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1.
Transl Lung Cancer Res ; 13(8): 1794-1806, 2024 Aug 31.
Artigo em Inglês | MEDLINE | ID: mdl-39263010

RESUMO

Background: Research has demonstrated that radiomics models are capable of forecasting the characteristics of lung cancer. Nevertheless, due to radiomics' poor interpretability, its applicability in clinical settings remains restricted. This investigation sought to verify the correlation between radiomics features (RFs) and the biological behavior of clinical stage IA adenocarcinomas. Methods: A retrospective analysis was conducted on patients diagnosed with clinical stage IA lung adenocarcinoma who underwent resection between May 2005 and December 2018. Detailed radiomics examination of the primary tumor was carried out utilizing preoperative computed tomography (CT) images. Subsequently, patients were grouped based on their RFs using consensus clustering, enabling comparison of tumor biological characteristics among the clusters. Survival disparities among the clusters were evaluated through Kaplan-Meier and Cox analyses. Results: A consensus cluster analysis was performed on 669 patients [median age, 58 years; interquartile range (IQR), 50-64 years, 257 males, 412 females], and three distinct clusters were identified. Cluster 2 was associated with radiological solid adenocarcinoma [119 of 324 (36.7%), P<0.001], larger tumors with median tumor size of 2.1 cm with IQR of 1.7 to 2.5 cm (P<0.001), central tumor [91 of 324 (28.1%), P=0.002], pleural invasion [87 of 324 (26.9%), P<0.001], occult lymph node metastasis (ONM) [106 of 324 (32.7%), P<0.001], and a higher frequency of metastasis or recurrence [62 of 324 (19.1%), P<0.001]. The frequency of histological grade 3 was the highest in Cluster 3 [8 of 34 (23.5%), P<0.001]. Cluster 1 was associated with pure ground glass nodules (pGGNs) [184 of 310 (59.4%), P<0.001], smaller tumors with median tumor size of 1.1 cm with IQR of 0.8 to 1.4 cm (P<0.001), no pleural invasion [276 of 310 (89.0%), P<0.001], histological grade 1 [114 of 248 (46.0%), P<0.001], ONM negative [292 of 310 (94.2%), P<0.001], and a lower rate of metastasis or recurrence [298 of 310 (96.1%), P<0.001]. Conclusions: Differences in tumor biological behavior were detected among consensus clusters based on the RFs of clinical stage IA adenocarcinoma.

2.
Ear Nose Throat J ; : 1455613241271635, 2024 Sep 27.
Artigo em Inglês | MEDLINE | ID: mdl-39331956

RESUMO

Objectives: To explore the risk factors of early postoperative taste disturbance (EPTD) after type I endoscopic tympanoplasty and operative modification strategies to improve taste disturbance. Methods: This was a controlled study. One hundred and twenty-four patients who underwent type I endoscopic tympanoplasty with tragal cartilage graft were separated evenly into control and modified groups. The full-thickness tragus cartilage graft was placed close to the bony annulus to ensure drum integrity in the control group, and in the modified group, the cartilage graft was not in contact with the posterior-superior bony annulus, and the inferior-posterior of the scutum. Univariate and multivariate models were used to analyze the possible factors affecting EPTD and the prognosis of taste recovery. Results: The incidence of EPTD was significantly lower in the modification group (24.19%) than in the control group (56.45%) (OR: 4.24, 95% CI: 1.93-9.33, P < .001). Surgical manipulation of the chorda tympani nerve resulted in a higher incidence of EPTD (OR: 2.43; 95% CI: 1.06-5.57, P = .035). The size of the graft did not affect taste disturbance. No difference in the taste recovery rate was observed between the control and test groups (Z = -1.57, P = .116) after 3 months. The recovery rate of patients with manipulated chorda tympani nerves was still lower than that of patients without at 3 months (Z = -2.74, P = .006). Conclusion: Modified surgery and reduced manipulation of the chorda tympani nerve effectively reduce EPTD. Manipulated chorda tympani nerves may have a persistent effect on taste recovery.

