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HHO optimized support vector machine classifier for traditional Chinese medicine syndrome differentiation of diabetic retinopathy

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International Journal of Ophthalmology(English edition) 2024年第6期17卷 991-1000页

作者： Li Xiao Cheng-Wu Wang Ying Deng Yi-Jing yang Jing Lu Jun-Feng Yan Qing-Hua Peng School of Chinese Medicine Hunan University of Chinese MedicineChangsha 410208Hunan ProvinceChina School of Informatics Hunan University of Chinese MedicineChangsha 410208Hunan ProvinceChina Hunan Provincial key Laboratory for Prevention and Treatment of Ophthalmology and Otolaryngology Diseases with Chinese Medicine Hunan University of Chinese MedicineChangsha 410208Hunan ProvinceChina Hunan Provincial Engineering and Technological Research Center for Prevention and Treatment of Ophthalmology and Otolaryngology Diseases with Chinese Medicine and Protecting Visual Function Hunan University of Chinese MedicineChangsha 410208Hunan ProvinceChina

AIM:To develop a classifier for traditional Chinese medicine(TCM)syndrome differentiation of diabetic retinopathy(DR),using optimized machine learning algorithms,which can provide the basis for TCM objective and intelligent syndrome ***:Collated data on real-world DR cases were collected.A variety of machine learning methods were used to construct TCM syndrome classification model,and the best performance was selected as the basic *** Algorithm(GA)was used for feature selection to obtain the optimal feature *** Hawk Optimization(HHO)was used for parameter optimization,and a classification model based on feature selection and parameter optimization was *** performance of the model was compared with other optimization *** models were evaluated with accuracy,precision,recall,and F1 score as ***:Data on 970 cases that met screening requirements were *** Vector Machine(SVM)was the best basic classification *** accuracy rate of the model was 82.05%,the precision rate was 82.34%,the recall rate was 81.81%,and the F1 value was 81.76%.After GA screening,the optimal feature combination contained 37 feature values,which was consistent with TCM clinical *** model based on optimal combination and SVM(GA_SVM)had an accuracy improvement of 1.92%compared to the basic *** model based on HHO and GA optimization(HHO_GA_SVM)had the best performance and convergence speed compared with other optimization *** with the basic classification model,the accuracy was improved by 3.51%.CONCLUSION:HHO and GA optimization can improve the model performance of SVM in TCM syndrome differentiation of *** provides a new method and research idea for TCM intelligent assisted syndrome differentiation.

关键词： traditional Chinese medicine diabetic retinopathy Harris Hawk Optimization Support Vector Machine syndrome differentiation

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裸子植物的系统分类:历史、现状和展望

南京林业大学学报（自然科学版） 2024年第3期48卷 14-26页

作者：杨永南京林业大学南方现代林业协同创新中心南京林业大学生命科学学院江苏南京210037

系统梳理裸子植物系统分类历史,按标志性研究进展,将1753年以来裸子植物分类研究历史划分为6个发展阶段:第1阶段为混沌时期(1753—1827年),从Linnaeus至Brown提出裸子植物概念之前,裸子植物未被作为一个类群处理,以Linnaeus的性系统为代... 详细信息

