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DOI 10.3390/ph19091440

Медицинская библиотека · Pharmaceuticals (Basel, Switzerland) · 2026

Integrated Cell-Based Transcriptomic and Pathway Profiling Enables Scalable Functional Screening of Bioactive Microalgal Extracts.

Sorokin Boris, Buzdin Anton A, Luppov Daniil, Sorokin Maksim, Gusev Evgeniy, Kholodenko Roman, Guglya Elena, Namsaraev Zorigto, Yampolsky Ilia, Kuzmin Denis

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Аннотация

Background

Microalgae and cyanobacteria represent a largely unexplored source of bioactive compounds, but systematic screening of extensive strain collections is limited by the cost and complexity of conventional chemical and pharmacological characterization. Here, we evaluated a scalable functional screening strategy integrating human cell-based gene expression profiling, quantitative molecular pathway analysis, and direct cytotoxicity testing to prioritize bioactive microalgal and cyanobacterial extracts for subsequent investigation.

Results

Forty-eight extracts were screened using HL-60 human leukemia cells, and eight demonstrated detectable cytotoxic activity. Pathway-based prediction showed 92% agreement with direct cytotoxicity measurements. To assess whether pathway profiling could provide information on mechanisms of action, we performed an in-depth analysis of the most active Nostoc sp. SBV-48 extract and the control antimicrobial peptide Polyphemusin III. The inferred pathway responses were consistent with their previously reported mechanisms of cytotoxicity. Fractionation and chemical characterization of the Nostoc sp. SBV-48 extract identified Cryptophycin-1 as its major cytotoxic component, illustrating the intended sequential workflow from primary screening to characterization of prioritized hits. In addition, previously unreported cytotoxic activity against HL-60 cells was detected in three Desmidiales strains belonging to the genera Closterium, Cosmarium, and Spondylosium, which showed partially convergent pathway-level responses.

Conclusions

Overall, the proposed approach provides a cost-effective first-stage strategy for functional screening and prioritization of complex microalgal extracts, allowing resource-intensive chemical characterization and broader pharmacological validation to be focused on the most promising candidates.

Для цитирования: Sorokin Boris, Buzdin Anton A, Luppov Daniil, Sorokin Maksim, Gusev Evgeniy, Kholodenko Roman, Guglya Elena, Namsaraev Zorigto, Yampolsky Ilia, Kuzmin Denis. Integrated Cell-Based Transcriptomic and Pathway Profiling Enables Scalable Functional Screening of Bioactive Microalgal Extracts.. Pharmaceuticals (Basel, Switzerland). 2026. DOI: 10.3390/ph19091440.
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