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BACKGROUND: The clinical relevance of BRAF-V600E alleles in peripheral blood mononuclear cells (PBMCs) and the prognostic impact of the mutants in cell-free (cf) and PBMC DNAs of Langerhans cell histiocytosis (LCH) have not been fully clarified in pediatric LCH. METHODS: We retrospectively determined the levels of BRAF-V600E mutation in paired plasma and PBMC samples at the time of diagnosis of LCH. Subsequently, we performed a separate or combined analysis of the clinical and prognostic impact of the mutants. RESULTS: We assessed BRAF-V600E mutation in peripheral blood from 94 patients of childhood LCH. Our data showed that cfBRAF-V600E was related to young age, multiple-system (MS) disease, involvements of organs with high risk, increased risk of relapse, and worse progression-free survival (PFS) of patients. We also observed that the presence of BRAF-V600E in PBMCs at baseline was significantly associated with MS LCH with risk organ involvement, younger age, and disease progression or relapse. The coexisting of plasma(+)/PBMC(+) identified 36.2% of the patients with the worst outcome, and the hazard ratio was more significant than either of the two alone or neither, indicating that combined analysis of the mutation in plasma and PBMCs was more accurate to predict relapse than evaluation of either one. CONCLUSIONS: Concurrent assessment of BRAF-V600E mutation in plasma and PBMCs significantly impacted the prognosis of children with LCH. Further prospective studies with larger cohorts need to validate the results of this study.
Subject(s)
Histiocytosis, Langerhans-Cell , Leukocytes, Mononuclear , Mutation , Proto-Oncogene Proteins B-raf , Humans , Histiocytosis, Langerhans-Cell/genetics , Histiocytosis, Langerhans-Cell/mortality , Histiocytosis, Langerhans-Cell/pathology , Histiocytosis, Langerhans-Cell/therapy , Histiocytosis, Langerhans-Cell/drug therapy , Histiocytosis, Langerhans-Cell/blood , Proto-Oncogene Proteins B-raf/genetics , Male , Female , Retrospective Studies , Child , Child, Preschool , Prognosis , Leukocytes, Mononuclear/pathology , Leukocytes, Mononuclear/metabolism , Infant , Adolescent , Follow-Up Studies , Survival RateABSTRACT
STUDY DESIGN: Retrospective study. OBJECTIVES: This study aimed to develop an initial deep-learning (DL) model based on computerized tomography (CT) scans for diagnosing lumbar spinal stenosis. SUMMARY OF BACKGROUND DATA: Magnetic resonance imaging is commonly used for diagnosing lumbar spinal stenosis due to its high soft tissue resolution, but CT is more portable, cost-effective, and has wider regional coverage. Using DL models to improve the accuracy of CT diagnosis can effectively reduce missed diagnoses and misdiagnoses in clinical practice. MATERIALS AND METHODS: Axial lumbar spine CT scans obtained between March 2022 and September 2023 were included. The data set was divided into a training set (62.3%), a validation set (22.9%), and a control set (14.8%). All data were labeled by two spine surgeons using the widely accepted grading system for lumbar spinal stenosis. The training and validation sets were used to annotate the regions of interest by the two spine surgeons. First, a region of interest detection model and a convolutional neural network classifier were trained using the training set. After training, the model was preliminarily evaluated using a validation set. Finally, the performance of the DL model was evaluated on the control set, and a comparison was made between the model and the classification performance of specialists with varying levels of experience. RESULTS: The central stenosis grading accuracies of DL Model Version 1 and DL Model Version 2 were 88% and 83%, respectively. The lateral recess grading accuracies of DL Model Version 1 and DL Model Version 2 were 75% and 71%, respectively. CONCLUSIONS: Our preliminarily developed DL system for assessing the degree of lumbar spinal stenosis in CT, including the central canal and lateral recess, has shown similar accuracy to experienced specialist physicians. This holds great value for further development and clinical application.
