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1.
Cereb Cortex ; 34(1)2024 01 14.
Artículo en Inglés | MEDLINE | ID: mdl-38112602

RESUMEN

Systemic infiltration is a hallmark of diffuse midline glioma pathogenesis, which can trigger distant disturbances in cortical structure. However, the existence and effects of these changes have been underexamined. This study aimed to investigate whole-brain cortical myelin and thickness alternations induced by diffuse midline glioma. High-resolution T1- and T2-weighted images were acquired from 90 patients with diffuse midline glioma with H3 K27-altered and 64 patients with wild-type and 86 healthy controls. Cortical thickness and myelin content was calculated using Human Connectome Project pipeline. Significant differences in cortical thickness and myelin content were detected among groups. Short-term survival prediction model was constructed using automated machine learning. Compared with healthy controls, diffuse midline glioma with H3 K27-altered patients showed significantly reduced cortical myelin in bilateral precentral gyrus, postcentral gyrus, insular, parahippocampal gyrus, fusiform gyrus, and cingulate gyrus, whereas diffuse midline glioma with H3 K27 wild-type patients exhibited well-preserved myelin content. Furtherly, when comparing diffuse midline glioma with H3 K27-altered and diffuse midline glioma with H3 K27 wild-type, the decreased cortical thickness in parietal and occipital regions along with demyelination in medial orbitofrontal cortex was observed in diffuse midline glioma with H3 K27-altered. Notably, a combination of cortical features and tumor radiomics allowed short-term survival prediction with accuracy 0.80 and AUC 0.84. These findings may aid clinicians in tailoring therapeutic approaches based on cortical characteristics, potentially enhancing the efficacy of current and future treatment modalities.


Asunto(s)
Neoplasias Encefálicas , Glioma , Humanos , Neoplasias Encefálicas/diagnóstico por imagen , Histonas/genética , Glioma/diagnóstico por imagen , Vaina de Mielina , Encéfalo/patología , Mutación
2.
Cardiovasc Drugs Ther ; 37(6): 1053-1064, 2023 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-35171385

RESUMEN

OBJECTIVE: As some articles have highlighted the role of microRNA-92a (miR-92a) in myocardial ischemia-reperfusion injury (MI/RI), this article aimed to investigate the effect of miR-92a on Sevoflurane (Sevo)-treated MI/RI via regulation of Krüppel-like factor 4 (KLF4). METHODS: An MI/RI rat model was established by ligating the left anterior descending coronary artery. The cardiac function, pathological changes of myocardial tissues, inflammatory response, oxidative stress and cardiomyocyte apoptosis in MI/RI rats were determined. KLF4 and miR-92a expression was detected in the myocardial tissue of rats, and the target relationship between miR-92a and KLF4 was confirmed. RESULTS: Sevo treatment alleviated myocardial damage, inflammatory response, oxidative stress response, and cardiomyocyte apoptosis, and improved cardiac function in MI/RI rats. miR-92a increased and KLF4 decreased in the myocardial tissue of MI/RI rats. KLF4 was targeted by miR-92a. Downregulation of miR-92a or upregulation of KLF4 further enhanced the effect of Sevo treatment on MI/RI. CONCLUSION: This study suggests that depletion of miR-92a promotes upregulation of KLF4 to improve cardiac function, reduce cardiomyocyte apoptosis and further enhance the role of Sevo treatment in alleviating MI/RI.


Asunto(s)
MicroARNs , Daño por Reperfusión Miocárdica , Ratas , Animales , MicroARNs/metabolismo , Sevoflurano/farmacología , Sevoflurano/metabolismo , Daño por Reperfusión Miocárdica/tratamiento farmacológico , Daño por Reperfusión Miocárdica/genética , Daño por Reperfusión Miocárdica/prevención & control , Factor 4 Similar a Kruppel , Miocardio/patología , Miocitos Cardíacos , Apoptosis
3.
Zhonghua Nan Ke Xue ; 24(1): 67-71, 2018.
Artículo en Zh | MEDLINE | ID: mdl-30157364

