1.Factors influencing repeat blood donor lapsing in Guangzhou: based on the zero-inflated poisson regression model
Rongrong KE ; Guiyun XIE ; Xiaoxiao ZHENG ; Yingying XU ; Xiaochun HONG ; Shijie LI ; Yongshi DENG ; Jinyu SHEN ; Jinyan CHEN ; Jian OUYANG
Chinese Journal of Blood Transfusion 2025;38(1):73-78
[Objective] To analyze the influencing factors of repeat blood donor lapsing using a zero-inflated poisson regression model (ZIP). [Methods] The blood donation behavior of 12 498 whole blood donors from 2020 was tracked until December 31, 2023. The factors influencing the frequency of blood donations in a given year was analyzed using ZIP, and donors with 0 blood donation in that year were considered to have lapsed. The changes in relevant influencing factors associated with each blood donation were measured and modeled for analysis. [Results] The zero-inflated part of ZIP showed that the risk of lapsing of male blood donors was 2.24 times that of female blood donors (OR 95% CI:1.864-2.696, P<0.001); the risk of lapsing of the 35-44 age group and over 45 age group was respectively 40% (OR 95% CI:0.455-0.790, P<0.001) and 61%(OR 95% CI:0.268-0.578, P<0.001) lower than that of the under 25 age group; the risk of lapsing for those who have donated blood twice and ≥3 times was respectively 50% (OR 95% CI:0.405-0.609, P<0.001) and 81% (OR 95% CI:0.154-0.225, P<0.001) lower than that of first-time donors; the risk of lapsing of those with junior high or high school education was 1.2 times that of those with a college degree or higher (OR 95% CI:1.033-1.384, P<0.05); the risk of lapsing for the divorced group was 2.02 times that of the married group (OR 95% CI:1.445-2.820, P<0.001); the risk of lapsing for those with an income (Yuan) of 10 000 to 50 000, 50 000 to 100 000 and more than 100 000 was respectively 0.67 (OR 95% CI:0.552-0.818, P<0.001), 0.72 (OR 95% CI:0.591-0.884, P=0.002) and 0.67 (OR 95% CI:0.535-0.834, P<0.001) times that of those with an income (Yuan) of less than 10 000. The results of the Poisson part are consistent with the results of the zero-inflated part in terms of age and education level. [Conclusion] Blood donor lapsing is overall related to factors such as gender, age, donation frequency, education, marital status and family income. It's essential to care for those blood donors prone to lapse to retain more regular blood donors.
2.Literature analysis of severe cutaneous adverse reactions induced by oral anticoagulants
Shuang ZHENG ; Rongrong JIANG ; Jianguo ZHU ; Cheng XIE
China Pharmacy 2025;36(12):1500-1504
OBJECTIVE To analyze the characteristics of severe cutaneous adverse reactions (SCARs) induced by oral anticoagulants (OACs), and provide a reference for clinical safety of drug use. METHODS Case reports of SCARs caused by OACs (warfarin, apixaban, rivaroxaban, edoxaban, dabigatran etexilate) were retrieved from PubMed, Embase, CNKI, Wanfang Data, VIP and other databases with search terms as “oral anticoagulants”“factor Ⅹa inhibitor”“direct thrombin inhibitor” and their Chinese equivalents. A descriptive statistical analysis was performed. RESULTS A total of 11 articles were included, involving 11 patients in total, among whom there were 5 males (45.5%) and 6 females (54.5%), with an average age of (59.6±21.5) years. The primary underlying diseases were mainly atrial fibrillation, pulmonary embolism, joint replacement and valve replacement. The OACs involved included warfarin in 3 cases, rivaroxaban in 4 cases, apixaban in 2 cases, and dabigatran etexilate in 2 cases. SCARs occurred from 10 hours to 42 days after treatment, and 7 cases (63.6%) within 10 to 28 days. Among 11 patients, 5 cases were diagnosed as drug reaction with eosinophilia and systemic symptoms, 4 cases were diagnosed as Stevens-Johnson syndrome or toxic epidermal necrolysis, and 2 cases were diagnosed as acute generalized exanthematous pustulosis. The clinical manifestations mainly included rash, fever and mucosal damage, etc. Except for 1 patient who died of sepsis and diffuse intravascular coagulation, the rest of the patients improved or recovered after withdrawal and treatment with glucocorticoids. CONCLUSIONS SCARs are rare but serious adverse reactions caused by OACs, typically occurring 10 to 28 days after medication. Once SCARs are suspected to be caused by OACs, the medication should be discontinued immediately, and a treatment plan should be formulated based on the type of SCARs to ensure the safety of patients’ drug use.
