Innovative technologies enhance drug discovery efficiency in early phases, suggesting improved scalability and analysis.
Label-free assays have rapidly advanced, offering real-time measurements, improved physiological relevance, and expanding throughput for early drug discovery. While these methods reduce artifacts and broaden target compatibility, challenges remain in validating biological relevance and managing complex kinetic data. Recent software innovations, including automated kinetic modeling and high-throughput data pipelines, are accelerating analysis and enhancing scalability.
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Cheng et al. (2026) studied this question.
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