1.A retrospective cohort analysis on the association between blood donation intervals and adverse reactions to blood donation in Shenzhen, China
Li NING ; Yanyan ZHANG ; Jinfeng ZENG ; Jingya HUANG ; Liqin HUANG ; Xuqun WU ; Litao WU
Chinese Journal of Blood Transfusion 2026;39(3):346-352
Objective: To statistically analyze the association between blood donation intervals and the incidence of adverse reactions to blood donation based on blood donor data from Shenzhen. Methods: Basic data and records of adverse reactions to blood donation among voluntary whole blood donors in Shenzhen from January 2017 to June 2025 were extracted. A total of 795 404 whole blood donations were recorded, including 502 743 from males and 292 661 from females, with 1 088 and 751 cases of adverse reactions, respectively. Analyses were performed using R software, including restricted cubic spline (RCS), binary logistic regression, and generalized estimating equations (GEE) to evaluate the correlation between donation intervals and adverse reactions. Results: A total of 1 839 cases of adverse reactions were recorded, accounting for 0.23% of the total donations. Both binary logistic regression analysis and the generalized estimating equations (GEE) model showed that there was no significant difference in the incidence of adverse reactions between male and female donors with an interval of ≥6 months compared to those with an interval of ≥3 months but<6 months. Furthermore, using the 3-5 month interval group as the reference, the analysis indicated that the incidence of adverse reactions significantly increased in males with a 9-12 month interval, while no statistically significant differences were observed across any of the female subgroups. Conclusion: There was no significant correlation between adverse reactions to blood donation and the donation interval. Compared with a donation interval of ≥6 months, an interval of<6 months does not lead to an increase in the incidence of adverse reactions among male or female donors. The findings of this study may help enhance the willingness of blood donors to participate.
2.A retrospective cohort analysis on the association between blood donor age and adverse reactions to blood donation in Shenzhen
Litao WU ; Yanyan ZHANG ; Jinfeng ZENG ; Jingya HUANG ; Liqin HUANG ; Xuqun WU ; Li NING
Chinese Journal of Blood Transfusion 2026;39(3):353-359
Objective: To statistically analyze the association between blood donor age and the incidence of adverse reactions based on whole blood donor data from Shenzhen. Methods: Data on basic characteristics and records of adverse donation reactions among voluntary whole blood donors in Shenzhen from January 2017 to June 2025 were extracted. A total of 795 404 whole blood donations were recorded, including 502 743 from males and 292 661 from females, with 1 088 and 751 cases of adverse reactions, respectively. Analyses were performed using R software, including restricted cubic spline (RCS) analysis, binary logistic regression, and generalized estimating equations (GEE) to evaluate the correlation between donor age and adverse reactions. Results: A total of 1 839 cases of adverse reactions were recorded, accounting for 0.23% of the total donations. Both binary logistic regression and GEE model revealed that, compared with the≤55 years age group, the incidence of adverse reactions was reduced in both male and female donors in the >55 years age group, with the difference being statistically significant in males. Using the <23 years age group as a reference, the incidence of adverse reactions significantly decreased in both male and female donors across the 23-30, 31-40, 41-50, and 51-60 age groups, with the differences being statistically significant. Conclusion: There is a negative correlation between the rate of adverse donation reactions and age, with the incidence of such reactions among whole blood donors over 55 years old being no higher than that among donors aged 55 years or younger. These findings carry positive significance for safeguarding the donation rights of older donors and meeting clinical blood demand.
