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Erschienen in: Breast Cancer Research and Treatment 2/2022

14.06.2022 | Preclinical study

Combined analysis of receptor expression reflects inter-and intra-tumor heterogeneity in HR+/HER2+ breast cancer

verfasst von: Jie Ju, Feng Du, Song-Lin Gao, Yi-Ran Si, Nan-Lin Hu, Dong-Xu Liu, Xue Wang, Jian Yue, Fang-Chao Zheng, Yi-Kun Kang, Zi-Xuan Yang, Fei Ma, Bing-He Xu, Peng Yuan

Erschienen in: Breast Cancer Research and Treatment | Ausgabe 2/2022

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Abstract

Background

Hormone receptor-positive and human epidermal growth factor receptor 2-positive (HR+/HER2+ breast cancer comprise approximately 5–10% of all invasive breast cancers. However, the lack of knowledge regarding the complexity of tumor heterogeneity in HR+/HER2+ disease remains a barrier to more accurate therapies. This study aimed to describe the tumor heterogeneity of HR+/HER2+ breast cancer and to establish a novel indicator to identify the HER2-enriched subtype in patients with HR+/HER2+ breast cancer.

Methods

First of all, a comprehensive analysis was performed on HR+/HER2+ breast cancer samples from the TCGA (n = 141) and METABRIC (n = 104) databases. We determined the distribution of PAM50 intrinsic subtypes within the two cohorts and compared the somatic mutational profile and RNA expression features between HER2-enriched and non-HER2-enriched subtypes. From this, we constructed a novel marker termed rH/E, which was calculated as ERBB2 expression quantity/(ESR1 expression quantity + 1). Secondly, we performed multiplex immunofluorescence (mIF) to evaluate HER2 and estrogen receptor (ER) expression simultaneously in the third cohort, enrolling 43 cases of early HR+/HER2+ breast cancer from Cancer Hospital, Chinese Academy of Medical Sciences (CAMS). When using mIF, rH/E was adjusted to prH/E, which was calculated as HER2-positive cells%/(ER-positive cells + 1)%.

Results

All four main intrinsic subtypes were identified in HR+/HER2+ breast cancer, of which the luminal B subtype was the most common, followed by the HER2-enriched and luminal A subtypes. Significantly increased TP53 and ERBB3 and decreased PIK3CA somatic mutation frequency were observed in the HER2-enriched subtype compared with the non-HER2-enriched subtype. In addition, the HER2-enriched subtype was characterized by significantly higher ERBB2 and lower ESR1 expression. We then constructed a marker termed rH/E to reflect the relative expression of ERBB2 to ESR1 in each patient. rH/E discriminates the HER2-enriched subtype from the better than the expression of ERBB2 or ESR1 alone. In the CAMS cohort, we observed four subtypes of tumor cells: ER+/HER2−, ER+/HER2+, ER−/HER2+, and ER−/HER2−. Tumor cell diversity was common, with 86% of patients having all four subtypes of tumor cells. Moreover, prH/E showed a significant prognostic association in the CAMS cohort.

