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Video anomaly detection is one of the most significant research tasks in computer vision area. It aims to inteliigently identify the events that do not conform to expected behavior based on pattern recognition and computer vision methods. Video anomaly detection is widely applied and there is an enormous potential demand in modern society. Meanwhile inspired by the successful achievements in various area of emerging deep earning technologies more and more newly-emerged methods are conducted on video a nomally detection problem. Firstly, we retrospect the definition and main challenges of video anomaly detection. Secondly, we introduce the mainstream video anomaly detection methods from three primary technical steps (video event extraction, video event representation, video event modeling and detection) of video anomaly detection, and conclude their advantages as well as drawbacks respectively. Finally, we introduce the benchmark datasets and evaluation metrics of video anomaly detection, compare the performance of mainstream methods and give conclusions and prospects. [ABSTRACT FROM AUTHOR]

Danzhi Xiaoyao Powder is a classical prescription for anxiety. This study aims to analyze the effect of this medicine on mitochondrial morphology and function of anxiety rats and explore the mechanism of it against anxiety. Specifically, uncertain empty bottle drinking water stimulation(21 days) was employed to induce anxiety in rats. The elevated plus-maze test and open field test were respectively performed on the 7 th, the 14 th, and the 21 st days of the stimulation, so as to detect the anxiety-related protein index brain-derived neurotrophic factor(BDNF) and evaluate the anxiety level of animals. On this basis, the effect of this prescription on anxiety rats was preliminarily evaluated. After the behavioral test on the 21 st day, rats were killed and the brain tissues were separated for the observation of the mitochondrial morphology and the determination of mitochondrial function-related indicators and the adenosine 5'-monophosphate-activated protein kinase(AMPK) level. The results showed that Danzhi Xiaoxiao Powder could alleviate the anxiety-like behavior of rats, significantly increase the percentage of time in open arm in elevated plus-maze test and the ration of activity time in the central area of the field, dose-dependently raise the activity levels of respiratory chain complex Ⅰ,Ⅱ,Ⅲ and Ⅳ and the adenosine triphosphate(ATP) content, and elevate the levels of BDNF and phosphorylated AMPK(p-AMPK). Clear structure and intact morphology of mitochondrial cristae in medial prefrontal cortex cells and amygdala were observed in the Danzhi Xiaoyao Powder group. In summary, Danzhi Xiaoyao Powder exerts therapeutic effect on anxiety, and the mechanism is the likelihood that p-AMPK protects the structure and maintains the function of mitochondria.

Objective: To investigate the down-regulation of ANRIL (Antisense non-coding RNA in the INK4 Locus) effects on proliferation and apoptosis of Kasumi-1 cells and its related molecular mechanism., Methods: Recombinant lentivirus was used to construct ANRIL down-regulation Kasumi-1 cells (sh-ANRIL group) and its control cells (sh-NC group). A fluorescence microscope was used to observe the transfection efficiency, RT-qPCR was used to detect knockdown efficiency and ANRIL expression in PBMCs and MBMCs of patients with acute myeloid leukemia (AML). Proliferation and apoptosis of Kasumi-1 cells were assayed by CCK-8 method and flow cytometry. Western blot was employed to detect the expression of PI3K, AKT, p-AKT, and relevant protein after down-regulation of ANRIL in Kasumi-1 cells., Results: ANRIL overexpressed significantly in PBMCs and MBMCs of patients with AML, the transfection efficiency of recombinant lentivirus carrying sh-ANRIL and sh-NC on Kasumi-1 cells exceeded 90%, and the knockdown efficiency was 70%. When DNR was administrated for 24, 48, and 72 hours, the cell inhibition rate of the sh-ANRIL group was (47.40±1.49)%, (69.11±0.51)% and (91.82±1.10)%, which were significantly higher than those of the sh-NC group, respectively (P<0.05). The apoptotic rate in the sh-ANRIL group was (10.29±0.58)%, which was significantly higher than (5.42±0.67)% of the sh-NC group (P<0.01). After DNR treatment for 24 hours, the apoptotic rate of the sh-ANRIL group was (54.41±1.69)%, which was significantly higher than (38.28±1.42)% of sh-NC group (P<0.001). Western blot revealed that the protein levels of PI3K, p-AKT, PCNA, and BCL-2 in the sh-ANRIL group were reduced significantly than those in the sh-NC group, while the BAX protein expression increased., Conclusion: ANRIL may affect the proliferation and apoptosis of Kasumi-1 cells through PI3K/AKT signaling pathway. ANRIL is a potential therapeutic target for AML.