3.Elemene Enhances Anti-glioma Effect of Cabazitaxel and Its Dual-targeted Cationic Liposome Preparation Optimization and in Vitro Pharmacodynamic Evaluation
Liyan YIN ; Rongrong WANG ; Jie LI ; Tian XIE
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(12):173-184
ObjectiveTo investigate whether elemene(ELE) enhances the anti-glioma efficacy of cabazitaxel(CTX), and prepare a double-targeted cationic liposome(LIP) co-loaded with ELE/CTX for the treatment of glioma, and to achieve the effect of increasing the efficacy and reducing the adverse reactions. Pharmacodynamic tests in vitro were performed to explore the advantages and mechanism of its preparation. MethodELE/CTX@LIP was prepared by high speed shear combined with probe ultrasound, the particle size and potential were characterized by nano-particle size potentiometer, and high performance liquid chromatography(HPLC) was used to determine the encapsulation efficiency and drug loading capacity of CTX/ELE. The cytotoxicity of ELE/CTX in vitro was detected by cell proliferation and activity assay(CCK8). JMP Pro 16 software was used to optimize the process parameters of ELE/CTX@LIP based on encapsulation efficiency. The optimal cationic material type, content and ratio were screened by in vitro cytotoxicity and in vitro cell uptake, on this basis, the dual-targeted cationic liposome T7/arginine glycine aspartate tripeptide sequence(T7/cRGD)-ELE/CTX@CLIP was prepared, the stability of morphology and particle size were characterized, and the effect of T7/cRGD-ELE/CTX@CLIP on the apoptosis inducing ability and cell cycle regulation ability of glioma cells was analyzed by cell cycle and apoptosis. ResultELE/CTX showed stronger anti-glioma activity on C6 and RG2 cells. The results of in vitro cytotoxicity and in vitro cell uptake showed that the amount of cationic material was 0.10% of the total content. The optimum ratio of T7, cRGD and phospholipids was 1∶1∶50. T7/cRGD-ELE/CTX@CLIP[1,2-dilinoleyloxy-3-dimethylaminopropane(Dlin-MC3-DMA)] and T7/cRGD-ELE/CTX@CLIP[1,2-dimyristoyl-rac-glycero-3-methoxypolyethylene glycol 2000(DMG-PEG2000)] showed multi-level spherical nanostructures with particle sizes of 146.0, 111.3 nm, respectively, and were stable in serum. In vitro cytotoxicity results showed that T7/cRGD-ELE/CTX@CLIP had higher cytotoxicity to glioma cells than single-targeted liposomes or dual-targeted non-cationic liposomes. T7/crGD-ELE/CTX@CLIP affected the apoptosis and cycle of glioma cells, the results showed that ELE/CTX combined with liposomes could more effectively activate the apoptosis channel and inhibit the proliferation of glioma cells, and the use of T7/cRGD short peptide and cation modification enhanced the ability of apoptosis induction. ELE/CTX could effectively block glioma cell cycle at G2/M phase, and the effect was enhanced after T7/cRGD targeted modification. ConclusionELE can enhance the anti-glioma effect of CTX. The preparation parameters of ELE/CTX@LIP are stable and feasible. Combined with the in vitro efficacy test, the anti-glioma mechanism of T7/cRGD-ELE/CTX@CLIP is preliminarily revealed.
4.Research on establishing gastric cancer lymph node metastasis prediction model based on machine learning and routine laboratory indicators
Jianliang YAN ; Zeyu XIE ; Rongrong JING ; Ming CUI
The Journal of Practical Medicine 2024;40(6):844-849
Objective To establish a prediction model for lymph node metastasis(LNM)of gastric cancer based on routine laboratory indicators using machine learning algorithms.Methods This study collected data of 741 gastric cancer patients at Affiliated Hospital of Nantong University between January 2020 and January 2022 for model training and testing.Additionally,data of 102 gastric cancer patients between January 2023 and October 2023 were collected for model validation.XGBoost algorithm was used to calculate the importance of indicators and filter out a set of important indicators from 66 indicators.Five machine learning algorithms,including K-Nearest Neighbor,Support Vector Machine,Multilayer Perceptron,Random Forest and Adaboost,were constructed and trained for comparative analysis.Furthermore,the stability and accuracy of the model were further validated on the validation set.Results This study selected a set of important indicators composed of 9 routine laboratory indicators and trained the gastric cancer LNM prediction model,named V9.Additionally,through comparative experiments,it was found that the Adaboost algorithm based on the boosting strategy had the best performance,with evaluation metrics such as area under the curve,F1 score,accuracy,sensitivity,and specificity ranging from 0.833 to 0.968.The accuracy of the predictions on the validation set was 94.12%.Conclusion V9 was a gastric cancer LNM prediction model that has auxiliary clinical diagnostic value.It can be used to assess the risk of patients accurately and provide a basis for clinical decision-making.