3.Prediction model of tacrolimus blood concentration based on population pharmacokinetics information and machine learning
Zhaolin CHEN ; Pengli ZHU ; Weijian NI ; Lei ZHANG ; Liqin TANG
China Pharmacy 2026;37(14):1898-1904
OBJECTIVE To construct a prediction model for tacrolimus trough concentration based on population pharmacokinetics (PPK) information and machine learning, evaluate its predictive performance in clinical therapeutic drug monitoring (TDM) data, and provide evidence-based support for individualized dose adjustment of tacrolimus after renal transplantation. METHODS A retrospective cohort study design was adopted, and consecutive TDM records of kidney transplant recipients treated in the First Affiliated Hospital of University of Science and Technology of China (Anhui Provincial Hospital) from January to June 2025 were included to construct the final analysis set. Based on 29 input variables including previous TDM concentration, previous concentration/dose ( C / D ) ratio, and individual predicted exposure (IPRE), 13 commonly used regression algorithm models and 1 weighted ensemble model were systematically compared. The dataset was split into training set and test set in an 80∶20 ratio by patient. Five-fold cross-validation based on patient grouping was performed on the training set, and the model performance was evaluated on the obtained evaluation points using the coefficient of determination ( R 2 ), mean absolute error (MAE), root mean square error (RMSE), Pearson correlation coefficient (Corr) and ±20%/±30% accuracy. The SHapley Additive exPlanations (SHAP) method was used for model interpretability analysis to identify core predictive features. RESULTS A total of 809 consecutive TDM records from 83 kidney transplant recipients were included, with 66 cases in the training set and 17 cases in the test set. The SVR model showed the best performance, with R 2 of 0.649 8, MAE of 1.126 0 ng/mL, RMSE of 1.478 6 ng/mL, Corr of 0.819 1, ±20% accuracy of 59.68%, and ±30% accuracy of 79.03%. The Weighted Ensemble model and Extra Trees model ranked second and third, respectively. SHAP interpretability analysis showed that the top 6 features contributing to the prediction were IPRE, previous TDM concentration, previous C/D ratio, dose-normalized concentration, hematocrit (HCT), and concentration-dose coefficient ( θ cd ), among which IPRE was the core predictive feature (SHAP mean value 0.915 4). CONCLUSIONS The machine learning model incorporating PPK information demonstrates good predictive ability for tacrolimus concentration in the current TDM cohort. SVR is the optimal model, IPRE is the core predictive feature of the model, and a few core PK-derived features (IPRE, dose-normalized concentration, θ cd ) together with clinical features (previous TDM concentration, HCT, etc.) constitute the main information sources for model prediction.
4.Increasing trends of hyperglycemia and diabetes in treatment-naive people living with HIV in Shenzhen from 2013 to 2019: An emerging health concern.
Liqin SUN ; Haipeng ZHU ; Man RAO ; Fang ZHAO ; Yang ZHOU ; Lukun ZHANG ; Xia SHI ; Jianwei WU ; Yun HE ; Hongzhou LU ; Jiaye LIU
Chinese Medical Journal 2025;138(16):2043-2045
5.Functional aptamer evolution-enabled elucidation of a melanoma migration-related bioactive epitope.
Hong XUAN ; Siqi BIAN ; Qinguo LIU ; Jun LI ; Shaojin LI ; Sharpkate SHAKER ; Haiyan CAO ; Tongxuan WEI ; Panzhu YAO ; Yifan CHEN ; Xiyang LIU ; Ruidong XUE ; Youbo ZHANG ; Liqin ZHANG
Acta Pharmaceutica Sinica B 2025;15(6):3196-3209
Metastasis is the leading cause of death from cutaneous melanoma. Identifying metastasis-related targets and developing corresponding therapeutic strategies are major areas of focus. While functional genomics strategies provide powerful tools for target discovery, investigations at the protein level can directly decode the bioactive epitopes on functional proteins. Aptamers present a promising avenue as they can explore membrane proteomes and have the potential to interfere with cell function. Herein, we developed a target and epitope discovery platform, termed functional aptamer evolution-enabled target identification (FAETI), by integrating affinity aptamer acquisition with phenotype screening and target protein identification. Utilizing the aptamer XH3C, which was screened for its migration-inhibitory function, we identified the Chondroitin Sulfate Proteoglycan 4 (CSPG4), as a potential target involved in melanoma migration. Further evidence demonstrated that XH3C induces cytoskeletal rearrangement by blocking the interaction between the bioactive epitope of CSPG4 and integrin α4. Taken together, our study demonstrates the robustness of aptamer-based molecular tools for target and epitope discovery. Additionally, XH3C is an affinity and functional molecule that selectively binds to a unique epitope on CSPG4, enabling the development of innovative therapeutic strategies.
6.Fibrinogen-tau Aggregates Exacerbate Tau Pathology and Memory Deficits in Alzheimer's Disease Model Mice.
Tingting WEN ; Lanxia MENG ; Han LIU ; Qian ZHANG ; Lijun DAI ; Liqin HUANG ; Liang DAN ; Kedong ZHU ; Jiaying LUO ; Zhaohui ZHANG
Neuroscience Bulletin 2025;41(7):1246-1260
Vascular damage plays a significant role in the onset and progression of Alzheimer's disease (AD). However, the precise molecular mechanisms underlying the induction of neuronal injury by vascular damage remain unclear. The present study aimed to examine the impact of fibrinogen (Fg) on tau pathology. The results showed that Fg deposits in the brains of tau P301S transgenic mice interact with tau, enhancing the cytotoxicity of pathological tau aggregates and promoting tau phosphorylation and aggregation. Notably, Fg-modified tau fibrils caused enhanced neuronal apoptosis and synaptic damage compared to unmodified fibrils. Furthermore, intrahippocampal injection of Fg-modified tau fibrils worsened the tau pathology, neuroinflammation, synaptic damage, neuronal apoptosis, and cognitive dysfunction in tau P301S mice compared to controls. The present study provides compelling evidence linking Fg and tau, thereby connecting cerebrovascular damage to tau pathology in AD. Consequently, inhibiting Fg-mediated tau pathology could potentially impede the progression of AD.