Subject(s)
Deep Learning , Lumbar Vertebrae , Spinal Stenosis , Tomography, X-Ray Computed , Spinal Stenosis/diagnostic imaging , Humans , Lumbar Vertebrae/diagnostic imaging , Tomography, X-Ray Computed/methods , Retrospective Studies , Aged , Male , Female , Middle Aged , Aged, 80 and over , AdultABSTRACT
Non-point source pollution(NSP) poses a great threat to water ecosystem health. The quantitative estimation of spatial distribution characteristics and accurate identification of critical source areas(CSAs) of NSP are the basis for its efficient and accurate control. The export coefficient model(ECM) has been widely used to assess NSP, but this model should be improved because it ignores pollutant loss in transport processes. In this study, the ECM, which refines the physical transport processes of pollutants through quantifying the loss rate of pollutants in runoff, sediment, and infiltration, was improved to assess NSP and identify CSAs. The simulation accuracy among Johnes ECM, frequent ECM, and improved ECM were analyzed, and the effects of the three models on the simulation results of both spatial distribution characteristics and CSAs were explored. The study showed that:â the simulation error of the improved ECM(-6.79%) was significantly lower than that of the Johnes ECM(50.44%) and the frequent ECM(-84.01%), and this improved ECM increased the simulation accuracy of NSP. â¡ The spatial distribution characteristics and CSAs of NSP obtained from Johnes, frequent, and improved ECMs were significantly different, and the simulation results of improved ECM were more consistent with the spatial characteristics of NSP in the watershed. The NSP was high in the southeast and low in the northwest of the basin, and the NSP mainly came from urban and cultivated land. ⢠Based on the improved ECM, the CSAs of NSP in the basin were mainly distributed in Changping, Shahe, Shigezhuang, the north of Wenquan, and the west of Malianwa Street, accounting for 6.71% of the area. This study can provide an effective tool and scientific reference for the assessment and control of NSP in data-limited regions.
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PURPOSE: This study aims to evaluate complications, clinical outcomes, and radiographic results following Coflex implantation. METHODS: We retrospectively studied 66 patients who had decompressive surgery combined with Coflex implantation to treat lumbar spinal stenosis. All imaging data were collected and examined for imaging changes. Clinical outcomes, included Oswestry Disability Index (ODI), back and leg visual analog scale (VAS) scores, were evaluated before surgery, six months after surgery and at the last follow-up. The number of complications occurring after five years of follow-up was counted. All reoperation cases were meticulously recorded. RESULTS: 66 patients were followed up for 5-14 years. The VAS and ODI scores were significantly improved compared with baseline. Heterotopic Ossification (HO) was detectable in 59 (89.4%). 26 (39.4%) patients had osteolysis at the contact site of Coflex with the spinous process. Coflex loosening was detected in 39 (60%) patients. Spinous process anastomosis was found in 34 (51.5%) patients. There was a statistically significant difference in the VAS score of back pain between patients with and without spinous process anastomosis. Nine cases of lumbar spinal restenosis were observed, and prosthesis fracture was observed in one case. CONCLUSION: Our study identified various imaging changes after Coflex implantation, and majority of them did not affect clinical outcomes. The majority of patients had HO, but osteolysis and Coflex loosening were relatively rare. The VAS score for back pain of these patients was higher if they have spinous process anastomosis. After five-year follow-up, we found lumbar spinal restenosis and prosthesis fracture cases.
