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Slostad JA, Yun NK, Schad AE, Warrior S, Fogg LF, Rao R. Concordance of breast cancer biomarker testing in core needle biopsy and surgical specimens: A single institution experience. Cancer Med 2022; 11:4954-4965. [PMID: 35733293 PMCID: PMC9761085 DOI: 10.1002/cam4.4843] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Revised: 04/24/2022] [Accepted: 05/05/2022] [Indexed: 02/03/2023] Open
Abstract
BACKGROUND Accurate diagnostic biomarker testing is crucial to treatment decisions in breast cancer. Biomarker testing is performed on core needle biopsies (CNB) and is often repeated in the surgical specimen (SS) after resection. As differences between CNB and SS testing may alter treatment decisions, we evaluated concordance between CNB and SS as well as associated changes in treatment and clinical outcomes. METHODS We performed a retrospective analysis of breast cancer patients at our institution between January 2010 and May 2020. Concordance between CNB and SS was assessed for estrogen receptor (ER), progesterone receptor (PR), and human epidermal growth factor receptor 2 (HER2) by immunohistochemistry (IHC) and fluorescence in situ hybridization (FISH). Survival in patients, including recurrence, metastatic recurrence, and death, were assessed using chi-squared likelihood ratio. RESULTS In total, 961 patients met eligibility criteria. Concordance, minor discordance, total concordance (concordance plus minor discordance), and major discordance between CNB and SS were reported for ER (87.7%, 9.2%, 90.8%, and 2.9%), PR (58.1%, 29.1%, 87.2%, and 12.8%), and HER2 IHC (52.5%, 20.9%, 73.4%, 26.6%), respectively. HER2 FISH concordance and major discordance were 58.5% and 1.2%, respectively. Of major discordance, ER (48.2%, p < 0.001) and HER2 FISH (50.0%) led to more management changes than HER2 IHC (2.4%, p = 0.04) and PR (1.6%, p = 0.10). Patients with ER major discordance had increased risk of death (6.7% concordance vs. 22.2% major discordance, p = 0.004). CONCLUSION Overall, retesting ER and HER2 was more clinically beneficial than retesting PR. To aid decision-making and minimize healthcare costs, we propose patient-centered guidelines on retesting biomarker profiles.
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Affiliation(s)
- Jessica A. Slostad
- Division of Hematology‐OncologyRush University Medical CenterChicagoIllinoisUSA
| | - Nicole K. Yun
- Department of Internal MedicineRush University Medical CenterChicagoIllinoisUSA
| | - Aimee E. Schad
- Division of Hematology and Medical OncologySt. Louis UniversitySt. LouisMissouriUSA
| | - Surbhi Warrior
- Department of Internal MedicineRush University Medical CenterChicagoIllinoisUSA
| | - Louis F. Fogg
- Department of Community, Systems, and Mental Health Nursing; College of NursingRush University Medical CenterChicagoIllinoisUSA
| | - Ruta Rao
- Division of Hematology‐OncologyRush University Medical CenterChicagoIllinoisUSA
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Thompson KJ, Leon-Ferre RA, Sinnwell JP, Zahrieh D, Suman V, Metzger F, Asad S, Stover D, Carey L, Sikov W, Ingle J, Liu M, Carter J, Klee E, Weinshilboum R, Boughey J, Wang L, Couch F, Goetz M, Kalari K. Luminal androgen receptor breast cancer subtype and investigation of the microenvironment and neoadjuvant chemotherapy response. NAR Cancer 2022; 4:zcac018. [PMID: 35734391 PMCID: PMC9204893 DOI: 10.1093/narcan/zcac018] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Revised: 04/28/2022] [Accepted: 06/13/2022] [Indexed: 12/31/2022] Open
Abstract
Triple-negative breast cancer (TNBC) is the most aggressive breast cancer subtype with low overall survival rates and high molecular heterogeneity; therefore, few targeted therapies are available. The luminal androgen receptor (LAR) is the most consistently identified TNBC subtype, but the clinical utility has yet to be established. Here, we constructed a novel genomic classifier, LAR-Sig, that distinguishes the LAR subtype from other TNBC subtypes and provide evidence that it is a clinically distinct disease. A meta-analysis of seven TNBC datasets (n = 1086 samples) from neoadjuvant clinical trials demonstrated that LAR patients have significantly reduced response (pCR) rates than non-LAR TNBC patients (odds ratio = 2.11, 95% CI: 1.33, 2.89). Moreover, deconvolution of the tumor microenvironment confirmed an enrichment of luminal epithelium corresponding with a decrease in basal and myoepithelium in LAR TNBC tumors. Increased immunosuppression in LAR patients may lead to a decreased presence of cycling T-cells and plasma cells. While, an increased presence of myofibroblast-like cancer-associated cells may impede drug delivery and treatment. In summary, the lower levels of tumor infiltrating lymphocytes (TILs), reduced immune activity in the micro-environment, and lower pCR rates after NAC, suggest that new therapeutic strategies for the LAR TNBC subtype need to be developed.