3.
J Thorac Dis ; 16(3): 1765-1776, 2024 Mar 29.
Artigo em Inglês | MEDLINE | ID: mdl-38617761

RESUMO

Background: Accurate prediction of occult lymph node metastasis (ONM) is an important basis for determining whether lymph node (LN) dissection is necessary in clinical stage IA lung adenocarcinoma patients. The aim of this study is to determine the best machine learning algorithm for radiomics modeling and to compare the performances of the radiomics model, the clinical-radilogical model and the combined model incorporate both radiomics features and clinical-radilogical features in preoperatively predicting ONM in clinical stage IA lung adenocarcinoma patients. Methods: Patients with clinical stage IA lung adenocarcinoma undergoing curative surgery from one institution were retrospectively recruited and assigned to training and test cohorts. Radiomics features were extracted from the preoperative computed tomography (CT) images of the primary tumor. Seven machine learning algorithms were used to construct radiomics models, and the model with the best performance, evaluated using the area under the curve (AUC), was selected. Univariate and multivariate logistic regression analyses were performed on the clinical-radiological features to identify statistically significant features and to develop a clinical model. The optimal radiomics and clinical models were integrated to build a combined model, and its predictive performance was assessed using receiver operating characteristic curves, Brier score, and decision curve analysis (DCA). Results: This study included 258 patients who underwent resection (training cohort, n=182; test cohort, n=76). Six radiomics features were identified. Among the seven machine learning algorithms, extreme gradient boosting (XGB) demonstrated the highest performance for radiomics modeling, with an AUC of 0.917. The combined model improved the AUC to 0.933 and achieved a Brier score of 0.092. DCA revealed that the combined model had optimal clinical efficacy. Conclusions: The superior performance of the combined model, based on XGB algorithm in predicting ONM in patients with clinical stage IA lung adenocarcinoma, might aid surgeons in deciding whether to conduct mediastinal LN dissection and contribute to improve patients' prognosis.

4.
Heliyon ; 10(2): e24372, 2024 Jan 30.
Artigo em Inglês | MEDLINE | ID: mdl-38304841

RESUMO

Objectives: Patients with epidermal growth factor receptor (EGFR) mutations in lung adenocarcinoma (LUAD) can benefit from individualized targeted therapy. This study aims to develop, compare, analyse prediction models based on dual-energy spectral computed tomography (DESCT) and CT-based radiomic features to non-invasively predict EGFR mutation status in LUAD. Materials and methods: Patients with LUAD (n = 175), including 111 patients with and 64 patients without EGFR mutations, were enrolled in the current study. All patients were randomly divided into a training dataset (122 cases) and validation dataset (53 cases) at a ratio of 7:3. After extracting CT-based radiomic, DESCT and clinical features, we built seven prediction models and a nomogram of the best prediction. Receiver operating characteristic (ROC) curves and the mean area under the curve (AUC) values were used for comparisons among the models to obtain the best prediction model for predicting EGFR mutations. Results: The best distinguishing ability is the combined model incorporating radiomic, DESCT and clinical features for predicting the EGFR mutation status with an AUC of 0.86 (95 % CI: 0.79-0.92) in the training group and an AUC value of 0.83 (95 % CI: 0.73, 0.96) in the validation group. Conclusions: Our study provides a predictive nomogram non-invasively with a combination of CT-based radiomic, DESCT and clinical features, which can provide image-based biological information for targeted therapy of LUAD with EGFR mutations.

5.
iScience ; 26(8): 107321, 2023 Aug 18.
Artigo em Inglês | MEDLINE | ID: mdl-37554468

