Identification of factors conferring resistance to trastuzumab deruxtecan in advanced gastric cancer: a translational study from the single-arm, phase II, DESTINY-Gastric06 trial

Bohan Zhang , Lei Zhang , Cheng Liu , Tong Xie , Yifan Zhang , Xiao Wu , Yining Chen , Siyuan Cheng , Yang Feng , Yuxin Wang , Erke Gao , Hongquan Zhang , Lin Shen , Zhi Peng , Xiaofan Wei

Precision Clinical Medicine ›› 2026, Vol. 9 ›› Issue (1) : pbaf038

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Precision Clinical Medicine ›› 2026, Vol. 9 ›› Issue (1) :pbaf038 DOI: 10.1093/pcmedi/pbaf038
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Identification of factors conferring resistance to trastuzumab deruxtecan in advanced gastric cancer: a translational study from the single-arm, phase II, DESTINY-Gastric06 trial
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Abstract

Background Trastuzumab deruxtecan (T-DXd) has revolutionized the therapeutic landscape for HER2-positive gastric cancer (GC). However, tumor heterogeneity poses a significant challenge in overcoming T-DXd resistance. This study aimed to delineate the mechanisms underlying primary and acquired resistance to T-DXd in GC.

Methods We performed single-cell RNA sequencing on GC tumor tissues from the DESTINY-Gastric06 study, including treatment-naive baseline samples and those with primary or acquired resistance to T-DXd. Dimensionality reduction and unsupervised clustering were applied to identify distinct cell clusters within the tumor tissues. High-dimensional weighted gene co-expression network analysis was employed to identify key gene modules associated with T-DXd resistance. Cell-cell communication was analyzed using CellChat. Key findings were experimentally validated through multiplex immunofluorescence, immunohistochemistry, and functional assays in cellular models.

Results Weighted gene co-expression network analysis identified the red and purple modules as being strongly correlated with primary and acquired T-DXd resistance, respectively. Notably, MUC3A was upregulated in patients with primary resistance and its overexpression was identified as a potential predictor of shorter progression-free survival in response to T-DXd therapy. Moreover, cystatin C, a gene implicated in linker cleavage, was upregulated during the development of acquired resistance. Tumor microenvironment profiling revealed that T-DXd initially promoted immune-cell infiltration and enhanced antigen presentation. However, with the development of resistance, the tumor microenvironment shifted to an immunosuppressive state, characterized by reactivation of transforming growth factor-beta signaling and upregulation of programmed cell death protein-1 (PD-1).

Conclusion These findings provide novel insights into mechanisms underlying T-DXd resistance and highlight potential therapeutic targets for overcoming T-DXd resistance in GC.

Keywords

gastric cancer / trastuzumab deruxtecan / resistance

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Bohan Zhang, Lei Zhang, Cheng Liu, Tong Xie, Yifan Zhang, Xiao Wu, Yining Chen, Siyuan Cheng, Yang Feng, Yuxin Wang, Erke Gao, Hongquan Zhang, Lin Shen, Zhi Peng, Xiaofan Wei. Identification of factors conferring resistance to trastuzumab deruxtecan in advanced gastric cancer: a translational study from the single-arm, phase II, DESTINY-Gastric06 trial. Precision Clinical Medicine, 2026, 9(1): pbaf038 DOI:10.1093/pcmedi/pbaf038

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Acknowledgements

The authors gratefully thank all the patients for participating in this study. Funding support for the study was provided by the Beijing Xisike Clinical Oncology Research Foundation (No. Y-2022HER2AZMS-0377 to Z.P.), Beijing Natural Science Foundation (grant number 7242088 to X.W.), and the National Natural Science Foundation of China (grant number 82473050 to X.W.). The funders played no role in study design, data collection, analysis and interpretation of data, or the writing of this manuscript.

Author contributions

Bohan Zhang (Investigation, Software, Validation, Visualization, Writing— original draft, Writing— review & editing), Lei Zhang (Formal Analysis, Software), Cheng Liu (Supervision), Tong Xie (Writing— review & editing), Yifan Zhang (Writing— review & editing), Xiao Wu (Writing—review & editing), Yining Chen (Writing—review & editing), Siyuan Cheng (Writing—review & editing), Yang Feng (Writing—review & editing), Yuxin Wang (Writing—review & editing), Erke Gao (Writing—review & editing), Hongquan Zhang (Writing—review & editing), Lin Shen (Resources, Writing—review & editing), Zhi Peng (Funding acquisition, Project administration, Supervision, Writing—review & editing), Xiaofan Wei (Methodology, Supervision, Writing—review & editing).

Supplementary material

Supplementary material is available at PCMEDI online.

