1.Analysis and evaluation of platelet bank establishment strategy from the perspective of donor loss
Zheng LIU ; Yamin SUN ; Xin PENG ; Yiqing KANG ; Ziqing WANG ; Jintong ZHU ; Juan DU ; Jianbin LI
Chinese Journal of Blood Transfusion 2025;38(2):238-243
[Objective] To analyze the loss rate of platelet donors and evaluate the strategies for establishing a platelet donor bank. [Methods] A total of 1 443 donors who joined the HLA and HPA gene donor bank for platelets in Henan Province from 2018 to 2020 were included in this study. Data on the total number of apheresis platelet donations, annual donation frequency, age at enrollment, donation habits (including the number of platelets donated per session and whether they had previously donated whole blood), and enrollment location were collected from the platelet donor information management system. Donor loss was determined based on the date of their last donation. The loss rates of different groups under various conditions were compared to assess the enrollment strategies. [Results] By the time the platelet bank was officially operational in 2022, 421 donors had been lost, resulting in an loss rate of 29% (421/1 443). By the end of 2023, the overall cumulative loss rate reached 52% (746/1 443). The loss rate was lower than the overall level in groups meeting any of the following conditions: total apheresis platelet donations exceeding 50, annual donation frequency of 10 or more, age at enrollment of 40 years or older, donation of more than a single therapeutic dose per session, or a history of whole blood donation two or more times. Additionally, loss rates varied across different enrollment locations, with higher enrollment numbers generally associated with higher loss rates. [Conclusion] Through a comprehensive analysis of donor loss, our center has adjusted its strategies for establishing the donor pool. These findings also provide valuable insights for other blood collection and supply institutions in building platelet donor banks.
2.Design and application of an adjustable warm needling moxibustion device.
Ziqing YU ; Rui LIU ; Kexuan ZHU ; Cheng CHENG ; Jing ZHANG
Chinese Acupuncture & Moxibustion 2025;45(9):1360-1362
To address the common clinical problems associated with warm needling moxibustion, such as burns, bending of needle handles, and the inability to perform moxibustion during oblique needling, an adjustable warm needling moxibustion device is designed and has been granted a national patent. This device consists of five components: a moxa cylinder, an adjustable arm, a supporting tube, a temperature alarm, and a fixing strap. It allows infrared heat radiation from the moxa to pass through while blocking falling ash, thereby ensuring therapeutic efficacy and preventing burns. The device accommodates both perpendicular and oblique needling angles and adapts to various body positions, effectively avoiding deformation of the needle handle. It is easy to operate and offers high safety.
Moxibustion/methods*
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Humans
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Equipment Design
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Needles
3.Study on dental image segmentation and automatic root canal measurement based on multi-stage deep learning using cone beam computed tomography.
Ziqing CHEN ; Qi LIU ; Jialei WANG ; Nuo JI ; Yuhang GONG ; Bo GAO
Journal of Biomedical Engineering 2025;42(4):757-765
This study aims to develop a fully automated method for tooth segmentation and root canal measurement based on cone beam computed tomography (CBCT) images, providing objective, efficient, and accurate measurement results to guide and assist clinicians in root canal diagnosis grading, instrument selection, and preoperative planning. The method utilized Attention U-Net to recognize tooth descriptors, cropped regions of interest (ROIs) based on the center of mass of these descriptors, and applied an integrated deep learning method for segmentation. The segmentation results were mapped back to the original coordinates and position-corrected, followed by automatic measurement and visualization of root canal lengths and angles. The results indicated that the Dice coefficient for segmentation was 96.42%, the Jaccard coefficient was 93.11%, the Hausdorff Distance was 2.07 mm, and the average surface distance was 0.23 mm, all of which surpassed existing methods. The relative error of the root canal working length measurement was 3.15% (< 5%), the curvature angle error was 2.85 °, and the correct classification rate of the treatment difficulty coefficient was 90.48%. The proposed methods all achieved favorable results, which can provide an important reference for clinical application.