RESUMO

Neurological diseases are one of the most pressing issues in modern times worldwide. It thus possesses explicit attention from researchers and medical health providers to guard public health against such an expanding threat. Various treatment modalities have been developed in a remarkably short time but, unfortunately, have yet to lead to the wished-for efficacy or the sought-after clinical improvement. The main hurdle in delivering therapeutics to the brain has always been the blood-brain barrier which still represents an elusive area with lots of mysteries yet to be solved. Meanwhile, nanotechnology has emerged as an optimistic platform that is potentially holding the answer to many of our questions on how to deliver drugs and treat CNS disorders using novel technologies rather than the unsatisfying conventional old methods. Nanocarriers can be engineered in a way that is capable of delivering a certain therapeutic cargo to a specific target tissue. Adding to this mind-blowing nanotechnology, the revolutionizing gene-altering biologics can have the best of both worlds, and pave the way for the long-awaited cure to many diseases, among those diseases thus far are Alzheimer's disease (AD), brain tumors (glioma and glioblastoma), Down syndrome, stroke, and even cases with HIV. The review herein collects the studies that tested the mixture of both sciences, nanotechnology, and epigenetics, in the context of brain therapeutics using three main categories of gene-altering molecules (siRNA, miRNA, and CRISPR) with a special focus on the advancements regarding the new favorite, intranasal route of administration.

6.
Zhongguo Zhong Yao Za Zhi ; 48(9): 2455-2463, 2023 May.
Artigo em Chinês | MEDLINE | ID: mdl-37282874

RESUMO

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 ℃ 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/análise
7.
Diagnostics (Basel) ; 12(8)2022 Aug 06.
Artigo em Inglês | MEDLINE | ID: mdl-36010257

RESUMO

OBJECTIVES: To investigate the predictive ability of radiomics signature to predict the prognosis of early-stage primary lung adenocarcinoma (≤3 cm) with no lymph node metastasis (pathological stage I). MATERIALS AND METHODS: This study included consecutive patients with lung adenocarcinoma (≤3 cm) with no lymph node metastasis (pathological stage I) and divided them into two groups: good prognosis group and poor prognosis group. The association between the radiomics signature and prognosis was explored. An integrative radiomics model was constructed to demonstrate the value of the radiomics signature for individualized prognostic prediction. RESULTS: Six radiomics features were significantly different between the two prognosis groups and were used to construct a radiomics model. On the training and test sets, the area under the receiver operating characteristic curve value of the radiomics model in discriminating between the two groups were 0.946 and 0.888, respectively, and those of the pathological model were 0.761 and 0.798, respectively. A radiomics nomogram combining sex, tumor size and rad-score was built. CONCLUSION: The radiomics signature has potential utility in estimating the prognosis of patients with pathological stage I lung adenocarcinoma (≤3 cm), potentially enabling a step forward in precision medicine.

8.
BMC Med Imaging ; 22(1): 131, 2022 07 26.
Artigo em Inglês | MEDLINE | ID: mdl-35883116

RESUMO

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/métodos
9.
Clin Otolaryngol ; 46(4): 823-833, 2021 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-33655689

RESUMO

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/metabolismo
10.
CNS Neurosci Ther ; 27(4): 484-496, 2021 04.
Artigo em Inglês | MEDLINE | ID: mdl-33459523

RESUMO

AIMS: Type 2 diabetes mellitus (T2DM) can lead to brain dysfunction and a series of neurological complications. Previous research demonstrated that a novel palmitic acid (5-PAHSA) exerts effect on glucose tolerance and chronic inflammation. Autophagy was important in diabetic-related neurodegeneration. The aim of the present study was to investigate whether 5-PAHSA has specific therapeutic effects on neurological dysfunction in diabetics, particularly with regard to autophagy. METHODS: 5-PAHSA was successfully synthesized according to a previously described protocol. We then carried out a series of in vitro and in vivo experiments using PC12 cells under diabetic conditions, and DB/DB mice, respectively. PC12 cells were treated with 5-PAHSA for 24 h, while mice were administered with 5-PAHSA for 30 days. At the end of each experiment, we analyzed glucolipid metabolism, autophagy, apoptosis, oxidative stress, cognition, and a range of inflammatory factors. RESULTS: Although there was no significant improvement in glucose metabolism in mice administered with 5-PAHSA, ox-LDL decreased significantly following the administration of 5-PAHSA in serum of DB/DB mice (p < 0.0001). We also found that the phosphorylation of m-TOR and ULK-1 was suppressed in both PC12 cells and DB/DB mice following the administration of 5-PAHSA (p < 0.05 and p < 0.01), although increased levels of autophagy were only observed in vitro (p < 0.05). Following the administration of 5-PAHSA, the concentration of ROS decreased in PC12 cells and the levels of CRP increased in high-dose group of 5-PAHSA (p < 0.01). There were no significant changes in terms of apoptosis, other inflammatory factors, or cognition in DB/DB mice following the administration of 5-PAHSA. CONCLUSION: We found that 5-PAHSA can enhance autophagy in PC12 cells under diabetic conditions. Our data demonstrated that 5-PAHSA inhibits phosphorylation of the m-TOR-ULK1 pathway and suppressed oxidative stress in PC12 cells, and exerted influence on lipid metabolism in DB/DB mice.