Objective: To observe the effect of acupuncture on the expression of cortical brain-derived neurothrophic factor (BDNF) and tyrosine kinase receptor B (TrkB) mRNAs, and phosphorylated extracellular regulated protein kinases (p-ERK) 1/2 and phosphorylated cAMP response element binding protein (p-CREB) proteins in cerebral ischemia (CI) rats, so as to explore its neuroprotective mechanism on ischemic brain tissue., Methods: Thirty male SD rats were randomly divided into sham-operation (control), model and acupuncture groups, with 10 rats in each group. The CI model was established by occlusion of the left middle cerebral artery (MCAO) using thread embolization method. Manual acupuncture was applied to"Baihui"(GV20),"Quchi"(LI11),"Neiguan"(PC6),"Hegu"(LI4),"Zusanli"(ST36),"Sanyinjiao"(SP6) and"Shenmai"(BL62) once daily, 6 days a week for 2 weeks. The modified neurological severity score (mNSS) including motor, sensation, balance, and neural reflex functions (0 point, normal; 18 points, maximal deficit) was used to assess the neurological impairment state. The expression levels of p-ERK 1/2 and p-CREB proteins, and BDNF and TrkB mRNAs in the ischemic cerebral cortex were measured by Western blot and real-time fluorescence quantitative PCR, respectively., Results: The mNSS was significantly increased on day 1, 7 and 14 in the model group compared with the control group ( P <0.01), and evidently decreased on day 14 in the acupuncture group in contrast to the model group ( P <0.05). The expression levels of BDNF and TrkB mRNAs, and p-ERK1, p-ERK2 and p-CREB proteins on day 7 and 14 were significantly lower in the model group than in the control group ( P <0.001). Following acupuncture treatment, the down-regulated expression levels of the two genes and the three proteins on day 14 were reversed ( P <0.001, P <0.05, P <0.01)., Conclusion: Acupuncture may promote neurological recovery in rats with cerebral ischemia, which may be related to its function in up-regulating the activities of BDNF/TrkB-ERK-CREB signaling in the cerebral cortex on the ischemic side.

Pelvic lymph node dissection is an important step in radical prostatectomy (RP). Extended pelvic lymph node dissection (ePLND), currently employed for patients with intermediate- or high-risk PCa, may lead to overtreatment, prolong the operation time, and increase the risks of complications. Sentinel lymph node (SLN) is defined as the first metastasis lymph node from the primary tumor. In addition, SLN distribution is essential for overall lymph node dissection. However, due to the complex and diverse lymphatic drainage pathways and the inaccuracy of lymphatic tracing technology, SLN distribution and dissection have always been controversial. This review focuses on the application of pelvic SLN tracing technique in radical prostatectomy.

Macrobenthos from 20 sites of 17 rivers in Beijing were investigated in the spring of 2019, and the relationship between community structure characteristics and environmental factors was analyzed. A total of 64 classification units (species) of macrobenthos from 3 phyla, 6 classes, and 32 families were identified. We found that there were large spatial differences between the density composition and dominant species of macrobenthos. Mountainous river area had the highest density of aquatic insects (33.95 ind.·m -2 ), and the main dominant species were Simuliidae sp., Hydropsyche sp., and Paraciadius alpicola . In suburban areas, Chironomidae and Oligochaeta showed the largest average density, which was 82.58 ind.·m -2 and 36.21 ind.·m -2 , respectively, and Polypedilum nubeculosum and Chironomus pallidivittatus were the dominant species in this area. Furthermore, macrobenthos in urban rivers were mainly Gastropods (88.75 ind.·m -2 ), and the dominant species were Bellamya aeruginosa and Bellamya purificata . Fourteen more species were found in the urban and suburban river areas than in mountain areas. According to the results of the canonical correspondence analysis, there were many factors affecting the community structure of macrobenthos, including water temperature, TN, Chl-a, pH, and human activity. Nutrient concentration was the main factor affecting the community structure of macrobenthos in the suburban river area, while human activities and water temperature were the major determinants of the macrobenthos community structure in mountainous and urban rivers.

To clarify the spatial distribution characteristics of zooplankton communities and the relationship between zooplankton and water environmental factors, 81 samples from 28 rivers and lakes in Beijing were collected in September 2017. A total of 68 species of zooplankton were identified, including 17 species of protozoa (25%), 36 species of rotifers (53%), 13 species of cladocera (19%), and copepods (3%, which were mainly copepodids and nauplii). Among 15 dominant species, 12 were copepods and rotifers. Zooplankton communities varied between the different rivers:The zooplankton in rivers in mountainous areas were mainly protozoa and copepods; in suburban areas, communities were dominated by copepods; and in urban areas, rotifers were dominant. A comprehensive water quality index, the Shannon-Wiener index, the Pielou evenness index, and the Margalef richness index were also calculated. Results showed that the water quality of the rivers in mountainous areas was generally better than in urban areas, which was better than in suburban areas. TN was found to be the main form of pollution using the single factor water quality index. Principal component analysis (PCA) and canonical correspondence analysis (CCA) identified that NH 4 + -N, BOD 5 , and COD had a significant effect on zooplankton community characteristics.

