1.Ameliorative effect and mechanism of Forsythia suspensa-Lonicera japonica herb pair on acute lung injury via regulating serum exosomal miRNA
Zhaohua CHEN ; Shumin XIE ; Wanshun CHANG ; Yuqing HAN ; Yanwen CHEN ; Yanhui ZHU ; Mingzhuo CAO ; Haiying HUANG
China Pharmacy 2026;37(3):305-310
OBJECTIVE To study the ameliorative effect and mechanism of Forsythia suspensa-Lonicera japonica herb pair on acute lung injury (ALI) based on serum exosomal microRNA (miRNA). METHODS The rats were randomly divided into a blank group (normal saline), model group (nomal saline), and F. suspensa-L. japonica herb pair group (2.55 g/kg), with 10 rats in each group. Except for the blank group, the other groups were used to establish an ALI model by intratracheal dripping of 5 mg/ mL lipopolysaccharides. After modeling, each group was given relevant medicine/normal saline intragastrically, once a day, for 3 consecutive days. After the last medication, the pathological status of lung tissue was observed; lung wet-to-dry weight ratio and leukocyte counts in bronchoalveolar lavage fluid (BALF) were determined. The levels of inflammatory factors [tumor necrosis factor-α(TNF-α), interleukin-1β (IL-1β), IL-10] in BALF were determined. Exosomes were isolated from rat serum, and high- throughput sequencing technology was employed to screen differentially expressed miRNA within the exosomes, followed by Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis. Based on the screened differentially expressed miRNA and the enriched KEGG pathways, in vitro cellular experiments were conducted for validation. RESULTS The animal experimental results demonstrated that after intervention with the F. suspensa-L. japonica herb pair, the wet-to-dry weight ratio, the number of leukocytes in BALF, as well as the levels of TNF-α and IL-1β in BALF of ALI rats were all significantly reduced (P<0.01), while the level of IL-10 was significantly increased (P<0.01). The results of high-throughput sequencing experiments revealed that the F. suspensa-L. japonica herb pair could significantly up-regulate the expressions of miR-345-3p, miR-194-5p, miR-653-5p, and others in exosomes. Among them, the KEGG pathways involved in the target genes of differentially expressed miRNA included the hypoxia-inducible factor-1(HIF-1) signaling pathway, among others. The results of cellular E-mail:huang.haiying@126.com validation experiments showed that overexpressed miR-345-3p could significantly elevate the level of IL-10 in the cell supernatant (P<0.01), while significantly reducing the levels of TNF-α and IL-1β in the cell supernatant, as well as the mRNA and protein expression levels of protein kinase B1, phosphatidylinositol 3- kinase, and HIF-1α (P<0.01). CONCLUSIONS F. suspensa-L. japonica herb pair can alleviate inflammatory responses and thereby exert a therapeutic effect in improving ALI by up-regulating the expression of miR-345-3p in serum exosomes and inhibiting the activity of the HIF-1 signaling pathway.
2.Analysis of the gene mutation of patients with congenital plasminogen deficiency
Dandan YU ; Yanhui JIN ; Haixiao XIE ; Feng LIANG ; Yifan LU ; Fei XU ; Mingshan WANG ; Lihong YANG
Chinese Journal of Laboratory Medicine 2025;48(12):1581-1585
Objective:To analyze the gene mutations of 18 patients with plasminogen (PLG) deficiency and to explore the clinical manifestations caused by PLG gene mutations.Methods:This study belongs to observational study-descriptive study: case series.Clinical data from 18 patients with PLG deficiency admitted to the First Affiliated Hospital of Wenzhou Medical University from January 1st, 2021 to May 31st, 2025 were collected. The age ranged from 16 to 70 years old, with an average of 48 years old. Among them, there were 10 males and 8 females. Anticoagulant blood samples were taken before treatment to measure and analyze plasminogen activity (PLG:A), plasminogen antigen (PLG:Ag), protein C activity, protein S activity, fibrinogen, antithrombin activity, D-dimer, and fibrin (fibrinogen) degradation products. PCR direct sequencing was used to analyze the 19 exons and flanking sequences of the PLG gene in these patients, and reverse sequencing was employed to verify the suspected mutations.Results:For the 18 patients, cranial MRI showed fresh cerebral infarction lesions, and PLG:A levels ranged from 19% to 67%, while no other lab indicators showed significant abnormalities, all presenting with dysplasminogenemia. Genetic analysis revealed five types of PLG gene mutations: c.1858G>A (p.Ala620Thr) heterozygous mutation, c.1858G>A (p.Ala620Thr) homozygous mutation, c.398A>G (p.His133Arg) heterozygous mutation, c.2108G>A (p.Gly703Asp) heterozygous mutation, and c.1702G>A (p.Gly568Arg) heterozygous mutation. Among the above, the c.1858G>A heterozygous mutation was the most common, and c.398A>G and c.1702G>A were identified for the first time.Conclusion:Patients with plasminogen deficiency caused by PLG gene defects are prone to occur cerebral infarction events, which may be related to impaired fibrinolytic function due to PLG gene mutations.