Assuntos
Proteína Homóloga à Proteína-1 Relacionada à Autofagia/antagonistas & inibidores , Autofagia/efeitos dos fármacos , Fármacos Neuroprotetores/farmacologia , Ácido Palmítico/farmacologia , Ácidos Esteáricos/farmacologia , Serina-Treonina Quinases TOR/antagonistas & inibidores , Animais , Autofagia/fisiologia , Proteína Homóloga à Proteína-1 Relacionada à Autofagia/metabolismo , Diabetes Mellitus Tipo 2/tratamento farmacológico , Diabetes Mellitus Tipo 2/metabolismo , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Fármacos Neuroprotetores/uso terapêutico , Células PC12 , Ácido Palmítico/uso terapêutico , Fosforilação/efeitos dos fármacos , Fosforilação/fisiologia , Ratos , Transdução de Sinais/efeitos dos fármacos , Transdução de Sinais/fisiologia , Ácidos Esteáricos/uso terapêutico , Serina-Treonina Quinases TOR/metabolismo
11.
Bioprocess Biosyst Eng ; 44(1): 67-79, 2021 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-32772153

RESUMO

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/genética
12.
FEBS J ; 288(3): 1027-1040, 2021 02.
Artigo em Inglês | MEDLINE | ID: mdl-32452625

RESUMO

Planar cell polarity (PCP) signalling specifies the orientation of epithelial cells and regulates directional beating of motile cilia of multiciliated epithelial cells. Clinically, defects in cilia function are associated with nasopharyngeal symptoms. The polarity of the nasopharyngeal epithelium is poorly understood. Here, we demonstrated PCP in the nasopharyngeal epithelium. Multiciliated cells (MCCs) were uniformly aligned with their long axis parallel to the tissue axis of the nasopharynx (NP). In addition, PCP proteins exhibited an asymmetrical localisation between adjacent cells. Motile cilia were uniformly aligned in the same direction within both individual cells and neighbouring cells, which manifested as cilial polarity in MCCs. Mutation of Vangl2, a mammalian homologue of the Drosophila PCP gene, resulted in significant disruption of the orientation of epithelial cells. Finally, keratin-5-positive basal cells constantly replenished the luminal ciliated cells; the new dynamic ciliated cells were also oriented parallel to the tissue axis. These results indicate a role for the PCP pathway in the uniform orientation of dynamically replenished epithelial cells in the NP.


Assuntos
Polaridade Celular , Cílios/metabolismo , Células Epiteliais/metabolismo , Epitélio/metabolismo , Nasofaringe/metabolismo , Animais , Cílios/ultraestrutura , Células Epiteliais/citologia , Células Epiteliais/ultraestrutura , Epitélio/ultraestrutura , Proteínas com Domínio LIM/metabolismo , Mamíferos/metabolismo , Proteínas de Membrana/metabolismo , Camundongos Knockout , Microscopia Eletrônica de Transmissão , Nasofaringe/citologia , Nasofaringe/ultraestrutura , Proteínas do Tecido Nervoso/genética , Proteínas do Tecido Nervoso/metabolismo
13.
Ear Hear ; 41(3): 669-677, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-31567561

RESUMO

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 X
14.
BMC Pulm Med ; 19(1): 53, 2019 Feb 26.
Artigo em Inglês | MEDLINE | ID: mdl-30808337

RESUMO

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 numéricos
15.
Fitoterapia ; 116: 10-16, 2017 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-27840284

