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Identification of male schizophrenia patients using brain morphology based on machine learning algorithms

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World Journal of Psychiatry 2024年第6期14卷 804-811页

作者： Tao Yu Wen-Zhi pei Chun-Yuan Xu chen-chen Deng Xu-Lai Zhang Department of Clinical Nutrition Hefei Fourth People’s HospitalHefei 230032Anhui ProvinceChina Department of Psychiatry Hefei Fourth People’s HospitalHefei 230032Anhui ProvinceChina Department of Gynaecology Anhui Maternal and Child Health HospitalHefei 230032Anhui ProvinceChina

BACKGROUND Schizophrenia is a severe psychiatric disease,and its prevalence is ***,diagnosis of early-stage schizophrenia is still considered a challenging *** To employ brain morphological features and machine learning method to differentiate male individuals with schizophrenia from healthy *** The least absolute shrinkage and selection operator and t tests were applied to select important features from structural magnetic resonance images as input features for *** commonly used machine learning algorithms,the general linear model,random forest(RF),k-nearest neighbors,and support vector machine algorithms,were used to develop the classification *** performance of the classification models was evaluated according to the area under the receiver operating characteristic curve(AUC).RESULTS A total of 8 important features with significant differences between groups were considered as input features for the establishment of classification models based on the four machine learning *** to other machine learning algorithms,RF yielded better performance in the discrimination of male schizophrenic individuals from healthy controls,with an AUC of *** Our research suggests that brain morphological features can be used to improve the early diagnosis of schizophrenia in male patients.

关键词： Schizophrenia Machine learning Classification Structure Magnetic Resonance imaging

One-year observation of the mixing states of oxygenated organics-containing single particles in Guangzhou,China

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Frontiers of Environmental Science & Engineering 2024年第5期18卷 155-169页

作者： Liyuan Mao Suxia Yang Xiaoya cheng Sulin Liu Duanying chen Zhen Zhou Mei Li chenglei pei Chunlei cheng Institute of Mass Spectrometry and Atmospheric Environment Guangdong Provincial Engineering Research Center for the On-line Source Apportionment System of Air PollutionJinan UniversityGuangzhou510632China Guangdong-Hongkong-Macao Joint Laboratory of Collaborative Innovation for Environmental Quality Guangzhou510632China Guangzhou Research Institute of Environment Protection Co. Ltd.Guangzhou510620China Guangzhou Ecological and Environmental Monitoring Center of Guangdong Province Guangzhou510030China State Key Laboratory of Marine Resource Utilization in South China Sea Hainan UniversityHaikou570228China State Key Laboratory of Loess and Quaternary Geology Institute of Earth EnvironmentChinese Academy SciencesXi’an710061China

Oxygenated organic molecules(OOMs)play an important role in the formation of secondary organic aerosols(SOAs),but the mixing states of OOMs are still *** study investigates the mixing states of OOM-containing single particles from the measurements taken using a single particle aerosol mass spectrometer in Guangzhou,China in ***,the particle counts of OOM particles and the mass concentration of secondary organic carbon(SOC)exhibited similar temporal trends throughout the entire *** OOM particles were consistently enriched in secondary ions,including ^(16)O^(−),^(26)CN^(−),^(46)NO_(2)^(−),^(62)NO_(3)^(−),and ^(97)HSO_(4)^(−).In contrast,the number fractions and diurnal patterns of OOM particles among the total detected particles showed similar distributions in August and October;however,the SOC ratios in fine particulate matter were quite different,suggesting that there were different mixing states of single-particle oxygenated *** addition,further classification results indicated that the OOM particles were more aged in October than August,even though the SOC ratios were higher in ***,the distribution of hydrocarbon fragments exhibited a notable decrease from January to October,emphasizing the more aged state of the organics in *** addition,the sharp increase in elemental carbon(EC)-OOM particles in the afternoon in October suggests the potential role of EC in the aging process of ***,in contrast to the bulk analysis of SOC mass concentration,the mixing states of the OOM particles provide insights into the formation process of SOAs in field studies.