Conclusions

This study furthers our understanding of the complexity of tumor heterogeneity in HR+/HER2+ breast cancer, and suggests that the combined analysis of ERBB2 and ESR1 expression may contribute to identifying patients with specific subtypes in this population.
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Literatur
1.
Zurück zum Zitat Guarneri V, Barbieri E, Dieci MV, Piacentini F, Conte P (2010) Anti-HER2 neoadjuvant and adjuvant therapies in HER2 positive breast cancer. Cancer Treat Rev 36(Suppl 3):S62–S66CrossRef Guarneri V, Barbieri E, Dieci MV, Piacentini F, Conte P (2010) Anti-HER2 neoadjuvant and adjuvant therapies in HER2 positive breast cancer. Cancer Treat Rev 36(Suppl 3):S62–S66CrossRef
2.
Zurück zum Zitat Network CGA (2012) Comprehensive molecular portraits of human breast tumours. Nature 490(7418):61–70CrossRef Network CGA (2012) Comprehensive molecular portraits of human breast tumours. Nature 490(7418):61–70CrossRef
3.
Zurück zum Zitat Slamon DJ, Leyland-Jones B, Shak S et al (2001) Use of chemotherapy plus a monoclonal antibody against HER2 for metastatic breast cancer that overexpresses HER2. N Engl J Med 344(11):783–792CrossRef Slamon DJ, Leyland-Jones B, Shak S et al (2001) Use of chemotherapy plus a monoclonal antibody against HER2 for metastatic breast cancer that overexpresses HER2. N Engl J Med 344(11):783–792CrossRef
4.
Zurück zum Zitat Marty M, Cognetti F, Maraninchi D et al (2005) Randomized phase II trial of the efficacy and safety of trastuzumab combined with docetaxel in patients with human epidermal growth factor receptor 2-positive metastatic breast cancer administered as first-line treatment: the M77001 study group. J Clin Oncol 23(19):4265–4274CrossRef Marty M, Cognetti F, Maraninchi D et al (2005) Randomized phase II trial of the efficacy and safety of trastuzumab combined with docetaxel in patients with human epidermal growth factor receptor 2-positive metastatic breast cancer administered as first-line treatment: the M77001 study group. J Clin Oncol 23(19):4265–4274CrossRef
5.
Zurück zum Zitat Huober J, Fasching PA, Barsoum M et al (2012) Higher efficacy of letrozole in combination with trastuzumab compared to letrozole monotherapy as first-line treatment in patients with HER2-positive, hormone-receptor-positive metastatic breast cancer - results of the eLEcTRA trial. Breast 21(1):27–33CrossRef Huober J, Fasching PA, Barsoum M et al (2012) Higher efficacy of letrozole in combination with trastuzumab compared to letrozole monotherapy as first-line treatment in patients with HER2-positive, hormone-receptor-positive metastatic breast cancer - results of the eLEcTRA trial. Breast 21(1):27–33CrossRef
6.
Zurück zum Zitat Tolaney SM, Wardley AM, Zambelli S et al (2020) Abemaciclib plus trastuzumab with or without fulvestrant versus trastuzumab plus standard-of-care chemotherapy in women with hormone receptor-positive, HER2-positive advanced breast cancer (monarcHER): a randomised, open-label, phase 2 trial. Lancet Oncol 21(6):763–775CrossRef Tolaney SM, Wardley AM, Zambelli S et al (2020) Abemaciclib plus trastuzumab with or without fulvestrant versus trastuzumab plus standard-of-care chemotherapy in women with hormone receptor-positive, HER2-positive advanced breast cancer (monarcHER): a randomised, open-label, phase 2 trial. Lancet Oncol 21(6):763–775CrossRef
7.
Zurück zum Zitat Hua X, Bi XW, Zhao JL et al (2022) Trastuzumab plus endocrine therapy or chemotherapy as first-line treatment for patients with hormone receptor-positive and HER2-positive metastatic breast cancer (SYSUCC-002). Clin Cancer Res 28(4):637–645CrossRef Hua X, Bi XW, Zhao JL et al (2022) Trastuzumab plus endocrine therapy or chemotherapy as first-line treatment for patients with hormone receptor-positive and HER2-positive metastatic breast cancer (SYSUCC-002). Clin Cancer Res 28(4):637–645CrossRef
8.
Zurück zum Zitat Cejalvo JM, Pascual T, Fernández-Martínez A et al (2018) Clinical implications of the non-luminal intrinsic subtypes in hormone receptor-positive breast cancer. Cancer Treat Rev 67:63–70CrossRef Cejalvo JM, Pascual T, Fernández-Martínez A et al (2018) Clinical implications of the non-luminal intrinsic subtypes in hormone receptor-positive breast cancer. Cancer Treat Rev 67:63–70CrossRef
