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In order to improve the multi-step prediction of wind speed, a hybrid prediction model based on data signal decomposition and grey wolf optimization algorithm was proposed to optimize extreme learning machine. Firstly, the original wind speed time series was decomposed into several intrinsic mode functions and a residual sequence using the complete ensemble empirical mode decomposition with adaptive noise, and the partial autocorrelation function model input. Then, the model was built and the prediction was made on the decomposition subsequence. An extreme learning machine neural network with multi-input-multi-output strategy was constructed, and grey wolf algorithm was used to solve the weight and bias of the optimal hidden layer. Finally, the subsequence was reconstructed and the final prediction result was obtained. Simulation experiments were conducted using multiple sets of measured data with a time resolution of 15 minutes. The root mean square errors of the proposed model in the three wind farms were 0.859, 0.925, and 0.927, respectively, which were lower than other comparative models, verifying the effectiveness of the model in predicting wind speed in the next four hours, i. e. 16 steps prediction. [ABSTRACT FROM AUTHOR]

Objective To explore the risk factors of pulmonary infection in patients with acute cerebral infarction. Methods We retrospectively reviewed the clinical data of 417 patients admitted for acute cerebral infarction in our hospital between April and December, 2017. We compared the data between the patients with and without pulmonary infection, and analyzed the risk factors for pulmonary infection following acute cerebral infarction using multiple logistic regression analysis. Results There were significant differences in age, gender, length of hospital stay, smoking, history of previous lung disease, coronary heart disease, hyperlipidemia, dysphagia, consciousness disturbance at admission, complete bed rest, invasive operation, National Institutes of Health Stroke Scale (NIHSS) score and Modified Rankin Scale (MRS) score at admission between the pulmonary infection group(n=92) and the non-pulmonary infection group(n=325) (P < 0.05). Multiple logistic regression analysis suggested that NIHSS score>14 at admission, age>65 years, invasive operation, and complete bed rest were risk factors for pulmonary infection in patients with acute cerebral infarction(OR=5.410, 2.714, 21.823, 3.013, 95%CI:1.835~15.953, 1.257~5.587, 10.265~46.393, 1.365~6.651, all P < 0.05). Conclusion NIHSS score at admission, age, invasive operation and complete bed rest may be regarded as reference indexes in the prevention and treatment of pulmonary infection after acute cerebral infarction.

Objective: To investigate the clinical phenotype and genetic characteristics of a Chinese pedigree affected with Cohen syndrome., Methods: A proband who was admitted to Zhengzhou People's Hospital on June 2, 2021 due to intellectual disability and developmental delay, in addition with her younger sister and other family members, were selected as the study subjects. Clinical data of the proband and her younger sister were collected. Genomic DNA was extracted from peripheral venous blood and chorionic villi samples. Chromosomal abnormalities were detected with chromosomal microarray analysis (CMA). Whole exome sequencing (WES) and Sanger sequencing were carried out to detect candidate variants in the proband. With RNA extracted from the peripheral blood samples, VPS13B gene transcripts and expression were analyzed by PCR and real-time quantitative PCR. Prenatal diagnosis was carried out at 12 weeks' gestation., Results: The proband was a 10-year-old female with clinical manifestations including development delay, obesity, severe myopia and peculiar facial features. Her sister was 3 years old with a similar phenotype. CMA revealed no chromosomal abnormality in the proband, while WES results revealed that the proband and her sister had both harbored compound heterozygous variants of the VPS13B gene, namely c.10076&#95;10077delCA (p.T3359fs*29) and c.6940+1G>T, which were respectively inherited from their mother and father. Based on the guidelines from the American College of Medical Genetics and Genomics (ACMG), both variants were classified as pathogenic (PVS1+PS4+PM4+PP1; PVS1+PM2&#95;Supporting+PM3+PP1). In vivo splicing assay confirmed that the c.6940+1G>T variant has produced a frameshift transcript with skipping of exon 38. Compared with the control group, the expression of RNA in the peripheral blood of the proband's parents has decreased to 65% ~ 70% (P < 0.01), whilst that in the proband and her sister has decreased to 40% (P < 0.001). Prenatal diagnosis at 12 weeks of gestation has found that the fetus only harbored the heterozygous c.10076&#95; 10077delCA variant., Conclusion: The c.10076&#95;10077delCA (p.T3359fs*29) frameshift variant and c.6940+1G>T splicing variant probably underlay the Cohen syndrome in this pedigree. Genetic testing has facilitated the diagnosis of this disease.