关键词： Oxygenated organics Single particles Mixing state Secondary formation Photochemistry

High Density 3D Carbon Tube Nanoarray Electrode Boosting the Capacitance of Filter Capacitor

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Nano-Micro Letters 2024年第11期16卷 242-254页

作者： Gan chen Fangming Han Huachun Ma pei Li Ziyan Zhou Pengxiang Wang Xiaoyan Li Guowen Meng Bingqing Wei Key Laboratory of Materials Physics and Anhui Key Laboratory of Nanomaterials and NanotechnologyInstitute of Solid State PhysicsHFIPSChinese Academy of SciencesHefei 230031People’s Republic of China Department of Materials Science and Engineering University of Science and Technology of ChinaHefei 230026People’s Republic of China Department of Mechanical Engineering University of DelawareNewarkDE 19716USA Mechano‑X Institute Applied Mechanics LaboratoryDepartment of Engineering MechanicsTsinghua UniversityBeijing 100084People’s Republic of China

Electric double-layer capacitors(EDLCs)with fast frequency response are regarded as small-scale alternatives to the commercial bulky aluminum electrolytic *** carbon-based nanoarray electrodes with precise alignment and smooth ion channels is crucial for enhancing EDLCs’***,controlling the density of macropore-dominated nanoarray electrodes poses challenges in boosting the capacitance of line-filtering ***,a simple technique to finely adjust the vertical-pore diameter and inter-spacing in three-dimensional nanoporous anodic aluminum oxide(3D-AAO)template is achieved,and 3D compactly arranged carbon tube(3D-CACT)nanoarrays are created as electrodes for symmetrical EDLCs using nanoporous 3D-AAO template-assisted chemical vapor deposition of *** 3D-CACT electrodes demonstrate a high surface area of 253.0 m^(2) g^(−1),a D/G band intensity ratio of 0.94,and a C/O atomic ratio of *** a result,the high-density 3D-CT nanoarray-based sandwich-type EDLCs demonstrate a record high specific areal capacitance of 3.23 mF cm^(-2) at 120 Hz and exceptional fast frequency response due to the vertically aligned and highly ordered nanoarray of closely packed CT *** 3D-CT nanoarray electrode-based EDLCs could serve as line filters in integrated circuits,aiding power system miniaturization.

关键词： Compactly arranged Three-dimensional carbon tube nanoarray Dimensional carbon tube nanoarray Fast frequency response Electric double-layer capacitors Layer capacitors AC line-filtering Filtering

Prevalence and Risk Factors for Chronic Obstructive Pulmonary Disease Among Adults Aged 50 and Above-10 CKB Study Areas,China,2020–2021

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China CDC weekly 2024年第43期6卷 1126-1131页

作者： Wei Yu Yongbing Lan Dianjianyi Sun pei pei Ling Yang Yiping chen Huaidong Du Yingcai Yang Dan Schmidt Junshi chen Zhengming chen Jun Lyu Liming Li Canqing Yu Department of Epidemiology&Biostatistics School of Public HealthPeking UniversityBeijingChina Peking University Center for Public Health and Epidemic Preparedness&Response BeijingChina Key Laboratory of Epidemiology of Major Diseases(Peking University) Ministry of EducationBeijingChina Clinical Trial Service Unit&Epidemiological Studies Unit(CTSU) Nuffield Department of Population HealthUniversity of OxfordOxfordUnited Kingdom Shinan District Center for Disease Control and Prevention Qingdao CityShandong ProvinceChina China National Center for Food Safety Risk Assessment BeijingChina State Key Laboratory of Vascular Homeostasis and Remodeling Peking UniversityBeijingChina.

What is already known about this topic?The prevalence of COPD in Chinese individuals aged 50 years and above was obviously higher than that in younger adults,but the risk factors for this age group were *** is added by this report?The prevalence was estimated at 12.8%and 5.7%for males and females over 50 in 2020–2021,with confirmed risk factors of cigarette smoking,a family history of respiratory diseases,respiratory symptoms,and a history of cough or respiratory diseases during *** are the implications for public health practice?The findings may help clinicians and the public identify individuals at high risk of COPD and take targeted measures in a timely manner.

