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Machine learning-based radiomics score improves prognostic prediction accuracy of stage II/III gastric cancer: A multi-cohort study

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World Journal of Gastrointestinal Surgery 2024年第2期16卷 345-356页

作者： ying-Hao Xiang Huan mou Bo Qu Hui-Rong Sun Department of General Surgery Lichuan People's HospitalEnshi 445400Hubei ProvinceChina

BACKGROUND Although accurately evaluating the overall survival(OS)of gastric cancer patients remains difficult,radiomics is considered an important option for studying *** To develop a robust and unbiased biomarker for predicting OS using machine learning and computed tomography(CT)image *** This study included 181 stage II/III gastric cancer patients,141 from Lichuan People's Hospital,and 40 from the Cancer Imaging Archive(TCIA).Primary tumors in the preoperative unenhanced CT images were outlined as regions of interest(ROI),and approximately 1700 radiomics features were extracted from each *** skeletal muscle index(SMI)and skeletal muscle density(SMD)were measured using CT images from the lower margin of the third lumbar *** the least absolute shrinkage and selection operator regression with 5-fold cross-validation,36 radiomics features were identified as important predictors,and the OS-associated CT image radiomics score(OACRS)was cal-culated for each patient using these important *** Patients with a high OACRS had a poorer prognosis than those with a low OACRS score(P<0.05)and those in the TCIA *** and multivariate analyses revealed that OACRS was a risk factor[RR=3.023(1.896-4.365),P<0.001]independent of SMI,SMD,and pathological ***,OACRS outperformed SMI and SMD and could improve OS prediction(P<0.05).CONCLUSION A novel biomarker based on machine learning and radiomics was developed that exhibited exceptional OS discrimination potential.

关键词： Radiomics Machine learning Gastric cancer Skeletal muscle density Skeletal muscle index

Expression of connexin 43 and E-cadherin in choroidal melanoma

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International Journal of Ophthalmology(English edition) 2011年第2期4卷 156-161页

作者： ying-ying mou, Qing Wang 1 and Wei-Rong Sun Department of Ophthalmology the Affiliated Hospital of Qingdao University Qingdao 266003 Shandong Province China Department of Pathology Tianjin Eye Hospital Tianjin 300040 China

AIM: To investigate the expression of connexin 43 and epithelial cadherin (E-cadherin) in choroidal melanoma, to explore the clinical and pathological implications of expression of these proteins, and to determine their relations with malignant features. METHODS: The Expression of connexin 43 and E-cadherin in choroidal melanoma were detected by immunohistochemistry and correlated with clinicopathological features. RESULTS: Positive rates of connexin 43 in choroidal melanomas and benign pigmented nevus tissues were 75% and 40% respectively with significant differences between the two groups (X(2)=5.607, P =0.009). Positive rates of E-cadherin in choroidal melanomas and benign pigmented nevus tissues were 40% and 75% respectively with significant differences between the two groups (X(2)=5.214, P = 0.010). Significant overexpression of connexin 43 and reduction of E-cadherin expression was associated with the invasion to the sclera, and there were respectively significant differences between without and with scleral invasion groups (X(2)=2.880, P=0.040; X(2)=2.778, P=0.046). Overexpression of connexin 43 were correlated with tumor cell types and the expression of connexin 43 and E-cadherin may be correlated with each other. CONCLUSION: The increased expression of connexin 43 and the decreased expression of E-cadherin may be involved in the process of invasion of choroidal melanoma. The overepression of connexin 43 and reduction of E-cadherin may contribute to the development of choroidal melanoma.

关键词： choroidal neoplasms melanoma connexin 43 E-Cadherin immunohistochemistry

Expression and significance of factors related to angiogenesis in choroidal melanoma

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International Journal of Ophthalmology(English edition) 2011年第1期4卷 49-54页

作者： Qiang Xu Gui-Qiu Zhao Jie Zhao Hong Lin ying-ying mou Qing Wang and Wei-Rong Sun Department of Ophthalmology Affiliated Hospital of Qingdao University Medical Collage Qingdao 266003 Shandong Province China

