1.Assessment and discussion of quality monitoring data for red blood cell preparations
Yun QING ; Huayou DAI ; Junhong YANG ; Qian XU ; Siqi WU ; Yunbo TIAN ; Xia HUANG
Chinese Journal of Blood Transfusion 2025;38(2):227-232
[Objective] To assess the data characteristics of quality monitoring indicators for red blood cell (RBC) preparations, so as to provide reference for continuous improvement of blood quality. [Methods] The quality inspection data of 6 types of RBC preparations from Chongqing blood center from 2019 to 2023 were summarized. For the same indicators, the numerical range of quality indicators was monitored by comparing different types of preparations with the national standard GB18469. The loss and/or damage to RBCs caused by different preparation process were compared, and the impact of different preparation processes on the quality of RBCs was discussed. [Results] The appearance and sterility test compliance rates of the six types of RBC preparations were both 100%, while the compliance rates of other items were all ≥75%. The compliance rate of hematocrit for suspended RBCs was the lowest at 75%, with a median of 0.52, which was close to the lower limit of GB18469, while the medians of hematocrit for the other types were all at the midline level of GB18469. The Hb content for different types of RBCs was significantly higher than the corresponding requirements of GB18469 (P<0.05). The hemolysis rate at the end of storage for different types of RBCs was significantly lower than the requirements of GB18469 (P<0.05). The 1 U leukoreduction process resulted in a hemoglobin content loss of about 5% and had a significant impact on the hemolysis rate at the end of storage (P<0.05). The washing process resulted in a hemoglobin content loss of <3% and had no significant impact on the hemolysis rate at the end of storage (P>0.05). The concentration process resulted in a hemoglobin content loss of <3% and had a significant impact on the hemolysis rate at the end of storage (P<0.05). [Conclusion] The impact of different processes on RBC preparations is within a controllable range and meets the requirements of GB18469. The quality monitoring data can provide a reference for clinical blood selection, effectiveness evaluation and revision of related standards.
2.Study on Compatibility and Efficacy of Blood-activating Herb Pairs Based on Graph Convolution Network
Jingai WANG ; Qikai NIU ; Wenjing ZONG ; Ziling ZENG ; Siwei TIAN ; Siqi ZHANG ; Yuwen ZHAO ; Huamin ZHANG ; Bingjie HUO ; Bing LI
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(8):228-234
ObjectiveThis study aims to develop a prediction model for the compatibility of Chinese medicinal pairs based on Graph Convolutional Networks (GCN), named HC-GCN. The model integrates the properties of herbs with modern pharmacological mechanisms to predict pairs with specific therapeutic effects. It serves as a demonstration by applying the model to predict and validate the efficacy of blood-activating herb pairs. MethodsThe training dataset for herb pair prediction was constructed by systematically collecting commonly used herb pairs along with their characteristic data, including Qi, flavor, meridian tropism, and target genes. Integrating traditional characteristics of herb with modern bioinformatics, we developed an efficacy-oriented herb pair compatibility prediction model (HC-GCN) using graph convolutional networks (GCN). This model leverages machine learning to capture the complex relationships in herb pair compatibility, weighted by efficacy features. The performance of the HC-GCN model was evaluated using accuracy (ACC), recall, precision, F1 score (F1), and area under the ROC curve (AUC). Its predictive effectiveness was then compared to five other machine learning models: eXtreme Gradient Boosting (XGBoost), logistic regression (LR), Naive Bayes, K-nearest neighbor (KNN), and support vector machine (SVM). ResultsUsing herb pairs with blood-activating effects as a demonstration, a prediction model was constructed based on a foundational dataset of 46 blood-activating herb pairs, incorporating their Qi, flavor, meridian tropism, and target gene characteristics. The HC-GCN model outperforms other commonly used machine learning models in key performance metrics, including ACC, recall, precision, F1 score, and AUC. Through the predictive analysis of the HC-GCN model, 60 herb pairs with blood-activating effects were successfully identified. Among of these potential herb pairs, 44 include at least one herb with blood-activating effects. ConclusionIn this study, we established an efficacy-oriented compatibility prediction model for herb pairs based on GCN by integrating the unique characteristics of traditional herbs with modern pharmacological mechanisms. This model demonstrated high predictive performance, offering a novel approach for the intelligent screening and optimization of traditional Chinese medicine prescriptions, as well as their clinical applications.