RESUMO

Three new (1-3) and seven known (4-10) triterpenoids, together with one new (11) and fifteen known (12-26) dibenzocyclooctadiene lignans, were isolated from the fruit of Schisandra sphenanthera Rehd. et Wils. Their structures were elucidated by extensive analysis of spectroscopic methods, including HRESIMS, 1D and 2D NMR spectra and CD experiments. All of the isolated triterpenoids (1-10) were evaluated for their in vitro cytotoxicities against HepG2 human hepatocellular carcinoma cell line, and compounds 1, 3-7 and 10 exhibited moderate antiproliferative effects against HepG2 cell line with IC50 ranging from 18.12 to 49.52µM. The lignans (11-26) were tested for their neuroprotective activities against CoCl2, H2O2 and Aß25-35-induced SH-SY5Y cell injuries and showed considerable neuroprotective effects of different degrees. And at the low concentration of 3.2nM, compounds 14, 17-19, 23 in CoCl2-induced, compounds 11, 13-15, 17, 19-20, 22-24 in H2O2-induced, and compounds 12-14, 19, 25-26 in Aß25-35-induced SH-SY5Y cell injury models, showed statistically significant neuroprotective activities compared with the negative control group, respectively.


Assuntos
Ciclo-Octanos/farmacologia , Frutas/química , Lignanas/farmacologia , Schisandra/química , Triterpenos/farmacologia , Antineoplásicos Fitogênicos/isolamento & purificação , Antineoplásicos Fitogênicos/farmacologia , Ciclo-Octanos/isolamento & purificação , Medicamentos de Ervas Chinesas/química , Células Hep G2 , Humanos , Lignanas/isolamento & purificação , Estrutura Molecular , Fármacos Neuroprotetores/isolamento & purificação , Fármacos Neuroprotetores/farmacologia , Triterpenos/isolamento & purificação
16.
Basic Clin Pharmacol Toxicol ; 116(2): 110-4, 2015 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-25052567

RESUMO

Our previous studies have demonstrated that phytoestrogen α-zearalanol (α-ZAL) possesses potential benefits in alleviating cell apoptotic death just like oestrogen. However, the underlying mechanism is not fully understood. This study was designed to test the hypothesis that the neuroprotective effect of α-ZAL is mediated by oestrogen receptor (ER) as α-ZAL owns the benzene ring structure may interact with ER. The present results showed a significant increase in apoptosis in differentiated PC12 cells after a 24-hr exposure to amyloid ß-peptide fragment 25-35 (Aß25-35 ), accompanied by decreasing of bcl-2 expression and increasing bax expression, whereas a pre-treatment with α-ZAL ameliorated these changes induced by Aß25-35 . In addition, the α-ZAL-mediated cytoprotection was abrogated by ERα antagonist but not by ERß antagonist. In summary, these data suggest that α-ZAL intervenes against Aß-induced apoptosis via intersecting bcl-2-bax apoptotic pathway in an ERα-sensitive manner.


Assuntos
Receptor alfa de Estrogênio/metabolismo , Fármacos Neuroprotetores/farmacologia , Fitoestrógenos/farmacologia , Zeranol/farmacologia , Peptídeos beta-Amiloides/farmacologia , Animais , Apoptose/efeitos dos fármacos , Diferenciação Celular , Células PC12 , Fragmentos de Peptídeos/farmacologia , Proteínas Proto-Oncogênicas c-bcl-2/genética , Ratos , Proteína X Associada a bcl-2/genética
17.
Mol Pharm ; 11(2): 638-44, 2014 Feb 03.
Artigo em Inglês | MEDLINE | ID: mdl-24383625

RESUMO

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.


