1.Role of lupus murine B cells in abnormal development of T cell subsets
Chinese Journal of Rheumatology 2017;21(8):508-512
Objective To study the effects of B cells from lupus prone Triple congenic (TC) mouse model on the differentiation and development of T cell subsets. Methods The spleen size and B cell numbers were measured, and surface CD40, CD86 and Ⅰ-Ab molecules on B cells as well as CD4+T cell subsets were detected using flow cytometry when the spontaneous systemic lupus erythematosus (SLE) model TC mice and control B6 mice were 6 months old. In addition, the chimera of TC B cells and B6 CD4+T cells or chimera of B6 B cells and B6 CD4+ T cells were transferred into B6.Rag-/- mice via intravenous injection. Then, T cell subsets in the spleen of recipient B6.Rag-/-mice were observed 7 days after cell transplantation. Results TC mice had significantly bigger spleen [(5337±934) mg] and more CD19+B cell number [(276.0±48.7)×107] than control B6 mice [spleen weight: (91±4) mg; B cell number: (6.4±0.3)×107](P<0.01). TC mice showed markedly increased CD40 [MFI (63.6±3.1)], CD86 [(MFI (18.96±0.44)] and Ⅰ-Ab [MFI (637±41) on spleen B cells compared with that of B6 mice [CD40 MFI: (36.6 ±2.0); CD86 MFI: (14.26 ±0.19); Ⅰ-Ab MFI: (307 ±23)] (P<0.01). In addition, TC mice revealed notably more Th1 subset [(36.54 ±4.22)%] in spleen than B6 mice [Th1 subset: (19.90±0.10)%] [P<0.01], but both strains had equivalent percentages of Th17 and IL-21+CD4+T cell populations (P>0.05). The recipient B6.Rag-/-mice transplanted with TC B cells had significantly more Th1 subset [(54.1±2.8)%] and IL-21+CD4+T cell population [(14.3±1.0)%], but less Th17 subset [(2.05±0.09)%] in spleen than the recipient B6.Rag-/-mice administered by B6 B cells [Th1 subset: (39.5±1.1)%; IL-21+CD4+T cell population:(7.5±1.2)%;Th17 subset:(6.45±1.10)%](P<0.01). Conclusion The B cells of lupus-prone TC mice exhibit a markedly hyper-activation in spleen, and promote CD4+T cells differentiation preferentially into Th1 subset and IL-21+CD4+T cell population, which may further contribute to SLE pathogenesis.
2.Risk assessment of coronary artery occlusion based on integrated Chinese and western medicine data
ZHANG Jiyu ; XU Jiatuo ; TU Liping ; WANG Yu
Digital Chinese Medicine 2024;7(4):419-428
Methods:
Data of TCM indicators (tongue, facial, and pulse diagnostics) and clinical parameters from patients diagnosed with CHD at the Cardiology Department of Shanghai Baoshan Hospital of Integrated Traditional Chinese and Western Medicine, from October 3, 2023 to March 15, 2024, were collected. Important variables were identified using importance screening and correlation analysis with CHD risk factors and laboratory markers. Six machine learning models including logistic regression (LR), decision tree (DT), support vector machine (SVM), k-nearest neighbors (KNN), random forest (RF), and gradient boosting (GB), were applied to evaluate the risk of coronary artery obstruction by combining clinical and TCM data of CHD. Model performance was assessed using metrics such as accuracy, precision, and recall, with reliability validated through ten-fold cross-validation.
Results:
A total of 288 patients were included in the study. Fifteen clinical risk factors, including body mass index (BMI), myoglobin, and alcohol consumption history, were incorporated into the diagnostic models. The KNN model showed good performance when combining clinical data with tongue and facial data. The SVM model performed well when clinical data was combined with pulse data. Among all the models, the KNN model with 10-fold cross-validation, which integrates the three types of TCM diagnostic data (tongue, face, and pulse) with clinical data, performs the best (accuracy: 0.837, precision: 0.814, and recall: 0.809).
Conclusion
Incorporating TCM diagnostic data can enhance the accuracy of coronary artery obstruction risk assessment. The KNN prediction model that integrate tongue, facial, and pulse data performs the best and can be recommended as a clinical decision support tool.
3.Construction and evaluation of a predictive model for the degree of coronary artery occlusion based on adaptive weighted multi-modal fusion of traditional Chinese and western medicine data
Jiyu ZHANG ; Jiatuo XU ; Liping TU ; Hongyuan FU
Digital Chinese Medicine 2025;8(2):163-173
Objective:
To develop a non-invasive predictive model for coronary artery stenosis severity based on adaptive multi-modal integration of traditional Chinese and western medicine data.
