1.Clinical characteristics and risk factors of antineutrophil cytoplasmic antibody-associated vasculitis complicated with infection
Chunhui JIANG ; Huifang WANG ; Dandan GUO ; Zixuan FU ; Min LI ; Xuemei LIU
Chinese Journal of Nephrology 2022;38(9):811-819
Objective:To investigate the characteristics and risk factors of infection in newly diagnosed patients with antineutrophil cytoplasmic antibody (ANCA)-associated vasculitis (AAV).Methods:The clinical data of AAV patients (followed up for at least 6 months) in Affiliated Hospital of Qingdao University from September 2012 to September 2020 were retrospectively collected. According to whether infection occurred during follow-up, the patients were divided into infection group and non-infection group. The clinical characteristics and infection status of the two groups were analyzed, and the Cox regression analysis model was used to explore the influencing factors of infection.Results:A total of 236 AAV patients were enrolled in this study, including 128 females (54.2%) and 108 males (45.8%), with a median age of 66.00 (59.76, 71.99) years. There were 202 patients (85.6%) with positive myeloperoxidase (MPO)-ANCA and 34 patients (14.4%) with positive protease 3 (PR3) -ANCA. There were 77 cases in the infection group and 159 cases in the non-infection group. A total of 121 infections occurred in 77 patients, and 54 infections (44.6%) occurred within 6 months after initial diagnosis. In the infection group the proportion of patients with hypertension history, pulmonary underlying diseases and patients who received hormone pulse therapy or plasma exchange, the incidence of lung, kidney, heart and gastrointestinal involvement, the level of serum creatinine and five factors score (FFS) at initial diagnosis were significantly higher than those in the non-infection group (all P<0.05), while the estimated glomerular filtration rate (eGFR) was significantly lower ( P<0.05). Lung (73.6%) was the main infection organ of AAV patients. The most common pathogenic microorganisms were bacteria (64.0%), mainly Pseudomonas aeruginosa and Staphylococcus aureus, followed by fungi (33.7%, mainly Candida albicans). Multivariate Cox regression analysis showed that lung involvement ( HR=1.682, 95% CI 1.034-2.734, P=0.036) and gastrointestinal involvement ( HR=2.976, 95% CI 1.219-7.267, P=0.017) were the independent influencing factors for infection in AAV patients. Conclusions:AAV patients have a higher incidence of infection within 6 months after initial diagnosis. The most common organ of infection in AAV patients is the lung, and the common pathogens are Pseudomonas aeruginosa, Staphylococcus aureus and Candida albicans. Lung involvement and gastrointestinal involvement are the independent risk factors for infection in AAV patients.
2.Clinicopathological characteristics and prognosis of idiopathic membranous nephropathy with or without C3 deposition
Zixuan FU ; Huifang WANG ; Jun LIU ; Chunhui JIANG ; Min LI ; Xuemei LIU
Chinese Journal of General Practitioners 2023;22(3):295-300
Objective:To investigate the clinicopathological characteristics and prognosis of idiopathic membranous nephropathy (IMN) with or without C3 deposition.Methods:Clinical and pathological data of 576 patients with IMN diagnosed in Affiliated Hospital of Qingdao University from January 2017 to January 2021 were retrospectively analyzed. The patients were divided into C3 deposition group and non-C3 deposition group according to the immunofluorescence staining of C3. The clinical and pathological characteristics were compared between the two groups. Kaplan-Meier survival curve was used to compare the prognosis of the two groups.Results:A total of 576 IMN patients (male 364 (63.20%)) were enrolled, including 400 patients (69.44%) with C3 deposition and 176 patients (30.56%) without C3 deposition. Compared with the non-C3 deposition group, the levels of total blood cholesterol ( t=0.94, P=0.002) and the proportion of phospholipase A2 receptor ( χ2=9.99, P=0.002), IgG ( χ2=10.67, P=0.001), IgM ( χ2=7.00, P=0.008), IgA ( χ2=7.87, P=0.005) and C1q ( χ2=8.28, P=0.004) depositions in renal tissues was higher in C3 deposition group, while the levels of serum C3 ( t=2.87, P=0.004), albumin ( t=3.57, P<0.001) and IgG ( Z=3.55, P<0.001) were lower in C3 deposition group. There were no significant differences in other clinicopathological indicators between the two groups. The survival analysis was performed in 460 patients who were followed for>6 months, including 319 cases (69.35%) of C3 deposition and 141 cases (30.65%) of non-C3 deposition. The end point event was defined as an eGFR decline>30% or entry into end stage renal disease (ESRD). There was no statistically significant difference in treatment method between the two groups ( P>0.05). The median follow-up time was 22 (13,32) months, 327 (71.09%) patients achieved remission, and 22 patients had renal end-point events. Compared with the non-C3 deposition group, the proportion of urinary protein remission was lower ( χ2=10.85, P<0.05), the incidence of renal end-point events was higher ( χ2=5.05, P<0.05). Kaplan-Meier survival analysis showed that patients with C3 deposition had a lower cumulative remission rate (Log-rank χ2=6.68, P=0.010), and a lower cumulative renal survival than those without C3 deposition had ( χ2=5.42, P=0.020). Conclusions:Compared with patients without C3 deposition, IMN patients with C3 deposition have more severe clinical and pathological changes, lower renal cumulative remission rate, and are more likely to have poor prognosis.
