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Geurts VCM, Balduzzi S, Steenbruggen TG, Linn SC, Siesling S, Badve SS, DeMichele A, Ignatiadis M, Leon-Ferre RA, Goetz MP, Wolff AC, Klar N, Michiels S, Loi S, Adams S, Horlings HM, Sonke GS, Salgado R, Kok M. Tumor-Infiltrating Lymphocytes in Patients With Stage I Triple-Negative Breast Cancer Untreated With Chemotherapy. JAMA Oncol 2024; 10:1077-1086. [PMID: 38935352 PMCID: PMC11211993 DOI: 10.1001/jamaoncol.2024.1917] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Accepted: 01/26/2024] [Indexed: 06/28/2024]
Abstract
Importance The absolute benefit of chemotherapy for all patients with stage I triple-negative breast cancer (TNBC) is unclear, and biomarkers are not currently available for selecting patients with an excellent outcome for whom neoadjuvant or adjuvant chemotherapy may have negligible benefit. High levels of stromal tumor-infiltrating lymphocytes (sTILs) are associated with favorable survival in TNBC, but data solely in stage I TNBC are lacking. Objective To examine the outcomes of patients of all ages with stage I TNBC solely and who received neither neoadjuvant nor adjuvant chemotherapy, according to centrally reviewed sTIL levels at prespecified cutoffs. Design, Setting, and Participants This cohort study used the Netherlands Cancer Registry to identify patients diagnosed with stage I TNBC between January 1, 2005, and December 31, 2015, who were not treated with chemotherapy. Only patients who did not receive neoadjuvant and/or adjuvant chemotherapy were selected. The clinical data were matched with their corresponding pathology data provided by the Dutch Pathology Registry. Data analysis was performed between February and October 2023. Main Outcomes and Measures The primary end point was breast cancer-specific survival (BCSS) at 5, 10, and 15 years for the prespecified sTIL level cutoffs of 30%, 50%, and 75%. Hematoxylin and eosin-stained slides were used for central review of histologic subtype, grade, and lymphovascular invasion. The International Immuno-Oncology Biomarker Working Group guidelines were used to score the sTIL levels; these levels were determined for 1041 patients. Results Of a total of 4511 females with stage I TNBC, patients who were not treated with chemotherapy were selected and tissue blocks requested; sTILs were scored in 1041 patients (mean [SD] age at diagnosis, 64.4 [11.1] years, median follow-up 11.4 [95% CI, 10.9-11.9] years) who were included in the analyses.. Most tumors (952 [91.5%]) were invasive carcinomas of nonspecial histologic subtype. Most patients (548 [52.6%]) had pT1cN0 tumors. Median (range) sTIL level was 5% (1%-99%). A total of 775 patients (74.4%) had sTIL levels below 30%, 266 (25.6%) had 30% or greater, 203 (19.5%) had 50% or greater, and 141 (13.5%) had 75% or greater. Patients with pT1abN0 tumors had a more favorable outcome vs patients with pT1cN0 tumors, with a 10-year BCSS of 92% (95% CI, 89%-94%) vs 86% (95% CI, 82%-89%). In the overall cohort, sTIL levels of at least 30% were associated with better BCSS compared with sTIL levels less than 30% (96% and 87%, respectively; hazard ratio [HR], 0.45; 95% CI, 0.26-0.77). High sTIL levels of 50% or greater were associated with a better outcome than low sTIL levels of less than 50% (HR, 0.27; 95% CI, 0.10-0.74) in patients with pT1C tumors, with a 10-year BCSS of 95% increasing to 98% with sTIL levels of 75% or greater. Conclusions and Relevance Results of this study showed that patients with stage I TNBC and high level of sTILs who did not receive neoadjuvant or adjuvant chemotherapy had excellent 10-year BCSS. The findings further support the role of sTILs as integral biomarkers in prospective clinical trials of therapy optimization for this patient population.
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Affiliation(s)
- Veerle C. M. Geurts
- Division of Tumor Biology and Immunology, the Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Sara Balduzzi
- Department of Biometrics, the Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Tessa G. Steenbruggen
- Department of Medical Oncology, the Netherlands Cancer Institute, Amsterdam, the Netherlands
- Department of Internal Medicine, St Antonius Hospital, Nieuwegein, the Netherlands
| | - Sabine C. Linn
- Department of Medical Oncology, the Netherlands Cancer Institute, Amsterdam, the Netherlands
- Department of Pathology, the Netherlands Cancer Institute, Amsterdam, the Netherlands
- Division of Pathology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Sabine Siesling
- Department of Research and Development, the Netherlands Comprehensive Cancer Organization (IKNL), Utrecht, the Netherlands
- Department of Health, Technology and Services Research, Technical Medical Centre, University of Twente, Enschede, the Netherlands
| | - Sunil S. Badve
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, Georgia
- Winship Cancer Institute, Emory University, Atlanta, Georgia
| | - Angela DeMichele
- Department of Medicine, University of Pennsylvania, Philadelphia
| | - Michail Ignatiadis
- Department of Medical Oncology, Université Libre de Bruxelles, Institut Jules Bordet, Brussels, Belgium
| | | | | | - Antonio C. Wolff
- Department of Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Natalie Klar
- Perlmutter Cancer Center, New York University, New York
- Grossman School of Medicine, New York University, New York
| | - Stefan Michiels
- Service de Biostatistique et d’Epidémiologie, Gustave Roussy, Oncostat U1018, Inserm, Paris-Saclay University, labeled Ligue Contre le Cancer, Villejuif, France
| | - Sherene Loi
- Division of Cancer Research, Peter Mac Callum Cancer Center, Melbourne, Victoria, Australia
- The Sir Peter MacCallum Department of Medical Oncology, University of Melbourne, Parkville, Australia
| | - Sylvia Adams
- Perlmutter Cancer Center, New York University, New York
- Grossman School of Medicine, New York University, New York
| | - Hugo M. Horlings
- Department of Pathology, the Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Gabe S. Sonke
- Department of Medical Oncology, the Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Roberto Salgado
- Department of Pathology, Ziekenhuis aan de Stroom (ZAS), Antwerp, Belgium
- Division of Research, Peter Mac Callum Cancer Center, Melbourne, Victoria, Australia
| | - Marleen Kok
- Division of Tumor Biology and Immunology, the Netherlands Cancer Institute, Amsterdam, the Netherlands
- Department of Medical Oncology, the Netherlands Cancer Institute, Amsterdam, the Netherlands
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2
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Leon-Ferre RA, Whitaker KR, Suman VJ, Hoskin T, Giridhar KV, Moore RM, Al-Jarrad A, McLaughlin SA, Northfelt DW, Hunt KN, Conners AL, Moyer A, Carter JM, Kalari K, Weinshilboum R, Wang L, Ingle JN, Knutson KL, Ansell SM, Boughey JC, Goetz MP, Villasboas JC. Pre-treatment peripheral blood immunophenotyping and response to neoadjuvant chemotherapy in operable breast cancer. Breast Cancer Res 2024; 26:97. [PMID: 38858721 PMCID: PMC11165781 DOI: 10.1186/s13058-024-01848-z] [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: 02/22/2024] [Accepted: 05/22/2024] [Indexed: 06/12/2024] Open
Abstract
BACKGROUND Tumor immune infiltration and peripheral blood immune signatures have prognostic and predictive value in breast cancer. Whether distinct peripheral blood immune phenotypes are associated with response to neoadjuvant chemotherapy (NAC) remains understudied. METHODS Peripheral blood mononuclear cells from 126 breast cancer patients enrolled in a prospective clinical trial (NCT02022202) were analyzed using Cytometry by time-of-flight with a panel of 29 immune cell surface protein markers. Kruskal-Wallis tests or Wilcoxon rank-sum tests were used to evaluate differences in immune cell subpopulations according to breast cancer subtype and response to NAC. RESULTS There were 122 evaluable samples: 47 (38.5%) from patients with hormone receptor-positive, 39 (32%) triple-negative (TNBC), and 36 (29.5%) HER2-positive breast cancer. The relative abundances of pre-treatment peripheral blood T, B, myeloid, NK, and unclassified cells did not differ according to breast cancer subtype. In TNBC, higher pre-treatment myeloid cells were associated with lower pathologic complete response (pCR) rates. In hormone receptor-positive breast cancer, lower pre-treatment CD8 + naïve and CD4 + effector memory cells re-expressing CD45RA (TEMRA) T cells were associated with more extensive residual disease after NAC. In HER2 + breast cancer, the peripheral blood immune phenotype did not differ according to NAC response. CONCLUSIONS Pre-treatment peripheral blood immune cell populations (myeloid in TNBC; CD8 + naïve T cells and CD4 + TEMRA cells in luminal breast cancer) were associated with response to NAC in early-stage TNBC and hormone receptor-positive breast cancers, but not in HER2 + breast cancer. TRIAL REGISTRATION NCT02022202 . Registered 20 December 2013.
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Affiliation(s)
| | | | - Vera J Suman
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Tanya Hoskin
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | | | - Raymond M Moore
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | | | | | | | - Katie N Hunt
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | | | - Ann Moyer
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Jodi M Carter
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Alberta, Canada
| | - Krishna Kalari
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | | | - Liewei Wang
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - James N Ingle
- Department of Oncology, Mayo Clinic, Rochester, MN, USA
| | - Keith L Knutson
- Department of Immunology, Mayo Clinic, Jacksonville, FL, USA
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3
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Takchi A, Zhang M, Jalalirad M, Ferre RL, Shrestha R, Haddad T, Sarkaria J, Tuma A, Carter J, David H, Giridhar K, Wang L, Lange C, Lendahl U, Ingle J, Goetz M, D’Assoro AB. Blockade of tumor cell-intrinsic PD-L1 signaling enhances AURKA-targeted therapy in triple negative breast cancer. Front Oncol 2024; 14:1384277. [PMID: 38873259 PMCID: PMC11169658 DOI: 10.3389/fonc.2024.1384277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Accepted: 04/29/2024] [Indexed: 06/15/2024] Open
Abstract
Triple negative breast cancer (TNBC) accounts for 15-20% of all breast cancers and mainly affects pre-menopausal and minority women. Because of the lack of ER, PR or HER2 expression in TNBC, there are limited options for tailored therapies. While TNBCs respond initially to standard of care chemotherapy, tumor recurrence commonly occurs within 1 to 3 years post-chemotherapy and is associated with early organ metastasis and a high incidence of mortality. One of the major mechanisms responsible for drug resistance and emergence of organ metastasis is activation of epithelial to mesenchymal transition (EMT) reprogramming. EMT-mediated cancer cell plasticity also promotes the enrichment of cancer cells with a CD44high/CD24low and/or ALDHhigh cancer stem-like phenotype [cancer stem cells (CSCs)], characterized by an increased capacity for tumor self-renewal, intrinsic drug resistance, immune evasion and metastasis. In this study we demonstrate for the first time a positive feedback loop between AURKA and intra-tumoral PD-L1 oncogenic pathways in TNBC. Genetic targeting of intra-tumoral PD-L1 expression impairs the enrichment of ALDHhigh CSCs and enhances the therapeutic efficacy of AURKA-targeted therapy. Moreover, dual AURKA and PD-L1 pharmacological blockade resulted in the strongest inhibition of tumor growth and organ metastatic burden. Taken together, our findings provide a compelling preclinical rationale for the development of novel combinatorial therapeutic strategies aimed to inhibit cancer cell plasticity, immune evasion capacity and organ metastasis in patients with advanced TNBC.
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Affiliation(s)
- Andrew Takchi
- Department of Oncology, Mayo Clinic College of Medicine, Rochester, MN, United States
| | - Minzhi Zhang
- Department of Oncology, Mayo Clinic College of Medicine, Rochester, MN, United States
| | - Mohammad Jalalirad
- Department of Oncology, Mayo Clinic College of Medicine, Rochester, MN, United States
| | - Roberto Leon Ferre
- Department of Oncology, Mayo Clinic College of Medicine, Rochester, MN, United States
| | - Royal Shrestha
- Department of Oncology, Mayo Clinic College of Medicine, Rochester, MN, United States
| | - Tufia Haddad
- Department of Oncology, Mayo Clinic College of Medicine, Rochester, MN, United States
| | - Jann Sarkaria
- Department of Oncology, Mayo Clinic College of Medicine, Rochester, MN, United States
| | - Ann Tuma
- Department of Oncology, Mayo Clinic College of Medicine, Rochester, MN, United States
| | - Jodi Carter
- Department of Pathology, Mayo Clinic College of Medicine, Rochester, MN, United States
| | - Hillman David
- Department of Pathology, Mayo Clinic College of Medicine, Rochester, MN, United States
| | - Karthik Giridhar
- Department of Oncology, Mayo Clinic College of Medicine, Rochester, MN, United States
| | - Liewei Wang
- Department of Oncology, Mayo Clinic College of Medicine, Rochester, MN, United States
| | - Carol Lange
- Department of Pharmacology, University of Minnesota, Minneapolis, MN, United States
| | - Urban Lendahl
- Department of Cell and Molecular Biology, Karolinska Institutet, Stockholm, Sweden
| | - James Ingle
- Department of Oncology, Mayo Clinic College of Medicine, Rochester, MN, United States
| | - Matthew Goetz
- Department of Oncology, Mayo Clinic College of Medicine, Rochester, MN, United States
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4
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Leon-Ferre RA, Jonas SF, Salgado R, Loi S, de Jong V, Carter JM, Nielsen TO, Leung S, Riaz N, Chia S, Jules-Clément G, Curigliano G, Criscitiello C, Cockenpot V, Lambertini M, Suman VJ, Linderholm B, Martens JWM, van Deurzen CHM, Timmermans AM, Shimoi T, Yazaki S, Yoshida M, Kim SB, Lee HJ, Dieci MV, Bataillon G, Vincent-Salomon A, André F, Kok M, Linn SC, Goetz MP, Michiels S. Tumor-Infiltrating Lymphocytes in Triple-Negative Breast Cancer. JAMA 2024; 331:1135-1144. [PMID: 38563834 PMCID: PMC10988354 DOI: 10.1001/jama.2024.3056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Accepted: 02/20/2024] [Indexed: 04/04/2024]
Abstract
Importance The association of tumor-infiltrating lymphocyte (TIL) abundance in breast cancer tissue with cancer recurrence and death in patients with early-stage triple-negative breast cancer (TNBC) who are not treated with adjuvant or neoadjuvant chemotherapy is unclear. Objective To study the association of TIL abundance in breast cancer tissue with survival among patients with early-stage TNBC who were treated with locoregional therapy but no chemotherapy. Design, Setting, and Participants Retrospective pooled analysis of individual patient-level data from 13 participating centers in North America (Rochester, Minnesota; Vancouver, British Columbia, Canada), Europe (Paris, Lyon, and Villejuif, France; Amsterdam and Rotterdam, the Netherlands; Milan, Padova, and Genova, Italy; Gothenburg, Sweden), and Asia (Tokyo, Japan; Seoul, Korea), including 1966 participants diagnosed with TNBC between 1979 and 2017 (with follow-up until September 27, 2021) who received treatment with surgery with or without radiotherapy but no adjuvant or neoadjuvant chemotherapy. Exposure TIL abundance in breast tissue from resected primary tumors. Main Outcomes and Measures The primary outcome was invasive disease-free survival [iDFS]. Secondary outcomes were recurrence-free survival [RFS], survival free of distant recurrence [distant RFS, DRFS], and overall survival. Associations were assessed using a multivariable Cox model stratified by participating center. Results This study included 1966 patients with TNBC (median age, 56 years [IQR, 39-71]; 55% had stage I TNBC). The median TIL level was 15% (IQR, 5%-40%). Four-hundred seventeen (21%) had a TIL level of 50% or more (median age, 41 years [IQR, 36-63]), and 1300 (66%) had a TIL level of less than 30% (median age, 59 years [IQR, 41-72]). Five-year DRFS for stage I TNBC was 94% (95% CI, 91%-96%) for patients with a TIL level of 50% or more, compared with 78% (95% CI, 75%-80%) for those with a TIL level of less than 30%; 5-year overall survival was 95% (95% CI, 92%-97%) for patients with a TIL level of 50% or more, compared with 82% (95% CI, 79%-84%) for those with a TIL level of less than 30%. At a median follow-up of 18 years, and after adjusting for age, tumor size, nodal status, histological grade, and receipt of radiotherapy, each 10% higher TIL increment was associated independently with improved iDFS (hazard ratio [HR], 0.92 [0.89-0.94]), RFS (HR, 0.90 [0.87-0.92]), DRFS (HR, 0.87 [0.84-0.90]), and overall survival (0.88 [0.85-0.91]) (likelihood ratio test, P < 10e-6). Conclusions and Relevance In patients with early-stage TNBC who did not undergo adjuvant or neoadjuvant chemotherapy, breast cancer tissue with a higher abundance of TIL levels was associated with significantly better survival. These results suggest that breast tissue TIL abundance is a prognostic factor for patients with early-stage TNBC.
