ArticleMicrosystems & nanoengineering2026
Functional drug screening of tumor organoids on an active-matrix digital microfluidic chip for cancer precision medicine.
Article in Microsystems & nanoengineering, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
1 citing paper in PubMed.
- Convergent bioprinting and microfluidics: toward next-generation biomimetic tumor models.Hepatobiliary surgery and nutrition · 2026Article
Corrections and comments
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Authors and funding
15 authors.
Funding
Abstract
Cancer is a leading global cause of morbidity and mortality, with inter- and intra-tumor heterogeneity contributing to suboptimal therapeutic outcomes. While genomic profiling has advanced precision oncology, many tumors lack targetable mutations, underscoring the need for functional assays. Here, we present a drug sensitivity testing platform for patient-derived organoids (PDOs) based on active-matrix digital microfluidics (AM-DMF). The system comprises a microfluidic timing-control board (<50 ms switching precision), a temperature-regulation module (37 ± 0.3 °C) and an integrated imaging module for multiscale visualization. Droplet generation, transport, mixing, and dilution on the AM-DMF platform are programmably controlled via electrowetting-on-dielectric (EWOD) actuation, with volume stability from 1 to 100 nL per droplet (CV < 3%). A multilayer design of the AM-DMF chips suppressed crosstalk and leakage current, enabling stable operation over 10 h. PDO-loaded droplets were efficiently generated through symmetric "one-to-two" splitting, achieving >71% success within 4-5 tearing cycles. Evaluation of cisplatin cytotoxicity across multiple PDOs on AM-DMF chips revealed time- and dose-dependent responses, including early morphological contraction (12 h) and subsequent structural disintegration (72 h) at high concentrations. Live/dead staining confirmed membrane damage under high-dose treatment, reflected by increased red fluorescence. Quantitative analysis demonstrated consistent dose-dependent inhibition of viability across all PDOs. Notably, on-chip measurements showed response trends consistent with conventional 96-well plate assays, yet with moderately higher inhibition rates, indicating enhanced assay sensitivity. Overall, we have developed an automated, high-throughput drug-testing system for PDOs, wherein the entire workflow, including organoid culture, precise drug concentration gradient generation, multi-dose drug screening, staining, and imaging, was seamlessly integrated and performed on a single active-matrix digital microfluidics chip. Collectively, this integrated AM-DMF platform offers a systematic, scalable strategy for functional precision medicine, especially suited to scarce clinical specimens and complex multidrug regimens.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.