PurposeThe purpose of the research is to study the consequences of total (comprehensive) automatization of entrepreneurship for interested parties through the prism of competition human and artificial intellectual capital in production and distribution in Industry 4.0.Design/methodology/approachThe research is conducted with application of scenario analysis, regression analysis, imitation modeling, forecasting and non-linear multi-parametric optimization with the simplex method.FindingsThe authors perform scenario modeling of competition between human and artificial intellectual capital in production and distribution in Industry 4.0 and offer recommendations for pro-active management of competition between human and artificial intellectual capital in production and distribution in Industry 4.0.Originality/valueContrary to the existing approach to studying competition between human and artificial intellectual capital in Industry 4.0, automatization of distribution, not production, is most preferable. This shows increase of the value of human intellectual capital in distribution during its automatization based on AI. This is an unprecedented and breakthrough conclusion for the modern economic science. It allows creating a completely new direction of research of competition between human and artificial intellectual capital in production and distribution in Industry 4.0, in which optimization of social consequences is achieved not by means of restraint of automatization but by means of its stimulation. The key condition is stimulation of automatization of distribution with limited automatization of production. Based on this conclusion, it is recommended to continue research in continuation of the presented work.
Background and Aims IgA nephropathy (IgAN) is the most common primary glomerulonephritis in the world. Despite being described over 50 years ago, there remains no approved therapy for this common global cause of kidney failure. The central pathogenic feature in IgAN is the formation of circulating IgA containing immune complexes which have the propensity to deposit in the kidneys and trigger glomerular inflammation and tubulointerstitial scarring. The primary substrate for immune complex formation is an excess of poorly O-galactosylated polymeric IgA1 (Gd-IgA1) in the circulation. These IgA1 O-glycoforms are thought to trigger the formation of IgA and IgG autoantibodies. Atacicept is a human TACI-Ig fusion protein that inhibits B cell-stimulating factors, BLyS and APRIL, and has been associated with reductions in levels of serum IgA and IgG, as well as reductions in mature B cells and plasma cells. A number of studies have shown elevated levels of BLyS, APRIL and Gd-IgA1 in IgAN patients which have been linked to worse clinical outcomes. IgAN patients with persistent proteinuria >1 g/day are at increased risk of progression to end-stage renal disease. This Phase II study examines the safety and efficacy of atacicept in reducing pathogenic Gd-IgA1 levels and measures of renal activity in IgAN. Method This Phase II study (NCT02808429) enrolled patients with IgAN and proteinuria ≥1 g/day or 0.75 mg/mg on 24-hour urine protein-creatinine ratio (UPCR) despite maximal standard of care therapy (angiotensin converting enzyme inhibitor and/or angiotensin receptor blocker). Enrolled patients were randomized 1:1:1 to receive placebo or atacicept 25mg or 75mg once weekly by subcutaneous injection. The primary endpoint was a change in proteinuria by 24-hour UPCR at Week 48; key secondary endpoints included change in eGFR, serum immunoglobulin and Gd-IgA1 levels. Results Data from the 24-week interim analysis are reported here for enrolled patients (placebo=5; atacicept 25mg=6; atacicept 75mg=5). A consistent, dose-dependent reduction in serum immunoglobulins (IgA, IgG and IgM) and, in particular, Gd-IgA1 (Figure) were observed through Week 24. In parallel, proteinuria (24-hour UPCR) showed a higher median % reduction from baseline with atacicept at Week 24: -18.67% and -25.34% with atacicept 25 mg and 75 mg, respectively, vs +0.098% with placebo (Figure). eGFR remained stable over time. TEAEs were reported by 81% of the subjects. TEAEs were mild or moderate in severity, with no severe TEAEs reported. No serious related events, events with severe hypogammaglobulinemia or fatal outcome were reported. Conclusion These 24-week interim analysis results provide early proof of concept for the potential treatment of atacicept in patients with IgAN and persistent proteinuria.
The article studies the essence of economic security on the enterprise's level and defines key aspects. It analyses the existing approaches to the assessment of its level basing on the indicators of complex economic analysis.
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