3.Efficacy-driving Mechanism of Danhong Injection for Stable Angina Pectoris Based on Composition-activity Relationship of Target Modules
Siwei TIAN ; Wenjing ZONG ; Jun LIU ; Wei YANG ; Qikai NIU ; Siqi ZHANG ; Jing'ai WANG ; Huamin ZHANG ; Zhong WANG ; Bing LI
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(23):121-128
ObjectiveTo explore the efficacy-driving mechanism of Danhong injection (DHI) in the treatment of stable angina pectoris (SAP) based on the composition-activity relationship of target modules and clarify the pharmacological effects of DHI. MethodAccording to the angina frequency (AF) in the Seattle Angina Questionnaire (SAQ) that was obtained in the previous clinical trial, the patients before and after DHI treatment were grouped based on efficacy. The transcriptomic data of the patients before treatment and in the best efficacy group 30 days post-treatment were selected as the data source, and then weighted gene co-expression network analysis (WGCNA) was employed to construct the co-expression network. Relevant modules in the network were identified and associated with clinical features. In addition, the On-modules (Z value below 0) were identified by Zsummary. The topological indicators such as density, centrality, and clustering coefficient were adopted to explore the dynamics of DHI efficacy at the network level and module level, respectively. In addition, the driver genes were screened by the personalized network control (PNC) algorithm. Finally, rat H9C2 cells were used to establish the model of hypoxia/reoxygenation (H/R), which was used to confirm the potential therapeutic target of DHI for SAP and provide a scientific basis for revealing the therapeutic mechanism of DHI. ResultWe identified 19 modules in the best efficacy group of DHI for SAP, and the comparison between day 0 and day 30 revealed 12 On-modules. The changes of network topological indicators at the network and module levels confirmed the correlation between the best efficacy of DHI treatment and topological dynamics. Finally, the driver genes, Klotho and fibroblast growth factor 22 (FGF22), in DHI treatment of SAP were verified by the H9C2 cell model of H/R. ConclusionBased on clinical transcriptome data, this study determined the composition-activity relationship of target modules of DHI for SAP, which provided a scientific basis for deciphering the efficacy-driven mechanism of DHI for SAP.
4.The downregulation of microRNA-4281 inhibits FOXP3 expression and induces Treg/Th17 immune imbalance in immune thrombocytopenic purpura
Siqi WANG ; Min LIANG ; Changyu TIAN ; Bo CHEN
Immunological Journal 2024;40(1):72-79
The purpose of this study was to investigate the role of miR-4281 in immune thrombocytopenic purpura(ITP)and its underlying mechanism.Differentially expressed miRNAs in ITP were searched by using GEO database.Newly diagnosed ITP patients,treatment-effective ITP patients and healthy subjects were collected.Venous blood was obtained and peripheral blood mononuclear cells(PBMCs)and CD4+T cells were separated.Real-time quantitative PCR was used to detect the expression of miR-4281 and other factors in cells.Flow cytometry was conducted to analyze the rate of CD4+CD25+FOXP3+Tregs and Th17 cells.Pearson correlation coefficient method was used to test the relationship between miR-4281 expression level and various factors.Bioinformatics analysis revealed an abnormal expression of miR-4281 in ITP.Compared with healthy subjects and treatment-effective ITP patients,the expression level of miR-4281 in newly diagnosed ITP was decreased.The expression level of miR-4281 in PBMCs of ITP patients was positively correlated with Tregs content and Treg/Th17,while negatively correlated with Th17 cell content.miR-4281 can promote the differentiation of Tregs cells and inhibit the differentiation of Th17.Furthermore,the expression level of miR-4281 is positively correlated with the expression level of FOXP3.Taken together,the expression level of miR-4281 is reduced in ITP.This decrease can inhibit the expression of FOXP3,cause Treg/Th17 immune imbalance,and promote the progression of ITP.