Subject(s)
Fractures, Bone , Osteolysis , Humans , Follow-Up Studies , Retrospective Studies , Prosthesis Implantation , ReoperationABSTRACT
Roofs occupy a great proportion of urban impervious surfaces, and the implementation of eco-roof construction in urban areas is beneficial to alleviate the ecological and environmental problems caused by rapid urbanization. In this study, different eco-roofs (i.e., 68.6%-90.7%, and 39.8%-54.5%, respectively. However, all the eco-roofs were sources of NO-3-N, DCr, DFe, and DNi. The blue roof was a sink of DCu (with a pollutant load reduction rate of 21.9%) and did not affect the cumulative load of PO3-4-P in runoff. However, the green roof and blue-green roof were the sources of PO3-4-P and DCu. The RQI value of the blue roof was the highest, followed by that of the blue-green roof and green roof. The RQI value of the green roof was significantly lower than that of the blue and blue-green roofs (P<0.05). These results indicated that the runoff quality of the blue roof was the best, whereas that of the green roof was the worst. Adding a storage layer to the green roofs could significantly improve the runoff quality. The results of this study provide scientific references for the selection and design of eco-roof facilities.
Subject(s)
Environmental Pollutants , Rain , Conservation of Natural Resources/methods , Water Movements , UrbanizationABSTRACT
BACKGROUND: D2 lymph node dissection for advanced gastric cancer is advocated, and station 8p lymph node should be considered in selected patients, which is, however, technically difficult. AIM: To introduce a new and easy-to-perform procedure for dissection of the lymph nodes superior to the pancreas. METHODS: A series of patients who underwent laparoscopic gastrectomy for gastric cancer were retrospectively included with utilization of a new procedure for superior pancreatic lymphadenectomy (LND) with portal vein priority via the posterior common hepatic artery approach (SPLD-PPPH) based on a newly defined portal triangle. The surgical outcome of the patients, as well as the efficacy and safety of SPLD-PPPH are reported. RESULTS: A total of 51 patients were included with most of them being male (n = 34, 66.7%). According to the 8th edition of AJCC TNM staging, there were four (7.8%) patients in stage I, 13 (25.5%) in stage II, 33 (64.7%) in stage III and one (2.0%) in stage IV. The average duration for LND was about 1 h (67.7 ± 6.9 min). After surgery, four patients developed morbidities, but all were treated successfully with no perioperative mortality. Among the 51 patients included, the percentage of patients who had lymph node metastasis at station 8p was 9.8%. Of note, with a total of 14 lymph nodes harvested at station 8p, the incidence of nodal metastasis was 14.3%. CONCLUSION: About one in 10 patients with advanced gastric cancer had nodal metastasis at station 8p. The new approach of SPLD-PPPH is safe and effective for D2+ LND during laparoscopic radical gastrectomy.
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UPLC-Q-TOF-MS and serum pharmacochemistry were employed to study the migrating components in rat sera after intragastric administration of the water extracts of Puerariae Lobatae Radix(PLR) and Puerariae Thomsonii Radix(PTR). After the respective intragastric administration of PLR and PTR extracts, blood samples were collected from the orbital vein. The serum samples were treated by protein precipitation method with methanol and acetonitrile at a ratio of 1∶1 and then passed through Agilent ZORBAX RRHD SB-C_(18) column(3 mm×100 mm, 1.8 μm) and Agilent SB-C_(18) pre-column(3 mm×5 mm, 1.8 μm) with 0.1% formic acid aqueous solution(A)-acetonitrile(B) as the mobile phase. The elution was performed at the flow rate of 0.25 mL·min~(-1), the column temperature of 40 ℃, and the injection volume of 2 μL. By comparison of the total ion chromatogram and secondary fragment ion information of PLR and PTR water extracts, PLR-and PTR-containing sera, and blank serum, we found 42 migrating components(including 17 prototype components and 25 metabolites) in the sera of rats treated with PLR and 35 migrating components(including 15 prototype components and 20 metabolites) in the sera of rats treated with PTR. Thirty-three common components were shared by the two treatments, including 13 prototype components and 20 metabolites. The differences of migrating components in the PLR-and PTR-treated rat sera provide a scientific basis for further study of the active components and quality markers of PLR and PTR.
