1.Comparison of the effects of Cox regression analysis model and decision tree model in identifying risk factors for the occurrence of hypertension in the elderly
Yaru LI ; Nan WANG ; Zhiwen GE ; Zhengli SHI ; Zhongxin HONG
Journal of Public Health and Preventive Medicine 2024;35(4):24-27
Objective To explore the risk factors for the occurrence of hypertension in middle-aged and elderly residents in China using the Cox regression analysis model and decision tree model, and compare the differences between the two methods. Methods The 2011-2015 China Health and Retirement Longitudinal Study data were used. The study investigated the risk factors for hypertension using both a multivariate Cox regression model and a decision tree model. Results The results showed that the incidence rate of hypertension between 2011-2015 was 22.79%. Both the Cox regression model and decision tree model identified age, education level, body mass index, and diabetes as risk factors for hypertension. The Cox regression model also identified drinking status as a risk factor, while the decision tree model identified gender and marital status as additional risk factors. The area under the curve (AUC) suggested that the Cox regression model and decision tree model had comparable ability to predict hypertension. Conclusions The risk factors for hypertension include gender, age, education level, marital status, alcohol consumption, body mass index, and history of diabetes. The effectiveness of the hypertension prediction model established based on Cox regression model and decision tree model results is not different.
2.Analysis of image features of fundus blood vessel in healthy human eye based on deep learning techniques
Mengyu HUI ; Jinglin SHI ; Xiaohan YU ; Jian LI ; Yan ZHANG ; Zhengli TANG ; Shanghai YU ; Yue GAO ; Ping LIU ; Hua ZHANG
International Eye Science 2024;24(10):1542-1550
AIM:To explore the fundus vascular characteristics of healthy individuals based on deep learning techniques, with a view to discovering the range of normal values of the fundus arteries and veins, as well as the relationship between physiological factors, such as gender, age, body mass index(BMI), blood pressure, and fundus vasculature characteristics.METHODS:Fundus images of healthy people were taken from a professional fundus camera, and the subject's blood pressure and laboratory test was collected. Additionally, the fundus arteries and veins were segmented by the improved U-Net model, and the color, morphology and Haralick texture features of the vessels were extracted from computer vision technology.RESULTS:A total of 4 487 cases fundus images were taken and 326 cases with healthy and clear fundus images were screened, including 200 males and 126 females. There were differences in the morphology, color, and textural characteristics of the left and right eyes, as well as of the fundus arterioles and veins, with a mean vessel width(width)of 1.146 in the arteries and 1.430 in the veins, and an arteriovenous ratio about 4:5. Fundus artery and vein characteristics in healthy individuals of different ages(21-30, 31-40, 41-50): compared with the healthy population aged 21-30 and 31-40 years, arterial and venous inverse difference moment(idm), f12 and venous angular second moment(asm)values increased, and arterial and venous contrast(con), entropy(ent), difference entropy(den), and venous sum entropy(sen)values decreased in 41-50 years. Compared with the 21-30 years age group, arterial f12 values increased and venous con values decreased in 31-40 years(all P<0.05). Fundus vascular characteristics of healthy individuals of different sexes: compared with male, fundus arterial and venous sum average(sav), sum variance(sva)values, arterial curved values, and venous b mean, bsd, variance(var), sen, ent values increased in female, while venous area value of female decreased(all P<0.05). There were no statistically significant differences in fundus arteriosus and venous features in healthy subjects with different levels of BMI(all P>0.05). Fundus characteristics of healthy people with different degrees of blood pressure: there were statistically significant differences in fundus arteriosus area, width, and venous con, idm, dva, and den values between the normal blood pressure and high blood pressure groups(all P<0.05).CONCLUSION: The characteristics of the left and right eyes as well as the fundus arteries and veins differ in healthy individuals and correlate with physiological factors such as gender, age and blood pressure, which have the value of a potential microcirculation marker.