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Affiliation(s)
| | - Sarah Flora Jonas
- Office of Biostatistics and Epidemiology, Gustave Roussy, Oncostat U1018, Inserm, University Paris-Saclay, labeled Ligue Contre le Cancer, Villejuif, France
| | - Roberto Salgado
- GZA-ZNA-Hospitals, Antwerp, Belgium
- Peter Mac Callum Cancer Centre, Melbourne, Victoria, Australia
| | - Sherene Loi
- Peter Mac Callum Cancer Centre, Melbourne, Victoria, Australia
| | - Vincent de Jong
- Department of Medical Oncology, the Netherlands Cancer Institute, Amsterdam, the Netherlands
- Department of Pathology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Jodi M. Carter
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Alberta, Canada
| | | | - Samuel Leung
- University of British Columbia, Vancouver, British Columbia, Canada
| | - Nazia Riaz
- University of British Columbia, Vancouver, British Columbia, Canada
| | - Stephen Chia
- University of British Columbia, Vancouver, British Columbia, Canada
| | - Gérôme Jules-Clément
- Bioinformatics Core Facility, Gustave Roussy, Université Paris-Saclay, Inserm US23, CNRS UMS 3655, Villejuif, France
| | - Giuseppe Curigliano
- Division of Early Drug Development for Innovative Therapy, IEO, European Institute of Oncology, IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Carmen Criscitiello
- Division of Early Drug Development for Innovative Therapy, IEO, European Institute of Oncology, IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | | | - Matteo Lambertini
- Department of Medical Oncology, U.O. Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genova, Italy
- Department of Internal Medicine and Medical Specialties (DiMI), School of Medicine, University of Genova, Genova, Italy
| | - Vera J. Suman
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota
| | - Barbro Linderholm
- Sahlgrenska University Hospital, and Sahlgrenska Academy at Gothenburg University, Gothenburg, Sweden
| | | | | | | | | | - Shu Yazaki
- National Cancer Center Hospital, Tokyo, Japan
| | | | - Sung-Bae Kim
- Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Hee Jin Lee
- Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Maria Vittoria Dieci
- Department of Surgery, Oncology, and Gastroenterology, University of Padova, Padova, Italy
- Oncology 2, Veneto Institute of Oncology IOV—IRCCS, Padova, Italy
| | | | | | - Fabrice André
- Office of Biostatistics and Epidemiology, Gustave Roussy, Oncostat U1018, Inserm, University Paris-Saclay, labeled Ligue Contre le Cancer, Villejuif, France
| | - Marleen Kok
- Department of Medical Oncology, the Netherlands Cancer Institute, Amsterdam, the Netherlands
- Department of Pathology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Sabine C. Linn
- Department of Medical Oncology, the Netherlands Cancer Institute, Amsterdam, the Netherlands
- Department of Pathology, University Medical Center Utrecht, Utrecht, the Netherlands
| | | | - Stefan Michiels
- Office of Biostatistics and Epidemiology, Gustave Roussy, Oncostat U1018, Inserm, University Paris-Saclay, labeled Ligue Contre le Cancer, Villejuif, France
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5
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Leon-Ferre RA, Carter JM, Zahrieh D, Sinnwell JP, Salgado R, Suman VJ, Hillman DW, Boughey JC, Kalari KR, Couch FJ, Ingle JN, Balkenhol M, Ciompi F, van der Laak J, Goetz MP. Automated mitotic spindle hotspot counts are highly associated with clinical outcomes in systemically untreated early-stage triple-negative breast cancer. NPJ Breast Cancer 2024; 10:25. [PMID: 38553444 PMCID: PMC10980681 DOI: 10.1038/s41523-024-00629-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Accepted: 03/08/2024] [Indexed: 04/02/2024] Open
Abstract
Operable triple-negative breast cancer (TNBC) has a higher risk of recurrence and death compared to other subtypes. Tumor size and nodal status are the primary clinical factors used to guide systemic treatment, while biomarkers of proliferation have not demonstrated value. Recent studies suggest that subsets of TNBC have a favorable prognosis, even without systemic therapy. We evaluated the association of fully automated mitotic spindle hotspot (AMSH) counts with recurrence-free (RFS) and overall survival (OS) in two separate cohorts of patients with early-stage TNBC who did not receive systemic therapy. AMSH counts were obtained from areas with the highest mitotic density in digitized whole slide images processed with a convolutional neural network trained to detect mitoses. In 140 patients from the Mayo Clinic TNBC cohort, AMSH counts were significantly associated with RFS and OS in a multivariable model controlling for nodal status, tumor size, and tumor-infiltrating lymphocytes (TILs) (p < 0.0001). For every 10-point increase in AMSH counts, there was a 16% increase in the risk of an RFS event (HR 1.16, 95% CI 1.08-1.25), and a 7% increase in the risk of death (HR 1.07, 95% CI 1.00-1.14). We corroborated these findings in a separate cohort of systemically untreated TNBC patients from Radboud UMC in the Netherlands. Our findings suggest that AMSH counts offer valuable prognostic information in patients with early-stage TNBC who did not receive systemic therapy, independent of tumor size, nodal status, and TILs. If further validated, AMSH counts could help inform future systemic therapy de-escalation strategies.
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Affiliation(s)
| | | | | | | | - Roberto Salgado
- GZA-ZNA-Hospitals, Antwerp, Belgium
- Peter Mac Callum Cancer Centre, Melbourne, Australia
| | | | | | | | | | | | | | | | | | - Jeroen van der Laak
- Radboud University Medical Center, Nijmegen, Netherlands
- Center for Medical Image Science and Visualization, Linköping University, Linköping, Sweden
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6
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Ilenič P, Herman A, Langerholc E, Gazić B, Šeruga B. Association of androgen receptor and tumour-infiltrating lymphocytes with bone recurrence in triple-negative breast cancer. J Bone Oncol 2024; 44:100518. [PMID: 38374890 PMCID: PMC10874935 DOI: 10.1016/j.jbo.2023.100518] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Revised: 12/13/2023] [Accepted: 12/20/2023] [Indexed: 02/21/2024] Open
Abstract
Background As compared to endocrine responsive breast cancer bone is less frequent site of distant recurrence in triple-negative breast cancer (TNBC). A biomarker which predicts bone recurrence would allow a more personalized treatment approach with adjuvant bisphosphonates in TNBC. Here we hypothesised that tumour expression of androgen receptor (AR) is associated with bone recurrence in TNBC. Materials and methods Patients with operable TNBC who were treated at the Institute of Oncology Ljubljana between 2005 and 2015 and developed distant recurrence were included into our study. Nuclear expression of AR in the tissue of primary tumours was determined immunohistochemically by using the Androgen Receptor (SP107) Rabbit Monoclonal Antibody. We applied a logistic regression model to test the association between expression of AR and development of bone metastases. The model was adjusted for selected known prognostic factors and possible confounders in TNBC, including the level of the stromal tumour-infiltrating lymphocytes (sTILs). Results At recurrence 45 (45 %) out of 100 patients presented with bone metastases. Additionally, seven (7 %) developed bone metastases metachronously. AR was expressed in primary tumours of 35 (35 %) women and 19 (54.3 %) developed bone recurrence. In 25 (25 %) patients sTILs were absent. Neither the proportion of AR positive cancer cells (OR = 1.00; 95 % CI 0.96-1.03; p = 1.00) nor the intensity of AR positive reaction (OR = 0.71; 95 % CI 0.02-21.4; p = 1.00) were significantly associated with bone recurrence. However, women with at least mild level of the sTILs were at significantly lower risk for bone recurrence as compared to those without any sTILs (OR = 0.01; 95 % CI < 0.01-0.08; p = 0.01). Conclusions Expression of AR is not significantly associated with the development of bone metastases in TNBC. However, patients with absent sTILs in their primary tumours are highly susceptible for recurrence in the bone and might particularly benefit from adjuvant bisphosphonates.
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Affiliation(s)
- Petra Ilenič
- University Medical Centre Ljubljana, Zaloška cesta 2, Ljubljana, Slovenia
- Faculty of Medicine, University of Ljubljana, Vrazov trg 2, Ljubljana, Slovenia
| | - Ajda Herman
- University Medical Centre Ljubljana, Zaloška cesta 2, Ljubljana, Slovenia
- Faculty of Medicine, University of Ljubljana, Vrazov trg 2, Ljubljana, Slovenia
| | - Erik Langerholc
- Institute for Biostatistics and Medical Informatics, Faculty of Medicine, University of Ljubljana, Vrazov trg 2, Ljubljana, Slovenia
| | - Barbara Gazić
- Faculty of Medicine, University of Ljubljana, Vrazov trg 2, Ljubljana, Slovenia
- Department of Pathology, Institute of Oncology Ljubljana, Zaloška cesta 2, Ljubljana, Slovenia
| | - Boštjan Šeruga
- Faculty of Medicine, University of Ljubljana, Vrazov trg 2, Ljubljana, Slovenia
- Division of Medical Oncology, Institute of Oncology Ljubljana, Zaloška cesta 2, Ljubljana, Slovenia
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7
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Zhang M, Yuan J, Wang M, Zhang M, Chen H. Chemotherapy is of prognostic significance to metaplastic breast cancer. Sci Rep 2024; 14:1210. [PMID: 38216630 PMCID: PMC10786888 DOI: 10.1038/s41598-024-51627-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2023] [Accepted: 01/08/2024] [Indexed: 01/14/2024] Open
Abstract
This study aimed to evaluate the significance of chemotherapy (CT) among metaplastic breast cancer (MpBC), and to compare the survival outcomes between triple negative MpBC (MpBC-TNBC) and triple negative invasive ductal carcinoma (IDC-TNBC). SEER database was indexed to identify female unilateral primary MpBC diagnosed from 2010 to 2017. Patients were classified into neoadjuvant chemotherapy (NAC) with response (NAC-response), NAC-no response, adjuvant chemotherapy, and no CT. Breast cancer-specific survival (BCSS) and overall survival (OS) was estimated using the Kaplan-Meier method and compared by log-rank test. Cox regression was used to evaluate the independent prognostic factors. A 1:4 propensity score matching method was adopted to balance baseline differences. Altogether 1186 MpBC patients were enrolled, among them 181 received NAC, 647 received adjuvant CT and 358 did not receive any CT. Chemotherapy was an independent favorable prognostic factor. NAC-response and adjuvant CT had a significant or an obvious trend of survival improvement compared with NAC-no response or no CT. MpBC-TNBC was an independent unfavorable prognostic factor compared with IDC-TNBC. Among them, there was significant or trend of survival improvement among all TNBCs receiving NAC or adjuvant CT compared with no CT. Chemotherapy was of important significance to MpBC prognosis and should be integrated in comprehensive treatment for MpBC.
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Affiliation(s)
- Meilin Zhang
- Department of breast surgery, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, 200011, China
| | - Jingjing Yuan
- Department of breast surgery, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, 200011, China
| | - Maoli Wang
- Department of breast surgery, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, 200011, China
| | - Mingdi Zhang
- Department of breast surgery, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, 200011, China
| | - Hongliang Chen
- Department of breast surgery, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, 200011, China.
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Carbajal-Ochoa W, Bravo-Solarte DC, Bernal AM, Anampa JD. Benefit of adjuvant chemotherapy in lymph node-negative, T1b and T1c triple-negative breast cancer. Breast Cancer Res Treat 2024; 203:257-269. [PMID: 37833449 DOI: 10.1007/s10549-023-07132-6] [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: 06/08/2023] [Accepted: 09/22/2023] [Indexed: 10/15/2023]
Abstract
INTRODUCTION Current guidelines recommendations regarding chemotherapy in small (T1b and T1c), node-negative triple-negative breast cancer (TNBC) differ due to lack of high-quality data. Our study aimed to assess the benefit of adjuvant chemotherapy in patients with T1bN0M0 and T1cN0M0 TNBC. METHODS We obtained data from the Surveillance, Epidemiology, and End Results database for patients with node-negative, T1b/T1c TNBC diagnosed between 2010 and 2020. Logistic regresion models assessed variables associated with chemotherapy administration. We evaluated the effect of chemotherapy on overall survival (OS) and breast cancer specific survival (BCSS) with Kaplan-Meier methods and Cox proportional hazards methods. RESULTS We included 11,510 patients: 3,388 with T1b and 8,122 with T1c TNBC. During a median follow-up of 66 months, 305 patients with T1b and 995 with T1c died. After adjusting for clinicopathological, demographic and treatment factors, adjuvant chemotherapy improved OS in T1b TNBC (HR, 0.52; 95% CI, 0.41-0.68 p < 0.001) but did not improve BCSS (HR, 0.70; 95% CI, 0.45-1.07; p = 0.10); the association between chemotherapy and BCSS was not statistically significant in any subgroup. In T1c TNBC, adjuvant chemotherapy improved OS (HR, 0.54; 95% CI, 0.47-0.62; p < 0.001) and BCSS (HR, 0.79; 95% CI, 0.63-0.99; p = 0.043); the benefit of chemotherapy in OS varied by age (Pinteraction=0.024); moreover, the benefit in BCSS was similar in all subgroups. CONCLUSIONS Our study results support the use of adjuvant chemotherapy in patients with node-negative, T1c TNBC. Patients with node-negative, T1b TNBC had excellent long-term outcomes; furthermore, chemotherapy was not associated with improved BCSS in these patients.
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Affiliation(s)
- Walter Carbajal-Ochoa
- Department of Medical Oncology, Catalan Institute of Oncology/Josep Trueta Hospital, Girona, Spain
| | | | - Ana M Bernal
- Department of Medical Oncology, Montefiore Medical Center, Albert Einstein College of Medicine, 1695 Eastchester Rd, Bronx, NY, 10461, USA
| | - Jesus D Anampa
- Department of Medical Oncology, Montefiore Medical Center, Albert Einstein College of Medicine, 1695 Eastchester Rd, Bronx, NY, 10461, USA.
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9
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Huertas-Caro CA, Ramírez MA, Rey-Vargas L, Bejarano-Rivera LM, Ballen DF, Nuñez M, Mejía JC, Sua-Villegas LF, Cock-Rada A, Zabaleta J, Fejerman L, Sanabria-Salas MC, Serrano-Gomez SJ. Tumor infiltrating lymphocytes (TILs) are a prognosis biomarker in Colombian patients with triple negative breast cancer. Sci Rep 2023; 13:21324. [PMID: 38044375 PMCID: PMC10694133 DOI: 10.1038/s41598-023-48300-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Accepted: 11/24/2023] [Indexed: 12/05/2023] Open
Abstract
Triple negative breast cancer (TNBC) is highly immunogenic and high levels of tumor infiltrating lymphocytes (TILs) have been associated with a better prognosis and higher probability to achieve pathological complete response. Here, we explore the potential role of stromal TILs level and composition as a prognostic and predictive biomarker in TNBC. 195 Tumor biospecimens from patients diagnosed with TNBC were included. Stromal TILs (sTILs), positive CD4/CD8 cells were evaluated. Differences in clinic-pathological characteristics according to immune infiltration were assessed. The predictive and prognostic value of immune infiltration was analyzed by multivariate models. Higher immune infiltration was observed in patients with favorable clinical-pathological features. Survival analysis showed that longer overall survival times were observed in patients with a higher infiltration of sTILs (p = 0.00043), CD4 + (p = 0.0074) and CD8 + (p = 0.008). In the multivariate analysis, low levels of sTILs were found to be associated with a higher mortality hazard (HR: 1.59, 95% CI 1.01-2.48). CD4 and CD8 immune infiltration were associated with higher odds for pathological complete response (OR: 1.20, 95% CI 1.00-1.46, OR: 1.28, 1.02-1.65, respectively). Our results suggest that immune infiltration could be used as a prognostic marker for overall survival in TNBC patients.
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Affiliation(s)
- Carlos A Huertas-Caro
- Cancer Biology Research Group, National Cancer Institute of Colombia, Bogotá, Colombia
| | - Mayra A Ramírez
- Cancer Biology Research Group, National Cancer Institute of Colombia, Bogotá, Colombia
| | - Laura Rey-Vargas
- Cancer Biology Research Group, National Cancer Institute of Colombia, Bogotá, Colombia
| | | | - Diego Felipe Ballen
- Clinical Oncology Unit. Instituto Nacional de Cancerología and Adjunct Clinical Professor, Pontificia Universidad Javeriana, Bogotá, DC, Colombia
| | - Marcela Nuñez
- Research Support and Follow-Up Group, National Cancer Institute of Colombia, Calle 1 No. 9 -85, Bogotá, DC, Colombia
| | - Juan Carlos Mejía
- Grupo de Patología, Instituto Nacional de Cancerología, Bogotá, Colombia
| | - Luz Fernanda Sua-Villegas
- Department of Pathology and Laboratory Medicine, Fundación Valle del Lili, and Faculty of Health Sciences, Universidad ICESI, Cali, Colombia
| | - Alicia Cock-Rada
- Department of Oncological Breast Surgery and Mastology, Instituto de Cancerología Las Américas, Medellín, Colombia
| | - Jovanny Zabaleta
- Department of Interdisciplinary Oncology and Stanley S. Scott Cancer Center, Louisiana State University Health Sciences Center, New Orleans, LA, 70112, USA
| | - Laura Fejerman
- Department of Public Health Sciences, University of California Davis, Davis, CA, USA
- UC Davis Comprehensive Cancer Center, University of California Davis, Davis, CA, USA
| | | | - Silvia J Serrano-Gomez
- Cancer Biology Research Group, National Cancer Institute of Colombia, Bogotá, Colombia.