RESUMEN

OBJECTIVE: To observe the clinical effects of Huanshao Capsules (HSC) combined with levocarnitine (LC) on asthenospermia, oligospermia, teratozoospermia, and the semen parameters of the patients. METHODS: This randomized controlled clinical study included 186 infertility patients with spleen and kidney asthenia. We randomly divided them into three groups of equal number and treated them orally with HSC at the dose of 3 capsules tid, LC at 10 ml tid, and HSC+LC, respectively, all for 12 weeks. At 4, 8, and 12 weeks after treatment, we obtained the semen parameters from the patients and compared them among the three groups. RESULTS: Totally, 180 of the patients completed the study, 61 in the HSC, 59 in the LC and 60 in the HSC+LC group. After 12 weeks of medication, the patients of the HSC+LC group showed an increase of 42.77% in the semen volume, 142.37% in sperm concentration, 28.61% in sperm motility, and 24.39% in the percentage of grade a+b sperm and a decrease of 6.27% in the percentage of morphologically abnormal sperm as compared with the baseline (P <0.05). The patients treated with HSC+LC showed significantly more improvement in all the above parameters than those treated with LC alone (P <0.05) as well as in sperm motility and the percentage of progressively motile sperm than those treated with HSC alone (P <0.05). The HSC group exhibited remarkable improvement in the above parameters after treatment as compared with the baseline (P <0.05) and higher semen volume and sperm concentration than the LC group (P <0.05). CONCLUSIONS: Huanshao Capsulescombined with levocarnitinedeserves a wide clinical application as a safe and efficacious therapy forasthenospermia, oligospermia,and teratozoospermia.


Asunto(s)
Astenozoospermia/tratamiento farmacológico , Carnitina/uso terapéutico , Medicamentos Herbarios Chinos/uso terapéutico , Oligospermia/tratamiento farmacológico , Teratozoospermia/tratamiento farmacológico , Administración Oral , Cápsulas , Quimioterapia Combinada , Humanos , Masculino , Semen/efectos de los fármacos , Análisis de Semen , Recuento de Espermatozoides , Motilidad Espermática
4.
Sheng Wu Yi Xue Gong Cheng Xue Za Zhi ; 31(5): 1117-20, 2014 Oct.
Artículo en Zh | MEDLINE | ID: mdl-25764733

RESUMEN

This study aims to explore the clinical value of the computer-aided diagnosis (CAD) system for early detection of the pulmonary nodules on digital chest X-ray. A total of 100 cases of digital chest radiographs with pulmonary nodules of 5-20 mm diameter were selected from Pictures Archiving and Communication System (PACS) database in West China Hospital of Sichuan University were enrolled into trial group, and other 200 chest radiographs without pulmonary nodules as control group. All cases were confirmed by CT examination. Firstly, these cases were diagnosed by 5 different-seniority doctors without CAD, and after three months, these cases were re-diagnosed by the 5 doctors with CAD. Subsequently, the diagnostic results were analyzed by using SPSS statistical methods. The results showed that the sensitivity and specificity for detecting pulmonary nodules tended to be improved by using the CAD system, especially for specificity, but there was no significant difference before and after using CAD system.


Asunto(s)
Diagnóstico por Computador , Diagnóstico Precoz , Pulmón/patología , Radiografía Torácica , China , Humanos , Intensificación de Imagen Radiográfica , Tórax
5.
J Inflamm Res ; 17: 4077-4091, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38948197

