The association between FARP with ED, depression, and anxiety was statistically significant in both crude and adjusted models. FARP was associated with 2.47, 2.73, and 2.67 times higher risk for ED, depression, and anxiety, respectively. An increase pain severity increased the incidence of ED (moderate pain: 4.80 times, P < .000; severe pain: 3.49 times, P < .004), depression (moderate pain: 1.85 times, P < .017; severe pain: 2.04 times, P < .037), and anxiety (moderate pain: 1.86 times, P < .014).Clinical Implications: Changes in lifestyle and work habits can help prevent pain symptom exacerbation. Attention to erection and psychological issues in patients with FARP and interdisciplinary comprehensive treatment may improve the efficacy. STRENGTHS AND LIMITATIONS: The study highlights a correlation between FARP and ED, depression, and anxiety, with pain severity being a contributing factor. However, the study's limitations include a small sample size and potential recall bias, and other sexual functions were not thoroughly explored. CONCLUSION: Patients with FARP have a higher prevalence of ED, depression, and anxiety, which increase with pain severity. Factors such as alcohol intake, work pressure, prolonged sitting, and longer defecation times are significantly correlated with FARP pain severity.
Assuntos
Disfunção Erétil , Humanos , Masculino , Depressão/epidemiologia , Estudos de Casos e Controles , Ansiedade/epidemiologia , Transtornos de Ansiedade , DorRESUMO
This study explored toxicity attenuation processing technology of Rhizoma Dioscoreae Bulbiferae stir-fried with Paeoniae Radix Alba decoction for the first time, and further explored its detoxification mechanism. Nine processed products of Rhizoma Dioscoreae Bulbiferae stir-fried with Paeoniae Radix Alba decoction were prepared by orthogonal experiment with three factors and three levels. Based on the decrease in the content of the main hepatotoxic component diosbulbin B before and after processing of Rhizoma Dioscoreae Bulbiferae by high-performance liquid chromatography, the toxicity attenuation technology was preliminarily screened out. On this basis, the raw and representative processed products of Rhizoma Dioscoreae Bulbiferae were given to mice by gavage with 2 g·kg~(-1)(equival to clinical equivalent dose) for 21 d. The serum and liver tissues were collected after the last administration for 24 h. The serum biochemical indexes reflecting liver function and liver histopathology were combined to further screen out and verify the proces-sing technology. Then, the lipid peroxidation and antioxidant indexes of liver tissue were detected by kit method, and the expressions of NADPH quinone oxidoreductase 1(NQO1) and glutamate-cysteine ligase(GCLM) in mice liver were detected by Western blot to further explore detoxification mechanism. The results showed that the processed products of Rhizoma Dioscoreae Bulbiferae stir-fried with Paeoniae Radix Alba decoction reduced the content of diosbulbin B and improved the liver injury induced by Rhizoma Dioscoreae Bul-biferae to varying degrees, and the processing technology of A_2B_2C_3 reduced the excessive levels of alanine transaminase(ALT) and aspartate transaminase(AST) induced by raw Rhizoma Dioscoreae Bulbiferae by 50.2% and 42.4%, respectively(P<0.01, P<0.01). The processed products of Rhizoma Dioscoreae Bulbiferae stir-fried with Paeoniae Radix Alba decoction reversed the decrease protein expression levels of NQO1 and GCLM in the liver of mice induced by raw Rhizoma Dioscoreae Bulbiferae to varying degrees(P<0.05 or P<0.01), and it also reversed the increasing level of malondialdehyde(MDA) and the decreasing levels of glutathione(GSH), glutathione peroxidase(GPX), and glutathione S-transferase(GST) in the liver of mice(P<0.05 or P<0.01). In summary, this study shows that the optimal toxicity attenuation processing technology of Rhizoma Dioscoreae Bulbiferae stir-fried with Paeoniae Radix Alba decoction is A_2B_2C_3, that is, 10% of Paeoniae Radix Alba decoction is used for moistening Rhizoma Dioscoreae Bulbiferae and processed at 130 â for 11 min. The detoxification mechanism involves enhancing the expression levels of NQO1 and GCLM antio-xidant proteins and related antioxidant enzymes in the liver.