Assuntos
Antineoplásicos , Carcinoma Hepatocelular/tratamento farmacológico , Neoplasias Hepáticas/tratamento farmacológico , Nanopartículas/uso terapêutico , Pectinas/farmacologia , Pectinas/uso terapêutico , Animais , Antineoplásicos/farmacocinética , Antineoplásicos/farmacologia , Antineoplásicos/uso terapêutico , Bioensaio , Cápsulas/química , Linhagem Celular Tumoral , Sobrevivência Celular/efeitos dos fármacos , Sistemas de Liberação de Medicamentos , Humanos , Concentração Inibidora 50 , Camundongos , Microscopia Eletrônica de Transmissão , Nanopartículas/química , Tamanho da Partícula , Pectinas/química , Ratos
18.
World J Gastroenterol ; 15(39): 4945-51, 2009 Oct 21.
Artigo em Inglês | MEDLINE | ID: mdl-19842227

RESUMO

AIM: To investigate glue extrusion after endoscopic N-butyl-2-cyanoacrylate injection on gastric variceal bleeding and to evaluate the long-term efficacy and safety of this therapy. METHODS: A total of 148 cirrhotic patients in our hospital with esophagogastric variceal bleeding (EGVB) were included in this study. N-butyl-2-cyanoacrylate was mixed with lipiodol in a 1:1 ratio and injected as a bolus of 1-3 mL according to variceal size. Patients underwent endoscopic follow-up the next week, fourth week, second month, fourth month, and seventh month after injection and then every 6 mo to determine the cast shape. An abdominal X-ray film and ultrasound or computed tomographic scan were also carried out in order to evaluate the time of variceal disappearance and complete extrusion of the cast. The average follow-up time was 13.1 mo. RESULTS: The instantaneous hemostatic rate was 96.2%. Early re-bleeding after injection in 9 cases (6.2%) was estimated from rejection of adhesive. Late re-bleeding occurred in 12 patients (8.1%) at 2-18 mo. The glue cast was extruded into the lumen within one month in 86.1% of patients and eliminated within one year. Light erosion was seen at the injection position and mucosa edema in the second week. The glue casts were extruded in 18 patients (12.1%) after one week and in 64 patients (42.8%) after two weeks. All kinds of glue clumping shapes and colors on endoscopic examination were observed in 127 patients (86.1%) within one month, including punctiform, globular, pillar and variform. Forty one patients (27.9%) had glue extrusion after 3 mo and 28 patients (28.9%) after six months. The extrusion time was not related to the injection volume of histoacryl. Obliteration was seen in 70.2% (104 cases) endoscopically. The main complication was re-bleeding resulting from extrusion. The prognosis of the patients depended on the severity of the underlying liver disease. CONCLUSION: Endoscopic injection of cyanoacrylate is highly effective for gastric varices bleeding. The glue clump shape is correlated with anatomic structure of vessels. The time of extrusion was not related to dosage of the glue.


Assuntos
Embucrilato/administração & dosagem , Endoscopia Gastrointestinal , Varizes Esofágicas e Gástricas/terapia , Hemorragia Gastrointestinal/terapia , Hemostase Endoscópica , Hemostáticos/administração & dosagem , Cirrose Hepática/complicações , Adolescente , Adulto , Idoso , Embucrilato/efeitos adversos , Endoscopia Gastrointestinal/efeitos adversos , Varizes Esofágicas e Gástricas/diagnóstico por imagem , Varizes Esofágicas e Gástricas/etiologia , Feminino , Hemorragia Gastrointestinal/diagnóstico por imagem , Hemorragia Gastrointestinal/etiologia , Hemostase Endoscópica/efeitos adversos , Hemostáticos/efeitos adversos , Humanos , Injeções , Cirrose Hepática/terapia , Masculino , Pessoa de Meia-Idade , Recidiva , Índice de Gravidade de Doença , Fatores de Tempo , Tomografia Computadorizada por Raios X , Resultado do Tratamento , Ultrassonografia , Adulto Jovem
19.
Chin Med J (Engl) ; 120(23): 2081-5, 2007 Dec 05.
Artigo em Inglês | MEDLINE | ID: mdl-18167180