RESUMEN

Purpose: Oxidative stress promotes disease progression by stimulating the humoral and cellular immune responses. However, the molecular mechanisms underlying oxidative stress and immune responses in acute pancreatitis (AP) have not been extensively studied. Patients and Methods: We analyzed the GSE194331 dataset and oxidative stress-related genes (OSRGs). We identified differentially expressed immune cell-associated OSRGs (DE-ICA-OSRGs) by overlapping key module genes from weighted gene co-expression network analysis, OSRGs, and DEGs between AP and normal samples. Functional enrichment analysis was performed to investigate the functions of DE-ICA-OSRGs. We then filtered diagnostic genes using receiver operating characteristic curves and investigated their molecular mechanisms using single-gene set enrichment analysis (GSEA). We also explored the correlation between diagnostic genes and differential immune cells. Finally, we constructed a transcription factor-microRNA-messenger RNA (TF-miRNA-mRNA) network of biomarkers. Results: In this study, three DE-ICA-OSRGs (ARG1, NME8 and VNN1) were filtered by overlapping key module genes, OSRGs and DEGs. Functional enrichment results revealed that DE-ICA-OSRGs were involved in the cellular response to reactive oxygen species and arginine biosynthesis. Latterly, a total of two diagnostic genes (ARG1 and VNN1) were derived and their expression was higher in the AP group than in the normal group. The single-gene GSEA enrichment results revealed that diagnostic genes were mainly enriched in macroautophagy and Toll-like receptor signaling pathways. Correlation analysis revealed that CD8 T cells, resting memory T CD4 cells, and resting NK cells were negatively correlated with ARG1, and neutrophils were positively correlated with ARG1, which was consistent with that of VNN1. The TF-miRNA-mRNA regulatory network included 11 miRNAs, 2 mRNAs, 10 transcription factors (TFs), and 26 pairs of regulatory relationships, like NFKB1-has-miR-2909-VNN1. Conclusion: In this study, two immune cell oxidative stress-related AP diagnostic genes (ARG1 and VNN1) were screened to offer a new reference for the diagnosis of patients with AP.

6.
Ecol Evol ; 14(6): e11570, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38898930

RESUMEN

The geographical variation and domestication of tree species are an important part of the theory of forest introduction, and the tracing of the germplasm is the theoretical basis for the establishment of high-quality plantations. Chinese pine (Pinus tabuliformis Carr.) is an important native timber tree species widely distributed in northern China, but it is unclear exactly where germplasm of the main Chinese pine plantation populations originated. Here, using two mtDNA markers, we analyzed 796 individuals representing 35 populations (matR marker), and 873 individuals representing 38 populations (nad5-1 marker) of the major natural and artificial populations in northern China, respectively (Shanxi, Hebei and Liaoning provinces). The results confirmed that the core position of natural SX* populations ("*" means natural population) in the Chinese pine populations of northern China, the genetic diversity of HB and LN plantations was higher than that of natural SX* populations, and there was a large difference in genetic background within the groups of SX* and LN, HB showed the opposite. More importantly, we completed the "point by point" tracing of the HB and LN plantings. The results indicated that almost all HB populations originated from SX* (GDS*, ZTS*, GCS*, and THS*), which resulted in homogeneity of the genetic background of HB populations. Most of germplasm of the LN plantations originated from LN* (ZJS* and WF*), and the other part originated from GDS* (SX*), resulting in the large differences in the genetic background within the LN group. Our results provided a reliable theoretical basis for the scientific allocation, management, and utilization of Chinese pine populations in northern China, and for promoting the high-quality establishment of Chinese pine plantations.

7.
Mitochondrial DNA B Resour ; 9(6): 720-724, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38859915

RESUMEN

Polygonatum hunanense H.H. Liu & B.Z. Wang (2021) and P. verticillatum (L.) All. (1875) have been widely used as foods and as folk medicines in China and India, and P. caulialatum S. R. Yi (2021) has recently been described as a new medical plant in China. There is at present a lack of genome information regarding the species. Hence, this study reports the complete chloroplast genomes of the three species. The genomes of P. hunanense, P. verticillatum, and P. caulialatum were 155,583 bp, 155,650 bp, and 155,352 bp in length, respectively. They contained large single-copy (LSC) regions of 84,412 bp, 84,404 bp, and 84,285 bp, small single-copy (SSC) regions of 18,427 bp, 18,416 bp, and 18,463 bp, and a pair of inverted repeats of 26,372 bp, 26,415 bp, and 26,302 bp, respectively. The chloroplast genomes of P. hunanense, P. verticillatum, and P. caulialatum had 133 (103 unique) genes, consisting of 87 protein-coding genes, 38 ribosomal ribonucleic acid (RNA) genes, and eight transfer RNA genes, respectively. A maximum-likelihood phylogenetic tree showed that P. kingianum Coll. et Hemsl. var. grandifolium D.M. Liu & W.Z. Zeng (1991) was closer to P. cyrtonema Hua (1892) rather than to P. kingianum Coll. et Hemsl. (1890), further supporting its status as a unique species of the genus. Moreover, P. verticillatum was separated from the easily confused herb P. cirrhifolium (Wall.) Royle (1839), while P. caulialatum was closest to P. humile Fisch. ex Maxim. (1859). This research provides a foundation for further study of these herbs.