- Research Support and Follow-Up Group, National Cancer Institute of Colombia, Calle 1 No. 9 -85, Bogotá, DC, Colombia.
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10
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Li S, Liu Y, Zhang P, Wang M, Sun L. Cost-effectiveness analysis of tumor-infiltrating lymphocytes biomarkers guiding chemotherapy de-escalation in early triple-negative breast cancer. Cancer Med 2023; 12:21001-21012. [PMID: 37964682 PMCID: PMC10709734 DOI: 10.1002/cam4.6656] [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: 04/26/2023] [Revised: 09/22/2023] [Accepted: 10/01/2023] [Indexed: 11/16/2023] Open
Abstract
BACKGROUND To accelerate the clinical translation of tumor-infiltrating lymphocytes (TILs) biomarkers for guiding chemotherapy de-escalation in early-stage triple-negative breast cancer (TNBC), cost-effectiveness evidence is essential but has not been investigated. We intend to evaluate the cost-effectiveness of using TILs to guiding chemotherapy de-escalation in patients with early-stage TNBC from the perspective of the Chinese health service system. METHODS The hybrid decision-tree-Markov model was designed to compare the cost-effectiveness of cytotoxic chemotherapy guided by whether TILs assay was performed in 50-year-old female patients with early-stage TNBC over a lifetime horizon. In Strategy (1), if TILs testing was performed, patients with TILs values exceeding 30% could be spared from chemotherapy. In Strategy (2), where no TILs testing was performed, all patients were administered chemotherapy following China's clinical practices. Based on the algorithm built by Guyot, the individual patient data were reconstructed from the published Kaplan-Meier curves, and the survival functions were calculated by parametric methods. Cost estimates were valued in Chinese yuan (as per rates in 2022). RESULTS In 50-year-old female patients with early-stage TNBC, Strategy (1), which employs TILs testing to guide cytotoxic chemotherapy yielded an additional 0.47 quality-adjusted life years (QALYs) and saved 40,976 yuan, with an incremental cost-effectiveness ratio (ICER) of -87,182.98 yuan per QALY gained compared with Strategy (2). This indicates that compared with Strategy (2), Strategy (1) is the dominant scheme. The results were sensitive to utility parameters, discount rates, and treatment costs after relapse. At a willingness-to-pay threshold of 85,700 yuan (based on GDP per capita) per QALY, the probability of TILs being cost-effective was almost 100%. CONCLUSIONS The application of biomarkers (TILs) to guide decisions for chemotherapy de-escalation is a cost-effective strategy for early-stage TNBC patients and deserves to be widely promoted in clinical practice.
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Affiliation(s)
- Shiqi Li
- Department of Pharmacy Administration, School of Business AdministrationShenyang Pharmaceutical UniversityShenyangChina
| | - Yuhan Liu
- Shanghai Health Development Research Centre (Shanghai Medical Information Centre)ShanghaiChina
| | - Peigen Zhang
- Department of Pharmacy Administration, School of Business AdministrationShenyang Pharmaceutical UniversityShenyangChina
| | - Mengmeng Wang
- The Department of CardiologyGeneral Hospital of Northern Theater CommandShenyangChina
| | - Lihua Sun
- Department of Pharmacy Administration, School of Business AdministrationShenyang Pharmaceutical UniversityShenyangChina
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11
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Rosa ML, Reinert T, Pauletto MM, Sartori G, Graudenz M, Barrios CH. Implications of tumor-infiltrating lymphocytes in early-stage triple-negative breast cancer: clinical oncologist perspectives. TRANSLATIONAL BREAST CANCER RESEARCH : A JOURNAL FOCUSING ON TRANSLATIONAL RESEARCH IN BREAST CANCER 2023; 5:4. [PMID: 38751669 PMCID: PMC11093080 DOI: 10.21037/tbcr-23-43] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Accepted: 10/09/2023] [Indexed: 05/18/2024]
Abstract
Breast cancer (BC) is the most common neoplasm in women worldwide and one of the leading causes of female death. The triple-negative subtype, characterized by the absence of hormone receptor (HR) and human epidermal growth factor receptor 2 (HER2), tends to occur in younger patients, be more aggressive and less differentiated. Furthermore, this subtype is considered the most immunogenic and associated with higher levels of tumor cell infiltration, mainly lymphocytes. Tumor-infiltrating lymphocytes (TILs) play a crucial role in the interaction of the host's immune system and cancer cells. The microenvironment is critical in tumor development and progression. Assessment of infiltrating lymphocytes can provide valuable information about the immune response and, given the lack of biomarkers to guide treatment decisions and predict outcomes in triple-negative tumors and can be considered as a potential biomarker. Some evidence suggests that higher levels of these lymphocytes are associated with better responses to systemic treatment, longer progression-free survival and overall survival (OS). However, treatment escalation or de-escalation strategies for triple-negative BC (TNBC) currently do not consider the presence or density of TILs for therapeutic decisions. TILs appear to be useful predictive and prognostic indicators. Further clinical studies are needed to confirm these relationships and integrate TILs as a biomarker consistently into clinical practice. This article summarizes key concepts relating to the role of the immune infiltrate in BC, along with the current status and future prospects regarding TILs as a predictive and prognostic biomarker.
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Affiliation(s)
- Mahira Lopes Rosa
- Postgraduate Program in Medical Sciences, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
- Oncoclínicas, Porto Alegre, Brazil
| | - Tomas Reinert
- Oncoclínicas, Porto Alegre, Brazil
- Grupo Brasileiro de Estudos em Câncer de Mama (GBECAM), Porto Alegre, Brazil
| | | | - Guilherme Sartori
- Postgraduate Program in Medical Sciences, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
- Centro de Pesquisa da Serra Gaúcha (CEPESG), Caxias do Sul, Brazil
| | - Marcia Graudenz
- Postgraduate Program in Medical Sciences, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
- Department of Pathology, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil
| | - Carlos Henrique Barrios
- Oncoclínicas, Porto Alegre, Brazil
- Latin American Cooperative Oncology Group (LACOG), Porto Alegre, Brazil
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12
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Kim JY, Park S, Cho EY, Lee JE, Jung HH, Chae BJ, Kim SW, Nam SJ, Cho SY, Park YH, Ahn JS, Lee S, Im YH. Genomic characteristics of triple negative apocrine carcinoma: a comparison to triple negative breast cancer. Exp Mol Med 2023:10.1038/s12276-023-01030-z. [PMID: 37394589 PMCID: PMC10394068 DOI: 10.1038/s12276-023-01030-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Revised: 03/15/2023] [Accepted: 04/06/2023] [Indexed: 07/04/2023] Open
Abstract
Apocrine carcinoma is a rare breast cancer subtype. As such, the genomic characteristics of apocrine carcinoma with triple negative immunohistochemical results (TNAC), which has been treated as triple negative breast cancer (TNBC), have not been revealed. In this study, we evaluated the genomic characteristics of TNAC compared to TNBC with low Ki-67 (LK-TNBC). In the genetic analysis of 73 TNACs and 32 LK-TNBCs, the most frequently mutated driver gene in TNAC was TP53 (16/56, 28.6%), followed by PIK3CA (9/56, 16.1%), ZNF717 (8/56, 14.3%), and PIK3R1 (6/56, 10.71%). Mutational signature analysis showed enrichment of defective DNA mismatch repair (MMR)-related signatures (SBS6 and SBS21) and the SBS5 signature in TNAC, whereas an APOBEC activity-associated mutational signature (SBS13) was more prominent in LK-TNBC (Student's t test, p < 0.05). In intrinsic subtyping, 38.4% of TNACs were classified as luminal A, 27.4% as luminal B, 26.0% as HER2-enriched (HER2-E), 2.7% as basal, and 5.5% as normal-like. The basal subtype was the most dominant subtype (43.8%) in LK-TNBC (p < 0.001), followed by luminal B (21.9%), HER2-E (21.9%), and luminal A (12.5%). In the survival analysis, TNAC had a five-year disease-free survival (DFS) rate of 92.2% compared to 59.1% for LK-TNBC (P = 0.001) and a five-year overall survival (OS) rate of 95.3% compared to 74.6% for LK-TNBC (P = 0.0099). TNAC has different genetic characteristics and better survival outcomes than LK-TNBC. In particular, normal-like and luminal A subtypes in TNAC have much better DFS and OS than other intrinsic subtypes. Our findings are expected to impact medical practice for patients diagnosed with TNAC.
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Affiliation(s)
- Ji-Yeon Kim
- Division of Hematology-Oncology, Department of Internal Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, 06351, Republic of Korea.
- Biomedical Research Institute, Samsung Medical Center, Seoul, 06351, Republic of Korea.
- Department of Health Sciences and Technology, Samsung Advanced Institute for Health Sciences and Technology, Seoul, 06351, Republic of Korea.
| | - Sabin Park
- Department of Biomedical Engineering, College of Information-Bio Convergence Engineering, Ulsan National Institute of Science and Technology, Ulsan, 44919, Republic of Korea
| | - Eun Yoon Cho
- Department of Pathology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, 06351, Republic of Korea
| | - Jeong Eon Lee
- Department of Health Sciences and Technology, Samsung Advanced Institute for Health Sciences and Technology, Seoul, 06351, Republic of Korea
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, 06351, Republic of Korea
| | - Hae Hyun Jung
- Biomedical Research Institute, Samsung Medical Center, Seoul, 06351, Republic of Korea
- Department of Health Sciences and Technology, Samsung Advanced Institute for Health Sciences and Technology, Seoul, 06351, Republic of Korea
| | - Byung Joo Chae
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, 06351, Republic of Korea
| | - Seok Won Kim
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, 06351, Republic of Korea
| | - Seok Jin Nam
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, 06351, Republic of Korea
| | - Soo Youn Cho
- Department of Pathology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, 06351, Republic of Korea
| | - Yeon Hee Park
- Division of Hematology-Oncology, Department of Internal Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, 06351, Republic of Korea
- Department of Health Sciences and Technology, Samsung Advanced Institute for Health Sciences and Technology, Seoul, 06351, Republic of Korea
| | - Jin Seok Ahn
- Division of Hematology-Oncology, Department of Internal Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, 06351, Republic of Korea
| | - Semin Lee
- Department of Biomedical Engineering, College of Information-Bio Convergence Engineering, Ulsan National Institute of Science and Technology, Ulsan, 44919, Republic of Korea.
| | - Young-Hyuck Im
- Division of Hematology-Oncology, Department of Internal Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, 06351, Republic of Korea.
- Biomedical Research Institute, Samsung Medical Center, Seoul, 06351, Republic of Korea.
- Department of Health Sciences and Technology, Samsung Advanced Institute for Health Sciences and Technology, Seoul, 06351, Republic of Korea.
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13
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Carter JM, Chumsri S, Hinerfeld DA, Ma Y, Wang X, Zahrieh D, Hillman DW, Tenner KS, Kachergus JM, Brauer HA, Warren SE, Henderson D, Shi J, Liu Y, Joensuu H, Lindman H, Leon-Ferre RA, Boughey JC, Liu MC, Ingle JN, Kalari KR, Couch FJ, Knutson KL, Goetz MP, Perez EA, Thompson EA. Distinct spatial immune microlandscapes are independently associated with outcomes in triple-negative breast cancer. Nat Commun 2023; 14:2215. [PMID: 37072398 PMCID: PMC10113250 DOI: 10.1038/s41467-023-37806-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Accepted: 03/30/2023] [Indexed: 04/20/2023] Open
Abstract
The utility of spatial immunobiomarker quantitation in prognostication and therapeutic prediction is actively being investigated in triple-negative breast cancer (TNBC). Here, with high-plex quantitative digital spatial profiling, we map and quantitate intraepithelial and adjacent stromal tumor immune protein microenvironments in systemic treatment-naïve (female only) TNBC to assess the spatial context in immunobiomarker-based prediction of outcome. Immune protein profiles of CD45-rich and CD68-rich stromal microenvironments differ significantly. While they typically mirror adjacent, intraepithelial microenvironments, this is not uniformly true. In two TNBC cohorts, intraepithelial CD40 or HLA-DR enrichment associates with better outcomes, independently of stromal immune protein profiles or stromal TILs and other established prognostic variables. In contrast, intraepithelial or stromal microenvironment enrichment with IDO1 associates with improved survival irrespective of its spatial location. Antigen-presenting and T-cell activation states are inferred from eigenprotein scores. Such scores within the intraepithelial compartment interact with PD-L1 and IDO1 in ways that suggest prognostic and/or therapeutic potential. This characterization of the intrinsic spatial immunobiology of treatment-naïve TNBC highlights the importance of spatial microenvironments for biomarker quantitation to resolve intrinsic prognostic and predictive immune features and ultimately inform therapeutic strategies for clinically actionable immune biomarkers.
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Affiliation(s)
- Jodi M Carter
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Canada
| | - Saranya Chumsri
- Department of Medicine, Division of Hematology and Oncology, Mayo Clinic, Jacksonville, FL, USA
| | | | - Yaohua Ma
- Department of Health Science Research, Division of Biomedical Statistics and Informatics, Mayo Clinic, Jacksonville, FL, USA
| | - Xue Wang
- Department of Health Science Research, Division of Biomedical Statistics and Informatics, Mayo Clinic, Jacksonville, FL, USA
| | - David Zahrieh
- Department of Health Science Research, Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, MN, USA
| | - David W Hillman
- Department of Health Science Research, Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, MN, USA
| | - Kathleen S Tenner
- Department of Health Science Research, Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, MN, USA
| | | | | | | | | | - Ji Shi
- Department of Cancer Biology, Mayo Clinic, Jacksonville, FL, USA
| | - Yi Liu
- Department of Cancer Biology, Mayo Clinic, Jacksonville, FL, USA
| | - Heikki Joensuu
- Department of Oncology, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Henrik Lindman
- Department of Oncology, University of Uppsala, Uppsala, Sweden
| | - Roberto A Leon-Ferre
- Department of Oncology, Division of Medical Oncology, Mayo Clinic, Rochester, MN, USA
| | | | | | - James N Ingle
- Department of Oncology, Division of Medical Oncology, Mayo Clinic, Rochester, MN, USA
| | - Krishna R Kalari
- Department of Health Science Research, Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, MN, USA
| | - Fergus J Couch
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Keith L Knutson
- Department of Immunology, Mayo Clinic, Jacksonville, FL, USA
| | - Matthew P Goetz
- Department of Oncology, Division of Medical Oncology, Mayo Clinic, Rochester, MN, USA
| | - Edith A Perez
- Department of Medicine, Division of Hematology and Oncology, Mayo Clinic, Jacksonville, FL, USA
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14
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Roesler AS, Malasi S, Koslosky L, Hartmayer P, Naab TJ, Carter JM, Zahrieh D, Hillman D, Leon-Ferre RA, Couch FJ, Goetz MP, Anderson KS, Pockaj BA, Barrett MT. PDJ amplicon in triple negative breast cancer. Sci Rep 2023; 13:618. [PMID: 36635351 PMCID: PMC9837184 DOI: 10.1038/s41598-023-27887-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Accepted: 01/10/2023] [Indexed: 01/13/2023] Open
Abstract
Amplification of chromosome 9p24.1 targeting PD-L1, PD-L2, and JAK2 (PDJ amplicon) is present in subsets of triple negative breast cancers (TNBCs) and is associated with poor clinical outcomes. However, the prevalence of PDJ+ TNBCs varies extensively across studies applying different methods for interrogating samples of interest. To rigorously assess the prevalence of PDJ amplicons in TNBC, its prognostic value and whether it is enriched by chemotherapy, we interrogated 360 TNBC samples including 74 surgical resections from patients treated in the neoadjuvant setting, and tissue microarrays (TMAs) with 31 cases from African American women and 255 resected non-metastatic cases, with a 3 color fluorescence in situ hybridization (FISH) assay targeting the 9p24.1 PDJ amplicon, 9q24.3, and 9q34.1. Samples with mean PDJ signal of > 4.5 copies, and ratios of PDJ/9q24 ≥ 2 and/or PDJ/9q34.1 ≥ 2 were called amplified (PDJ+). Correlative analyses included the association of tumor infiltrating lymphocytes (TILs) with PDJ amplicons in TNBCs. In addition, we investigated intratumor copy number of PDJ amplicons in PDJ+ and PDJ- TNBCs. Matched pre- and post-neoadjuvant treatment biopsies were available from patients (n = 6) to evaluate the effects of therapy on PDJ status. Our study provides a rigorous analysis of the prevalence, distribution, and clinical correlatives of the PDJ amplicon in TNBC.
