Abstract Trastuzumab deruxtecan (T-DXd) is a HER2-directed antibody-drug conjugate approved for several indications, including HER2-positive unresectable or metastatic breast cancer that progressed on two or more prior therapies, HER2-positive locally advanced or metastatic gastric or gastroesophageal junction adenocarcinoma who have received a prior trastuzumab-based regimen and HER2-mutant unresectable or metastatic non-small cell lung cancer (USPI-ENH-C9-1122-r006). While the safety profile of T-DXd is manageable, ILD is an important identified risk and considered as an Adverse Event (AE) of special interest (Powell et al ESMO Open 2022). The therapeutic options for patients that develop ILD are limited to steroid medications, including prednisone and methylprednisolone. Hence, a greater understanding of T-DXd-associated ILD pathophysiology has the potential to guide alternative interventions to prevent ILD progression and improve patient care. Here, we used advanced human lung models to explore if T-DXd can affect pulmonary epithelial cell homeostasis and function. Transcriptome and gene set enrichment analysis of bronchial epithelial cells cultured under air-liquid interface (ALI) conditions revealed that genes and pathways associated with senescence, inflammation, and barrier integrity were dysregulated upon treatment with T-DXd. These transcriptomic findings linked to senescence and inflammation were confirmed in follow-up ALI experiments where T-DXd was shown to activate the p53 pathway, and upregulate pro-senescence, -inflammatory and -fibrotic mediators. Similarly, T-DXd activated senescence- and inflammation-associated markers in a microphysiological alveolar lung-on-chip system, thus indicating that T-DXd has similar effects in alveoli epithelia. In addition, T-DXd induced epithelial injury of ALI cells, which was reflected by loss of barrier function and release of epithelial damage markers. These changes were also accompanied by upregulation of mesenchymal cell markers, suggesting cells transition to a partial epithelial-to-mesenchymal phenotype. Whereas the payload (deruxtecan; DXd) and IgG control antibody-DXd conjugate (IgG-DXd) could recapitulate effects measured with T-DXd on lung epithelial cells, trastuzumab did not have any effect, suggesting limited contribution of HER2 targeting to T-DXd-induced epithelial changes in the experimental models used. Altogether, these data demonstrate that DXd can drive epithelial mechanisms and pathways associated with pulmonary fibrosis, inflammation, and damage, which are dysregulated events observed in ILD. Ongoing studies aim to evaluate the translation of these discoveries to the clinic and to support the development of novel therapeutic strategies to manage or prevent ILD. Citation Format: Ingrid Lua, Lin Jia, Jeff Chen, Kevin Contrepois, Mary McFarlane, Anton I. Rosenbaum, Peter Newham, Sonia Terrillon. Leveraging advanced human lung models to explore mechanisms underlying T-DXd-associated interstitial lung disease (ILD) [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2024; Part 2 (Late-Breaking, Clinical Trial, and Invited Abstracts); 2024 Apr 5-10; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2024;84(7_Suppl):Abstract nr LB417.