Objective To investigate the feasibility of developing a grading diagnostic model for schistosomiasis-induced liver fibrosis based on B-mode ultrasonographic images and clinical laboratory indicators. Methods Ultrasound images and clinical laboratory testing data were captured from schistosomiasis patients admitted to the Second People’s Hospital of Duchang County, Jiangxi Province from 2018 to 2022. Patients with grade I schistosomiasis-induced liver fibrosis were enrolled in Group 1, and patients with grade II and III schistosomiasis-induced liver fibrosis were enrolled in Group 2. The machine learning binary classification tasks were created based on patients’radiomics and clinical laboratory data from 2018 to 2021 as the training set, and patients’radiomics and clinical laboratory data in 2022 as the validation set. The features of ultrasonographic images were labeled with the ITK-SNAP software, and the features of ultrasonographic images were extracted using the Python 3.7 package and PyRadiomics toolkit. The difference in the features of ultrasonographic images was compared between groups with t test or Mann-Whitney U test, and the key imaging features were selected with the least absolute shrinkage and selection operator (LASSO) regression algorithm. Four machine learning models were created using the Scikit-learn repository, including the support vector machine (SVM), random forest (RF), linear regression (LR) and extreme gradient boosting (XGBoost). The optimal machine learning model was screened with the receiver operating characteristic curve (ROC), and features with the greatest contributions to the differentiation features of ultrasound images in machine learning models with the SHapley Additive exPlanations (SHAP) method. Results The ultrasonographic imaging data and clinical laboratory testing data from 491 schistosomiasis patients from 2019 to 2022 were included in the study, and a total of 851 radiomics features and 54 clinical laboratory indicators were captured. Following statistical tests (t = −5.98 to 4.80, U = 6 550 to 20 994, all P values < 0.05) and screening of key features with LASSO regression, 44 features or indicators were included for the subsequent modeling. The areas under ROC curve (AUCs) were 0.763 and 0.611 for the training and validation sets of the SVM model based on clinical laboratory indicators, 0.951 and 0.892 for the training and validation sets of the SVM model based on radiomics, and 0.960 and 0.913 for the training and validation sets of the multimodal SVM model. The 10 greatest contributing features or indicators in machine learning models included 2 clinical laboratory indicators and 8 radiomics features. Conclusions The multimodal machine learning models created based on ultrasound-based radiomics and clinical laboratory indicators are feasible for intelligent identification of schistosomiasis-induced liver fibrosis, and are effective to improve the classification effect of one-class data models.

Objective: To investigate the differences in enolase and laminin levels in vaginal epithelial tissues between mice successfully infected withGardnerellaand mice not infected with Gardnerella, providing information for further exploration of the correlation between enolase and laminin levels and the incidence of bacterial vaginosis. Methods: Gardnerella strains isolated, purified, and identified from vaginal secretions of patients with bacterial vaginosis were used to infect the vagina of mice and establish a mouse model of bacterial vaginosis. Successful and failed mice was defined as successful and failed groups, respectively. Differential expression of enolase and laminin in the vaginal epithelial tissue of two groups of mice was detected by Western blot. Modeling success rate was statistically analyzed, and the expression differences of enolase and laminin was compared between two groups. Results: One strain of Gardnerella vaginalis infected 10 SPF grade KM mice, 7 mice met the diagnostic criteria for bacterial vaginosis, and 3 mice failed to model, with a success rate of 70%. Western blot was used to detect protein expression levels, and the levels of laminin and enolase in the successfully modeled mouse vaginal epithelial tissue were significantly higher than those in the failed modeling group, with statistical differences between the two groups(P<0.05). Conclusion Enolase and laminin may be involved in the occurrence of bacterial vaginosis, however, further research is needed to determine the mechanisms through which they trigger the occurrence and development of the disease.