5.Effect of electroacupuncture on liver regeneration after partial hepatectomy in mice and role of Notch signaling pathway
Meilu YU ; Saiya ZHANG ; Siqi CHEN ; Fen WANG ; Sha LI ; Hongyu HU ; Weiqian TIAN
Chinese Journal of Anesthesiology 2024;44(7):843-849
Objective:To evaluate the effect of electroacupuncture on liver regeneration after partial hepatectomy in mice and the role of the Notch signaling pathway.Methods:Thirty-six SPF healthy male C57BL/6 mice, aged 6 weeks, weighing 20-22 g, were divided into 6 groups ( n=6 each) using a random number table method: sham operation group (group S), partial hepatectomy group (group PH), non-acupoint electroacupuncture+ partial hepatectomy group (group NPH), partial hepatectomy+ Fli-06 group (group PH+ F), acupoint electroacupuncture+ partial hepatectomy group (group EPH), and acupoint electroacupuncture+ partial hepatectomy+ Fli-06 group (group EPH+ F). All the mice except for group S underwent partial hepatectomy. Fli-06 4.8 mg/kg was intraperitoneally injected starting from 2 days before surgery, once a day, until the mice were sacrificed in group PH+ F and group EPH+ F, while the equal volume of 0.9% sodium chloride solution was injected in the other groups. In EPH group, electroacupuncture of bilateral " Zusanli" acupoints lasting for 15 min was performed using continuous waves with a frequency of 2 Hz and an intensity of 1 mA once a day starting from the time point immediately after surgery for 3 consecutive days. Mice were anesthetized at day 2 after partial hepatectomy, and blood samples were taken from the eyeball for determination of the serum alanine transaminase (ALT) and aspartate aminotransferase (AST) concentrations (using a fully automated biochemical analyzer) and concentrations of serum epidermal growth factor (EGF) and hepatocyte growth factor (HGF) (by enzyme-linked immunosorbent assay). The mice were subsequently sacrificed and liver tissues were taken for calculation of the liver mass to body mass ratio and for determination of the expression of liver proliferation marker Ki-67 (by immunohistochemical staining), proliferating cell nuclear antigen (PCNA), cyclin D1 (CCND1), Notch Intracellular Domain (NICD), and hypoxia-inducible factor-1alpha (HIF-1α) (using Western blot) and Notch1, jagged canonical Notch ligand 1 (Jagged1) and hairy and enhancer of split 1 (Hes1) mRNA (by real-time polymerase chain reaction). Results:Compared with group S, the serum ALT, AST, EGF and HGF concentrations were significantly increased, and the expression of hepatic Notch1, Jagged1 and Hes1 mRNA and Ki-67, PCNA, CCND1 and NICD was up-regulated in group PH ( P<0.05 or 0.01). Compared with group PH, the liver mass to body mass ratio and serum EGF and HGF concentrations were significantly increased, the serum ALT and AST concentrations were decreased, and the expression of hepatic Notch1, Jagged1, Hes1 mRNA and Ki-67, PCNA, CCND1, NICD and HIF-1α was up-regulated in group EPH, and the liver mass to body mass ratio and the serum HGF concentrations were significantly decreased, the serum ALT and AST concentrations were increased, and the expression of hepatic Jagged1 and Hes1 mRNA and Ki-67, PCNA, CCND1, NICD, and HIF-1α was down-regulated in group PH+ F ( P<0.05 or 0.01). Compared with group EPH, the liver mass to body mass ratio and serum EGF and HGF concentrations were significantly decreased, the serum ALT and AST concentrations were increased, and the expression of hepatic Notch1, Jagged1, Hes1 mRNA and Ki-67, PCNA, CCND1, NICD and HIF-1α was down-regulated in group EPH+ F ( P<0.01). Conclusions:Electroacupuncture at Zusanli acupoint promotes liver regeneration after partial hepatectomy in mice, and the mechanism may be related to the activation of the Notch signaling pathway.
6.Characterization of 19 novel gene mutation sites associated with autosome-dominant polycystic kidney disease
Junlan YANG ; Siqi PENG ; Zhiyuan WEI ; Jianan JIANG ; Bin WANG ; Fengmei WANG ; Xiaotong XIE ; Tian XU ; Xiaoliang ZHANG
Chinese Journal of Internal Medicine 2024;63(9):866-873
By analyzing the of genetic testing data of patients with renal polycystic kidney disease and their relatives, this study aims to identify unreported novel gene mutation sites associated with autosomal dominant polycystic kidney disease (ADPKD). Structural prediction software was employed to investigate protein structural changes before and after mutations, explore genotype-phenotype correlations, and enrich the ADPKD gene database. In this single-center retrospective study, patients with multiple renal cysts diagnosed from January 2019 to February 2023 at the Zhong Da Hospital Southeast University were included. Genetic and clinical data of patients and their families were collected. Unreported novel gene mutation sites associated with ADPKD were identified. The AlphaFold v2.3.1 software was used to predict protein structures. Changes in protein structure before and after mutations were compared to explore genotype-phenotype correlations and enrich the ADPKD gene database. Twelve mutated genes associated with renal cysts were detected in 52 families. Nineteen novel gene mutation sites associated with ADPKD were identified, including 17 mutations in the PKD1 gene (one splicing mutation, seven frameshift mutations, four nonsense mutations, one whole-codon insertion, and four missense mutations); one ALG9 missense mutation; and one chromosomal structural variation. Truncating mutations in the PKD1 gene were correlated with a more severe clinical phenotype, while non-truncating mutations were associated with greater clinical heterogeneity. Numerous novel gene mutation sites associated with ADPKD remain unreported. Therefore, it is essential to analyze the pathogenicity of these novel mutation sites, establish genotype-phenotype correlations, and enrich the ADPKD gene database.