3.Correlation between serum anti-phospholipase A2 receptor antibody combined with glomerular complement C3 deposition and clinicopathology and prognosis in patients with idiopathic membranous nephropathy
Zixuan FU ; Huifang WANG ; Chunhui JIANG ; Min LI ; Yahuan YU ; Xuemei LIU
Chinese Journal of Nephrology 2023;39(10):760-767
Objective:To investigate the correlation between serum anti-phospholipase A2 receptor antibody (SAb) combined with glomerular complement C3 (GC3) deposition and clinicopathologic features and prognosis in patients with idiopathic membranous nephropathy (IMN).Methods:It was a retrospective cohort study. The patients diagnosed with IMN in Affiliated Hospital of Qingdao University from July 1, 2019 to April 30, 2022 were enrolled, and the clinical and pathological data were collected and analyzed. The patients were divided into negative SAb and negative GC3 (SAb -/GC3 -) group, negative SAb and positive GC3 (SAb -/GC3 +) group, positive SAb and negative GC3 (SAb +/GC3 -) group and positive SAb and positive GC3 (SAb +/GC3 +) group according to the status of SAb titer and GC3 deposition. Clinical and pathological characteristics among the groups were compared. Kaplan-Meier survival curve was used to compare the cumulative renal remission rates of different groups. Cox regression analysis model was used to analyze the related factors of renal remission. Results:A total of 143 IMN patients aged (53.35±12.34) years old were included in the study, including 94 males (65.7%). There were 17 patients (11.9%) in the SAb -/GC3 - group, 30 patients (21.0%) in the SAb -/GC3 + group, 19 patients (13.3%) in the SAb +/GC3 - group, and 77 patients (53.8%) in the SAb +/GC3 + group. Compared with SAb -/GC3 - group, the level of serum albumin was lower in the SAb +/GC3 + group, and the level of 24 h urine protein, SAb titer, and the proportions of glomerular anti-phospholipase A2 receptor antigen and renal tubule atrophy were higher in the SAb +/GC3 + group (all P<0.05). After 26.0 (19.0, 36.0) months of follow-up, a total of 96 patients (67.1%) attained remission. The proportion of patients receiving immunosuppressive therapy in the SAb +/GC3 + group was higher than that in the SAb -/GC3 - group [93.5% (72/77) vs. 70.6% (12/17), fisher value=8.974, P=0.016] and the proportion of renal remission rate in the SAb +/GC3 + group was lower than that in the SAb -/GC3 - group [49.4% (38/77) vs. 100% (17/17), χ2=25.438, P<0.001]. Kaplan-Meier survival curve result showed that the cumulative renal remission rate in the SAb +/GC3 + group was significantly lower than that in the SAb -/GC3 - group (Log-rank χ2=31.538, P<0.01). Multivariate Cox regression analysis result showed that 24 h urine protein level ( HR=0.891, 95% CI 0.803-0.988, P=0.029), SAb titer ( HR=0.996, 95% CI 0.992-1.000, P=0.042) and SAb +/GC3 + (with SAb -/GC3 - group as reference, HR=0.414, 95% CI 0.204-0.827, P=0.013) were independent related factors for renal remission in patients with IMN. Conclusions:IMN patients with positive SAb and GC3 deposition have more severe clinical and pathological changes, lower renal cumulative remission rates, and are more likely to have poor prognosis. The combined assessment of SAb and GC3 deposition may be helpful for evaluating prognosis and guiding treatment in IMN patients.