3.Clinical features of Mycoplasma pneumoniae infection complicated by coagulation dysfunction in children
Lele HUANG ; Zhengli LI ; Ling CAO ; Xiuwei WANG ; Junting LIU ; Shaoli LI
Chinese Journal of Microbiology and Immunology 2023;43(12):932-938
Objective:To compare the clinical features, laboratory test results and imaging findings between cases of Mycoplasma pneumoniae ( Mp) infection complicated by coagulation dysfunction and isolated Mp infection, and analyze the predictive value of related indicators for Mp infection with coagulation dysfunction. Methods:A total of 65 cases of Mp infection complicated by coagulation dysfunction (case group) and 92 cases of isolated Mp infection (control group) treated in the Children′s Hospital Affiliated to Capital Institute of Pediatrics in 2021 were enrolled. Clinical data of the two groups were compared, and receiver operating characteristic (ROC) curves were drawn to analyze the predictive value of differential indicators to the case group. Results:There were no significant differences in the general clinical features or imaging findings between the case group and the control group. The levels of fibrinogen (FIB), D-Dimer, fibrinogen degradation product (FDP), IgE, lactic dehydrogenase (LDH), alanine transaminase (ALT), aspartate aminotransferase (AST), adenosine deaminase (ADA) and C-reactive protein (CRP), activated partial thromboplastin time (APTT), thrombin time (TT), blood platelet count (PLT), neutrophil count, length of hospital stay, peak body temperature, and duration of cough and fever in the case group were higher than those in the control group, and the differences were statistically significant ( P<0.05). The areas under ROC curves of LDH, CRP, peak body temperature, ADA, ALT, neutrophil count, AST and IgE for predicting Mp infection complicated by coagulation dysfunction were 0.855, 0.810, 0.730, 0.716, 0.692, 0.648, 0.631 and 0.603, respectively. The area under ROC curve of LDH, CRP and peak body temperature used in combination was 0.901. Conclusions:LDH, CRP, peak body temperature, ADA, ALT, neutrophil count, AST and IgE had predictive value for Mp infection complicated by coagulation dysfunction, among which LDH, CRP and peak body temperature had higher predictive value. LDH, CRP and peak body temperature used in combination had the highest diagnostic value (AUC=0.901).
4.Expression of retinoic acid signaling pathway in mouse damaged testes induced by procymidone during adolescence
Bingyan XIN ; Rui LI ; Qing WANG ; Erjin ZUO ; Hu FU ; Zhengli YAN ; Yongfei ZHU
Journal of Environmental and Occupational Medicine 2022;39(2):186-192
Background Procymidone (PCM) exposure can cause damage to reproductive organs of male mice, but whether its mechanism is related to the retinoic acid (RA) signaling pathway is unclear. Objective To explore the possible mechanism of PCM-induced testes damage in adolescent mice. Methods Three-week-old ICR mice (n=64) were randomly divided into a control group and three dose groups (low, medium, and high), with 16 mice in each group. PCM was administered orally at 0, 50, 100, and 200 mg·kg−1·d−1 for 21 consecutive days. Serum and bilateral testes in each mouse were collected to detect content of testosterone in serum and to observe histological changes in testis section after the mice were sacrificed one week after cessation of drug administration. Real-time fluorescence quantitative PCR and Western blotting were used to detect the mRNA expression abundances of genes related to the RA signaling pathway and apoptosis genes Casp9 and Casp12, and the protein expression levels of CYP26A1, ALDH2, and CASP9 respectively. Results Compared with the control group, there was no significant change in the overall appearance and testicular appearance of mice in each dose group after the PCM exposure. According to pathological section observation, the testicular seminiferous tubules of mice in the low-dose group showed slight atrophy and reduced sperm production; the testes of mice in the medium- and the high-dose groups showed obvious pathological damage (e.g. dilated lumen of seminiferous tubules, damaged spermatogenic epithelium, decreased number of