8.
Nat Commun ; 14(1): 3997, 2023 07 06.
Artículo en Inglés | MEDLINE | ID: mdl-37414766

RESUMEN

Uranium (U) is a well-known nephrotoxicant which forms precipitates in the lysosomes of renal proximal tubular epithelial cells (PTECs) after U-exposure at a cytotoxic dose. However, the roles of lysosomes in U decorporation and detoxification remain to be elucidated. Mucolipin transient receptor potential channel 1 (TRPML1) is a major lysosomal Ca2+ channel regulating lysosomal exocytosis. We herein demonstrate that the delayed administration of the specific TRPML1 agonist ML-SA1 significantly decreases U accumulation in the kidney, mitigates renal proximal tubular injury, increases apical exocytosis of lysosomes and reduces lysosomal membrane permeabilization (LMP) in renal PTECs of male mice with single-dose U poisoning or multiple-dose U exposure. Mechanistic studies reveal that ML-SA1 stimulates intracellular U removal and reduces U-induced LMP and cell death through activating the positive TRPML1-TFEB feedback loop and consequent lysosomal exocytosis and biogenesis in U-loaded PTECs in vitro. Together, our studies demonstrate that TRPML1 activation is an attractive therapeutic strategy for the treatment of U-induced nephrotoxicity.


Asunto(s)
Canales de Potencial de Receptor Transitorio , Uranio , Masculino , Ratones , Animales , Uranio/toxicidad , Uranio/metabolismo , Lisosomas/metabolismo , Exocitosis , Canales de Potencial de Receptor Transitorio/metabolismo , Calcio/metabolismo
9.
PhytoKeys ; 236: 17-27, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-38050631

RESUMEN

Gelidocalamusalbozonatus W. G. Zhang, S. R. Yi & Y. L. Li, a new species of Gelidocalamus, collected from Pengshui County of Chongqing City in China, was described and illustrated herein. In this study, key morphological characters were compared between the new species and other eight "gelido-" members of Gelidocalamus. By using scanning electron microscopy (SEM), its leaf epidermal characters were observed in comparison with those of another three Gelidocalamus representatives. Our results show that the new taxon has the typical characteristics of the genus Gelidocalamus, both macromorphologically and micromorphologically. Moreover, it was most similar to G.tessellatus, but differed by a ring of white tomenta below per node, culm sheath base with densely purple verrucous setae and foliage leaf blades mesophyll.

10.
Artículo en Inglés | MEDLINE | ID: mdl-35722139

RESUMEN

Objective: The aim of the study was to explore the regularity of acupoints in the treatment of amyotrophic lateral sclerosis (ALS) by means of data mining technology. Methods: Nine databases, including SinoMed, Chongqing VIP (CQVIP), China National Knowledge Infrastructure (CNKI), Wanfang Data, Cochrane Library, PubMed, MEDLINE, Web of Science, and Embase, were comprehensively searched till December 2021. The published clinical literature testing acupuncture in the treatment of ALS was eligible for inclusion. Studies were organized to establish the prescription database. Modular data mining analysis, including acupoint frequency, complex network analysis, association rule analysis, and cluster analysis were used to conduct statistical analysis. Results: Forty-two literature studies on 141 acupoints were included, involving 626 times the total application frequency. The top 5 acupoints in application frequency were Hegu (LI 4, 67%), Zusanli (ST 36, 67%), Quchi (LI 11, 52%), Sanyinjiao (SP 6, 48%), and Yanglingquan (GB 34, 45%). The most involved meridian was the large intestine meridian of hand Yangming (90 times). The generally used acupoints were mainly distributed in the lower limbs. The top 5 combinations in application frequency were Hegu-Quchi (75 times), Quchi-Zusanli (66 times), Zusanli-Sanyinjiao (54 times), Hegu-Sanyinjiao (54 times), and Quchi-Sanyinjiao (49 times). The acupoint combinations with the strongest association were Quchi, Hegu, Zusanli, Sanyinjiao, and Shousanli (LI 10). There were 7 acupoint groups according to the cluster analysis. The core prescriptions were Hegu, Zusanli, Quchi, and Jiaji (EX-B 2). Conclusions: Hegu, Zusanli, Quchi, and Jiaji could be used as the main prescriptions in treating ALS. The combination of Quchi, Hegu, Zusanli, and Sanyinjiao should be selected with priority in acupuncture therapy.