7.A study on the present situation of depression of residents in Chongqing and its relationship with the administration satisfaction of standardized residency training
Siqi WU ; Yongzhu XU ; Renping TIAN ; Yi REN ; Xingchen LIU
Chinese Journal of Medical Education Research 2023;22(4):587-591
Objective:To understand the current situation and influencing factors of depression among residents in Chongqing, and to explore the relationship between depression and administration satisfaction of the standardized residency training.Methods:Stratified random cluster sampling was used to select 372 residents currently participating the standardized residency training in Chongqing. The patient health questionnaire (PHQ-9) and administration satisfaction of residency training questionnaire were used to conduct a cross-sectional survey on the depression status and satisfaction of residents in Chongqing. SPSS 21.0 software package was used for partial correlation analysis and binary logistic regression analysis to explore the relationship between depression and administration satisfaction of the standardized residency training.Results:Among the 372 residents, 218 had mild depression and above (58.60%). There was a significant difference in the incidence of depression among residents of different ages, educational background, marital status, working hours and administration satisfaction of residency training ( χ2 = 23.02, 17.35, 12.24, 21.70, 95.20; P = 0.028, 0.027, 0.016, 0.041, <0.001 respectively). Partial correlation analysis showed that there was a negative correlation between the total score of depression and the five aspects of the administration satisfaction (total score, instructors, training base, managers and training income) ( r=-0.52, -0.45, -0.47, -0.45, -0.40, all P<0.01). In the binary logistic regression analysis of depression and satisfaction,the satisfaction had a negative impact on depression, and its B value was -1.71, and OR value was 0.18, P<0.001. Conclusion:The incidence of depression among residents in Chongqing is high. Age, educational background, marital status, working hours and administration satisfaction are related to the degree of depression. And the higher the degree of depression, the lower the administration satisfaction of residents. Relevant departments should pay attention to the mental health of residents and improve the quality of standardized residency training.
8.Research on profile⁃based forehead morphology
Siqi Ding ; Xiuyun Zheng ; Tian Xing ; Xiaoyu Liu ; Tingting Wu
Acta Universitatis Medicinalis Anhui 2022;57(10):1656-1660
Objective :
This study aims to explore the general rules of profile⁃based forehead protrusion value and appearance in Anhui province, and the results will provide guidance for clinical orthodontic works on matching lateral forehead protrusion and the lower third of the face in the future.
Methods :
A total of 262 patients were included in this cross⁃sectional study. The materials for the study were the lateral cephalometric radiographs and standard 90⁃degree profile photographs taken from the subjects at the same time. The Frankfurt horizontal( FH) plane was used to calibrate the head position parallel to the ground. The samples were grouped according to genders, ages and dentoskeletal classifications. The measurement points of forehead protrusion in profile included hairline point and soft tissue nasion point. The point where the parallel line connecting two points was tangent to the forehead contour was defined as the most convex point. The value of forehead protrusion in profile was expressed by the distance between two parallel lines. The forehead morphology was studied by tracing the forehead on lateral photographs. P-values < 0. 05 were considered statistically significant.
Results :
The lateral forehead protrusion of female was larger than that of male, and the difference between male and female decreased gradually from children (P < 0. 001), adolescents (P < 0. 001) to adults. The shape of the forehead differed between the two sexes. Female forehead is round, protruding part in the middle, the overall appearance like an arc; Male forehead was more straight, the most convex point was generally located near the eyebrow arch.
Conclusion
Gender is an important factor influencing profile forehead protrusion and appearance. The difference between male and female forehead protrusion decreases with age. But the shape remains different.
