Objective A BP neural network model for diagnosing type 2 diabetic nephropathy based on laboratory tests was developed and evaluated. Methods Patients with type 2 diabetic nephropathy from 5 hospitals of Chongqing,Guizhou and Sichuan Provinces from January 2016 to December 2016 were collected in the study. Totally 89 parameters were analyzed by univariate analysis to identify significant variables by SPSS 19. 0 and MATLAB 2014a. The diagnostic performance of the two methods were compared. Results A total of 477 patients with type 2 diabetic nephropathy and 449 patients of control group were included. Univariate analysis showed that 42 variables had significant difference. Logistic regression analysis showed that 12 variables were included in the optimal regression equation. This BP neural network had 42 input layer nodes,15 hidden layer nodes and 1 output layer nodes. The Youden index of logistic regression analysis and BP neural network(training set and test set) were 0.76,0.89 and 0.83. The accurately diagnosed were 88.12%,94.24%,and 91.34%,the AUC were 0.95,0.98,and 0.96. Conclusion A BP neural network model was developed,which has important accessory diagnostic value for diagnosis of type 2 diabetic nephropathy. But all these conclusions need further validation in clinic.

Objective:To evaluate the clinical efficacy of Bushen Huoxue Shujin Decoction combined with thunder fire moxibustion in the treatment of lumbar intervertebral disc herniation with kidney deficiency and blood stasis syndrome.Methods:Randomized controlled trial. A total of 200 lumbar intervertebral disc herniation patients from Dongzhimen Hospital of Beijing University of Chinese Medicine from January to December 2021 were selected as observation objects and the computer random method was used to divide 66 patients into combination group, 67 in the control group 1, and 67 in the control group 2. The Control group 1 was given conventional western medicine and thunder fire moxibustion, the control group 2 was given conventional western medicine and Bushen Huoxue Shujin Decoction, and the combined group was given conventional western medicine and Bushen Huoxue Shujin Decoction and thunder fire moxibustion. All the groups were treated with 14 days as a course of treatment, a total of 3 courses. TCM syndrome scores were performed before and after treatment, and lumbar joint activity was measured by using a muscle state testing analyzer; the levels of NF-κB, prostaglandin E2 (PGE2) and hypoxia-inducible factor-2α (HIF-2α) were determined by ELISA; adverse reactions during treatment were recorded and clinical efficacy was evaluated.Results:The total effective rate of the combination group was 92.42%(61/66), the control group 1 was 71.64% (48/67), and the control group 2 was 74.63% (50/67), with a statistically significant difference among the three groups ( χ2=10.28, P=0.006). After treatment, the scores of waist and leg pain, lumbar stiffness, lower limb numbness, and tongue dullness in the combination group were significantly lower than those in the control group 1 and control group 2 ( F values were 15.25, 12.21, 11.77, 14.49, respectively, P<0.01); the range of motion of lumbar joint forward flexion, backward extension, lateral flexion, and lateral rotation in the combination group were significantly greater than those in the control group 1 and control group 2 ( F values were 19.66, 29.50, 33.33, and 24.54, respectively, P<0.01); the levels of serum NF-κB [(41.29±5.91)ng/L vs. (49.97±5.98)ng/L, (50.92±6.02)ng/L, F=47.00], PGE2 [(67.09±8.08)ng/L vs. (80.22±9.92)ng/L, (78.17±9.09)ng/L, F=40.27], HIF-2α[(16.95±3.46) ng/L vs. (20.83±3.98)ng/L, (19.67±3.89)ng/L, F=18.38] in combination group were significantly lower than those in the control group 1 and control group 2 ( P<0.01). During the treatment period, the incidence of adverse reactions in the combination group was 15.15% (10/66), control group 1 was 8.96% (6/67), and control group 2 was 10.45% (7/67), there was no statistically significant difference between the three groups ( χ2=1.36, P=0.506). Conclusion:The combination of Bushen Huoxue Shujin Decoction and thunder fire moxibustion can improve the TCM syndrome and range of motion of patients with kidney deficiency and blood stasis syndrome of lumbar intervertebral disc herniation, inhibit the expression of inflammatory factors, improve clinical efficacy, and have good safety.

