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.

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.

Objective:To construct a classification management model on the basis of Kraljic matrix for electrocardiogram(ECG)monitoring equipment in emergency intensive care unit(ICU),so as to explore its application value in the management for ECG monitoring equipment in emergency ICU.Methods:The classification management model on the basis of index for ECG monitoring equipment in emergency ICU was constructed.According to two classification dimensions included the market supply risk and the self-value,an indicator system of classification management,which aimed at strategic materials with high value and high risk,leverage materials with high value and low risk,bottleneck materials with low value and high risk,and conventional materials with low value and low risk,was constructed.A total of fifty-one ECG monitoring equipment in the emergency ICU of The People's Hospital of Longhua of Shenzhen from January to December 2023 were selected,and they were managed respectively by conventional management mode(25 sets)and classification management mode(26 sets)according to different management modes.The standardization level of operation management for equipment,the occurrence of safety risk and the level of management for equipment of the two management modes were compared,and the satisfaction of 30 relative personnel,who used and managed these equipment,for classification management of equipment also were compared.Results:The average values of the percentage of standardization level of normality of equipment operation,disinfection and sterilization,maintenance and fault repair of using classification management mode were respectively(91.58±4.33)%,(92.1±3.28)%,(91.49±3.54)%and(92.58±3.32)%,all of which were higher than those of conventional management mode,and the differences were statistically significant(t=12.537,15.706,14.196,18.946,P<0.05),repsectively.The average incidences of the risk of pressure injury,electrical injury and body fluid extravasation of adopting classification management mode were respectively(2.54±0.87)%,(3.02±0.82)%and(1.29±0.65)%,all of which were lower than those of adopting conventional management mode,and the differences were statistically significant(t=22.825,17.453,24.424,P<0.05),respectively.The satisfaction scores of 30 relative management personnel,who used equipment on the process rationality,system standardization and quality effectiveness,of adopting classification management mode were respectively(94.26±3.54),(92.57±4.36)and(91.87±3.69),all of which were higher than those of conventional management mode,and the differences were statistically significant(t=14.052,13.991,13.551,P<0.05),respectively.The reasonable placement rate,recording rate of standardization,and intact rate of equipment in the 26 equipment by adopting classification management mode were respectively 92.31%,92.31%and 88.46%,all of which were significantly higher than those by adopting conventional management mode,and the differences were statistical significant(x2=12.052,10.398,11.338,P<0.05).Conclusion:The classification management model of ECG monitoring equipment in emergency ICU can increase the management efficiency for the equipment in operating room of hospital,and improve the operation quality of equipment,and enhance the safety of equipment in clinical use,and the standardization of operation management for equipment.

Background and Aims:Poorly differentiated thyroid carcinoma(PDTC)is a relatively rare but highly aggressive type of thyroid malignancy.Its biological behavior lies between differentiated and undifferentiated thyroid carcinoma,and it is often characterized by early metastasis,high recurrence rates,and poor survival outcomes.At present,prognostic assessment for PDTC patients primarily relies on traditional indicators such as TNM staging,and there remains a lack of systematic,multi-factorial,and individualized predictive tools.As a visual and quantitative method,the nomogram model has been widely applied in the prognostic evaluation of various tumors;however,its use in PDTC remains limited.This study aims to identify key risk factors associated with poor prognosis in PDTC patients and to construct a risk prediction nomogram model based on multivariate analysis,in order to provide clinical support for individualized postoperative prognostic assessment.Methods:A total of 55 PDTC patients who underwent surgical treatment at our hospital from January 2015 to December 2020 were retrospectively enrolled and followed up for three years.Based on tumor recurrence,metastasis,and mortality during the follow-up period,patients were divided into a good prognosis group and a poor prognosis group.Univariate analysis was performed to screen for clinical features associated with prognosis,followed by multivariate logistic regression to identify independent risk factors.A nomogram risk prediction model was constructed using R software(version 3.5.3),and its predictive performance and calibration were evaluated by receiver operating characteristic(ROC)curve and Bootstrap validation.Results:During the 3-year follow-up,15 patients experienced tumor progression and 1 patient died,resulting in a poor prognosis rate of 29.1%.Univariate analysis showed statistically significant differences in tumor diameter,TNM stage,local invasion,surgical approach,vascular invasion,and nerve involvement between the two groups(all P<0.05).Multivariate logistic regression identified tumor diameter≥3 cm,advanced TNM stage,local invasion,subtotal thyroidectomy,vascular invasion,and nerve involvement as independent risk factors for poor prognosis(all P<0.05).The nomogram model constructed based on these variables demonstrated a C-index of 0.794(95%CI=0.725-0.846),an AUC of 0.817,sensitivity of 82.26%,and specificity of 86.35%,indicating good discriminatory ability and predictive accuracy.Conclusion:Tumor diameter,TNM stage,local invasion,surgical approach,vascular invasion,and nerve involvement are important factors influencing postoperative prognosis in PDTC patients.The nomogram model based on these variables exhibits strong predictive performance and may serve as a valuable tool for individualized risk assessment and therapeutic decision-making in clinical practice.