AIM: To investigate expression of factors related to angiogenesis: HIF-1 alpha, iNOS, COX-2 and VEGF in choroidal melanoma and its clinical significance. METHODS: Fifty samples of choroidal melanoma and 15 samples of melanocytic nevi of the eyelid identified by pathology were collected. Immunohistochemistry SP method was used to examine the expression of HIF-1 alpha, iNOS, COX-2 and VEGF in these samples. The comparison among groups was done by SPSS 13.0 software. RESULTS: The positive expression rates of HIF-1 alpha, iNOS, COX-2 and VEGF in choroidal melanoma group were significantly higher than those in eyelid nevi group (chi(2)= 6.5542, 7.7224, 8.5828, 15.1749). The positive expression rate of VEGF was associated with the tumor size (chi(2)= 10.9194), but was not associated with pathological type (chi(2)=2.0712) and the situation of scleral invasion (chi(2)= 5.4289). The positive expression rate of HIF-1 alpha was associated with the tumor size (chi(2)=7.1216) and pathological type (chi(2)=9.0889), but was not associated with the situation of scleral invasion (chi(2)=3.3586). The positive expression rate of iNOS was associated with the tumor size (chi(2)=9.5503), but was not associated with pathological type (chi(2)=1.9450) and the situation of scleral invasion (chi(2)=2.3810). The positive expression rate of COX-2 was associated with the tumor size (chi(2)=7.2970), but was not associated with pathological type (chi(2)=1.8421) and the situation of sclera! invasion (chi(2)= 0.4018). The expression of HIF-1 alpha, iNOS and COX-2 were significantly associated with the expression of VEGF (r = 0.9429, 1, 0.9857). The expression of COX-2 was significantly associated with the expression of iNOS (r=0.9857). The expression of HIF-1 alpha was significantly associated with the expression of COX-2 ( r=0.9857). The expression of HIF-1 alpha was significantly associated with the expression of iNOS (r= 0. 9429). CONCLUSION: The expression of HIF-1 alpha, iNOS and COX-2 protein

关键词： choroidal melanoma immunohistoehemistry hypoxia inducible factor-1a inducible nitric oxide synthase cyclooxygenase-2

Efficacy and safety of Yiqi Peiyuan granules for improving the short-term prognosis of patients with acute kidney injury:A multicenter,double-blind,placebo-controlled,randomized trial

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Journal of Integrative Medicine 2024年第3期22卷 279-285页

作者： Jia-jia Wu Tian-yi Zhang ying-hui Qi Min-yan Zhu Yan Fang Chao-jun Qi Li-ou Cao Ji-fang Lu Bo-han Lu Lu-min Tang Jian-xiao Shen Shan mou Department of Nephrology Molecular Cell Lab for Kidney DiseaseShanghai Peritoneal Dialysis Research CenterUremia Diagnosis and Treatment CenterRenji Hospital Affiliated to Shanghai Jiaotong University School of MedicineShanghai 200127China Department of Nephrology Shanghai Pudong New Area Punan HospitalShanghai 200125China Department of Nephrology Ningbo Hangzhou Bay HospitalNingbo 315336Zhejiang ProvinceChina

Background:Yiqi Peiyuan(YQPY)prescription,a composite prescription of traditional Chinese medicine,has been used to prevent or delay the continued deterioration of renal function after acute kidney injury(AKI)in some institutions and has shown considerable ***:This is the first randomized controlled trial to assess efficacy and safety of YQPY for improving short-term prognosis in adult patients with ***,setting,participants and interventions:This is a prospective,double-blind,multicenter,randomized,and placebo-controlled clinical trial.A total of 144 enrolled participants were randomly allocated to two groups according to a randomization ***,caregivers and investigators assessing the outcomes were blinded to group *** in the YQPY group received 36 g YQPY granules twice a day for 28 *** in the placebo group received a placebo in the same dose as the YQPY *** outcome measures:The primary outcome was the change in the estimated glomerular filtration rate(eGFR)between baseline and after 4 and 24 weeks of *** secondary outcomes were the change of serum creatinine(Scr)level between baseline and after treatment,and the incidence of endpoint events,defined as eGFR increasing by more than 25%above baseline,eGFR>75 mL/min per1.73 m2or the composite endpoint,which was defined as the sum of patients meeting either of the above ***:Data from a total of 114 patients(59 in the YQPY group and 55 in the control group)were *** mean changes in eGFR and Scr in weeks 4 and 24 had no difference between the two *** further subgroup analysis(22 in the YQPY group and 31 in the control group),the mean change in eGFR after treatment for 4 weeks was 27.39 mL/min per 1.73 m2in the YQPY group and 5.78 mL/min per1.73 m2in the placebo group,and the mean difference between groups was 21.61 mL/min per 1.73 m2(P<0.001).Thirteen(59.1%)patients in the YQPY group and 5(16.1%)in the placebo g

