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Fusco N, Viale G. The "lows": Update on ER-low and HER2-low breast cancer. Breast 2024; 78:103831. [PMID: 39486153 PMCID: PMC11564046 DOI: 10.1016/j.breast.2024.103831] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2024] [Revised: 10/15/2024] [Accepted: 10/28/2024] [Indexed: 11/04/2024] Open
Abstract
ER-low and HER2-low breast cancers have emerged as clinically significant subtypes that challenge traditional diagnostic categories and treatment paradigms. These subtypes, representing a spectrum of disease, exhibit distinct biological behaviors, therapeutic responses, and prognostic outcomes. HER2-low breast cancer, defined by low HER2 protein expression (IHC score of 1+ or 2+ without HER2 gene amplification), has achieved clinical significance, particularly following the DESTINY-Breast trials, which demonstrated the efficacy of trastuzumab deruxtecan (T-DXd) in the population of patients with advanced HER2-low disease. Similarly, ER-low breast cancer, characterized by low estrogen receptor expression (in 1%-10 % invasive tumor cells), poses unique challenges due to its intermediate biological behavior and uncertain response to endocrine therapies. The identification of these subtypes is further complicated by inconsistencies in testing methodologies, which can lead to misclassification and impact treatment decisions. As our understanding of these subtypes improves, the need for standardized diagnostic approaches and individualized therapeutic decisions becomes increasingly urgent. Ongoing research and collaboration between pathologists and oncologists are essential for refining diagnostic criteria and improving outcomes for patients with breast cancers characterized by low expression of these theragnostic biomarkers. This review aims to consolidate current knowledge on HER2-low and ER-low breast cancers, focusing on the challenges associated with their identification, the implications for treatment, and future directions in clinical management. By examining recent studies and interlaboratory assessments, this review emphasizes the critical need for accurate and reproducible testing and reporting, and for the development of tailored therapeutic strategies for these "low" expression cancers.
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Affiliation(s)
- Nicola Fusco
- Department of Pathology and Laboratory Medicine, European Institute of Oncology IRCCS, Milan, Italy; Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy.
| | - Giuseppe Viale
- Department of Pathology and Laboratory Medicine, European Institute of Oncology IRCCS, Milan, Italy.
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Bae SJ, Kim JH, Lee MJ, Baek SH, Kook Y, Ahn SG, Cha YJ, Jeong J. Predictive Markers of Treatment Response to Neoadjuvant Systemic Therapy with Dual HER2-Blockade. Cancers (Basel) 2024; 16:842. [PMID: 38398233 PMCID: PMC10886516 DOI: 10.3390/cancers16040842] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2024] [Revised: 02/13/2024] [Accepted: 02/14/2024] [Indexed: 02/25/2024] Open
Abstract
In patients with human epidermal growth factor receptor 2 (HER2)-positive breast cancer, achievement of pathologic complete response (pCR) is a known prognostic indicator after neoadjuvant systemic therapy (NAST). We investigated the clinicopathological factors associated with pCR in patients with HER2-positive breast cancer treated with dual HER2-blockade. In this retrospective study, 348 patients with HER2-positive breast cancer who received NAST with docetaxel and carboplatin, combined with trastuzumab and pertuzumab (TCHP), were included. Of the 348 patients with HER2 protein expression data, 278 (79.9%) had HER2 immunochemistry (IHC) 3+. Data on tumor-infiltrating lymphocyte (TIL) levels were available for 305 patients, showing a median TIL level of 20% (IQR 5-50), among which 121 (39.7%) had high TIL levels (≥30%). Estrogen receptor (ER) status (77.9% in ER-negative vs. 47.5% in ER-positive; p < 0.001), HER2 protein expression (71.6% in IHC 3+ vs. 34.3% in IHC 2+; p < 0.001), and TIL levels (71.9% in high vs. 57.6% in low; p = 0.011) were significantly associated with the pCR rate. In addition, we observed a significant link between numerical TIL levels (per 10% increment) and the pCR rate. After adjusting other clinicopathologic factors, ER status (low expression [defined as 1-9% expression] or negative), HER2 IHC 3+ and numerical TIL levels (per 10% increment), and high TIL levels (≥30%) were found to be independent predictors of pCR. Notably, in ER-negative breast cancer, the treatment response was excellent, irrespective of HER2 expression and TIL levels. Conversely, in ER-positive cases, low ER expression, HER2 IHC 3+, and numerical TIL levels or high TIL levels emerged as independent predictors of pCR. Our results suggest that ER expression, HER2 protein expression, and TIL levels serve as valuable predictors of the treatment response to neoadjuvant TCHP.