5.Prevalence and associated factors of diabetic retinopathy among type 2 diabetes in Dongcheng District and Tongzhou District, Beijing City: a cross-sectional study
Xiaorong ZHU ; Fangyuan YANG ; Lin ZHANG ; Rongrong XIE ; Jianping FENG ; Zhong XIN ; Wei TIAN
Chinese Journal of Preventive Medicine 2024;58(9):1324-1330
Objective:Diabetic retinopathy (DR) is the most common cause of adult blindness in China. Screening of DR is important for early detection, prevention, and treatment. However, there is still controversy in the research on the prevalence and risk factors of DR in China. This study was designed to evaluate the prevalence of DR and related risk factors in patients with type 2 diabetes mellitus in Beijing City.Methods:A cross-sectional survey was conducted in in Dongcheng District and Tongzhou District, Beijing City. Patients with type 2 diabetes aged 18-80 years were selected from four communities, and all subjects underwent questionnaires, physical examinations, laboratory examinations and fundus photography. The logistic regression model was used to analyze the associated factors of DR.Results:A total of 1 531 subjects were included, with the median age of 66 years old and the average age of (65.6±7.4) years old, and the glycosylated hemoglobin level in the subjects was 7.2%±1.3%, and the glycosylated hemoglobin compliance rate was 56.0%(857/1 531). A total of 254 patients with diabetic retinopathy were detected, and the prevalence of DR was 16.6%(254/1 531). Among them, there were 218 cases of non-proliferative diabetic retinopathy and 36 cases of proliferative diabetic retinopathy. Compared with the non-DR group, there were statistically significant differences in fasting blood glucose ( Z=-3.74, P<0.001), glycosylated hemoglobin( Z=-10.664, P<0.001), urinary microalbumin excretion rate( Z=-7.767, P<0.001), low-density lipoprotein cholesterol( Z=-2.589, P=0.01), and duration of diabetes( Z=-10.189, P<0.001) between the DR group and the non-DR group. Multivariate regression analysis showed that the duration of diabetes ( OR=1.08, 95% CI: 1.06-1.10, P<0.001), glycosylated hemoglobin ( OR=1.38, 95% CI: 1.23-1.55, P<0.001), and FPG ( OR=1.11, 95% CI: 1.03-1.19, P=0.008) were associated factors for DR. Conclusion:In this study, the prevalence of DR in 4 communities of type 2 diabetes in Beijing City was 16.6%. Besides, this study further confirmed that the duration of diabetes, fasting blood glucose levels, and glycosylated hemoglobin are associated factors for DR in patients with type 2 diabetes.
6.Evidence summary of enteral and parenteral nutrition support in adult patients with severe burns
Yusheng XIE ; Rongrong HUANG ; Xue ZHAO ; Lei MA ; Yan HU ; Qian YANG ; Qiansha WANG ; Yue MING
Chinese Journal of Nursing 2024;59(9):1106-1113
Objective To systematically retrieve and integrate the best evidence of enteral and parenteral nutrition support in adult patients with severe bums.Methods 2 nursing master students who had studied evidence-based nursing systematically searched the clinical decisions,recommended practices,guidelines,expert consensuses,systematic reviews,evidence summaries and other evidences on enteral and parenteral nutrition support for adult patients with severe bums in domestic and foreign guideline networks,relevant institutional websites and databases.The retrieval time was from the establishment of the databases to April 2023.2 researchers who had obtained master's degrees and undergone systematic evidence-based training in Fudan University used the appraisal of guidelines for research and evaluation n and JBI critical appraisal tools to evaluate the methodological quality,and extracted and summarized the evidence according to the theme.Results A total of 28 articles were included,including l clinical decision,9 guidelines,3 expert consensuses,9 systematic reviews,and 6 evidence summaries.A total of 20 pieces of evidence were summarized from 6 aspects:nutritional risk screening and assessment,energy requirement calculation,timing and route of nutritional support,nutrient intake,nutritional support monitoring and effect evaluation.Conclusion The best evidence of enteral and parenteral nutrition support for adult patients with severe burns summarized in this study is more comprehensive and scientific.It is suggested that in clinical application,targeted screening should be carried out according to the promotion and hindering factors of evidence,so as to scientifically carry out nutritional support for adult patients with severe burns.