系统梳理裸子植物系统分类历史,按标志性研究进展,将1753年以来裸子植物分类研究历史划分为6个发展阶段:第1阶段为混沌时期(1753—1827年),从Linnaeus至Brown提出裸子植物概念之前,裸子植物未被作为一个类群处理,以Linnaeus的性系统为代表;第2阶段为概念形成时期(1827—1843年),从Brown发现裸子植物至Brongniart正式将裸子植物处理为一个类群之前,是裸子植物发现和概念的确立时期;第3阶段为萌芽时期(1843—1864年),从Brongniart至Braun之前,这一时期人们虽然将裸子植物作为一个类群处理,但还是将它作为被子植物双子叶植物的一个部分,代表系统如Bentham&Hooker的分类系统;第4阶段为裸子植物系统分类的奠基时期(1864—1926年),从Braun至Pilger,这个阶段人们将裸子植物从被子植物中独立出来,发现了银杏精子具鞭毛这样的原始性状,将银杏从红豆杉类植物中分出,厘清了裸子植物的主要传代线,奠定了裸子植物系统分类的基础,但是该时期人们对裸子植物科的概念还比较模糊,以Eichler和Engler的系统为代表,为后续分类系统奠定基础;第5阶段为“百家争鸣”时期(1926—2011年),从Pilger至Christenhusz等之前,该时期提出的分类系统很多,分类阶元的应用从目至门都有不同的观点,且从形态学、解剖学、胚胎学、植物化学、古植物学、分支分类学等方面,证据类型和方法十分多样。争论主要集中在银杏、红豆杉类和买麻藤类等类群的亲缘关系和系统归属,以及对罗汉松科、杉科和柏科的界定方面,以Pilger系统和郑万钧为代表;第6阶段是分子系统学和整合分类学时期(2007—),从Anderson等至今,该时期以分支分类学原理为准则,以系统发生树为骨架,综合分子系统学、解剖学、形态学、植物化学以及分子系统学等证据,建立和完善裸子植物分类系统,以yang等提出的裸子植物分类系统为本阶段的代表性分类系统。笔者还展望了裸子植物未来在物种界定、整合分类学以及保护生物学等方面的重点研究发展趋势。

关键词：裸子植物系统学分类系统系统发生基因组学整合分类学

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Nanozyme‑Engineered Hydrogels for Anti‑Inflammation and Skin Regeneration

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Nano-Micro Letters 2024年第6期16卷 127-179页

作者： Amal George kurian Rajendra k.Singh Varsha Sagar Jung‑Hwan Lee Hae‑Won kim Institute of Tissue Regeneration Engineering(ITREN) Dankook UniversityCheonan 31116Republic of Korea Department of Nanobiomedical Science&Bk21 NBM Global Research Center for Regenerative Medicine Dankook UniversityCheonan 31116Republic of Korea Department of Biomaterials Science School of DentistryDankook UniversityCheonan 31116Republic of Korea UCL Eastman‑korea Dental Medicine Innovation Centre Dankook UniversityCheonan 31116Republic of Korea Cell and Matter Institute Dankook UniversityCheonan 31116Republic of Korea Mechanobiology Dental Medicine Research Center Dankook UniversityCheonan 31116Republic of Korea

Inflammatory skin disorders can cause chronic scarring and functional impairments,posing a significant burden on patients and the healthcare *** therapies,such as corticosteroids and nonsteroidal anti-inflammatory drugs,are limited in efficacy and associated with adverse ***,nanozyme(NZ)-based hydrogels have shown great promise in addressing these ***-based hydrogels possess unique therapeutic abilities by combining the therapeutic benefits of redox nanomaterials with enzymatic activity and the water-retaining capacity of *** multifaceted therapeutic effects of these hydrogels include scavenging reactive oxygen species and other inflammatory mediators modulating immune responses toward a pro-regenerative environment and enhancing regenerative potential by triggering cell migration and *** review highlights the current state of the art in NZ-engineered hydrogels(NZ@hydrogels)for anti-inflammatory and skin regeneration *** also discusses the underlying chemo-mechano-biological mechanisms behind their ***,the challenges and future directions in this ground,particularly their clinical translation,are *** insights provided in this review can aid in the design and engineering of novel NZ-based hydrogels,offering new possibilities for targeted and personalized skin-care therapies.

关键词： Nanozymes Hydrogels ROS scavenging Anti-inflammation Skin regeneration

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Combining anodic alcohol oxidative coupling for C-C bond formation with cathodic ammonia production

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National Science Review 2024年第5期11卷 217-226页

作者： Leitao Xu Wei Chen Cairong Wang Wenjie Wu Yelin Yao Zhifeng Huang Jingcheng Wu Ming yang Yandong Wu Dianke Xie Yuqin Zou Shuangyin Wang State key Laboratory of Chemo/Bio-Sensing and Chemometrics College of Chemistry and Chemical EngineeringAdvanced Catalytic Engineering Research Center of the Ministry of Education Hunan University