Objective To explore the effect of aerobic exercise on adipogenesis and insulin resis-tance(IR)in mice on high-fat diet,and to explore the mechanism of aerobic exercise regulating obe-sity-related long noncoding RNA(lnc-ORA)in this process.Methods Thirty-six 8-week-old male C57BL/6J mice,weighing 21.4±0.92 g,were randomized into a normal control group(NC),a high-fat control group(HC)and the high-fat exercise group(HE),each of 12,after one-week acclimatiz-ing feeding.Group NC was fed on normal diet,while the high-fat groups were given high-fat food for 4 weeks.Then,group HE underwent daily 45-minute aerobic exercise on a 6%-incline treadmill at a speed of 18 m/min,6 days per week,for 8-week.After the intervention,the body weight,body length,and epididymal fat weight of all groups were measured,and the adipocyte size was observed.Moreover,lipid levels,glucose tolerance,insulin sensitivity,and expression of genes related to adipo-genesis(FASN,FABP4,and PPARγ)were examined,together with the expression levels of the rele-vant signaling axes(IRS-1/PI3K/AKT/mTOR/GLUT4)and related metrics(lnc-ORA,TNFα),and en-richment levels of peroxisome proliferator-activated receptor γ(PPARγ)promoter region for histone H3 acetylation(H3ac)and histone H3K4 trimethylation(H3K4me3).Results The body weight,epidid-ymal adipose tissue weight,and body mass index(Lee's index)of group HC were significantly higher(P<0.05)than group NC,and the above indexes of group HE were significantly lower(P<0.05)than group HC after 8 weeks of aerobic exercise intervention.The levels of total cholesterol(TC),low-den-sity lipoprotein cholesterol(LDL-C),and high-density lipoprotein cholesterol(HDL-C)of the HC group were significantly higher than the NC group(P<0.05),and the lipid levels of the HE group im-proved significantly compared to the HC group(P<0.05).Moreover,the expression of adipogenesis-re-lated genes PPARγ,fatty acid synthase(FASN)and fatty acid binding protein 4(FABP4)up-regulat-ed significantly in group HC compared with group NC(P<0.05),while that of adipogenesis-related genes in group HE was significantly lower than group HC(P<0.05),with the adipocytes'size of HC group larger than the other two groups.What's more,the expression level of insulin receptor substrate 1(IRS-1)/phosphatidylinositol 3-kinase(PI3K)/protein kinase B(AKT)/mammalian target of rapamy-cin(mTOR)/glucose transporter type 4(GLUT4)pathway decreased significantly in group HC com-pared with group NC and HE(P<0.05;P<0.01,P<0.05).Meanwhile,both glucose tolerance and insu-lin sensitivity of group HC decreased significantly compared with the NC and HE groups(P<0.01,P<0.05;P<0.01,P<0.05).However,the expression of lnc-ORA and TNF-α increased significantly in group HC compared with group NC(P<0.01,P<0.05),but significantly down-regulated in group HE compared with group HC(P<0.05).The enriched levels of H3ac and H3K4me3 in the PPARγ promot-er region of group HC increased significantly compared with group NC(P<0.05),but decreased signifi-cantly in group HE compared with group HC(P<0.05).Conclusions Aerobic exercise reduces adipogen-esis via lnc-ORA/PPARγ and improves IR by modulating the IRS-1/PI3K/AKT/GLUT4 axis.

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.

