1.Development of a prediction model for incidence of diabetic foot in patients with type 2 diabetes and its application based on a local health data platform
Yexian YU ; Meng ZHANG ; Xiaowei CHEN ; Lijia LIU ; Pei LI ; Houyu ZHAO ; Yexiang SUN ; Hongyu SUN ; Yumei SUN ; Xueyang LIU ; Hongbo LIN ; Peng SHEN ; Siyan ZHAN ; Feng SUN
Chinese Journal of Epidemiology 2024;45(7):997-1006
Objective:To construct a diabetes foot prediction model for adult patients with type 2 diabetes based on retrospective cohort study using data from a regional health data platform.Methods:Using Yinzhou Health Information Platform of Ningbo, adult patients with newly diagnosed type 2 diabetes from January 1, 2015 to December 31, 2022 were included in this study and divided randomly the train and test sets according to the ratio of 7∶3. LASSO regression model and bidirectional stepwise regression model were used to identify risk factors, and model comparisons were conducted with net reclassification index, integrated discrimination improvement and concordance index. Univariate and multivariate Cox proportional hazard regression models were constructed, and a nomogram plot was drawn. Area under the curve (AUC) was calculated as a discriminant evaluation indicator for model validation test its calibration ability, and calibration curves were drawn to test its calibration ability.Results:No significant difference existed between LASSO regression model and bidirectional stepwise regression model, but the better bidirectional stepwise regression model was selected as the final model. The risk factors included age of onset, gender, hemoglobin A1c, estimated glomerular filtration rate, taking angiotensin receptor blocker and smoking history. AUC values (95% CI) of risk outcome prediction at year 5 and 7 were 0.700 (0.650-0.749) and 0.715(0.668-0.762) for the train set and 0.738 (0.667-0.801) and 0.723 (0.663-0.783) for the test set, respectively. The calibration curves were close to the ideal curve, and the model discrimination and calibration powers were both good. Conclusions:This study established a convenient prediction model for diabetic foot and classified the risk levels. The model has strong interpretability, good discrimination power, and satisfactory calibration and can be used to predict the incidence of diabetes foot in adult patients with type 2 diabetes to provide a basis for self-assessment and clinical prediction of diabetic foot disease risk.
2.Development and application of a prediction model for incidence of diabetic retinopathy in newly diagnosed type 2 diabetic patients based on regional health data platform
Xiaowei CHEN ; Lijia LIU ; Yexian YU ; Meng ZHANG ; Pei LI ; Houyu ZHAO ; Yexiang SUN ; Hongyu SUN ; Yumei SUN ; Xueyang LIU ; Hongbo LIN ; Peng SHEN ; Siyan ZHAN ; Feng SUN
Chinese Journal of Epidemiology 2024;45(9):1283-1290
Objective:To develop a prediction model for the risk of diabetic retinopathy (DR) in patients with newly diagnosed type 2 diabetes mellitus (T2DM).Methods:Patients with new diagnosis of T2DM recorded in Yinzhou Regional Health Information Platform between January 1, 2015 and December 31, 2022 were included in the study. The predictor variables were selected by using Lasso-Cox proportional hazards regression model. Cox proportional hazards regression models were used to establish the prediction model for the risk of DR. Bootstrap method (500 resamples) was used for internal validation, and the performance of the model was assessed by C-index, the receiver operating characteristic curve and area under the curve (AUC), and calibration curve.Results:The predictor variables included in the final model were age of T2DM onset, education level, fasting plasma glucose, glycated hemoglobin A1c, urinary albumin, estimated glomerular filtration rate, and history of lipid-lowering agent and angiotensin converting enzyme inhibitor uses. The C-index of the final model was 0.622, and the mean corrected C-index was 0.623 (95% CI: 0.607-0.634). The AUC values for predicting the risk of DR after 3, 5, and 7 years were 0.631, 0.620, and 0.624, respectively, with a high degree of overlap of the calibration curves with the ideal curves. Conclusion:In this study, a simple and practical risk prediction model for DR risk prediction was developed, which could be used as a reference for individualized DR screening and intervention in newly diagnosed T2DM patients.