3.Analysis of a Chinese pedigree affected with hereditary factor Ⅶ deficiency due to compound heterozygous variants of F7 gene.
Fei XU ; Anqing ZOU ; Haixiao XIE ; Fengjiao WANG ; Lihong YANG ; Mingshan WANG ; Yanhui JIN
Chinese Journal of Medical Genetics 2025;42(10):1265-1271
OBJECTIVE:
To investigate the molecular pathogenic mechanisms of a family with hereditary factor Ⅶ (FⅦ) deficiency.
METHODS:
A family (3 generations, 12 members) with hereditary FⅦ deficiency, in which the proband presented with menorrhagia and was admitted to the First Affiliated Hospital of Wenzhou Medical University in April 2023, was selected as the study subject. Clinical data of the family members were collected. Peripheral venous blood samples were collected from all 12 members for routine coagulation tests and genomic DNA extraction. All exons and flanking sequences of the F7 gene were amplified by PCR and analyzed by Sanger sequencing. Thrombin generation assay was performed to evaluate the coagulation potential of the proband and her parents. Multiple online bioinformatics software tools were used to analyze the conservation and pathogenicity of candidate variants identified in the proband. The pathogenicity of variant was classified according to the Standards and Guidelines for the Interpretation of Sequence Variants released by American College of Medical Genetics and Genomics (ACMG) (hereinafter referred to as ACMG guidelines). Homology modeling of the variant FⅦ protein was performed using homology modeling (SWISS-MODEL). Amino acid sequence alignment between wild-type and variant FⅦ proteins was conducted using MEGA v7, and spatial conformational differences were analyzed using PyMOL to assess the potential impact of the F7 gene variants on the structure and function of the FⅦ protein. This study was approved by the Ethics Committee of the First Affiliated Hospital of Wenzhou Medical University (Ethics No.: KY2022-R193).
RESULTS:
Coagulation tests showed that the proband's prothrombin time (PT) was significantly prolonged to 33.1 s, and both factor Ⅶ activity (FⅦ:C) and antigen (FⅦ:Ag) levels were reduced to 2%. Her parents, eldest sister, second sister, younger brother, and four children all showed mildly prolonged PT, with FⅦ:C and FⅦ:Ag levels approximately 50% of normal. Genetic sequencing identified compound heterozygous variants in the F7 gene of the proband: a heterozygous missense variant c.722C>A (p.Thr241Asn) in exon 7, and a heterozygous deletion variant c.1261_1261delA (p.Ile421Ser*fs75) in exon 8. Retrieval from domestic and international databases found no previous reports of the latter variant, suggesting it is novel. Familial co-segregation analysis confirmed that these variants were inherited from her father and mother, respectively. The thrombin generation assay demonstrated that the proband had a significantly decreased peak thrombin height (peak ratio: 29.5%), significantly increased thrombin lag time ratio and time-to-peak ratio (3.03 and 2.93, respectively), but only a mildly decreased endogenous thrombin potential (ETP) ratio of 90.7%. Online bioinformatics analysis indicated that threonine-241 (p.Thr241) in the FⅦ protein was not conserved, while isoleucine-421 (p.Ile421) was highly conserved. Both the p.Thr241Asn and p.Ile421Serfs*75 variant sites in the proband's F7 gene were predicted to be pathogenic. According to the ACMG guidelines, the p.Thr241Asn (PM3+PP1+PP3+PP4+PP5) and p.Ile421Ser*fs75 (PM2+PM4 +PP1+PP3+PP4) variants were both classified as "likely pathogenic". Structural analysis of the FⅦ protein indicated that the p.Ile421Ser*fs75 frameshift variant led to the substitution of Cysteine-428 by Alanine, preventing the formation of a critical disulfide bond between amino acid residues 400 and 428 present in the wild-type FVII protein.