关键词： Chinese herbal medicine Randomized controlled trial Acute kidney injury Renal function

An improved wind quality control for the China-France Oceanography Satellite (CFOSAT) scatterometer

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Acta Oceanologica Sinica 2024年第5期43卷 100-109页

作者： Xiaoheng mou Wenming Lin School of Marine Sciences Nanjing University of Information Science and TechnologyNanjing 210044China Key Laboratory of Space Ocean Remote Sensing and Application Ministry of Natural ResourcesBeijing 100081China

Quality control(QC)is an essential procedure in scatterometer wind retrieval,which is used to distinguish good-quality data from poor-quality wind vector cells(WVCs)for the sake of wind *** current wind processor of the China-France Oceanography Satellite(CFOSAT)scatterometer(CSCAT)adopts a maximum likelihood estimator(MLE)-based QC method to filter WVCs affected by geophysical noise,such as rainfall and wind *** the first Ku-band rotating fan-beam scatterometer,CSCAT can acquire up to 16 observations over a single WVC,giving abundant information with diverse incidence/azimuth angles,as such its MLE statistical characteristics may be different from the previous *** this study,several QC indicators,including MLE,its spatially averaged value(MLE_(m)),and the singularity exponents(SE),are analyzed using the collocated Global Precipitation Mission rainfall data as well as buoy data,to compare their sensitivity to rainfall and wind *** results show that wind error characteristics of CSCAT under different QC methods are similar to those of other Ku-band scatterometers,i.e.,SE is more suitable than other parameters for the wind QC at outer-swath and nadir regions,while MLE_(m) is the best QC indicator for the sweet region ***,SE is much more favorable than others at high wind *** combining different indicators,an improved QC method is developed for *** validation with the collocated buoy data shows that it accepts more WVCs,and in turn,improves the quality control of CSCAT wind data.

关键词： China-France Oceanography Satellite(CFOSAT) scatterometer winds quality control(QC) singularity exponent(SE)

Targeting the chromatin structural changes of antitumor immunity

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Journal of Pharmaceutical Analysis 2024年第4期14卷 460-482页

作者： Nian-nian Li Deng-xing Lun Ningning Gong Gang Meng Xin-ying Du He Wang Xiangxiang Bao Xin-yang Li Ji-wu Song Kewei Hu Lala Li Si-ying Li Wenbo Liu Wanping Zhu Yunlong Zhang Jikai Li Ting Yao Leming mou Xiaoqing Han Furong Hao Yongcheng Hu Lin Liu Hongguang Zhu Yuyun Wu Bin Liu Weifang People's Hospital WeifangShandong261000China School of Life Sciences Nankai UniversityTianjin300071China Weifang Traditional Chinese Medicine Hospital WeifangShandong261000China Shaanxi Key Laboratory of Sericulture Ankang UniversityAnkangShaanxi725000China Guizhou Education University Guiyang550018China Guizhou Normal University Guiyang550025China School of Medical Imaging Weifang Medical UniversityWeifangShandong261053China Department of Bone and Soft Tissue Oncology Tianjin HospitalTianjin300299China Xinqiao Hospital of Army Military Medical University Chongqing400038China Teda Institute of Biological Sciences&Biotechnology Nankai UniversityTianjin300457China

Epigenomic imbalance drives abnormal transcriptional processes,promoting the onset and progression of *** defective gene regulation generally affects carcinogenesis and tumor suppression networks,tumor immunogenicity and immune cells involved in antitumor responses may also be affected by epigenomic changes,which may have significant implications for the development and application of epigenetic therapy,cancer immunotherapy,and their ***,we focus on the impact of epigenetic regulation on tumor immune cell function and the role of key abnormal epigenetic processes,DNA methylation,histone post-translational modification,and chromatin structure in tumor immunogenicity,and introduce these epigenetic research *** emphasize the value of small-molecule inhibitors of epigenetic modulators in enhancing antitumor immune responses and discuss the challenges of developing treatment plans that combine epigenetic therapy and immuno-therapy through the complex interaction between cancer epigenetics and cancer immunology.