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Affiliation(s)
- Alexander S Roesler
- Department of Research, Mayo Clinic in Arizona, Scottsdale, AZ, USA
- School of Medicine, Duke University, Durham, NC, USA
| | - Smriti Malasi
- Department of Research, Mayo Clinic in Arizona, Scottsdale, AZ, USA
| | | | | | - Tammey J Naab
- Department of Pathology, Howard University Hospital, Washington, DC, USA
| | - Jodi M Carter
- Departments of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
- Departments of Surgery, Mayo Clinic, Rochester, MN, USA
| | - David Zahrieh
- Departments of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - David Hillman
- Departments of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | | | - Fergus J Couch
- Departments of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | | | - Karen S Anderson
- Division of Hematology-Oncology, Mayo Clinic in Arizona, Scottsdale, AZ, USA
- Biodesign Institute, Arizona State University, Tempe, AZ, USA
| | - Barbara A Pockaj
- Division of General Surgery, Section of Surgical Oncology, Mayo Clinic in Arizona, Phoenix, AZ, USA
| | - Michael T Barrett
- Department of Research, Mayo Clinic in Arizona, Scottsdale, AZ, USA.
- Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic in Arizona, Scottsdale, AZ, USA.
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15
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Yazaki S, Shimoi T, Yoshida M, Sumiyoshi-Okuma H, Arakaki M, Saito A, Kita S, Yamamoto K, Kojima Y, Nishikawa T, Tanioka M, Sudo K, Noguchi E, Murata T, Shiino S, Takayama S, Suto A, Ohe Y, Fujiwara Y, Yonemori K. Integrative prognostic analysis of tumor-infiltrating lymphocytes, CD8, CD20, programmed cell death-ligand 1, and tertiary lymphoid structures in patients with early-stage triple-negative breast cancer who did not receive adjuvant chemotherapy. Breast Cancer Res Treat 2023; 197:287-297. [PMID: 36385236 PMCID: PMC9823028 DOI: 10.1007/s10549-022-06787-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Accepted: 10/25/2022] [Indexed: 11/18/2022]
Abstract
PURPOSE Stromal tumor-infiltrating lymphocytes (TILs) are independent prognostic factors in systemically untreated early-stage triple-negative breast cancer (TNBC). Other immune biomarkers including CD8, CD20, programmed cell death-ligand 1 (PD-L1), and tertiary lymphoid structures (TLS) are also reported to be associated with prognosis. However, whether combining other immune biomarkers with TILs would allow for further prognostic stratification is unknown. METHODS We retrospectively analyzed 125 patients with early-stage TNBC not receiving perioperative chemotherapy. Stromal TILs and TLS were evaluated on hematoxylin-eosin slides. PD-L1 expression was evaluated using the SP142 assay. CD8 and CD20 were assessed by immunohistochemistry and counted by digital pathology. RESULTS Immune biomarker levels were positively correlated (p < 0.001). Adding CD8 and PD-L1 to multivariable analysis including clinicopathological factors (stage and histological grade) and TILs significantly improved the prognostic model (likelihood ratio χ2 = 9.24, p = 0.01). In Cox regression analysis, high CD8 was significantly associated with better prognosis [hazard ratio (HR) 0.69, 95% confidence interval (CI) 0.48-0.98, p = 0.04], and PD-L1 positivity was significantly associated with worse prognosis (HR 4.33, 95%CI 1.57-11.99, p = 0.005). Patients with high CD8/PD-L1 (-) tumors had the most favorable prognosis [5 year invasive disease-free survival (iDFS), 100%], while patients with low CD8/PD-L1( +) tumors had the worst prognosis (5 year iDFS, 33.3%). CONCLUSION CD8 and PD-L1 levels add prognostic information beyond TILs for early-stage TNBC not receiving perioperative chemotherapy. CD8-positive T cells and PD-L1 may be useful for prognostic stratification and in designing future clinical trials of TNBC.
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Affiliation(s)
- Shu Yazaki
- Department of Medical Oncology, National Cancer Center Hospital, 5-1-1, Tsukiji, Chuo-ku, Tokyo, 104-0045, Japan
- Cancer Medicine, Jikei University Graduate School of Medicine, Tokyo, Japan
| | - Tatsunori Shimoi
- Department of Medical Oncology, National Cancer Center Hospital, 5-1-1, Tsukiji, Chuo-ku, Tokyo, 104-0045, Japan.
| | - Masayuki Yoshida
- Department of Diagnostic Pathology, National Cancer Center Hospital, Tokyo, Japan
| | - Hitomi Sumiyoshi-Okuma
- Department of Medical Oncology, National Cancer Center Hospital, 5-1-1, Tsukiji, Chuo-ku, Tokyo, 104-0045, Japan
| | - Motoko Arakaki
- Department of Medical Oncology, National Cancer Center Hospital, 5-1-1, Tsukiji, Chuo-ku, Tokyo, 104-0045, Japan
| | - Ayumi Saito
- Department of Medical Oncology, National Cancer Center Hospital, 5-1-1, Tsukiji, Chuo-ku, Tokyo, 104-0045, Japan
| | - Shosuke Kita
- Department of Medical Oncology, National Cancer Center Hospital, 5-1-1, Tsukiji, Chuo-ku, Tokyo, 104-0045, Japan
| | - Kasumi Yamamoto
- Department of Medical Oncology, National Cancer Center Hospital, 5-1-1, Tsukiji, Chuo-ku, Tokyo, 104-0045, Japan
| | - Yuki Kojima
- Department of Medical Oncology, National Cancer Center Hospital, 5-1-1, Tsukiji, Chuo-ku, Tokyo, 104-0045, Japan
| | - Tadaaki Nishikawa
- Department of Medical Oncology, National Cancer Center Hospital, 5-1-1, Tsukiji, Chuo-ku, Tokyo, 104-0045, Japan
| | - Maki Tanioka
- Department of Medical Oncology, National Cancer Center Hospital, 5-1-1, Tsukiji, Chuo-ku, Tokyo, 104-0045, Japan
| | - Kazuki Sudo
- Department of Medical Oncology, National Cancer Center Hospital, 5-1-1, Tsukiji, Chuo-ku, Tokyo, 104-0045, Japan
| | - Emi Noguchi
- Department of Medical Oncology, National Cancer Center Hospital, 5-1-1, Tsukiji, Chuo-ku, Tokyo, 104-0045, Japan
| | - Takeshi Murata
- Department of Breast Surgery, National Cancer Center Hospital, Tokyo, Japan
| | - Sho Shiino
- Department of Breast Surgery, National Cancer Center Hospital, Tokyo, Japan
| | - Shin Takayama
- Department of Breast Surgery, National Cancer Center Hospital, Tokyo, Japan
| | - Akihiko Suto
- Department of Breast Surgery, National Cancer Center Hospital, Tokyo, Japan
| | - Yuichiro Ohe
- Cancer Medicine, Jikei University Graduate School of Medicine, Tokyo, Japan
- Department of Thoracic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Yasuhiro Fujiwara
- Department of Medical Oncology, National Cancer Center Hospital, 5-1-1, Tsukiji, Chuo-ku, Tokyo, 104-0045, Japan
| | - Kan Yonemori
- Department of Medical Oncology, National Cancer Center Hospital, 5-1-1, Tsukiji, Chuo-ku, Tokyo, 104-0045, Japan
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16
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Castoldi A, Lee J, de Siqueira Carvalho D, Souto FO. CD8 + T cell metabolic changes in breast cancer. Biochim Biophys Acta Mol Basis Dis 2023; 1869:166565. [PMID: 36220587 DOI: 10.1016/j.bbadis.2022.166565] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Revised: 08/22/2022] [Accepted: 10/03/2022] [Indexed: 11/05/2022]
Abstract
Immunometabolism has advanced our understanding of how the cellular environment and nutrient availability regulates immune cell fate. Not only are metabolic pathways closely tied to cell signaling and differentiation, but can induce different subsets of immune cells to adopt unique metabolic programs, influencing disease progression. Dysregulation of immune cell metabolism plays an essential role in the progression of several diseases including breast cancer (BC). Metabolic reprogramming plays a critical role in regulating T cell functions. CD8+ T cells are an essential cell type within the tumor microenvironment (TME). To induce antitumor responses, CD8+ T cells need to adapt their metabolism to fulfill their energy requirement for effective function. However, different markers and immunologic techniques have made identifying specific CD8+ T cells subtypes in BC a challenge to the field. This review discusses the immunometabolic processes of CD8+ T cell in the TME in the context of BC and highlights the role of CD8+ T cell metabolic changes in tumor progression.
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Affiliation(s)
- Angela Castoldi
- Instituto Keizo Asami, Universidade Federal de Pernambuco, Recife, Brazil; Núcleo de Ciências da Vida, Centro Acadêmico do Agreste, Universidade Federal de Pernambuco, Caruaru, Brazil; Programa de Pós-Graduação em Biologia Aplicada à Saúde, Universidade Federal de Pernambuco, Recife, Brazil.
| | - Jennifer Lee
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, Beth Israel Deaconess Medical Center and Harvard Medical School, 330 Brookline Avenue, Boston, MA 02215, USA
| | | | - Fabrício Oliveira Souto
- Instituto Keizo Asami, Universidade Federal de Pernambuco, Recife, Brazil; Núcleo de Ciências da Vida, Centro Acadêmico do Agreste, Universidade Federal de Pernambuco, Caruaru, Brazil; Programa de Pós-Graduação em Biologia Aplicada à Saúde, Universidade Federal de Pernambuco, Recife, Brazil
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17
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Muddather HF, Faggad A, Elhassan MMA. Relapse-free survival in Sudanese women with non-metastatic breast cancer. GLOBAL EPIDEMIOLOGY 2022; 4:100082. [PMID: 37637030 PMCID: PMC10445990 DOI: 10.1016/j.gloepi.2022.100082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Revised: 09/06/2022] [Accepted: 09/06/2022] [Indexed: 12/24/2022] Open
Abstract
Background Breast cancer (BC) is the most frequently diagnosed cancer and a major cause of cancer mortality in Sudan. However, there is lack of data related to BC relapse. Therefore, this study was undertaken to estimate the 5-year relapse free survival (RFS) rate and factors related to BC relapse in Sudanese women with non-metastatic BC. Methods Data of BC women with BC diagnosed and treated at the National Cancer Institute-University of Gezira during 2012 were retrieved from medical records. The cases were followed-up through hospital records and telephone contact. Survival functions were calculated using Kaplan-Meier method and compared by log-rank test. The prognostic factors were tested using univariate and multivariable Cox regression analyses. Results We included 168 women with median age of 45 years (range, 22-83 years). 53.5%of women had stage III at time of diagnosis, whereas 4.2% and 42.3% of women presented with stage I and stage II, respectively. At the end of 5 years follow-up, with median follow-up period of 64 months, 94 (56.0%) women were alive in remission, 11 (6.5%) were alive with BC relapse, 49 (29.2%) were dead, and survival status was unknown in 14 (8.3%) women. Most of the occurred relapses were distant relapses. The 5-year RFS was 59%. The independent predictors of relapse were: larger primary tumor size (HR:1.84, 95% CI: 1.54-5.48, p=0.018); involved axillary lymph nodes with tumour (HR: 2.91, 95% CI: 1.53-7.91, p=0.001); not receiving adjuvant radiotherapy (HR: 2.2, 95% CI: 1.22-3.95, p=0.009); and not receiving hormone therapy (HR: 1.67, 95% CI: 1.01-2.76, p= 0.046). Conclusion We found a high risk of BC relapse in our resource-constrained settings. Advanced stages, not receiving adjuvant radiotherapy, and not receiving adjuvant hormone therapy were independent predictors associated with worse 5-year RFS. Therefore, enhancing the early diagnosis of BC and improving timely access to appropriate treatments represent key approaches to achieving better treatment outcomes.
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Affiliation(s)
- Hiba Faroug Muddather
- Department of Clinical Pharmacy and Pharmacy Practice, Faculty of Pharmacy, University of Gezira, Wad Medani, Sudan
| | - Areeg Faggad
- Department of Molecular Biology, National Cancer Institute – University of Gezira (NCI–UG), Wad Medani, Sudan
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18
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Irajizad E, Wu R, Vykoukal J, Murage E, Spencer R, Dennison JB, Moulder S, Ravenberg E, Lim B, Litton J, Tripathym D, Valero V, Damodaran S, Rauch GM, Adrada B, Candelaria R, White JB, Brewster A, Arun B, Long JP, Do KA, Hanash S, Fahrmann JF. Application of Artificial Intelligence to Plasma Metabolomics Profiles to Predict Response to Neoadjuvant Chemotherapy in Triple-Negative Breast Cancer. Front Artif Intell 2022; 5:876100. [PMID: 36034598 PMCID: PMC9403735 DOI: 10.3389/frai.2022.876100] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Accepted: 05/03/2022] [Indexed: 11/13/2022] Open
Abstract
There is a need to identify biomarkers predictive of response to neoadjuvant chemotherapy (NACT) in triple-negative breast cancer (TNBC). We previously obtained evidence that a polyamine signature in the blood is associated with TNBC development and progression. In this study, we evaluated whether plasma polyamines and other metabolites may identify TNBC patients who are less likely to respond to NACT. Pre-treatment plasma levels of acetylated polyamines were elevated in TNBC patients that had moderate to extensive tumor burden (RCB-II/III) following NACT compared to those that achieved a complete pathological response (pCR/RCB-0) or had minimal residual disease (RCB-I). We further applied artificial intelligence to comprehensive metabolic profiles to identify additional metabolites associated with treatment response. Using a deep learning model (DLM), a metabolite panel consisting of two polyamines as well as nine additional metabolites was developed for improved prediction of RCB-II/III. The DLM has potential clinical value for identifying TNBC patients who are unlikely to respond to NACT and who may benefit from other treatment modalities.
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Affiliation(s)
- Ehsan Irajizad
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Ranran Wu
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Jody Vykoukal
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Eunice Murage
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Rachelle Spencer
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Jennifer B. Dennison
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Stacy Moulder
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Elizabeth Ravenberg
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Bora Lim
- Breast Cancer Research Program, Baylor College of Medicine, Houston, TX, United States
| | - Jennifer Litton
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Debu Tripathym
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Vicente Valero
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Senthil Damodaran
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Gaiane M. Rauch
- Department of Abdominal Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Beatriz Adrada
- Department of Breast Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Rosalind Candelaria
- Department of Breast Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Jason B. White
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Abenaa Brewster
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Banu Arun
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - James P. Long
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Kim Anh Do
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Sam Hanash
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
- *Correspondence: Sam Hanash
| | - Johannes F. Fahrmann
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
- Johannes F. Fahrmann
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19
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Huertas-Caro CA, Ramirez MA, Gonzalez-Torres HJ, Sanabria-Salas MC, Serrano-Gómez SJ. Immune Lymphocyte Infiltrate and its Prognostic Value in Triple-Negative Breast Cancer. Front Oncol 2022; 12:910976. [PMID: 35924147 PMCID: PMC9342669 DOI: 10.3389/fonc.2022.910976] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Accepted: 06/20/2022] [Indexed: 11/16/2022] Open
Abstract
Triple-negative breast cancer (TNBC) occurs more frequently in young (<50 years) non-Hispanic black and Hispanic/Latina women. It is considered the most aggressive subtype of breast cancer, although, recently, immune infiltrate has been associated with long-term survival, lower risk of death and recurrence, and response to neoadjuvant chemotherapy. The aim of this review was to evaluate the clinical impact of the immune infiltrate in TNBC by discussing whether its prognostic value varies across different populations. A comprehensive systematic search in databases such as PubMed and Web of Science was conducted to include papers focused on tumor-infiltrating lymphocytes (TILs) in TNBC in different population groups and that were published before January 2021. TNBC patients with higher levels of TILs had longer overall survival and disease-free survival times compared with TNBC patients with low TIL levels. Similar results were observed for CD4+, CD8+ TIL populations. On the other hand, patients with high TIL levels showed a higher rate of pathological complete response regardless of the population group (Asian, European, and American). These results altogether suggest that TIL subpopulations might have a prognostic role in TNBC, but the underlying mechanism needs to be elucidated. Although the prognosis value of TILs was not found different between the population groups analyzed in the revised literature, further studies including underrepresented populations with different genetic ancestries are still necessary to conclude in this regard.