11.
Dalton Trans ; 51(35): 13263-13271, 2022 Sep 13.
Artículo en Inglés | MEDLINE | ID: mdl-35979932

RESUMEN

Iron-based crystalline porous materials (CPMs) emerged as a new class of biodegradable and non-toxic materials of high interest for drug delivery systems (DDSs) due to their high loading capacity and controllable structures. This work constructed two kinds of Fe-CPM coordination polymers (CPM-83 and CPM-85) from typical oxo-centered trimers of the iron octahedra cluster [Fe3O(RCOO)3(TPT)] with two functional modules. The tri-topic pyridine ligand (TPT) occupied the open metal sites of the trinuclear cluster, precluding the attachment of neutralizing anions, leading to three-dimensional frameworks with a positive charge and higher stability. Moreover, the triazine ligand TPT divides the original columnar channel into small domains, improving the adsorption efficiency and maximizing the host-guest interaction. Hence, the suitable pore size and electrostatic force make the materials highly adsorption selective for the anticancer drug 5-fluorouracil (5-Fu). We show that Fe-CPM-83 and Fe-CPM-85 loaded with 5-Fu are efficient drug delivery vehicles with loading content as high as 60.5 (wt%) and 32.8 (wt%) within 2-5 h of loading time. Simultaneously, their sustained release kinetics can be up to 96 hours with a completely different pH-responsive controlled release. The released content is 77% or 85% for each complex, significantly prolonging the release process and decreasing the plasma concentration. The MTT assay was performed on mouse fibroblasts (L929) to demonstrate the satisfactory biocompatibility of the matrix. This work has momentous research significance and application value for developing novel drug-delivery materials.


Asunto(s)
Fluorouracilo , Hierro , Animales , Preparaciones de Acción Retardada/farmacología , Fluorouracilo/química , Fluorouracilo/farmacología , Hierro/química , Ligandos , Ratones , Porosidad
12.
PhytoKeys ; 215: 87-94, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36761096

RESUMEN

A new species, Lysimachiacoriacea, from Chongqing, China, is described and illustrated. It is assigned to subgen. Lysimachiasect.Nummulariaser.Paridiformes and resembles L.paridiformisvar.stenophylla, but is characterised by smaller leathery leaves with black glandular striations near the margin. It is also similar to L.nanpingensis in its two to three pairs of leaves sub-whorled at the stem apices, but differs by smaller leathery leaves and densely glandular stem, petiole and pedicel, and calyx lobes with sparse black glandular stripes.