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Affiliation(s)
- Soong June Bae
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul 06273, Republic of Korea
- Institute for Breast Cancer Precision Medicine, Yonsei University College of Medicine, Seoul 06273, Republic of Korea
| | - Jee Hung Kim
- Institute for Breast Cancer Precision Medicine, Yonsei University College of Medicine, Seoul 06273, Republic of Korea
- Division of Medical Oncology, Department of Internal Medicine, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul 06273, Republic of Korea
| | - Min Ji Lee
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul 06273, Republic of Korea
- Institute for Breast Cancer Precision Medicine, Yonsei University College of Medicine, Seoul 06273, Republic of Korea
| | - Seung Ho Baek
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul 06273, Republic of Korea
- Institute for Breast Cancer Precision Medicine, Yonsei University College of Medicine, Seoul 06273, Republic of Korea
| | - Yoonwon Kook
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul 06273, Republic of Korea
- Institute for Breast Cancer Precision Medicine, Yonsei University College of Medicine, Seoul 06273, Republic of Korea
| | - Sung Gwe Ahn
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul 06273, Republic of Korea
- Institute for Breast Cancer Precision Medicine, Yonsei University College of Medicine, Seoul 06273, Republic of Korea
| | - Yoon Jin Cha
- Institute for Breast Cancer Precision Medicine, Yonsei University College of Medicine, Seoul 06273, Republic of Korea
- Department of Pathology, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul 06273, Republic of Korea
| | - Joon Jeong
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul 06273, Republic of Korea
- Institute for Breast Cancer Precision Medicine, Yonsei University College of Medicine, Seoul 06273, Republic of Korea
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3
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Sharma P, Stecklein SR, Yoder R, Staley JM, Schwensen K, O’Dea A, Nye L, Satelli D, Crane G, Madan R, O’Neil MF, Wagner J, Larson KE, Balanoff C, Kilgore L, Phadnis MA, Godwin AK, Salgado R, Khan QJ, O’Shaughnessy J. Clinical and Biomarker Findings of Neoadjuvant Pembrolizumab and Carboplatin Plus Docetaxel in Triple-Negative Breast Cancer: NeoPACT Phase 2 Clinical Trial. JAMA Oncol 2024; 10:227-235. [PMID: 37991778 PMCID: PMC10666040 DOI: 10.1001/jamaoncol.2023.5033] [Citation(s) in RCA: 62] [Impact Index Per Article: 62.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Accepted: 08/22/2023] [Indexed: 11/23/2023]
Abstract
Importance Addition of pembrolizumab to anthracycline-based chemotherapy improves pathologic complete response (pCR) and event-free survival (EFS) in triple-negative breast cancer (TNBC). The efficacy of anthracycline-free chemoimmunotherapy in TNBC has not been assessed. Objective To assess the efficacy of the anthracycline-free neoadjuvant regimen of carboplatin and docetaxel plus pembrolizumab in TNBC. Design, Setting, and Participants This was an open-label phase 2 clinical trial including a single group of patients with stage I to III TNBC enrolled at 2 sites who received neoadjuvant carboplatin and docetaxel plus pembrolizumab every 21 days for 6 cycles. Participants were enrolled from 2018 to 2022. Intervention or Exposure Carboplatin (with an area under the free carboplatin plasma concentration vs time curve of 6) and docetaxel (75 mg/m2) plus pembrolizumab (200 mg) every 21 days for 6 cycles. Myeloid growth factor support was administered with all cycles. Main Outcomes and Measures Primary end point was pathologic complete response (pCR) defined as no evidence of invasive tumor in breast and axilla. The secondary end points were residual cancer burden, EFS, toxicity, and immune biomarkers. RNA isolated from pretreatment tumor tissue was subjected to next-generation sequencing. Specimens were classified as positive or negative for the 44-gene DNA damage immune response (DDIR) signature and for the 27-gene tumor immune microenvironment (TIM; DetermaIO) signature using predefined cutoffs. Stromal tumor-infiltrating lymphocytes (sTILs) were evaluated using standard criteria. Programmed cell death-ligand 1 (PD-L1) testing was performed using a standard immunohistochemical assay. Results Among the eligible study population of 115 female patients (median [range] age, 50 [27-70] years) who enrolled from September 2018 to January 2022, 39% had node-positive disease. pCR and residual cancer burden 0 + 1 rates were 58% (95% CI, 48%-67%) and 69% (95% CI, 60%-78%), respectively. Grade 3 or higher immune-mediated adverse events were observed in 3.5% of patients. sTILs, PD-L1, DDIR, and TIM were each predictive of pCR in multivariable analyses. The areas