Objective To establish a deep learning-based visual model for intelligent recognition of Oncomelania hupensis, the intermediate host of Schistosoma japonicum, and evaluate the effects of different training strategies for O. hupensis image recognition. Methods A total of 2 614 datasets of O. hupensis snails and 4 similar snails were generated through field sampling and internet capture, and were divided into training sets and test sets. An intelligent recognition model was created based on deep learning, and was trained and tested. The precision, sensitivity, specificity, accuracy, F1 score and Youden index were calculated. In addition, the receiver operating characteristic (ROC) curve of the model for snail recognition was plotted to evaluate the effects of “new learning”, “transfer learning” and “transfer learning + data enhancement” training strategies on the accuracy of the model for snail recognition. Results Under the “transfer learning + data enhancement” strategy, the precision, sensitivity, specificity, accuracy, Youden index and F1 score of the model were 90.10%, 91.00%, 97.50%, 96.20%, 88.50% and 90.51% for snail recognition, which were all higher than those under both “new learning” and “transfer learning” strategies. There were significant differences in the sensitivity, specificity and accuracy of the model for snail recognition under “new learning”, “transfer learning” and “transfer learning + data enhancement” training strategies (all P values < 0.001). In addition, the area under the ROC curve of the model was highest (0.94) under the “transfer learning + dataenhancement” training strategy. Conclusions This is the first visual model for intelligent recognition of O. hupensis based on deep learning, which shows a high accuracy for snail image recognition. The “transfer learning + data enhancement” training strategy is helpful to improve the accuracy of the model for snail recognition.

Objective The tests of three types of auditory evoked potentials （AEPs） were performed on normal young adults, to understand the frequency characteristics of different testing methods and the relationship between response threshold and pure tone audiometry threshold of different methods, and to discuss the forensic value of 3 types of AEPs to evaluate hearing function. Methods Twenty normal young adults were selected, their standard pure tone audiometry threshold, short-term pure tone audiometry threshold and the response threshold of 3 types of AEPs （tone burst-auditory brainstem response, 40 Hz auditory event-related potential and slow vertex response） at 0.5 kHz, 1.0 kHz, 2.0 kHz and 4.0 kHz were recorded. The relationship between the response threshold and standard pure tone audiometry threshold, short-term pure tone audiometry threshold of 3 types of AEPs at different frequencies as well as the differences between different types of AEPs were analyzed. Results The short-term pure tone audiometry threshold was higher than the standard pure tone audiometry threshold at each frequency. The response threshold and standard pure tone audiometry threshold of the 3 types of AEPs all had a certain correlation, and the response threshold of the 3 types of AEPs was higher than short-term pure tone audiometry threshold and standard pure tone audiometry threshold at each frequency. The differences in the differences between the response threshold and standard pure tone audiometry threshold of the 3 types of AEPs at different frequencies had statistical significance. Linear regression mathematical models were established to infer the standard pure tone audiometry threshold （hearing level） from response threshold （sound pressure level） of 3 types of AEPs of normal young adults. Conclusion When using response threshold of different types of AEPs to estimate pure tone audiometry threshold, conversion and correction are needed. Combined use of different types of AEPs could improve the accuracy of hearing function evaluation.
Audiometry, Evoked Response ; Audiometry, Pure-Tone ; Auditory Threshold ; Evoked Potentials, Auditory ; Evoked Potentials, Auditory, Brain Stem ; Hearing ; Humans ; Young Adult

Schistosomiasis was once heavily endemic in Jiangsu Province. Following the control efforts for several decades, schistosomiasis was almost eradicated in all endemic counties in Jiangsu Province in 1980, and transmission control was achieved in the province in 2011. According to the principle of “implementing the control measures with adaptation to local circumstances and guiding the control programs with classified interventions”, an integrated strategy with emphasis on the management of both infectious sources and snails has been recently employed for schitsosomiasis control in Jiangsu Province. In addition, a sensitive and highly effective surveillance system has been built and the application of novel techniques and information construction has been intensified to effectively interrupt the transmission of schistosomiasis in the Province. Transmission interruption of schistosomiasis was achieved in all endemic counties in Jiangsu Province. The paper summarizes the endemic situation of schistosomiasis, progress of schistosomiasis control, and major schistosomiasis control measures implemented during the stage of transmission interruption in Jiangsu Province.