CONCLUSION
The compound heterozygous variants p.Thr241Asn and p.Ile421Ser*fs75 in the F7 gene are likely the genetic etiology responsible for the reduced FⅦ levels in this hereditary FⅦ deficiency family.
Adult
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Female
;
Humans
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Male
;
Middle Aged
;
China
;
Factor VII/chemistry*
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Factor VII Deficiency/genetics*
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Heterozygote
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Mutation
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Pedigree
;
East Asian People/genetics*
4.Genetic analysis of a family with inheritary coagulation factor Ⅹ deficiency due to compound heterozygous variants p.Phe71Ser and p.Val424Phe.
Shuangnyu LIN ; Bile CHEN ; Zuoting XIE ; Lihong YANG ; Mingshan WANG ; Yanhui JIN
Chinese Journal of Medical Genetics 2025;42(10):1272-1277
OBJECTIVE:
To analyze the phenotype and genotype of a family with hereditary coagulation factor Ⅹ (FⅩ) deficiency and preliminarily explore its molecular pathogenesis.
METHODS:
A hereditary FⅩ deficiency pedigree presented at the First Affiliated Hospital of Wenzhou Medical University on August 13, 2024 was selected as the study subject. Coagulation parameters of the proband and her family members (7 individuals from 3 generations) were measured using a one-stage clotting assay. All of the 8 exons and flanking sequences of the F10 gene were amplified by PCR and directly sequenced. Bioinformatics software was used to analyze the functional impact and pathogenicity of the variant proteins, as well as the spatial conformational changes and evolutionary conservation of the mutation sites. This study has been approved by the Medical Ethics Committee of the First Affiliated Hospital of Wenzhou Medical University (Ethics No.: KY2022-R193).
RESULTS:
The proband exhibited significantly abnormal prothrombin time (PT, 33.3 s), activated partial thromboplastin time (APTT, 47.7 s), and FⅩ activity (FⅩ:C, 3%), while other coagulation parameters remained normal. The plasma thromboplastin generation test (PTGT) demonstrated that the proband and her children had lower thromboplastin generation levels compared with the healthy control group, and the proband's thromboplastin generation capacity was more severely impaired. Genetic analysis revealed that the proband, her daughter, and grandson have all harbored a heterozygous missense variant c.212T>C (p.Phe71Ser) in exon 2 of the F10 gene, which was located in the β-sheet core region of the Gla domain. The variant has altered surrounding hydrogen bonds and disrupted calcium-binding sites. Additionally, the proband, her son, and granddaughter have all carried a heterozygous missense variant c.1270G>T (p.Val424Phe) in exon 8, which increased the side-chain volume, leading to steric hindrance in the catalytic domain and impaired coagulation function. Bioinformatics analysis confirmed that both p.Phe71Ser and p.Val424Phe were pathogenic variants, with Phe71 and Val424 being highly conserved residues.
CONCLUSION
The reduced FⅩ levels in this hereditary FⅩ-deficient family may be attributed to the heterozygous missense variants c.212T>C (p.Phe71Ser) in the exon 2 and c.1270G>T (p.Val424Phe) in the exon 8 of the F10 gene.
Humans
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Female
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Male
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Pedigree
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Adult
;
Heterozygote
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Mutation
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Middle Aged
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Factor X/genetics*
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Exons
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Factor X Deficiency/genetics*
5.Molecular pathogenesis of a novel p.Cys467Tyr missense variant underlying Hereditary factor Ⅻ deficiency.
Langyi QIN ; Yanhui JIN ; Yaosheng XIE ; Fengjiao WANG ; Lihong YANG ; Haixiao XIE ; Mingshan WANG ; Meina LIU
Chinese Journal of Medical Genetics 2025;42(12):1424-1430
OBJECTIVE:
To investigate the molecular mechanism for a family with Hereditary coagulation factor Ⅻ (FⅫ) deficiency.
METHODS:
The proband, a 63-year-old female, was admitted to the First Affiliated Hospital of Wenzhou Medical University in August 2024 for lumbar disc herniation. Coagulation tests, including prothrombin time (PT), activated partial thromboplastin time (APTT), and FⅫ activity (FⅫ:C), were carried out for the proband and her family members (9 individuals from three generations) using a one-stage clotting assay. The level of FⅫ antigen (FⅫ:Ag) was determined with an Enzyme-linked immunosorbent assay (ELISA). Sanger sequencing was conducted to identify potential variants in the F12 gene. Multiple in silico tools were used to predict the conservation, hydrophobicity, and structural impact of the identified variants. Recombinant expression plasmids were constructed and transiently transfected into HEK293T cells. The recombinant FⅫ protein was analyzed using Western blotting (WB) and ELISA. This study was approved by the Ethics Committee of the First Affiliated Hospital of Wenzhou Medical University (Ethics No.: KY2022-R193).