under curve for pCR were 0.719, 0.740, 0.699, and 0.715 for sTILs, PD-L1, DDIR, and TIM, respectively. Estimated 3-year EFS was 86% in all patients; 98% in pCR group and 68% in no-pCR group. Conclusions and Relevance The findings of the phase 2 clinical trial indicate that neoadjuvant carboplatin and docetaxel plus pembrolizumab shows encouraging pCR and 3-year EFS. The regimen was well tolerated, and immune enrichment as identified by various biomarkers was independently predictive of pCR. These results provide data on an alternative anthracycline-free chemoimmunotherapy regimen for patients who are not eligible for anthracycline-based regimens and support further evaluation of this regimen as a chemotherapy de-escalation strategy in randomized studies for TNBC. Trial Registration ClinicalTrials.gov Identifier: NCT03639948.
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Affiliation(s)
- Priyanka Sharma
- Department of Internal Medicine, University of Kansas Medical Center, Westwood
| | - Shane R. Stecklein
- Department of Radiation Oncology, University of Kansas Medical Center, Kansas City
- Department of Pathology & Laboratory Medicine, University of Kansas Medical Center, Kansas City
- Department of Cancer Biology, University of Kansas Medical Center, Kansas City
| | - Rachel Yoder
- The University of Kansas Cancer Center, Kansas City
| | | | - Kelsey Schwensen
- Department of Internal Medicine, University of Kansas Medical Center, Westwood
| | - Anne O’Dea
- Department of Internal Medicine, University of Kansas Medical Center, Westwood
| | - Lauren Nye
- Department of Internal Medicine, University of Kansas Medical Center, Westwood
| | - Deepti Satelli
- Department of Internal Medicine, University of Kansas Medical Center, Westwood
| | - Gregory Crane
- Department of Internal Medicine, University of Kansas Medical Center, Westwood
| | - Rashna Madan
- Department of Pathology & Laboratory Medicine, University of Kansas Medical Center, Kansas City
| | - Maura F. O’Neil
- Department of Pathology & Laboratory Medicine, University of Kansas Medical Center, Kansas City
| | - Jamie Wagner
- Department of Surgery, University of Kansas Medical Center, Kansas City
| | - Kelsey E. Larson
- Department of Surgery, University of Kansas Medical Center, Kansas City
| | - Christa Balanoff
- Department of Surgery, University of Kansas Medical Center, Kansas City
| | - Lyndsey Kilgore
- Department of Surgery, University of Kansas Medical Center, Kansas City
| | - Milind A. Phadnis
- Department of Biostatistics and Data Science, University of Kansas Medical Center, Kansas City
| | - Andrew K. Godwin
- Department of Pathology & Laboratory Medicine, University of Kansas Medical Center, Kansas City
- The University of Kansas Cancer Center, Kansas City
| | - Roberto Salgado
- Department of Pathology, ZAS Hospitals, Antwerp, Belgium
- Division of Research, Peter Mac Callum Canter Centre, Melbourne, Australia
| | - Qamar J. Khan
- Department of Internal Medicine, University of Kansas Medical Center, Westwood
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Malainou CP, Stachika N, Damianou AK, Anastopoulos A, Ploumaki I, Triantafyllou E, Drougkas K, Gomatou G, Kotteas E. Estrogen-Receptor-Low-Positive Breast Cancer: Pathological and Clinical Perspectives. Curr Oncol 2023; 30:9734-9745. [PMID: 37999126 PMCID: PMC10670665 DOI: 10.3390/curroncol30110706] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2023] [Revised: 10/30/2023] [Accepted: 11/02/2023] [Indexed: 11/25/2023] Open
Abstract
The expression of estrogen receptors (ERs) in breast cancer (BC) represents a strong prognostic and predictive biomarker and directs therapeutic decisions in early and advanced stages. ER-low-positive BC, defined by the immunohistochemical (IHC) expression of ERs from 1% to 9%, constitutes a distinct subset of total BC cases. Guidelines recommend that a low expression of ERs be reported in pathology reports since the benefit of endocrine therapy in patients with ER-low-positive BC is uncertain. Recently, several cohorts, mostly of a retrospective nature, have been published, reporting the clinicopathological characteristics and outcomes of ER-low-positive BC. However, the majority of the data focus on early-stage BC and the use of (neo)adjuvant therapy, and there is a significant lack of data regarding metastatic ER-low-positive BC. Further factors, including tumor heterogeneity as well as the potential loss of ER expression due to endocrine resistance, should be considered. Including patients with ER-low-positive BC in clinical trials for triple-negative breast cancer (TNBC) might improve the understanding of this entity and allow novel therapeutic approaches. The design and conduction of randomized clinical trials regarding this subgroup of patients are greatly anticipated.