Objective To observe the effects of superfine powder of Erigeron breviscapus on chronic renal failure (CRF) in rats induced by adenine. Methods SD rats were randomly divided into control group, model group, superfine powder and common powder of E. breviscapus groups, 10 rats in each group. The control group received routine feeding, while the other three groups received intragastrically (ig) with adenine (250 mg/kg) for 21 d to establish rat CRF models. Then, the rats in the control group and model group were received ig with equal volume of distilled water. Also, the rats in the superfine powder and common powder of E. breviscapus group were administered ig with E. breviscapus (3 g/kg) for 42 d. During the experiment, the general condition of each group of rats were observed and the levels of serum creatinine (Scr) and blood urea nitrogen (BUN) were determined. Expressions of transforming growth factor-β1 (TGF-β1) and plasminogen activator inhibitor-1 (PAI-1) at mRNA level were determined by qRT-PCR. Concentrations of kidney tissue inflammatory cytokines tumor necrosis factor-α (TNF-α) and interleukin-1β (IL-1β) were determined by ELISA. Moreover, the kidney tissue was taken for histopathological observation. Results The rats in CRF model group after treatment with superfine and common powder of E. breviscapus appeared different levels of decrease of Scr, BUN, TNF-α, IL-1β, and mRNA expression of TGF-β1 and PAI-1 (P < 0.05). The pathologic changes of kidney tissue were also alleviated in different degrees. The treatment effect of superfine powder of Erigeron breviscapus was better than that of common powder group. Conclusion E. breviscapus has a good renal protective effect in rats with CRF. Furthermore, the superfine powder is more effective than the common powder in the protective effects of renal.

Next generation sequencing (NGS) has developed very rapidly in the last decade. Compared with Sanger sequencing, NGS has the advantages of high sensitivity and high throughput. Movement disorders are a common type of neurological disease. Although traditional linkage analysis has become a standard method to identify the pathogenic genes in diseases, it is getting difficult to find new pathogenic genes in rare Mendelian disorders, such as movement disorders, due to a lack of appropriate families with high penetrance or enough affected individuals. Thus, NGS is an ideal approach to identify the causal alleles for inherited disorders. NGS is used to identify genes in several diseases and new mutant sites in Mendelian movement disorders. This article reviewed the recent progress in NGS and the use of NGS in Mendelian movement disorders from genome sequencing and transcriptome sequencing. A perspective on how NGS could be employed in rare Mendelian disorders is also provided.
Alleles ; Genetic Linkage ; High-Throughput Nucleotide Sequencing ; methods ; Humans ; Movement Disorders ; diagnosis ; genetics ; Sequence Analysis, DNA ; Transcriptome

Objective To investigate the compliance and influencing factors of postoperative function exercise in patients with tibial plateau fractures .Methods By convinience sampling method , 60 patients who were diagnosed with tibial plateau fracturesand and needed to receive postoperative function exercise were surveyed at the third day after surgery by general information , compliance of functional exercise , numerical rating scale ( NRS) , self-rating anxiety scale ( SAS) and self-rating depression scale ( SDS) .Influencing factors of compliance in patients with postoperative function exercise were analyzed by Logistic regression anslysis . Results Among 60 postoperative patients with tibial plateau fractures , there were 28 patients of noncompliance , which accounted for 46.7%, while there were 32 patients of compliance and that accounted for 53.35%.The Logistic regression analysis showed that: anxiety (OR=1.71, 95%CI 1.54~1.90), depression (OR=3.01, 95%CI 1.99~4.54), pain (OR=1.99, 95%CI 1.65~2.38), marital status (OR=1.69, 95%CI 1.22~2.32 ) were seperated dangerous factors that would affect the early postoperative function exercise of patients with tibial plateau fractures , and cultural degree ( OR=0.89, 95%CI 0.81~0.94) was its protective factor.Conclusions The compliance of early functional exercise in patients with tibial plateau fractures is not high, and anxiety, depression, pain, marital status are influencing factors of compliance .Health education and psychological intervention should be strengthened to improve the compliance and rehabilitation effect .