RESULTS:
The proband showed a markedly prolonged APTT (160.3 s) and significantly decreased FⅫ:C (2%) and FⅫ:Ag (5%) levels. Analysis of the F12 gene sequence revealed a 46C/T genotype in the promoter region, a heterozygous c.1457G>A (p.Cys467Tyr) missense variant in exon 12, and a heterozygous c.1561G>A (p.Glu502Lys) missense variant in exon 13. Bioinformatic analysis showed that the p.Cys467 is highly conserved across various species, and the p.Cys467Tyr variant may affect local structural stability of the FⅫ protein. The p.Cys467Tyr variant had no effect on the transcription of the F12 gene. However, the variant has significantly decreased the FⅫ:Ag levels and FⅫ protein expression in the cell culture supernatant compared to the wild-type expression vector, while in the cell lysate, it is higher than the wild-type expression vector. In other words, the p.Cys467Tyr variant has probably caused a secretion defect of FⅫ protein.
CONCLUSION
The 46C/T genotype, the heterozygous p.Cys467Tyr missense variant, and the heterozygous p.Glu502Lys missense variant are associated with reduced plasma FⅫ levels in this pedigree. The p.Cys467Tyr variant, which was unreported previously, did not affect the synthesis of FⅫ but may have resulted in a secretion defect.
Humans
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Female
;
Middle Aged
;
Mutation, Missense
;
Pedigree
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HEK293 Cells
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Male
;
Factor XII/genetics*
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Adult
;
Factor XII Deficiency/genetics*
6.DDX24 promotes lymphangiogenesis and lymph node metastasis via AGRN production in cervical squamous cell carcinoma.
Baibin WANG ; Yuan ZHUANG ; Chongrong WENG ; Yanhui JIANG ; Bingfan XIE ; Lijie WANG ; Yingying DONG ; Xiangpei FANG ; Jianzhong HE ; Xiaojin WANG ; Huanhuan HE ; Yong CHEN ; Huilong NIE
Chinese Medical Journal 2025;138(3):361-363
7.Analysis of adverse reaction reports on Xuesaitong (血塞通) preparations and mining of coagulation disorders/bleeding risk signals
Wenwen GAO ; Lubo GUO ; Yanjun XIE ; Qiuhong ZHANG ; Xia LI ; Yanhui YIN
Adverse Drug Reactions Journal 2025;27(8):479-485
Objective:To investigate the occurrence and characteristics of adverse reactions of Xuesaitong preparations, mine its coagulation disorders/bleeding risk signals, and provide references for its safe and rational use in clinic. Methods:The reports of adverse drug reactions (ADR) caused by Xuesaitong preparations from August 2003 to August 2023 in the database of Shandong Provincial Center of Adverse Drug Reaction Monitoring were collected. ADR were counted and classified using the system organ class (SOC) and preferred term (PT) of Medical Dictionary for Regulatory Activities 26.1. Three methods, namely the reporting odds ratio (ROR), the proportional reporting ratio (PRR), and the comprehensive standard method of the Medicines and Healthcare Products Regulatory Agency (MHRA) of the United Kingdom, were used to detect the risk signals of coagulation disorders/bleeding in using Xuesaitong preparations. Results:A total of 17 015 reports of ADR related to Xuesaitong preparations were collected, involving 9 dosage forms, in which injection dosage form accounted for 95.50% (16 250/17 015). The median age of the patients was 62 years, 44.87% of the cases were 45-64 years and 42.90% of them were 65 years and above. There were 2 217 cases of severe ADR reports, accounting for 13.03% (2 217/17 015). A total of 18 SOCs were involved, the top 3 were skin and subcutaneous tissue diseases, systemic diseases and drug administration site reactions, and neurological diseases. A total of 54 PTs were not recorded in the instructions, among which 34 were severe. Ninety-three cases about coagulation disorders/bleeding (98 times) were reported, the top 3 PTs were hematuria [24.49% (24/98)], purpura [11.22% (11/98)], and epistaxis [10.20% (10/98)]. Seven dosage forms of Xuesaitong preparations were involved, the top 3 were Xuesaitong for injection (freeze-dried) (48 cases, accounting for 51.61%), Xuesaitong injection (29 cases, accounting for 31.18%), and Xuesaitong tablets (8 cases, accounting for 8.60%). Among 93 reports of coagulation disorders/bleeding, there were 23 severe cases, accounting for 24.73%, which was significantly higher than that in other reports (12.97%), and the difference was statistically significant ( P<0.001). Sixteen PTs about coagulation disorders/bleeding were not recorded in the instructions, among which 9 were