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

Hydrogen sulfide (H₂S) is a gasotransmitter that plays a crucial role in regulating pathological processes following injury to the central and peripheral nervous systems. This review systematizes current data on various classes of H₂S donors and inhibitors of its biosynthesis in neurotrauma and related experimental models. Inorganic donors (e.g., NaHS, Na₂S, and STS) rapidly suppress oxidative stress and inflammation, supporting the recovery of synaptic plasticity and cognitive function. Organic donors (e.g., GYY4137, ACS67, ACS84, SPRC, ADT-OH and its derivatives, S-memantine, and MTC) provide sustained H₂S release, stabilize the blood–brain barrier, and exhibit antiapoptotic activity. Natural donors (e.g., DADS, DATS, and SAMe) demonstrate high biocompatibility, inhibit pyroptosis, and enhance antioxidant defense mechanisms. Hybrid systems—including nanoparticles and hydrogels—enable targeted delivery and prolonged action, thereby stimulating regeneration and angiogenesis. Thiol-activated donors (e.g., COS/H₂S and AlaCOS) allow controlled H₂S release, offering broad opportunities for precise modulation of its concentration within target tissues. Inhibitors (e.g., AOAA, PAG, oxamic hydrazide 1, L-aspartic acid, benserazide, and NSC4056) of H₂S biosynthesis underscore the physiological importance of this gasotransmitter, as their administration enhances neuroinflammation and diminishes neuroprotection. The analysis reveals a general pattern: all classes of H₂S donors effectively modulate key pathological mechanisms, differing in their rate, duration, and specificity of action. These findings highlight the therapeutic promise of H₂S-based pharmacological agents in clinical neurotraumatology, while emphasizing the need for further research to optimize delivery systems, enhance efficacy, and minimize adverse effects.

A quarter of the world’s population has no access to safe foods of high quality due to the inability of traditional agriculture to meet the growing needs. Therefore, cultivated meat produced from a large mass of animal cells in a laboratory is becoming a promising alternative to animal products. In this study, we aimed to develop a technology for obtaining a hybrid cultured meat product from rabbit cells, sodium alginate, and sunflower protein, as well as to analyze its morphological and functional characteristics. We used rabbit stem cells isolated from the greater omentum and exposed to lipogenic and myogenic differentiation, as well as rabbit skin fibroblasts. The cells were placed in a hydrogel of sodium alginate and sunflower protein and cultured for 72 h to biofabricate tissue constructs by using 3D bioprinting. Confocal and transmission electron microscopy was applied to analyze the morphological and functional characteristics of the cells in the constructs. Using 3D bioprinting, we obtained tissue constructs of 30×40×3 mm from rabbit cells, sodium alginate, and sunflower protein. According to confocal microscopy, the cells in the tissue constructs remained viable for at least 72 h. Transmission electron microscopy showed that the cells formed tight junctions and were metabolically active for at least 72 h, with fibroblasts secreting procollagen and lipoblasts secreting lipid droplets. The resulting cellular meat was obtained from a combination of fibroblasts, lipocytes, and myogenic cells, as well as two ink components. The cellular meat product was safe and ready for consumption.

Collagen is a major extracellular-matrix protein widely used in regenerative medicine, yet conventional terrestrial sources raise biosafety and acceptability concerns, motivating the search for marine alternatives. This study evaluates the jellyfish Rhizostoma pulmo (R. pulmo) from the Azov Sea as a sustainable collagen source and assesses its suitability for biomedical materials. Acid-soluble collagen was extracted using 0.5 M acetic acid and purified by salt precipitation and dialysis, followed by physicochemical/structural characterization (sodium dodecyl sulfate–polyacrylamide gel electrophoresis (SDS–PAGE), Limulus amebocyte lysate (LAL) endotoxin testing, transmission electron microscopy (TEM), and immunofluorescence with type I collagen antibodies) and biological evaluation in vitro (3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide (MTT) cytotoxicity on MRC5 fibroblasts; adhesion and proliferation assays on HeLa cells). The extracted collagen showed a high yield (~26.2%), a type I-like electrophoretic profile with α-, β-, and γ-components, fibrillar ultrastructure by TEM, and positive type I collagen immunoreactivity; endotoxin levels were low (0.461 EU/µL), and no cytotoxicity was detected under the tested conditions. Porous collagen sponges/scaffolds were fabricated by lyophilization, displaying interconnected pores with an average size of ~80 µm and pH-dependent swelling, and they supported 3D cell growth and tumor-cell dissemination in an in vitro breast carcinoma scaffold model. Overall, Azov Sea R. pulmo collagen demonstrates promising structural quality, low endotoxin burden, and cytocompatibility, supporting its potential as a marine biomaterial for sponge/scaffold-based tissue engineering and wound-related applications.

Introduction. Gestational diabetes mellitus (GDM) is heterogeneous disease that includes several subtypes: subtype with predominant insulin resistance (IR) and subtype with predominant dysfunction of β-cell of pancreas. It was revealed that pancreatic cells express a gap junction protein, connexin 36, and gap junctions containing this protein normally coordinate the pulsating dynamics of Ca ²⁺ and the release of insulin, and disruption of this process may be one of the pathogenetic mechanisms of GDM.The aim of work was to study distribution of connexin 36 in pancreatic tissue when modeling various subtypes of GDM in rats.Materials and methods. Prospective study was conducted on white nonlinear rats: 50 females and 15 males. Female rats were divided into 3 groups: I — 15 pregnant rats (control); II — 12 pregnant rats (pancreatic β-cell dysfunction); III — 12 pregnant rats (IR). All rats underwent histomorphological examination on paraffin sections using primary rabbit polyclonal antibodies to connexin 36 (Invitrogen, USA).Results. In study of pancreatic samples of group III, a sharp decrease in level of connexin 36 expression was noted. In samples of group II, it was revealed that in endocrine regions of gland, membrane reaction between cells is negative. Morphometric examination revealed a significant decrease in both the specific density of immune complexes and their average area in groups III and II (p < 0.050).Discussion. An immunohistochemical study of the distribution of connexin 36 indicates a decrease in electrotonic connectivity through gap contacts both in model of GDM subtype with predominant IR and pancreatic beta-cell dysfunction.Conclusion. Results obtained suggest that reduction of connexin 36 may accompany development of pathogenetic mechanisms of GDM.

The literature review is devoted to the modern concepts of the vesiculation phenomenon and its biological role in pathogenic bacteria – causative agents of particularly dangerous human infections. Data on the production, structure, composition, and functions of the outer membrane vesicles (OMV) of bacteria have been summarized. In recent years, the interest of researchers in the formation of spherical structures (so called bubbles or vesicles) from outer membrane of gram-negative bacteria has significantly increased. Such structures are surrounded by the double layer of a phospholipid membrane, the outer layer of which is enriched with lipopolysaccharide molecules. The inner space of vesicles could include various antigens, receptors, adhesins, toxins, enzymes, porins, etc. The formation of vesicles by the outer membranes of bacteria is recognized as a normal physiological manifestation of bacterial activity aimed at adaptation to environmental conditions. The investigation of the biological role of OMV showed their connection with the pathogenesis and immunogenesis of bacterial diseases. The review provides information on the peculiarity of induction, OMV composition and their participation in the processes of patho- and immunogenesis of severe infections caused by groups I–II PBA – the gram-negative causative agents of plague, tularemia, brucellosis, glanders, melioidosis, cholera, and formation of extracellular vesicles in a gram-positive anthrax pathogen. The particular attention is paid to the issue of developing safe and effective next-generation vaccine preparations based on bacterial vesicles.