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Prediction model of stress ulcer after laparoscopic surgery for colorectal cancer established by machine learning algorithm
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作者 Dong-Mei Yu Chun-Xiao Wu +3 位作者 Jun-Yi Sun Hui Xue Zhe Yuwen Jiang-Xue Feng 《World Journal of Gastrointestinal Surgery》 SCIE 2023年第9期1978-1985,共8页
BACKGROUND Patients with colorectal cancer(CRC)are prone to stress ulcer after laparoscopic surgery.The analysis of risk factors for stress ulcer(SU)in patients with CRC is important to reduce mortality and improve pa... BACKGROUND Patients with colorectal cancer(CRC)are prone to stress ulcer after laparoscopic surgery.The analysis of risk factors for stress ulcer(SU)in patients with CRC is important to reduce mortality and improve patient prognosis.AIM To identify risk factors for SU after laparoscopic surgery for CRC,and develop a nomogram model to predict the risk of SU in these patients.METHODS The clinical data of 135 patients with CRC who underwent laparoscopic surgery between November 2021 and June 2022 were reviewed retrospectively.They were divided into two categories depending on the presence of SUs:The SU group(n=23)and the non-SU group(n=112).Univariate analysis and multivariate logistic regression analysis were used to screen for factors associated with postoperative SU in patients undergoing laparoscopic surgery,and a risk factor-based nomogram model was built based on these risk factors.By plotting the model's receiver operating characteristic(ROC)curve and calibration curve,a Hosmer-Lemeshow goodness of fit test was performed.RESULTS Among the 135 patients with CRC,23 patients had postoperative SU,with an incidence of 17.04%.The SU group had higher levels of heat shock protein(HSP)70,HSP90,and gastrin(GAS)than the non-SU group.Age,lymph node metastasis,HSP70,HSP90,and GAS levels were statistically different between the two groups,but other indicators were not statistically different.Logistic regression analysis showed that age≥65 years,lymph node metastasis,and increased levels of HSP70,HSP90 and GAS were all risk factors for postoperative SU in patients with CRC(P<0.05).According to these five risk factors,the area under the ROC curve for the nomogram model was 0.988(95%CI:0.971-1.0);the calibration curve demonstrated excellent agreement between predicted and actual probabilities,and the Hosmer-Lemeshow goodness of fit test revealed that the difference was not statistically significant(χ2=0.753,P=0.999),suggesting that the nomogram model had good discrimination,calibration,and stability.CONCLUSION Patients with CRC aged≥65 years,with lymph node metastasis and elevated HSP70,HSP90,GAS levels,are prone to post-laparoscopic surgery SU.Our nomogram model shows good predictive value. 展开更多
关键词 Colorectal cancer LAPAROSCOPE Stress ulcer Risk factors NOMOGRAM
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Clinical implication of platelet to lymphocyte ratio in early onset preeclampsia:A single-center experience
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作者 Wisam Akram Zina Abdullah Hussein +1 位作者 Mazin Hameed Humadi Wassan Nori 《World Journal of Obstetrics and Gynecology》 2023年第3期17-27,共11页
BACKGROUND Preeclampsia(PE)is a pregnancy syndrome of undetermined etiology;inflammation was one of the proposed theories for its development.AIM To examine the platelet to lymphocyte ratio(PLR),an inflammatory biomar... BACKGROUND Preeclampsia(PE)is a pregnancy syndrome of undetermined etiology;inflammation was one of the proposed theories for its development.AIM To examine the platelet to lymphocyte ratio(PLR),an inflammatory biomarker,as a marker to predict poor maternal-neonatal outcomes in early-onset PE(EoPE).METHODS A cross-sectional study enrolled 60 pregnant women with EoPE(at 32-30 wk of gestation)at a university hospital.Demographic criteria and hematological indices were collected,including platelet counts and indices(mean platelet volume and platelet distribution width),PLR,and the Doppler study,which calculated estimated fetal weight(EFW),amniotic fluid index(AFI),resistance index(RI),and pulsatility index(PI).Participants were followed until delivery,where maternal outcomes were