Stability of analogue circuit optimization process and control vector structure

2013 ◽  
Vol 56 (8) ◽  
pp. 408-414
Author(s):  
A. M. Zemliak ◽  
T. M. Markina
Author(s):  
Alexander Zemliak ◽  
Jorge Espinosa-Garcia

Purpose In this paper, on the basis of a previously developed approach to circuit optimization, the main element of which is the control vector that changes the form of the basic equations, the structure of the control vector is determined, which minimizes CPU time. Design/methodology/approach The circuit optimization process is defined as a controlled dynamic system with a special control vector. This vector serves as the main tool for generalizing the problem of circuit optimization and produces a huge number of different optimization strategies. The task of finding the best optimization strategy that minimizes processor time can be formulated. There is a need to find the optimal structure of the control vector that minimizes processor time. A special function, which is a combination of the Lyapunov function of the optimization process and its time derivative, was proposed to predict the optimal structure of the control vector. The found optimal positions of the switching points of the control vector give a large gain in CPU time in comparison with the traditional approach. Findings The optimal positions of the switching points of the components of the control vector were calculated. They minimize processor time. Numerical results are obtained for various circuits. Originality/value The Lyapunov function, which is one of the main characteristics of any dynamic system, is used to determine the optimal structure of the control vector, which minimizes the time of the circuit optimization process.


2022 ◽  
Vol 21 ◽  
pp. 10-17
Author(s):  
Alexander Zemliak

The design process for analogue circuit design is formulated on the basis of the optimum control theory. The artificially introduced special control vector is defined for the redistribution of computational costs between network analysis and parametric optimization. This redistribution minimizes computer time. The problem of the minimal-time network design can be formulated in this case as a classical problem of the optimal control for some functional minimization. There is a principal difference between the new approach and before elaborated methodology. This difference is based on a higher level of the problem generalization. In this case the structural basis of design strategies is more complete and this circumstance gives possibility to obtain a great value of computer time gain. Numerical results demonstrate the effectiveness and prospects of a more generalized approach to circuit optimization. This approach generalizes the design process and generates an infinite number of the different design strategies that will serve as the structural basis for the minimal time algorithm construction. This paper is advocated to electronic systems built with transistors. The main equations for the system design process were elaborated.


Blood ◽  
2011 ◽  
Vol 118 (21) ◽  
pp. 4719-4719
Author(s):  
Xianfeng Zha ◽  
Shaohua Chen ◽  
Lijian Yang ◽  
Bo Li ◽  
Yu Chen ◽  
...  

Abstract Abstract 4719 TCRζ chain is the key molecular of TCR signaling, the defective TCRζ chain not only decreases the expression of TCR on the T cell surface and the quantity of circulation T cells, but also influences T cell activation and proliferation. Previous studies indicated that the obvious downregulation of TCRζ chain was one of main factors which caused T cell immunodeficiency in patients with chronic myeloid leukemia (CML), which lead to dysfunction of immune supervision to tumor. This study was undertaken to explore the possibility that forced expression of TCRζ chain may restored the T cell immune function. In present study, the freshly CD3 + T cells were isolated by MACS from de novo CML patients; freshly T cells were transfected with TCRζ chain recombinant vector (TCRζ-IRES-EGFP) and control vector (pIRES2-EGFP) by nucleoporation technique. The transfection efficiency was detected by FCM at 18 hours post-transfection, and TCRζ chain protein and its phosphorylation were detected by Western blotting after activation with OKT3 antibody for 1 minute. The supernatants and RNA were collected from transfected cells stimulated with OKT3 and anti-CD28 antibody, for analysis of IL-2 levels and the mRNA expression of ZAP70 and NF-κB. The results showed the transfection efficiency of TCRζ chain vector and control vector construct was 72.16±6.95% and 73.4±7.90% in CML T cells from different patients respectively. In T cells transfected with TCRζ chain, the expression of TCR chain was increased, the IL-2 production induced by OKT3 and anti-CD28 antibody in TCRζ chain transfected T cells (175.1±66.3pg/mL) were higher than that from control group (107.6±65.5pg/mL) (n=6, p=0.039). The bother expression levels of ZAP-70 and NF-κ B in the experimental group was higher than the control group (n = 4, p < 0.05), moreover the expression level between ZAP-70 and NF-κB showed linear correlation (n = 4, p = 0.013, r = 0.98). In conclusion, the results indicate that upregulation of deficient TCRζ chain may reverse the TCR/CD3-mediated signaling abnormalities, which may improve the T cell immune function in patients with CML. This study was supported by grant from the Key project of Natural Science Foundation of Guangdong Province, China (No. 9251063201000001). Disclosures: Zha: This study was supported by grant from the Key project of Natural Science Foundation of Guangdong Province, China (No. 9251063201000001): Research Funding. Li:the Key project of Natural Science Foundation of Guangdong Province: Research Funding.