spermatogonia, and partial absence of sertoli cells); as the concentration of PCM increased, the degree of spermatogenic epithelial damage in mice gradually increased and the number of spermatozoa in the seminiferous tubules decreased. There were no significant differences in the distance between the anus and the genitals, testicular mass, testicular volume, and testicular organ coefficient among the four groups of mice (P>0.05). The body weights of the mice in the low-, medium-, and high-dose groups were (34.91±1.89), (34.88±1.75), and (32.94±1.37) g respectively, and that in the high-dose group was lower than that in the control group, (35.93±1.99) g, (P<0.05); the serum testosterone concentrations were (313.77±5.32), (305.31±3.47), and (304.80±5.28) pg·mL−1 respectively, which were lower than that in the control group, (319.05±1.92) pg·mL−1 (P<0.05); as the dose of PCM increased, the body weight and serum testosterone concentration showed decreasing trends. The mRNA expression levels of Stra6 and Rbp1 in the high-dose group were higher than those in the control group (P<0.05); the mRNA expression levels of Aldh2, Aldh1a1, Aldh1a3, Rarα, Rar
5.Clinical diagnostic value of combined detection of serum and bronchoalveolar lavage fluid galactomannan for invasive pulmonary aspergillosis in non-neutropenic children
Zhengli LI ; Chunmei ZHU ; Guimin HUANG ; Li CHANG
Chinese Journal of Microbiology and Immunology 2022;42(5):409-414
Objective:To investigate the clinical diagnostic value of combined detection of serum and bronchoalveolar lavage fluid (BALF) galactomannan (GM) for invasive pulmonary aspergillosis (IPA) in children with non-neutropenia.Methods:An analysis was made on 100 children with non-neutropenia suspected of invasive pulmonary aspergillosis in the respiratory ward of the Children′s Hospital Affiliated to Capital Institute of Pediatrics from January 2019 to March 2020. All of them were tested by serum and BALF GM tests as well as sputum and BALF culture for fungi. The sensitivity, specificity and accuracy of serum and BALF GM in the diagnosis of IPA in non-neutropenic children were analyzed. The receiver operating characteristic (ROC) curve and the area under the ROC curve (AUC) were used to evaluate the clinical diagnostic value of serum and BALF GM tests for IPA in children with non-neutropenia.Results:The recruited 100 cases included one confirmed case, 85 clinically diagnosed cases and two suspected cases, while the 12 cases were excluded. The accuracy and 95% confidence interval (95%CI) of serum and BALF GM tests used alone and in combination in the clinical diagnosis of IPA in non-neutropenic children were 29.0% (95%CI: 20.1%-37.9%), 75.0% (95%CI: 66.5%-83.5%) and 81.0% (95%CI: 73.3%-88.7%), respectively. The AUC and 95%CI were 0.645 (95%CI: 0.513-0.778), 0.785 (95%CI: 0.644-0.926) and 0.819 (95%CI: 0.681-0.953), respectively.Conclusions:The combined detection of serum and BALF GM was better than a single indicator in the clinical diagnosis of IPA in non-neutropenic children, suggesting the combined detection was of great value in clinical diagnosis.
6.Comparisons of serum procalcitonin and fibrinogen degradation product levels between type 2 diabetes mellitus patients with Escherichia coli bloodstream and urinary tract infections
Huiqing WANG ; Jinhua ZHANG ; Yinyu LI ; Jimin ZHANG ; Zhengli HUANG ; Ximing SUN ; Shaoqing XUE ; Jiezhong YU
Chinese Journal of Primary Medicine and Pharmacy 2021;28(12):1761-1766
Objective:To compare serum procalcitonin and fibrinogen degradation product levels between type 2 diabetes mellitus patients with Escherichia coli bloodstream and urinary tract infections. Methods:The clinical data of 82 type 2 diabetes mellitus patients with Escherichia coli infections who received treatment between December 2014 and December 2019 in the First Affiliated Hospital of Datong University (The Fifth People's Hospital of Datong) were retrospectively analyzed. These patients were assigned to bloodstream infection ( n = 40) and urinary tract infection ( n = 42) according to the way of Escherichia coli infection. Serum procalcitonin and fibrinogen degradation product levels, neutrophil-to-lymphocyte