关键词： Antitumor immunity Chromatin structural Cancer epigenetics DNA methylation Histone modification Chemotherapy

Ground threat prediction-based path planning of unmanned autonomous helicopter using hybrid enhanced artificial bee colony algorithm

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Defence Technology（防务技术） 2024年第2期32卷 1-22页

作者： Zengliang Han mou Chen Haojie Zhu Qingxian Wu School of Automation Engineering Nanjing University of Aeronautics and AstronauticsNanjing 211106China

Unmanned autonomous helicopter(UAH)path planning problem is an important component of the UAH mission planning *** to reduce the influence of non-complete ground threat information on UAH path planning,a ground threat prediction-based path planning method is proposed based on artificial bee colony(ABC)algorithm by collaborative thinking ***,a dynamic threat distribution probability model is developed based on the characteristics of typical ground *** dynamic no-fly zone of the UAH is simulated and established by calculating the distribution probability of ground threats in real ***,a dynamic path planning method for UAH is designed in complex environment based on the real-time prediction of ground *** adding the collision warning mechanism to the path planning model,the flight path could be dynamically adjusted according to changing no-fly ***,a hybrid enhanced ABC algorithm is proposed based on collaborative thinking *** proposed algorithm applies the leader-member thinking mechanism to guide the direction of population evolution,and reduces the negative impact of local optimal solutions caused by collaborative learning update strategy,which makes the optimization performance of ABC algorithm more controllable and ***,simulation results verify the feasibility and effectiveness of the proposed ground threat prediction path planning method.

关键词： UAH Path planning Ground threat prediction Hybrid enhanced Collaborative thinking

Preparation and Characterization of pH-Responsive Charge Reversal Nanocomposite for miRNA Delivery

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Journal of Wuhan University of Technology(Materials Science) 2024年第4期39卷 1048-1052页

作者：余丹 YE Liyuan LI Binbin mou Fangzhi 殷义霞 State Key Laboratory of Advanced Technology for Materials Synthesis and Processing Wuhan University of TechnologyWuhan 430070China Hainan Institute Wuhan University of TechnologySanya 572000China Biomedical Materials and Engineering Research Center of Hubei Province Wuhan University of TechnologyWuhan 430070China

pH-responsive charge reversal loaded miRNA nanocomposite was prepared by electrostatic *** morphology,particle size and zeta potential of the nanocomposites were analyzed by transmission electron microscopy and dynamic light *** synthesis of the polymer was analyzed by^(1)*** zeta-potential changes and cellular uptake effects of the nanocomplexes under different pH environments were *** experimental results show that the surface morphology of the nanocomposite is spherical,and the average particle size is about 135 *** the pH value of the solution gradually decreases,the surface charge of the nanocomposite reverses from negative charge to positive charge(from-9.4 to+17.1 mV).Cellular uptake mediated by pH-responsive nanocomposite is selective for tumor cells,and the cellular uptake effect in tumor cells at pH 6.5 was approximately 3 times higher than that at pH *** pH responsive charge reversal nanocomposite has promising application prospects for gene delivery in the weak acid environment of tumors.

关键词： charge conversion siRNA delivery pH responsive cancer therapy

Spin logic devices based on negative differential resistance -enhanced anomalous Hall effect

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International Journal of Minerals,Metallurgy and Materials 2024年第6期31卷 1437-1448页

作者： Hongming mou Ziyao Lu Yuchen Pu Zhaochu Luo Xiaozhong Zhang Key Laboratory of Advanced Materials(MOE) School of Materials Science and EngineeringTsinghua UniversityBeijing 100084China State Key Laboratory of Artificial Microstructure and Mesoscopic Physics School of PhysicsPeking UniversityBeijing 100871China

Owing to rapid developments in spintronics,spin-based logic devices have emerged as promising tools for next-generation computing *** paper provides a comprehensive review of recent advancements in spin logic devices,particularly focusing on fundamental device concepts rooted in nanomagnets,magnetoresistive random access memory,spin–orbit torques,electric-field modu-lation,and magnetic domain *** operation principles of these devices are comprehensively analyzed,and recent progress in spin logic devices based on negative differential resistance-enhanced anomalous Hall effect is *** devices exhibit reconfigur-able logic capabilities and integrate nonvolatile data storage and computing *** current-driven spin logic devices,negative differential resistance elements are employed to nonlinearly enhance anomalous Hall effect signals from magnetic bits,enabling reconfig-urable Boolean logic ***,voltage-driven spin logic devices employ another type of negative differential resistance ele-ment to achieve logic functionalities with excellent cascading *** cascading several elementary logic gates,the logic circuit of a full adder can be obtained,and the potential of voltage-driven spin logic devices for implementing complex logic functions can be *** review contributes to the understanding of the evolving landscape of spin logic devices and underscores the promising pro-spects they offer for the future of emerging computing schemes.

关键词： spin logic spin–orbit torque negative differential resistance full-adder