Electrocatalytic oxidation of alcohols using heterogeneous catalysts is a promising aqueous, energy-efficient and environmentally friendly approach, especially for coupling different alcohols to prolong the carbon chain via co-oxidation. Precisely regulating critical steps to tailor electrode materials and electrolyte composition is key to selectively coupling alcohols for targeted synthesis. However, selectively coupling different alcohols remains challenging due to the lack of effective catalyst and electrolyte design promoting specific pathways. Herein, we demonstrate a paired electrolysis strategy for combining anodic oxidative coupling of ethanol（EtOH） and benzyl alcohol（PhCH2OH） to synthesize cinnamaldehyde（CAL） and cathodic ammonia production. The strategies involve:（i） utilizing the salt-out effect to balance selective oxidation and coupling rates;（ii） developing platinum-loaded nickel hydroxide electrocatalysts to accelerate intermediate coupling kinetics;（iii） introducing thermodynamically favorable nitrate reduction at the cathode to improve coupling selectivity by avoiding hydrogenation of products while generating valuable ammonia instead of hydrogen. We achieved 85% coupling selectivity and 278 μmol/h NH3productive rate at 100 m A/cm2with a low energy input（～1.63 V）. The membrane-free, low energy, scalable approach with a wide substrate scope highlights promising applications of this methodology. This work advances heterogeneous electrocatalytic synthesis through rational design principles that integrate anodic oxidative coupling with cathodic nitrate reduction reactions, having synergistic effects on efficiency and selectivity.

关键词： anodic alcohol oxidative coupling C–C bond formation cinnamaldehyde cathodic ammonia production

Simple and versatile in situ thermo-sensitive hydrogel for rectal administration of SZ-A to alleviate inflammation and repair mucosal barrier in ulcerative colitis

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Chinese Chemical Letters 2024年第6期35卷 462-468页

作者： Yu Yan Jiawei Song Dongdong Liu Zihan Liu Jialing Cheng Zhiyang Chen Yanfang yang Weizhe Jiang Hongliang Wang Jun Ye Yuling Liu State key Laboratory of Bioactive Substance and Function of Natural Medicines Institute of Materia MedicaChinese Academy of Medical Sciences&Peking Union Medical CollegeBeijing 100050China College of Pharmacy Guangxi Medical UniversityNanning 530021China Beijing key Laboratory of Drug Delivery Technology and Novel Formulation Institute of Materia MedicaChinese Academy of Medical Sciences&Peking Union Medical CollegeBeijing 100050China

Ulcerative colitis(UC)is a chronic inflammatory bowel disease characterized by persistent inflammation of the colon and disrupted intestinal *** mori(Sangzhi)alkaloids(SZ-A),derived from twigs of mulberry,were approved by the National Medical Products Administration in 2020 for treating type 2 diabetes *** evidence has confirmed that SZ-A also alleviates non-alcoholic fatty liver disease and ameliorates inflammation,indicating its potential to address inflammation in ***,the treatment of UC faces challenges due to low drug delivery efficiency and short retention *** overcome these challenges,an injectable and adherent in-situ thermo-sensitive hydrogel containing SZ-A was developed for rectal drug delivery,utilizing the thermo-sensitive polymers Poloxamer 407and *** thermo-sensitive hydrogel system was designed with a moderate gelation temperature of 32±0.5℃,a short gelation time of 64 s,a p H range of 7-10,high moisturizing capability exceeding 90%,and moderate mechanical strength of 4-5 *** a rat model with UC,the in situ thermo-sensitive hydrogel significantly extended the retention time at the colonic site and enabled sustained release after rectal *** of UC were markedly reduced following rectal administration of SZ-A thermosensitive ***,the release of inflammatory factors,such as interleukin-1β(IL-1β),IL-6,IL-18,tumor necrosis factor-α(TNF-α),and transforming growth factor-β1(TGF-β1),significantly decreased in the SZ-A thermo-sensitive hydrogel *** integrity of the colonic mucosal barrier was significantly enhanced following the application of SZ-A thermo-sensitive *** conclusion,rectal administration of SZ-A in situ thermo-sensitive hydrogel effectively alleviated UC symptoms,inhibited the secretion of inflammatory factors,and promoted the repair of the colonic mucosal *** approach holds promise as a potential treatment for UC.