recorded,including;delivery mode and reason for cesarean section,and neonatal outcomes,including fetal growth restriction(FGR),meconium-stained liquid,the 5-min Apgar score,and admission to the intensive care unit.RESULTS There was a trend of insignificant increases in cesarean sections.Sixty-one-point two percent(37/60)fetuses were admitted to the neonatal care unit;70.0%of admitted fetuses were meconium-stained liquor,and 56.7%of them had FGR.PLR was positively correlated with AFI and EFW as r=0.98,0.97,P<0.001;PLR showed negative correlations with PI and RI as r=-0.99,-0.98,P<0.001.The Apgar score and the number of days admitted to the intensive care unit had a positive and negative correlation(0.69,-0.98),P<0.0001,respectively.Receiver operating characteristic calculated a PLR cutoff value(7.49)that distinguished FGR at 100%sensitivity and 80%specificity.CONCLUSION Strong,meaningful relationships between PLR and FGR parameters and a poor neonatal outcome with a significant P value make it a recommendable biomarker for screening EoPE-related complications.Further studies are suggested to see the impact on maternal-neonatal health. 展开更多
关键词 PREECLAMPSIA Early onset Maternal complication Adverse perinatal outcome Apgar score
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Association between childhood obesity and gut microbiota:16S rRNA gene sequencing-based cohort study
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作者 Xu-Ming Li Qing Lv +2 位作者 Ya-Jun Chen Lu-Biao Yan Xin Xiong 《World Journal of Gastroenterology》 SCIE CAS 2024年第16期2249-2257,共9页
BACKGROUND This study aimed to identify characteristic gut genera in obese and normal-weight children(8-12 years old)using 16S rDNA sequencing.The research aimed to provide insights for mechanistic studies and prevent... BACKGROUND This study aimed to identify characteristic gut genera in obese and normal-weight children(8-12 years old)using 16S rDNA sequencing.The research aimed to provide insights for mechanistic studies and prevention strategies for childhood obesity.Thirty normal-weight and thirty age-and sex-matched obese children were included.Questionnaires and body measurements were collected,and fecal samples underwent 16S rDNA sequencing.Significant differences in body mass index(BMI)and body-fat percentage were observed between the groups.Analysis of gut microbiota diversity revealed lowerα-diversity in obese children.Differences in gut microbiota composition were found between the two groups.Prevotella and Firmicutes were more abundant in the obese group,while Bacteroides and Sanguibacteroides were more prevalent in the control group.AIM To identify the characteristic gut genera in obese and normal-weight children(8-12-year-old)using 16S rDNA sequencing,and provide a basis for subsequent mechanistic studies and prevention strategies for childhood obesity.METHODS Thirty each normal-weight,1:1 matched for age and sex,and obese children,with an obese status from 2020 to 2022,were included in the control and obese groups,respectively.Basic information was collected through questionnaires and body measurements were obtained from both obese and normal-weight children.Fecal samples were collected from both groups and subjected to 16S rDNA sequencing using an Illumina MiSeq sequencing platform for gut microbiota diversity analysis.RESULTS Significant differences in BMI and body-fat percentage were observed between the two groups.The Ace and Chao1 indices were significantly lower in the obese group than those in the control group,whereas differences were not significant in the Shannon and Simpson indices.Kruskal-Wallis tests indicated significant differences in unweighted and weighted UniFrac distances between the gut microbiota of normal-weight and obese children(P<0.01),suggesting substantial disparities in both the species and quantity of gut microbiota between the two groups.Prevotella,Firmicutes,Bacteroides,and Sanguibacteroides were more abundant in the obese and control groups,respectively.Heatmap results demonstrated significant differences in the gut microbiota composition between obese and normal-weight children.CONCLUSION Obese children exhibited lowerα-diversity in their gut microbiota than did the normal-weight children.Significant differences were observed in the composition of gut microbiota between obese and normal-weight children. 展开更多
