1.Seeing the macro in the micro: a diffusion model-based approach for style transfer in cellular images.
Jiayi CAI ; Yong HE ; Feng LIU ; Byung-Ho KANG ; Xuping FENG
Journal of Zhejiang University. Science. B 2025;26(6):609-612
The internal structures of cells as the basic units of life are a major wonder of the microscopic world. Cellular images provide an intriguing window to help explore and understand the composition and function of these structures. Scientific imagery combined with artistic expression can further expand the potential of imaging in educational dissemination and interdisciplinary applications. This study presents an innovative diffusion model-based approach for style transfer in cellular images, combining scientific rigor with artistic expression. By leveraging training-free large-scale pre-trained diffusion models, the proposed method integrates the intricate morphological and textural features of cellular images with diverse artistic styles. Key techniques such as the inversion of denoising diffusion implicit models (DDIMs), adaptive instance normalization (AdaIN), self-attention style injection, and attention temperature scaling ensure the preservation of cellular structures while enhancing visual expressiveness. The results showcase the potential of this strategy for interdisciplinary applications, enriching both the visualization and educational dissemination of cellular imagery through compelling storytelling and aesthetic appeal.
Humans
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Image Processing, Computer-Assisted/methods*
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Cells
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Diffusion
2.Comparative Analysis of Histological Tools for Myelin.
Zihui AN ; Shuo YAN ; Jiayi WANG ; Hanqing QIU ; Binghua XIE ; Shumei FENG ; Mengsheng QIU ; Zhou TAN
Neuroscience Bulletin 2025;41(9):1656-1668
Myelin is an essential structure that facilitates rapid saltatory conduction in the nervous system. Discrepancies in myelin microstructure are a hallmark of numerous neurological disorders, rendering the assessment of myelin integrity and content an indispensable tool in clinical diagnostics and neuroscience research. Extensive research has been dedicated to scrutinizing its biochemical makeup and morphology under normal, pathological, and experimental conditions over the years. In this review, we present an updated summary of the myelin sheath's structure, composition, and developmental trajectory. We systematically enumerate and contrast eight prevalent myelin staining techniques across dimensions of sensitivity, specificity, and resolution, delving into their underlying staining principles. With an initial application of myelin histology on the mouse demyelination model, our review accentuates the accurate delineation of myelination and the microstructural analysis of the myelin sheath. Such insights are anticipated to significantly contribute to the evaluation and understanding of white matter pathologies.
Myelin Sheath/metabolism*
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Animals
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Humans
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Demyelinating Diseases/pathology*
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Staining and Labeling/methods*
3.Progress on the functions and mechanisms of natural products in anti-glioma therapy.
Yanting LI ; Shuhui QU ; Jiayi ZUO ; Haoping LONG ; Feng CAO ; Feng JIANG
Chinese Journal of Natural Medicines (English Ed.) 2025;23(5):541-559
Glioma, the most prevalent primary tumor of the central nervous system (CNS), is also the most lethal primary malignant tumor. Currently, there are limited chemotherapeutics available for glioma treatment, necessitating further research to identify and develop new chemotherapeutic agents. A significant approach to discovering anti-glioma drugs involves isolating antitumor active ingredients from natural products (NPs) and optimizing their structures. Additionally, targeted drug delivery systems (TDDSs) are employed to enhance drug solubility and stability and overcome the blood-brain barrier (BBB). TDDSs can penetrate deep into the brain, increase drug concentration and retention time in the CNS, and improve the targeting efficiency of NPs, thereby reducing adverse effects and enhancing anti-glioma efficacy. This paper reviews the research progress of anti-glioma activities of NPs, including alkaloids, polyphenols, flavonoids, terpenoids, saponins, quinones, and their synthetic derivatives over the past decade. The review also summarizes anti-glioma mechanisms, such as suppression of related protein expression, regulation of reactive oxygen species (ROS) levels, control of apoptosis signaling pathways, reduction of matrix metalloproteinases (MMPs) expression, blocking of vascular endothelial growth factor (VEGF), and reversal of immunosuppression. Furthermore, the functions and advantages of NP-based TDDSs in anti-glioma therapy are examined. The key information presented in this review will be valuable for the research and development of NP-based anti-glioma drugs and related TDDSs.
Humans
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Glioma/metabolism*
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Biological Products/therapeutic use*
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Animals
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Brain Neoplasms/genetics*
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Drug Delivery Systems
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Antineoplastic Agents/therapeutic use*
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Blood-Brain Barrier/metabolism*
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Apoptosis/drug effects*
4.(+)-Strebloside induces Non-Hodgkin lymphoma cell death through the STEAP3-Mediated Ferroptosis and MAPK pathway.