Objective　To observe the molluscicidal effect of a new molluscicide, 10% chlorosalicylicamide (LDS), against the intermediate hosts of Schistosoma mansoni - Biomphalaria glabrata and Biomphalaria straminea, thus to provide the experimental foundation for the field application of this molluscicide. Methods　The 10% LDS was formulated into the series of standard solutions with effective concentrations of 0.400 0, 0.200 0, 0.100 0, 0.050 0, 0.025 0 mg/L and 0.012 5 mg/L, respectively. B. glabrata and B. straminea were separately immersed in these solutions in the laboratory. The deaths of the above snails were observed after immersing into the solutions for 24, 48, and 72 h, and the mortalities of each group were computed, as well as the median lethal concentration LC50 (s) and relative toxicity indexes were calculated. Meanwhile, 50% wettable power of niclosamide ethanolamine salt (WPN) was set as the drug group, and dechlorinated water as the blank control group. Results　 The effective concentration of LDS at or above 0.100 0 mg/L, or WPN at or above 0.200 0 mg/L resulted in a 100% mortality rate for B. glabrata and B. straminea after immersing 24, 48, and 72 h. The LC50 (s) at 24, 48, and 72 hours for Biomphalaria glabrata immersed in the LDS series concentration solution was 0.047 95, 0.046 52, and 0.037 10 mg/L, respectively; while the LC50 (s) of B. glabrata in WPN serial solutions was 0.063 48, 0.057 05, 0.057 05 mg/L for 24, 48 and 72 h, respectively. For Biomphalaria straminea, the LC50 (s) at 24, 48, and 72 hours in the LDS solution was 0.012 35, 0.013 99, and 0.008 40 mg/L, respectively; and for the WPN solution, it was 0.058 95, 0.025 71, and 0.0237 5 mg/L. Using WPN as the standard drug which had higher value of LC50, and the relative toxicity index of WPN was set to 1.00, the relative toxicity indexes of LDS against B. glabrata were 1.32, 1.23 and 1.54 for 24, 48 h and 72 h, respectively, while for B. straminea, it was 4.77, 1.84, and 2.83. After 24, 48, and 72 hours of immersion in LDS, the number of surviving B. glabrata was significantly higher than that of B. straminea, with a statistical significance (χ2=8.044, 5.263, 4.658, P<0.05, respectively). Conclusions　Compared to the traditional molluscicide WPN, 10% LDS shows a superior molluscicidal effect on B. glabrata and B. straminea, especially demonstrating heightened sensitivity and efficacy on B. straminea, suggesting its potential as a substitute agent for snail control.

Objective:To analyze the relationship between both quality and duration of sleep and type 2 diabetes in middle-aged and elderly people in Shanghai.Method:Baseline data was from the '2017 epidemiological survey in Shanghai community residents aged 35 and above on type 2 diabetes’. Restricted cubic splines were used to draw dose-response curves to show the relationship between PSQI score, sleep duration and type 2 diabetes. Logistic regression model was used to analyze the effects of quality and duration of sleep as well as the interaction, on type 2 diabetes.Results:Results showed that the average PSQI score was (4.09±0.10) points, the proportion of poor sleep quality was 12.55% (95% CI: 10.77-14.58) and the average sleep duration was (7.19±0.03) hours. The relationship between PSQI score and diabetes appeared linear, with the relationship between sleep duration and diabetes as U-shaped. After adjusting for confounders, both poor sleep quality (>7 for PSQI score) and short sleep duration (sleep duration <6 hours) significantly increased the risk of type 2 diabetes, with OR=1.17 (95% CI: 1.06-1.30) and 1.20 (95% CI: 1.01-1.41), respectively. From the interaction analysis, data showed that after adjusting for confounders, both sleep duration <6 hours ( OR=1.30, 95% CI: 1.12-1.52) and ≥8 hours ( OR=1.79, 95% CI: 1.04-3.07) with poor sleep quality would increase the risks on diabetes. Conclusion:Both poor sleep quality and short sleep duration were associated with the risk of diabetes, while long sleep duration was only associated with the risk of diabetes when accompanied by poor quality of sleep.

