In the clinical stage, suspected hemolytic plasma may cause hemolysis illness, manifesting as symptoms such as heart failure, severe anemia, etc. Applying a deep learning method to plasma images significantly improves recognition accuracy, so that this paper proposes a plasma quality detection model based on improved "You Only Look Once" 5th version (YOLOv5). Then the model presented in this paper and the evaluation system ‌were introduced‌ into the plasma datasets, and ‌the average accuracy of the final classification reached 98.7%‌. The results of this paper's experiment were obtained through the combination of several key algorithm modules including‌ omni-dimensional dynamic convolution, pooling with separable kernel attention, residual bi-fusion feature pyramid network, ‌and‌ re-parameterization convolution. The method of this paper‌ obtains the feature information of spatial mapping efficiently, and enhances the average recognition accuracy of plasma quality detection. This paper presents a high-efficiency detection method for plasma images, aiming to provide a practical approach to prevent hemolysis illnesses caused by external factors.
Algorithms ; Humans ; Hemolysis ; Plasma ; Deep Learning ; Image Processing, Computer-Assisted/methods*

Objective To study the effect of T-2 toxin on proliferation and cell cycle of rat chondrocytes,in order to provide a new idea in molecular mechanism of T-2 toxin-induced chondrocyte damage.Methods Primary chondrocytes of neonatal Wistar rats were isolated and stained by toluidine blue staining and type Ⅱ collagen immunofluorescence staining.The effects of different concentrations of T-2 toxin [0 (control),1,5,10,20,50,100 μg/L)] on proliferation of chondrocytes for 24 h were detected by cell counting kit-8 (CCK-8) method,and control,1 (low dose),5 (medium dose),and 10 μg/L (high dose) T-2 toxin were selected for subsequent experiment;cell cycle changes were detected by flow cytometry;Real-time PCR and Western blotting were used to detect the effects of T-2 toxin on mRNA and protein expressions of proliferating cell nuclear antigen (PCNA) and Cyclin D1 in chondrocytes.Results With increase of T-2 toxin concentration (control,1,5,10,20,50,100 μg/L),the cell survival rates [(100.00 ± 0.00)％,(93.12 ± 1.66)％,(77.12 ± 1.11)％,(59.44 ± 4.09)％,(46.64 ± 3.86)％,(38.15 ± 3.37)％,(33.79 ± 0.99)％] were decreased,and the differences were statistically significant (F =139.21,P ＜0.05).The percentages of quiescent phase/pre-DNA synthesis phase (G0/G1 phase) ceils in 1,5,10 μg/L T-2 toxin groups [(22.03 ± 0.42)％,(30.54 ± 2.61)％,(36.01 ± 1.51)％] were significantly higher than that in control group [(13.79 ± 1.65)％,P ＜ 0.05];the percentages of DNA synthesis phase (S phase) cells [(60.27 ± 3.53)％,(53.88 ±4.38)％,(49.55 ± 2.49)％] were significantly lower than that in control group [(76.72 ± 4.24)％,P ＜ 0.05].The differences of mRNA levels of PCNA and Cyclin D1 between groups were statistically significant (F =46.80,17.97,P ＜ 0.05),and 5,10 μg/L T-2 toxin groups (0.77 ± 0.13,0.79 ± 0.08,0.60 ± 0.07,0.56 ± 0.05) were lower than the control group (0.99 ± 0.02,1.01 ± 0.01,P ＜ 0.05).The expressions of PCNA protein in 5,10 μg/L T-2 toxin groups (0.69 ± 0.03,0.49 ± 0.03) were lower than that in control group (0.92 ± 0.05,P ＜ 0.05);the expressions of Cyclin D1 protein in 1,5,10 μg/L T-2 toxin groups (0.80 ± 0.06,0.60 ± 0.07,0.33 ± 0.13) were lower than that in control group (0.95 ± 0.07,P ＜ 0.05).Conclusion T-2 toxin can inhibit the proliferation of chondrocytes,which may be worked through influencing the expression of cell cycle protein,causing cell cycle arrest,thereby inhibiting DNA synthesis.

Objective To investigate the effect of fluoride exposure on expression of miRNA (miR)-200c and its target in human osteoblast Saos-2 cells.Methods Saos-2 cells were cultured in DMEM/F-12 medium and treated with fluoride (sodium fluoride,NaF).There were two groups including:control group (0 mg/L) and fluoride group (4 mg/L).Cells were harvested after 48 hours of culture with fluoride.The expression of miR-200c,the mRNA of alkaline phosphatase (ALP),osteocalcin (BGP),the target phosphatase and tensin homolog deleted on chromosome ten (PTEN) and dual-specific phosphatase 1 (DUSP1) of miR-200c was detected by qRT-PCR.The protein expression of PTEN and DUSP1 was detected by Western blotting.Results The expressions of ALP,BGP mRNA and miR-200c in Saos-2 cells in the fluoride group (23.60 ± 1.87,9.41 ± 0.94,8.61 ± 0.26) were higher than those in the control group (1.00 ± 0.11,1.00 ± 0.07,1.00 ± 0.12).The differences were statistically significant (t =-24.084,-18.388,-8.687,P ＜ 0.05).The mRNA expressions of PTEN and DUSP1 in the fluoride group (0.63 ± 0.02,0.38 ± 0.02) were lower than those in the control group (1.02 ± 0.24,1.02 ± 0.24).The differences were statistically significant (t =3.327,5.454,P ＜ 0.05).The protein expressions of PTEN and DUSP1 in Saos-2 cells in the fluoride group (1.19 ± 0.10,0.83 ± 0.07) were lower than those in the control group (1.81 ± 0.14,1.44 ± 0.25).The differences were statistically significant (t =6.250,4.171,P ＜ 0.05).Conclusion Exposure to fluorine may increase the expression of miR-200c in Saos-2 cells,and fluorine may act on PTEN and DUSP1 through miR-200c,downregulates the mRNA and protein expression levels of PTEN and DUSP1.

Medical research institutions in Shanghai have been developing in at a slow pace because of problems such as out of date institution structures, unreasonable resource allocation and distribution,shortage of research resources, insufficient creativity, and unfocused effort and investment. Hence reform is the only way out. This research discussed the possible strategies for development and proposed some suggestions on the institution categorization, structure change, allocation of resource and overall arrangement.

Objective:To study the methods of PCR ELISA in testing the RNA of platelet activating factor receptor.Methods:Extracting the total RNA of 20 normal people and 20 psoriasis patients,the PAF R and ? actin RNA assayed by RT PCR,PAF R sense labelled by Biotin and antisense labelled by Digoxin,? actin sense labelled by Biotin and antisense labelled by fluorescein.The results of PCR were tested by ELISA and Agar gel electrophoresisa.Results:The positive number of PAF R RNA was 16 by Agar gel electrophoresis and 18 by PCR ELISA in 20 normal people;The positive number of PAF R RNA was 18 by Agar gel electrophoresisa and 20 by PCR ELISA in 20 Psoriasis patients;The positive number of ? actin was 20 in two groups with two methods.Conclusion:The sense and antisense labelled by different substance in PCR ELISA has high sensitivity and the course was simple in testing the PAF R RNA.