RESUMO

BACKGROUND: Gastric varices (GV) are life-threatening for patients with portal hypertension. Endoscopic injection with butyl cyanoacrylate (BC), the mainstay of the therapy for GV, has been reported to be effective for hemostasis of bleeding varices, but its efficacy in the obliteration of GV and impact on the survival of patients still needs clarification. Here we summarized our experience of 10 years' practice to evaluate the efficacy and safety of endoscopic therapy using BC for GV patients. METHODS: From January 1997 to April 2006, GV cases treated with endoscopic injection using BC were collected. The "sandwich method" and the "modified sandwich method" were used to inject BC intravascularly. Retrograde analysis was made on the data of treatment and follow-up. RESULTS: A total of 635 GV cases treated with endoscopic injection using BC were collected, most of them (90.2%) suffered from post-hepatitis cirrhosis. Emergency hemostasis was achieved in 139 out of 146 sessions (95.2%). Complications occurred in 32 cases (5.2%), including hemorrhage due to early expulsion of tissue glue (3.1%), septicemia (1%) and ectopic thrombosis (0.5%), such as spleen infarction. Endoscopic follow-up in 503 patients showed complete disappearance (76.9%), collapse (17.3%) or remnants (5.8%) of gastric varices. A total of 550 patients were followed up clinically for 3 to 115 months. Of these patients, 44 had recurrent bleeding (8.0%) and 44 died from hepatic failure, recurrent bleeding, hepatic carcinoma or other causes. The longest survival was 115 months, with a median survival of 25 months. Survival rates at 1, 2, 3, 4 and 5 year were 95%, 92%, 90%, 83% and 81%, respectively. CONCLUSIONS: Endoscopic sclerotherapy with BC is effective for the hemostasis of bleeding GV, as well as obliteration of GV which contributes to less rebleeding and better survival. The modified sandwich method may be useful to minimize ectopic embolism, which we speculated to result from excess iodized oil.


Assuntos
Embucrilato/uso terapêutico , Endoscopia Gastrointestinal/métodos , Varizes Esofágicas e Gástricas/terapia , Escleroterapia/métodos , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Criança , Varizes Esofágicas e Gástricas/mortalidade , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Escleroterapia/efeitos adversos , Adesivos Teciduais/uso terapêutico
20.
Chin J Dig Dis ; 7(3): 175-9, 2006.
Artigo em Inglês | MEDLINE | ID: mdl-16808799

RESUMO

OBJECTIVE: To assess the histopathological vascular changes after injection of N-butyl-2-cyanoacrylate into the vessels of adult rabbits. METHODS: The animals used were 42 pure-blood New Zealand white rabbits weighing 2-3 kg. 0.2 mL cyanoacrylate with lipiodol was injected into the external jugular vein and femoral artery of each rabbit. Tissue specimens were obtained for histopathological study at 3 days, 7 days, 2 weeks, 3 weeks, 4 weeks, 2 months and 3 months after injection. RESULTS: The vessels were obliterated immediately after the injection. The main manifestation of histopathology at 3 days to 2 weeks was an acute inflammatory reaction; this progressed to subacute vasculitis at 3 weeks and a chronic granulomatous foreign body reaction developed at 4 weeks. The glue mass essentially disappeared in 2-3 months, replaced by fibrotic tissue with partial vascular recanalization. At 3 weeks after injection, the elastic fibrils of the arterial wall proliferated distinctly, resulting in narrowing of the lumen with subsequent obliteration, whereas the venous wall still showed inflammation and necrosis without hyperplasia of elastic fibrils. Extrusion of glue was observed over 1-3 months in both arteries and veins and was obvious in the latter. CONCLUSIONS: The histopathological changes after injection of N-butyl-2-cyanoacrylate were similar in the arteries and the veins with the exception of hyperplasia of elastic fibrils in the arterial wall and inflammation and necrosis in the venous wall at 2-3 weeks. Glue extrusion was seen in both arteries and veins.


Assuntos
Embucrilato/análogos & derivados , Artéria Femoral/patologia , Veias Jugulares/patologia , Adesivos Teciduais/farmacologia , Animais , Arteriopatias Oclusivas/induzido quimicamente , Embucrilato/administração & dosagem , Embucrilato/farmacologia , Artéria Femoral/efeitos dos fármacos , Reação a Corpo Estranho/patologia , Injeções Intra-Arteriais , Injeções Intravenosas , Veias Jugulares/efeitos dos fármacos , Masculino , Coelhos , Vasculite/induzido quimicamente , Vasculite/patologia
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