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Affiliation(s)
| | - Mayra Alejandra Ramirez
- Grupo de investigación en biología del cáncer, Instituto Nacional de Cancerología, Bogotá, Colombia
| | - Henry J. Gonzalez-Torres
- Doctorado en Ciencias Biomédicas, Universidad del Valle, Cali, Colombia
- Facultad de Ciencias de la Salud, Universidad Simón Bolívar, Barranquilla, Colombia
| | | | - Silvia J. Serrano-Gómez
- Grupo de apoyo y seguimiento para la investigación, Instituto Nacional de Cancerología, Bogotá, Colombia
- *Correspondence: Silvia J. Serrano-Gómez,
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20
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The role of peritumoral CD8 + /TIA1 + lymphocytes in hepatocellular carcinoma aggressiveness and recurrence after surgical resection. Pathol Res Pract 2022; 237:154016. [PMID: 35872367 DOI: 10.1016/j.prp.2022.154016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 07/08/2022] [Accepted: 07/09/2022] [Indexed: 11/22/2022]
Abstract
Hepatocellular carcinoma (HCC) is characterized by a low mutation burden and a relatively low number of tumor-infiltrating lymphocytes (TILs), making still difficult to identify targets for specific therapies. The aim of this study was the identification of the prognostic role of TILs in HCC, focusing on their distribution and status of activation. We retrospectively enrolled 41 patients, undergone to liver resection for HCC. A significant increase of CD8 + intratumoral lymphocytes was observed in HCCs with prevalent solid architecture, but with a higher PD-1/TIA1 ratio, suggesting that HCCs with solid architecture have more peri-tumoral lymphocytes, but with minor functionality. At multivariate and univariate analyses, TIA1/CD8 ratio correlated with tumor recurrence, meaning that HCC with more activated TILs are characterized by a higher tumor aggressiveness. The use of a feasible and cheap immunohistochemical panel can help in post-surgical prognostic stratification, focusing not only in the raw number and density of TILs, but more on their state of activation and morphology.
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21
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Xiao Y, Gao W. Therapeutic pattern and progress of neoadjuvant treatment for triple-negative breast cancer. Oncol Lett 2022; 24:219. [PMID: 35720488 PMCID: PMC9178680 DOI: 10.3892/ol.2022.13340] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Accepted: 05/03/2022] [Indexed: 11/23/2022] Open
Abstract
Triple-negative breast cancer (TNBC) is a heterogeneous disease, accounting for about 15.0-20.0% of all breast cancer cases. TNBC is associated with early recurrence and metastasis, strong invasiveness and a poor prognosis. Chemotherapy is currently the mainstay of treatment for TNBC, and achievement of a pathological complete response is closely associated with a long-term good prognosis. Improving the long-term prognosis in patients with TNBC is a challenge in breast cancer treatment, and more clinical evidence is needed to guide the choice of treatment strategies. The current study reviews the conventional treatment modality for TNBC and the selection of neoadjuvant chemotherapy (NACT) regimens available. The research progress on optimizing NACT regimens is also reviewed, and the uniqueness of the treatment of this breast cancer subtype is emphasized, in order to provide reference for the clinical practice and research with regard to TNBC treatment.
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Affiliation(s)
- Yan Xiao
- Department of Oncology, Dongguan Tungwah Hospital, Dongguan, Guangdong 523000, P.R. China
| | - Wencheng Gao
- Department of General Surgery, Dongguan Houjie Town People's Hospital, Dongguan, Guangdong 523962, P.R. China
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22
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Sheng DL, Shen XG, Shi ZT, Chang C, Li JW. Survival outcome assessment for triple-negative breast cancer: a nomogram analysis based on integrated clinicopathological, sonographic, and mammographic characteristics. Eur Radiol 2022; 32:6575-6587. [PMID: 35759017 PMCID: PMC9474369 DOI: 10.1007/s00330-022-08910-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Revised: 05/24/2022] [Accepted: 05/26/2022] [Indexed: 12/31/2022]
Abstract
Objective This study aimed to incorporate clinicopathological, sonographic, and mammographic characteristics to construct and validate a nomogram model for predicting disease-free survival (DFS) in patients with triple-negative breast cancer (TNBC). Methods Patients diagnosed with TNBC at our institution between 2011 and 2015 were retrospectively evaluated. A nomogram model was generated based on clinicopathological, sonographic, and mammographic variables that were associated with 1-, 3-, and 5-year DFS determined by multivariate logistic regression analysis in the training set. The nomogram model was validated according to the concordance index (C-index) and calibration curves in the validation set. Results A total of 636 TNBC patients were enrolled and divided into training cohort (n = 446) and validation cohort (n = 190). Clinical factors including tumor size > 2 cm, axillary dissection, presence of LVI, and sonographic features such as angular/spiculated margins, posterior acoustic shadows, and presence of suspicious lymph nodes on preoperative US showed a tendency towards worse DFS. The multivariate analysis showed that no adjuvant chemotherapy (HR = 6.7, 95% CI: 2.6, 17.5, p < 0.0005), higher axillary tumor burden (HR = 2.7, 95% CI: 1.0, 7.1, p = 0.045), and ≥ 3 malignant features on ultrasound (HR = 2.4, CI: 1.1, 5.0, p = 0.021) were identified as independent prognostic factors associated with poorer DFS outcomes. In the nomogram, the C-index was 0.693 for the training cohort and 0.694 for the validation cohort. The calibration plots also exhibited excellent consistency between the nomogram-predicted and actual survival probabilities in both the training and validation cohorts. Conclusions Clinical variables and sonographic features were correlated with the prognosis of TNBCs. The nomogram model based on three variables including no adjuvant chemotherapy, higher axillary tumor load, and more malignant sonographic features showed good predictive performance for poor survival outcomes of TNBC. Key Points • The absence of adjuvant chemotherapy, heavy axillary tumor load, and malignant-like sonographic features can predict DFS in patients with TNBC. • Mammographic features of TNBC could not predict the survival outcomes of patients with TNBC. • The nomogram integrating clinicopathological and sonographic characteristics is a reliable predictive model for the prognostic outcome of TNBC. Supplementary Information The online version contains supplementary material available at 10.1007/s00330-022-08910-4.
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Affiliation(s)
- Dan-Li Sheng
- Department of Medical Ultrasound, Fudan University Shanghai Cancer Center, No 270, Dong'an Road, Xuhui District, Shanghai, 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
| | - Xi-Gang Shen
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
- Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai, 200032, China
| | - Zhao-Ting Shi
- Department of Medical Ultrasound, Fudan University Shanghai Cancer Center, No 270, Dong'an Road, Xuhui District, Shanghai, 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
| | - Cai Chang
- Department of Medical Ultrasound, Fudan University Shanghai Cancer Center, No 270, Dong'an Road, Xuhui District, Shanghai, 200032, China.
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China.
| | - Jia-Wei Li
- Department of Medical Ultrasound, Fudan University Shanghai Cancer Center, No 270, Dong'an Road, Xuhui District, Shanghai, 200032, China.
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China.
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23
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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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24
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de Jong VMT, Wang Y, Ter Hoeve ND, Opdam M, Stathonikos N, Jóźwiak K, Hauptmann M, Cornelissen S, Vreuls W, Rosenberg EH, Koop EA, Varga Z, van Deurzen CHM, Mooyaart AL, Córdoba A, Groen EJ, Bart J, Willems SM, Zolota V, Wesseling J, Sapino A, Chmielik E, Ryska A, Broeks A, Voogd AC, Loi S, Michiels S, Sonke GS, van der Wall E, Siesling S, van Diest PJ, Schmidt MK, Kok M, Dackus GMHE, Salgado R, Linn SC. Prognostic Value of Stromal Tumor-Infiltrating Lymphocytes in Young, Node-Negative, Triple-Negative Breast Cancer Patients Who Did Not Receive (neo)Adjuvant Systemic Therapy. J Clin Oncol 2022; 40:2361-2374. [PMID: 35353548 PMCID: PMC9287283 DOI: 10.1200/jco.21.01536] [Citation(s) in RCA: 58] [Impact Index Per Article: 29.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
PURPOSE Triple-negative breast cancer (TNBC) is considered aggressive, and therefore, virtually all young patients with TNBC receive (neo)adjuvant chemotherapy. Increased stromal tumor-infiltrating lymphocytes (sTILs) have been associated with a favorable prognosis in TNBC. However, whether this association holds for patients who are node-negative (N0), young (< 40 years), and chemotherapy-naïve, and thus can be used for chemotherapy de-escalation strategies, is unknown. METHODS We selected all patients with N0 TNBC diagnosed between 1989 and 2000 from a Dutch population–based registry. Patients were age < 40 years at diagnosis and had not received (neo)adjuvant systemic therapy, as was standard practice at the time. Formalin-fixed paraffin-embedded blocks were retrieved (PALGA: Dutch Pathology Registry), and a pathology review including sTILs was performed. Patients were categorized according to sTILs (< 30%, 30%-75%, and ≥ 75%). Multivariable Cox regression was performed for overall survival, with or without sTILs as a covariate. Cumulative incidence of distant metastasis or death was analyzed in a competing risk model, with second primary tumors as competing risk. RESULTS sTILs were scored for 441 patients. High sTILs (≥ 75%; 21%) translated into an excellent prognosis with a 15-year cumulative incidence of a distant metastasis or death of only 2.1% (95% CI, 0 to 5.0), whereas low sTILs (< 30%; 52%) had an unfavorable prognosis with a 15-year cumulative incidence of a distant metastasis or death of 38.4% (32.1 to 44.6). In addition, every 10% increment of sTILs decreased the risk of death by 19% (adjusted hazard ratio: 0.81; 95% CI, 0.76 to 0.87), which are an independent predictor adding prognostic information to standard clinicopathologic variables (χ2 = 46.7, P < .001). CONCLUSION Chemotherapy-naïve, young patients with N0 TNBC with high sTILs (≥ 75%) have an excellent long-term prognosis. Therefore, sTILs should be considered for prospective clinical trials investigating (neo)adjuvant chemotherapy de-escalation strategies. Young cancer patients with TNBC and high sTILs have an excellent outcome, even without systemic treatment![]()
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Affiliation(s)
- Vincent M T de Jong
- Department of Molecular Pathology, Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Yuwei Wang
- Department of Molecular Pathology, Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Natalie D Ter Hoeve
- Division of Pathology, University Medical Center Utrecht, Utrecht, Netherlands
| | - Mark Opdam
- Department of Molecular Pathology, Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Nikolas Stathonikos
- Division of Pathology, University Medical Center Utrecht, Utrecht, Netherlands
| | - Katarzyna Jóźwiak
- Institute of Biostatistics and Registry Research, Brandenburg Medical School Theodor Fontane, Neuruppin, Germany
| | - Michael Hauptmann
- Institute of Biostatistics and Registry Research, Brandenburg Medical School Theodor Fontane, Neuruppin, Germany
| | - Sten Cornelissen
- Core Facility Molecular Pathology and Biobanking, Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Willem Vreuls
- Department of Pathology, Canisius Wilhelmina Ziekenhuis, Nijmegen, Netherlands
| | - Efraim H Rosenberg
- Department of Pathology, Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Esther A Koop
- Department of Pathology, Gelre Ziekenhuizen, Apeldoorn, Netherlands
| | - Zsuzsanna Varga
- Departement of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | | | - Antien L Mooyaart
- Department of Pathology, Erasmus University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Alicia Córdoba
- Department of Pathology, Complejo Hospitalario de Navarra, Pamplona, Spain
| | - Emma J Groen
- Department of Pathology, Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Joost Bart
- University of Groningen, University Medical Center Groningen, Department of Pathology and Medical Biology, Groningen, Netherlands
| | - Stefan M Willems
- University of Groningen, University Medical Center Groningen, Department of Pathology and Medical Biology, Groningen, Netherlands
| | - Vasiliki Zolota
- Department of Pathology, Rion University Hospital, Patras, Greece
| | - Jelle Wesseling
- Department of Molecular Pathology, Netherlands Cancer Institute, Amsterdam, Netherlands.,Department of Pathology, Netherlands Cancer Institute, Amsterdam, Netherlands.,Department of Pathology, Leiden University Medical Center, Leiden, Netherlands
| | - Anna Sapino
- Department of Medical Sciences, University of Torino, Torino, Italy.,Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy
| | - Ewa Chmielik
- Tumor Pathology Department, Maria Sklodowska-Curie Memorial National Research Institute of Oncology, Gliwice, Poland
| | - Ales Ryska
- Charles University Medical Faculty and University Hospital, Hradec Kralove, Czech Republic
| | - Annegien Broeks
- Core Facility Molecular Pathology and Biobanking, Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Adri C Voogd
- Department of Epidemiology, Maastricht University, Maastricht, Netherlands.,Department of Research and Development, Netherlands Comprehensive Cancer Organization (IKNL), Utrecht, Netherlands
| | - Sherene Loi
- Division of Clinical Medicine and Research, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Stefan Michiels
- Service de Biostatistique et d'Epidémiologie, Gustave Roussy, Oncostat U1018, Inserm, Paris-Saclay University, labeled Ligue Contre le Cancer, Villejuif, France
| | - Gabe S Sonke
- Department of Medical Oncology, Netherlands Cancer Institute, Amsterdam, Netherlands
| | | | - Sabine Siesling
- Division of Clinical Medicine and Research, Peter MacCallum Cancer Centre, Melbourne, Australia.,Department of Health Technology and Services Research, Technical Medical Centre, University of Twente, Enschede, Netherlands
| | - Paul J van Diest
- Division of Pathology, University Medical Center Utrecht, Utrecht, Netherlands
| | - Marjanka K Schmidt
- Department of Molecular Pathology, Netherlands Cancer Institute, Amsterdam, Netherlands.,Department of Clinical Genetics, Leiden University Medical Centre, Leiden, Netherlands
| | - Marleen Kok
- Department of Medical Oncology, Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Gwen M H E Dackus
- Department of Molecular Pathology, Netherlands Cancer Institute, Amsterdam, Netherlands.,Division of Pathology, University Medical Center Utrecht, Utrecht, Netherlands
| | - Roberto Salgado
- Division of Clinical Medicine and Research, Peter MacCallum Cancer Centre, Melbourne, Australia.,Department of Pathology, GZA-ZNA Hospitals, Antwerp, Belgium
| | - Sabine C Linn
- Department of Molecular Pathology, Netherlands Cancer Institute, Amsterdam, Netherlands.,Division of Pathology, University Medical Center Utrecht, Utrecht, Netherlands.,Department of Medical Oncology, Netherlands Cancer Institute, Amsterdam, Netherlands
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Prognostic Impact of High Baseline Stromal Tumor-Infiltrating Lymphocytes in the Absence of Pathologic Complete Response in Early-Stage Triple-Negative Breast Cancer. Cancers (Basel) 2022; 14:cancers14051323. [PMID: 35267631 PMCID: PMC8909018 DOI: 10.3390/cancers14051323] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Revised: 02/28/2022] [Accepted: 03/01/2022] [Indexed: 02/01/2023] Open
Abstract
Simple Summary High stromal tumor-infiltrating lymphocytes (sTILs) are associated with an improved pathologic complete response (pCR) and survival in triple-negative breast cancer (TNBC). We hypothesized that high baseline sTILs would have a favorable prognostic impact in TNBC patients without a pCR. In this study of 318 early-stage TNBC patients in a prospective clinical trial, event-free survival (EFS) in patients without a pCR was not significantly different between those with high sTILs and those with low sTILs (p = 0.7). Therefore, high baseline sTILs do not confer a benefit in EFS in the absence of a pCR. RNA-seq analysis predicted more CD8+ T cells in the high-sTIL group with favorable EFS compared with the high-sTIL group with unfavorable EFS, suggesting the type of lymphocytes within the TIL fraction may be an important parameter to consider for de-escalation strategies. The implications of our findings in the setting of immune checkpoint inhibitor therapy remain to be investigated. Abstract High stromal tumor-infiltrating lymphocytes (sTILs) are associated with an improved pathologic complete response (pCR) and survival in triple-negative breast cancer (TNBC). We hypothesized that high baseline sTILs would have a favorable prognostic impact in TNBC patients without a pCR after neoadjuvant chemotherapy (NACT). In this prospective NACT study, pretreatment biopsies from 318 patients with early-stage TNBC were evaluated for sTILs. Recursive partitioning analysis (RPA) was applied to search for the sTIL cutoff best associated with a pCR. With ≥20% sTILs identified as the optimal cutoff, 33% patients had high sTILs (pCR rate 64%) and 67% had low sTILs (pCR rate 29%). Patients were stratified according to the sTIL cutoff (low vs. high) and response to NACT (pCR vs. residual disease (RD)). The primary endpoint was event-free survival (EFS), with hazard ratios calculated using the Cox proportional hazards regression model and the 3-year restricted mean survival time (RMST) as primary measures. Within the high-sTIL group, EFS was better in patients with a pCR compared with those with RD (HR 0.05; 95% CI 0.01–0.39; p = 0.004). The difference in the 3-year RMST for EFS between the two groups was 5.6 months (95% CI 2.3–8.8; p = 0.001). However, among patients with RD, EFS was not significantly different between those with high sTILs and those with low sTILs (p = 0.7). RNA-seq analysis predicted more CD8+ T cells in the high-sTIL group with favorable EFS compared with the high-sTIL group with unfavorable EFS. This study did not demonstrate that high baseline sTILs confer a benefit in EFS in the absence of a pCR.