13.
Anal Methods ; 14(40): 3961-3969, 2022 10 20.
Artículo en Inglés | MEDLINE | ID: mdl-36173377

RESUMEN

Designing MOF-based materials with desired electrochemical activity and high electron conductivity may yield a novel electrochemical sensor that effectively detects various organic pollutants and conducts health monitoring. This study developed a facile and versatile electrochemical sensor for simultaneously monitoring the environmental pollutants hydroquinone (HQ) and catechol (CT). The electrodes are fabricated by modifying a GCE with a Cu-functionalized MOF (UiO-bpydc-Cu) and multi-walled carbon nanotubes (MWCNTs). The Cu-functionalized MOF effectively improved the electronic conductivity by metalating the 2,2'-bipyridyl-derived UiO-bpydc with Cu2+ ions. Moreover, due to the synergic effect, the composite electrode exhibits a significant voltammetric response to HQ's and CT's electro-redox. A rapid and sensitive method of synchronously detecting HQ and CT has been established by differential pulse voltammetry (DPV). The experiments reveal that the linear response ranges were 0.5-565 µM and 1-1350 µM for HQ and CT, respectively, with low detection limits of 0.361 µM and 0.245 µM. The proposed UiO-bpydc-Cu/MWCNTs/GCE electrochemical sensor shows high sensitivity, good anti-interference, reproducibility, and stability. It can also be applied for detecting HQ and CT in actual samples.


Asunto(s)
Contaminantes Ambientales , Nanotubos de Carbono , Hidroquinonas/análisis , Reproducibilidad de los Resultados , 2,2'-Dipiridil , Electrodos , Catecoles/análisis
14.
Polymers (Basel) ; 14(24)2022 Dec 13.
Artículo en Inglés | MEDLINE | ID: mdl-36559826

RESUMEN

The natural adsorption material montmorillonite (MMT) was selected, and cellulose acetate (CA) was used as the loading substrate to design and prepare a kind of green and environment-friendly recyclable porous composite fiber membrane with good heavy metal ion adsorption performance. Acetic acid modified montmorillonite (HCl-MMT), sodium dodecyl sulfonate modified montmorillonite (SDS-MMT), and chitosan modified montmorillonite (CTS-MMT) were prepared by inorganic modification and organic modification, and the porous MMT/CA composite fiber membrane was constructed by centrifugal spinning equipment. The morphological and structural changes of MMT before and after modification and their effects on porous composite fiber membranes were investigated. The morphology, structure, and adsorption properties of the composite fibers were characterized by scanning electron microscopy (SEM) and atomic absorption spectrometry (ASS). The experimental results showed that the maximum adsorption capacity of Cu2+ on the prepared 5 wt% CTS-MMT composite fiber membrane was 60.272 mg/g after 10 h static adsorption. The adsorption of Cu2+ by a porous composite fiber membrane conforms to the quasi-second-order kinetic model and Langmuir isothermal adsorption model. The main factor of the Cu2+ adsorption rate is chemical adsorption, and the adsorption mechanism is mainly monolayer adsorption.

15.
Front Behav Neurosci ; 16: 1061877, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36560929

RESUMEN

Introduction: Kaixinsan (KXS) has been in use as an effective classic formulation of traditional Chinese medicine for depression. However, its active components and action mechanism against depression remain elusive. The purpose of this study was to summarize and evaluate the efficacy and potential pharmacological mechanisms of KXS in antidepressant treatment. Materials and methods: Reports on the use of KXS in the treatment of depression were systematically collected from PubMed, Web of Science, Embase, China National Knowledge Infrastructure, Chongqing VIP, and Wanfang Data from the establishment to July 2022, including those on mood disorders in neurological diseases such as Alzheimer's disease. Meta-analysis was conducted with the Review Manager 5.3 software. Online datasets, traditional Chinese medicine system pharmacological analysis platform, GeneCards, online Mendelian inheritance in man, and DisGeNET were used to investigate the depression-related genes. The gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichments were performed to construct the 'component-target-pathways' network using Metascape online analyses. Result: Ten studies were included in the analysis. Meta-analysis showed that both low-dose KXS (SMD = 19.66, Z = 7.96, and I 2 = 42%) and high-dose KXS (SMD = 23.84, Z = 8.46, and I 2 = 13%) could increase the sucrose preference in depression models. In addition, 5-hydroxytryptamine (5-HT) (SMD = 10.91, Z = 2.95, and I 2 = 50%) returned to normal level after the treatment at low dose KXS. In network pharmacology, 50 active components and 376 gene targets were screened out. AKT1, GAPDH, ALB, TNF, and TP53 were the core target proteins. GO analysis showed that KXS mainly treats depression in biological processes such as response to drugs, cellular calcium ion homeostasis, and regulation of chemical synaptic signal transmission. KEGG results show that the mechanism of action of KXS in treating depression is through neural activity ligand-receptor interaction, the calcium signaling and CAMP signaling pathways. Discussion: The study reveals the active components and potential molecular mechanism of KXS in the treatment of depression and provides evidence for future basic research.

