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Empirical Evaluation of an Emotionally-Responsive Commercialization Framework for ecDNA-Based Precision Therapeutics KCI 등재

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  • URLhttps://db.koreascholar.com/Article/Detail/446505
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감성과학 (Korean Journal of the science of Emotion & sensibility)
한국감성과학회 (The Korean Society For Emotion & Sensibility)
초록

Extrachromosomal DNA (ecDNA) has appeared as a key driver of oncogene amplification, tumor heterogeneity, and therapeutic resistance, thereby reshaping the paradigm of precision oncology—particularly in metastatic and treatment-refractory cancers. However, the clinical translation of ecDNA-based discoveries into scalable therapeutic applications remains limited. This study introduces an integrated, empirically validated precision oncology platform that combines ecDNA biomarker profiling, artificial intelligence (AI)-driven multiomics modeling, and clustered regularly interspaced short palindromic repeats (CRISPR)-based functional validation. Built upon the “9 Building Blocks” business model, the platform incorporates high-resolution ecDNA detection (via whole-genome sequencing, fluorescence in situ hybridization, and AmpliconArchitect), single-cell and spatial transcriptomics, and machine learning-based therapeutic response prediction. The AI-integrated multi-omics framework achieved robust predictive accuracy (area under the curve > .90) across diverse tumor types and was functionally validated through patient-derived xenograft models and CRISPR-Cas9 gene screening. Specifically, CRISPR knockdown experiments that target ecDNA-associated oncogenes (e.g., Myelocytomatosis oncogene, epidermal growth factor receptor) demonstrated high knockdown efficiency (up to 82% using quantitative polymerase chain reaction), significantly reduced cell viability (up to 45%), increased apoptosis (up to 38%), and suppressed tumor growth in vivo (up to 53% reduction in volume, p < .001), confirming their biological and therapeutic relevance. A pilot study that involved 12 patients further demonstrated concordance between liquid biopsy-derived ecDNA profiles and tissue biopsy results, whereas a structured stakeholder survey (n = 47) yielded strong consensus on the platform’s clinical relevance (4.62/5), feasibility (4.45/5), and strategic value (4.58/5). These results underscore the platform’s technical robustness, translational potential, and commercialization readiness for ecDNA-guided precision therapeutics.

목차
Abstract
1. Introduction
2. Scientific and Technological Basis forecDNA-Driven Precision Therapeutics
    2.1. Trends in Genomic Research
    2.2. ecDNA: A Key to Overcoming RefractoryCancers
    2.3. Importance of Building Clinical GenomicPlatforms
    2.4. Strategic Research Platform for theCommercialization of ecDNA-BasedPrecision Therapeutics
3. Empirical Validation and Evaluation ofthe Commercialization Framework andModel Development
    3.1. Strategic Plan for Practical TechnologyDevelopment Based on the 9 BuildingBlocks Model
    3.2. Integrated Survey Design and EvaluationSummary
4. Results
5. Conclusion and Future Directions
Acknowledgements
REFERENCES
저자
  • Hyunseung Cho(Research Professor, Institute of Symbiotic Life-TECH, Yonsei University)
  • Jinhee Yang(Research Professor, Institute of Symbiotic Life-TECH, Yonsei University)
  • Hoon Kim(Associate Professor, Department of Biopharmaceutical Convergence, Sungkyunkwan University) Corresponding author