Objective:To investigated the prevalence of anxiety and depression symptoms in patients with colorectal polyps in part of Xinjiang area and to explore the associated influencing factors related to psychological status, and to provide evidence and clues to promote the diagnosis and treatment of psychosomatic diseases in digestive system.Methods:From December 2021 to June 2022, at the First Affiliated Hospital of Shihezi University, the Fourth Division Hospital of Xinjiang Production and Construction Corps, the Third Division Hospital of Xinjiang Production and Construction Corps (Kashgar Hospital), the Thirteenth Division Red Star Hospital of Xinjiang Production and Construction Corps, the Tenth Division Beitun Hospital of Xinjiang Production and Construction Corps, the Seventh Division Hospital of Xinjiang Production and Construction Corps, the Fifth Division Hospital of Xinjiang Production and Construction Corps, patients who underwent colonoscopy and colorectal polyps detected were enrolled. The generalized anxiety disorder scale-7 (GAD-7) was used to screen anxiety symptoms, and the patient health questionaire-8 (PHQ-8) was performed to screen depression symptoms, and the general situation questionnaire was used to collect clinical information of patients. The questionnairs were completed via the Questionnaire Star platform or paper questionnaire, and a database was established. The patients were divided into groups according to whether with anxiety and depression symptoms. Multivariable logistic regression models was performed to analyze the factors related to anxiety and depression.Results:A total of 516 questionnaires were distributed and collected, among which 9 questionnaires were incomplete and 507 questionnaires were valid, the effective rate of questionnaires was 98.26%. The detection rates of anxiety and depression symptoms in 507 patients with colorectal polyps were 21.50%(109/507) and 19.33%(98/507), respectively. The results of multivariable logistic analysis revealed that female ( OR=3.87, 95% confidence interval (95% CI) 2.30 to 6.51, P<0.001), maximum diameter of polyp ( OR=1.74, 95% CI 1.14 to 2.67, P=0.011), perception of polyps as cancer ( OR=13.96, 95% CI 1.48 to 132.07, P=0.022), and the occurrence of gastrointestinal symptoms after polyp detection ( OR=5.43, 95% CI 1.74 to 16.92, P=0.004) were independent risk factors of anxiety in patients with colorectal polyps. Female ( OR=2.42, 95% CI 1.47 to 4.00, P=0.001), the number of polyps ( OR=1.07, 95% CI 1.01 to 1.13, P=0.028) and the count of gastrointestinal symptoms ( OR=2.04, 95% CI 1.34 to 3.10, P=0.001) were independent risk factors of depression in patients with colorectal polyps. Conclusion:Gender, polyp size, number of polyps, disease perception, and concomitant gastrointestinal symptoms are associated with anxiety and depression in patients with colorectal polyps.

Objective To analyze the trends in Oncomelania hupensis distribution in Wuhan City, Hubei Province from 2003 to 2022, so as to provide insights into precision schistosomiasis control. Methods Data pertaining to O. hupensis snail survey in Wuhan City from 2003 to 2022 were collected. The trends in the proportion of areas with snail habitats, actual area with snail habitats, mean density of living snails and prevalence of Schistosoma japonicum infection in snails were evaluated in schistosomiasis-endemic areas of Wuhan City from 2003 to 2022 with the slope of trend curve (β), annual percent change (APC) and average annual percent change (AAPC) using a Joinpoint regression model. Results During the period from 2003 through 2022, there were two turning points for the proportion of areas with snail habitats in Wuhan City in 2005 and 2015, with a rise during the period from 2003 to 2005 (β₁ = 5.93, t = 1.280, P > 0.05), a decline from 2005 to 2015 (β₂ = −0.88, t = −2.074, P > 0.05) and a rise from 2015 to 2022 (β₃ = 1.46, t = −2.356, P < 0.05). During the period from 2003 through 2022, there were two turning points for the proportion of areas with snail habitats in islet endemic areas of Wuhan City in 2006 and 2015, with no significant differences in the trends from 2003 to 2006 (β₁ = 4.64, t = 1.888, P > 0.05) or from 2006 to 2015 (β₂ = −1.45, t = −2.143, P > 0.05), and with a tendency towards a rise from 2015 to 2022 (β₃ = 2.04, t = −3.100, P < 0.05). During the period from 2003 through 2022, there were two turning points for the proportion of areas with snail habitats in inner embankment endemic areas of Wuhan City in 2012 and 2020, with a tendency towards a decline from 2003 to 2012 (β₁ = −0.39, t = −4.608, P < 0.05) and with no significant differences in the trends from 2012 to 2020 (β₂ = 0.03, t = 0.245, P > 0.05) and from 2020 to 2022 (β₃ = 1.38, t = 1.479, P > 0.05). During the period from 2003 to 2022, the actual area with snail habitats all appeared a tendency towards a decline in Wuhan City, and in islet and inner embankment endemic areas of Wuhan City from 2003 to 2022 (AAPC = −2.39%, −5.75% and −2.35%, all P values < 0.05). The mean density of living snails reduced from 0.087 snails/0.1 m² in 2003 to 0.027 snails/0.1 m² in 2022 in Wuhan City, with a significant difference in the tendency towards the decline (APC = AAPC = −11.47%, P < 0.05). The annual mean decline rate of the mean density of living snails was 17.36% in outside embankment endemic areas of Wuhan City from 2003 to 2022 (APC = AAPC = −17.36%, P < 0.05), and there was no significant difference in the trends in the mean density of living snails in islet endemic areas of Wuhan City from 2003 to 2022 (APC = AAPC = −0.97%, P > 0.05). In addition, the prevalence of S. japonicum infection in snails appeared a tendency towards a decline in Wuhan City from 2003 to 2022 (APC = AAPC = −12.45%, P < 0.05). Conclusions The proportion of areas with snail habitats, actual area with snail habitats, mean density of living snails and prevalence of S. japonicum infection in snails all appeared a tendency towards a decline in Wuhan City from 2003 to 2022. Intensified snail control, modification of snail habitats, shrinking of areas with snails and implementation of grazing prohibition in snail-infested settings are required, in order to facilitate the progress towards schistosomiasis elimination in Wuhan City.