16.
IEEE J Biomed Health Inform ; 26(10): 5154-5164, 2022 10.
Artículo en Inglés | MEDLINE | ID: mdl-35834466

RESUMEN

Pneumoconiosis staging has been a very challenging task, both for certified radiologists and computer-aided detection algorithms. Although deep learning has shown proven advantages in the detection of pneumoconiosis, it remains challenging in pneumoconiosis staging due to the stage ambiguity of pneumoconiosis and noisy samples caused by misdiagnosis when they are used in training deep learning models. In this article, we propose a fully deep learning pneumoconiosis staging paradigm that comprises a segmentation procedure and a staging procedure. The segmentation procedure extracts lung fields in chest radiographs through an Asymmetric Encoder-Decoder Network (AED-Net) that can mitigate the domain shift between multiple datasets. The staging procedure classifies the lung fields into four stages through our proposed deep log-normal label distribution learning and focal staging loss. The two cascaded procedures can effectively solve the problem of model overfitting caused by stage ambiguity and noisy labels of pneumoconiosis. Besides, we collect a clinical chest radiograph dataset of pneumoconiosis from the certified radiologist's diagnostic reports. The experimental results on this novel pneumoconiosis dataset confirm that the proposed deep pneumoconiosis staging paradigm achieves an Accuracy of 90.4%, a Precision of 84.8%, a Sensitivity of 78.4%, a Specificity of 95.6%, an F1-score of 80.9% and an Area Under the Curve (AUC) of 96%. In particular, we achieve 68.4% Precision, 76.5% Sensitivity, 95% Specificity, 72.2% F1-score and 89% AUC on the early pneumoconiosis 'stage-1'.


Asunto(s)
Aprendizaje Profundo , Neumoconiosis , Algoritmos , Área Bajo la Curva , Humanos , Neumoconiosis/diagnóstico por imagen , Radiografía
17.
Top Stroke Rehabil ; 18(5): 525-35, 2011.
Artículo en Inglés | MEDLINE | ID: mdl-22082702

RESUMEN

OBJECTIVES: The purpose of this study was to examine demographic variables associated with anger and well-being in patients with stroke, to investigate the hypothesis that knowledge and behavior (K&B) therapy improves patients' emotional and physical well-being, and to discover psychological variables associated with therapeutic outcomes. METHODS: Seventy-seven patients with hemiplegic stroke were randomly assigned to either a control condition (the conventional therapy) or an experimental condition (K&B therapy). Both the experimental and control groups received physical therapy, which included prescribed medications and rehabilitation training programs for body functions. In addition, the experimental group received counseling, which consisted of a knowledge component and a behavioral training component. RESULTS: Patients' gender and ratings of stressful events were related to emotional health and well-being. Compared to the control group, the experimental group generally reported greater improvements in state anger, external anger, anger control, depression, quality of life, and activities of daily living. CONCLUSIONS: Consistent with our expectations, patients with stroke who received K&B training showed greater improvements in mental and physical health. Our findings suggest that the K&B therapy effectively targeted anger and improved the well-being among patients with stroke. It is our recommendation that K&B therapy should be implemented with a hospital's standard procedure for stroke recovery.