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Affiliation(s)
- Kevin J Thompson
- Mayo Clinic, Department of Quantitative Health Sciences, Rochester, MN, USA
| | | | - Jason P Sinnwell
- Mayo Clinic, Department of Quantitative Health Sciences, Rochester, MN, USA
| | - David M Zahrieh
- Mayo Clinic, Department of Quantitative Health Sciences, Rochester, MN, USA
| | - Vera J Suman
- Mayo Clinic, Department of Quantitative Health Sciences, Rochester, MN, USA
| | | | - Sarah Asad
- The Ohio State University Wexner Medical Center, Molecular, Cellular, and Developmental Biology, Columbus, OH, USA
| | - Daniel G Stover
- The Ohio State University Wexner Medical Center, Molecular, Cellular, and Developmental Biology, Columbus, OH, USA
| | - Lisa Carey
- University of North Carolina at Chapel Hill School of Medicine, Medical Science, Chapel Hill, NC, USA
| | - William M Sikov
- Warren Alpert Medical School of Brown University, Department of Medicine Women, Providence, RI, USA
- Infants Hospital of Rhode Island, Department of Obstetrics & Gynecology, Providence, RI, USA
| | - James N Ingle
- Mayo Clinic, Department of Oncology, Rochester, MN, USA
| | - Minetta C Liu
- Mayo Clinic, Department of Oncology, Rochester, MN, USA
- Mayo Clinic, Department of Laboratory Medicine and Pathology, Rochester, MN, USA
| | - Jodi M Carter
- Mayo Clinic, Department of Laboratory Medicine and Pathology, Rochester, MN, USA
| | - Eric W Klee
- Mayo Clinic, Department of Quantitative Health Sciences, Rochester, MN, USA
- Mayo Clinic, Department of Laboratory Medicine and Pathology, Rochester, MN, USA
| | - Richard M Weinshilboum
- Mayo Clinic, Department of Molecular Pharmacology and Experimental Therapeutics, Rochester, MN, USA
| | | | - Liewei Wang
- Mayo Clinic, Department of Molecular Pharmacology and Experimental Therapeutics, Rochester, MN, USA
| | - Fergus J Couch
- Mayo Clinic, Department of Laboratory Medicine and Pathology, Rochester, MN, USA
| | - Matthew P Goetz
- Mayo Clinic, Department of Oncology, Rochester, MN, USA
- Mayo Clinic, Department of Molecular Pharmacology and Experimental Therapeutics, Rochester, MN, USA
| | - Krishna R Kalari
- Mayo Clinic, Department of Quantitative Health Sciences, Rochester, MN, USA
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Mendaza S, Guerrero-Setas D, Monreal-Santesteban I, Ulazia-Garmendia A, Cordoba Iturriagagoitia A, De la Cruz S, Martín-Sánchez E. A DNA Methylation-Based Gene Signature Can Predict Triple-Negative Breast Cancer Diagnosis. Biomedicines 2021; 9:1394. [PMID: 34680511 PMCID: PMC8533184 DOI: 10.3390/biomedicines9101394] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Revised: 09/27/2021] [Accepted: 09/29/2021] [Indexed: 11/17/2022] Open
Abstract