Yu ZHAO ; Jing CAI ; Ying YANG ; Dongmei ZHANG ; Jiayi REN ; Shuyun XIAO ; Jian XU ; Feng FENG ; Rong WU ; Jie ZHANG
Chinese Journal of Natural Medicines (English Ed.) 2025;23(10):1221-1231
(+)-Strebloside, a significant bioactive compound isolated from the roots of Streblus asper Lour., demonstrates inhibitory effects against multiple malignancies. However, its specific function and underlying mechanistic pathways in Non-Hodgkin lymphoma (NHL) remain unexplored. This investigation sought to elucidate the role and potential mechanisms of (+)-strebloside-induced NHL cell death. The results demonstrated that (+)-strebloside significantly induced apoptosis and ferroptosis in NHL cells, including those from Raji cell-derived xenograft models. Mechanistic analyses revealed that (+)-strebloside enhanced six-transmembrane epithelial antigen of prostate 3 (STEAP3)-induced ferroptosis in NHL, and STEAP3 inhibition reduced the proliferation-inhibitory effects of (+)-strebloside. Furthermore, (+)-strebloside suppressed NHL proliferation through the mitogen-activated protein kinase (MAPK) pathway, and extracellular signal-regulated kinase (ERK) inhibition diminished the proliferation-inhibitory activity induced by (+)-strebloside. These findings indicate that (+)-strebloside presents promising therapeutic potential for NHL treatment.
Humans
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Ferroptosis/drug effects*
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Lymphoma, Non-Hodgkin/physiopathology*
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Cell Line, Tumor
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MAP Kinase Signaling System/drug effects*
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Animals
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Cell Proliferation/drug effects*
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Mice
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Apoptosis/drug effects*
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Membrane Proteins/genetics*
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Xenograft Model Antitumor Assays
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Male
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Mice, Nude
5.Risk factors of postoperative complications in patients with spinal tuberculosis and the predictive value of prognostic nutritional index
Xiaotong LIU ; Xianhua SU ; Zhijun XIN ; Fengqiong GAO ; Jiayi FENG ; Tongxia XIA
The Journal of Practical Medicine 2024;40(7):972-978
Objective To investigate the risk factors of postoperative complications in patients with spinal tuberculosis and analyze the value of prognostic nutritional index(PNI)in predicting these complications.Methods The clinical data of 156 patients with spinal tuberculosis who underwent surgery in the Affiliated Hospital of Zunyi Medical University from January 2018 to July 2022 were retrospectively analyzed.The patients were divided into a complication group and a non-complication group based on the presence or absence of postoperative complications.Baseline data,laboratory indicators,and surgery-related indicators were compared between the two groups.The risk factors for postoperative complications in spinal tuberculosis were analyzed,and receiver operating characteristic(ROC)curves were plotted to evaluate the predictive value of PNI for postoperative complications in the patients.Results Among all of 156 patients,68 contracted a total of 82 instances of postoperative complications,with an incidence of 43.59%.Coinfection with pulmonary tuberculosis,preoperative anti-tuberculosis treatment duration more than 4 weeks,surgical operation duration,and drainage days were identified as independent risk factors for postoperative complications in spinal tuberculosis(P<0.05).On the other hand,a higher PNI was found to be a protective factor against postoperative complications of the spinal tuberculosis(P<0.05).The area under the ROC curve for PNI predicting postoperative complications ofthe spinal tuberculosis was 0.805.Conclusion The risk of postoperative complications in patients with spinal tuberculosis is subject to such factors ascoexistence of pulmo-nary tuberculosis,preoperative anti-tuberculosis treatment duration,surgery duration,drainage duration,and preoperative PNI.Preoperative PNI has a certain value for predicting the postoperative complications in the patients.