Cone-Beam Computed Tomography/methods*
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Deep Learning
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Humans
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Dental Pulp Cavity/diagnostic imaging*
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Image Processing, Computer-Assisted/methods*
4.Modified probiotics and the related combinatorial therapeutics.
Luo ZHAO ; Mengya NIU ; Zilin MA ; Fengyun HE ; Xinxin LIU ; Xunwei GONG ; Zhanfei CHAI ; Ziqing WANG ; Qianhua FENG ; Lei WANG
Acta Pharmaceutica Sinica B 2025;15(5):2431-2453
Probiotics have shown excellent application prospects in preventing and treating many diseases. However, their sensitivity to the harsh environment in vivo always leads to a massive loss of viability and insufficient therapeutic effect. Fortunately, modified probiotics have emerged and provide multiple possibilities for their use in various diseases. Modification not only endows probiotics with extra capacity to resist severe environments but also gives them exogenous characteristics, such as prolonged retention time and improved therapeutic effects. Modified probiotics could combine with other therapies, which has opened up new avenues to enhance the efficacy of probiotic-based therapy. In this review, we have summarized the current physicochemical and biological modification strategies of probiotics. In addition, the progress of research on probiotic-based combination therapy has also been extensively reviewed, which contributes to the enhanced delivery of probiotics or other active constituents and provides new ideas for disease treatment, bioimaging, and diagnosis.
5.Expression and prognostic value of prohibitin in gastrointestinal cancers based on bioinformatics
Xiaofeng LI ; Xixi LIU ; Ziqing SONG ; Mingzheng TANG ; Hui CAI ; Lingyun ZHANG
Journal of Army Medical University 2024;46(16):1838-1848
Objective To explore the expression of prohibitin(PHB)in tumor tissues and analyze its effect on the prognosis of patients with digestive system malignant tumor(DT)and its mechanism.Methods ①The Cancer Genome Atlas(TCGA)and Genotype-Tissue Expression(GTEx)database were used to compare the expression of PHB in tumor tissues and normal tissues.②Five pairs of gastric cancer and adjacent tissues and 5 pairs of colon cancer and adjacent tissues were collected,and RT-qPCR was used to verify the mRNA expression levels.③ RT-qPCR and Western blotting were used to verify the differential expression of PHB in normal gastric mucosa cells(GES-1),gastric cancer cells(AGS,MKN45 and HGC27),normal colon cells NCM-460 and human colon cancer cell line SW480.④R language was used to analyze the effect of PHB on the prognosis,tumor microenvironment,tumor mutation burden and microsatellite instability of DT patients.⑤CIBERSORT algorithm was used to study the correlation between PHB expression in tumor tissues and tumor immune cell infiltration.Gene Set Enrichment Analysis(GSEA)was used to explore the biological function of PHB.⑥R language was used to analyze the relationship between PHB and drug sensitivity.Results ①PHB was highly expressed in colon cancer,cholangiocarcinoma,esophageal cancer,liver cancer,rectal cancer and gastric cancer(P<0.01).②RT-qPCR and Western blotting showed that PHB was highly expressed in the tissues and cell lines of gastric cancer(P<0.01)and colon cancer(P<0.01).③The differential expression of PHB was associated with poor prognosis of hepatocellular carcinoma(P=0.002).In cholangiocarcinoma,gastric cancer,pancreatic cancer,liver cancer and esophageal cancer,PHB was positively correlated with tumor mutation burden and microsatellite instability(P<0.05).④PHB was positively correlated with M2 macrophages in colon cancer(P=0.03).In cholangiocarcinoma,it was positively correlated with activated CD4+memory T cells(P<0.05).In esophageal carcinoma,it was positively correlated with activated hypertrophy(P=0.03).It was positively correlated with M0 and M2 macrophages and monocytes in hepatocellular carcinoma(P<0.05).It was positively correlated with resting dendritic cells,eosinophils and activated CD4+memory T cells in rectal cancer(P<0.05).It was positively correlated with M0 macrophages,activated mast cells,neutrophils,resting natural killer cells,activated CD4+memory T cells and follicular helper T cells in gastric cancer(P<0.05).⑤PHB was mainly enriched in class I receptors,PPAR and calcium signaling pathways(P<0.05).⑥ The expression of PHB was positively correlated with the sensitivity of 13 drugs,including ammonafide,prasinolide and abiraterone(P<0.05).Conclusion The expression of PHB is significantly related to the infiltration of various immune cells in DT and poor prognosis in DT patients,which may become a new biomarker and potential immunomodulatory target of DT.