Methods:
Clinical indicators, echocardiographic data, traditional Chinese medicine (TCM) tongue manifestations, and facial features were collected from patients who underwent coronary computed tomography angiography (CTA) in the Cardiac Care Unit (CCU) of Shanghai Tenth People's Hospital between May 1, 2023 and May 1, 2024. An adaptive weighted multi-modal data fusion (AWMDF) model based on deep learning was constructed to predict the severity of coronary artery stenosis. The model was evaluated using metrics including accuracy, precision, recall, F1 score, and the area under the receiver operating characteristic (ROC) curve (AUC). Further performance assessment was conducted through comparisons with six ensemble machine learning methods, data ablation, model component ablation, and various decision-level fusion strategies.
Results:
A total of 158 patients were included in the study. The AWMDF model achieved excellent predictive performance (AUC = 0.973, accuracy = 0.937, precision = 0.937, recall = 0.929, and F1 score = 0.933). Compared with model ablation, data ablation experiments, and various traditional machine learning models, the AWMDF model demonstrated superior performance. Moreover, the adaptive weighting strategy outperformed alternative approaches, including simple weighting, averaging, voting, and fixed-weight schemes.
Conclusion
The AWMDF model demonstrates potential clinical value in the non-invasive prediction of coronary artery disease and could serve as a tool for clinical decision support.
4.Contents Determination of Rosin Acid in Rheumatoid Arthritis Tablet by HPLC-MS/MS
Jianlong YANG ; Yanli QU ; Tongtong XU ; Xiao XING ; Yanfei ZHANG ; Jiyu GONG
China Pharmacy 2015;(30):4299-4300,4301
OBJECTIVE:To establish a method for the content determination of rosin acid in Rheumatoid arthritis tablet. METH-ODS:HPLC was performed on the column of ZORBAX SB-C18 with mobile phase of acetonitrile-0.1% formic acid(82∶18,V/V) at flow rate of 1.0 ml/min ,detection wavelength was 241 nm ,column temperature was 30 ℃ and volume injection was 10 μl. MS/MS column was ZORBAX SB-C18 with mobile phase of acetonitrile-0.1% formic acid(80∶20,V/V)at flow rate of 0.2 ml/min;column temperature was 30 ℃;volume injection was 0.5 μl. Ionization mode was ESI+,atomization gas pressure was 25 psi,gas flow as 8.0 L/min,capillary voltage was 4 000 V,capillary outlet voltage was 120 V,precursor ion was 303 m/z,scan range was 50-500 m/z and the gas temperature was 350 ℃. RESULTS:The linear range of rosin acid was 2.5-100.0 μg/ml. RSDs of preci-sion,stability and reproducibility tests were lower than 2.0%,recoveries was 96.75%-98.11%(RSD=0.53%,n=6). CONCLU-SIONS:The method is simple,accurate and reproducible,and suitable for the content determination of rosin acid in Rheumatoid arthritis tablet.
5.Diagnosis and surgical treatment of hyperextension cervical spine injury combined with interverte-brad disk injury
Zhaowan XU ; Qingshan ZHUANG ; Jiyu GE ; Bingwu WANG ; Cuoxia SUI ; Xubin JI
Chinese Journal of Trauma 2009;25(7):594-597
Objective To discuss diagnosis and anterior surgical treatment of hyperextensian cervical spine injury combined with intervertebral disk injury. Methods A retrospective study was done on clinical data of 27 patients who suffered from hyperextension cervical spine injury combined with intervertebral disk injury to analyze their age distribution, clinical symptomes, X-ray and MRi manifesta-tions and perioperative intervertebral disk injury. All patients were treated with discectomy, strut bone grafting within vertebral bodies and internal fixation with titanium plate. The clinical outcomes were evalu-ated by using Frankel scale and ASIA motor score (AMS). Results Both MRI and X-ray detected following abnormal pathological changes in all patients: rupture of anterior longitudinal ligament, horizon-tal tear of disk, intervertebral disk hernia, compression and edema of spinal cord. The follow-up lasted for 9-32 months (average 17.5 months), which showed that all patients got improvement for 1-3 scales except that one patient with Frankel A had no improvement in neurological function. Compared with AMS on admission, both AMS at two months after surgery and at final follow-up was increased significantly, with recovery rate of AMS for 44.9% and 68.1%, respectively. There found no hardware related compli-cations such as implant loosening, defluxion or breakage. Bone fusion was found in all fixation segments. Conclusions MRI and X-ray are important examination means for hyperextension cervical spine injury combined with intervertebral disk injury. On a specified diagnosis, anterior surgical treatment should be done early and can get satisfactory recovery of spinal cord function.
6.Clinical and cytogenetics studies on acute myeloid leukemia with abnormality of chromosome 11.
