Identification of genetic and immune signatures for the recurrence of HER2-positive breast cancer after trastuzumab-based treatment
- PMID: 37084155
- DOI: 10.1007/s10549-023-06931-1
Identification of genetic and immune signatures for the recurrence of HER2-positive breast cancer after trastuzumab-based treatment
Abstract
Purpose: To determine the genetic and immune features associated with the recurrence of human epidermal growth factor receptor2-positive (HER2 +) breast cancer (BC) after trastuzumab-based treatment.
Methods: A retrospective cohort study of 48 patients who received trastuzumab-based treatment was divided into recurrent and non-recurrent groups according to clinical follow-up. Baseline samples from all 48 patients were analyzed for genetic variation, HLA allele type, gene expression, and immune features, which were linked to HER2 + BC recurrence. Statistics included logistic regression models, Kaplan-Meier plots, and Univariate Cox proportional hazards models.
Results: Compared with the non-recurrent group, the extracellular matrix-related pathway and 3 Hallmark gene sets were enriched in the recurrent group. The infiltration levels of immature B cells and activated B cells were significantly increased in the non-recurrent group, which correlated remarkably with improved overall survival (OS) in two other published gene expression datasets, including TCGA and METABRIC. In the TCGA cohort (n = 275), activated B cells (HR 0.23, 95%CI 0.13-0.43, p < 0.0001), and immature B cells (HR 0.26, 95%CI 0.12-0.59, p < 0.0001). In the METABRIC cohort (n = 236), activated B cells (HR 0.60, 95%CI 0.43-0.83, p = 0.002), and immature B cells (HR 0.65, 95%CI 0.47-0.91, p = 0.011). Cox regression suggested that immature B cells and activated B cells were protective factors for outcome OS.
Conclusions: Aberrant activation of multiple pathways and low baseline tumor-infiltrating B cells are related to HER2 + BC trastuzumab-based recurrence, which primarily affects the antitumor activity of trastuzumab.
Keywords: HER2-positive breast cancer; Innate anti-PD-1 resistance signature; Recurrence; Trastuzumab; Tumor-infiltrating B cells.
© 2023. The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.
References
-
- Sung H, Ferlay J, Siegel RL, Laversanne M, Soerjomataram I, Jemal A, Bray F (2021) Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin 71:209–249. https://doi.org/10.3322/caac.21660 - DOI - PubMed
-
- Waks AG, Winer EP (2019) Breast cancer treatment: a review. JAMA 321:288–300. https://doi.org/10.1001/jama.2018.19323 - DOI - PubMed
-
- Cataldo A, Piovan C, Plantamura I, D’Ippolito E, Camelliti S, Casalini P, Giussani M, Deas O, Cairo S, Judde JG, Tagliabue E, Iorio MV (2018) MiR-205 as a predictive biomarker and adjuvant therapeutic tool in combination with trastuzumab. Oncotarget 9:27920–27928. https://doi.org/10.18632/oncotarget.24723 - DOI - PubMed - PMC
-
- Rimawi M, De Angelis C, Contreras A, Pareja F, Geyer F, Burke K, Herrera S, Wang T, Mayer I, Forero A, Nanda R, Goetz M, Chang J, Krop I, Wolff A, Pavlick A, Fuqua S, Gutierrez C, Hilsenbeck S, Li M, Weigelt B, Reis-Filho J, Kent Osborne C, Schiff R (2018) Low PTEN levels and PIK3CA mutations predict resistance to neoadjuvant lapatinib and trastuzumab without chemotherapy in patients with HER2 over-expressing breast cancer. Breast Cancer Res Treat 167:731–740. https://doi.org/10.1007/s10549-017-4533-9 - DOI - PubMed
-
- Choi J, Jeon C, Kim Y, Jung S (2020) Pathological complete response to neoadjuvant trastuzumab and pertuzumab therapy is related to human epidermal growth factor receptor 2 (HER2) amplification level in HER2-amplified breast cancer. Medicine 99:e23053. https://doi.org/10.1097/md.0000000000023053 - DOI - PubMed - PMC
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