Assuntos
Medicamentos de Ervas Chinesas , Paeonia , Camundongos , Animais , Antioxidantes/análise , Extratos Vegetais/farmacologia , Medicamentos de Ervas Chinesas/química , Rizoma/química , Paeonia/química , Glutationa/análiseRESUMO
OBJECTIVES: To summarize the clinical features of neonates infected with Omicron variant of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). METHODS: The medical data of 23 neonates with Omicron variant of SARS-CoV-2 infection admitted to the City North Campus of Urumqi First People's Hospital from October to December 2022 were retrospectively reviewed. RESULTS: All 23 infants had a history of exposure to confirmed caregivers with SARS-CoV-2 infection after birth, and none of them was vertically transmitted. Clinical classification: 5 cases of asymptomatic infection, 18 cases of mild infection, and no cases of moderate, severe, or critically ill. The first symptoms were fever in 13 cases, cough in 3 cases, nasal congestion in 1 case, and diarrhea in 1 case. Blood white blood cell counts decreased in 2 cases, and C-reactive protein increased in 1 case. Seven infants underwent chest X-ray examination due to cough or shortness of breath, and one of which showed focal exudative changes, while the rest showed no abnormal changes. All infants were discharged after symptomatic treatment and the median hospital stay was 6 days. The duration of nucleic acid positivity of SARS-CoV-2 was negatively correlated with N gene Ct values and ORF1ab gene Ct values (rs=-0.719 and -0.699, respectively; P<0.05). One month after discharge, all infants had no symptoms or signs of nucleic acid re-positivity. CONCLUSIONS: The clinical manifestations are usually mild or asymptomatic in neonates infected with SARS-CoV-2 Omicron variant. The lower the Ct values of the N and ORF1ab genes of SARS-CoV-2, the longer the duration of nucleic acid positivity. Neonates infected with SARS-CoV-2 Omicron variant can have a good prognosis after symptomatic treatment.
Assuntos
COVID-19 , SARS-CoV-2 , Humanos , Recém-Nascido , Tosse , Estudos RetrospectivosRESUMO
OBJECTIVE: To investigate the value of contrast-enhanced computed tomography (CECT) radiomics features in predicting the efficacy of epirubicin combined with ifosfamide in patients with pulmonary metastases from soft tissue sarcoma. METHODS: A retrospective analysis of 51 patients with pulmonary metastases from soft tissue sarcoma who received the chemotherapy regimen of epirubicin combined with ifosfamide was performed, and efficacy was evaluated by Recist1.1. ROIs (1 or 2) were selected for each patient. Lung metastases were used as target lesions (86 target lesions total), and the patients were divided into a progression group (n = 29) and a non-progressive group (n = 57); the latter included a stable group (n = 34) and a partial response group (n = 23). Information on lung metastases was extracted from CECT images before chemotherapy, and all lesions were delineated by ITK-SNAP software manually or semiautomatically. The decision tree classifier had a better performance in all radiomics models. A receiver operating characteristic curve was plotted to evaluate the predictive performance of the radiomics model. RESULTS: In total, 851 CECT radiomics features were extracted for each target lesion and finally reduced to 2 radiomics features, which were then used to construct a radiomics model. Areas under the curves of the model for predicting lesion progression were 0.917 and 0.856 in training and testing groups, respectively. CONCLUSION: The model established based on the radiomics features of CECT before treatment has certain predictive value for assessing the efficacy of chemotherapy for patients with soft tissue sarcoma lung metastases.
Assuntos
Neoplasias Pulmonares , Sarcoma , Neoplasias de Tecidos Moles , Epirubicina , Humanos , Ifosfamida , Neoplasias Pulmonares/diagnóstico por imagem , Neoplasias Pulmonares/tratamento farmacológico , Neoplasias Pulmonares/patologia , Estudos Retrospectivos , Sarcoma/diagnóstico por imagem , Sarcoma/tratamento farmacológico , Tomografia Computadorizada por Raios X/métodosRESUMO
Five compounds were identified from Tripterygium wilfordii, including two novel compounds and three previously known compounds. Two newly discovered compounds are celangulin CY (1α,2α,3ß,4ß,6ß,8α,13-hepacetoxy-9ß-benzoyloxy-ß-dihydroagarofuran) and celangulin CQ (1α-nicotinoyloxy-2α,3ß,6ß-triacetoxy-9ß-furancarbonyloxy-13-isobutanoyloxy-4ß-hydroxy-ß-dihydroagarofuran). Their structures were determined using nuclear magnetic resonance (NMR), mass spectrometry (MS), and high-pressure liquid chromatography (HPLC). The isolated compounds were tested for insecticidal activity against the third instar larvae of Spodoptera frugiperda. Both celangulin CY and celangulin CQ exhibited significantly higher oral toxicity in the larvae than that exhibited by the three known compounds.