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26
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Mao Q, Liu S, Lv M, Sun Y, Zhang C, Li L. Nomogram for Predicting Overall Survival and Assessing the Survival Benefit of Adjuvant Treatment in pT1-2N0M0 Triple-Negative Breast Cancer: A Surveillance, Epidemiology, and End Results-Based Study. Front Oncol 2022; 11:663621. [PMID: 35284333 PMCID: PMC8914176 DOI: 10.3389/fonc.2021.663621] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Accepted: 12/29/2021] [Indexed: 01/10/2023] Open
Abstract
Background Accurate survival prediction of triple-negative breast cancer (TNBC) is essential in the decision-making of adjuvant treatment. The aim of this prospective study was to develop a nomogram that predicts overall survival and assists adjuvant treatment formulation. Methods A total of 16,977 patients with pT1-2N0M0 TNBC between 2010 and 2015 from the SEER database were enrolled. Independent prognostic factors associated with overall survival (OS) were identified using univariate and multivariate Cox regression hazards method and utilized to compose the nomogram. The survival benefit of adjuvant treatment on OS were analyzed after stratification by nomogram sum-score. Results Patients were randomized 7:3 into the training and validation cohorts. Multivariate analysis revealed that age at diagnosis, grade, tumor size, laterality, and mastectomy type were independent prognostic factors of OS and were integrated to develop a nomogram for predicting prognosis. Patients were stratified into 3 prognostic subgroups according to the sum-score of our nomogram. There were no significant differences found in OS between surgery alone and other adjuvant treatment strategies in low risk group. In moderate risk group, patients receiving chemotherapy or the combination of chemotherapy and radiotherapy showed better OS than those receiving surgery alone or radiotherapy alone. For patients in high risk group, the combination of chemotherapy and radiotherapy could maximally improve the overall survival rate of patients. Conclusion A novel nomogram for OS prediction and risk stratification in patients with pT1-2N0M0 TNBC was developed. This cohort study reveals the prognostic roles of different adjuvant treatment strategies in subgroups, which may provide a reference for the decision-making of postoperative treatment, eventually improving prognosis for individual patients.
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27
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Aspros KGM, Carter JM, Hoskin TL, Suman VJ, Subramaniam M, Emch MJ, Ye Z, Sun Z, Sinnwell JP, Thompson KJ, Tang X, Rodman EPB, Wang X, Nelson AW, Chernukhin I, Hamdan FH, Bruinsma ES, Carroll JS, Fernandez-Zapico ME, Johnsen SA, Kalari KR, Huang H, Leon-Ferre RA, Couch FJ, Ingle JN, Goetz MP, Hawse JR. Estrogen receptor beta repurposes EZH2 to suppress oncogenic NFκB/p65 signaling in triple negative breast cancer. NPJ Breast Cancer 2022; 8:20. [PMID: 35177654 PMCID: PMC8854734 DOI: 10.1038/s41523-022-00387-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Accepted: 01/21/2022] [Indexed: 12/14/2022] Open
Abstract
Triple Negative Breast Cancer (TNBC) accounts for 15-20% of all breast cancer cases, yet is responsible for a disproportionately high percentage of breast cancer mortalities. Thus, there is an urgent need to identify novel biomarkers and therapeutic targets based on the molecular events driving TNBC pathobiology. Estrogen receptor beta (ERβ) is known to elicit anti-cancer effects in TNBC, however its mechanisms of action remain elusive. Here, we report the expression profiles of ERβ and its association with clinicopathological features and patient outcomes in the largest cohort of TNBC to date. In this cohort, ERβ was expressed in approximately 18% of TNBCs, and expression of ERβ was associated with favorable clinicopathological features, but correlated with different overall survival outcomes according to menopausal status. Mechanistically, ERβ formed a co-repressor complex involving enhancer of zeste homologue 2/polycomb repressive complex 2 (EZH2/PRC2) that functioned to suppress oncogenic NFκB/RELA (p65) activity. Importantly, p65 was shown to be required for formation of this complex and for ERβ-mediated suppression of TNBC. Our findings indicate that ERβ+ tumors exhibit different characteristics compared to ERβ- tumors and demonstrate that ERβ functions as a molecular switch for EZH2, repurposing it for tumor suppressive activities and repression of oncogenic p65 signaling.
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Affiliation(s)
- Kirsten G M Aspros
- Department of Biochemistry and Molecular Biology, Mayo Clinic, Rochester, MN, 55905, USA
| | - Jodi M Carter
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, 55905, USA
| | - Tanya L Hoskin
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, 55905, USA
| | - Vera J Suman
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, 55905, USA
| | - Malayannan Subramaniam
- Department of Biochemistry and Molecular Biology, Mayo Clinic, Rochester, MN, 55905, USA
| | - Michael J Emch
- Department of Biochemistry and Molecular Biology, Mayo Clinic, Rochester, MN, 55905, USA
| | - Zhenqing Ye
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, 55905, USA
| | - Zhifu Sun
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, 55905, USA
| | - Jason P Sinnwell
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, 55905, USA
| | - Kevin J Thompson
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, 55905, USA
| | - Xiaojia Tang
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, 55905, USA
| | - Esther P B Rodman
- Department of Biochemistry and Molecular Biology, Mayo Clinic, Rochester, MN, 55905, USA
| | - Xiyin Wang
- Department of Biochemistry and Molecular Biology, Mayo Clinic, Rochester, MN, 55905, USA
| | - Adam W Nelson
- Cancer Research UK Cambridge Research Institute, University of Cambridge, Cambridge, UK
| | - Igor Chernukhin
- Cancer Research UK Cambridge Research Institute, University of Cambridge, Cambridge, UK
| | - Feda H Hamdan
- Gene Regulatory Mechanisms and Molecular Epigenetics Lab, Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, 55905, USA
| | - Elizabeth S Bruinsma
- Department of Biochemistry and Molecular Biology, Mayo Clinic, Rochester, MN, 55905, USA
| | - Jason S Carroll
- Cancer Research UK Cambridge Research Institute, University of Cambridge, Cambridge, UK
| | - Martin E Fernandez-Zapico
- Shulze Center for Novel Therapeutics, Division of Oncology Research, Mayo Clinic, Rochester, MN, 55905, USA
| | - Steven A Johnsen
- Gene Regulatory Mechanisms and Molecular Epigenetics Lab, Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, 55905, USA
| | - Krishna R Kalari
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, 55905, USA
| | - Haojie Huang
- Department of Biochemistry and Molecular Biology, Mayo Clinic, Rochester, MN, 55905, USA
- Department of Urology, Mayo Clinic, Rochester, MN, 55905, USA
| | | | - Fergus J Couch
- Department of Biochemistry and Molecular Biology, Mayo Clinic, Rochester, MN, 55905, USA
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, 55905, USA
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, 55905, USA
| | - James N Ingle
- Department of Oncology, Mayo Clinic, Rochester, MN, 55905, USA
| | - Matthew P Goetz
- Department of Oncology, Mayo Clinic, Rochester, MN, 55905, USA
| | - John R Hawse
- Department of Biochemistry and Molecular Biology, Mayo Clinic, Rochester, MN, 55905, USA.
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Tumor-infiltrating lymphocytes (TILs)/volume and prognosis: The value of TILs for survival in HER2 and TN breast cancer patients treated with chemotherapy. Ann Diagn Pathol 2022; 58:151930. [DOI: 10.1016/j.anndiagpath.2022.151930] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Revised: 01/27/2022] [Accepted: 02/21/2022] [Indexed: 11/17/2022]
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29
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Fan Y, He S. The Characteristics of Tumor Microenvironment in Triple Negative Breast Cancer. Cancer Manag Res 2022; 14:1-17. [PMID: 35018117 PMCID: PMC8740624 DOI: 10.2147/cmar.s316700] [Citation(s) in RCA: 43] [Impact Index Per Article: 21.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Accepted: 09/06/2021] [Indexed: 12/13/2022] Open
Abstract
Triple-negative breast cancer (TNBC) is a special subtype of breast cancer, accounting for 10-20% of breast cancers with high intrinsic heterogeneity. Its unique immune microenvironment, including high expression of vascular endothelial growth factors, tumor infiltrating lymphocytes (TILs), tumor-associated macrophages (TAMs), and other molecules that promote the growth and migration of tumor cells, has been shown to play a dual role in the occurrence, growth, and metastasis of TNBC. Understanding the TNBC microenvironment is of great significance for the prognosis and treatment of TNBC. In this article, we describe the composition and function of immune cells in the TNBC microenvironment and summarize the major cytokine growth factors and chemokines in the TNBC microenvironment. Finally, we discuss the progress of TNBC, cytokine-induced killer cell therapy, and immune checkpoint therapy.
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Affiliation(s)
- Yiqi Fan
- Department of Pharmacy, Zhujiang Hospital, Southern Medical University, Guangzhou, 510282, People’s Republic of China
| | - Shuai He
- Department of Pharmacy, Zhujiang Hospital, Southern Medical University, Guangzhou, 510282, People’s Republic of China
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30
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Dai B, Polley MYC. Two-Stage Adaptive Design for Prognostic Biomarker Signatures with a Survival Endpoint. Stat Biopharm Res 2022; 14:217-226. [PMID: 35601026 PMCID: PMC9122335 DOI: 10.1080/19466315.2020.1835710] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Cancer biomarker discoveries typically involve utilizing patient specimens. In practice, there is often strong desire to preserve high quality biospecimens for studies that are most likely to yield useful information. Previously, we proposed a two-stage adaptive design for binary endpoints which terminates the biomarker study in a futility interim if the model performance is unsatisfactory. In this work, we extend the two-stage design framework to accommodate time-to-event endpoints. The first stage of the procedure involves testing whether the measure of discrimination for survival models (C-index) exceeds a pre-specified threshold. We describe the computation of cross-validated C-index and evaluation of the statistical significance using re-sampling techniques. The second stage involves an independent model validation. Our simulation studies show that under the null hypothesis, the proposed design maintains type I error at the nominal level and has high probabilities of terminating the study early. Under the alternative hypothesis, power of the design is a function of the true event proportion, the sample size, and the targeted improvement in the discriminant measure. We apply the method to design of a prognostic biomarker study in patients with triple-negative breast cancer. Some practical aspects of the proposed method are discussed.
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Affiliation(s)
- Biyue Dai
- Department of Biostatistics, University of Iowa, Iowa City, USA
| | - Mei-Yin C. Polley
- Department of Public Health Sciences, University of Chicago, 5841 S. Maryland Ave, Chicago, Illinois, USA,
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31
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Abuhadra N, Stecklein S, Sharma P, Moulder S. OUP accepted manuscript. Oncologist 2022; 27:30-39. [PMID: 35305094 PMCID: PMC8842325 DOI: 10.1093/oncolo/oyab003] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Accepted: 11/16/2021] [Indexed: 11/15/2022] Open
Abstract
Triple-negative breast cancer (TNBC) accounts for approximately 15%-20% of breast cancers diagnosed worldwide, which amounts to almost 200 000 cases each year. Although historically TNBC is considered difficult to treat with a poor prognosis, there is emerging evidence showing excellent response rates in a subset of TNBC patients. Attempts to de-escalate chemotherapy in hormone-receptor-positive (HR+) and HER2-neu amplified breast cancer subtypes have been successful. At present, robust strategies to personalize therapy in early-stage TNBC do not exist, and despite excellent response rates in a subset of patients, all patients are exposed to the same several cycles of cytotoxic chemotherapy. Personalizing therapy in TNBC represents a challenge due to the scarcity of treatment options outside of cytotoxic chemotherapy and limited predictive and prognostic biomarkers to tailor treatment. Recent developments in understanding TNBC biology have sparked interest in exploring treatment optimization and personalization with the goal of achieving excellent response rates and long-term clinical outcomes, while simultaneously reducing physical, psychological, and financial toxicities for select patients. Here, we provide an update on the current evidence to support future studies examining de-escalating chemotherapy in patients with low-risk TNBC and adjuvant intensification strategies to improve outcomes for patients who are at high risk for systemic failure despite current standard-of-care treatments.
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Affiliation(s)
- Nour Abuhadra
- Breast Medicine Service, Division of Solid Tumor Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Corresponding author: Nour Abuhadra, MD, Breast Medicine Service, Division of Solid Tumor Oncology, Department of Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY 10065, USA.
| | - Shane Stecklein
- Department of Radiation Oncology, University of Kansas Medical Center, Kansas City, KS, USA
| | - Priyanka Sharma
- Division of Medical Oncology, Department of Internal Medicine, University of Kansas Medical Center, Kansas City, KS, USA
| | - Stacy Moulder
- Eli Lilly and Company. Lilly Corporate Center, Indianapolis, IN, USA
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32
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Li Y, Kong X, Xuan L, Wang Z, Huang YH. Prolactin and endocrine therapy resistance in breast cancer: The next potential hope for breast cancer treatment. J Cell Mol Med 2021; 25:10327-10348. [PMID: 34651424 PMCID: PMC8581311 DOI: 10.1111/jcmm.16946] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Revised: 08/21/2021] [Accepted: 09/19/2021] [Indexed: 12/20/2022] Open
Abstract
Breast cancer, a hormone‐dependent tumour, generally includes four molecular subtypes (luminal A, luminal B, HER2 enriched and triple‐negative) based on oestrogen receptor, progesterone receptor and human epidermal growth factor receptor‐2. Multiple hormones in the body regulate the development of breast cancer. Endocrine therapy is one of the primary treatments for hormone‐receptor‐positive breast cancer, but endocrine resistance is the primary clinical cause of treatment failure. Prolactin (PRL) is a protein hormone secreted by the pituitary gland, mainly promoting mammary gland growth, stimulating and maintaining lactation. Previous studies suggest that high PRL levels can increase the risk of invasive breast cancer in women. The expression levels of PRL and PRLR in breast cancer cells and breast cancer tissues are elevated in most ER+ and ER− tumours. PRL activates downstream signalling pathways and affects endocrine therapy resistance by combining with prolactin receptor (PRLR). In this review, we illustrated and summarized the correlations between endocrine therapy resistance in breast cancer and PRL, as well as the pathophysiological mechanisms and clinical practices. The study on PRL and its receptor would help explore reversing endocrine therapy‐resistance for breast cancer.
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Affiliation(s)
- Yuan Li
- Department of Breast Surgical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xiangyi Kong
- Department of Breast Surgical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Lixue Xuan
- Department of Breast Surgical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Zhongzhao Wang
- Department of Breast Surgical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yen-Hua Huang
- Department of Biochemistry and Molecular Cell Biology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
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33
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Carter JM, Polley MYC, Leon-Ferre RA, Sinnwell J, Thompson KJ, Wang X, Ma Y, Zahrieh D, Kachergus JM, Solanki M, Boughey JC, Liu MC, Ingle JN, Kalari KR, Couch FJ, Thompson EA, Goetz MP. Characteristics and Spatially Defined Immune (micro)landscapes of Early-stage PD-L1-positive Triple-negative Breast Cancer. Clin Cancer Res 2021; 27:5628-5637. [PMID: 34108182 PMCID: PMC8808363 DOI: 10.1158/1078-0432.ccr-21-0343] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2021] [Revised: 04/15/2021] [Accepted: 06/01/2021] [Indexed: 12/14/2022]
Abstract
PURPOSE Programmed death ligand 1 [PD-(L)1]-targeted therapies have shown modest survival benefit in triple-negative breast cancer (TNBC). PD-L1+ microenvironments in TNBC are not well characterized and may inform combinatorial immune therapies. Herein, we characterized clinicopathologic features, RNA-based immune signatures, and spatially defined protein-based tumor-immune microenvironments (TIME) in early-stage PD-L1+ and PD-L1- TNBC. EXPERIMENTAL DESIGN From a large cohort of chemotherapy-naïve TNBC, clinicopathologic features, deconvoluted RNA immune signatures, and intraepithelial and stromal TIME (Nanostring GeoMX) were identified in subsets of PD-L1+ and PD-L1- TNBC, as defined by FDA-approved PD-L1 companion assays. RESULTS 228 of 499 (46%) TNBC were PD-L1+ (SP142: ≥1% immune cells-positive). Using PD-L1 22C3, 46% had combined positive score (CPS) ≥ 1 and 16% had CPS ≥10. PD-L1+ TNBC were higher grade with higher tumor-infiltrating lymphocytes (TIL; P < 0.05). PD-L1 was not associated with improved survival following adjustment for TILs and other variables. RNA profiles of PD-L1+ TNBC had increased dendritic cell, macrophage, and T/B cell subset features; and decreased myeloid-derived suppressor cells. PD-L1+ stromal and intraepithelial TIMEs were highly enriched in IDO-1, HLA-DR, CD40, and CD163 compared with PD-L1-TIME, with spatially specific alterations in CTLA-4, Stimulator of Interferon Genes (STING), and fibronectin. Macrophage- and antigen presentation-related proteins correlated most strongly with PD-L1 protein. CONCLUSIONS In this early-stage TNBC cohort, nearly 50% were PD-L1+ (SP142 companion assay) while 16% were PD-L1+ with the 22C3 companion assay. PD-L1+ TNBC had specific myeloid-derived and lymphoid features. Spatially defined PD-L1+ TIME were enriched in several clinically actionable immune proteins. These data may inform future studies on combinatorial immunotherapies for patients with PD-L1+ TNBC.See related commentary by Symmans, p. 5446.