9.
Zurück zum Zitat Zhao S, Liu XY, Jin X et al (2019) Molecular portraits and trastuzumab responsiveness of estrogen receptor-positive, progesterone receptor-positive, and HER2-positive breast cancer. Theranostics 9(17):4935–4945CrossRef Zhao S, Liu XY, Jin X et al (2019) Molecular portraits and trastuzumab responsiveness of estrogen receptor-positive, progesterone receptor-positive, and HER2-positive breast cancer. Theranostics 9(17):4935–4945CrossRef
10.
Zurück zum Zitat Prat A, Cheang MC, Galván P et al (2016) Prognostic value of intrinsic subtypes in hormone receptor-positive metastatic breast cancer treated with letrozole with or without lapatinib. JAMA Oncol 2(10):1287–1294CrossRef Prat A, Cheang MC, Galván P et al (2016) Prognostic value of intrinsic subtypes in hormone receptor-positive metastatic breast cancer treated with letrozole with or without lapatinib. JAMA Oncol 2(10):1287–1294CrossRef
11.
Zurück zum Zitat Ciruelos E, Villagrasa P, Pascual T et al (2020) Palbociclib and trastuzumab in HER2-positive advanced breast cancer: results from the phase II SOLTI-1303 PATRICIA trial. Clin Cancer Res 26(22):5820–5829CrossRef Ciruelos E, Villagrasa P, Pascual T et al (2020) Palbociclib and trastuzumab in HER2-positive advanced breast cancer: results from the phase II SOLTI-1303 PATRICIA trial. Clin Cancer Res 26(22):5820–5829CrossRef
12.
Zurück zum Zitat Schettini F, Pascual T, Conte B et al (2020) HER2-enriched subtype and pathological complete response in HER2-positive breast cancer: a systematic review and meta-analysis. Cancer Treat Rev 84:101965CrossRef Schettini F, Pascual T, Conte B et al (2020) HER2-enriched subtype and pathological complete response in HER2-positive breast cancer: a systematic review and meta-analysis. Cancer Treat Rev 84:101965CrossRef
13.
Zurück zum Zitat Prat A, Pascual T, De Angelis C et al (2020) HER2-enriched subtype and ERBB2 expression in HER2-positive breast cancer treated with dual HER2 blockade. J Natl Cancer Inst 112(1):46–54CrossRef Prat A, Pascual T, De Angelis C et al (2020) HER2-enriched subtype and ERBB2 expression in HER2-positive breast cancer treated with dual HER2 blockade. J Natl Cancer Inst 112(1):46–54CrossRef
14.
Zurück zum Zitat Griguolo G, Brasó-Maristany F, González-Farré B et al (2020) ERBB2 mRNA expression and response to Ado-Trastuzumab Emtansine (T-DM1) in HER2-positive breast cancer. Cancers (Basel) 12(7):1902CrossRef Griguolo G, Brasó-Maristany F, González-Farré B et al (2020) ERBB2 mRNA expression and response to Ado-Trastuzumab Emtansine (T-DM1) in HER2-positive breast cancer. Cancers (Basel) 12(7):1902CrossRef
15.
Zurück zum Zitat Marchiò C, Annaratone L, Marques A, Casorzo L, Berrino E, Sapino A (2021) Evolving concepts in HER2 evaluation in breast cancer: heterogeneity, HER2-low carcinomas and beyond. Semin Cancer Biol 72:123–135CrossRef Marchiò C, Annaratone L, Marques A, Casorzo L, Berrino E, Sapino A (2021) Evolving concepts in HER2 evaluation in breast cancer: heterogeneity, HER2-low carcinomas and beyond. Semin Cancer Biol 72:123–135CrossRef
16.
Zurück zum Zitat Hou Y, Nitta H, Wei L et al (2017) HER2 intratumoral heterogeneity is independently associated with incomplete response to anti-HER2 neoadjuvant chemotherapy in HER2-positive breast carcinoma. Breast Cancer Res Treat 166(2):447–457CrossRef Hou Y, Nitta H, Wei L et al (2017) HER2 intratumoral heterogeneity is independently associated with incomplete response to anti-HER2 neoadjuvant chemotherapy in HER2-positive breast carcinoma. Breast Cancer Res Treat 166(2):447–457CrossRef
17.
Zurück zum Zitat Hurvitz SA, Martin M, Jung KH et al (2019) Neoadjuvant trastuzumab emtansine and pertuzumab in human epidermal growth factor receptor 2-positive breast cancer: three-year outcomes from the phase III KRISTINE study. J Clin Oncol 37(25):2206–2216CrossRef Hurvitz SA, Martin M, Jung KH et al (2019) Neoadjuvant trastuzumab emtansine and pertuzumab in human epidermal growth factor receptor 2-positive breast cancer: three-year outcomes from the phase III KRISTINE study. J Clin Oncol 37(25):2206–2216CrossRef
18.