severe. The proportion of cases with onset time longer than 7 days in ADRs about coagulation disorders/bleeding was higher than that in other ADRs [22.58%(21/93) vs. 7.43%(1 258/16 922), P<0.001]. The risk signals of coagulation disorders/bleeding were mined for Xuesaitong for injection (freeze-dried), Xuesaitong injection, Xuesaitong tablets, and Xuesaitong capsules, and the risk signal density of Xuesaitong tablets was the strongest. Conclusions:The ADRs of Xuesaitong preparations involve multiple systems and organs. Among them, Xuesaitong for injection (freeze-dried), Xuesaitong injection, Xuesaitong tablets, and Xuesaitong capsules have a strong association with coagulation disorders/bleeding risks, and the proportion of severe cases is relatively high. However, the relevant risk warning information is not included in the drug instructions of some manufacturers. Medication monitoring needs to be strengthened and timely intervention should be carried out in clinic.
8.Expression and clinical significance of genes associated with advanced autophagy in peripheral blood mononuclear cells of patients with ankylosing spondylitis
Xiu LI ; Hongyuan XIE ; Yang WANG ; Xia LIAO ; Yanhui LI ; Mei WANG ; Yufeng QING
Chinese Journal of Rheumatology 2025;29(1):8-15
Objective:To detect the expression of autophagy-related genes (ATGs) involved in the late stage of autophagy in peripheral blood mononuclear cells (PBMCs) of patients with ankylosing spondylitis (AS), analyze the difference and explore its possible clinical significance.Methods:① Peripheral blood specimens and clinical data were collected from 90 AS patients (AS group) who attended the outpatient clinic of the Department of Rheumatology and Immunology of the Affiliated Hospital of North Sichuan Medical College from March 2022 to August 2023, among which 30 patients were treated with secukinumab monoclonal antibody for 24 weeks (the treatment group), and clinical data and peripheral blood specimens from 45 healthy individuals (the HC group) who had medical checkups in the Affiliated Hospital of Chuanbei Medical College during the same period were used as the control group. As the control group, the mRNA expression levels of six ATGs (ATG5, ATG7, LC3-Ⅱ, ATG4B, ATG2A, ATG10) involved in the late autophagy stage were detected in PBMCs of peripheral blood specimens by RT-qPCR, and were compared among different groups, and the measured data conformed to the normal distribution were analyzed using the paired t-test, and the abnormal distribution date were analyzed using the Wilcoxon signed-rank test. Wilcoxon signed-rank test was used for measurement data, and Spearman correlation analysis was used for correlation analysis. ② Receiver operating curve (ROC) was used to verify the difference in the expression of ATGs in the late stage of autophagy between AS group and HC group to evaluate its value in the diagnosis of AS and the inflammatory state of the disease. Results:① Compared with the HC group, ATG2A [2.00(1.10, 2.70)×10 -3, 7.50(4.60, 10.0)×10 -3, Z=-6.67, P<0.001], ATG5 [3.60 (2.30, 5.30)×10 -3, 7.20(5.50, 9.20)×10 -3, Z=-3.63, P=0.001], LC3Ⅱ[25.70(8.50, 35.00)×10 -3, 52.20(45.00, 69.10)×10 -3, Z=-5.87, P<0.001] and ATG7[5.50(3.20, 8.10)×10 -3, 8.30(5.20, 9.80)×10 -3, Z=-2.38, P=0.017] the mRNA expressions were significantly decreased in the AS group. ②ATG5 mRNA expression was negatively correlated with platelet count ( r=-0.35, P=0.008), LC3-Ⅱ was negatively correlated with estimated glomerular filtration rate ( r=-0.33, P=0.017), ATG7 was positively correlated with absolute basophil count ( r=0.33, P=0.011),ATG10 was negatively correlated with estimated glomerular filtration rate and C-reactive protein (CRP) was negatively correlated ( r=-0.30, P=0.032). ③ The area under the ROC curve (AUC) of ATG2A mRNA expression level for predicting AS was 0.910, and the sensitivity and specificity were 94.6% and 83.8% respectively. ④ After 24 weeks of treatment with secukinumab, the mRNA expression levels of ATG2A[2.00(1.20, 2.90)×10 -3, 4.90(0.10, 7.40)×10 -3, Z=-3.75, P<0.001] and LC3-Ⅱ[2.00(1.20, 2.90)×10 -3, 4.90(0.10, 7.40)×10 -3, Z=-3.75, P<0.001]were elevated in the AS patients. Conclusion:Late autophagy-related genes ATG2A, ATG5, LC3II, ATG7 may be involved in AS development.The AUC of ATG2A in AS is 0.91, suggesting that ATG2a is expected to be a biological indicator for early diagnosis of AS. Secukinumab may be involved in the regulation of autophagy by affecting the expression of late autophagy genes, but the specific mechanism needs to be further explored.