9.Epidemiology of urticaria in China: a population-based study
Jiaqing LI ; Dandan MAO ; Shuoshuo LIU ; Ping LIU ; Jing TIAN ; Chenhong XUE ; Xiaojing LIU ; Ruiqun QI ; Bingxue BAI ; Jianjun NIE ; Siqi YE ; Yu WANG ; Yuye LI ; Qing SUN ; Juan TAO ; Shuping GUO ; Hong FANG ; Jianqin WANG ; Qiri MU ; Quanzhong LIU ; Yan DING ; Jianzhong ZHANG
Chinese Medical Journal 2022;135(11):1369-1375
Background::Urticaria is a common skin disease characterized by episodes of wheals, and it has a negative effect on patients’ quality of life. Large-scale population-based epidemiological studies of urticaria are scarce in China. The aim of this survey was to determine the prevalence, clinical forms, and risk factors of urticaria in the Chinese population.Methods::This survey was conducted in 35 cities from 31 provinces, autonomous regions, and municipalities of China. Two to three communities in each city were selected in this investigation. Participants completed questionnaires and received dermatological examinations. We analyzed the prevalence, clinical forms, and risk factors of urticaria.Results::In total, 44,875 questionnaires were distributed and 41,041 valid questionnaires were collected (17,563 male and 23,478 female participants). The lifetime prevalence of urticaria was 7.30%, with 8.26% in female and 6.34% in male individuals ( P < 0.05). The point prevalence of urticaria was 0.75%, with 0.79% in female and 0.71% in male individuals ( P < 0.05). Concomitant angioedema was found in 6.16% of patients. Adults had a higher prevalence of urticaria than adolescents and children. Living in urban areas, exposure to pollutants, an anxious or depressed psychological status, a personal and family history of allergy, thyroid diseases, and Helicobacter pylori infection were associated with a higher prevalence of urticaria. Smoking was correlated with a reduced risk of urticaria. Conclusion::This study demonstrated that the lifetime prevalence of urticaria was 7.30% and the point prevalence was 0.75% in the Chinese population; women had a higher prevalence of urticaria than men. Various factors were correlated with urticaria.
10.Intrapartum and early postpartum glycemic profiles in women with gestational diabetes mellitus: an observational study
Yu DING ; Xueying ZHENG ; Yujie LIU ; Tian WEI ; Tong YUE ; Siqi WANG ; Suyu CHEN ; Jianping WENG ; Sihui LUO
Chinese Medical Journal 2022;135(21):2547-2553
Background::Data on the glycemic profile of pregnant women with gestational diabetes mellitus (GDM) during the perinatal period are sparse. This study described the intrapartum and early postpartum glucose profiles among pregnant women with GDM, and analyzed factors potentially affecting glycemic parameters during the period.Methods::This was a prospective observational study conducted from March 2020 to November 2021. Pregnant women with GDM receiving lifestyle interventions alone during pregnancy and matched women with non-diabetic pregnancies (NDPs) were enrolled from among patients admitted to the obstetrics department for childbirth. Glucose monitoring was performed via a flash glucose monitoring (FGM) system on admission, and glucose readings during labor and early postpartum were analyzed. The clinical characteristics and FGM-based parameters of participants in the two groups were compared.Results::A total of 124 participants (mean age: 29.5 ± 3.5 years, 92 [74.2%] primipara) were included in the final analysis. A total of 17,571 glucose readings were retrieved. There were no significant differences in clinical characteristics between the GDM ( n = 60) and NDP ( n = 64) groups. The average glucose level was 92.2 mg/dL, and the level was higher in the GDM group (95.5 ± 12.1 mg/dL vs. 89.1 ± 13.4 mg/dL, P = 0.008) during the intrapartum and early postpartum periods. The data were split into the intrapartum period (from the start of labor to delivery of the placenta) and the early postpartum period (within 24 h after placental delivery) for analysis. During intrapartum, women with GDM exhibited glycemic profiles and fluctuations similar to those in the NDP group. However, women with GDM had higher postpartum glucose levels (97.7 ± 13.4 mg/dL vs. 90.8 ± 15.3 mg/dL, P = 0.009), a longer time spent >140 mg/dL (8.7 ± 9.3% vs. 5.9 ± 10.3%, P = 0.011), and greater glycemic fluctuations than those with NDP. Postpartum hyperglycemia in GDM might be associated with high parity and postprandial glucose abnormalities in GDM screening tests. Conclusion::Compared to those with normoglycemia, pregnant women with GDM receiving lifestyle interventions alone had similar intrapartum glucose profiles but higher early postpartum glucose levels and greater glucose variability, providing evidence for modification of the current perinatal glucose monitoring strategy for GDM.Trial Registration::ChiCTR.org.cn, ChiCTR2000030972


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