关键词： Ulcerative colitis SZ-A Thermo-sensitive hydrogel Rectal administration Alleviation of inflammation Mucosal barrier repair

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Investigating the molecular mechanism of Chelidonii Herba against liver cancer using network pharmacology and molecular docking validation

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Integrative Medicine Discovery 2024年第22期8卷 1-12页

作者： Ming-Zhi yang Zi-Xuan yang Zhang Yu Ju-Min Xie Hubei key Laboratory of Renal Disease Occurrence and Intervention Medical SchoolHubei Polytechnic UniversityHuangshi 435003China

Background:The molecular mechanism of Chelidonii Herba in treating hepatocellular carcinoma was investigated using network pharmacology and molecular docking ***:The main active components of Chelidonii Herba were screened using the Traditional Chinese Medicine Systems Pharmacology Database and Analysis Platform database,and the targets of these active ingredients were identified using the SwissTargetPrediction *** related to liver cancer were sourced from GeneCards,Therapeutic Targets Database,and Online Mendelian Inheritance in Man *** targets between the active components of Chelidonii Herba and liver cancer were determined using the jvenn online *** protein interaction network was analyzed via STRING database and visualized using Cytoscape *** targets were identified and further analyzed within the protein interaction *** Ontology and kyoto Encyclopedia of Genes and Genomes enrichment analyses were conducted for the intersection targets using the DAVID database to correlate gene *** bubble diagrams for Gene Ontology enrichment analysis and circular diagrams for kyoto Encyclopedia of Genes and Genomes pathway enrichment analysis were generated using CNSknowall and SangerBox online *** docking and visualization were performed using AutoDockTools 1.5.7 and PyMOL 2.5.7 software,*** survival and pan-cancer analysis of core targets were conducted using the GEPIA2 online ***:Twelve active components of Chelidonii Herba were identified through screening.A total of 103 intersection targets and 12 core targets were found between these active constituents of Chelidonii Herba and liver *** Herba may exert its effects on liver cancer through these 12 core *** signaling pathways are implicated,including chemical carcinogen-receptor activation,endocrine resistance,HIF-1 signaling pathway,and proteoglycans in ***

关键词： Chelidonii Herba liver cancer network pharmacology molecular docking

Artificial synapses based on organic electrochemical transistors with self-healing dielectric layers

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Chinese Chemical Letters 2024年第3期35卷 423-427页

作者： Yushan Gao Junyao Zhang Dapeng Liu Tongrui Sun Jun Wang Li Li Shilei Dai Jianhua Zhang Zhenglong yang Jia Huang School of Materials Science and Engineering Tongji UniversityShanghai 201804China key Laboratory of Advanced Display and System Application Ministry of EducationShanghai UniversityShanghai 200072China National key Laboratory of Autonomous Intelligent Unmanned Systems Tongji UniversityShanghai 201804China

Organic electrochemical transistors(OECTs)have emerged as one type of promising building block for neuromorphic systems owing to their capability of mimicking the morphology and functions of biological neurons and ***,numerous kinds of OECTs have been developed,while self-healing performance has been neglected in most reported *** this work,the OECTs using self-healing polymer electrolytes as dielectric layers are *** important synaptic behaviors are simulated in the OECTs by doping the channel layers with ions from the *** from the dynamic hydrogen bonds in the self-healing polymer electrolytes,the OECTs can successfully maintain their electrical performance and the ability of emulating synaptic behaviors after self-healing compared with the initial *** significantly,the sublinear spatial summation function is demonstrated in the OECTs and their potential in flexible electronics is also *** results suggest that our devices are expected to be a vital component in the development of future wearable and bioimplantable neuromorphic systems.