Blood ◽  
2011 ◽  
Vol 118 (21) ◽  
pp. 394-394
Author(s):  
Emma Rörby ◽  
Matilda Nifelt Hägerström ◽  
Ulrika Blank ◽  
Göran Karlsson ◽  
Stefan Karlsson

Abstract Abstract 394 Hematopoietic stem cells (HSCs) are primitive, tissue-specific cells that can self-renew and differentiate along all lineages of the blood system. These properties make the HSCs critical for tissue regeneration and clinical applications in cell therapy. Cord blood (CB) is an accessible source for HSCs. However, the yield of HSCs from one cord is too low in order to successfully transplant adult patients. The expansion of HSCs in vitro has met with limited success due to incomplete knowledge regarding the mechanisms regulating self-renewal. Members of the transforming growth factor-β (TGF-β) superfamily have been shown to regulate HSCs through the downstream Smad signaling pathway. TGF-β1 potently inhibits HSC growth in vitro, and overexpression of the inhibitory Smad7 has been demonstrated to increase in vivo self-renewal of murine HSC, indicating that the Smad pathway negatively regulates self-renewal (Blank et al. Blood, 2006). However, disruption of the entire Smad pathway in HSCs through conditional deletion of the common Smad4 resulted in reduced repopulative capacity (Karlsson et al. JEM, 2007). These findings demonstrate the complexity of Smad signaling and highlight the importance to investigate it further. Therefore, we asked whether enforced expression of Smad4 could reveal a role for TGF-β in human HSCs regulation in vivo or affect self-renewal and regenerative ability of HSCs in vitro. To investigate the effect of Smad4 overexpression in hematopoiesis, full-length cDNA of human Smad4 was cloned in to a lentiviral vector carrying a GFP reporter gene, referred to as Smad4 vector. As control, a lentiviral vector carrying GFP only, referred to as control vector, was generated. Human CB HSCs overexpressing Smad4 displayed increased sensitivity to TGF-β in colony assays (TGF-β treated-/untreated growth: 0.22 ±0.04 vs. 0.32 ±0.04 for Smad4 vector and control vector, respectively P=.0197). Importantly, the addition of a TGF-β inhibitor targeting ALK4, 5 and 7 receptors (SB431542) rescued the colony forming capacity (TGF-β treated-/untreated growth: 0.6 ±0.046 vs. 0.72 ±0.078 for Smad4 vector and control vector, respectively) demonstrating the functional overactivity of the TGF-β pathway in Smad4 overexpressing cells. Since TGF-β is a well-known growth inhibitor of hematopoietic progenitors (Batard et al. JCS, 2000; Cashman et al. Blood, 1990; Sitnicka et al. Blood, 1996) we further analyzed cell cycle status of transduced cells. Cells with enforced expression of Smad4 and increased TGF-β sensitivity were to a larger extent in the quiescent state of the cell cycle (G0) compared to control cells when cultured for six days (16.54 ±5.70% vs. 7.84 ±0.51% for Smad4 vector and control vector, respectively P=.0286) but could be released from G0 when treated with the inhibitor SB431542. Moreover, as TGF-β also is known to induce apoptosis (Jacobsen et al. Blood, 1995) we further investigated if enforced expression of Smad4 would affect apoptosis in cultured CB cells. After six days of culture Smad4 overexpressing cells had significantly higher AnnexinV expression compared to control cells (25.74 ±3.81% vs. 15.45 ±4.44% for Smad4 vector and control vector, respectively P=.0281), an effect that also was decreased when adding the inhibitor SB431542 to the culture (20.38 ±5.96% vs. 16.25 ±6.35% for Smad4 vector and control vector, respectively). Furthermore, we transplanted transduced CB cells into NOD.Cg-Prkdcscid Il2rgtm1Wjl/SzJ mice. Interestingly, despite having similar transduction efficiency as the empty vector control (30 ±16% vs. 29 ±13% for Smad4 vector and control vector, respectively) CD34+ CB HSCs transduced with the Smad4 vector had impaired engraftment as measured by FACS analysis of peripheral blood (PB) (Smad4 vector 1.03 ±1.3% GFP vs. control vector 2.94 ±1.97% P=.0035) and bone marrow 6 months post transplantation (Smad4 vector 1.5 ±0.88% GFP vs. control vector 5.60 ±1.54% P=.0029). Expression of lineage surface markers (CD13, CD15 and CD19) in PB 3 month post transplantation was unaltered. In summary, our results demonstrate that increased Smad4 expression sensitizes human CB HSCs to TGF-β. This leads to growth arrest and apoptosis in vitro and reduced HSC reconstitution capacity in vivo with no effect on lineage distribution. Together, these findings demonstrate an important role for TGF-β signaling in the regulation of human HSCs in vivo. Disclosures: No relevant conflicts of interest to declare.


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