Conflicts of interest

The authors disclose no potential conflicts of interest. L.Z. is an employee of Burning Rock Biotech. The research presented in this manuscript was conducted independently and was not funded, sponsored, or directly supported by Burning Rock Biotech.

Ethics statement

This study was approved by the Ethics Committee of Peking University Cancer Hospital in 2021 (approval number: 2021YW90). Informed content was obtained from all patients enrolled for the collection of clinical information and samples, and all tests and procedures were conducted in accordance with the Declaration of Helsinki.

Availability of data and materials

The single-cell RNA sequencing data generated in this study is deposited at the Genome Sequence Archive for Humans with project number HRA012249. All relevant data supporting the key findings of this study are available within the article or from the corresponding author upon reasonable request.

References

[1]

Bray F, Laversanne M, Sung H et al. Global cancer statistics 2022: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin 2024; 74:229-63.

[2]

Suh YS, Na D, Lee JS et al. Comprehensive molecular characterization of adenocarcinoma of the gastroesophageal junction between esophageal and gastric adenocarcinomas. Ann Surg 2022; 275:706-17. https://doi.org/10.1097/SLA.0000000000004303.

[3]

Huang D, Lu N, Fan Q et al. HER2 status in gastric and gastroesophageal junction cancer assessed by local and central laboratories: Chinese results of the HER-EAGLE study. PLoS One 2013; 8:e80290. https://doi.org/10.1371/journal.pone.0080290.

[4]

Sheng WQ, Huang D, Ying JM et al. HER2 status in gastric cancers: a retrospective analysis from four Chinese representative clinical centers and assessment of its prognostic significance. Ann Oncol 2013; 24:2360-4. https://doi.org/10.1093/annonc/mdt232.

[5]

Bang YJ, Van Cutsem E, Feyereislova A et al. Trastuzumab in combination with chemotherapy versus chemotherapy alone for treatment of HER2-positive advanced gastric or gastro-oesophageal junction cancer (ToGA): a phase 3, open-label, randomised controlled trial. Lancet 2010; 376:687-97. https://doi.org/10.1016/S0140-6736(10)61121-X.

[6]

Wang S, Zhao Y, Song Y et al. ERBB2D16 Expression in HER2 positive gastric cancer is associated with resistance to Trastuzumab. Front Oncol 2022; 12:855308. https://doi.org/10.3389/fonc.2022.855308.

[7]

Miranda F, Prazeres H, Mendes F et al. Resistance to endocrine therapy in HR + and/or HER2 + breast cancer: the most promising predictive biomarkers. Mol Biol Rep 2022; 49:717-33. https://doi.org/10.1007/s11033-021-06863-3.

[8]

Swain SM, Shastry M, Hamilton E. Targeting HER2-positive breast cancer: advances and future directions. Nat Rev Drug Discov 2023; 22:101-26. https://doi.org/10.1038/s41573-022-00579-0.

[9]

Liu W, Chang J, Liu M et al. Quantitative proteomics profiling reveals activation of mTOR pathway in trastuzumab resistance. Oncotarget 2017; 8:45793-806. https://doi.org/10.18632/oncotarget.17415.

[10]

Li Z, Zhao H, Hu H et al. Mechanisms of resistance to trastuzumab in HER2-positive gastric cancer. Chin J Cancer Res 2024; 36:306-21. https://doi.org/10.21147/j.issn.1000-9604.2024.03.07.

[11]

Verma S, Miles D, Gianni L et al. Trastuzumab emtansine for HER2-positive advanced breast cancer. N Engl J Med 2012; 367:1783-91. https://doi.org/10.1056/NEJMoa1209124.

[12]

Thuss-Patience PC, Shah MA, Ohtsu A et al. Trastuzumab emtansine versus taxane use for previously treated HER2-positive locally advanced or metastatic gastric or gastro-oesophageal junction adenocarcinoma (GATSBY): an international randomised, open-label, adaptive, phase 2/3 study. Lancet Oncol 2017; 18:640-53. https://doi.org/10.1016/S1470-2045(17)30111-0.

[13]

Hunter FW, Barker HR, Lipert B et al. Mechanisms of resistance to trastuzumab emtansine (T-DM1) in HER2-positive breast cancer. Br J Cancer 2020; 122:603-12. https://doi.org/10.1038/s41416-019-0635-y.

[14]

Baah S, Laws M, Rahman KM. Antibody-drug conjugates-A tutorial review. Molecules 2021; 26:2943. https://doi.org/10.3390/molecules26102943.

[15]

Nakada T, Masuda T, Naito H et al. Novel antibody drug conjugates containing exatecan derivative-based cytotoxic payloads. Bioorg Med Chem Lett 2016; 26:1542-5. https://doi.org/10.1016/j.bmcl.2016.02.020.