Salmonella enteritidis (SE) has been recognized as an important zoonotic pathogen, and the prevention and control of salmonellosis has long been a conundrum. However, glycoconjugate vaccines seem to be a promising solution. Glycoproteins are conventionally synthesized by chemical cross-linking which features complex procedure and cost-intensiveness. Therefore, a stable biosynthesis method at lower cost is in urgent need. For the biosynthesis of SE O-antigen-based glycoproteins, we used CRISPR/Cas9 to develop the waaL -deleted SE strain ∆ waaL . The synthesis of lipopolysaccharide (LPS) was detected based on silver staining. Circular polymerase extension cloning (CPEC) was employed to construct the plasmids expressing glycosyltransferase PglL, recombinant Pseudomonas aeruginosa exotoxin A (rEPA), and cholera toxin B subunit (CTB). Meanwhile, PilE S45-K73 glycosylation motif was added to the N-terminal and C-terminal of rEPA and CTB, respectively. The recombinant plasmids were transformed into SE ∆ waaL . After induction, the synthesis of glycoprotein was verified by Western blotting and the synthesized glycoprotein was purified by Ni-NTA column. The results showed that waaL deletion blocked the LPS synthesis of SE, and that rEPA and CTB proteins were expressed in SE ∆ waaL . In addition, obvious glycosylation occurred to rEPA and CTB when PglL was expressed, and the glycosylated part was SE O antigen polysaccharide. In summary, after waaL deletion in SE, PglL can transfer its own O antigen polysaccharides (OPS) to the carrier proteins rEPA and CTB, resulting in OPS-rEPA and OPS-CTB glycoproteins. The result lays a basis for the biosynthesis of SE glycoprotein.

Objective To detect the expression of long non-coding RNA (lncRNA) actin filament-related protein 1 antisense RNA1 (AFAP1-AS1) in papillary thyroid carcinoma tissue, and to investigate the effects of the knockdown of AFAP1-AS1 in TPC-1 papillary thyroid carcinoma cells on cell epithelial-mesenchymal transition (EMT) and related molecular mechanism in TPC-1 cells. Methods Real-time quantitative PCR was used to detect the expression of lncRNA AFAP1-AS1 in 60 cases of papillary thyroid carcinoma tissues. RNA interfering (RNAi) was used to knockdown AFAP1-AS1 in TPC-1 cells. TPC-1 cells were divided into AFAP1-AS1 knockdown (shAFAP1-AS1) group, negative control RNA (shNC) group and untransfected control group. The colony-formation assay, Transwell TM invasion and scratch healing assays were employed to detect the colony-forming ability, cell invasion ability and cell migration ability of TPC-1 cells, respectively. After knockdown of AFAP1-AS1, real-time quantitative PCR and Western blot analysis were used to detect the mRNA and protein levels of E-cadherin, vimentin, β-catenin and snail2, respectively. Results Compared with the paracancerous tissue, the expression level of AFAP1-AS1 mRNA in the papillary thyroid carcinoma tissue significantly increased. Knockdown of AFAP1-AS1 significantly reduced the colony-forming ability, invasion and migration ability of TPC-1 cells. Compared with shNC group and control group, knockdown of AFAP1-AS1 significantly reduced the mRNA and protein expression of snail2, vimentin and β-catenin. In contrast, the mRNA and protein expression of E-cadherin increased considerably. Conclusion The lncRNA AFAP1-AS1 is highly expressed in papillary thyroid carcinoma tissue. After knockdown of AFAP1-AS1 in TPC-1 cells, the colony-forming ability, invasion and migration ability of cancer cells are significantly down-regulated, which may be related to the inhibition of EMT.

Immobilization of enzymes is important and widely applied in biocatalysis. Streptomyces platensis gene gox, encoding an extracellular L-glutamate oxidase (Gox), was fused to cellulose binding domain (CBDcex) from Cellulomonas fimi and the recombinant protein Gox-CBD was expressed in Escherichia coli. The fusion protein (Gox-CBD) was immobilized onto microcrystalline cellulose. The preparation conditions, binding capacity, properties and stability of the immobilized enzyme were studied. Under the condition of 4 ℃, for 1 hour, the fusion protein Gox-CBD was able to bind microcrystalline cellulose at a ratio of 9.0 mg of protein per gram of microcrystalline cellulose. Enzymatic properties of free and immobilized L-glutamic oxidase (Gox-CBD) were compared. The specific activity of the immobilized enzyme decreased, but its thermal stability increased a lot compared with that of the free Gox-CBD. After incubation at 60 ℃ for 30 min, 70% of the total activity remained whereas the free recombinant Gox completely lost its activity. The immobilized protein was tightly bound to microcrystalline cellulose at pH below 10 or more than 5 mmol/L NaCl. The fusion protein of Gox-CBD can be specifically immobilized on the microcrystalline cellulose on a single step. Therefore, our findings can provide a novel strategy for protein purification and enzyme immobilization.