Assuntos
Medicamentos de Ervas Chinesas , Inseticidas , Sesquiterpenos , Medicamentos de Ervas Chinesas/química , Medicamentos de Ervas Chinesas/farmacologia , Inseticidas/farmacologia , Espectroscopia de Ressonância Magnética , Estrutura Molecular , Sesquiterpenos/química , TripterygiumRESUMO
This study aims to investigate the detoxification effects of different processing methods on the cardiotoxicity induced by radix Tripterygium wilfordii, and preliminarily explore the detoxification mechanism via the nuclear factor E2-related factor 2(Nrf2)/heme oxygenase 1(HO-1) pathway. The raw and processed products [stir-fried product, product stir-fried with Lysimachiae Herba(JQC), product stir-fried with Phaseoli Radiati Semen(LD), product stir-fried with Paeoniae Radix Alba(BS), product stir-fried with Glycyrrhizae Radix et Rhizoma(GC), and product stir-fried with vinegar(CZ)] of radix T. wilfordii were administrated to mice by gavage at a dose of 2 g·kg~(-1)(based on crude drugs) for 28 days. Twenty-four hours after the last administration, we measured the serum biochemical indexes of mice to evaluate the detoxification effect. Furthermore, we determined the expression of key proteins of Nrf2/HO-1 pathway in mouse heart tissue by Western blot and some oxidation/antioxidation-related indexes by corresponding kits to explore the detoxification mechanism. The administration of the raw product elevated the levels of serum creatine kinase, lactate dehydrogenase, and malondialdehyde, a product of cardiac lipid peroxidation(P<0.01), down-regulated the protein levels of Nrf2 and HO-1(P<0.01), and reduced the levels of total superoxide dismutase, glutathione, glutathione peroxidase, and glutathione S-transferase(P<0.01). However, after the administration of the products stir-fried with JQC, LD, BS, GC, and CZ, the abnormalities of the above indexes induced by the raw product were recovered(P<0.05 or P<0.01). In particular, the product stir-fried with JQC showed the best performance. Taken all together, the cardiotoxicity induced by radix T. wilfordii could be attenuated by stir-frying with JQC, LD, BS, GC, and CZ, and the stir-frying with JQC showed the best detoxification effect. The mechanism might be associated with the cardiac antioxidant defense and oxidative damage mitigation mediated by the up-regulated Nrf2.
Assuntos
Fator 2 Relacionado a NF-E2 , Tripterygium , Animais , Antioxidantes/farmacologia , Cardiotoxicidade , Camundongos , Fator 2 Relacionado a NF-E2/genética , Fator 2 Relacionado a NF-E2/metabolismo , Estresse OxidativoRESUMO
To develop new cellulases for efficient utilization of the lignocellulose, an endoglucanase (CoCel5A) gene from Colletotrichum orchidophilum was synthesized and a recombinant Pichia pastoris GS115/pPIC9K/cocel5A was constructed for secretory expression of CoCel5A. After purification, the protein CoCel5A was biochemically characterized. The endoglucanase CoCel5A exhibited the optimal activity at 55-75 °C and high thermostability (about 85% residual activity) at the temperature of 55 °C after incubation for 3 h. The highest activity of CoCel5A was detected when 100 mM citric acid buffer (pH 4.0-5.0) was used and excellent pH stability (up to 95% residual activity) was observed after incubation in 100 mM citric acid buffer (pH 3.0-6.0) at 4 °C for 24 h. Carboxymethyl cellulose sodium salt (n = approx. 500) (CMC) and ß-D-glucan were the best substrates for CoCel5A among the tested substrates. The kinetic parameters Vmax, Km, and Kcat/Km values against CMC were 290.70 U/mg, 2.65 mg/mL, and 75.67 mL/mg/s, respectively; and 228.31 U/mg, 2.06 mg/mL, and 76.45 mL/mg/s against ß-D-glucan, respectively, suggesting that CoCel5A has high affinity and catalytic efficiency. These properties supported the potential application of CoCel5A in biotechnological and environmental fields.