ratio, platelet-to-lymphocyte ratio, C-reactive protein, white blood cell count, D-Dimer level, antithrombin III activity, and electrolytes were determined and compared between the two groups. Correlation between procalcitonin and other variables was analyzed. Multiple linear regression analysis was performed with procalcitonin level as a dependent variable and other relevant indexes as independent variables. Results:Body temperature, white blood cell count, neutrophil count, monocyte count, neutrophil-to-lymphocyte ratio, platelet-to-lymphocyte ratio, procalcitonin level, C-reactive protein level, fibrinogen degradation product level, and D-Dimer level in the bloodstream injection group were (39.49 ± 0.64) ℃, (14.92 ± 11.78) × 10 9/L, (13.39 ± 11.60) × 10 9/L, (0.72 ± 0.36) ×10 9/L, (14.86 ± 10.52), (199.15 ± 160.69), (22.81 ± 17.86) μg/L, (133.44 ± 63.63) mg/L, (49.71 ± 41.44) mg/L, (16.56 ± 12.20) mg/L, respectively, which were significantly higher than those in the urinary tract infection group [(37.12 ± 1.20) ℃, (9.04 ± 3.95) × 10 9/L, (6.25 ± 4.02) × 10 9/L, (0.42 ± 0.29) × 10 9/L, (3.67 ± 3.34), (120.01 ± 44.08), (4.46 ± 8.69) μg/L, (39.22 ± 22.16) mg/L, (3.81 ± 3.41) mg/L, (0.84 ± 0.75) mg/L), t = 7.356, 2.578, 3.162, 2.958, 5.538, 2.591, 2.810, 4.825, 2.902, 2.375, all P < 0.05]. Platelet count, lymphocyte count, blood sodium level and antithrombin Ⅲ activity in the bloodstream infection group were (167.50 ± 104.93) × 10 9/L, (1.06 ± 0.58) × 10 9/L, (130.89 ± 6.50) mmol/L, (57.88 ± 16.28)% , which were significantly lower than those in the urinary tract infection group [(239.40 ± 82.52)× 10 9/L, (2.14 ± 0.71) × 10 9/L, (138.46 ± 5.96) mmol/L, (90.11 ± 8.90)%, t = -2.853, -6.313, -4.046, -7.350, all P < 0.05]. Correlation analysis revealed that serum procalcitonin level was positively correlated with body temperature ( r = 0.387), white blood cell count ( r = 0.355), neutrophil count ( r = 0.368), C-reactive protein ( r = 0.605), fibrinogen degradation product level ( r = 0.616), D-Dimer level ( r = 0.486) (all P < 0.05), and it was negatively correlated with sodium level ( r = -0.319) and antithrombin Ⅲ activity ( r = -0.465) (both P < 0.05). Multiple linear regression analysis results revealed that fibrinogen degradation product level and body temperature were greatly correlated with procalcitonin level. Conclusion:Inflammatory indicators procalcitonin level, body temperature, white blood cell count, neutrophil count, C-reactive protein, fibrinogen degradation product level and D-Dimer level were remarkably higher in type 2 diabetes mellitus patients with Escherichia coli bloodstream infection than those in type 2 diabetes mellitus patients with Escherichia coli urinary tract infection. Procalcitonin level was greatly correlated with body temperature and fibrinogen degradation product level.
7.Relationship between visceral fat area and brachial-ankle pulse wave velocity in patients with diabetic nephropathy
Huiqing WANG ; Guiying WANG ; Yinbing WANG ; Jinhua ZHANG ; Fengjuan ZHANG ; Yinyu LI ; Jimin ZHANG ; Zhengli HUANG ; Yanjun CHI ; Ximing SUN ; Jiezhong YU
Chinese Journal of Primary Medicine and Pharmacy 2020;27(19):2305-2310
Objective:To investigate the clinical characteristics of different stages of type 2 diabetic nephropathy(DN), and to explore the possible factors affecting visceral fat area (VFA).Methods:From September 2018 to March 2019, 464 patients with type 2 diabetes who were hospitalized in the First Affiliated Hospital of Datong University were selected.Among them, 315 patients with urinary albumin/creatinine ratio(UACR)<30 mg/g were selected as normal proteinuria group, 72 patients with UACR 30-299 mg/g were selected as microalbuminuria group, 45 patients with UACR>300 mg/g were selected as massive proteinuria group, and 32 patients with serum creatinine higher than the reference value were selected as renal failure group.The serum creatinine of the first three groups was in the normal range.The clinical data of these patients such as blood pressure, body mass index(BMI), VFA, subcutaneous fat area(SFA), brachial-ankle pulse wave velocity(BAPWV), blood lipid, renal function and blood sugar were collected and compared