Asunto(s)
Terapia Conductista/métodos , Hemiplejía/rehabilitación , Conocimiento , Rehabilitación de Accidente Cerebrovascular , Adulto , Factores de Edad , Anciano , Anciano de 80 o más Años , Emociones/fisiología , Femenino , Estudios de Seguimiento , Hemiplejía/complicaciones , Humanos , Entrevista Psicológica , Masculino , Trastornos Mentales/etiología , Persona de Mediana Edad , Calidad de Vida , Caracteres Sexuales , Estadística como Asunto , Accidente Cerebrovascular/complicaciones
18.
Yi Chuan ; 33(5): 437-42, 2011 May.
Artículo en Zh | MEDLINE | ID: mdl-21586390

RESUMEN

The biosecurity of transgenic organism has been widely concerned and extremely restricted its application. Recently, many technological strategies have been developed to ensure its biosecurity. Thus, transgene containment technologies have become one of the hotspots in current transgenic research. In this paper, several transgene containment technologies, such as marker-free transgenic technology, safety marker transgenic technology, chloroplast transgenic technologies, terminator technology, male sterility technology, and 'GM-gene-deletor'technology were reviewed and evaluated. 'GM-gene-deletor' technology, as one of these technologies, demonstrated a prosperous future for safe application of transgenic organisms. Finally, the strategies for developing new transgene containment technologies have been suggested.


Asunto(s)
Técnicas de Transferencia de Gen , Organismos Modificados Genéticamente , Transgenes , Cloroplastos/genética
19.
Materials (Basel) ; 14(20)2021 Oct 09.
Artículo en Inglés | MEDLINE | ID: mdl-34683508

RESUMEN

A new type of Janus cellulose acetate (CA) fiber membrane was used to separate oil-water emulsions, which was prepared with plasma gas phase grafting by polymerizing octamethylcyclotetrasiloxane (D4) onto a CA fiber membrane prepared by centrifugal spinning. The Janus-CA fiber membrane was described in terms of chemical structure using Fourier transform infrared spectroscopy (FTIR), X-ray photoelectron spectroscopy (XPS) analysis, energy dispersive X-ray spectroscopy (EDX) analysis and morphology by field emission scanning electron microscopy (FESEM). In this contribution, we examine the influence of spinning solution concentration, spinning speed and nozzle aperture on the centrifugal spinning process and the fiber morphology. Superhydrophobic/hydrophilic Janus-CA fiber membrane was used to separate water and 1,2-dibromoethane mixture and Toluene-in-water emulsion. Unidirectional water transfer Janus-CA fiber membrane was used to separate n-hexane and water mixture. The separation for the first-time interception rate was about 98.81%, 98.76% and 98.73%, respectively. Experimental results revealed that the Janus cellulose acetate (CA) fiber membrane gave a permeate flux of about 43.32, 331.72 and 275.27 L/(m2·h), respectively. The novel Janus-CA fiber membrane can potentially be used for sustainable W/O emulsion separation. We believe that this is a facile strategy for construction of filtration materials for practical oil-water separation.

20.
Psychiatry Res ; 298: 113727, 2021 04.
Artículo en Inglés | MEDLINE | ID: mdl-33588172

RESUMEN

PURPOSES: Negative life events have been reported as a risk factor for elderly self-harm. The aim of this study was to examine the relationship between negative life events and self-harm in a large sample of people aged 60 and older, and explore the role of some previously identified influential factors in this relationship. METHODS: Multi-stage stratified sampling method was used to select the elderly people over 60 years old in Shandong, China. Information were collected through face-to-face interviews. Univariate and multivariable logistic regression were used for initial analysis. Karlson-Holm-Breen (KHB) method was used for mediating effect analysis. RESULTS: A total of 7070 participants were included in the study, 160 reported they had a history of self-harm (2.3%), 756 reported they had negative life event experience (10.7%). After model adjustment, the association between negative life events, loneliness, economic status and self-harm was still statistically significant. Mediation analysis showed that the association is explained by loneliness (proportion of mediation 48.86%), self-rated economic status (16.13%). CONCLUSIONS: Negative life events, loneliness and economic status were associated with self-harm among the older adults. Loneliness and economic status may play an intermediary role in the relationship between negative life events and self-harm, especially loneliness. More psychological and social functions intervention strategies and prevention measures on the self-harm of the elderly should be provided for the elderly who have experienced negative life events.


Asunto(s)
Población Rural , Conducta Autodestructiva , Anciano , China/epidemiología , Humanos , Soledad , Persona de Mediana Edad , Conducta Autodestructiva/epidemiología , Encuestas y Cuestionarios
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