Assuntos
Celulase/química , Colletotrichum/enzimologia , Proteínas Fúngicas/química , Celulase/genética , Clonagem Molecular , Colletotrichum/genética , Estabilidade Enzimática , Proteínas Fúngicas/genética , Concentração de Íons de Hidrogênio , Pichia/genética , Pichia/metabolismo , Proteínas Recombinantes/química , Proteínas Recombinantes/genéticaRESUMO
OBJECTIVES: To identify genes that are related to delayed endolymphatic hydrops (DEH) in patients by RNA-Seq analysis. DESIGN: Observational study. SETTING: Eye & ENT Hospital, Fudan University (Shanghai, China). PARTICIPANTS: We collected the entire vestibular system from four patients with DEH who underwent labyrinthectomy. Three control samples were collected from patients with acoustic neuroma or facial neuroma treated via the translabyrinthine approach. High-throughput RNA-Seq analysis was performed to investigate gene expression in the pathological vestibular system. MAIN OUTCOME MEASURES: Our bioinformatic analysis identified 17 genes that were upregulated and eight genes that were downregulated in patients with DEH compared with the controls. RESULTS: The altered gene expression profile suggested that DEH is closely related to neuropathy and autoimmune disease. In addition, many of the differentially regulated genes were involved in cell adhesion, suggesting a role of cell adhesion in DEH. Immunofluorescence analysis confirmed the expression of PMP2 and CLDN19 in the cytoplasm of hair cells and scattered expression of MPZ at cell junctions. The protein expression levels were higher in specimens from patients with Ménière's disease and DEH compared with controls. CONCLUSIONS: The protein expression profile of vestibular organs in patients with endolymphatic hydrops exhibited a degree of similarity to that of Ménière's disease. Endolymphatic hydrops is characterised by autoimmune abnormalities. DEH and Ménière's disease are likely to be different manifestations of the same disease, with disparate clinical symptoms. RNA-Seq is a useful analytical tool to characterise the vestibular pathology based on its transcriptome.
Assuntos
Hidropisia Endolinfática/genética , Transcriptoma , Adulto , Estudos de Casos e Controles , China , Feminino , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Masculino , Sistema Vestibular/metabolismoRESUMO
OBJECTIVES: The purpose of this study was to develop a deep-learning framework for the diagnosis of chronic otitis media (COM) based on temporal bone computed tomography (CT) scans. DESIGN: A total of 562 COM patients with 672 temporal bone CT scans of both ears were included. The final dataset consisted of 1147 ears, and each of them was assigned with a ground truth label from one of the 3 conditions: normal, chronic suppurative otitis media, and cholesteatoma. A random selection of 85% dataset (n = 975) was used for training and validation. The framework contained two deep-learning networks with distinct functions: a region proposal network for extracting regions of interest from 2-dimensional CT slices; and a classification network for diagnosis of COM based on the extracted regions. The performance of this framework was evaluated on the remaining 15% dataset (n = 172) and compared with that of 6 clinical experts who read the same CT images only. The panel included 2 otologists, 3 otolaryngologists, and 1 radiologist. RESULTS: The area under the receiver operating characteristic curve of the artificial intelligence model in classifying COM versus normal was 0.92, with sensitivity (83.3%) and specificity (91.4%) exceeding the averages of clinical experts (81.1% and 88.8%, respectively). In a 3-class classification task, this network had higher overall accuracy (76.7% versus 73.8%), higher recall rates in identifying chronic suppurative otitis media (75% versus 70%) and cholesteatoma (76% versus 53%) cases, and superior consistency in duplicated cases (100% versus 81%) compared with clinical experts. CONCLUSIONS: This article presented a deep-learning framework that automatically extracted the region of interest from two-dimensional temporal bone CT slices and made diagnosis of COM. The performance of this model was comparable and, in some cases, superior to that of clinical experts. These results implied a promising prospect for clinical application of artificial intelligence in the diagnosis of COM based on CT images.