3.Development of a prediction model for the incidence of type 2 diabetic kidney disease and its application based on a regional health data platform
Lijia LIU ; Xiaowei CHEN ; Yexian YU ; Meng ZHANG ; Pei LI ; Houyu ZHAO ; Yexiang SUN ; Hongyu SUN ; Yumei SUN ; Xueyang LIU ; Hongbo LIN ; Peng SHEN ; Siyan ZHAN ; Feng SUN
Chinese Journal of Epidemiology 2024;45(10):1426-1432
Objective:To construct a risk prediction model for diabetes kidney disease (DKD).Methods:Patients newly diagnosed with type 2 diabetes mellitus (T2DM) between January 1, 2015, and December 31, 2022, were selected as study subjects from the Yinzhou Regional Health Information Platform in Ningbo City. The Lasso method was used to screen the risk factors, and the DKD risk prediction model was established using Cox proportional hazard regression models. Bootstrap 500 resampling was applied for internal validation.Results:The study included 49 706 subjects, with an median ( Q1, Q3) age of 60.00 (50.00, 68.00) years old, and 55% were male. A total of 4 405 subjects eventually developed DKD. Age at first diagnosis of T2DM, BMI, education level, fasting plasma glucose, glycated hemoglobin A1c, urinary albumin, past medical history (hyperuricemia, rheumatic diseases), triglycerides, and estimated glomerular filtration rate were included in the final model. The final model's C-index was 0.653, with an average of 0.654 after Bootstrap correction. The final model's area under the receiver operating characteristic curve for predicting 4-year, 5-year, and 6-year was 0.657, 0.659, and 0.664, respectively. The calibration curve was closely aligned with the ideal curve. Conclusions:This study constructed a DKD risk prediction model for newly diagnosed T2DM patients based on real-world data that is simple, easy to use, and highly practical. It provides a reliable basis for screening high-risk groups for DKD.
4.Cognition and training needs of emergency response teamwork skills among nursing undergraduates: a qualitative study
Dan WEI ; Xinjuan WU ; Xiaojie WANG ; Jie CHEN ; Dongying ZHANG ; Meng ZHANG ; Jialu ZHANG ; Di SHI ; Hongbo LUO ; Hongyan LI ; Wei WANG ; Xiaoying LIANG ; Tianyi WANG ; Ning ZHANG ; Haixin BO
Chinese Journal of Modern Nursing 2024;30(33):4520-4525
Objective:To gain a deep understanding of the current cognition and training needs of nursing undergraduates regarding their emergency response teamwork skills, and to provide reference for the development of courses on emergency response teamwork among nursing undergraduates.Methods:From September to October 2023, purposive sampling was used to select 15 senior nursing undergraduates from Peking Union Medical College, Beijing University of Chinese Medicine, and Beijing City University as subjects for semi-structured interviews. Colazizzi 7-step analysis method was used to summarize and extract themes.Results:Three themes were extracted, including insufficient cognition and skill in emergency response, lack of emergency response teamwork cultivation, and the need for systematic and comprehensive training courses.Conclusions:Universities, hospitals, and other training institutions should work together to develop a systematic emergency response teamwork training course for nursing undergraduates, to cultivate the skills of nursing undergraduates and reserve talents for high-quality emergency response nursing teams.
5.Effects of DNMT1 on high glucose-induced apoptosis and inflammatory cytokine release in podocytes via SOCS1
Cunjun HUANG ; Yun LIU ; Qiujuan OU ; Hongbo DAI ; Jiede HE ; Meng HUANG ; Hang LIANG ; Xiaotao CHEN
Immunological Journal 2024;40(3):265-271
This study was designed to explore the effect of DNA methyltransferase 1(DNMT1)on podocyte apoptosis and inflammatory cytokine release induced by high glucose(HG),and analyze the related molecular mechanisms.Podocyte MPC-5 cells were cultured in vitro and divided into control and HG groups.DNMT1 and SOCS1 were either silenced or overexpressed using small RNA interference technology and liposome transfection technology.The expression levels of DNMT1 and SOCS1 genes were measured using qRT-PCR.Apoptosis was assessed by flow cytometry,while ELISA was employed to determine the levels of inflammatory factors such as tumor necrosis factor-α(TNF-α),interleukin-6(IL-6),interleukin-1β(IL-1β),and monocyte chemoattractant protein-1(MCP-1).Western blot was used to detect the expression of DNMT1,SOCS1 proteins,and the proteins involved in the Janus kinase 2(JAK2)/signal transducer and activator of transcription 3(STAT3)signaling pathway.Data showed that HG elevated MPC-5 cell apoptosis rate,the level of inflammatory factors and DNMT1 mRNA expression,and the expression of DNMT1,p-JAK2 and p-STAT3 proteins,while reduced SOCS1 mRNA and protein expression(P<0.05).Both silencing DNMT1 and overexpressing SOCS1 resulted in reduce of MPC-5 cell apoptosis rate,inflammatory factors level,p-JAK2 and p-STAT3 proteins expression(P<0.05).Additionally,silencing DNMT1 increased SOCS1 mRNA and protein expressions(P<0.05).Conversely,silencing SOCS1 counteracted the effects of DNMT1 silencing on MPC-5 cell apoptosis,inflammation,p-JAK2 and p-STAT3 proteins expression.Therefore,silencing DNMT1 expression can reduce the apoptosis and inflammation of podocytes induced by HG,and its mechanism may be related to the inhibition of JAK2/STAT3 signaling pathway activation by upregulating SOCS1 expression.