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Affiliation(s)
| | | | | | | | | | | | | | - Georgia Gomatou
- Oncology Unit, Third Department of Medicine, “Sotiria” General Hospital for Diseases of the Chest, National and Kapodistrian University of Athens, 152 Messogion Avenue, 11527 Athens, Greece (E.K.)
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Xiu Y, Jiang C, Huang Q, Yu X, Qiao K, Wu D, Yang X, Zhang S, Lu X, Huang Y. Naples score: a novel prognostic biomarker for breast cancer patients undergoing neoadjuvant chemotherapy. J Cancer Res Clin Oncol 2023; 149:16097-16110. [PMID: 37698677 DOI: 10.1007/s00432-023-05366-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Accepted: 08/28/2023] [Indexed: 09/13/2023]
Abstract
BACKGROUND AND PURPOSE The Naples Score (NPS) is a novel prognostic indicator that has been used in various cancers, but its potential in breast malignant tumor patients receiving neoadjuvant chemotherapy (NAC) has not been discovered. This study aimed to investigate the relationship between NPS and overall survival (OS) and disease-free survival (DFS) in breast cancer patients. METHODS A total of 217 breast cancer patients undergoing NAC were incorporated into this retrospectively research. K-M survival curves and log-rank tests are used to determine OS and DFS. Cox regression model was used to evaluate the relationship between NPS and OS and DFS. Nomogram was developed based on the results of multivariate Cox regression analysis. Prognostic models were internally validated using bootstrapping and the consistency index (C-index). RESULTS Age group was correlated with NPS (p < 0.05). Low and moderate Naples risk patients had higher 5-year OS and DFS rates than high risk Naples patients (93.8% vs. 75.4% vs. 60.0%; X2 = 9.2, P = 0.01; 82.4% vs 64.5% vs 43.7%; X2 = 7.4, P = 0.024; respectively). The nomogram based on demonstrated good performance in predicting OS and DFS (AUC = 0.728, 0.630; respectively). CONCLUSIONS In breast cancer patients who have undergone NAC, NPS is a novel prognostic indicator. NPS combined with clinicopathological features showed good predictive ability, and its performance was better than that of traditional pathological TNM staging.
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Affiliation(s)
- Yuting Xiu
- Department of Breast Surgery, Harbin Medical University Cancer Hospital, Harbin, 150086, China
| | - Cong Jiang
- Department of Breast Surgery, Harbin Medical University Cancer Hospital, Harbin, 150086, China
| | - Qinghua Huang
- Department of Breast Surgery, Wuzhou Red Cross Hospital, Wuzhou, 543000, China
| | - Xiao Yu
- Department of Breast Surgery, Harbin Medical University Cancer Hospital, Harbin, 150086, China
| | - Kun Qiao
- Department of Breast Surgery, Harbin Medical University Cancer Hospital, Harbin, 150086, China
| | - Danping Wu
- Department of Breast Surgery, Harbin Medical University Cancer Hospital, Harbin, 150086, China
| | - Xiaotian Yang
- Department of Breast Surgery, Harbin Medical University Cancer Hospital, Harbin, 150086, China
| | - Shiyuan Zhang
- Department of Breast Surgery, Harbin Medical University Cancer Hospital, Harbin, 150086, China
| | - Xiangshi Lu
- Department of Breast Surgery, Harbin Medical University Cancer Hospital, Harbin, 150086, China.
| | - Yuanxi Huang
- Department of Breast Surgery, Harbin Medical University Cancer Hospital, Harbin, 150086, China.