[16]

Khoury R, Saleh K, Khalife N et al. Mechanisms of resistance to antibody-drug conjugates. Int J Mol Sci 2023; 24:9674. https://doi.org/10.3390/ijms24119674.

[17]

Meric-Bernstam F, Makker V, Oaknin A et al. Efficacy and safety of Trastuzumab Deruxtecan in patients with HER2-expressing solid tumors: primary results from the DESTINY-PanTumor02 Phase II trial. J Clin Oncol 2024; 42:47-58. https://doi.org/10.1200/JCO.23.02005.

[18]

Shen L, Chen P, Lu J et al. Trastuzumab deruxtecan (T-DXd) in Chinese patients (pts) with previously treated HER2-positive locally advanced/metastatic gastric cancer (GC) or gastroesophageal junction adenocarcinoma (GEJA): primary efficacy and safety from the phase II single-arm DESTINY-Gastric06 (DG06) trial. Ann Oncol 2023; 34:S1542-3.

[19]

Peng Z, Chen P, Lu J et al. Trastuzumab deruxtecan in patients from China with previously treated human epidermal growth factor receptor 2-positive locally advanced/metastatic gastric or gastroesophageal junction adenocarcinoma (DESTINY-Gastric06): results from a single-arm, multicenter, phase 2 trial. EClinicalMedicine 2025; 87:103404.

[20]

Vanauberg D, Schulz C, Lefebvre T. Involvement of the pro-oncogenic enzyme fatty acid synthase in the hallmarks of cancer: a promising target in anti-cancer therapies. Oncogenesis 2023; 12:16. https://doi.org/10.1038/s41389-023-00460-8.

[21]

Wang J, Sun N, Kunzke T et al. Metabolic heterogeneity affects trastuzumab response and survival in HER2-positive advanced gastric cancer. Br J Cancer 2024; 130:1036-45. https://doi.org/10.1038/s41416-023-02559-6.

[22]

Chang J, Wang Q, Bhetuwal A et al. Metabolic pathways underlying GATA6 regulating trastuzumab resistance in Gastric Cancer cells based on untargeted metabolomics. Int J Med Sci 2020; 17:3146-64. https://doi.org/10.7150/ijms.50563.

[23]

Liu J, Pan C, Guo L et al. A new mechanism of trastuzumab resistance in gastric cancer: MACC1 promotes the Warburg effect via activation of the PI3K/AKT signaling pathway. J Hematol Oncol 2016; 9:76. https://doi.org/10.1186/s13045-016-0302-1.

[24]

Chen AC, Migliaccio I, Rimawi M et al. Upregulation of mucin4 in ER-positive/HER2-overexpressing breast cancer xenografts with acquired resistance to endocrine and HER2-targeted therapies. Breast Cancer Res Treat 2012; 134:583-93. https://doi.org/10.1007/s10549-012-2082-9.

[25]

Diaz-Rodriguez E, Gandullo-Sanchez L, Ocana A et al. Novel ADCs and strategies to overcome resistance to anti-HER2 ADCs. Cancers (Basel) 2021; 14:154. https://doi.org/10.3390/cancers14010154.

[26]

Tarantino P, Carmagnani Pestana R, Corti C et al. Antibody-drug conjugates: smart chemotherapy delivery across tumor histologies. CA Cancer J Clin 2022; 72:165-82.

[27]

Zhou Y, Dong W, Wang L et al. Cystatin C attenuates perihematomal secondary brain injury by inhibiting the cathepsin B/NLRP3 signaling pathway in a rat model of intracerebral hemorrhage. Mol Neurobiol 2024; 61:9646-62. https://doi.org/10.1007/s12035-024-04195-4.

[28]

Modenbach JM, Moller C, Asgarbeik S et al. Biochemical analyses of cystatin-C dimers and cathepsin-B reveals a trypsin-driven feedback mechanism in acute pancreatitis. Nat Commun 2025; 16:1702. https://doi.org/10.1038/s41467-025-56875-x.

[29]

Xu J, Qiu J. Mucin 3A’s promotion of the proliferation and migration of gastric cancer cells through activation of the mTOR pathway. Altern Ther Health Med 2025; 31:155-61.

[30]

Lee DH, Choi S, Park Y et al. Mucin1 and Mucin16: therapeutic targets for cancer therapy. Pharmaceuticals (Basel) 2021; 14:1053. https://doi.org/10.3390/ph14101053.

[31]

Xu J, Qiu J. Mucin 3A’s promotion of the proliferation and migration of gastric cancer cells through activation of the mTOR pathway. Altern Ther Health Med 2025; 31:155-61.

