Bushfire blocks: A modular agent-based simulation

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A Blueprint for Equitable AI

We convened two diverse groups of experts in late 2022 to discuss how they might advise building and distributing artificial intelligence for equitable outcomes. In advance of these virtual roundtables, we provided some suggested readings, which are listed at the end of this report, along with a few definitions to start the conversation. This report represents a summary of the discussions.Many of the ideas explored are not new, nor do the participants offer silver bullets to ongoing challenges. But there is value in exploring them together to build the muscle and future institutions required for civil discourse on the role technology plays in our lives. We hope this report inspires greater curiosity among technologists and the communities they serve, and spurs and shapes the development of markets, norms, and policies toward achieving greater equity

Effect of guideline based computerised decision support on decision making of multidisciplinary teams: cluster randomised trial in cardiac rehabilitation

Objective To determine the extent to which computerised decision support can improve concordance of multidisciplinary teams with therapeutic decisions recommended by guidelines

Methylation of WTH3, a possible drug resistant gene, inhibits p53 regulated expression

<p>Abstract</p> <p>Background</p> <p>Previous results showed that over-expression of the <it>WTH3 </it>gene in MDR cells reduced <it>MDR1 </it>gene expression and converted their resistance to sensitivity to various anticancer drugs. In addition, the <it>WTH3 </it>gene promoter was hypermethylated in the MCF7/AdrR cell line and primary drug resistant breast cancer epithelial cells. <it>WTH3 </it>was also found to be directly targeted and up regulated by the <it>p53 </it>gene. Furthermore, over expression of the <it>WTH3 </it>gene promoted the apoptotic phenotype in various host cells.</p> <p>Methods</p> <p>To further confirm <it>WTH3</it>'s drug resistant related characteristics, we recently employed the small hairpin RNA (shRNA) strategy to knockdown its expression in HEK293 cells. In addition, since the <it>WTH3 </it>promoter's p53-binding site was located in a CpG island that was targeted by methylation, we were interested in testing the possible effect this epigenetic modification had on the <it>p53 </it>transcription factor relative to <it>WTH3 </it>expression. To do so, the <it>in vitro </it>methylation method was utilized to examine the <it>p53 </it>transgene's influence on either the methylated or non-methylated <it>WTH3 </it>promoter.</p> <p>Results</p> <p>The results generated from the gene knockdown strategy showed that reduction of <it>WTH3 </it>expression increased <it>MDR1 </it>expression and elevated resistance to Doxorubicin as compared to the original control cells. Data produced from the methylation studies demonstrated that DNA methylation adversely affected the positive impact of <it>p53 </it>on <it>WTH3 </it>promoter activity.</p> <p>Conclusion</p> <p>Taken together, our studies provided further evidence that <it>WTH3 </it>played an important role in MDR development and revealed one of its transcription regulatory mechanisms, DNA methylation, which antagonized <it>p53</it>'s positive impact on <it>WTH3 </it>expression.</p

A Sulfhydryl-Reactive Ruthenium (II) Complex and Its Conjugation to Protein G as a Universal Reagent for Fluorescent Immunoassays

To develop a fluorescent ruthenium complex for biosensing, we synthesized a novel sulfhydryl-reactive compound, 4-bromophenanthroline bis-2,2′-dipyridine Ruthenium bis (hexafluorophosphate). The synthesized Ru(II) complex was crosslinked with thiol-modified protein G to form a universal reagent for fluorescent immunoassays. The resulting Ru(II)-protein G conjugates were identified by sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE). The emission peak wavelength of the Ru(II)-protein G conjugate was 602 nm at the excitation of 452 nm which is similar to the spectra of the Ru(II) complex, indicating that Ru(II)-protein G conjugates still remain the same fluorescence after conjugation. To test the usefulness of the conjugate for biosensing, immunoglobulin G (IgG) binding assay was conducted. The result showed that Ru(II)-protein G conjugates were capable of binding IgG and the more cross-linkers to modify protein G, the higher conjugation efficiency. To demonstrate the feasibility of Ru(II)-protein G conjugates for fluorescent immunoassays, the detection of recombinant histidine-tagged protein using the conjugates and anti-histidine antibody was developed. The results showed that the histidine-tagged protein was successfully detected with dose-response, indicating that Ru(II)-protein G conjugate is a useful universal fluorescent reagent for quantitative immunoassays

The Adjuvanticity of an O. volvulus-Derived rOv-ASP-1 Protein in Mice Using Sequential Vaccinations and in Non-Human Primates

Adjuvants potentiate antigen-specific protective immune responses and can be key elements promoting vaccine effectiveness. We previously reported that the Onchocerca volvulus recombinant protein rOv-ASP-1 can induce activation and maturation of naïve human DCs and therefore could be used as an innate adjuvant to promote balanced Th1 and Th2 responses to bystander vaccine antigens in mice. With a few vaccine antigens, it also promoted a Th1-biased response based on pronounced induction of Th1-associated IgG2a and IgG2b antibody responses and the upregulated production of Th1 cytokines, including IL-2, IFN-γ, TNF-α and IL-6. However, because it is a protein, the rOv-ASP-1 adjuvant may also induce anti-self-antibodies. Therefore, it was important to verify that the host responses to self will not affect the adjuvanticity of rOv-ASP-1 when it is used in subsequent vaccinations with the same or different vaccine antigens. In this study, we have established rOv-ASP-1's adjuvanticity in mice during the course of two sequential vaccinations using two vaccine model systems: the receptor-binding domain (RBD) of SARS-CoV spike protein and a commercial influenza virus hemagglutinin (HA) vaccine comprised of three virus strains. Moreover, the adjuvanticity of rOv-ASP-1 was retained with an efficacy similar to that obtained when it was used for a first vaccination, even though a high level of anti-rOv-ASP-1 antibodies was present in the sera of mice before the administration of the second vaccine. To further demonstrate its utility as an adjuvant for human use, we also immunized non-human primates (NHPs) with RBD plus rOv-ASP-1 and showed that rOv-ASP-1 could induce high titres of functional and protective anti-RBD antibody responses in NHPs. Notably, the rOv-ASP-1 adjuvant did not induce high titer antibodies against self in NHPs. Thus, the present study provided a sound scientific foundation for future strategies in the development of this novel protein adjuvant