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A case-control study was conducted to evaluate the efficacy and mechanism of action of antibody-drug conjugates (ADCs) in lung cancer, utilizing patient-derived organoid (PDO)-immune co-cultures. Focusing on HER2-positive and TROP2-positive non-small cell lung cancer (NSCLC) cases, ADC candidates were screened for in vitro activity based on organoid-immune interaction models. Key assessments included: Tumor killing efficiency, assessed by dose-response relationships; Drug internalization (cellular uptake), as a measure of penetration into cancer cells; Antibody-dependent cellular cytotoxicity (ADCC) and bystander effect, with negative control targets employed to delineate specificity; Single-cell RNA sequencing, to profile transcriptional alterations at single-cell resolution. Data demonstrated distinct ADC responses correlating with target expression and immune microenvironment featu
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