[32]

Luo Y, Ma S, Sun Y et al. MUC3A induces PD-L1 and reduces tyrosine kinase inhibitors effects in EGFR-mutant non-small cell lung cancer. Int J Biol Sci 2021; 17:1671-81. https://doi.org/10.7150/ijbs.57964.

[33]

Rios-Luci C, Garcia-Alonso S, Diaz-Rodriguez E et al. Resistance to the antibody-drug conjugate T-DM1 is based in a reduction in lysosomal proteolytic activity. Cancer Res 2017; 77:4639-51. https://doi.org/10.1158/0008-5472.CAN-16-3127.

[34]

Wang H, Wang W, Xu Y et al. Aberrant intracellular metabolism of T-DM1 confers T-DM1 resistance in human epidermal growth factor receptor 2-positive gastric cancer cells. Cancer Sci 2017; 108:1458-68. https://doi.org/10.1111/cas.13253.

[35]

Kinneer K, Meekin J, Tiberghien AC et al. SLC46A3 as a potential predictive biomarker for antibody-drug conjugates bearing noncleavable linked maytansinoid and pyrrolobenzodiazepine warheads. Clin Cancer Res 2018; 24:6570-82. https://doi.org/10.1158/1078-0432.CCR-18-1300.

[36]

Caculitan NG, Dela Cruz Chuh J, Ma Y et al. Cathepsin B is dispensable for cellular processing of Cathepsin B-cleavable antibody-drug conjugates. Cancer Res 2017; 77:7027-37. https://doi.org/10.1158/0008-5472.CAN-17-2391.

[37]

Sun B, Zhou Y, Halabisky B et al. Cystatin C-cathepsin B axis regulates amyloid beta levels and associated neuronal deficits in an animal model of Alzheimer’s disease. Neuron 2008; 60:247-57. https://doi.org/10.1016/j.neuron.2008.10.001.

[38]

Solem M, Rawson C, Lindburg K et al. Transforming growth factor beta regulates cystatin C in serum-free mouse embryo (SFME) cells. Biochem Biophys Res Commun 1990; 172:945-51. https://doi.org/10.1016/0006-291X(90)90767-H.

[39]

Mosele F, Deluche E, Lusque A et al. Trastuzumab deruxtecan in metastatic breast cancer with variable HER2 expression: the phase 2 DAISY trial. Nat Med 2023; 29:2110-20. https://doi.org/10.1038/s41591-023-02478-2.

[40]

Attalla SS, Boucher J, Proud H et al. HER2Delta16 Engages ENPP1 to promote an immune-cold microenvironment in breast cancer. Cancer Immunol Res 2023; 11:1184-202. https://doi.org/10.1158/2326-6066.CIR-22-0140.

[41]

Lee J, Kida K, Koh J et al. The DNA repair pathway as a therapeutic target to synergize with trastuzumab deruxtecan in HER2-targeted antibody-drug conjugate-resistant HER2-overexpressing breast cancer. J Exp Clin Cancer Res 2024; 43:236. https://doi.org/10.1186/s13046-024-03143-3.

[42]

Batlle E, Massague J. Transforming growth factor-beta signaling in immunity and cancer. Immunity 2019; 50:924-40. https://doi.org/10.1016/j.immuni.2019.03.024.

[43]

Ahmadzadeh M, Johnson LA, Heemskerk B et al. Tumor antigen-specific CD8 T cells infiltrating the tumor express high levels of PD-1 and are functionally impaired. Blood 2009; 114:1537-44. https://doi.org/10.1182/blood-2008-12-195792.

[44]

Yang M, Lin W, Huang J et al. Novel immunotherapeutic approaches in gastric cancer. Precis Clin Med 2024; 7:pbae020. https://doi.org/10.1093/pcmedi/pbae020.

[45]

Janjigian YY, Kawazoe A, Bai Y et al. Pembrolizumab plus trastuzumab and chemotherapy for HER2-positive gastric or gastro-oesophageal junction adenocarcinoma: interim analyses from the phase 3 KEYNOTE-811 randomised placebo-controlled trial. Lancet 2023; 402:2197-208. https://doi.org/10.1016/S0140-6736(23)02033-0.

[46]

Loi S, Giobbie-Hurder A, Gombos A et al. Pembrolizumab plus trastuzumab in trastuzumab-resistant, advanced, HER2-positive breast cancer (PANACEA): a single-arm, multicentre, phase 1b-2 trial. Lancet Oncol 2019; 20:371-82. https://doi.org/10.1016/S1470-2045(18)30812-X.

[47]

Li X, Zhang X, Yin S et al. Challenges and prospects in HER2-positive breast cancer-targeted therapy. Crit Rev Oncol Hematol 2025; 207:104624. https://doi.org/10.1016/j.critrevonc.2025.104624.

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