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6
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Makhlouf S, Althobiti M, Toss M, Muftah AA, Mongan NP, Lee AHS, Green AR, Rakha EA. The Clinical and Biological Significance of Estrogen Receptor-Low Positive Breast Cancer. Mod Pathol 2023; 36:100284. [PMID: 37474005 DOI: 10.1016/j.modpat.2023.100284] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2023] [Revised: 06/05/2023] [Accepted: 07/13/2023] [Indexed: 07/22/2023]
Abstract
Estrogen receptor (ER) status in breast cancer (BC) is determined using immunohistochemistry (IHC) with nuclear expression in ≥1% of cells defined as ER-positive. BC with 1%-9% expression (ER-low-positive), is a clinically and biologically unique subgroup. In this study, we hypothesized that ER-low-positive BC represents a heterogeneous group with a mixture of ER-positive and ER-negative tumor, which may explain their divergent clinical behavior. A large BC cohort (n = 8171) was investigated and categorized into 3 groups: ER-low-positive (1%-9%), ER-positive (≥10%), and ER-negative (<1%) where clinicopathological and outcome characteristics were compared. A subset of ER-low-positive cases was further evaluated using IHC, RNAscope, and RT-qPCR. PAM50 subtyping and ESR1 mRNA expression levels were assessed in ER-low-positive cases within The Cancer Genome Atlas data set. The reliability of image analysis software in assessment of ER expression in the ER-low-positive category was also assessed. ER-low-positive tumors constituted <2% of BC cases examined and showed significant clinicopathological similarity to ER-negative tumors. Most of these tumors were nonluminal types showing low ESR1 mRNA expression. Further validation of ER status revealed that 45% of these tumors were ER-negative with repeated IHC staining and confirmed by RNAscope and RT-qPCR. ER-low-positive tumors diagnosed on needle core biopsy were enriched with false-positive ER staining. BCs with 10% ER behaved similar to ER-positive, rather than ER-negative or low-positive BCs. Moderate concordance was found in assessment of ER-low-positive tumors, and this was not improved by image analysis. Routinely diagnosed ER-low-positive BC includes a proportion of ER-negative cases. We recommend repeat testing of BC showing 1%-9% ER expression and using a cutoff ≥10% expression to define ER positivity to help better inform treatment decisions.
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Affiliation(s)
- Shorouk Makhlouf
- Nottingham Breast Cancer Research Centre, Academic Unit for Translational Medical Sciences, School of Medicine, University of Nottingham, Nottingham, United Kingdom; Department of Pathology, Faculty of Medicine, Assiut University, Assiut, Egypt
| | - Maryam Althobiti
- Department of Clinical Laboratory Sciences, College of Applied Medical Sciences, Shaqra University, Shaqra, Saudi Arabia
| | - Michael Toss
- Nottingham Breast Cancer Research Centre, Academic Unit for Translational Medical Sciences, School of Medicine, University of Nottingham, Nottingham, United Kingdom; Department of Histopathology, Sheffield Teaching Hospitals NHS Trust, Sheffield, United Kingdom
| | - Abir A Muftah
- Department of Pathology, Faculty of Medicine, University of Benghazi, Benghazi, Libya
| | - Nigel P Mongan
- Biodiscovery Institute, School of Veterinary Medicine and Sciences, University of Nottingham, Nottingham, United Kingdom; Department of Pharmacology, Weill Cornell Medicine, New York, New York
| | - Andrew H S Lee
- Department of Histopathology, Nottingham University Hospitals NHS Trust, Nottingham, United Kingdom
| | - Andrew R Green
- Nottingham Breast Cancer Research Centre, Academic Unit for Translational Medical Sciences, School of Medicine, University of Nottingham, Nottingham, United Kingdom
| | - Emad A Rakha
- Nottingham Breast Cancer Research Centre, Academic Unit for Translational Medical Sciences, School of Medicine, University of Nottingham, Nottingham, United Kingdom; Department of Histopathology, Nottingham University Hospitals NHS Trust, Nottingham, United Kingdom; Department of Pathology, Hamad Medical Corporation, Doha, Qatar.
