Advancing drug discovery through function-focused single-cell profiling

12 Jun 2026

This whitepaper explores how function-focused single-cell profiling can enhance drug discovery by enabling direct measurement of cellular behaviour rather than relying on inferred genomic or transcriptomic data. It highlights the limitations of traditional single-cell approaches, including variability from droplet encapsulation, Poisson-driven distribution inefficiencies, and the inability to capture dynamic cellular functions.

Discover how the Lightcast platform addresses these challenges by combining droplet microfluidics, optical electrowetting-on-dielectric (oEWOD), and machine learning to enable real-time, high-throughput functional analysis at the single-cell level. This integrated approach allows precise droplet control, improved cell viability, and efficient sequential assays, supporting faster identification of functional drug candidates while reducing cost and complexity in early-stage development.

Resource details:

  • Resource type: Whitepaper
  • Page count: 5
  • Read time: 8 mins

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Artificial Intelligence / Machine LearningArtificial intelligence (AI) and machine learning (ML) are transformative technologies used to analyze complex data, identify patterns, and make data-driven predictions across diverse scientific fields. Automate the analysis of large or complex data sets using AI algorithms and leverage machine learning models to improve diagnostics, accelerate drug discovery, and refine experimental design. Discover the best AI/ML software, platforms, and analytical tools in our peer-reviewed product directory: compare features, read customer reviews, and request pricing directly from manufacturers.Single Cell AnalysisSingle-cell analysis involves studying individual cells to gain insights into their behavior, gene expression, and function. This approach is valuable in cancer research, stem cell biology, and immunology. Explore single-cell analysis products in our peer-reviewed product directory; compare products, check reviews, and get pricing directly from manufacturers.MicrofluidicsMicrofluidics is the science of manipulating small volumes of fluids in micro-sized channels. It is widely used in diagnostics, drug development, and lab-on-a-chip technologies. Microfluidic devices can enable rapid, cost-effective, and high-throughput analysis of biological samples. Browse our peer-reviewed product directory to find the best microfluidic devices, compare products, check reviews, and get pricing directly from manufacturers.