关键词： Organic electrochemical transistors Artificial synapses Synaptic behaviors Self-healing Flexibility

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A pH/ROS dual-responsive system for effective chemoimmunotherapy against melanoma via remodeling tumor immune microenvironment

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Acta Pharmaceutica Sinica B 2024年第5期14卷 2263-2280页

作者： Leilei Wang Shanshan He Rong Liu Yuan Xue Yuan Quan Rongying Shi Xueying yang Qing Lin Xun Sun Zhirong Zhang Ling Zhang key Laboratory of Drug-Targeting and Drug Delivery System of the Education Ministry West China School of PharmacySichuan UniversityChengdu 610041China Med-X Center for Materials College of Polymer Science and EngineeringSichuan UniversityChengdu 610065China

Chemotherapeutics can induce immunogenic cell death(ICD)in tumor cells,offering new possibilities for cancer ***,the efficiency of the immune response generated is insufficient due to the inhibitory nature of the tumor microenvironment(TME).Here,we developed a pH/reactive oxygen species(ROS)dual-response system to enhance chemoimmunotherapy for *** system productively accumulated in tumors by specific binding of phenylboronic acid(PBA)to sialic acids(SA).The nanoparticles(NPs)rapidly swelled and released quercetin(QUE)and doxorubicin(DOX)upon the stimulation of tumor microenvironment(TME).The in vitro and in vivo results consistently demonstrated that the NPs improved anti-tumor efficacy and prolonged survival of mice,significantly enhancing the effects of the *** study revealed DOX was an ICD inducer,stimulating immune responses and promoting maturation of dendritic cells(DCs).Additionally,QUE served as a TME regulator by inhibiting the cyclooxygenase-2(COX2)-prostaglandin E2(PGE2)axis,which influenced various immune cells,including increasing cytotoxic T cells(CLTs)infiltration,promoting M1 macrophage polarization,and reducing regulatory T cells(Tregs)*** combination synergistically facilitated chemoimmunotherapy efficacy by remodeling the immunosuppressive *** work presents a promising strategy to increase anti-tumor efficiency of chemotherapeutic agents.

关键词： Quercetin Nanoparticle Responsiveness Chemoimmunotherapy Tumor immune microenvironment

RAD51B-AS1 promotes the malignant biological behavior of ovarian cancer through upregulation of RAD51B

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Journal of Zhejiang University-Science B(Biomedicine & Biotechnology) 2024年第7期25卷 581-593页

作者： Xinyi WEI Conghui WANG Sangsang TANG Qian yang Zhangjin SHEN Jiawei ZHU Xiaodong CHENG Xinyu WANG Xing XIE Junfen XU Weiguo LU Women's Reproductive Health Laboratory of Zhejiang Province Women�s HospitalZhejiang University School of MedicineHangzhou 310006China Department of Gynecologic Oncology Women�s HospitalZhejiang University School of MedicineHangzhou 310006China Cancer Center Zhejiang UniversityHangzhou 310058China Department of Obstetrics and Gynecology the First Affiliated HospitalZhejiang University School of MedicineHangzhou 310003China Zhejiang Provincial Clinical Research Center for Obstetrics and Gynecology Hangzhou 310006China

Long non-coding RNAs(lncRNAs)play an indispensable role in the occurrence and development of ovarian cancer(OC).However,the potential involvement of lncRNAs in the progression of OC is largely *** investigate the detailed roles and mechanisms of RAD51 homolog B-antisense 1(RAD51B-AS1),a novel lncRNA in OC,reverse transcription-quantitative polymerase chain reaction(RT-qPCR)was performed to verify the expression of *** proliferation,metastasis,and apoptosis were detected using the cell counting kit-8(CCk-8),colony-formation,transwell,and flow cytometry *** xenograft models were established for the detection of *** results revealed that RAD51B-AS1 was significantly upregulated in a highly metastatic human OC cell line and OC ***51B-AS1 significantly increased the proliferation and metastasis of OC cells and enhanced their resistance to *** prediction analysis revealed that the only target gene of RAD51B-AS1 was *** gene function experiments revealed that RAD51B exerts the same biological effects as *** experiments demonstrated that the malignant biological behaviors promoted by RAD51B-AS1 overexpression were partially or completely reversed by RAD51B silencing in vitro and in ***,RAD51B-AS1 promotes the malignant biological behaviors of OC and activates the protein kinase B(Akt)/B cell lymphoma protein-2(Bcl-2)signaling pathway,and these effects may be associated with the positive regulation of RAD51B ***51B-AS1 is expected to serve as a novel molecular biomarker for the diagnosis and prediction of poor prognosis in OC,and as a potential therapeutic target for disease management.

关键词： Ovarian cancer(OC) Long non-coding RNA(LncRNA) Metastasis Anoikis