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7
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Chen HL, Huang FB, Chen Q, Deng YC. Impact of estrogen receptor expression level on response to neoadjuvant chemotherapy and prognosis in HER2-negative breast cancers. BMC Cancer 2023; 23:841. [PMID: 37684569 PMCID: PMC10485958 DOI: 10.1186/s12885-023-11368-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Accepted: 09/04/2023] [Indexed: 09/10/2023] Open
Abstract
BACKGROUND Breast cancers with 1-10% cell staining for estrogen receptor (ER) present particular clinical features. The clinical data of estrogen receptor expression level and treatment effect are limited, particularly regarding chemotherapy benefit. We evaluated the pathologic response to neoadjuvant chemotherapy (NAC) in ER low positive tumors (ER staining 1-10%) and compared it with ER > 10% positive tumors (ER staining > 10%) and ER-negative tumors. We further explored the differences in recurrence and survival with respect to the ER expression level. METHOD Patients with stages II and III HER2-negative primary breast cancer who received neoadjuvant chemotherapy followed by definitive surgery were categorized according to their ER percentages into three groups: ER-negative, ER low positive, and ER > 10% positive. Logistic regression models were used to assess the association between each variable and pathologic complete response (pCR). Kaplan‒Meier analysis was used to estimate survival outcomes. Cox models were used to adjust for patient and tumor characteristics. RESULTS A total of 241 patients were analyzed. Of all patients included, 22 (9.1%) had ER low positive tumors, 159 (66.0%) had ER > 10% positive tumors, and 60 (24.9%) were ER-negative. Low ER positivity was significantly associated with a higher pCR rate than ER > 10% positivity (OR, 0.249; 95% CI, 0.067-0.923; P = 0.038). After a median follow-up time of 32 months, the disease-free survival (DFS) and overall survival (OS) of the patients with ER low positive tumors were significantly worse than those of the patients with ER > 10% positive tumors but similar to those with ER-negative tumors. After adjustment for covariates, ER low positive tumors were significantly associated with worse DFS than ER > 10% positive tumors. CONCLUSION Our results indicated that ER low positive breast cancer presents a better response to neoadjuvant chemotherapy and significantly worse prognosis for patients than those with ER > 10% positive tumors, but similar to the ER-negative group. These data support that this category of patients behaves clinically like patients with ER-negative breast cancer and should be treated differently from patients with ER > 10% positive tumors. Further prospective study is needed.
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Affiliation(s)
- Hai-Long Chen
- Department of Breast Surgery, the Second Affiliated Hospital of Zhejiang, University School of Medicine, Hangzhou, Zhejiang Province, China
| | - Feng-Bo Huang
- Department of Pathology, the Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, China
| | - Qiang Chen
- Department of Breast Surgery, the Second Affiliated Hospital of Zhejiang, University School of Medicine, Hangzhou, Zhejiang Province, China
| | - Yong-Chuan Deng
- Department of Breast Surgery, the Second Affiliated Hospital of Zhejiang, University School of Medicine, Hangzhou, Zhejiang Province, China.
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8
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Xiu Y, Jiang C, Zhang S, Yu X, Qiao K, Huang Y. Prediction of nonsentinel lymph node metastasis in breast cancer patients based on machine learning. World J Surg Oncol 2023; 21:244. [PMID: 37563717 PMCID: PMC10416453 DOI: 10.1186/s12957-023-03109-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2023] [Accepted: 07/12/2023] [Indexed: 08/12/2023] Open
Abstract
BACKGROUND Develop the best machine learning (ML) model to predict nonsentinel lymph node metastases (NSLNM) in breast cancer patients. METHODS From June 2016 to August 2022, 1005 breast cancer patients were included in this retrospective study. Univariate and multivariate analyses were performed using logistic regression. Six ML models were introduced, and their performance was compared. RESULTS NSLNM occurred in 338 (33.6%) of 1005 patients. The best ML model was XGBoost, whose average area under the curve (AUC) based on 10-fold cross-verification was 0.722. It performed better than the nomogram, which was based on logistic regression (AUC: 0.764 vs. 0.706). CONCLUSIONS The ML model XGBoost can well predict NSLNM in breast cancer patients.