Assuntos
Aprendizado Profundo , Otite Média , Inteligência Artificial , Humanos , Otite Média/diagnóstico por imagem , Estudos Retrospectivos , Tomografia Computadorizada por Raios XRESUMO
BACKGROUND: Studies investigating the role of hyperoxia in critically ill patients have reported conflicting results. We did this analysis to reveal the effect of hyperoxia in the patients admitted to the intensive care unit (ICU). METHODS: Electronic databases were searched for all the studies exploring the role of hyperoxia in adult patients admitted to ICU. The primary outcome was mortality. Random-effect model was used for quantitative synthesis of the adjusted odds ratio (aOR). RESULTS: We identified 24 trials in our final analysis. Statistical heterogeneity was found between hyperoxia and normoxia groups in patients with mechanical ventilation (I2 = 92%, P < 0.01), cardiac arrest(I2 = 63%, P = 0.01), traumatic brain injury (I2 = 85%, P < 0.01) and post cardiac surgery (I2 = 80%, P = 0.03). Compared with normoxia, hyperoxia was associated with higher mortality in overall patients (OR 1.22, 95% CI 1.12~1.33), as well as in the subgroups of cardiac arrest (OR 1.30, 95% CI 1.08~1.57) and extracorporeal life support (ELS) (OR 1.44, 95% CI 1.03~2.02). CONCLUSIONS: Hyperoxia would lead to higher mortality in critically ill patients especially in the patients with cardiac arrest and ELS.
Assuntos
Estado Terminal/mortalidade , Mortalidade Hospitalar , Hiperóxia/epidemiologia , Lesões Encefálicas Traumáticas/mortalidade , Procedimentos Cirúrgicos Cardíacos/estatística & dados numéricos , Oxigenação por Membrana Extracorpórea/estatística & dados numéricos , Parada Cardíaca/mortalidade , Humanos , Hiperóxia/etiologia , Unidades de Terapia Intensiva , Mortalidade , Razão de Chances , Oxigenoterapia/efeitos adversos , Período Pós-Operatório , Respiração Artificial/estatística & dados numéricosRESUMO
Browning of white adipose tissue is a novel mechanism to counteract obesity in view of its thermogenic activity. Activation of G-protein-coupled receptor 120 (GPR120) can promote the browning of white fat. 9-PAHSA, an endogenous mammalian lipid, which is acting as the ligand of GPR120 to enhance glucose uptake and exert anti-inflammatory effect. In the study, we would like to investigate the biological effects of 9-PAHSA on adipocyte browning. Here, we show that 9-PAHSA induces browning of 3T3-L1 adipocytes via enhanced expression of brown fat specific genes. 9-PAHSA-induced browning in white adipocytes of WT mice and ob/ob mice was investigated by determining expression levels of brown adipocyte-specific genes/proteins by quantitative real-time polymerase chain reaction analysis, immunoblot analysis and immunochemical staining. The effects of 9-PAHSA on brown fat markers in 3T3-L1 cells were decreased when GPR120 gene was silenced. To investigate the molecular mechanism of 9-PAHSA on adipocyte browning, lipopolysaccharide (LPS)-induced inflammatory model was conducted. 9-PAHSA treatment abolished LPS-induced NF-kappa B (NF-κB) activation and inflammatory cytokine secretion. But these anti-inflammatory effects of 9-PAHSA were attenuated by GPR120 knockdown. Our finding demonstrated that the browning of adipocyte was induced by 9-PAHSA through activating GPR120 and inhibiting the LPS/NF-κB pathway. This promising result will help to reveal the potential pathogenesis of obesity.
Assuntos
Tecido Adiposo Branco/metabolismo , Ácidos Graxos Ômega-3/metabolismo , Lipopolissacarídeos/antagonistas & inibidores , Reação de Maillard , NF-kappa B/metabolismo , Ácido Palmítico/metabolismo , Receptores Acoplados a Proteínas G/metabolismo , Ácidos Esteáricos/metabolismo , Células 3T3-L1 , Adipócitos Brancos/metabolismo , Tecido Adiposo Branco/química , Animais , Linhagem Celular , Inflamação/tratamento farmacológico , Ligantes , Camundongos , Obesidade/etiologiaRESUMO
Phylogenetic analysis was performed on a cellulose-producing strain, designated WE7T, isolated from contaminated coconut milk. The analysis utilized nearly complete 16S rRNA gene sequences, as well as concatenated partial sequences of the housekeeping genes dnaK, groEL and rpoB, and allowed identification of the strain as belonging to the genus Komagataeibacter. DNA-DNA correlation or average nucleotide identity analysis was performed between WE7T and its closest phylogenetic neighbours, and the resulting values were below the species level (<70â% and <95â%), suggesting that the strain represents a novel species in genus Komagataeibacter. Strain WE7T was coupled with Komagataeibacter species more tightly than with Gluconacetobacter species in a 16S rRNA gene sequence phylogenetic tree. Strain WE7T can be differentiated from closely related Komagataeibacter and Gluconacetobacter entanii species by the ability to grow on the carbon sources d-mannitol, sodium d-gluconate and glycerol, the ability to form acid by d-fructose, sucrose, d-mannitol, d-galactose and ethanol, and the ability to grow without acetic acid. The major fatty acid of WE7T is C18â:â1ω9c (52.3â%). The DNA G+C content of WE7T is 63.2 mol%. The name Komagataeibacter cocois sp. nov. is proposed, with the type strain WE7T (=CGMCC 1.15338T=JCM 31140T).