Subject(s)
Animals , Rats , Drugs, Chinese Herbal , Plant Roots , Pueraria , SerumABSTRACT
The present study detected the component content in Dalbergiae Odoriferae Lignum by HPLC fingerprint and the multi-component determination method. HPLC analysis was performed on the Agilent ZORBAX SB-C_(18) column(4.6 mm×250 mm, 5 μm). Acetonitrile-0.5% phosphoric acid aqueous solution with gradient elution was employed as the mobile phase. The flow rate was 1.0 mL·min~(-1) and the column temperature was maintained at 30 ℃. The detection wavelength was 210 nm and the sample volume was 10 μL. The similarity of 18 batches of Dalbergiae Odoriferae Lignum was 0.343-0.779, indicating that there were great differences between different batches of Dalbergiae Odoriferae Lignum. Eighteen common peaks were identified, including eight flavonoids such as liquiritigenin and latifolin. The mass fractions of liquiritigenin, luteolin, naringenin, isoliquiritigenin, formononetin, dalbergin, latifolin, and pinocembrin were in the ranges of 0.134 1%-0.495 2%, 0.028 2%-0.167 0%, 0.016 3%-0.591 3%, 0.053 5%-0.188 0%, 0.142 4%-0.640 1%, 0.068 0%-0.590 7%, 0.003 2%-1.980 7%, and 0.009 6%-0.740 2%, respectively. Eighteen batches of Dalbergiae Odoriferae Lignum were divided into three categories by cluster analysis and eight differential components in Dalbergiae Odoriferae Lignum were marked by partial least-squares discriminant analysis(PLS-DA). The cumulative variance contribution rate was 90.5%. The HPLC fingerprint combined with the multi-component determination method for Dalbergiae Odoriferae Lignum is easy in operation and accurate in results, with good repeatability and reliability. The quality of Dalbergiae Odoriferae Lignum can be evaluated and analyzed by the PLS-DA model. This study is expected to provide a reference for the quality control and clinical application of Dalbergiae Odoriferae Lignum.
Subject(s)
Chromatography, High Pressure Liquid/methods , Drugs, Chinese Herbal/analysis , Flavonoids/analysis , Quality Control , Reproducibility of ResultsABSTRACT
Non-point source pollution has become an important factor affecting the aquatic ecological environment and human health, and the analysis of spatial-temporal variations in non-point source pollution risks is an important prerequisite for pollution control. Based on land-use and land-cover data from 1980 to 2020, the potential non-point source pollution index (PNPI) model was applied in the upper Beiyun River Basin using different weighting methods. The results showed that:â The potential risk of non-point source pollution is high in the southeast and low in the northwest of the basin. Between 1980 and 2020, the total area of extremely high-risk and high-risk non-point source pollution regions showed a decreasing trend, and the main types of land use for extremely high-risk and high-risk regions gradually evolved from paddy fields, drylands, and orchards to urban and rural residential land; â¡ The weighting of the land use index determined by the mean-square deviation decision, entropy, coefficient of variation, and expert scoring methods was largest among the three PNPI indices, with average weightings of 0.46, 0.53, 0.45, and 0.48, respectively. However, the weightings for runoff and distance indices determined by different weighting methods were notably different, and the proportions of regions with different levels of non-point source pollution risk also varied; ⢠The exponential function method, which describes the relationship between source factors and transport factors by constructing the exponential functions of land use, runoff, and distance indices, provided results that are more consistent with the spatial distribution characteristics of non-point source pollution risk in the basin. The proportions of extremely low-risk and extremely high-risk regions are 54.22% and 6.23%, respectively. These results provide scientific reference for risk analysis and the control of non-point source pollution in this basin.