9.Development and implementation of a new operation and management model of"one body,two wings and three drives"in a public hospital in Shenzhen
Yue QIU ; Xiaorou XIE ; Wei JIANG ; Qingshan GENG ; Bin DAI ; Yanhui KUANG ; Yunping WANG ; Jun SUN ; Haokai ZHAI
Modern Hospital 2025;25(5):734-737
Objective To assess the efficacy of an innovative operational management model in enhancing the refined operational management of a public hospital.Methods An innovative operational management model,"One Body,Two Wings and Three Drives",was developed,which involved establishing a systematic operational management system,strengthening per-formance and cost control,and reinforcing the supporting roles of discipline construction,scientific and technological innovation,and smart hospital initiatives.This comprehensive approach aimed to systematically promote hospital operational management re-forms and improve overall efficiency and quality.Results After using this model,the hospital presented continuous improve-ments in operational efficiency and medical quality,with key performance indicators trending positively.Over the past three years,the average annual growth rate of outpatient and emergency service visits reached 6.6%,inpatient service visits increased by 5.7%,and the Case Mix Index(CMI)rose by 0.22 over two consecutive years.Conclusion This model is highly systemat-ic,practical,and policy-compatible,providing a replicable path for the high-quality development of public hospitals.
10.Development and validation of a nomogram model based on the homocysteine/free triiodothyronine ratio for predicting major adverse cardiovascular events in elderly patients with chronic heart failure
Mengfan YE ; Luqiong LIU ; Yanhui WANG ; Tianyun WANG ; Juan XIE
Chinese Journal of General Practitioners 2025;24(10):1246-1253
Objective:To develop and validate a nomogram prediction model for major adverse cardiovascular events (MACE) in elderly patients with chronic heart failure (CHF) based on the ratio of homocysteine to free triiodothyronine (HCY/FT3).Methods:This research was a prognostic study. A total of 1 301 elderly patients with CHF admitted to the Department of General Practice of Shanghai Fifth People′s Hospital Affiliated to Fudan University from January 2018 to January 2023 were enrolled and divided into MACE group ( n=564) and non-MACE group ( n=737) according to whether MACE occurred at the end of the follow-up. Baseline clinical data was collected. The follow-up period was 18 months, with the follow-up deadline being June 30, 2024. The primary endpoint was the occurrence of MACE, including death from any cause or re-hospitalization due to heart failure. Multivariate logistic regression analysis was used to determine the independent risk factors for MACE of elderly patients with CHF ( P<0.05). All patients included were randomly allocated into a training cohort ( n=913) and a validation cohort ( n=388) in a 7∶3 ratio. A nomogram prediction model was developed. The model was internally validated by bootstrapping. The discriminative ability of the model was assessed by calibration curves and receiver operating characteristic (ROC) curves. Results:Multivariable logistic regression analysis demonstrated that atrial fibrillation history, lower diastolic blood pressure, elevated uric acid, elevated free thyroxine (FT4), higher HCY/FT3 ratio, and lower left ventricular ejection fraction (LVEF) were independent predictors of MACE in elderly CHF patients ( P<0.05). A nomogram model incorporating these factors was developed. Internal validation using bootstrapping showed good calibration, as both training and validation cohort calibration curves closely approximated the ideal line. ROC curve analysis indicated an area under the curve of 0.721 (95% CI: 0.661-0.782) for the nomogram in predicting MACE. Conclusions:We developed and internally validated a nomogram incorporating the HCY/FT3 ratio to predict MACE risk in elderly CHF patients. This model demonstrated acceptable discrimination and good calibration, suggesting potential clinical utility for risk stratification.

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