Assuntos
Acetobacteraceae/classificação , Cocos/microbiologia , Alimentos Fermentados/microbiologia , Microbiologia de Alimentos , Filogenia , Acetobacteraceae/genética , Acetobacteraceae/isolamento & purificação , Animais , Técnicas de Tipagem Bacteriana , Composição de Bases , China , DNA Bacteriano/genética , Ácidos Graxos/química , Genes Bacterianos , Hibridização de Ácido Nucleico , RNA Ribossômico 16S/genética , Análise de Sequência de DNARESUMO
Mitochondrial trifunctional protein α-subunit (MTPα) is involved in the fatty acid ß-oxidation (FAO) pathway. Two MTPα activities, 3-hydroxyacyl-CoA dehydrogenase and long-chain hydratase, have been linked with the occurrence and development of obesity and obesity-related disorders. These activities catalyze two steps in the FAO pathway (the second and third reactions). However, the role of MTPα in the pathogenesis of obesity has not been evaluated, and the functional role of MTPα in adipocyte differentiation has not been determined. Here, we analyzed the functional role of MTPα using in vitro and in vivo models of adipogenesis. MTPα expression was upregulated during the differentiation of 3T3-L1 preadipocyte cells into adipocytes. MTPα gene silencing stimulated peroxisome proliferator-activated receptor gamma (PPARγ) and CCAAT-enhancer-binding protein alpha(C/EBPα) expression, which promoted adipocyte differentiation. By contrast, MTPα overexpression blocked adipogenesis in 3T3-L1 cells. Further analysis showed that MTPα positively regulated sirtuin 1 (SIRT1). Injection of preadipocytes overexpressing MTPα into athymic mice significantly impaired de novo fat pad formation compared with that of the control, and furthermore MTPα knockdown enhances fat pad formation at a time point earlier than 5-week, such as week-2 and week-3, when the control fat pad is not fully developed. In summary, our data indicate that MTPα is a novel factor that negatively regulates adipocyte differentiation. We propose a pathway in which MTPα inhibits adipogenesis by promoting SIRT1 expression, which represses PPARγ and attenuates adipogenesis.
Assuntos
Adipócitos/metabolismo , Adipogenia/fisiologia , Subunidade alfa da Proteína Mitocondrial Trifuncional/metabolismo , Sirtuína 1/metabolismo , Células 3T3-L1 , Adipogenia/genética , Animais , Camundongos , PPAR gama/genética , Ativação Transcricional/fisiologiaRESUMO
tert-Butyl (3R,5S)-6-chloro-3,5-dihydroxyhexanoate ((3R,5S)-CDHH) is a key chiral intermediate for the side chain synthesis of rosuvastatin. In this study, random mutagenesis, site-saturation mutagenesis and combinatorial mutagenesis methods were applied to improve the activity of a synthesized stereoselective short chain carbonyl reductase (SCR) to prepare (3R,5S)-CDHH. After screened by high-throughput screening method and high-performance liquid chromatography, mut-Phe145Met/Thr152Ser and mut-Phe145Tyr/Thr152Ser, were obtained, and the enzyme activities of mutants were improved by 1.60- and 1.91-fold compared with parent enzyme, respectively. The catalytically efficiencies (kcat/Km) of mut-Phe145Met/Thr152Ser and mut-Phe145Tyr/Thr152Ser exhibited 5.11- and 8.07-fold improvements in initial activity toward (S)-6-chloro-5-hydroxy-3-oxohexanoate ((S)-CHOH), respectively. In the asymmetric reduction, mut-Phe145Tyr/Thr152Ser catalyzed 500â¯gâ¯L-1 of (S)-CHOH to produce (3R,5S)-CDHH with >99% yield and >99% e.e., and the highest space-time yield achieved at 752.76â¯mmolâ¯L-1 h-1â¯g-1 wet cell weight within 8â¯h bioconversion. This study provides a foundation for the preparation of (3R,5S)-CDHH by carbonyl reductase.