Zurück zum Zitat Mayakonda A, Lin DC, Assenov Y, Plass C, Koeffler HP (2018) Maftools: efficient and comprehensive analysis of somatic variants in cancer. Genome Res 28(11):1747–1756CrossRef Mayakonda A, Lin DC, Assenov Y, Plass C, Koeffler HP (2018) Maftools: efficient and comprehensive analysis of somatic variants in cancer. Genome Res 28(11):1747–1756CrossRef
19.
Zurück zum Zitat Parker JS, Mullins M, Cheang MC et al (2009) Supervised risk predictor of breast cancer based on intrinsic subtypes. J Clin Oncol 27(8):1160–1167CrossRef Parker JS, Mullins M, Cheang MC et al (2009) Supervised risk predictor of breast cancer based on intrinsic subtypes. J Clin Oncol 27(8):1160–1167CrossRef
20.
Zurück zum Zitat Harrell FE Jr, Lee KL, Mark DB (1996) Multivariable prognostic models: issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors. Stat Med 15(4):361–387CrossRef Harrell FE Jr, Lee KL, Mark DB (1996) Multivariable prognostic models: issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors. Stat Med 15(4):361–387CrossRef
21.
Zurück zum Zitat Carey LA, Berry DA, Cirrincione CT et al (2016) Molecular heterogeneity and response to neoadjuvant human epidermal growth factor receptor 2 targeting in CALGB 40601, a randomized phase III trial of paclitaxel plus trastuzumab with or without lapatinib. J Clin Oncol 34(6):542–549CrossRef Carey LA, Berry DA, Cirrincione CT et al (2016) Molecular heterogeneity and response to neoadjuvant human epidermal growth factor receptor 2 targeting in CALGB 40601, a randomized phase III trial of paclitaxel plus trastuzumab with or without lapatinib. J Clin Oncol 34(6):542–549CrossRef
22.
Zurück zum Zitat Tolaney SM, Guo H, Pernas S et al (2019) Seven-year follow-up analysis of adjuvant paclitaxel and trastuzumab trial for node-negative, human epidermal growth factor receptor 2-positive breast cancer. J Clin Oncol 37(22):1868–1875CrossRef Tolaney SM, Guo H, Pernas S et al (2019) Seven-year follow-up analysis of adjuvant paclitaxel and trastuzumab trial for node-negative, human epidermal growth factor receptor 2-positive breast cancer. J Clin Oncol 37(22):1868–1875CrossRef
23.
Zurück zum Zitat Llombart-Cussac A, Cortés J, Paré L et al (2017) HER2-enriched subtype as a predictor of pathological complete response following trastuzumab and lapatinib without chemotherapy in early-stage HER2-positive breast cancer (PAMELA): an open-label, single-group, multicentre, phase 2 trial. Lancet Oncol 18(4):545–554CrossRef Llombart-Cussac A, Cortés J, Paré L et al (2017) HER2-enriched subtype as a predictor of pathological complete response following trastuzumab and lapatinib without chemotherapy in early-stage HER2-positive breast cancer (PAMELA): an open-label, single-group, multicentre, phase 2 trial. Lancet Oncol 18(4):545–554CrossRef
24.
Zurück zum Zitat Baselga J, Lewis Phillips GD, Verma S et al (2016) Relationship between tumor biomarkers and efficacy in EMILIA, a phase III study of trastuzumab emtansine in HER2-positive metastatic breast cancer. Clin Cancer Res 22(15):3755–3763CrossRef Baselga J, Lewis Phillips GD, Verma S et al (2016) Relationship between tumor biomarkers and efficacy in EMILIA, a phase III study of trastuzumab emtansine in HER2-positive metastatic breast cancer. Clin Cancer Res 22(15):3755–3763CrossRef
25.
Zurück zum Zitat Perez EA, de Haas SL, Eiermann W et al (2019) Relationship between tumor biomarkers and efficacy in MARIANNE, a phase III study of trastuzumab emtansine ± pertuzumab versus trastuzumab plus taxane in HER2-positive advanced breast cancer. BMC Cancer 19(1):517CrossRef Perez EA, de Haas SL, Eiermann W et al (2019) Relationship between tumor biomarkers and efficacy in MARIANNE, a phase III study of trastuzumab emtansine ± pertuzumab versus trastuzumab plus taxane in HER2-positive advanced breast cancer. BMC Cancer 19(1):517CrossRef
Metadaten
Titel
Combined analysis of receptor expression reflects inter-and intra-tumor heterogeneity in HR+/HER2+ breast cancer
verfasst von
Jie Ju
Feng Du
Song-Lin Gao
Yi-Ran Si
Nan-Lin Hu
Dong-Xu Liu
Xue Wang
Jian Yue
Fang-Chao Zheng
Yi-Kun Kang
Zi-Xuan Yang
Fei Ma
Bing-He Xu
Peng Yuan
Publikationsdatum
14.06.2022
Verlag
Springer US
Erschienen in
Breast Cancer Research and Treatment / Ausgabe 2/2022
Print ISSN: 0167-6806
Elektronische ISSN: 1573-7217
DOI
https://doi.org/10.1007/s10549-022-06629-w

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