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In the field of forensic medicine, diagnosis of sudden cardiac death is limited by subjective factors and manual measurement methods, so some parameters may have estimation deviation or measurement deviation. As postmortem CT imaging plays a more and more important role in the appraisal of cause of death and cardiopathology research, the application of deep learning such as artificial intelligence technology to analyze vast amounts of cardiac imaging data has provided a possibility for forensic identification and scientific research workers to conduct precise diagnosis and quantitative analysis of cardiac diseases. This article summarizes the main researches on deep learning in the field of cardiac imaging in recent years, and proposes a feasible development direction for the application of deep learning in the virtual anatomy of sudden cardiac death at present.
Subject(s)
Humans , Artificial Intelligence , Autopsy , Death, Sudden, Cardiac/etiology , Deep Learning , Forensic MedicineABSTRACT
Objective To explore a more objective scheme for comprehensive evaluation of township health education program. Methods Based on the indicators and grading results of 17 township hospitals (named from A to Q) in Xiangshan County, we calculated the weight of each indicator by entropy weight method and sorted the township hospitals by the improved TOPSIS. Then we compared the ranking with the annual assessment results in 2017 to verify the rationality of this scheme. Results The entropy weights of"printed materials of health education","play of audio-visual materials","health education bulletin board","public health consultation" ,"health knowledge lecture" ,"individualized health education" and"awareness rate of health knowledge"were 0.122 0, 0.125 3, 0.134 6, 0.157 2, 0.157 0, 0.179 8 and 0.124 1, respectively. Through the improved TOPSIS, 17 hospitals were sorted as follows: P, L, O, C, G, A, H, N, B, E, M, Q, K, J, F, D, I. Compared with the annual assessment rankings which were P, L, A, C, B, O, G, H, K, N, D, E, M, J, I, F, Q, thirteen of them were different. Conclusion "Printed materials of health education","awareness rate of health knowledge" and"play of audio-visual materials" have little room for improvement, while"individualized health education" should be focused on in the future. The improved TOPSIS based on entropy weight could objectively evaluate the quality of health education service.
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The infection of S. epidermidis, an opportunistic human pathogen, depends on biofilm formation, and biofilm formation is closely related to environment. Researches in the thesis focused on two strains of S. epidermidis with different capability of biofilm formation. To find the mechanism of response to environment on biofilm formation, biofilm formation and expression of ica, icaR, AtlE in theses S. epidermidis cultivated in different grow environment and in media with glucose for different time were assayed. Glucose can induce the biofilm formation by inducing ica gene, but the inducing do not need continued ica expression, and other genes also contribute to the regulation; anti-ODN specially binding icaADBC can withstand biofilm inducing from glucose. These results suggest that biofilm formation closely related to growth environment, which is a complex regulation mechanism. Biofilm formation is closely related to bacteria energy metabolism and cell wall synthesis. Some crucial factors in the complex and integrated regulation system have not been known yet.
Subject(s)
Biofilms/growth & development , Glucose/pharmacology , Staphylococcus epidermidis/physiology , Biofilms/drug effects , Gene Expression Regulation, Bacterial , Glucose/antagonists & inhibitors , N-Acetylglucosaminyltransferases/genetics , N-Acetylglucosaminyltransferases/metabolism , Oligonucleotides, Antisense/pharmacology , Polysaccharides, Bacterial/metabolism , Staphylococcus epidermidis/genetics , Staphylococcus epidermidis/metabolismABSTRACT
Staphylococcus epidermidis, an opportunistic human pathogen, has become the most important cause of nosocomial infections in recent years. Its infection is mainly due to the ability to form biofilm on indwelling medical devices. To investigate the response mechanism of S. epidermidis to environment in biofilm formation and find efficient anti-biofilm methods, we investigated effects of two glucose analogs, 2-Deoxy-D-glucose (2DG) and Methyl-D-glucoside (MG), on biofilm formation, expression of related gene and changes of surface protein in S. epidermidis 97-337 with high biofilm formation capability and pathogenicity. The effect of MG on biofilm formation was more complex than that of 2-DG which is a strong inhibitor in S. epidermidis 97-337 growth. MG can induce biofilm formation of S. epidermidi 97-337 in low concentration and exhibited strong inhibition only in high concentration, and distinctly inhibited the primary attachment to poly-material. In S. epidermidi 97-337 cultured in media with MG, expressions of ica and AtlE were not be changed obviously in mRNA level, but mRNA expression of agr gene increased distinctly, and MG disturbed component of surface proteins of S. epidermidi 97-337. Glucose analogies MG can inhibit S. epidermidi 97-337 biofilm formation, and MG inhibition in initiating attachment dramatically contributes to it. MG inhibition effects result not from regulating the expression of ica and AtlE genes but from changing the protein components on surface by regulating agr gene expression, and it can be presumed that MG's competitive character in bacteria glycose metabolism is crucial factor for these effects.