Animals
;
tau Proteins/metabolism*
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Alzheimer Disease/metabolism*
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Fibrinogen/metabolism*
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Mice, Transgenic
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Mice
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Disease Models, Animal
;
Memory Disorders/metabolism*
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Male
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Mice, Inbred C57BL
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Brain/metabolism*
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Hippocampus/metabolism*
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Protein Aggregation, Pathological/metabolism*
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Apoptosis
;
Phosphorylation
7.In Vitro and Animal Studies of Human Natural Killer Cell-Derived Exosomes for the Treatment of Otitis Media.
Zirui ZHAO ; Liqin WANG ; Zhen GUO ; Kanglun JIANG ; Jianghong XU ; Yilai SHU ; Christina Y XU ; Jianning ZHANG ; Yunfeng WANG ; Geng-Lin LI
Neuroscience Bulletin 2025;41(10):1792-1804
Otitis media is an infection of the middle ear mainly caused by bacteria, and current treatments rely heavily on antibiotics. However, the emergence of antibiotic-resistant bacterial strains seriously affects their efficacy. In our study, we found that extracellular vesicles (EVs) derived from human natural killer cells (NKs) inhibit the proliferation of both standard and levofloxacin (LVX)-resistant strains of Staphylococcus aureus in a dose-dependent manner. Moreover, compared to LVX, EVs were more effective at reducing effusion and rescuing hearing thresholds in animal models. For LVX-sensitive strains, EVs were significantly more effective in terms of curative time but not curative rate. For LVX-resistant strains, EVs were significantly more effective in terms of both curative rate and curative time when applied alone or applied jointly with LVX. In summary, we found that NK EVs are highly effective in treating otitis media, providing an alternative approach for treating this common disease.
Killer Cells, Natural/metabolism*
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Exosomes/metabolism*
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Animals
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Humans
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Otitis Media/therapy*
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Staphylococcus aureus/drug effects*
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Disease Models, Animal
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Anti-Bacterial Agents/pharmacology*
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Levofloxacin/pharmacology*
8.Simultaneous determination of ephedrine and pseudoephedrine in human urine using gas chromatography-tandem mass spectrometry
Yuxuan CHEN ; Huimin ZHANG ; Xiaolong ZHANG ; Mengchao WANG ; Kundi ZHAO ; Yinyin DAI ; Jie GU ; Wurita AMIN ; Liqin CHEN
Chinese Journal of Forensic Medicine 2025;40(3):338-342,347
Objective To develop a gas chromatography-tandem mass spectrometry(GC-MS/MS)method for the simultaneous determination of ephedrine and pseudoephedrine in urine.Methods Urine samples containing ephedrine and pseudoephedrine components were extracted with ethyl acetate,centrifuged to collect the supernatant and evaporated to dryness under a nitrogen stream and then derivatized with heptafluorobutyric anhydride 60 μL at 70 ℃ for 30 min,and re-evaporated under nitrogen,and then solubilized with 50 μL of methanol,and then analyzed by GC-MS/MS.Results The method demonstraed excellent linearity for ephedrine(0.05~10 μg/mL,r=0.999 8)and pseudoephedrine(0.02~5 μg/mL,r=0.999 5).Extraction recoveries ranged from 89.4%~95.8%(ephedrine)and 90.3%~93.8%(pseudoephedrine).Limits of detection and quantification of ephedrine and pseudoephedrine were 0.005 μg/mL and 0.01 μg/mL,the intra-day precision and accuracy were less than 5.87%and 9.56%,respectively,and the inter-day precision and accuracy were less than 7.54%and 9.27%,respectively.The stability of ephedrine and pseudoephedrine in urine in 15 d was good under the conditions of room temperature and-20 ℃.Conclusion The GC-MS/MS analytical method for the analysis of ephedrine and pseudoephedrine components in urine established in this study is accurate,stable and sensitive,which can provide data technical support for the forensic toxicological analysis of amphetamine-type drugs or new psychoactive substances in the cathinone group.
9.Establishment and application of a high-throughput screening method for drugs targeting the 5-hydroxytryptamine 2A receptor based on cellular calcium flux signals.