Objective To analyze the causes of death in patients with ST-segment elevation myocardial infarction (STEMI) following primary percutaneous coronary intervention (PCI).Methods The clinical data of 1 213 patients [845 males and 368 females,mean age:(60.83±12.31) years] with STEMI who underwent direct PCI in Linyi People's Hospital from January 2010 to May 2014 and followed-up for 3-7 years were retrospectively analyzed.The causes of death and predictors were analyzed.Results Among 1 135 patients,129 died during the follow-up.Thirty nine patients died in the first 2 weeks and 97.4％ (38/39)due to cardiovascular causes;29 died between 2 weeks and 1 year and 62.1％ (18/29)due to cardiovascular causes;61 died after 1 year and 40.9％ (25/61)from cardiovascular causes,19.7％ (12/61) from cancer,14.8％ (9/61)from stroke.Multivariate Cox regression analysis showed that age ≥70 years,increase of serum creatinine,LVEF≤40％,symptom-to-balloon time＞360 min,cardiac shock,triple vessel lesion,TIMI blood flow less than grade 3 were independent predictors of all death.Conclusion Cardiovascular conditions are the main cause of death in the first year and non-cardiovascular conditions are the main cause of death 1 year after primary PCI in patients with STEMI.It is suggested that long-term surviving patients should also pay close attention to non-cardiac risk factors.

Objective To study the vaginal microecology of the patients in the outpatient department of Obstetrics and gynecology in China.Methods A multicenter cross-sectional study was conducted in gynecologic clinic of 9 collaborative hospitals in China.200 consecutive patients were collected in each hospital and their vaginal microecology combined with related factors were analyzed.Results A total of 2 093 specimens were collected in this study.The detection rate of Trichomonas was 5.5%(115/2 093). The detection rate of Candida mycelia was 15.9%(333/2 093), with germinal spores was 4.1%(86/2093).The detection rate of bacterial vaginosis was 18.8%(394/2 093).The distribution results of vaginal flora in patients showed that the normal flora accounted for only 27.3%(571/2 093).The normal flora with the insufficiency of H2O2 accounted for 23%(480/2 093).The bacteria inhibiting flora accounted for 3.8%(79/2 093).The abnormal microflora(non BV type)accounted for 14.9%(312/2 093).The abnormal microflora(BV intermediate type)accounted for 13.4%(280/2 093).The abnormal microflora(BV type)accounted for 17.6%(369/2 093).The average pH of vaginal discharge was 4.58 ±0.495.There was no significant difference of the incidence of trichomonas and bacterial vaginosis between north and south of the Yangtze river, while the detection rate of fungal hyphae and the fungal spores is significantly higher in the south than that in the north.The analysis results of factors affecting the microecology showed that age and contraception methods were two important factors.The patients′age from bacteria inhibition group was 49.64 +16.68 which was significantly higher than that of the other microecology groups.The proportion of abnormal microflora of patients from the oral contraceptive group was 40%(20/50).The proportion of abnormal microflora of patients from IUD group was 36.6%(63/172).Compared with these two contraception methods, the proportion of abnormal microflora of patients from condoms usage group was 27.8%(91/327)which was significantly lower.The incidence of abnormal leucorrhea in the normal group was 37.7%, which was significantly lower than that of other abnormal groups.Conclusion This study showed the vaginal microecology status of the Chinese outpatient ′s clinic and found that the vagina microecology was related to age, region and contraceptive methods.The typical manifestation of microecological abnormality is the increase of leucorrhea.(Chin J Lab Med,2018, 41:287-291)

Objective To identify a myeloid differentiation factor 88(MyD88)in Oncomelania hupensis,and characterize the role of MyD88 against Schistosoma japonicum infection. Methods The complete cDNA of MyD88 in O. hupensis was ob-tained by using rapid amplification of cDNA ends(RACE),and homologues sequences and conserved domains were aligned and the structure of MyD88 was predicted either. A phylogenetic tree of MyD88 was further constructed with other species. In ad-dition,the mRNA expression level of O. hupensis MyD88 before and after S. japonicum infection was investigated by real-time quantitative PCR(RT-qPCR). Results The cDNA of O. hupensis MyD88 consisted of 1406 bp open reading frame(ORF),en-coding 468 amino acid residues,which contained death domain and Toll/interlrukin-1 receptor(TIR)domain,the typical fea-tures of MyD88 family proteins. The predicted amino acid sequence of O. hupensis MyD88 shared 38%-52%identity with other mollusc. O. hupensis MyD88 was phylogenetically closeted to Biomphalaria glabrata MyD88. The O. hupensis MyD88 existed in all selected tissues and expressed highly in hemocyte,up-regulated after S. japonicum infection in all selected tissues except cephalopodium,especially higher in whole snail and hemocyte. Conclusion MyD88-dependent signaling pathway is present in O. hupensis and plays an important role in innate immune response against S. japonicum infection.

