Drought-tolerant plant growth-promoting rhizobacteria alleviate drought stress and enhance soil health for sustainable agriculture: A comprehensive review

Plant Stress, Journal Year: 2024, Volume and Issue: 14, P. 100632 - 100632

Published: Oct. 6, 2024

Language: Английский

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Stages macroeconomic modelling of threats to food security

Russian Journal of Management, Journal Year: 2025, Volume and Issue: 12(4), P. 521 - 527

Published: Jan. 21, 2025

The article presents the results of development methodological foundations macroeconomic modelling threats to food security. main stages, their information support and are defined. classification challenges security Russian Federation is presented.

Language: Английский

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3D Bioprinting of Cultivated Meat Followed by the Development of a Fine-Tuned YOLO Model for the Detection and Counting of Lipoblasts, Fibroblasts, and Myogenic Cells

Frontiers in Bioscience-Landmark, Journal Year: 2025, Volume and Issue: 30(3)

Published: March 18, 2025

Background: Cultured meat holds significant potential as a pivotal solution for producing safe, sustainable, and high-quality protein to meet the growing demands of global population. However, scaling this technology requires innovative bioengineering approaches integrated with software methods assess growth cell cultures. This study aims develop 3D printing hybrid product subsequently design finely tuned You Only Look Once (YOLO) model detecting counting lipoblasts, fibroblasts, myogenic cells. Methods: Cultures multipotent mesenchymal stem cells (MMSCs) fibroblasts were obtained from domestic rabbit Oryctolagus cuniculus domesticus. Standard protocols employed induce adipogenic differentiation MMSCs. Fibroblasts isolated skin biopsy samples. The process utilized bioinks. engineering approach involved development unique print head into printer. Confocal transmission electron microscopy within construct was performed. A dataset digital images cells, created. Four models based on YOLOv8-seg architecture trained annotated images, implemented in Telegram bot. Results: Stable cultures obtained. 3D-printed tissue constructs composed sodium alginate, sunflower successfully fabricated. printer assembled. confirmed viability construct. Ultrastructural analysis revealed dense intercellular contacts high metabolic activity. resulting replicated organoleptic structural properties natural meat. In IT segment, single-class lipoblasts achieved metrics recall 85%, precision 77%, mean Average Precision at IoU threshold 0.50 (mAP50) 79%, which improved multiclass 92%, mAP50 81%. bot capable different types. Conclusions: achieved. Detailed microscopic demonstrated activity polymerized alginate hydrogel. engineered presents alternative Additionally, neural network models, bot, proved effective monitoring culture identifying types across three As result, we developed four YOLOv8 that outperforms model. all exhibited reduced accuracy high-density cultures, where overlapping led undercounting.

Language: Английский

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Changes in poverty during the Anthropocene

Elsevier eBooks, Journal Year: 2025, Volume and Issue: unknown

Published: Jan. 1, 2025

Language: Английский

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A balanced approach to the potential of octopus aquaculture

Marine Policy, Journal Year: 2025, Volume and Issue: 179, P. 106682 - 106682

Published: May 16, 2025

Language: Английский

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Enhancing Crop Resilience: Insights from Labdane-Related Diterpenoid Phytoalexin Research in Rice (Oryza sativa L.)

Current Issues in Molecular Biology, Journal Year: 2024, Volume and Issue: 46(9), P. 10677 - 10695

Published: Sept. 23, 2024

Rice (

Language: Английский

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