7.Prevalence and associated factors of diabetic retinopathy among type 2 diabetes in Dongcheng District and Tongzhou District, Beijing City: a cross-sectional study
Xiaorong ZHU ; Fangyuan YANG ; Lin ZHANG ; Rongrong XIE ; Jianping FENG ; Zhong XIN ; Wei TIAN
Chinese Journal of Preventive Medicine 2024;58(9):1324-1330
Objective:Diabetic retinopathy (DR) is the most common cause of adult blindness in China. Screening of DR is important for early detection, prevention, and treatment. However, there is still controversy in the research on the prevalence and risk factors of DR in China. This study was designed to evaluate the prevalence of DR and related risk factors in patients with type 2 diabetes mellitus in Beijing City.Methods:A cross-sectional survey was conducted in in Dongcheng District and Tongzhou District, Beijing City. Patients with type 2 diabetes aged 18-80 years were selected from four communities, and all subjects underwent questionnaires, physical examinations, laboratory examinations and fundus photography. The logistic regression model was used to analyze the associated factors of DR.Results:A total of 1 531 subjects were included, with the median age of 66 years old and the average age of (65.6±7.4) years old, and the glycosylated hemoglobin level in the subjects was 7.2%±1.3%, and the glycosylated hemoglobin compliance rate was 56.0%(857/1 531). A total of 254 patients with diabetic retinopathy were detected, and the prevalence of DR was 16.6%(254/1 531). Among them, there were 218 cases of non-proliferative diabetic retinopathy and 36 cases of proliferative diabetic retinopathy. Compared with the non-DR group, there were statistically significant differences in fasting blood glucose ( Z=-3.74, P<0.001), glycosylated hemoglobin( Z=-10.664, P<0.001), urinary microalbumin excretion rate( Z=-7.767, P<0.001), low-density lipoprotein cholesterol( Z=-2.589, P=0.01), and duration of diabetes( Z=-10.189, P<0.001) between the DR group and the non-DR group. Multivariate regression analysis showed that the duration of diabetes ( OR=1.08, 95% CI: 1.06-1.10, P<0.001), glycosylated hemoglobin ( OR=1.38, 95% CI: 1.23-1.55, P<0.001), and FPG ( OR=1.11, 95% CI: 1.03-1.19, P=0.008) were associated factors for DR. Conclusion:In this study, the prevalence of DR in 4 communities of type 2 diabetes in Beijing City was 16.6%. Besides, this study further confirmed that the duration of diabetes, fasting blood glucose levels, and glycosylated hemoglobin are associated factors for DR in patients with type 2 diabetes.
8.Risk prediction models for recurrence of diabetic foot ulcers: a systematic review
Yusheng XIE ; Rongrong HUANG ; Yuhong LUO ; Qiansha WANG ; Yue MING ; Yi XU
Chinese Journal of Modern Nursing 2024;30(11):1414-1421
Objective:To systematically evaluate the recurrence risk prediction model of diabetic foot ulcers (DFU) .Methods:Research on DFU recurrence risk prediction models was electronically searched in PubMed, Embase, Web of Science, Cochrane Library, China National Knowledge Infrastructure, Wanfang Data, and China Biomedical Service System. The search period was from database establishment to July 20, 2023. Two researchers independently screened literature and conducted data extraction and quality evaluation using the prediction model research data extraction table and the Prediction Model Risk of Bias Assessment Tool (PROBAST) .Results:A total of 8 articles were included, including 14 models. The area under the receiver operating characteristic (ROC) curve included in the model ranged from 0.660 to 0.940. The most common five predictors in the model were ulcers location, glycosylated hemoglobin, smoking, combined peripheral neuropathy and diabetes course. All 8 articles had a high risk of bias, mainly due to insufficient sample size, improper handling and reporting of missing data, and a lack of internal validation, which might lead to overfitting of the model. Only one article was subjected to external validation.Conclusions:The research on DFU recurrence risk prediction models is still in the development stage, and the predictive performance of various studies is still acceptable, but there is a high risk of bias. Future research still needs to use rigorous statistical analysis methods to construct new risk prediction models and improve internal and external validation.