Subject(s)
Biofilms/drug effects , Deoxyglucose/pharmacology , Methylglucosides/pharmacology , Staphylococcus epidermidis/physiology , Bacterial Adhesion/drug effects , Bacterial Proteins/analysis , Biofilms/radiation effects , Gene Expression/drug effects , Staphylococcus epidermidis/geneticsABSTRACT
<p><b>AIM</b>To prepare of isopropyl myristate (IPM) molecular gels and investigate of its transdermal capability.</p><p><b>METHODS</b>Microstructure of IPM gels was studied by scanning electron microscope (SEM) and optical microscope (OM). The rheology and thixotropy of IPM gels were investigated by viscosity. Triptolide was used as model drug to investigate its transdermal capability.</p><p><b>RESULTS</b>The microstructure of IPM gels was a three-dimension network formed by the aggregation of Span 60 in IPM, which was rod-like tubular aggregate. It has good rheology and thixotropy. There was a good linear correlation between the accumulative permeated amount per unit area and the time for triptolide-loaded IPM gels. The permeation process agreed with zero order pharmacokinetics. The average permeability through rat skin for triptolide was 19.26 ng x cm(-2) x h(-1), which was 2.92 times of triptolide unguents obtained commercially available.</p><p><b>CONCLUSION</b>Isopropyl myristate molercular gel can be formed by span 60 assemblies. Transdermal capability drug-loaded IPM gels was better than that of triptolide unguents.</p>
Subject(s)
Animals , Male , Mice , Administration, Cutaneous , Anti-Inflammatory Agents, Non-Steroidal , Pharmacokinetics , Diterpenes , Pharmacokinetics , Drug Carriers , Epoxy Compounds , Microscopy, Electron , Myristates , Chemistry , Pharmacology , Phenanthrenes , Pharmacokinetics , Plants, Medicinal , Chemistry , Rheology , Skin Absorption , Tripterygium , Chemistry , ViscosityABSTRACT
Staphylococcus epidermidis strains are diverse in their pathogenicity; some are invasive and cause serious nosocomial infections, whereas others are non-pathogenic commensal organisms. To analyse the implications of different virulence factors in Staphylococcus epidermidis infections, the complete genome of Staphylococcus epidermidis strain ATCC 12228, a non-biofilm forming, non-infection associated strain used for detection of residual antibiotics in food products, was sequenced. This strain showed low virulence by mouse and rat experimental infections. The genome consists of a single 2499 279 bp chromosome and six plasmids. The chromosomal G + C content is 32.1% and 2419 protein coding sequences (CDS) are predicted, among which 230 are putative novel genes. Compared to the virulence factors in Staphylococcus aureus, aside from delta-haemolysin and beta-haemolysin, other toxin genes were not found. In contrast, the majority of adhesin genes are intact in ATCC 12228. Most strikingly, the ica operon coding for the enzymes synthesizing interbacterial cellular polysaccharide is missing in ATCC 12228 and rearrangements of adjacent genes are shown. No mec genes, IS256, IS257, were found in ATCC 12228. It is suggested that the absence of the ica operon is a genetic marker in commensal Staphylococcus epidermidis strains which are less likely to become invasive.