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Affiliation(s)
- Yuting Xiu
- Department of Breast Surgery, Harbin Medical University Cancer Hospital, Harbin, 150086, China
| | - Cong Jiang
- Department of Breast Surgery, Harbin Medical University Cancer Hospital, Harbin, 150086, China
| | - Shiyuan Zhang
- Department of Breast Surgery, Harbin Medical University Cancer Hospital, Harbin, 150086, China
| | - Xiao Yu
- Department of Breast Surgery, Harbin Medical University Cancer Hospital, Harbin, 150086, China
| | - Kun Qiao
- Department of Breast Surgery, Harbin Medical University Cancer Hospital, Harbin, 150086, China.
| | - Yuanxi Huang
- Department of Breast Surgery, Harbin Medical University Cancer Hospital, Harbin, 150086, China.
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9
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Voorwerk L, Sanders J, Keusters MS, Balduzzi S, Cornelissen S, Duijst M, Lips EH, Sonke GS, Linn SC, Horlings HM, Kok M. Immune landscape of breast tumors with low and intermediate estrogen receptor expression. NPJ Breast Cancer 2023; 9:39. [PMID: 37179445 PMCID: PMC10182974 DOI: 10.1038/s41523-023-00543-0] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Accepted: 04/28/2023] [Indexed: 05/15/2023] Open
Abstract
Immune checkpoint blockade (ICB) is currently approved for patients with triple-negative breast cancer (TNBC), whereas responses to ICB are also observed in a small subgroup of Estrogen Receptor (ER)-positive breast cancer. The cut-off for ER-positivity (≥1%) is based on likelihood of endocrine treatment response, but ER-positive breast cancer represents a very heterogeneous group. This raises the question whether selection based on ER-negativity should be revisited to select patients for ICB treatment in the context of clinical trials. Stromal tumor-infiltrating lymphocytes (sTILs) and other immune parameters are higher in TNBC compared to ER-positive breast cancer, but it is unknown whether lower ER levels are associated with more inflamed tumor microenvironments (TME). We collected a consecutive series of primary tumors from 173 HER2-negative breast cancer patients, enriched for tumors with ER expression between 1 and 99% and found levels of stromal TILs, CD8 + T cells, and PD-L1 positivity in breast tumors with ER 1-9% and ER 10-50% to be comparable to tumors with ER 0%. Expression of immune-related gene signatures in tumors with ER 1-9% and ER 10-50% was comparable to ER 0%, and higher than in tumors with ER 51-99% and ER 100%. Our results suggest that the immune landscape of ER low tumors (1-9%) and ER intermediate tumors (10-50%) mimic that of primary TNBC.
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Affiliation(s)
- Leonie Voorwerk
- Division of Tumor Biology & Immunology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Joyce Sanders
- Department of Pathology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Milou S Keusters
- Division of Tumor Biology & Immunology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Sara Balduzzi
- Department of Biometrics, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Sten Cornelissen
- Core Facility Molecular Pathology & Biobanking, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Maxime Duijst
- Division of Tumor Biology & Immunology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Esther H Lips
- Division of Molecular Pathology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Gabe S Sonke
- Department of Medical Oncology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Sabine C Linn
- Division of Molecular Pathology, Netherlands Cancer Institute, Amsterdam, the Netherlands
- Department of Medical Oncology, Netherlands Cancer Institute, Amsterdam, the Netherlands
- Department of Pathology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Hugo M Horlings
- Division of Molecular Pathology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Marleen Kok
- Division of Tumor Biology & Immunology, Netherlands Cancer Institute, Amsterdam, the Netherlands.
- Department of Medical Oncology, Netherlands Cancer Institute, Amsterdam, the Netherlands.