6.Prospect effect of music therapy on mental state and its application in manned spaceflight
Ziqing CAO ; Haibo QIN ; Yanlei WANG ; Feng LIU ; Xiang ZHANG ; Meiping GAO ; Bin WU
Space Medicine & Medical Engineering 2024;35(4):245-251
As China's manned space missions gradually develop towards long-term residence and deep space exploration,astronauts will face increasingly severe psychological challenges.As a psychological adjustment method involving multiple disciplines such as music,psychology,and medicine,music therapy has the advantages of being convenient to implement,cost-effective,and highly personalized.This paper integrates the concept of music therapy and explores the research progress of music therapy in regulating psychological states in aspects such as physiology,emotional regulation,cognitive ability,and interpersonal relationships.Combined with the mechanism of action of music therapy and the practical situation in the field of manned spaceflight,it aims at the future development trends and problems to be solved,to construct a music therapy system for astronauts during on-orbit flight and ground daily training.This will help astronauts achieve healthy physical and mental development and promote the completion of missions.
7.Echocardiography evaluation of myocardial strain and ventricular dyssynchrony after implantation of leadless pacemaker Micra AV
Zibire FULATI ; Ziqing YU ; Wen LIU ; Haiyan CHEN ; Xianhong SHU
Chinese Journal of Clinical Medicine 2024;31(5):705-711
Objective To explore the left and right ventricular myocardial strain and dyssynchrony in patients with Micra AV leadless pacing implantation,and to further analyze the impact of implantation site on myocardial strain and dyssynchrony.Methods A retrospective study was conducted on 43 patients with Micra AV implantation and 20 patients with high-degree atrioventricular block(Ⅱdegree typeⅡandⅢdegree atrioventricular block)at the Department of Cardiology,Zhongshan Hospital from April 2023 to December 2023.The demographic information and clinical characteristics of the patients were collected.Echocardiography and speckle tracking imaging techniques were used to obtain conventional echocardiographic parameters,myocardial strain,and dyssynchrony indices of patients in the two groups,including global longitudinal strain(GLS),free wall longitudinal strain(FWLS),peak strain dispersion(PSD)of 18 left ventricular segments,PSD of 6 right ventricular segments,and other indices.According to the implantation location of Micra AV,the patients were further divided into middle group(right ventricular septum),high group(right ventricular inflow tract),and low group(apical region),and the differences in myocardial strain and dyssynchrony indices among the three subgroups were compared.Results The left ventricular GLS(LVGLS),right ventricular GLS(RVGLS),and right ventricular FWLS(RVFWLS)of the Micra AV group were significantly lower than those of the conduction block group(P<0.001),and the right ventricular dyssynchrony of the Micra AV group was significantly higher than that of the conduction block group(P<0.05).Comparison of myocardial strain and dyssynchrony at different implantation sites showed that the LVGLS of the high implantation group was significantly higher than that of the middle and low implantation groups,and the left ventricular dyssynchrony index Yu was significantly lower than that of the middle group(P<0.05);the right ventricular ejection fraction(RVEF)of the low implantation group was significantly lower than that of the high group,and the right ventricular 6-segment PSD was significantly higher than that of the middle and high implantation groups(P<0.05).Conclusions Compared with patients with high-degree atrioventricular block,patients with Micra AV leadless pacing have reduced left and right ventricular strain,and the implantation of low position had greater effect.