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Affiliation(s)
- Jodi M Carter
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota.
| | - Mei-Yin C Polley
- Department of Public Health Sciences, The University of Chicago, Chicago, Illinois
| | | | - Jason Sinnwell
- Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota
| | - Kevin J Thompson
- Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota
| | - Xue Wang
- Department of Health Sciences Research, Mayo Clinic, Jacksonville, Florida
| | - Yaohua Ma
- Department of Health Sciences Research, Mayo Clinic, Jacksonville, Florida
| | - David Zahrieh
- Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota
| | | | - Malvika Solanki
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota
| | - Judy C Boughey
- Department of Surgery, Mayo Clinic, Rochester, Minnesota
| | - Minetta C Liu
- Department of Oncology, Mayo Clinic, Rochester, Minnesota
| | - James N Ingle
- Department of Oncology, Mayo Clinic, Rochester, Minnesota
| | - Krishna R Kalari
- Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota
| | - Fergus J Couch
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota
- Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota
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34
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Peng W, Lin C, Jing S, Su G, Jin X, Di G, Shao Z. A Novel Seven Gene Signature-Based Prognostic Model to Predict Distant Metastasis of Lymph Node-Negative Triple-Negative Breast Cancer. Front Oncol 2021; 11:746763. [PMID: 34604089 PMCID: PMC8481824 DOI: 10.3389/fonc.2021.746763] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2021] [Accepted: 09/02/2021] [Indexed: 12/26/2022] Open
Abstract
Background The prognosis of lymph node-negative triple-negative breast cancer (TNBC) is still worse than that of other subtypes despite adjuvant chemotherapy. Reliable prognostic biomarkers are required to identify lymph node-negative TNBC patients at a high risk of distant metastasis and optimize individual treatment. Methods We analyzed the RNA sequencing data of primary tumor tissue and the clinicopathological data of 202 lymph node-negative TNBC patients. The cohort was randomly divided into training and validation sets. Least absolute shrinkage and selection operator Cox regression and multivariate Cox regression were used to construct the prognostic model. Results A clinical prognostic model, seven-gene signature, and combined model were constructed using the training set and validated using the validation set. The seven-gene signature was established based on the genomic variables associated with distant metastasis after shrinkage correction. The difference in the risk of distant metastasis between the low- and high-risk groups was statistically significant using the seven-gene signature (training set: P < 0.001; validation set: P = 0.039). The combined model showed significance in the training set (P < 0.001) and trended toward significance in the validation set (P = 0.071). The seven-gene signature showed improved prognostic accuracy relative to the clinical signature in the training data (AUC value of 4-year ROC, 0.879 vs. 0.699, P = 0.046). Moreover, the composite clinical and gene signature also showed improved prognostic accuracy relative to the clinical signature (AUC value of 4-year ROC: 0.888 vs. 0.699, P = 0.029; AUC value of 5-year ROC: 0.882 vs. 0.693, P = 0.038). A nomogram model was constructed with the seven-gene signature, patient age, and tumor size. Conclusions The proposed signature may improve the risk stratification of lymph node-negative TNBC patients. High-risk lymph node-negative TNBC patients may benefit from treatment escalation.
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Affiliation(s)
- Wenting Peng
- Department of Breast Surgery, Fudan University Shanghai Cancer Center, Shanghai, China.,Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China.,Department of Breast Surgery, The Affiliated Changzhou No. 2 People's Hospital of Nanjing Medical University, Changzhou, China
| | - Caijin Lin
- Department of Breast Surgery, Fudan University Shanghai Cancer Center, Shanghai, China.,Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Shanshan Jing
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China.,Department of Nursing Administration, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Guanhua Su
- Department of Breast Surgery, Fudan University Shanghai Cancer Center, Shanghai, China.,Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Xi Jin
- Department of Breast Surgery, Fudan University Shanghai Cancer Center, Shanghai, China.,Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Genhong Di
- Department of Breast Surgery, Fudan University Shanghai Cancer Center, Shanghai, China.,Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Zhiming Shao
- Department of Breast Surgery, Fudan University Shanghai Cancer Center, Shanghai, China.,Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
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35
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Clark CA, Yang ES. Harnessing DNA Repair Defects to Augment Immune-Based Therapies in Triple-Negative Breast Cancer. Front Oncol 2021; 11:703802. [PMID: 34631532 PMCID: PMC8497895 DOI: 10.3389/fonc.2021.703802] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Accepted: 08/23/2021] [Indexed: 12/13/2022] Open
Abstract
Triple-negative breast cancer (TNBC) has poor prognosis with limited treatment options, with little therapeutic progress made during the past several decades. DNA damage response (DDR) associated therapies, including radiation and inhibitors of DDR, demonstrate potential efficacy against TNBC, especially under the guidance of genomic subtype-directed treatment. The tumor immune microenvironment also contributes greatly to TNBC malignancy and response to conventional and targeted therapies. Immunotherapy represents a developing trend in targeted therapies directed against TNBC and strategies combining immunotherapy and modulators of the DDR pathways are being pursued. There is increasing understanding of the potential interplay between DDR pathways and immune-associated signaling. As such, the question of how we treat TNBC regarding novel immuno-molecular strategies is continually evolving. In this review, we explore the current and upcoming treatment options of TNBC in the context of DNA repair mechanisms and immune-based therapies, with a focus on implications of recent genomic analyses and clinical trial findings.
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Affiliation(s)
- Curtis A. Clark
- Department of Radiation Oncology, University of Alabama at Birmingham (UAB) School of Medicine, Birmingham, AL, United States
| | - Eddy S. Yang
- Department of Radiation Oncology, University of Alabama at Birmingham (UAB) School of Medicine, Birmingham, AL, United States
- O’Neal Comprehensive Cancer Center, University of Alabama at Birmingham (UAB) School of Medicine, Birmingham, AL, United States
- Hugh Kaul Precision Medicine Institute, University of Alabama at Birmingham (UAB) School of Medicine, Birmingham, AL, United States
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Hossain F, Majumder S, David J, Miele L. Precision Medicine and Triple-Negative Breast Cancer: Current Landscape and Future Directions. Cancers (Basel) 2021; 13:cancers13153739. [PMID: 34359640 PMCID: PMC8345034 DOI: 10.3390/cancers13153739] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Revised: 07/10/2021] [Accepted: 07/13/2021] [Indexed: 12/13/2022] Open
Abstract
Simple Summary The implementation of precision medicine will revolutionize cancer treatment paradigms. Notably, this goal is not far from reality: genetically similar cancers can be treated similarly. The heterogeneous nature of triple-negative breast cancer (TNBC) made it a suitable candidate to practice precision medicine. Using TNBC molecular subtyping and genomic profiling, a precision medicine-based clinical trial is ongoing. This review summarizes the current landscape and future directions of precision medicine and TNBC. Abstract Triple-negative breast cancer (TNBC) is an aggressive and heterogeneous subtype of breast cancer associated with a high recurrence and metastasis rate that affects African-American women disproportionately. The recent approval of targeted therapies for small subgroups of TNBC patients by the US ‘Food and Drug Administration’ is a promising development. The advancement of next-generation sequencing, particularly somatic exome panels, has raised hopes for more individualized treatment plans. However, the use of precision medicine for TNBC is a work in progress. This review will discuss the potential benefits and challenges of precision medicine for TNBC. A recent clinical trial designed to target TNBC patients based on their subtype-specific classification shows promise. Yet, tumor heterogeneity and sub-clonal evolution in primary and metastatic TNBC remain a challenge for oncologists to design adaptive precision medicine-based treatment plans.
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Affiliation(s)
- Fokhrul Hossain
- Department of Genetics, Louisiana State University Health Sciences Center (LSUHSC), New Orleans, LA 70112, USA; (S.M.); (L.M.)
- Stanley S. Scott Cancer Center, Louisiana State University Health Sciences Center (LSUHSC), New Orleans, LA 70112, USA
- Correspondence:
| | - Samarpan Majumder
- Department of Genetics, Louisiana State University Health Sciences Center (LSUHSC), New Orleans, LA 70112, USA; (S.M.); (L.M.)
- Stanley S. Scott Cancer Center, Louisiana State University Health Sciences Center (LSUHSC), New Orleans, LA 70112, USA
| | - Justin David
- School of Medicine, Louisiana State University Health Sciences Center (LSUHSC), New Orleans, LA 70112, USA;
| | - Lucio Miele
- Department of Genetics, Louisiana State University Health Sciences Center (LSUHSC), New Orleans, LA 70112, USA; (S.M.); (L.M.)
- Stanley S. Scott Cancer Center, Louisiana State University Health Sciences Center (LSUHSC), New Orleans, LA 70112, USA
- School of Medicine, Louisiana State University Health Sciences Center (LSUHSC), New Orleans, LA 70112, USA;
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Wang Y, Zong B, Yu Y, Wang Y, Tang Z, Chen R, Huang M, Liu S. Ki67 Index Changes and Tumor-Infiltrating Lymphocyte Levels Impact the Prognosis of Triple-Negative Breast Cancer Patients With Residual Disease After Neoadjuvant Chemotherapy. Front Oncol 2021; 11:668610. [PMID: 34235079 PMCID: PMC8256666 DOI: 10.3389/fonc.2021.668610] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Accepted: 06/02/2021] [Indexed: 11/13/2022] Open
Abstract
Purpose The aim of this study was to assess the prognostic influence of Ki67 index changes in patients with primary triple-negative breast cancer (TNBC) treated with neoadjuvant chemotherapy (NAC), and to evaluate whether the combination of Ki67 index changes and residual disease (RD) tumor-infiltrating lymphocytes (TILs) provides additional prognostic information for this group. Materials and Methods Data from 109 patients with primary TNBC and RD after NAC were analyzed retrospectively. Ki67 changes and RD TIL levels were investigated for associations with recurrence-free survival (RFS) and overall survival (OS) using Kaplan-Meier and Cox analyses. Results Ki67 index decreased after NAC in 53 patients (48.6%) and high RD TIL levels (≥30%) were observed in 54 patients (49.5%). In multivariate Cox analyses, no Ki67 decrease status and low RD TIL levels were significantly associated with reduced RFS (hazard ratio (HR): 2.038, 95% confidence interval (CI): 1.135-3.658, P = 0.017; HR: 2.493, 95% CI: 1.335-4.653, P = 0.004), and OS (HR: 2.187, 95% CI: 1.173-4.077, P = 0.014; HR: 2.499, 95% CI: 1.285-4.858, P = 0.007), respectively. Notably, low RD TIL levels were significantly associated with reduced RFS (HR: 3.567, 95% CI: 1.475-8.624, P = 0.005) and reduced OS (HR: 3.873, 95% CI: 1.512-9.918, P = 0.005) in only the no Ki67 decrease group. The differences in 3-year RFS and OS between patients with no Ki67 decrease and low or high RD TIL levels were 24.4% vs 79.1% (P = 0.0001) and 33.1% vs 87.5% (P = 0.0001), respectively. Conclusion Ki67 index changes and RD TIL levels were associated with the prognosis of patients with primary TNBC with RD after NAC. RD TIL levels had greater prognostic significance in the no Ki67 decrease group.
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Affiliation(s)
- Yihua Wang
- Department of Endocrine and Breast Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Beige Zong
- Department of Endocrine and Breast Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Yu Yu
- Department of Pathology, Chongqing Medical University, Chongqing, China
| | - Yu Wang
- Department of Endocrine and Breast Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Zhenrong Tang
- Department of Endocrine and Breast Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Rui Chen
- Department of Endocrine and Breast Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.,Department of Thyroid and Breast Surgery, The Affiliated Hospital of Zunyi Medical University, Zunyi, China
| | - Man Huang
- Department of Endocrine and Breast Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Shengchun Liu
- Department of Endocrine and Breast Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
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Trapani D, Giugliano F, Uliano J, Zia VAA, Marra A, Viale G, Ferraro E, Esposito A, Criscitiello C, D'amico P, Curigliano G. Benefit of adjuvant chemotherapy in patients with special histology subtypes of triple-negative breast cancer: a systematic review. Breast Cancer Res Treat 2021; 187:323-337. [PMID: 34043122 DOI: 10.1007/s10549-021-06259-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Accepted: 05/11/2021] [Indexed: 12/15/2022]
Abstract
PURPOSE Breast cancer (BC) is a leading cause of morbidity, disability, and mortality in women, worldwide; triple-negative BC (TNBC) is a subtype traditionally associated with poorer prognosis. TNBC special histology subtypes present distinct clinical and molecular features and sensitivity to antineoplastic treatments. However, no consensus has been defined on the best adjuvant therapy. The aim of the review is to study the evidence from literature to inform the choice of adjuvant treatments in this setting. METHODS We systematically searched literature assessing the benefit of adjuvant chemotherapy in patients with TNBC special histotypes (PROSPERO: CRD42020153818). RESULTS We screened 6404 records (15 included). All the studies estimated the benefit of different chemotherapy regimens, in retrospective cohorts (median size: 69 patients (range min-max: 17-5142); median follow-up: 51 months (range: 21-268); mostly in Europe and USA). In patients with early-stage adenoid cystic TNBC, a marginal role of chemotherapy was reported. Similar for apocrine TNBC. Medullary tumors exhibited an intrinsic good prognosis with a limited role of chemotherapy, suggested to be modulated by the presence of tumor-infiltrating lymphocytes. A significant impact of chemotherapy on the overall survival was estimated in patients with metaplastic TNBC. Limitations were related to the retrospective design of all the studies and heterogeneous treatments received by the patients. CONCLUSIONS There is potential opportunity to consider treatment de-escalation and less intense therapies in some patients with early, special histology-type TNBC. International efforts are indispensable to validate prospective clinical decision models.
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Affiliation(s)
- D Trapani
- Division of Early Drug Development for Innovative Therapies, European Institute of Oncology IRCCS, Via Ripamonti 435, 20141, Milan, Italy
| | - F Giugliano
- Division of Early Drug Development for Innovative Therapies, European Institute of Oncology IRCCS, Via Ripamonti 435, 20141, Milan, Italy.,Department of Oncology and Hematology (DIPO), University of Milan "La Statale", Via Festa Del Perdono 1, 20122, Milan, Italy
| | - J Uliano
- Division of Early Drug Development for Innovative Therapies, European Institute of Oncology IRCCS, Via Ripamonti 435, 20141, Milan, Italy.,Department of Oncology and Hematology (DIPO), University of Milan "La Statale", Via Festa Del Perdono 1, 20122, Milan, Italy
| | - V A A Zia
- Division of Medical Oncology, Escola Paulista de Medicina, Federal University of São Paulo (UNIFESP), São Paulo, SP, 04037-004, Brazil
| | - A Marra
- Division of Early Drug Development for Innovative Therapies, European Institute of Oncology IRCCS, Via Ripamonti 435, 20141, Milan, Italy.,Department of Oncology and Hematology (DIPO), University of Milan "La Statale", Via Festa Del Perdono 1, 20122, Milan, Italy
| | - G Viale
- Division of Early Drug Development for Innovative Therapies, European Institute of Oncology IRCCS, Via Ripamonti 435, 20141, Milan, Italy
| | - E Ferraro
- Division of Early Drug Development for Innovative Therapies, European Institute of Oncology IRCCS, Via Ripamonti 435, 20141, Milan, Italy.,Department of Oncology and Hematology (DIPO), University of Milan "La Statale", Via Festa Del Perdono 1, 20122, Milan, Italy
| | - A Esposito
- Division of Early Drug Development for Innovative Therapies, European Institute of Oncology IRCCS, Via Ripamonti 435, 20141, Milan, Italy
| | - C Criscitiello
- Division of Early Drug Development for Innovative Therapies, European Institute of Oncology IRCCS, Via Ripamonti 435, 20141, Milan, Italy.,Department of Oncology and Hematology (DIPO), University of Milan "La Statale", Via Festa Del Perdono 1, 20122, Milan, Italy
| | - P D'amico
- Division of Early Drug Development for Innovative Therapies, European Institute of Oncology IRCCS, Via Ripamonti 435, 20141, Milan, Italy.,Department of Oncology and Hematology (DIPO), University of Milan "La Statale", Via Festa Del Perdono 1, 20122, Milan, Italy
| | - G Curigliano
- Division of Early Drug Development for Innovative Therapies, European Institute of Oncology IRCCS, Via Ripamonti 435, 20141, Milan, Italy. .,Department of Oncology and Hematology (DIPO), University of Milan "La Statale", Via Festa Del Perdono 1, 20122, Milan, Italy.