Sojae Semen Praeparatum (SSP) is commonly used as a type of dietetic Chinese herb. By collecting and analyzing ancient and recent literatures, a textual criticism was conducted on the historical evolution of the processing of SSP. Fermented soybean was recorded in Shijing, and relevant rational processing was described in Qimin Yaoshu. In the early time, fermented soybean included the type of "salty" and "light". After the Ming Dynasty, "light" fermented soybean or SSP was recognized as a better medicinal matter than salty fermented soybean, and the fermentation processing was recorded more clearly. In modern time, many characteristic methods for processing SSP have been developed. Today, the processing of SSP is mainly based on the Chinese Pharmacopoeia, which records soybean as a main ingredient and Artemisiae Annuae Herba, Mori Folium as excipients., Competing Interests: The authors of this article and the planning committee members and staff have no relevant financial relationships with commercial interests to disclose., (Copyright© by the Chinese Pharmaceutical Association.)

Objective: To investigate the inhibition of the expression of steroid receptor coactivator-1 (SRC-1) in the LNCap cell line through RNA interference (RNAi) and the effect of the silenced SRC-1 gene on LNCap cells., Methods: The experiment included four groups: siRNA transfection, siRNA negative control, bland vehicle (with Lipofectamine 2000 but no siRNA), and blank control (with neither Lipofectamine 2000 nor siRNA). LNCap cells were transfected with designed siRNA using the liposomes method, the expressions of SRC-1 determined by Q-PCR and Western blot, and the proliferation of the LNCap cells detected by the CCK-8 method., Results: The expression of SRC-1 mRNA in the transfected LNCap cells was decreased by 35% at 24 hours and 77% at 48 hours, with statistically significant differences from the blank control group (P < 0.05). The SRC-1 protein expression of the transfected group was 0.359 +/- 0.034 at 24 hours and 0.257 +/- 0.065 at 48 hours, markedly decreased as compared with that of the negative control (0.782 +/- 0.078 and 0.766 +/- 0.043) , bland vehicle (0.840 +/- 0.013 and 0.786 +/- 0.051), and blank control group (0.816 +/- 0.065 and 0.805 +/- 0.107) (P < 0.05). The LNCap cell growth inhibition rates were 25%, 52%, 55% and 60% at 24, 48, 72 and 96 hours, respectively., Conclusion: The expression of SRC-1 is correlated with the growth of LNCap cells; its high expression in androgen-independent prostate cancer cells may be involved in the progression to androgen-independence. Inhibiting the expression of SRC-1 may be an option for the treatment of androgen-dependent prostate cancer.

Objective: To investigate the expression of DD3 mRNA in the peripheral blood and its value in diagnostic of prostate cancer (Pca)., Methods: Thirty-five untreated Pca patients, aged 72 (53 - 83), 58 Pca patients treated with endocrinotherapy, aged 74 (53 - 86), and 59 patients with benign prostatic hyperplasia, aged 71 (48 - 85), underwent peripheral blood sample collection one week before or after digital examination. RT-PCR was used to examine the level of DD3 mRNA. The level of prostate specific antigen (PSA) was detected too. Ten healthy male frontiers, aged 33 (21 - 38), were used as controls. Receiver operating curve (ROC) was drawn to evaluate the diagnostic performance of DD3 mRNA., Results: The DD3 mRNA level of the untreated Pca patients was 2741 copies/ml, significantly higher than those of the Pca patients treated with endocrinotherapy, patients with benign hyperplasia, and healthy persons (all < 24 copies, all P < 0.001). The DD3 mRNA level of the endocrinotherapy-treated Pca patients was significantly higher than those of the patients with benign hyperplasia, and healthy persons (both P < 0.001). ROC analysis showed that when the critical value was 846 copies/ml the area under curve of ROC (AUC-ROC) was 0.8233 (95% CI: 0.725 - 0.910). and the sensitivity was 74.34%, the specificity was 89.8%. The DD3 mRNA in the peripheral blood increased along with the increase of clinical staging (P < 0.01)., Conclusion: The level of DD3 mRNA in the peripheral blood is an excellent marker for diagnosis pf Pca, and may help in monitoring of the curative effects of endocrinotherapy.

Objective: To investigate the role of bacteria in chronic prostatitis., Methods: Complete specimens of prostate were obtained from 140 organ donors, aged 20 - 35, at autopsy. A piece of tissue was collected from the peripheral zone of prostate from each specimen and was divided into 2 parts to undergo pathological examination and PCR so as to detect the 16S ribosomal RNA (16S rRNA) gene of bacteria., Results: Focal mild inflammation was shown in 46 of the 104 specimens (32.9%), including interstitial inflammation in 42 specimens, inflammation in both interstitial and body of gland in 3 specimens, and perigladulitis in 1 specimen. Twenty-seven of the 140 specimens (19.3%) were positive in 16S rRNA gene. The positive rate of 16S rRNA gene of the specimens with prostatitis was 48.9%, significantly higher than that of the specimens without prostatitis (5.3%, P < 0.001)., Conclusion: Bacteria may play an important role in the pathogenesis of chronic prostatitis.