4.Epidemiological characteristics of COVID-19 patients in Shaanxi Province
Zixuan LI ; Guotao FU ; Xiaowei LI
Shanghai Journal of Preventive Medicine 2022;34(10):973-976
ObjectiveTo describe the epidemiological characteristics of COVID-19 patients in Shaanxi Province from December 2021 to January 2022. MethodsAll COVID-19 patients’ information was obtained from the Health Committee of Shaanxi Province. SPSS 26.0 and Stata MP 16.0 were used to analyze the distribution of Time, Population and Region. Descriptive statistical method was used to investigate the correlation between age, gender and clinical syndrome types of patients. ResultsThe duration of this epidemic was 43 days, and2 080 confirmed cases in total, which distributed in cities of Xi’an (2 053 cases), Xianyang (13 cases) , Yan’an (13 cases) and Weinan(1 cases). The mean age of the patients was 35.91±17.72 years old, the number of male patients was higher than that of female, and 93.7% of the patients had mild symptoms. The age and gender of the patients were statistically correlated with the symptom type (P<0.001). ConclusionPreventing the imported and the spread of domestic cases are currently the main measures to prevent COVID-19 in China. People should abide by the requirements and duties of epidemic prevention and control. Health management and strict quarantine should apply for keynote areas and populations. Meanwhile, the discovery of asymptomatic patients is important to prevent the potential epidemic.
5.Diagnosis and Treatment Reasoning of Integrated Traditional Chinese and Western Medicine Against Acute Abdomen Based on Knowledge Graph
Zixuan FU ; Peng ZHOU ; Haiyan REN ; Chuhao SHANG ; Jingjing LUO ; Yi GUO ; Ximo WANG
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(11):190-199
ObjectiveIn view of the standardization of clinical diagnosis and treatment of the acute abdomen and the inheritance of diagnosis and treatment experience of prestigious veteran traditional Chinese medicine(TCM) doctors, a diagnosis and treatment reasoning algorithm based on association rule mining under incomplete evidence(AMIE)+ random walk was proposed to provide information services and technical support for primary doctors by recommending personalized diagnosis and treatment plans based on medical records. MethodThe experience of diagnosis and treatment of acute abdomen of prestigious veteran TCM doctors and the text data of clinical diagnosis and treatment guidelines of integrated TCM and western medicine were collected to complete the task of knowledge extraction and construct acute abdomen knowledge graph based on Neo4j. On the basis of ontology-supported rule-based reasoning, the rule reasoning based on similar syndromes was used to expand the syndrome combinations whose Jaccard similarity was greater than the threshold in the syndrome recommendation results. The semantic path coverage algorithm was used to calculate the semantic similarity between the symptom nodes. The symptom nodes were divided into 10 categories, and the symptom nodes in the same category were extended. The random walk algorithm was used to search the symptom nodes connected with the syndrome, and the connection rules between the syndrome and symptom nodes were extended to realize the knowledge reasoning of AMIE+ random walk. ResultThe acute abdomen knowledge graph included 1 320 nodes and 2 464 relationships. According to the link prediction evaluation index of knowledge reasoning, the reasoning results of the three algorithms in the auxiliary diagnosis and treatment of acute abdomen were compared. The AMIE+ random walk algorithm complemented the knowledge graph by extending the similar syndrome connection rules and the syndrome-symptom connection rules. Compared with the knowledge reasoning algorithm based on ontology rules, the area under the curve (AUC) was 15.18% higher and the accuracy was 30.36% higher, which achieved more accurate and effective knowledge inference. ConclusionThis study used knowledge graph technology to visualize the diagnosis and treatment of acute abdomen with TCM and western medicine, assisting primary clinicians in intuitively viewing the diagnosis and treatment process and data relationship. The proposed diagnosis and treatment reasoning algorithm can realize the personalized diagnosis and treatment plan recommendation at the level of "disease-syndrome-diagnosis-treatment-prescription", which can assist primary doctors in disease diagnosis and treatment and clinical decision-making, contribute to the knowledge sharing and application of diagnosis and treatment experience and clinical guidelines of prestigious veteran TCM doctors, improve the level of primary clinical diagnosis and treatment, and promote the normalization and standardization of the diagnosis and treatment process of acute abdomen with integrated TCM and western medicine.