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Yoder R, Kimler BF, Staley JM, Schwensen K, Wang YY, Finke K, O'Dea A, Nye L, Elia M, Crane G, McKittrick R, Pluenneke R, Madhusudhana S, Beck L, Shrestha A, Corum L, Marsico M, Stecklein SR, Godwin AK, Khan QJ, Sharma P. Impact of low versus negative estrogen/progesterone receptor status on clinico-pathologic characteristics and survival outcomes in HER2-negative breast cancer. NPJ Breast Cancer 2022; 8:80. [PMID: 35817765 PMCID: PMC9273627 DOI: 10.1038/s41523-022-00448-4] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Accepted: 06/10/2022] [Indexed: 12/21/2022] Open
Abstract
Triple-negative breast cancer (TNBC) is classically defined by estrogen receptor (ER) and progesterone receptor (PR) immunohistochemistry expression <1% and absence of HER2 amplification/overexpression. HER2-negative breast cancer with low ER/PR expression (1–10%) has a gene expression profile similar to TNBC; however, real-world treatment patterns, chemotherapy response, endocrine therapy benefit, and survival outcomes for the Low-ER group are not well known. 516 patients with stage I-III HER2-negative breast cancer and ER/PR expression ≤10% who were enrolled in a multisite prospective registry between 2011 and 2019 were categorized on the basis of ER/PR expression. TNBC (ER and PR < 1%) and Low-ER (ER and/or PR 1–10%) groups comprised 87.4% (n = 451) and 12.6% (n = 65) of patients, respectively. Demographic, clinical, and treatment characteristics, including prevalence of germline BRCA1/2 mutation, racial and ethnic distribution, and chemotherapy use were not different between TNBC and Low-ER groups. No difference was observed in recurrence-free survival (RFS) and overall survival (OS) between TNBC and Low-ER groups (3-year RFS 82.5% versus 82.4%, respectively, p = 0.728; 3-year OS 88.0% versus 83.4%, respectively, p = 0.632). Among 358 patients receiving neoadjuvant chemotherapy, rates of pathologic complete response were similar for TNBC and Low-ER groups (49.2% vs 51.3%, respectively, p = 0.808). The HER2-negative Low-ER group is often excluded from TNBC clinical trials assessing novel treatments (immunotherapy and antibody-drug conjugates), thus limiting efficacy data for newer effective therapies in this group. Given that HER2-negative Low-ER disease displays clinical characteristics and outcomes similar to TNBC, inclusion of this group in TNBC clinical trials is encouraged.
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Affiliation(s)
- Rachel Yoder
- University of Kansas Cancer Center, Kansas City, KS, USA
| | - Bruce F Kimler
- Department of Radiation Oncology, University of Kansas Medical Center, Kansas City, KS, USA
| | | | - Kelsey Schwensen
- Department of Internal Medicine, University of Kansas Medical Center, Westwood, KS, USA
| | - Yen Y Wang
- University of Kansas Cancer Center, Kansas City, KS, USA
| | - Karissa Finke
- Clinical Trials Shared Resource, University of Kansas Medical Center, Westwood, KS, USA
| | - Anne O'Dea
- Department of Internal Medicine, University of Kansas Medical Center, Westwood, KS, USA
| | - Lauren Nye
- Department of Internal Medicine, University of Kansas Medical Center, Westwood, KS, USA
| | - Manana Elia
- Department of Internal Medicine, University of Kansas Medical Center, Lee's Summit, MO, USA
| | - Gregory Crane
- Department of Internal Medicine, University of Kansas Medical Center, Overland Park, KS, USA
| | - Richard McKittrick
- Department of Internal Medicine, University of Kansas Medical Center, Overland Park, KS, USA
| | - Robert Pluenneke
- Department of Internal Medicine, University of Kansas Medical Center, Kansas City, MO, USA
| | - Sheshadri Madhusudhana
- Department of Internal Medicine, University of Missouri-Kansas City, Kansas City, MO, USA
| | - Larry Beck
- Tammy Walker Cancer Center, Salina Regional Health Center, Salina, KS, USA
| | - Anuj Shrestha
- Richard & Annette Bloch Cancer Center, Truman Medical Center, Kansas City, MO, USA
| | - Larry Corum
- Olathe Cancer Care, Olathe Medical Center, Olathe, KS, USA
| | - Mark Marsico
- Department of Pharmacoepidemiology/Oncology, Merck & Co., Inc, Kenilworth, NJ, USA
| | - Shane R Stecklein
- Department of Radiation Oncology, University of Kansas Medical Center, Kansas City, KS, USA
| | - Andrew K Godwin
- University of Kansas Cancer Center, Kansas City, KS, USA.,Department of Pathology & Laboratory Medicine, University of Kansas Medical Center, Kansas City, KS, USA
| | - Qamar J Khan
- Department of Internal Medicine, University of Kansas Medical Center, Westwood, KS, USA
| | - Priyanka Sharma
- Department of Internal Medicine, University of Kansas Medical Center, Westwood, KS, USA.
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Characteristics, clinical differences and outcomes of breast cancer patients with negative or low HER2 expression. Clin Breast Cancer 2022; 22:391-397. [DOI: 10.1016/j.clbc.2022.02.008] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Revised: 02/02/2022] [Accepted: 02/10/2022] [Indexed: 12/20/2022]
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