6.Efficacy of ultrasound-guided semispinalis capitis plane block for treatment of occipital neuralgia
Xiaogang WANG ; Qinghai SUN ; Defu MENG ; Yanhong CUI ; Lipeng ZHENG ; Hongbo CHANG ; Ying LIU ; Zhansen E
Chinese Journal of Anesthesiology 2024;44(9):1117-1121
Objective:To evaluate the efficacy of ultrasound-guided semispinalis capitis plane (SCP) block for treatment of occipital neuralgia (ON).Methods:This was a prospective study. Ninety patients of both sexes, aged 29-66 yr, suffering ON for 3 months-6 yr in Zibo Municipal Hospital from January 2022 to December 2023, were divided into 3 groups ( n=30 each) using a random number table method: combination of greater occipital nerve (GON) block and the third occipital nerve (TON) block group (group GT), SCP block via the medial head of semispinalis capitis muscle (SCM) group (group Sm), and SCP block via the space between obliquus capitis inferior and C 2, 3 facet joint (OCI-C 2, 3) group (group OC). In GT group, the analgesic and anti-inflammatory compound solution 2.5 ml was injected around GON in the SCM-OCI space at the C 2 level of the cervical vertebra and at the lateral surface of C 2, 3 facet joint. In Sm group, the analgesic and anti-inflammatory compound solution 5 ml was injected into the medial head of SCM at the level of C 1. In OC group, the analgesic and anti-inflammatory compound solution 5 ml was injected into the OCI-C 2, 3 space in the deep part of SCM. The Visual Analogue Scale (VAS) score and Pittsburgh Sleep Quality Index (PSQI) score were recorded before treatment (T 1) and at 1, 3, 7, 10 and 14 days after treatment (T 2-6), and then the rates of pain relief and improvement in sleep quality were calculated. The time spent in blocking, onset time of blocking, completion time of blocking, duration of block, and occurrence of adverse reactions within 24 h after block were recorded. Results:There were no significant differences in VAS scores and PSQI scores at T 1-3 and T 5-6 among the three groups ( P>0.05), and VAS and PSQI scores were significantly higher at T 4 in Sm group than in OC and GT groups ( P<0.05). Compared with GT group, the time spent in blocking was significantly shortened, the onset time and completion time of block was prolonged, and the duration of block was shortened in Sm group, and the time spent in blocking was significantly shortened, the onset time and completion time of block was shortened ( P<0.05), and no significant change was found in the duration of block in OC group ( P>0.05). No severe complications were observed in the three groups. Conclusions:Compared with the combination of GON and TON blocks, ultrasound-guided SCP block for treating ON is simple and highly safe, SCP block via the OCI-C 2, 3 space has rapid onset and long duration, leading to significant improvements in pain and sleep quality, and it can be used as the first-choice block method for treating ON.
7.Clinical, neuroimaging and gene mutation characteristics of McLeod syndrome and literature review
Rui ZHENG ; Hongbo LYU ; Jun MA ; Tongxia ZHANG ; Bing ZHAO ; Meng MIAO ; Yiming LIU ; Chuanzhu YAN ; Cuiping ZHAO
Chinese Journal of Neurology 2022;55(2):133-139
Objective:To study the characteristics of clinical, laboratory, imaging, genetic and differential diagnosis of McLeod syndrome.Methods:The clinical characteristics of 2 cases of McLeod syndrome confirmed by gene detection in Qilu Hospital (Qingdao) on June 27, 2018 and in Qilu Hospital of Shandong University on September 11, 2019 were analyzed retrospectively. And the characteristics of patients of McLeod syndrome reported in China were analyzed in combination with literature review.Results:Both of the 2 patients were adult male, aged 57 and 61 years, respectively, with a slowly progressive course, beginning with gradually involuntary movement of trunk and extremities, involving involuntary biting of the tongue and dysphagia. Two patients had mild cognitive impairment; one patient had emotional agitation. Imaging study showed atrophy of caput nuclei caudate. Neuroelectrophysiological examination of case 1 showed sensory axon neuropathy in both upper limbs with severe damage to the left ulnar nerve. Creatine kinase (CK) was mildly elevated in 2 patients. The peripheral blood smear of 1 patient showed increased acanthocytes, accounting for 13%, the other patient showed no increased acanthocyte. McLeod syndrome related gene was tested in the 2 patients, case 1 with deletion mutation of exon 2 of XK gene, and case 2 with hemizygotic mutation of XK gene c.898delC p.L300 *. Conclusions:The clinical manifestations of McLeod syndrome are various and the differential diagnosis is crucial. For elderly male with cephalic facial chorea, elevated CK level and neuromuscular diseases, the possibility of McLeod syndrome should be screened.