关键词： respiratory diseases prevalence

The Association Between Preserved Ratio Impaired Spirometry and Mortality –– 10 CKB Study Areas, China, 2004–2022

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China CDC weekly 2024年第43期6卷 1120-1125,I0003页

作者： Yalei Ke Xinyi Zhang Dianjianyi Sun pei pei Huaidong Du Yiping chen Ling Yang Xiaoming Yang Kang Wang Junshi chen Zhengming chen Jun Lv Liming Li Canqing Yu Department of Epidemiology and Biostatistics School of Public HealthPeking University Health Science CenterBeijingChina Peking University Center for Public Health and Epidemic Preparedness&Response BeijingChina Key Laboratory of Epidemiology of Major Diseases(Peking University) Ministry of EducationBeijingChina Clinical Trial Service Unit&Epidemiological Studies Unit(CTSU) Nuffield Department of Population HealthUniversity of OxfordOxfordUK Shibei Center for Disease Control and Prevention Qingdao CityShandong ProvinceChina China National Center for Food Safety Risk Assessment BeijingChina State Key Laboratory of Vascular Homeostasis and Remodeling Peking UniversityBeijingChina.

What is already known about this topic?China has the world’s most significant public health and economic burden of chronic respiratory ***,the association between preserved ratio impaired spirometry(PRISm)and mortality risk is *** is added by this report?The PRISm group exhibited a 37%higher risk of allcause mortality than the normal group,and the risks of death from cardiovascular diseases,neoplasms,respiratory diseases,and infectious and parasitic diseases were also increased in ***,the presence of respiratory symptoms or disease was associated with an increased risk of mortality in *** are the implications for public health practice?It is imperative to enhance public awareness of PRISm and to implement measures to facilitate the regression of PRISm toward normal lung function.

关键词： function. impaired neoplasms

Molecular quantification of herbs(Herb-Q):a pyrosequencingbased approach and its application in Pinellia ternata

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Chinese Journal of Natural Medicines 2024年第7期22卷 663-672页

作者： pei Yifei LIU Ziyi YU Dade ZHANG Xiangyu SUN Wei chen Xiaofang FENG Xue LI Xiwen Institute of Chinese Materia Medica China Academy of Chinese Medical SciencesBeijing 100700China Bijie Institute of Traditional Chinese Medicine Bijie 551700China The Key Laboratory for Health Industry of Bijie Bijie Medical CollegeBijie 551700China

Variations in herb dosage due to species adulteration and dosing inaccuracies can substantially affect clinical safety and *** species quantification remains challenging,as current methods often yield inconsistent *** study introduces a novel pyrosequencing-based technique,termed herb molecular quantification(Herb-Q),designed to precisely quantify herbal *** evaluated its effectiveness using Pinellia ternata and five of its ***,we assessed commonly used DNA barcodes with sequences from a public database,identifying two candidate regions,Maturase K(matK)and internal transcribed spacer 2(ITS2),for screening specific single nucleotide polymorphism(SNP)loci,allowing for species-specific *** loci were validated by amplifying and sequencing genomic material from collected *** validation studies showed that Herb-Q demonstrated excellent linearity,accuracy,repeatability,and detection *** established quantitative standard curves with high R^(2)values(>0.99)to enable precise species quantification,which were combined with external standards to provide clear and accurate visual quantification *** average bias in quantifying the tuber of *** was 2.38%,confirming that Herb-Q can accurately identify and quantify herbal product ***,the entire quantification process took less than 4 *** study presents a novel,rapid method for accurately quantifying species in herbal products and advances the application of DNA barcoding from species identification to quantitative detection.

关键词： Quantification Adulterant DNA barcodes Single nucleotide polymorphism

Two sandwich-type uranyl-containing polytungstates catalyze aerobic synthesis of benzimidazoles

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Rare Metals 2024年第3期43卷 1316-1322页

作者： Yu-Feng Liu Qi-Long Hu Xue-Jiao chen Ke Li pei Luo Guo-Ping Yang School of Chemistry and Material Science Jiangxi Province Key Laboratory of Synthetic ChemistryJiangxi Key Laboratory for Mass Spectrometry and InstrumentationEast China University of TechnologyNanchang330013China School of Environmental Science and Engineering Southern University of Science and TechnologyShenzhen518055China

Diversified synthetic strategies are extremely important for the structural diversity of uranium-containing polyoxometalates(U-POMs)and their functional ***,two sandwich-type U-POMs were reported,which are Na_(5.6)K_(6.4)[(UO_(2))(H_(2)O)(TeW_(9)O_(33))]_(2)·21H_(2)O(UTeW_(9))and Na_(8.9)K_(2.7)H_(1.19)[K_(0.79)(UO_(2))_(2.21)(PW_(9)O_(34))_(2)]·12H_(2)O(UPW_9)using in-situ strategy and lacunary precursor strategy,***_9 shows a typical Keggin-typeopen or half-sandwich configuration.