6.Enlightenment of the adjustment methods of medical insurance payment standards in Japan and South Korea on the simple renewal mechanism for negotiated drugs in China
Zhangchun TANG ; Yuqiong LU ; Zhanjing DAI ; Jiayi XU ; Jie YU ; Yun LU ; Feng CHANG
China Pharmacy 2024;35(13):1552-1557
OBJECTIVE To learn the practical experience of medical insurance payment standards adjustment in Japan and South Korea, which will serve as a reference for the improvement of simple renewal mechanism in China. METHODS Retrieving relevant literature from CNKI and related policy documents from official websites of Japan and South Korea, the medical insurance payment standards adjustment practice in Japan and South Korea would be elucidated from 2 perspectives of adjustment criteria and formulas, and then were compared with the current simple renewal mechanism in China to clarify the areas where simple renewal mechanism in China can be optimized and propose several suggestions. RESULTS & CONCLUSIONS In terms of adjustment methods, Japan and South Korea were similar to China. For excessive drugs, the reduction rate of drugs was calculated based on the situation of excess and adjustments were implemented; however, there were differences in the specific adjustment criteria and formulas. Japan and South Korea adopted a linear price reduction approach for drugs with significant oversupply, while China adopted a gradient price reduction approach for drugs with both current and expected oversupply. The results of the comparative analysis show that China has initially established simple renewal mechanisms that are in line with the national conditions and the actual medical insurance situation, and has taken some innovative measures, including considering the current and expected oversupply of drugs and introducing a halving mechanism in the adjustment formula. However, there are also certain shortcomings, such as a relatively single set of indicators for adjusting conditions and a too broad range of gradient price reduction in adjustment formulas, which fail to fully reflect the market-oriented mechanism of “volume for price”. It is recommended that China’s medical insurance department increase consideration of drug fund expenditures, refine the gradient price reduction range of adjustment formulas, increase policy preferences for special category drugs when adding new indications, and further improve the mechanism for simple renewal.
7.Isolation of Enterobacteriaceae strains carrying mcr-1 resistance gene from Shanghai wastewater treatment plants and quantification of their copy number
Jun FENG ; Mingxiang LIU ; Yuan ZHUANG ; Miao PAN ; Qian LIU ; Yong CHEN ; Jiayuan LUO ; Jiayi FEI ; Yitong WU ; Yanqi ZHU ; Jing ZHANG ; Min CHEN
Shanghai Journal of Preventive Medicine 2024;36(3):217-223
ObjectiveTo provide technical support for the molecular surveillance of pathogenic bacteria strains carrying mobile colistin resistance-1 (mcr⁃1) gene isolate from inlet of wastewater treatment plants (WWTP). MethodsThe Enterobacteriaceae strains carrying mcr⁃1 resistance gene isolate from inlet of WWTP during April 1 to June 30, 2023 in Shanghai were cultured on blood-rich and SS culture medium and were identified using a mass spectrometry analyzer. The mcr⁃1 gene and copy number were detected by real-time fluorescence quantitative PCR. Drug susceptibility test was performed by microbroth dilution method. The copy numbers of Escherichia coli carrying mcr⁃1 gene isolated from wastewater and human fecel were statistically analyzed by SPSS 25.0. ResultsA total of 14 strains carrying the mcr⁃1 gene were isolated from 49 WWTP samples, and the positive isolation rate was 28.6%, including 12 non-diarrheal E. coli strains and 2 Klebsiella pneumoniae strains. The drug susceptibility results showed that all 14 strains were multi-drug resistant bacteria. They were all sensitive to imipenem and tigecycline, but were ampicillin- and cefazolin-resistant. There was no significant difference in the copy number between human-sourced diarrheal E. coli and wastewater-sourced non-diarrheal E. coli (t=0.647, P>0.05). ConclusionThe isolation and identification of strains carrying the mcr⁃1 gene from inlet of WWTP samples were firstly established in Shanghai. The multi-drug resistance among the isolated strains is severe. To effectively prevent and control the spread of colistin-resistant bacteria, more attention should be paid to the surveillance of mcr⁃1 gene.
8.Research progress on hidden absenteeism of nurses in China
Jiayi LIU ; Mingguang ZHANG ; Rui WANG ; Hongfei REN ; Xianqiong FENG
Chongqing Medicine 2024;53(2):302-305,320
Hidden absenteeism refers to the behavior of employees who insist on going to work even when they are in poor health,but its work efficiency is low and affects the productivity.This paper reviews and sorts out the related researches on hidden absenteeism of nurses in China,expounds the definition of the con-cept of hidden absenteeism,evaluation tools,current situation and influencing factors of hidden absenteeism of nurses in China,and puts forward the suggestions on the countermeasures of hidden absenteeism,in order to provide reference for nursing managers in China on the management of hidden absenteeism.