8.Exploring the risk factors of blood transfusion in patients with isolated traumatic brain injury based on machine learning prediction models
Wei LIU ; Ziqing XIONG ; Chenggao WU ; Aiping LE
Chinese Journal of Blood Transfusion 2024;37(12):1358-1364
[Abstract] [Objective] To explore the risk factors of blood transfusion in patients with isolated traumatic brain injury (iTBI) based on multiple machine learning methods, so as to establish a predictive model to provide reasonable guidance for blood transfusion in patients with iTBI. [Methods] A total of 2 273 patients with iTBI from the First Affiliated Hospital of Nanchang University from January 1, 2015 to June 30, 2021 were included to compare and analyze the differences in variables such as vital signs, clinical indicators and laboratory testing indicators between transfusion and non transfusion patients. Furthermore, six machine learning models were established to compare the performance of different models through cross validation, accuracy, specificity, recall, f1 value and area under the ROC curve. The SHAP plot was used to explain the influencing factors of blood transfusion in iTBI patients. [Results] This study included 2 273 iTBI patients, with a total of 301 patients receiving blood transfusions. There were significant differences (P<0.05) in gender, age, HR, clinical diagnosis, skull fracture, treatment methods, hemorrhagic shock, GCS, K, Ca, PT, APTT, INR, RBC, Hct, Hb and Plt between transfusion and non transfusion patients; Moreover, the LOS, incidence of complications, mechanical ventilation rate, ICU admission rate, readmission rate within 90 days and in-hospital mortality rate of transfusion patients were all higher than those of the non transfusion group (P<0.05). Six machine learning algorithms were used for model construction, and the validation results on the test set showed that the CatBoost model performed the best with an AUC of 0.911. Furthermore, the SHAP framework was used to explain and visualize the optimal model CatBoost, showing that surgical treatment, lower GCS, higher INR, lower Hct, lower K, lower Ca, age ≥60 years, skull fractures and hemorrhagic shock increase the risk of blood transfusion in patients. [Conclusion] This study established a machine learning model for predicting blood transfusion in iTBI patients, and the CatBoost model performed the best. This model may be useful and beneficial for identifying transfusion risks in this population, making clinical transfusion decisions and monitoring progress.
9.Preliminary study on the efficacy of subretinal injection of Aflibercept in the treatment of refractory polypoidal choroidal vasculopathy
Xiao YU ; Teng LIU ; Yuling ZOU ; Ziqing MAO ; Huimin FAN ; Zhiping CHEN ; Zhipeng YOU
Chinese Journal of Ocular Fundus Diseases 2024;40(2):122-128
Objective:To observe the efficacy and safety of subretinal injection of Aflibercept for the treatment of refractory or recurrent polypoidal choroidal vasculopathy (PCV).Methods:A prospective clinical research. From January to June 2022, 18 patients of 18 eyes with PCV diagnosed in The Affiliated Eye Hospital of Nanchang University were included in the study. All patients underwent best corrected visual acuity (BCVA), indocyanine green angiography and optical coherence tomography (OCT). The BCVA examination was performed using the international standard visual acuity chart, which was converted to logarithm of the minimum angle of resolution (logMAR) visual acuity during statistics. The large choroidal vessel thickness (LVCT), central retinal thickness (CRT), sub-foveal choroidal thickness (SFCT) and retinal pigment epithelium detachment (PED) height were measured by enhanced depth imaging technique of OCT. The choroidal vascular index (CVI) was calculated. There were 18 patients of 18 eyes, 11 males of 11 eyes and 7 females of 7 eyes. The age was (64.22±3.86) years old. The disease duration was (5.22±1.80) years. The patient had received intravitreal injection of anti-vascular endothelial growth factor (VEGF) drugs for (7.72±1.36) times. The logMAR BCVA of the affected eyes was 1.28±0.25. The SFCT, CRT, LVCT, PED height were (436.56±9.80), (432.44±44.29), (283.78±27.10), (342.44±50.18) μm, respectively, and CVI was 0.65±0.01. All eyes were treated with a single subretinal injection of 40 mg/ml Aflibercept 0.05 ml (including Aflibercept 