Bingqian ZHANG ; Jingjing SHI ; Yi ZHANG ; Yuanqing CHEN ; Liqin LI ; Miao WANG ; Ruihua ZHANG
Chinese Journal of Biotechnology 2025;41(8):3287-3300
The 5-hydroxytryptamine 2A receptor (5-HT2AR) is one of the key targets in the development of novel antidepressants. To develop new antidepressants targeting the 5-HT2A receptor, this study established a high-throughput screening method for drugs targeting the 5-HT2A receptor based on the principle of detecting calcium flux signals. The immunofluorescence assay and western blotting were employed to evaluate receptor expression levels in the 5-HT2AR-CHO cell line. The reaction system parameters, including cell seeding density, DMSO concentration, and dye incubation time, were optimized with Z'-factor and signal window values as evaluation indicators. The specificity, precision, stability, and applicability of the method were assessed. Results indicated that the 5-HT2AR-CHO cell line stably expressed high levels of the 5-HT2A receptor. The optimized screening method involved a reaction system with 10 000 cells/well, 0.2% DMSO, and 2 h incubation with Calcium 6 dye. The method demonstrated excellent specificity, with inter-batch precision below 10% for the detection of 5-hydroxytryptamine (5-HT) at low, medium, and high concentrations. Testing four compounds that target the 5-HT2A receptor- agonists 2,5-dimethoxy-4-iodoamphetamine (DOI), 5-methoxy-N,N-dimethyltryptamine (5-MeO-DMT), and lysergic acid diethylamide (LSD), along with the antagonist MDL100907-yielded Z'-factors (at EC80) greater than 0.85 and signal window values over 0.91. The EC50 values of these compounds were in the nanomolar range, and their potency rank order aligned with previously reported data, confirming the reliability of the established method. When being applied to the detection of 38 known active compounds, the method efficiently identified 5-HT2A receptor agonists and antagonists while showing no response to non-target compounds. In conclusion, this study successfully constructs a high-throughput screening approach for 5-HT2A receptor-targeting drugs based on calcium flux signals. The method possesses strong specificity, high sensitivity, and robust stability, being suitable for screening antidepressants targeting the 5-HT2A receptor.
High-Throughput Screening Assays/methods*
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Receptor, Serotonin, 5-HT2A/metabolism*
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Animals
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CHO Cells
;
Cricetulus
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Calcium Signaling/drug effects*
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Antidepressive Agents/pharmacology*
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Humans
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Serotonin 5-HT2 Receptor Antagonists/pharmacology*
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Calcium/metabolism*
10.Analysis of blood screening results for a case of HIV post-exposure prophylaxis failure: a 7-year follow-up study
Lilin WANG ; Fang ZHAO ; Lukun ZHANG ; Liqin HUANG ; Ran LI ; Rui ZHU ; Guochao WEI ; Jinfeng ZENG ; Rong XIA
Chinese Journal of Blood Transfusion 2025;38(11):1567-1572
Objective: To assess the impact of long-term antiretroviral therapy (ART) on human immunodeficiency virus (HIV) blood screening outcomes in post-exposure prophylaxis (PEP) failure cases through a longitudinal analysis of blood screening results over a 7-year period in a patient with HIV PEP failure. Methods: This study conducted 13 follow-up assessments for a high-risk individual who initiated ART shortly after exposure. The effectiveness of various blood screening methods, including immunological assays and nucleic acid testing (NAT), was analyzed. Blood samples were also tested with HIV RNA quantification testing, Western blot (WB) confirmation testing, chemiluminescence immunoassay (CLIA), and HIV rapid tests utilizing gold and selenium labels. A comprehensive analysis was performed to evaluate the changes in diagnostic capabilities of different testing methods for HIV biomarkers over an extended period following PEP failure. Results: The patient had two high-risk exposures: one day before ART initiation (BA1) and seven days preceding treatment (BA7). On the first day after the ART treatment (AA1), the HIV RNA concentration (viral load) was 9.07×10
copies/mL; by day five (AA5), the viral load decreased to 1.04×10
copies/mL. At day eleven (AA11), NAT and ELISA tests were both positive, with the WB result remaining indeterminate (gp160+). At day 48 (AA48), the S/CO value of the fourth generation ELISA reagent was 1.07, while results from a 6-sample pool and quantitative NAT were negative. However, a single sample NAT returned a positive result and WB tests indicated positivity for p17, p24, and gp160. At AA74, the quantitative NAT rebounded to 2.83×10
copies/mL, with positive NAT results for single and 6-sample pool NAT tests. The S/CO values of the imported and domestic ELISA reagents were 3.39 and 23.44, respectively. At AA201, 6-sample pool and quantitative NAT were negative again, while single sample NAT remained positive. From AA319 to AA2221, all NAT results have remained consistently below the minimum detection limit. At AA2221, S/CO values of the imported and domestic ELISA reagents were 3.47 and 23.44, respectively. Conclusion: The findings indicate that patients experiencing PEP failure after high-risk HIV exposure are at a higher risk of being missed by mixed-sample NAT pools and individual serological tests. Nonetheless, anti-HIV antibody levels are sustained at elevated values for an extended duration, underscoring antibody testing as an effective measure for blood screening.

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