9.Correlation analysis of inflammation,nutrition indexes and hypoproteinemia in patients with AECOPD
Feng LI ; Haiyue LIU ; Yihua LIN ; Jiayi WANG ; Wanzhen YANG ; Yixuan ZHENG ; Zhonglin GAN
Chongqing Medicine 2024;53(4):517-521
Objective To analyze the correlation between inflammation,nutritional indicators and hy-poproteinemia in patients with acute exacerbation of chronic obstructive pulmonary disease(AECOPD).Meth-ods The clinical data of patients with AECOPD admitted to the Department of Respiratory and Critical Care Medicine of the First Affiliated Hospital of Xiamen University from January 2020 to September 2022 were ret-rospectively analyzed,and the patients were divided into the hypoproteinemia group(n=73)and the non-hy-poproteinemia group(n=141)according to whether the serum albumin(ALB)was lower than 35 g/L.The clinical data,inflammatory indicators and nutritional indicators of the two groups were compared,Spearman correlation analysis was performed,and binary logistic regression analysis was performed to analyze the influ-encing factors of patients with AECOPD complicated with hypoproteinemia.Results There were statistically significant differences in age,length of hospital stay,and body weight between the two groups(P<0.05).There were no significant differences in gender,number of hospitalizations in the past 1 year,height,diabetes,hypertension and proportion of coronary heart disease(P>0.05).Compared with the non-hypoproteinemia group,the hypoproteinemia group had longer hospital stays and higher levels of C-reactive protein,neutrophil/albumin ratio(NAR),neutrophil to lymphocyte ratio(NLR),platelet-lymphocyte ratio(PLR),and systemic immunoinflammatory index(SII).The prognostic nutritional index(PNI),body mass index(BMI),hemoglo-bin and total protein levels were lower,and the difference was statistically significant(P<0.05).Body weight,BMI,hemoglobin,total protein,PNI and AECOPD patients with hypoproteinemia were negatively cor-related(P<0.05),while age,length of hospital stay,C-reactive protein,NAR,NLR,PLR,SII and AECOPD patients with hypoproteinemia were positively correlated(P<0.05).Binary logistic regression analysis showed that PNI,SII and NLR were the influencing factors of hypoproteinemia in AECOPD patients.Conclusion In clinical practice,attention should be paid to and timely correction of hypoproteinemia in pa-tients with AECOPD,improvement of inflammatory indicators and nutritional status of patients,and preven-tion of acute exacerbation.
10.Current Situation of Health Service Needs and Utilization among Six Zhiguo Ethnic Minority Groups in Yunnan Province
Jie CHEN ; Xinping WANG ; Jiayi XIONG ; Chunming MA ; Yuan HUANG ; Rui DENG ; Feng JIAO
Journal of Kunming Medical University 2024;45(2):85-93
Objective To investigate the need for and utilization of health services among six Zhiguo ethnic minority groups in Yunnan Province,aiming to provide further evidence for the improvement of healthcare.Methods Using stratified random sampling,1921 individuals from six Zhiguo ethnic minority groups,aged 15 and above,were investigated with a structured questionnaire between August and December 2022.A structured questionnaire was used to collect participants'information on health service needs and utilization.Results Am-ong the surveyed participants,the two-week prevalence rate was found to be 22.54%,while the prevalence rate of chronic diseases was 38.52%.Among the residents,the risk of two-week prevalence was higher for females(OR=1.564),individuals aged≥60 years(OR=1.727),and those who reported poorer health utility value(OR=5.277),while it was lower for residents of Keno(OR=0.470)and Lahu(OR=0.659)ethnicity,as well as those who reported higher EQ-VAS scores(OR=0.446/0.174).Meanwhile,residents aged≥45 years(OR=3.392/7.072)were at higher risk for chronic disease prevalence,while it was lower for Keno ethnicity(OR=0.409),unmarried individuals(OR=0.479),and those with higher education levels(OR=0.629/0.603),higher EQ-VAS scores(OR=0.208)P<0.05.Additionally,among the participants,the treat-ment rate for two-week illness was 14.32%,while the non-treatment rate stood at 36.49%.Furthermore,the one-year hospitalization rate was reported as 19.89%,with a corresponding rate of individuals who needed hospitalization but did not receive it being recorded at 15.86%.Among the residents,the likelihood of treatment for two-week illness was higher for females(OR=1.461)and residents aged≥45 years(OR=1.510/1.560),whereas it was lower for individuals with higher EQ-VAS scores(OR=0.445).The likelihood of hospitalization within one year was also higher for residents aged≥60 years(OR=2.029)and individuals of Nu(OR=1.599),Lisu(OR=1.688),and Keno(OR=1.968)ethnicity,whereas those with high EQ-VAS scores(OR=0.325)had a lower risk(P<0.05).Conclusion In Yunnan Province,the need for healthcare services among six Zhiguo ethnic minority groups in this study is relatively low;however,the high prevalence of chronic diseases raises concerns.The utilization of healthcare services appears to be relatively sufficient,but the utilization of outpatient services still needs to be improved.

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