关键词： configuration expansion sandwich

Multifunctional nano-herb based on tumor microenvironment for enhanced tumor therapy of gambogic acid

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Chinese Chemical Letters 2024年第5期35卷 307-313页

作者： Fengyun Li Zerong pei shuting chen Gen li Mengyang Liu Liqin Ding Jingbo Liu Feng Qiu School of Chinese Materia Medica Tianjin University of Traditional Chinese MedicineTianjin 301617China College of Horticulture and Landscape Architecture Tianjin Agricultural UniversityTianjin 300384China State Key Laboratory of Component-based Chinese Medicine Tianjin University of Traditional Chinese MedicineTianjin 301617China

Multifunctional drug delivery systems(DDSs)have shown great prospects in overcoming the heterogeneous barrier of delivery drugs to the complex tumor microenvironment(TME).In this study,multifunctional AS/Ge-pNAB microgels with dual-active targeting,triple environment responsiveness,and fluorescence imaging capability were prepared through a straightforward *** was aimed to improve the antitumor therapeutic application of gambogic acid(GA)based on the biological characteristics of *** microgels have a uniform double-layer structure with aptamer in the outer layer which helps in recognizing receptors on the tumor *** GA loaded nano-herb exhibited environment-responsive drug release profiles under acidic pH,reductant and high *** nano-herb significantly improved the accumulation of GA in tumor sites through the synergistic combination of the enhanced permeability and retention effect and dual-ligand mediated ***,it accelerated intracellular drug release and killed tumor ***,the nano-herb had specific therapeutic effects on the tumor in vitro and in vivo as they remarkably inhibited tumor growth while depicting optimal biosafety and lower levels of off-target ***,these findings demonstrate the great potential of the multifunctional AS/Ge-pNAB microgels for precisely targeted GA delivery and open a new avenue for the facile preparation of multifunctional DDSs.

关键词： Tumor microenvironment Microgels Gambogic acid Dual-active targeting Triple environment responsiveness Silver nanoclusters

Nd:YAG water mist laser treatment for giant gestational gingival tumor: A case report

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World Journal of Clinical Cases 2024年第11期12卷 1974-1979页

作者： Hong-Yu chen Jun-Ji Xu Xiu-Lin Chang pei Wu Department of Stomatology Women and Children's Hospital Affiliated to Ningbo UniversityNingbo 315012Zhejiang ProvinceChina

BACKGROUND This case of gestational gingival tumor is huge and extremely rare in clinical *** the growth location of this gingival tumor is in the upper anterior tooth area,it seriously affects the pregnant woman's speech and food,causing great pain to the *** use of Nd:YGA water mist laser to remove the gingival tumor resulted in minimal intraoperative bleeding,minimal adverse reactions,and good postoperative healing,which is worthy of clinical promotion and *** SUMMARY The patient,a pregnant woman,reported a large lump in her mouth on the first day of postpartum *** on medical history and clinical examination,the diagnosis was diagnosed as gestational gingival *** pathological biopsy also confirmed this *** use of Nd:YAG water mist laser to remove the tumor resulted in minimal intraoperative bleeding,clear surgical field of view,short surgical time,and good postoperative *** In comparison to traditional surgery,Nd:YAG water mist laser surgery is minimally invasive,minimizes cell damage,reduces bleeding,ensures a clear field of vision,and virtually eliminates postoperative edema,carbonization,and the risk of cross *** has unique advantages in oral soft tissue surgery for pregnant ***,the clinical application of Nd:YAG water mist laser for the treatment of gestational gingival tumors is an ideal choice.

关键词： Gestational gingival tumor Nd:YAG water mist laser Granulomatous gingival tumor Minimally invasive dentistry Pregnancy related diseases Oral soft tissue surgery Case report