9.Type 4 familial partial lipodystrophy combined with recurrent diabetic ketoacidosis: a case report
Dandan ZHANG ; Hongying WANG ; Qing WANG ; Haiying WU ; Rongrong XIE ; Fengyun WANG ; Xiuli CHEN ; Huirong WU ; Hui SUN ; Xiaoyan WANG ; Mengjia SONG ; Lili WANG ; Linqi CHEN ; Ting CHEN
Chinese Journal of Applied Clinical Pediatrics 2023;38(12):937-940
To analyze the clinical features and genetic variants of a child with type 4 familial partial lipodystrophy (FPLD4) and the initial manifestation of diabetes.The male patient with the age of 13 years and 5 months, and the diabetes course was about 3 years, the patient was admitted to Children′s Hospital of Soochow University on November 10, 2021(4 th hospitalization at the hospital), in the course of diabetes, the children repeatedly suffered from diabetes ketoacidosis, and lipid metabolism complications gradually emerged.The gene sequencing showed that the proband and his mother carried dual gene mutations of PLIN1 c. 1325delG(p.G442Afs*99) and SPINK1 c. 194+ 2T>C(p.? ). The PLIN1 gene was the causal gene of FPLD4.The mutations of c. 1325delG in the PLIN1 gene had not been previously reported.Based on the clinical phenotype, family history and genetic testing findings, the patient was diagnosed as FPLD4.In addition, the mutation of SPINK1 c. 194+ 2T>C(p.? ) might increase the risk of chronic pancreatitis.This case report enriched the clinical characteristics and genotype data of FPLD4.Gene sequencing assisted the accurate diagnosis of the type of diabetes.The effects of dual gene mutations on disease progression should be concerned, which were of great significance to develop treatment regimen and disease management.
10.The establishment and validation of the Chinese version of SARC-F scale for sarcopenia screening among elderly population: a multicenter study
Jiayu GUO ; Kang YU ; Chunwei LI ; Yuanyuan BAO ; Yu ZHANG ; Fang WANG ; Rongrong LI ; Haiyan XIE
Chinese Journal of Clinical Nutrition 2023;31(2):74-81
Objective:To establish the Chinese version of (strength, assistance with walking, rise from a chair, climb stairs and falls, SARC-F) scale using the standardized methods and to validate the reliability and validity for sarcopenia screening among elderly population.Methods:Following the recommended procedure by World Health Organization and European Union Geriatric Medicine Society Sarcopenia Special Interest Group, the translation process included forward translation, expert panel, back-translation, pre-testing and cognitive interviewing to generate the final version. In the pilot study, the test-retest reliability, inter-rater reliability, and internal consistency of the Chinese version of SARC-F scale were assessed. In the diagnostic test for clinical validation, the participants were consecutively recruited from communities and hospitals in Beijing and Tianjin between December 2021 and October 2022. The scale administration, anthropometry, and body composition measurement were conducted by trained investigators. Participants with the SARC-F score ≥ 4 were considered at risk of sarcopenia. Diagnostic tests and receiver operating characteristic curve analysis were performed against the definitions of sarcopenia according to European Working Group on Sarcopenia in Older People (EWGSOP2) and Asian Working Group for Sarcopenia (AWGS2019), and the sensitivity, specificity, positive predictive value, negative predictive value and the area under curve were displayed.Results:The Chinese version of SARC-F scale was approved by the author that the translation has expressed the original meaning correctly. The Chinese version of SARC-F had good test-retest reliability (ICC = 0.914), inter-rater reliability ( r = 0.726), and internal consistency ( α = 0.729). There were altogether 1 882 participants included in the clinical validation. According to the diagnostic criteria of EWGSOP2 and AWGS2019, the Chinese version of SARC-F scale had low sensitivity (13.6% and 16.0%) and positive predictive value (44.6% and 35.4%), high specificity (95.1% and 94.7%) and negative predictive value (79.0% and 86.2%), and moderate AUC of 0.619 and 0.616 (all P < 0.001) for sarcopenia screening. Conclusions:The Chinese version of SARC-F scale was of good reliability and validity. The application of SARC-F in the primary healthcare settings would contribute to the early diagnosis of sarcopenia.

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