Triple-negative breast cancer (TNBC) is the most aggressive breast cancer (BC) subtype and lacks targeted treatment. It is diagnosed by the absence of immunohistochemical expression of several biomarkers, but this method still displays some interlaboratory variability. DNA methylome aberrations are common in BC, thereby methylation profiling could provide the identification of accurate TNBC diagnosis biomarkers. Here, we generated a signature of differentially methylated probes with class prediction ability between 5 non-neoplastic breast and 7 TNBC tissues (error rate = 0.083). The robustness of this signature was corroborated in larger cohorts of additional 58 non-neoplastic breast, 93 TNBC, and 150 BC samples from the Gene Expression Omnibus repository, where it yielded an error rate of 0.006. Furthermore, we validated by pyrosequencing the hypomethylation of three out of 34 selected probes (FLJ43663, PBX Homeobox 1 (PBX1), and RAS P21 protein activator 3 (RASA3) in 51 TNBC, even at early stages of the disease. Finally, we found significantly lower methylation levels of FLJ43663 in cell free-DNA from the plasma of six TNBC patients than in 15 healthy donors. In conclusion, we report a novel DNA methylation signature with potential predictive value for TNBC diagnosis.
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Affiliation(s)
- Saioa Mendaza
- Molecular Pathology of Cancer Group, Navarrabiomed, Complejo Hospitalario de Navarra (CHN), Universidad Pública de Navarra (UPNA), Instituto de Investigación Sanitaria de Navarra (IdiSNA), Irunlarrea 3, 31008 Pamplona, Spain; (D.G.-S.); (I.M.-S.); (A.U.-G.)
| | - David Guerrero-Setas
- Molecular Pathology of Cancer Group, Navarrabiomed, Complejo Hospitalario de Navarra (CHN), Universidad Pública de Navarra (UPNA), Instituto de Investigación Sanitaria de Navarra (IdiSNA), Irunlarrea 3, 31008 Pamplona, Spain; (D.G.-S.); (I.M.-S.); (A.U.-G.)
- Department of Pathology, Complejo Hospitalario de Navarra (CHN), Irunlarrea 3, 31008 Pamplona, Spain;
| | - Iñaki Monreal-Santesteban
- Molecular Pathology of Cancer Group, Navarrabiomed, Complejo Hospitalario de Navarra (CHN), Universidad Pública de Navarra (UPNA), Instituto de Investigación Sanitaria de Navarra (IdiSNA), Irunlarrea 3, 31008 Pamplona, Spain; (D.G.-S.); (I.M.-S.); (A.U.-G.)
| | - Ane Ulazia-Garmendia
- Molecular Pathology of Cancer Group, Navarrabiomed, Complejo Hospitalario de Navarra (CHN), Universidad Pública de Navarra (UPNA), Instituto de Investigación Sanitaria de Navarra (IdiSNA), Irunlarrea 3, 31008 Pamplona, Spain; (D.G.-S.); (I.M.-S.); (A.U.-G.)
| | | | - Susana De la Cruz
- Department of Medical Oncology, Complejo Hospitalario de Navarra (CHN), Irunlarrea 3, 31008 Pamplona, Spain;
| | - Esperanza Martín-Sánchez
- Molecular Pathology of Cancer Group, Navarrabiomed, Complejo Hospitalario de Navarra (CHN), Universidad Pública de Navarra (UPNA), Instituto de Investigación Sanitaria de Navarra (IdiSNA), Irunlarrea 3, 31008 Pamplona, Spain; (D.G.-S.); (I.M.-S.); (A.U.-G.)
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