Objective To investigate the variants presence and intratype lineages distribution of Human papillomavirus type 52 (HPV52) in Chinese women.Methods A total of 1 244 cervical specimens were collected.After DNA extraction and genotyping,79 HPV52 single positive DNA specimens were analyzed for E7 oncogenes and Long Control Region (LCR) fragments sequence variations.Finally,50 samples were sequenced for both of the two fragments.Constituent ratio of HPV52 Lineage distribution was compared between mainland China and other regions of Asia.Results DNA variation of E7 and LCR were detected in 92.0％ (46/50) and 96.0％ (48/50) of the cases respectively.Five and fourteen variants of HPV52 E7 and LCR were found respectively.Lineage B was the most prevalent lineage across all of the HPV52 single infection cases (90.0％,45/50),lineage A accounted for 8.0％ (4/50),and lineage C accounted for 2.0％ (1/50),and no lineage D was found.Constituent ratio of HPV52 Lineage distribution was different in different regions of Asia.Conclusions There is a high frequency of mutation in HPV52 E7 and LCR in China.Constituent ratio of HPV52 Lineage distribution of Asia has the character of geographical dependence.

OBJECTIVETo examine the differential expression of miRNAs in colon cancer tissues and matched tumor adjacent tissues.

METHODSDifferential expression of microRNAs in twenty paired human colon cancer tissues and adjacent tissues were detected by QPCR. miRNAs with significantly differential expression (fold change >2.4 and P<0.01) were screened to analyze their accumulation by Cluster analysis. Thus correlation of miRNA and other colon cancer-associated proteins was examined.

RESULTSExpressions of 17 miRNAs were significantly reduced in colon cancer tissues. Cluster analysis showed that miR763-3, miR451 and miR99a had similar expression. Plasma CK20 level was negatively correlated with miR100 (r=-0.948), miR152a-5p (r=-0.948), miR125b (r=-0.949), miR145 (r=-0.949) and miR145*(r=-0.949) (all P<0.05).

CONCLUSIONmiR145 and other 16 miRNAs may be used as diagnostic molecular markers of colon cancer, and miR100, miR125a-5p, miR125b, miR145 and miR145* may become the molecular markers of colon cancer lymph node metastasis.

Cluster Analysis ; Colonic Neoplasms ; genetics ; Gene Expression Profiling ; Gene Expression Regulation, Neoplastic ; Genomics ; Humans ; Lymphatic Metastasis ; MicroRNAs ; genetics

This study was aimed to analyze the value of the SPECT MPI to myocardial ischemia and cardiac function parameters in the CAD prognosis assessment. A total of 890 patients with suspected CAD underwent adenosine loading stress gated SPECT. At a mean follow-up of (2.3 +/- 0. 4) year, a total of 37 adverse events occurred, including 12 cardiac deaths and 25 nonfatal myocardial infarctions. Univariate Cox analysis showed that diabetes (wald 6.95, P < 0.01), SSS (wald 24.31, P < 0.001), EF (wald 17.14, P < 0.001), ESV (wald 8.58, P < 0.01) and EDV (wald 7.95, P < 0.01) were significant predictors of MACEs. Multivariate Cox analysis showed that SSS (wald 6.69, P < 0.05) and EF (wald 4.70, P < 0.05) were independent predictors. According to the results, SSS and EF are both independent predictors of MACEs.
Adenosine ; Aged ; Cardiac-Gated Single-Photon Emission Computer-Assisted Tomography ; methods ; Coronary Disease ; diagnostic imaging ; physiopathology ; Female ; Humans ; Male ; Middle Aged ; Prognosis ; Tomography, Emission-Computed, Single-Photon ; methods ; Ventricular Function, Left ; physiology