关键词 Childhood obesity Gut microbiota 16S rDNA sequencing Diversity analysis Genus identification Body mass index
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Study on Photocatalytic Degradation of Organic Dye by Titanium Dioxide Nanotube Array
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作者 Huabin HUANG Wei GU +1 位作者 Zhixia ZHUANG Xiaoru WANG 《Agricultural Biotechnology》 CAS 2016年第6期50-52,共3页
Titanium based titanium dioxide( TiO_2) nanotube arrays were prepared by electrochemical oxidation method,their microstructures were characterized,and the effects of sintering temperature and initial dye concentration... Titanium based titanium dioxide( TiO_2) nanotube arrays were prepared by electrochemical oxidation method,their microstructures were characterized,and the effects of sintering temperature and initial dye concentration and pH value on degradation performance of TiO_2nanotube arrays were investigated with methyl orange as a degradation object. The results showed that TiO_2nanotube arrays prepared by sintering at 500 ℃ exhibited good morphology and the highest photocatalytic degradation efficiency; the degradation efficiency of the TiO_2nano material( 500 ℃) to high concentration dye was higher than that to low concentration dye;the TiO_2nanotube array( 500 ℃) exhibited higher degradation efficiency on dye solution at the pH of 3 than on that at the pH of 5. 77; and the degradation efficiency of the TiO_2nanotube array( 500 ℃) to 10 mg / L methyl orange solution( pH = 3) reached 85. 2%. 展开更多
关键词 光催化降解效率 碳纳米管阵列 二氧化钛 TIO2 甲基橙溶液 染料溶液 初始浓度 烧结温度
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Establishing Gene Delivery Systems Based on Small-Sized Chitosan Nanoparticles 被引量:2
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作者 WANG Liping ZHANG Wenhua +4 位作者 ZHOU Quan LIU Shihai XU Wenhua SUN Teng LIANG Ye 《Journal of Ocean University of China》 SCIE CAS CSCD 2018年第5期1253-1260,共8页
Chitosan is a natural cationic polysaccharide,which is often used for preparing biomedical materials because of its high biocompatibility.In this study,chitosan with a molecular weight of 160 k Da was chosen to prepar... Chitosan is a natural cationic polysaccharide,which is often used for preparing biomedical materials because of its high biocompatibility.In this study,chitosan with a molecular weight of 160 k Da was chosen to prepare chitosan nanoparticles(CSNPs) as gene vectors by ionic cross-linking with tripolyphosphate(TPP).CSNPs were characterized in terms of particle size,zeta potential,and polydispersity index(PDI) using a Zetasizer,and morphology was evaluated by transmission electron microscopy(TEM).Furthermore,the cytotoxicity and biocompatibility of CSNPs were correspondingly examined by a 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide(MTT) assay and histological examination.Agarose gel electrophoresis and UV spectrophotometric methods were performed to measure the loading capacity.The cell transfection efficiency of CSNPs loaded with plasmids or si RNA was analyzed by fluorescence microscopy or laser scanning confocal microscopy.The results showed that CSNPs were prepared successfully by the ionic gelation method,which had a smaller particle size(100 nm-200 nm),stable dispersibility,low cytotoxicity,good tissue-biocompatibility,and high gene-loading efficiency.These CSNPs could transfer the plasmids or si RNA to cells.However,CSNPs might have a much higher transfection efficiency for si RNAs than for plasmids,which implies that CSNPs might be a safer and more efficient vector for delivering si RNAs rather than plasmids. 展开更多
关键词 基因 SIRNAS 电子显微镜 系统 交货 装载能力 粒子尺寸 多分散性
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Relationship between serum S-100 protein level and ischemic damage degree in patients with acute cerebral infarction 被引量:2
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作者 何明利 徐丙超 黄国盛 《Journal of Medical Colleges of PLA(China)》 CAS 2005年第6期369-372,共4页
