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Updated: Jun 15, 2025

Multiparametric Tumor Organoid Drug Screening Using Widefield Live-Cell Imaging for Bulk and Single-Organoid Analysis
Published on: December 23, 2022
Applications of single-cell technologies in drug discovery for tumor treatment
Bingyu Liu1, Shunfeng Hu1,2, Xin Wang1,2,3
1Department of Hematology, Shandong Provincial Hospital, Shandong University, Jinan, Shandong 250021, China.
Abstract:
Single-cell technologies have been known as advanced and powerful tools to study tumor biological systems at the single-cell resolution and are playing increasingly critical roles in multiple stages of drug discovery and development. Specifically, single-cell technologies can promote the discovery of drug targets, help high-throughput screening at single-cell level, and contribute to pharmacokinetic studies of anti-tumor drugs. Emerging single-cell analysis technologies have been developed to further integrating multidimensional single-cell molecular features, expanding the scale of single-cell data, profiling phenotypic impact of genes in single cell, and providing full-length coverage single-cell sequencing. In this review, we systematically summarized the applications of single-cell technologies in various sections of drug discovery for tumor treatment, including target identification, high-throughput drug screening, and pharmacokinetic evaluation and highlighted emerging single-cell technologies in providing in-depth understanding of tumor biology. Single-cell-technology-based drug discovery is expected to further optimize therapeutic strategies and improve clinical outcomes of tumor patients.
Insights
Single-cell technologies are revolutionizing cancer drug discovery by enabling precise target identification and screening. These advanced tools offer new ways to develop better anti-tumor therapies and improve patient outcomes.
Area of Science:
- Oncology
- Pharmacology
- Biotechnology
Background:
- Single-cell technologies offer unprecedented resolution for studying complex tumor biology.
- These tools are integral to various stages of anti-tumor drug discovery and development.
Purpose of the Study:
- To systematically review the applications of single-cell technologies in tumor drug discovery.
- To highlight emerging single-cell technologies for a deeper understanding of tumor biology.
Main Methods:
- Review of current literature on single-cell technologies in cancer research.
- Analysis of single-cell applications in drug target identification, screening, and pharmacokinetics.
Main Results:
- Single-cell technologies facilitate drug target discovery and high-throughput screening at the single-cell level.
- These methods aid in pharmacokinetic studies of anti-tumor drugs and provide insights into gene-phenotype relationships.
- Emerging technologies integrate multidimensional molecular features and expand data scale.
Conclusions:
- Single-cell technology-based drug discovery is poised to optimize therapeutic strategies for cancer.
- These advancements are expected to significantly improve clinical outcomes for tumor patients.

