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September 25, 2026
AI Users Earn Up to 41.8% More Than Non-Users
Research conducted by economists at HSE University has revealed a significant correlation between the regular use of GenAI in the workplace and higher pay among Russian employees. The study found that individuals who frequently use GenAI in their professional activities earn notably more than those who reject these new tools or resort to them occasionally. The salary premium for highly qualified specialists reaches 41.8%. The article was published in the Voprosy Ekonomiki journal.
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A researcher at HSE University analysed data on 1,539 doctoral students from 161 Russian universities to identify which features of a thesis topic are associated with academic success and engagement. The most important factor was found to be personal interest in the research topic, which was associated with almost all key aspects of doctoral programme experience—from engaging with the academic supervisor to research activity and confidence about successfully defending the thesis. The findings have been published in Higher Education.

 

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Differences in medium-induced conformational plasticity presumably underlie different cytotoxic activity of ricin and viscumin

Biomolecules. 2022. Vol. 12. No. 2. Article 295.
Volynsky P., Maltseva D., Tabakmakher V., Bocharov E., Raygorodskaya M., Zakharova G., Britikova E., Tonevitsky A., Efremov R.

Structurally similar catalytic subunits A of ricin (RTA) and viscumin (MLA) exhibit cytotoxic activity through ribosome inactivation. Ricin is more cytotoxic than viscumin, although the molecular cause of this is still poorly understood. To shed more light on this problem, we used a combined biochemical / molecular modeling approach to assess the possible relationship between the activity of toxins and their structural/dynamic properties. Based on bioassay measurements, it was suggested that the differences in activity are associated with the ability of RTA and MLA to undergo structural/hydrophobic rearrangements when trafficking through the endoplasmic reticulum (ER) membrane. Molecular dynamics simulations and surface hydrophobicity mapping of both proteins in different media showed that RTA rearranges its structure in a membrane-like environment much more efficiently than MLA. The hydrophobic organization of their refolded states is also drastically different. We assume that the higher conformational plasticity of RTA is favorable for the ER-mediated translocation pathway, which leads to a higher rate of the toxin penetration into the cytoplasm.

Research target: Biology Physics
Language: English
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Keywords: молекулярная динамикаprotein-membrane interactions molecular dynamicsвзаимодействия белок-мембранаMembrane trafficking of proteinsmedium effects on protein structuretype II ribosome inactivating proteinsмембранный транспорт белковвлияние среды на структуру белковрибосом-инактивирующие белки 2-го типа
Publication based on the results of:
Supercomputer technologies, theory and atomistic multiscale modeling in materials physics and life sciences (2022)
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