Assuntos
Caproatos/metabolismo , Glucose 1-Desidrogenase/metabolismo , Lactobacillus/enzimologia , Técnicas de Cultura Celular por Lotes/métodos , Biocatálise , Glucose 1-Desidrogenase/genética , Microbiologia Industrial/métodos , Lactobacillus/genética , Lactobacillus/metabolismo , Mutagênese Sítio-Dirigida/métodos , Oxirredução , EstereoisomerismoRESUMO
CCDC39 and CCDC40 were first identified as causative mutations in primary ciliary dyskinesia patients; cilia from patients show disorganized microtubules, and they are missing both N-DRC and inner dynein arms proteins. In Chlamydomonas, we used immunoblots and microtubule sliding assays to show that mutants in CCDC40 (PF7) and CCDC39 (PF8) fail to assemble N-DRC, several inner dynein arms, tektin, and CCDC39. Enrichment screens for suppression of pf7; pf8 cells led to the isolation of five independent extragenic suppressors defined by four different mutations in a NIMA-related kinase, CNK11. These alleles partially rescue the flagellar length defect, but not the motility defect. The suppressor does not restore the missing N-DRC and inner dynein arm proteins. In addition, the cnk11 mutations partially suppress the short flagella phenotype of N-DRC and axonemal dynein mutants, but do not suppress the motility defects. The tpg1 mutation in TTLL9, a tubulin polyglutamylase, partially suppresses the length phenotype in the same axonemal dynein mutants. In contrast to cnk11, tpg1 does not suppress the short flagella phenotype of pf7. The polyglutamylated tubulin in the proximal region that remains in the tpg1 mutant is reduced further in the pf7; tpg1 double mutant by immunofluorescence. CCDC40, which is needed for docking multiple other axonemal complexes, is needed for tubulin polyglutamylation in the proximal end of the flagella. The CCDC39 and CCDC40 proteins are likely to be involved in recruiting another tubulin glutamylase(s) to the flagella. Another difference between cnk11-1 and tpg1 mutants is that cnk11-1 cells show a faster turnover rate of tubulin at the flagellar tip than in wild-type flagella and tpg1 flagella show a slower rate. The double mutant shows a turnover rate similar to tpg1, which suggests the faster turnover rate in cnk11-1 flagella requires polyglutamylation. Thus, we hypothesize that many short flagella mutants in Chlamydomonas have increased instability of axonemal microtubules. Both CNK11 and tubulin polyglutamylation play roles in regulating the stability of axonemal microtubules.
Assuntos
Axonema , Chlamydomonas/fisiologia , Flagelos/fisiologia , Proteínas Quinases/metabolismo , Chlamydomonas/enzimologia , Chlamydomonas/genética , Genes de Plantas , Movimento , Mutação , TemperaturaRESUMO
The valence-arousal conflict theory assumes that both valence and arousal will trigger approaching or withdrawing tendencies. It also predicts that the speed of processing emotional stimuli will depend on whether valence and arousal trigger conflicting or congruent motivational tendencies. However, most previous studies have provided evidence of the interaction between valence and arousal only, and have not provided direct proof of the interactive links between valence, arousal and motivational tendencies. The present study provides direct evidence for the relationship between approach-withdrawal tendencies and the valence-arousal conflict. In an empirical test, participants were instructed to judge the valence of emotional words after visual-spatial cues that appeared to be either approaching or withdrawing from participants. A three-way interaction (valence, arousal, and approach-withdrawal tendency) was observed such that the response time was shorter if participants responded to a negative high-arousal stimulus after a withdrawing cue, or to a positive low-arousal stimulus after an approaching cue. These findings suggest that the approach-withdrawal tendency indeed plays a crucial role in valence-arousal conflict, and that the effect depends on the congruency of valence, arousal and tendency at an early stage of processing.