Objective: To investigate the time course of serum S-100 concentrations of patients with acute cerebral infarction,and their relation with the clinical data and the prognosis. Methods: Serum S-100 levels were serially... Objective: To investigate the time course of serum S-100 concentrations of patients with acute cerebral infarction,and their relation with the clinical data and the prognosis. Methods: Serum S-100 levels were serially determined in 36 patients with acute cerebral infarction within 12 h, at 24 h and day 2, 3, 4, 5, 7 and 10 after acute cerebral infarction and in 20 age- and sex-matched control subjects. An S-100 content assay was performed using a two-site radioimmunoassay technique. The clinical status was assessed using NIH Stroke Scale. The functional deficit at 4 weeks after acute cerebral infarction was scored using the modified Rankin scale. A cranial computed tomography was performed initially. Results: Elevated concentrations of S-100 (>0.2 μg/L) were observed in 29 of 36 patients with acute cerebral infarction,but none of the control subjects. The S-100 peak levels were at day 2 and 3 after acute cerebral infarction and were significantly high in those patients with severe neurological deficit at admission, with extensive infarction or with space-occupying effect of ischemic edema as compared with the rest of the populations. Conclusion: Serum S-100 level assay can be used as a peripheral marker of ischemic brain damage, and may be helpful for evaluation of therapeutic effects in acute ischemic stroke. 展开更多
关键词 S-100蛋白 血液检查 缺血损伤 脑梗塞
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Metabolite alpha-ketoglutarate:a novel target of gasdermin C-dependent pyroptosis
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作者 Yao Zhang Wu Jian +1 位作者 Lu He Jianhua Wu 《Chinese Medical Journal》 SCIE CAS CSCD 2023年第13期1630-1631,共2页
To the Editor:Tumors are one of the main causes of death worldwide.Pyroptosis is a newly discovered form of cell death,causing cell swelling and rapid lysis,which releases pro-inflammatory mediators and enhances the i... To the Editor:Tumors are one of the main causes of death worldwide.Pyroptosis is a newly discovered form of cell death,causing cell swelling and rapid lysis,which releases pro-inflammatory mediators and enhances the inflammatory response.[1]Inflammation increases the immune response to tumors and inhibits their progression.The ultimate goal of cancer therapeutics is to maximize the destruction of tumor cells while minimizing the damage to normal tissues.[2]Targeting pyroptosis of tumor cells could overcome the apoptotic resistance and trigger antitumor immunity,thus being a good treatment for tumors. 展开更多
关键词 IMMUNITY DEATH DAMAGE
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Overall anatomical features and clinical value of the sacral nerve in high resolution computed tomography reconstruction 被引量:4
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作者 LIN Jing-fu WANG Yan-hua +3 位作者 JIANG Bao-guo ZHANG Pei-xun LI Yan-ying ZHANG Dian-ying 《Chinese Medical Journal》 SCIE CAS CSCD 2010年第21期3015-3019,共5页
背景骶的神经损害是骨盆或骶的破裂的普通复杂并发症。作为在骶骨以内的骶的神经 courser 并且与包围纸巾有一种复杂关系,骶的丛损害的不同部分有类似的临床的症状和症状。自从在骶的神经损害的诊断的特定的成像技术的缺乏,特别在多... 背景骶的神经损害是骨盆或骶的破裂的普通复杂并发症。作为在骶骨以内的骶的神经 courser 并且与包围纸巾有一种复杂关系,骶的丛损害的不同部分有类似的临床的症状和症状。自从在骶的神经损害的诊断的特定的成像技术的缺乏,特别在多片断上,多地点,怎么决定骶的神经损害的外科手术前的地点和程度精确地成为整形外科的将军和图象专业人员的 concem。这研究被进行在高分辨率在一样的片上获得卓见进骶的神经( SN )的全面解剖特征计算断层摄影术( HRCT )重建并且为相关 diseases.Methods 的临床的诊断决定这个信息的价值五十个健康志愿者和 30 个病人( 40 方面)与 SN ,外科证实的损害用16片被扫描螺旋状的 CT 扫描仪(轻速度, GE ,美国)。在病人之中, 6 与 intervertebral 磁盘脱肠(6 个方面) ,第 8wi 针的狭窄(12 个方面) , 11 与骨盆的损伤(14 个方面) , 4 与骨盆的恶意(6 个方面) ,并且 1 与骶的脊椎的肺结核(2 个方面) 。SN multiplanar 重建用图象被放在一样的片上的基于 UNIX 的 SCD4.1workstation 被执行。所有图象在数字成像被存储,在药的通讯格式化。在不同的节的神经的显示与每个单个分数的并列曲线用五等级的规模被分析。在片上可见的全面解剖特征被分析,损害的畸形是一样的片的图象清楚地揭示了的 studied.Results 形状,跑的方向,厚度,紧张和 S1-S4 神经的邻近的解剖。在不同的节的显示率的等级是:向外旋转的倾斜的 sagittal 向外旋转的倾斜的花冠倾斜的花冠飞机花冠 sagittal 横向的节。S5 神经部分在以后的骶的孔附近从起点被显示到片断。,三角形的骶的丛的全面解剖仅仅在倾斜的向外旋转的 sagittal 节被揭示它的单个 rami 的 100% ,以及二邻近的 rami 或三,从他们的起点被显示到 piriformis 的前面的边阶。畸形包括了词法变化(97.5%)的 39 个方面,压缩(95.0%)的 38 个方面,粘附(87.5%)的 35sides ,排水量(80.0%)的 32 个方面,收缩(85.0%)的 34 个方面,变厚的 6 个方面(15.0%),并且 2 分离(5.0%)站在一起 .Conclusions 16片 CT multiplanar 重建能在一样的片上揭示 SN 的全面解剖特征。重建的节是在决定各种各样的骶的神经的显示能力的一个关键因素。这种技术在相关疾病的诊断和管理是珍贵的。 展开更多
关键词 神经损伤 解剖特点 断层扫描 高解析度 临床应用 电脑 价值 显示能力
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