Objective: To develop a comprehensive health economics evaluation model for HIV blood screening using Markov modeling, so as to evaluate the quality-of-life adjustment years (QALYs) gained by transfusion recipients after implementation of blood HIV screening. Methods: Shenzhen Blood Center was selected as the validation case for model development. Based on historical HIV screening data of Shenzhen Blood Center and published literature, the health economics evaluation of donor HIV screening was performed using cost-utility analysis. The single factor sensitivity analysis was performed on parameters in the model. Results: 3.09 QALYs were gained for each transfusion recipient prevented from HIV infection. During 2020-2023, donor HIV screening at Shenzhen Blood Center saved 506.76 QALYs, and each QALY saved 182 900 yuan. Conclusion: From the perspective of long-term benefit of transfusion recipients, HIV screening of blood donors demonstrates high health and economic value.

Objective: To comprehensively evaluate the current alanine aminotransferase (ALT) screening strategies and provide a basis for their optimization. Methods: ALT test results of 21 345 blood samples were collected from 33 blood collection institutions. Multiple probability distribution functions were employed to fit the data, and the akaike information criterion (AIC) was used to determine the optimal fitting model. Based on this model, 1 million random samplings were conducted to simulate the final ALT test results of blood donors under different ALT screening strategies, eligibility criteria, and pre-donation ALT detection deviations. A decision tree was subsequently constructed for health economic analysis. Results: The log-normal distribution with a mean of 2.96 and a variance of 0.65 provided the best fit for the data. When the eligibility criteria was 50 U/L and the pre-donation detection deviation was ±20%, not conducting pre-donation testing increased blood donation by 1.14%. When the pre-donation detection deviation was ±20% and the eligibility criteria was raised from 50 U/L to 100 U/L, conducting and not conducting pre-donation testing increased blood donation by 7.59% and 6.60%, respectively. With a eligibility criteria of 50 U/L and a pre-donation detection deviation of ±20%, 1.14% of eligible blood donors would be disqualified from donating blood. Health economic analysis showed that when the eligibility criteria was adjusted to 56 U/L or higher, not conducting pre-donation ALT testing was the dominant strategy; under other conditions, conducting pre-donation testing was the dominant strategy. Conclusion: The selection of ALT testing strategies is a complex process influenced by multiple factors, and it is necessary to adopt an appropriate ALT screening strategy based on specific testing circumstances.

Chemiluminescence immunoassay (CLIA), a non-radioactive immunoassay technology that has developed rapidly over the past three decades, has increasingly demonstrated its application value in blood screening due to its advantages such as high sensitivity, high specificity, rapid detection, and high degree of automation. This article systematically reviews the application status, technical characteristics, differences from traditional methods, influencing factors for promotion and application of CLIA in blood screening at home and abroad, and looks forward to its development prospects. Countries such as the United States, Germany, and Japan have widely adopted CLIA in the screening of pathogens like HBV, HCV, and HIV, predominantly using "1 CLIA test + 1 nucleic acid testing (NAT) test" model. Some regions have also expanded testing items to include anti-HBc and HTLV. In China, enzyme-linked immunosorbent assay (ELISA) combined with NAT remains the primary method. CLIA is still in the stage of detection performance comparison. However, domestic reagents have gradually been approved, and more enterprises are accelerating their layout in this field. CLIA is superior to ELISA in terms of sensitivity, detection range, and automation adaptability, which can reduce missed detection and shorten the window period. But it is limited by factors such as high cost, closed system characteristics, and domestic batch release supervision. In the future, CLIA is expected to complement existing technologies, expand the detection of emerging and re-emerging pathogens, and combine with fully automated assembly lines to improve screening quality, providing more comprehensive protection for clinical blood transfusion safety.

Objective: To develop a comprehensive health economics evaluation model for HIV blood screening using Markov modeling, so as to evaluate the quality-of-life adjustment years (QALYs) gained by transfusion recipients after implementation of blood HIV screening. Methods: Shenzhen Blood Center was selected as the validation case for model development. Based on historical HIV screening data of Shenzhen Blood Center and published literature, the health economics evaluation of donor HIV screening was performed using cost-utility analysis. The single factor sensitivity analysis was performed on parameters in the model. Results: 3.09 QALYs were gained for each transfusion recipient prevented from HIV infection. During 2020-2023, donor HIV screening at Shenzhen Blood Center saved 506.76 QALYs, and each QALY saved 182 900 yuan. Conclusion: From the perspective of long-term benefit of transfusion recipients, HIV screening of blood donors demonstrates high health and economic value.