Ying LU ; Weilai XU ; Zhimei CHEN ; Jiyu LOU ; Jie JIN
Chinese Journal of Medical Genetics 2008;25(5):583-585
OBJECTIVETo investigate the incidence of chromosome 11 abnormality in acute myeloid leukemia and its relationship with the clinical aspects and prognosis.
METHODSConventional cytogenetic analysis of R-band was used to detect the abnormalities of chromosome 11 in 356 acute myeloid leukemia patients.
RESULTSThirty-four out of 356 patients (9.55%) had abnormalities of chromosome 11, of which 20 (58.8%) involved in 11q23, 7 (19.9%) had translocations involving 11p15, 5 (14.7%) had-11, and the rest had other abnormalities such as +11, and t(11;14). The incidence of 11q23 involvement in M4 and M5 was higher than other subtypes of acute myeloid leukemia (AML). Ten cases with 11q23 abnormality had additional cytogenetic aberrations. In 30 cases treated with chemotherapy, 13 cases acquired complete remission (CR). The CR rate was lower than that of whole cases of acute myeloid leukemia(34.3% versus 64.0%). The CR rate of AML with 11q23 abnormality was lower than that of AML with normal karyotype (25% versus 55.6%). In other 10 patients with additional chromosome aberrations, the CR rate was lower than that of AML with 11q23 alone. In 7 patients with translocations at 11p15, only 3 patients acquired CR, and 2 patients relapsed early. Only 2 patients acquired CR in 5 patients with-11.
CONCLUSION11q23 was a frequent aberration in chromosome 11 anomaly, which was often detected in M4 and M5. It might be associated with the pathogenesis of acute monolytic leukemia. The patients with chromosome 11 anomaly had poorer prognosis.
Adolescent ; Adult ; Aged ; Aged, 80 and over ; Chromosome Aberrations ; Chromosomes, Human, Pair 11 ; genetics ; Humans ; Karyotyping ; Leukemia, Myeloid, Acute ; genetics ; pathology ; therapy ; Male ; Middle Aged ; Recurrence ; Translocation, Genetic ; Treatment Outcome
7. Analysis of mortality and probability of premature death caused by four main non-communicable diseases in Shandong Province, 2015
Jiyu ZHANG ; Jie CHU ; Zilong LU ; Xiaolei GUO ; Aiqiang XU
Chinese Journal of Preventive Medicine 2019;53(3):316-318
Based on the data from Shandong Province death registration system in 2015, the mortality rate was adjusted by the results of underreporting rate investigation, and the probability of premature death of non-communicable diseases was calculated by life table method. A total of 728 287 deaths caused by four main non-communicable diseases (NCDs) including cardiovascular and cerebrovascular diseases, malignant tumor, diabetes, and chronic respiratory disease, accounting for 85.83% of the total death in 2015. The death of cardiovascular and cerebrovascular diseases and malignant tumor accounted for 50.90% and 25.69% respectively. The probability of premature death was 17.84%. The probability in males was higher than that in females (23.12% vs 12.25%). The highest probability of premature death in urban was cancer, but in rural was cardiovascular and cerebrovascular diseases. The probability increased from the East areas to the West. The highest probability reached at 21.50% in the Western underdeveloped areas, and the lowest probability was in Dongying City (14.84%) and Weihai City (14.94%) in the coastal areas.
8.Prevalence of dyslipidemia among residents aged 18-69 years in Shandong province of China, 2011.
Jiyu ZHANG ; Junli TANG ; Xiaolei GUO ; Jing DONG ; Jie REN ; Xi CHEN ; Congcong GAO ; Aiqiang XU
Chinese Journal of Preventive Medicine 2016;50(3):230-234
OBJECTIVETo investigate the prevalence and distribution characteristics of dyslipidemia among Shandong residents aged 18-69 years.
METHODSThe levels of triglyceride (TG), low density lipoprotein-cholesterol (LDL-C), high density lipoprotein-cholesterol (HDL-C), and total cholesterol (TC) were determined in fasting serum of 5 ml venous blood for subjects aged 18-69 years who were selected by multi-stage stratified cluster random sampling from 20 counties in July, 2011 in 140 counties of Shandong province. The prevalence of dyslipidemia, hypercholesterolemia, high blood LDL-C, low blood HDL-C and hypertriglyceridemia were analyzed by the complex weighting. The prevalence of dyslipidemia, hypercholesterolemia, high blood LDL-C, low blood HDL-C and hypertriglyceridemia were compared for different characteristics by Rao-Scott χ(2).