Atropa belladonna is a medicinal plant and main commercial source of tropane alkaloids (TAs) including scopolamine and hyoscyamine, which are anticholine drugs widely used clinically. Based on the high throughput transcriptome sequencing results, the digital expression patterns of UniGenes representing 9 structural genes (ODC, ADC, AIH, CPA, SPDS, PMT, CYP80F1, H6H, TRII) involved in TAs biosynthesis were constructed, and simultaneously expression analysis of 4 released genes in NCBI (PMT, CYP80F1, H6H, TRII) for verification was performed using qPCR, as well as the TAs contents detection in 8 different tissues. Digital expression patterns results suggested that the 4 genes including ODC, ADC, AIH and CPA involved in the upstream pathway of TAs, and the 2 branch pathway genes including SPDS and TRII were found to be expressed in all the detected tissues with high expression level in secondary root. While the 3 TAs-pathway-specific genes including PMT, CYP80F1, H6H were only expressed in secondary roots and primary roots, mainly in secondary roots. The qPCR detection results of PMT, CYP80F1 and H6H were consistent with the digital expression patterns, but their expression levels in primary root were too low to be detected. The highest content of hyoscyamine was found in tender stems (3.364 mg x g(-1)), followed by tender leaves (1.526 mg x g(-1)), roots (1.598 mg x g(-1)), young fruits (1.271 mg x g(-1)) and fruit sepals (1.413 mg x g(-1)). The highest content of scopolamine was detected in fruit sepals (1.003 mg x g(-1)), then followed by tender stems (0.600 mg x g(-1)) and tender leaves (0.601 mg x g(-1)). Both old stems and old leaves had the lowest content of hyoscyamine and scopolamine. The gene expression profile and TAs accumulation indicated that TAs in Atropa belladonna were mainly biosynthesized in secondary root, and then transported and deposited in tender aerial parts. Screening Atropa belladonna secondary root transcriptome database will facilitate unveiling the unknown enzymatic reactions and the mechanisms of transcriptional control.
Alkaloids ; biosynthesis ; genetics ; metabolism ; Atropa belladonna ; genetics ; metabolism ; Gene Expression Regulation, Plant ; genetics ; Hyoscyamine ; genetics ; metabolism ; Plants, Medicinal ; genetics ; metabolism ; Scopolamine Hydrobromide ; metabolism ; Tropanes ; metabolism

Liver cancer is a common malignant tumor in China and a major health concern. We aimed to estimate the liver cancer incidence and mortality in China in 2010 using liver cancer data from some Chinese cancer registries and provide reference for liver cancer prevention and treatment. We collected and evaluated the incidence and mortality data of liver cancer in 2010 from 145 cancer registries, which were included in the 2013 Chinese Cancer Registry Annual Report, calculated crude, standardized, and truncated incidences and mortalities, and estimated new liver cancer cases and deaths from liver cancer throughout China and in different regions in 2010 from Chinese practical population. The estimates of new liver cancer cases and deaths were 358,840 and 312,432, respectively, in China in 2010. The crude incidence, age-standardized rate by Chinese standard population (ASR China), and age-standardized rate by world standard population (ASR world) were 27.29/100,000, 21.35/100,000, and 20.87/100,000, respectively; the crude, ASR China, and ASR world mortalities were 23.76/100,000, 18.43/100,000, and 18.04/100,000, respectively. The incidence and mortality were the highest in western regions, higher in rural areas than in urban areas, and higher in males than in females. The age-specific incidence and mortality of liver cancer showed a rapid increase from age 30 and peaked at age 80-84 or 85+. Our results indicated that the 2010 incidence and mortality of liver cancer in China, especially in undeveloped rural areas and western regions, were among high levels worldwide. The strategy for liver cancer prevention and treatment should be strengthened.
China ; epidemiology ; Female ; Humans ; Incidence ; Liver Neoplasms ; epidemiology ; mortality ; Male ; Registries ; Rural Population ; Sex Distribution ; Urban Population

OBJECTIVETo develop the national neglect norms for urban primary school students in China.

METHODSAccording to multi-stage stratified cluster sampling principle, 24 cities of 13 provinces (municipalities) in China were selected during December 1 to 31, 2008. A total of 1491 students in grade 1 - 3 and 2236 students in grade 4 - 6 were selected. Questionnaire was designed by authors and the final norms were determined through several statistical analysis methods, such as item analysis method, factor analysis method, reliability analysis method. The reliability analysis and validity analysis were used to test the stability and reliability of the norms. The evaluation criteria of the scale was determined by the percentile method, then the initial development of the norm was completed.

RESULTSThe two questionnaires of grade 1 - 3 and grade 4 - 6 students consisted of 55 and 57 items, respectively, whose item loadings were ranged from 0.301 to 0.687 and 0.321 to 0.730, which met the statistical requirements. For grade 1 - 3 students, the scale's total Cronbach α coefficients was 0.914, the total split-half reliability coefficients was 0.896, the Cronbach α coefficients of four level was above 0.737 except medical and social neglect, split-half reliability was ranged from 0.461 to 0.757; for grade 4-6 students, the scale's total Cronbach α coefficients was 0.916, split-half reliability was 0.883, except social neglect, the Cronbach α coefficients of other level was ranged 0.457 to 0.856, split-half reliability was ranged from 0.500 to 0.798. The total neglect cut-off score of the two scales grade 1-3 and 4-6 were 125 and 155, respectively.

CONCLUSIONThe structure of two norms was reasonable. The scales have good stability and reliability.

Child ; Child Abuse ; prevention & control ; statistics & numerical data ; China ; epidemiology ; Female ; Humans ; Male ; Reproducibility of Results ; Schools ; Students ; Surveys and Questionnaires