Metamaterial absorber optimization method based on an artificial neural network surrogate.

Finding the optimal design parameters for the target EM response of a metamaterial absorber is still a challenging task even if the layout of the absorber has been determined. To effectively address this issue, we introduce the idea of surrogate-based optimization into the area of metamaterial absorber design. This paper proposes a surrogate based optimization method combining artificial neural network (ANN) and trust region algorithm for metamaterial absorbers. Each optimization iteration utilizes the optimal solution from the previous iteration and the sample points surrounding it as the training dataset to build an effective ANN surrogate model. To improve the convergence of the optimization method for metamaterial absorbers based on ANN surrogate model, we incorporate a trust region algorithm. The proposed method employs a simple forward neural network architecture and requires less training data, leading to a quick convergence towards the target solution after only a few iterations. Compared to the three commonly used alternative methods, the proposed method can optimize geometric and material parameters more efficiently in the same time. The validity of the proposed method is demonstrated by two examples of electromagnetic optimizations of metamaterial absorbers.

Associations between genetic polymorphisms in interleukin-10 and hematological oncology: evidence from a meta-analysis.

Background: Associations between polymorphisms in interleukin-10 (IL-10) and hematological oncology were already explored by many genetic association studies, with controversial findings. The aim of this meta-analysis was to more comprehensively analyze associations between polymorphisms in IL-10 and hematological oncology by combing the results of all relevant studies.Methods: Eligible articles were searched from Pubmed, Embase, WOS and CNKI. The latest literature searching update was performed on 8 October 2019. We used Review Manager to combine the results of eligible studies.Results: Forty-one articles were included in this meta-analysis. IL-10 rs1800890 polymorphism was found to be significantly associated with hematological oncology under AA vs. TT+TA (recessive comparison, OR = 1.12, 95% CI 1.02-1.24), and rs1800896 polymorphism was also found to be significantly associated with hematological oncology under AA vs. AG+GG (dominant comparison, OR = 0.89, 95% CI 0.83-0.95) in overall combined analyses. In subgroup analyses, we observed positive results for rs1800871 (recessive comparison), rs1800872 (dominant, recessive and allele comparisons), and rs1800896 (dominant and allele comparisons) polymorphisms in the non-Hodgkin's lymphoma (NHL) subgroup. Besides, we also detected positive associations between rs1800872 polymorphism and acute leukemia (AL) (dominant and recessive comparisons) and found significant associations between rs1800896 polymorphism and chronic leukemia (CL) (recessive comparison).Conclusion: In summary, this meta-analysis demonstrated that IL-10 rs1800890, rs1800896, rs1800871 and rs1800872 polymorphisms may confer susceptibility to hematology oncology, especially for NHL.

[Clinical Significance of the Balanceshift of Th1 and Th2 Type Cytokines in Patients with Primary Immune Thrombocytopenic Purpura Detected by Cytometric Bead Array].

OBJECTIVE: To investigate the levels of Th1/Th2 cytokines in peripheral blood of patients with primary immune thrombocytopenic purpura(ITP) before and after treatment and their clinical significance. METHODS: Ninety-eight cases of ITP were treated with glucocorticoid(GC), then were divided into 2 groups: effectively treated group and uneffectively treated group according to efficacy of treatment, 40 healthy persons confirmed by health examination were selected and enrolled in control group. The levels of Th1 cytokines(IFN-γ,TNFα,IL-2) and Th2 cytokines(IL-4,IL-5,IL-10) were detected by cytometric bead array before and at 4 weeks, 3 and 6 months after treatment and the relationship among detected indexes was analyzed. RESULTS: Before treatment with glucocorticoid, the levels of Th1 type cytokines were in 98 patients with ITP were higher and the levels of Th2 type cytokines were lower, compared with the healthy controls(P<0.05). The IL-2/IL-4 ratio was significantly higher than that of healthy controls(P<0.05). After treatment, the levels of Th1 type cytokines in effectively treated group were significantly decreased and the levels of Th2 type cytokines were significantly increased, compared with level before treatment(P<0.05). The IL-2/IL-4 ratio was significantly decreased after treatment for 6 months, compared with that before treatment(1.05±0.43 vs 2.53±0.72)(P<0.05), but the level of Th1 or Th2 type cytokines did not obviously changed. CONCLUSION: Peripheral blood Th1 and Th2 cells express abnormally in ITP patients, ITP is a Th1 dominated disease; the change of IL-2/IL-4 ratio before and after treatment correlated with the prognosis of ITP patients, displaying clinical significance for ITP individual therapy.