RESULTSThe prevalence of dyslipidemia among 15 350 subjects was 22.70% (3 572), with higher in males (26.91% (2 110/7 683)) than in females (18.41% (1 462/7 667)). The prevalence of hypercholesterolemia was 3.39% (n=582), with higher in Eastern Shandong (4.59% (185/3 704)). The prevalence of high blood LDL-C was 0.56% (n=94), with higher in Eastern Shandong (0.79% (32/3 074)). The prevalence of low blood HDL-C was 11.41% (n=1 789). The prevalence of hypertriglyceridemia was 13.02% (n=2 059), higher in urban residents (16.54% (814/4 804)) than in rural (11.52% (1 245/10 546)) (χ(2)=71.54, P<0.001). The difference between the prevalence of low blood HDL-C and hypertriglyceridemia was not significant among Eastern Shandong, Central-South and Northwest.
CONCLUSIONDyslipidemia rate was higher among adult residents in Shandong province. The rate was higher for men than for women. The prevalence of hypercholesterolemia and high blood LDL-C were higher in Eastern Shandong than the other areas. The hypertriglyceridemia and low blood HDL-C were two major types of dyslipidemia.
Adolescent ; Adult ; Aged ; Body Weight ; China ; epidemiology ; Cholesterol ; blood ; Cholesterol, HDL ; blood ; Cholesterol, LDL ; blood ; Dyslipidemias ; epidemiology ; Female ; Humans ; Hypercholesterolemia ; epidemiology ; Hypertriglyceridemia ; epidemiology ; Male ; Middle Aged ; Prevalence ; Rural Population ; Triglycerides ; blood ; Urban Population ; Young Adult
9.Research progress in clinical and mechanism of acupuncture and moxibustion in the treatment of rheumatoid arthritis
Fei XIE ; Zhifang XU ; Gongming YUAN ; Yongming GUO ; Yuan XU ; Yi GUO ; Jiyu ZHAO ; Zhongqian LYU ; Feiyang LI ; Peiyun LI ; Yinan GONG
International Journal of Traditional Chinese Medicine 2024;46(7):947-951
It is found that acupuncture can significantly improve the clinical symptoms of rheumatoid arthritis (RA) such as pain and joint stiffness, and improve rheumatoid factor, high-sensitivity CRP, ESR and other clinical indicators. It can inhibit the proliferation of synovial cells, the apoptosis of chondrocytes, and regulate polarization balabce of mononuclear macrophages, T cells, as well as inhibit the inflammatory function of multiple immune cells, in order to improve inflammation state of RA joints. In clinical treatment of RA, bladder meridian, stomach meridian, spleen meridian , and Governor Vessel are mostly selected. Acupoints with the efficacy of warming meridian, dispelling coldness and dredging collaterals were commonly selected such as Zusanli (ST36), Yanglinquan (GB34), Dazhui (GV14), Quchi (LI11). Several researches have proved that combined therapy of acupuncture and medicine is worthy promotion in clinic.
10.Analysis of age-specific cytogenetic changes among 515 patients withacute myeloid leukemia.
Lin LIU ; Huan XU ; Zhimei CHEN ; Jiyu LOU ; Huanping WANG ; Jie JIN
Chinese Journal of Medical Genetics 2019;36(6):552-555
OBJECTIVE:
To characterize cytogenetic changes and prognosis of patients with acute myeloid leukemia (AML) from different age groups.
METHODS:
The karyotypes of 515 AML patients were analyzed by using short-term culture of bone marrow cells and R-banding technique. Combined with FAB typing and genetic testing, cytogenetic changes and prognosis of different age groups were analyzed.
RESULTS:
The abnormal cloning rate was 54.6% among the 515 patients. The abnormal cloning rate and adverse risk karyotype proportion of those with myeloproliferative syndromes (MDS) and secondary AML were higher than those with de novo AML (P = 0.027; P<0.01). A significant difference was found in the number of structural abnormalities and proportion of favorable risk karyotypes among different age groups (P = 0.026; P = 0.004). And there was also a significant difference in the abnormal cloning rate between different FAB types (P<0.01). In those with non-acute promyelocytic leukemia (APL), the expression level of WT1 gene seemed to affect the prognosis. The survival rate of patients with karyotypes of adverse risk was lower than those with karyotypes of favorable risk (P = 0.015). The survival rate of the ≥60-year-old group was lower than the ≤30-year-old and 31 to 59-year-old groups (P<0.01, P<0.01).
CONCLUSION
The karyotypes of AML patients have different age distribution characteristics. The survival rate of ≥60-years-old group and karyotype of poor prognosis is low. Patients with MDS with secondary AML have a poor prognosis.
Adult
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Chromosome Aberrations
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Cytogenetic Analysis
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Cytogenetics
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Humans
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Karyotype
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Karyotyping
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Leukemia, Myeloid, Acute
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Middle Aged
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Myelodysplastic Syndromes
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Prognosis