among the four groups.Using VFA as strain and other indicators as independent variables, multivariate linear regression analysis was carried out.Results:There were statistically significant differences among the four groups in age, height, weight, BMI, head circumference, neck circumference, waist circumference, hip circumference and waist-hip ratio ( F=15.580, 4.679, 6.186, 3.553, 3.153, 2.689, 5.170, 3.114, 3.535, all P<0.05). The VFA of the normal proteinuria group, microalbuminuria group, massive proteinuria group and renal failure group were (102.25±37.09)cm 2, (104.12±40.93)cm 2, (119.63±48.82)cm 2, (110.54±41.58)cm 2, respectively, and the BAPWV were (1 546.97±330.18)cm/s, (1 595.52 ±381.27)cm/s, (1 459.63±285.61)cm/s, (1 703.89±318.64)cm/s, the differences were statistically significant among the four groups( F=3.344, 4.020, all P<0.05). There were statistically significant differences in alanine aminotransferase, creatinine, uric acid, total cholesterol, red blood cell, hemoglobin, ratio of neutrophils to lymphocytes (NLR) and ratio of platelets to lymphocytes (PLR) among the four groups ( F=3.405, 15.535, 6.552, 2.803, 6.158, 15.580, 3.764, 3.262, all P<0.05). With VFA as strain, multivariate linear regression analysis showed that waist circumference, BMI, TG and BAPWV were risk factors for VFA. Conclusion:DN is associated with multiple obesity-related indicators and inflammatory indicators such as NLR, PLR; VFA is associated with BAPWV.
8.Application of KISS anterolateral thigh flap in repairing soft tissue defect of dorsal side of multiple fingers
Chun WU ; Zhengli WANG ; Li TAN ; Bendong DAI ; Xiaojian PAN
Chinese Journal of Microsurgery 2020;43(1):37-41
Objective:To evaluate the surgical technique and clinical effect of free KISS anterolateral thigh flap in repairing soft tissue defect of dorsal side of fingers.Methods:From January, 2014 to June, 2019, 7 patients with soft tissue defects in dorsal side of multiple fingers were treated. Step one, a KISS anterolateral thigh flap was used and a temporary syndactyly between adjacent affected fingers was created by suture of the digital palmar skin. The donor sites were sutured directly. Step two, a procedure of partial de-bulking and division of syndactyly was followed-up 1-3 months later. All cases were followed-up in observations of appearance, texture, functions and donor site of flaps.Results:All flaps survived, and all went through disorders of no blood circulation. The followed-up time were 3 to 24 (average 12.5) months. The flaps had fine appearance, texture and colour. The dorsal aspects of reconstructed fingers demonstrated an aesthetically pleasing effect after the flap de-bulking and division of syndactyly. The donor site only left a linear scar, and the thigh had no functional deficit.Conclusion:Free KISS anterolateral thigh flap in repairing defects of dorsal skin in multiple fingers could simplify the operation, shorten operative time and reduce surgical trauma.
9.Recent advance in statins in post-stroke epilepsy
Yan LI ; Zhengli DI ; Xurong ZHU
Chinese Journal of Neuromedicine 2020;19(2):211-213
Post-stroke epilepsy (PSE),as one of the common complications after stroke,often seriously affect the quality of life of the survivors.In recent years,more and more studies have found that statins can protect the integrity of blood-brain barrier,alleviate excitotoxic damage of neurotransmitters,reduce neuronal apoptosis,and reduce neuroinflammation,which play a role in brain protection,thereby reducing the risk of PSE.This article reviews the treatment of PSE and application of statins in PSE.
10. Application of double foliated anterolateral thigh flap with a single perforator in reconstruction of the skin and soft tissue defects of forearm and hand
Chun WU ; Li TAN ; Zhengli WANG ; Bendong DAI ; Jie SUN
Chinese Journal of Plastic Surgery 2019;35(3):274-277
Objective:
To evaluate the surgical technique and the clinical effect of the reconstruction of forearm and hand defects, using double foliated anterolateral thigh flap with a single perforator.
Methods:
From January 2013 to September 2017, 9 cases (forearm,


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