[Fas-FasL and caspase-3 signal transduction pathway and apoptosis of peripheral T lymphocytes in ITP patients].

OBJECTIVE: To explore the relationship between Fas-FasL-mediated signal transduction pathway and apoptosis of T lymphocyte subset in ITP patients. METHODS: The expression rates of membrane Fas, FasL and intracellular activated caspase-3 in peripheral T lymphocyte subset were determined by flow cytometry. T cell subsets with caspase-3 protein expression were detected by Western blot. RESULTS: As compared with that in healthy control group [(29.4 +/- 8.2)%], the expression rate of membrane Fas on CD4+ T cells was significantly increased in ITP patients [(42.1 +/- 9.5)%] (P < 0.05), however, that on CD8+ T cells was only slightly increased [(9.3 +/- 6.0)% vs (13.4 +/- 5.8)%] with no statistical significance (P > 0.05). The expression rate of FasL on T cell subset in ITP patients was significantly increased (P < 0.05), and that of intracellular activated caspase-3 in T cell subset in ITP patients was notably higher than that in healthy control group (P < 0.05). Western blot analysis showed that the expression of pro-caspase-3 and cleaved-caspase-3 in CD4+ T cells in patients with ITP after treatment were significantly reduced compared with those before treatment (P < 0.05). CONCLUSION: Apoptosis of T lymphocyte subset in ITP patients is accelerated. It is possible that Fas-FasL signal transduction pathway plays an important role in the induction of the apoptosis. The degree of apoptosis of T lymphocytes closely correlates with the disease's activity in ITP patients. Hormone therapy may interfere with Fas-FasL signal transduction pathway of apoptosis.

[Establishment and application of fluorescent quantitative PCR method for detecting human herpes virus type 6].

OBJECTIVE: To establish fluorescent quantitative PCR method for detecting human herpes virus type 6 (HHV6). METHODS: According to the specific sequence of human herpes virus type 6 genes, the primers and the fluorescent probe (TaqMan) were designed and synthesized. The fragment generated from HHV 6 gene as template was cloned into the pMD18-T vector which was constructed from the pUC 18. And the positive recombinant plasmid was 1:10 diluted and used as standard quantitative template to make the standard curve for sample detection. RESULTS: The standard curve indicated the linear relationship between Ct (cycle threshold) and template concentration. The clinical samples from 135 cases were detected by this system, 16 cases among 135 were positive. CONCLUSION: The fluorescent quantitative PCR method for the detection of human herpes virus type 6 is simple and accurate, and this method may be helpful to clinical diagnosis.

[Significance of detecting platelet associated antibody and platelet membrane glycoprotein for diagnosis of immune thrombocytopenia].

The aim of this study was to explore application value of detecting platelet associated antibody and platelet membrane glycoprotein in the diagnosis and prognosis for immune thrombocytopenia. The platelet associated immunoglobulin (PAIg) and platelet membrane glycoprotein (CD41, CD61, GPIIb/IIIa) in 76 cases of immune thrombocytopenia and 30 healthy subjects were determined by FCM. The results showed that PAIg level in ITP patients included PAIgG (31.25 +/- 18.06)%, PAIgM (32.41 +/- 15.51)%, PAIgA (23.39 +/- 16.67)% which were remarkedly higher than in health control (10.48 +/- 5.05)%, (9.40 +/- 4.42)% and (7.23 +/- 3.61)% (P < 0.001). In patients with secondary immune thrombocytopenia (chronic aplastic anemia, SLE, Evans syndrome, liver cirrhosis hypersplenism, etc), PAIg level was higher than that in control group, while the platelet membrane glycoprotein in the blood of these patients was lower than that in control group. The level of PAIg decreased (P < 0.05) after treatment, but platelet membrane glycoprotein increased (P < 0.01). The result suggested that measurements for platelet membrane glycoprotein and platelet associated antibody by FCM were practical with high sensitivity, rapidity and simplicity used as a routine method in diagnosis and evaluation of the therapeutic effects in immune thrombocytopenia patients.