Assuntos
Nível de Alerta , Emoções , Teoria Psicológica , Adolescente , Conflito Psicológico , Sinais (Psicologia) , Feminino , Humanos , Masculino , Motivação , Estimulação Luminosa , Tempo de Reação , Adulto JovemRESUMO
Nine new lignans (1-9) and ten known analogues (10-19) were isolated from the fruits of Schisandra bicolor var. tuberculata. The structures of compounds 1-9 were established on the basis of spectroscopic data analysis. The absolute configuration of compound 1 was determined by single-crystal X-ray diffraction analysis with Cu Kα irradiation techniques, and the absolute configurations of compounds 2-9 were deduced by comparing their experimental ECD spectra and optical rotations with those of compound 1 or similar compounds. All isolates were evaluated for their neuroprotective activities against CoCl2, H2O2, and Aß25-35-induced SH-SY5Y cell injury, and were found to exhibit different degrees of neuroprotective effects. At a low concentration of 3.2 nM, compounds 3, 8, 9, and 14-19 in CoCl2-induced, compounds 7, 8, 13, 17, and 18 in H2O2-induced, and compounds 2, 6, 7, 9, 10, and 12-19 in Aß25-35-induced SH-SY5Y cell injury models, showed statistically significant neuroprotective activities, when compared with each negative control group.
Assuntos
Frutas/química , Lignanas/isolamento & purificação , Lignanas/farmacologia , Fármacos Neuroprotetores/isolamento & purificação , Fármacos Neuroprotetores/farmacologia , Schisandra/química , Peptídeos beta-Amiloides/efeitos dos fármacos , Peróxido de Hidrogênio/análise , Lignanas/química , Conformação Molecular , Estrutura Molecular , Fármacos Neuroprotetores/química , Fragmentos de Peptídeos/efeitos dos fármacos , Difração de Raios XRESUMO
Endotoxin, which is also known as lipopolysaccharide (LPS), is a marker for intruding gram-negative pathogens. It is essential to detect endotoxin quickly and sensitively in a complex milieu. A new flow cytometry (FCM)-based magnetic aptasensor assay that employs two endotoxin-binding aptamers and magnetic beads has been developed to detect endotoxin. The endotoxin-conjugated sandwich complex on magnetic beads was observed by scanning confocal laser microscopy. The resulting magnetic aptasensor rapidly detected (<1 min) endotoxin within a broad dynamic detection range of 10(-8) to 10(0)mg/ml in the presence of bovine serum albumin (BSA), RNA, sucrose, and glucose, which are most likely to coexist with endotoxin in the majority of biological liquids. Only 2 µl of magnetic aptasensor was required to quantify the endotoxin solution. Furthermore, the magnetic aptasensor could be regenerated seven times and still presented an outstanding response to the endotoxin solution. Therefore, the magnetic aptasensor exhibited high sensitivity, selectivity, and reproducibility, thereby serving as a powerful tool for the quality control and high-throughput detection of endotoxin in the food and pharmaceutical industries.
Assuntos
Aptâmeros de Nucleotídeos/química , Técnicas de Química Analítica/métodos , Endotoxinas/análise , Citometria de Fluxo , Fenômenos Magnéticos , Técnicas de Química Analítica/instrumentação , Endotoxinas/química , Fluorescência , Limite de Detecção , Reprodutibilidade dos TestesRESUMO
The fabrication and evaluation of a natural pectin-based drug delivery system are reported in this study. The drug delivery system displays specific active targeting ability to hepatocellular carcinoma due to the presence of excess galactose residues in the polymer structure as the natural targeting ligands. The system was prepared under very mild conditions in an aqueous medium containing Ca(2+) and CO3(2-) ions, generating uniform pectin-based nanoparticles with an average diameter of 300 nm, and the drug-loading content of anticancer drug 5-fluorouracil (5-FU) is around 24.8%. Cytotoxicity study of the 5-FU-loaded nanoparticles (5-FU-NPs) in HepG2 and A549 cell lines demonstrated their greater potency in killing cancer cells with overexpressed asialoglycoprotein receptor (ASGPR) on the cell surface, compared to that of the free drug. Pharmacokinetics study using Sprague-Dawley (SD) rats further confirmed that the drug-loaded nanoparticles showed a much longer half-life in the circulation fluids than the free drug. Tissue distribution was investigated on Kunming mice, and the results also demonstrated that the 5-FU-NPs has a long circulation effect. Taken together, the pectin-based drug delivery systems exhibit size-induced prolonged circulation as well as ASGP receptor-mediated targeting ability to cancer cell lines; therefore, it is a promising platform for the treatment of hepatocellular carcinoma.