8.Targeting a novel inducible GPX4 alternative isoform to alleviate ferroptosis and treat metabolic-associated fatty liver disease.
Jie TONG ; Dongjie LI ; Hongbo MENG ; Diyang SUN ; Xiuting LAN ; Min NI ; Jiawei MA ; Feiyan ZENG ; Sijia SUN ; Jiangtao FU ; Guoqiang LI ; Qingxin JI ; Guoyan ZHANG ; Qirui SHEN ; Yuanyuan WANG ; Jiahui ZHU ; Yi ZHAO ; Xujie WANG ; Yi LIU ; Shenxi OUYANG ; Chunquan SHENG ; Fuming SHEN ; Pei WANG
Acta Pharmaceutica Sinica B 2022;12(9):3650-3666
Metabolic-associated fatty liver disease (MAFLD), which is previously known as non-alcoholic fatty liver disease (NAFLD), represents a major health concern worldwide with limited therapy. Here, we provide evidence that ferroptosis, a novel form of regulated cell death characterized by iron-driven lipid peroxidation, was comprehensively activated in liver tissues from MAFLD patients. The canonical-GPX4 (cGPX4), which is the most important negative controller of ferroptosis, is downregulated at protein but not mRNA level. Interestingly, a non-canonical GPX4 transcript-variant is induced (inducible-GPX4, iGPX4) in MAFLD condition. The high fat-fructose/sucrose diet (HFFD) and methionine/choline-deficient diet (MCD)-induced MAFLD pathologies, including hepatocellular ballooning, steatohepatitis and fibrosis, were attenuated and aggravated, respectively, in cGPX4-and iGPX4-knockin mice. cGPX4 and iGPX4 isoforms also displayed opposing effects on oxidative stress and ferroptosis in hepatocytes. Knockdown of iGPX4 by siRNA alleviated lipid stress, ferroptosis and cell injury. Mechanistically, the triggered iGPX4 interacts with cGPX4 to facilitate the transformation of cGPX4 from enzymatic-active monomer to enzymatic-inactive oligomers upon lipid stress, and thus promotes ferroptosis. Co-immunoprecipitation and nano LC-MS/MS analyses confirmed the interaction between iGPX4 and cGPX4. Our results reveal a detrimental role of non-canonical GPX4 isoform in ferroptosis, and indicate selectively targeting iGPX4 may be a promising therapeutic strategy for MAFLD.
9.Molecular epidemiology of human astrovirus in infants and children with diarrhea in Jilin province from 2017 to 2020
Xiang LI ; Shuang XU ; Xinrong LU ; Hongbo JIANG ; Tingyu MENG ; Yingwei MA ; Donglin WU ; Jingying ZHANG ; Leilei WEI
Chinese Journal of Experimental and Clinical Virology 2022;36(1):53-58
Objective:To understand the molecular epidemic characteristics and genes of human astrovirus (HAstV) in infantile diarrhea patients in Jilin province from 2017 to 2020.Methods:Fecal samples of hospitalized infants with diarrhea under 5 years of age from January 2017 to December 2020 were collected. The nucleic acids of fecal samples were amplified by reverse transcription-polymerase chain reaction (RT-PCR), the positive amplification products were sequenced, and the phylogenetic tree was constructed.Results:A total of 2 019 fecal samples were collected, of which 71 were positive for HAstV, with a positive rate of 3.5%. Among the cases with positive samples of HAstV, 42 had mixed infection with other viruses causing diarrhea, accounting for 59.2% of the total number of positive cases, half of which were mixed infection with rotavirus and HAstV. From 2017 to 2020, the positive rates of HAstV were 4.69%, 1.98%, 5.93% and 0.43% per year, respectively. There were two epidemic peaks every year and one epidemic peak year every two years. The positive rate of 36-47 months old was the highest, followed by 0-2 months old. A total of 55 sequences were obtained in this study. Phylogenetic tree analysis showed that they all belonged to classical HAstV, including 42 HAstV-1a subtypes, 8 HAstV-1b subtypes and 5 HAstV-5 subtypes.Conclusions:HAstV is one of the important pathogens of diarrhea in children under 5 years of age in Jilin province. The epidemic law has obvious seasonal and age differences. The dominant strain is HAstV-1a.

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