2.0 mg). According to the results of OCT and BCVA after treatment, the lesions were divided into active type and static type. The active lesions were treated with intravitreal injection of Aflibercept at the same dose as before. Quiescent lesions were followed up. Examinations were performed 1-3, 6, 9 and 12 months after treatment using the same equipment and methods before treatment. The BCVA, LVCT, CRT, SFCT, PED height, CVI, interretinal or subretinal fluid, lesion regression rate, injection times, and complications during and after treatment were observed. The BCVA, SFCT, CRT, LVCT, PED height and CVI before and after treatment were compared by repeated measures analysis of variance.Results:Eighteen eyes received subretinal and/or intravitreal injection of Aflibercept (1.61±0.85) times (1-4 times). At the last follow-up, the polypoid lesions regressed in 4 eyes and PED disappeared in 1 eye. Compared with before treatment, BCVA ( F=50.298) gradually increased, CRT ( F=25.220), PED height ( F=144.16), SFCT ( F=69.77), LVCT ( F=136.69), CVI ( F=72.70) gradually decreased after treatment. The differences were statistically significant ( P<0.001). Macular hole occurred in 1 eye after treatment, and the hole closed spontaneously 3 months after treatment. No serious complications such as retinal tear, retinal detachment, endophthalmitis and vitreous hemorrhage occurred during and after treatment. Conclusion:Subretinal injection of Aflibercept is safe and effective in the treatment of refractory PCV.
10.Construction of competitive endogenous RNA network mediated by lung ischemia-reperfusion core genes
Xiaofeng LI ; Mingzheng TANG ; Xixi LIU ; Ziqing SONG ; Guoxin ZHANG ; Kaiyin YANG ; Lingyun ZHANG
Organ Transplantation 2024;15(1):70-81
Objective To analyze the core genes of lung ischemia-reperfusion injury and construct a competitive endogenous RNA (ceRNA) network. Methods Original data of GSE145989 were downloaded from the Gene Expression Omnibus (GEO) database as the training set, and the GSE172222 and GSE9634 datasets were used as the validation sets, and the differentially-expressed genes (DEG) were identified. Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis were performed. Protein-protein interaction (PPI) network was constructed, and the core genes were screened, and the diagnostic values of these core genes and the immune infiltration levels of immune cells were evaluated. The ceRNA network was constructed and validated. The targeted drugs based on ceRNA network were assessed. Results A total of 179 DEG were identified, including 61 down-regulated and 118 up-regulated genes. GO analysis showed that DEGs were associated with multiple biological processes, such as cell migration, differentiation and regulation, etc. They were correlated with cell components, such as vesicle membrane, serosa and membrane raft, etc. They were also associated with multiple molecular functions, such as chemokine receptor, G protein-coupled receptor, immune receptor activity and antigen binding, etc. KEGG pathway enrichment analysis revealed that DEG were involved in tumor necrosis factor (TNF), Wnt, interleukin (IL)-17 and nuclear factor (NF)-κB signaling pathways, etc. PPI network suggested that CD8A, IL2RG, STAT1, CD3G and SYK were the core genes of lung ischemia-reperfusion injury. The ceRNA network prompted that miR-146a-3p, miR-28-5p and miR-593-3p were related to the expression level of CD3G. The miR-149-3p, miR-342-5p, miR-873-5p and miR-491-5p were correlated with the expression level of IL-2RG. The miR-194-3p, miR-512-3p, miR-377-3p and miR-590-3p were associated with the expression level of SYK. The miR-590-3p and miR-875-3p were related to the expression level of CD8A. The miR-143-5p, miR-1231, miR-590-3p and miR-875-3p were associated with the expression level of STAT1. There were 13 targeted drugs for CD3G, 4 targeted drugs for IL-2RG, 28 targeted drugs for SYK and 3 targeted drugs for lncRNA MUC2. No targeted drugs were identified for CD8A, STAT1 and other ceRNA network genes. Conclusions CD8A, IL2RG, STAT1, CD3G and SYK are the core genes of lung ischemia-reperfusion injury. The research and analysis of these core genes probably contribute to the diagnosis of lung ischemia-reperfusion injury and providing novel research ideas and therapeutic targets.

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