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An X, Lei X, Huang R, Luo R, Li H, Xu F, Yuan Z, Wang S, de Nonneville A, Gonçalves A, Houvenaeghel G, Li J, Xue C, Shi Y. Adjuvant chemotherapy for small, lymph node-negative, triple-negative breast cancer: A single-center study and a meta-analysis of the published literature. Cancer 2021; 126 Suppl 16:3837-3846. [PMID: 32710666 DOI: 10.1002/cncr.32878] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2019] [Revised: 01/26/2020] [Accepted: 02/20/2020] [Indexed: 12/27/2022]
Abstract
BACKGROUND Current guidelines recommend adjuvant chemotherapy for patients with small, lymph node-negative, triple-negative breast cancer (TNBC) measuring >5 mm (T1b disease), but clinical evidence to support this recommendation is lacking. Thus, the current study aimed to evaluate the survival benefit of adjuvant chemotherapy in patients with T1N0M0 (measuring ≤2 cm) TNBC with different tumor sizes. METHODS The authors retrospectively evaluated consecutive patients with pT1N0M0 TNBC who were diagnosed between 2000 and 2016 at Sun Yat-Sen University Cancer Center. For the meta-analysis, electronic medical databases were searched for all relevant studies regarding the effect of adjuvant chemotherapy on the target population. RESULTS Of the 351 enrolled patients, 309 (88%) received adjuvant chemotherapy and 42 patients (12%) did not. The distribution by T classification was T1a in 19 patients (5.4%), T1b in 67 patients (19.1%), and T1c in 265 patients (75.5%). Adjuvant chemotherapy significantly improved recurrence-free survival (RFS) in the patients with T1c disease, but not those with T1b and T1a disease. Meanwhile, there was no difference in RFS noted according to the chemotherapy regimen among patients with T1c disease. Seven eligible studies comprising 1525 patients with T1N0M0 (941 with T1a/bN0M0) were included in the meta-analysis. The meta-analysis demonstrated that adjuvant chemotherapy significantly reduced the rate of disease recurrence for patients with T1a/b disease as a group, but the population driving that was only patients with T1b disease, not those with T1a disease. CONCLUSIONS Although the retrospective analysis demonstrated a survival benefit of adjuvant chemotherapy only for patients with T1cN0 TNBC, the meta-analysis showed it also is beneficial for individuals with T1bN0 TNBC. For patients with T1cN0M0 TNBC, less intensive chemotherapy regimens achieve an excellent survival outcome similar to that of intensive anthracycline and taxane combination chemotherapy.
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Affiliation(s)
- Xin An
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China.,Department of Medical Oncology, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Xuefen Lei
- Department of Medical Oncology, The Second Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Riqing Huang
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China.,Department of Medical Oncology, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Rongzhen Luo
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China.,Department of Pathology, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Haifeng Li
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China.,Department of Medical Oncology, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Fei Xu
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China.,Department of Medical Oncology, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Zhongyu Yuan
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China.,Department of Medical Oncology, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Shusen Wang
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China.,Department of Medical Oncology, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Alexandre de Nonneville
- Department of Medical Oncology, Aix-Marseille University, CNRS, INSERM, Institut Paoli-Calmettes, CRCM, Marseille, France
| | - Anthony Gonçalves
- Department of Medical Oncology, Aix-Marseille University, CNRS, INSERM, Institut Paoli-Calmettes, CRCM, Marseille, France
| | - Gilles Houvenaeghel
- Department of Surgical Oncology, Aix-Marseille University, CNRS, INSERM, Institute Paoli-Calmettes, CRCM, Marseille, France
| | - JiBin Li
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China.,Department of Clinical Research, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Cong Xue
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China.,Department of Medical Oncology, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Yanxia Shi
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China.,Department of Medical Oncology, Sun Yat-sen University Cancer Center, Guangzhou, China
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Boissière-Michot F, Jacot W, Massol O, Mollevi C, Lazennec G. CXCR2 Levels Correlate with Immune Infiltration and a Better Prognosis of Triple-Negative Breast Cancers. Cancers (Basel) 2021; 13:cancers13102328. [PMID: 34066060 PMCID: PMC8151934 DOI: 10.3390/cancers13102328] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Revised: 05/07/2021] [Accepted: 05/10/2021] [Indexed: 12/15/2022] Open
Abstract
Simple Summary Tumor microenvironment is critical for cancer progression. The role of the chemokine receptors in breast cancers is still under investigation. The aim of this study was to focus on a retrospective cohort of triple-negative breast cancers (TNBCs) and analyze the involvement of CXCR2 and its link with immune infiltration and immune checkpoint markers. High densities of CXCR2-positive cells were associated with high-grade tumors. Higher quantities of CXCR2-positive cells were correlated with elevated density of tumor-infiltrating lymphocytes (TILs), CD8+ cytotoxic lymphocytes, expression of PD-L1 by tumor and stromal cells and of PD-1 by stromal cells. In univariate analysis, low levels of CXCR2 were correlated with poor OS and RFS. In multivariate analysis, low levels of CXCR2 were associated with poor OS. Overall, our data highlight the potential beneficial association of high levels of CXCR2 with a subgroup of TNBC patients characterized by a better prognosis. Abstract Chemokines and their receptors are key players in breast cancer progression and outcome. Previous studies have shown that the chemokine receptor CXCR2 was expressed at higher levels by cells of the tumor microenvironment in triple-negative breast cancers (TNBCs). The aim of this study was to focus our attention on a retrospective cohort of 290 TNBC cases and analyze the involvement of CXCR2, CD11b (a marker of granulocytes) and CD66b (a marker of neutrophils) and their link with immune infiltration and immune checkpoint markers. We report that high densities of CXCR2-, CD11b- and CD66b-positive cells were associated with high-grade tumors. Moreover, molecular apocrine TNBCs, defined here as tumors that express both AR and FOXA1 biomarkers, exhibited low levels of CXCR2 and CD11b. High CXCR2 and CD11b levels were correlated with elevated density of tumor-infiltrating lymphocytes (TILs), CD8+ cytotoxic lymphocytes, expression of PD-L1 by tumor and stromal cells and of PD-1 by stromal cells. On the other hand, CD66b levels were associated only with CD8+, stromal PD-L1 and PD-1 expression. In univariate analysis, low levels of CXCR2 were correlated with poor OS and RFS. In multivariate analysis, low levels of CXCR2 were associated with poor OS. Finally, in TNBC treated with adjuvant chemotherapy, CXCR2 density was associated with longer RFS. Overall, our data highlight the potential beneficial association of high levels of CXCR2 with a subgroup of TNBC patients characterized by a better prognosis.
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Affiliation(s)
- Florence Boissière-Michot
- Institut Régional du Cancer de Montpellier (ICM), Val d’Aurelle, 34298 Montpellier, France; (F.B.-M.); (W.J.); (O.M.); (C.M.)
| | - William Jacot
- Institut Régional du Cancer de Montpellier (ICM), Val d’Aurelle, 34298 Montpellier, France; (F.B.-M.); (W.J.); (O.M.); (C.M.)
- Montpellier University, 34090 Montpellier, France
- Institut de Recherche en Cancérologie de Montpellier (IRCM), Inserm U1194, 34298 Montpellier, France
| | - Océane Massol
- Institut Régional du Cancer de Montpellier (ICM), Val d’Aurelle, 34298 Montpellier, France; (F.B.-M.); (W.J.); (O.M.); (C.M.)
| | - Caroline Mollevi
- Institut Régional du Cancer de Montpellier (ICM), Val d’Aurelle, 34298 Montpellier, France; (F.B.-M.); (W.J.); (O.M.); (C.M.)
- Institut Desbrest d’Epidémiologie et de Santé Publique, UMR Inserm—Université de Montpellier, 34090 Montpellier, France
| | - Gwendal Lazennec
- CNRS, SYS2DIAG, ALCEDIAG, Cap Delta, 1682 Rue de la Valsière, 34184 Montpellier, France
- CNRS, GDR 3697 “Microenvironment of Tumor Niches”, Micronit, France
- Correspondence:
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Polley MYC, Dignam JJ. Statistical Considerations in the Evaluation of Continuous Biomarkers. J Nucl Med 2021; 62:605-611. [PMID: 33579807 DOI: 10.2967/jnumed.120.251520] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Accepted: 01/19/2021] [Indexed: 01/02/2023] Open
Abstract
Discovery of biomarkers has been steadily increasing over the past decade. Although a plethora of biomarkers has been reported in the biomedical literature, few have been sufficiently validated for broader clinical applications. One particular challenge that may have hindered the adoption of biomarkers into practice is the lack of reproducible biomarker cut points. In this article, we attempt to identify some common statistical issues related to biomarker cut point identification and provide guidance on proper evaluation, interpretation, and validation of such cut points. First, we illustrate how discretization of a continuous biomarker using sample percentiles results in significant information loss and should be avoided. Second, we review the popular "minimal-P-value" approach for cut point identification and show that this method results in highly unstable P values and unduly increases the chance of significant findings when the biomarker is not associated with outcome. Third, we critically review a common analysis strategy by which the selected biomarker cut point is used to categorize patients into different risk categories and then the difference in survival curves among these risk groups in the same dataset is claimed as the evidence supporting the biomarker's prognostic strength. We show that this method yields an exaggerated P value and overestimates the prognostic impact of the biomarker. We illustrate that the degree of the optimistic bias increases with the number of variables being considered in a risk model. Finally, we discuss methods to appropriately ascertain the additional prognostic contribution of the new biomarker in disease settings where standard prognostic factors already exist. Throughout the article, we use real examples in oncology to highlight relevant methodologic issues, and when appropriate, we use simulations to illustrate more abstract statistical concepts.
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Affiliation(s)
- Mei-Yin C Polley
- Department of Public Health Sciences, University of Chicago, Chicago, Illinois, and NRG Oncology Statistics and Data Management Center, Philadelphia, Pennsylvania
| | - James J Dignam
- Department of Public Health Sciences, University of Chicago, Chicago, Illinois, and NRG Oncology Statistics and Data Management Center, Philadelphia, Pennsylvania
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Chae RP, Tsao SCH, Baker CB, Lippey J. Progressive silicone lymphadenopathy post mastectomy and implant reconstruction for breast cancer. BMJ Case Rep 2021; 14:14/2/e237711. [PMID: 33563690 PMCID: PMC7875285 DOI: 10.1136/bcr-2020-237711] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
A 56-year-old woman with a 12-year history of recurrent triple-negative invasive carcinoma of the breast presented with progressive enlargement of lymph nodes in the setting of established rupture of the ipsilateral silicone breast implant. Although this was proven to be benign on cytology, its progressive nature led to repeated core biopsies for histology, which were necessary given the high-risk nature of triple-negative breast cancer and the multiple proven previous recurrences. The histology demonstrated features of silicone deposits without evidence of malignancy. This case demonstrates the dilemma in surveillance of high-risk patients with breast cancer who have had previous silicone lymphadenopathy.
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Affiliation(s)
- Raphael Park Chae
- Breast Surgery, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia
| | | | | | - Jocelyn Lippey
- Breast Surgery, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia
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Dieci MV, Miglietta F, Guarneri V. Immune Infiltrates in Breast Cancer: Recent Updates and Clinical Implications. Cells 2021; 10:223. [PMID: 33498711 PMCID: PMC7911608 DOI: 10.3390/cells10020223] [Citation(s) in RCA: 103] [Impact Index Per Article: 34.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Revised: 01/13/2021] [Accepted: 01/20/2021] [Indexed: 12/18/2022] Open
Abstract
In recent decades, the increasing interest in the field of immunotherapy has fostered an intense investigation of the breast cancer (BC) immune microenvironment. In this context, tumor-infiltrating lymphocytes (TILs) have emerged as a clinically relevant and highly reproducible biomarker capable of affecting BC prognosis and response to treatment. Indeed, the evaluation of TILs on primary tumors proved to be strongly prognostic in triple-negative (TN) BC patients treated with either adjuvant or neoadjuvant chemotherapy, as well as in early TNBC patients not receiving any systemic treatment, thus gaining level-1b evidence in this setting. In addition, a strong relationship between TILs and pathologic complete response after neoadjuvant chemotherapy has been reported in all BC subtypes and the prognostic role of higher TILs in early HER2-positive breast cancer patients has also been demonstrated. The interest in BC immune infiltrates has been further fueled by the introduction of the first immune checkpoint inhibitors in the treatment armamentarium of advanced TNBC in patients with PD-L1-positive status by FDA-approved assays. However, despite these advances, a biomarker capable of reliably and exhaustively predicting immunotherapy benefit in BC is still lacking, highlighting the imperative need to further deepen this issue. Finally, more comprehensive evaluation of immune infiltrates integrating both the quantity and quality of tumor-infiltrating immune cells and incorporation of TILs in composite scores encompassing other clinically or biologically relevant biomarkers, as well as the adoption of software-based and/or machine learning platforms for a more comprehensive characterization of BC immune infiltrates, are emerging as promising strategies potentially capable of optimizing patient selection and stratification in the research field. In the present review, we summarize available evidence and recent updates on immune infiltrates in BC, focusing on current clinical applications, potential clinical implications and major unresolved issues.
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Affiliation(s)
- Maria Vittoria Dieci
- Department of Surgery, Oncology and Gastroenterology (DISCOG), University of Padova, 35128 Padova, Italy; (F.M.); (V.G.)
- Medical Oncology 2, Istituto Oncologico Veneto IOV-IRCCS, 35128 Padova, Italy
| | - Federica Miglietta
- Department of Surgery, Oncology and Gastroenterology (DISCOG), University of Padova, 35128 Padova, Italy; (F.M.); (V.G.)
- Medical Oncology 2, Istituto Oncologico Veneto IOV-IRCCS, 35128 Padova, Italy
| | - Valentina Guarneri
- Department of Surgery, Oncology and Gastroenterology (DISCOG), University of Padova, 35128 Padova, Italy; (F.M.); (V.G.)
- Medical Oncology 2, Istituto Oncologico Veneto IOV-IRCCS, 35128 Padova, Italy
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A clinical calculator to predict disease outcomes in women with triple-negative breast cancer. Breast Cancer Res Treat 2021; 185:557-566. [PMID: 33389409 DOI: 10.1007/s10549-020-06030-5] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Accepted: 11/16/2020] [Indexed: 12/20/2022]
Abstract
PURPOSE Triple-negative breast cancer (TNBC) is the most aggressive subtype of breast cancer, characterized by substantial risks of early disease recurrence and mortality. We constructed and validated clinical calculators for predicting recurrence-free survival (RFS) and overall survival (OS) for TNBC. METHODS Data from 605 women with centrally confirmed TNBC who underwent primary breast cancer surgery at Mayo Clinic during 1985-2012 were used to train risk models. Variables included age, menopausal status, tumor size, nodal status, Nottingham grade, surgery type, adjuvant radiation therapy, adjuvant chemotherapy, Ki67, stromal tumor-infiltrating lymphocytes (sTIL) score, and neutrophil-to-lymphocyte ratio (NLR). Final models were internally validated for calibration and discrimination using ten-fold cross-validation and compared with their base-model counterparts which include only tumor size and nodal status. Independent external validation was performed using data from 478 patients diagnosed with stage II/III invasive TNBC during 1986-1992 in the British Columbia Breast Cancer Outcomes Unit database. RESULTS Final RFS and OS models were well calibrated and associated with C-indices of 0.72 and 0.73, as compared with 0.64 and 0.62 of the base models (p < 0.001). In external validation, the discriminant ability of the final models was comparable to the base models (C-index: 0.59-0.61). The RFS model demonstrated greater accuracy than the base model both overall and within patient subgroups, but the advantages of the OS model were less profound. CONCLUSIONS This TNBC clinical calculator can be used to predict patient outcomes and may aid physician's communication with TNBC patients regarding their long-term disease outlook and planning treatment strategies.
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Yusuf M, Gaskins J, Mandish S, May ME, Wall W, Fisher W, Tennant P, Jorgensen J, Bumpous J, Dunlap N. Tumor infiltrating lymphocyte grade in Merkel cell carcinoma: relationships with clinical factors and independent prognostic value. Acta Oncol 2020; 59:1409-1415. [PMID: 32687000 DOI: 10.1080/0284186x.2020.1794033] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
INTRODUCTION Surrogate markers of the host immune response are not currently included in AJCC staging for Merkel cell carcinoma (MCC), and have not been consistently associated with clinical outcomes. We performed an analysis of a large national database to investigate tumor infiltrating lymphocyte (TIL) grade as an independent predictor of overall survival (OS) for patients with MCC and to characterize the relationship between TIL grade and other clinical prognostic factors. MATERIAL AND METHODS The NCDB was queried for patients with resected, non-metastatic MCC with known TIL grade (absent, non-brisk and brisk). Multivariable Cox regression modeling was performed to define TIL grade as a predictor of OS adjusting for other relevant clinical factors. Multinomial, multivariable logistic regression was performed to characterize the relationship between TIL grade and other clinical prognostic factors. Multiple imputation was performed to account for missing data bias. RESULTS Both brisk (HR 0.55, CI 0.36-0.83) and non-brisk (HR 0.77, CI 0.60-0.98) were associated with decreased adjusted hazard of death relative to absent TIL grade. Adverse clinical factors such as 1-3 positive lymph nodes, lymphovascular invasion (LVI) and immunosuppression were associated with increased likelihood of non-brisk TIL relative to absent TIL grade (p values <.05). Extracapsular extension (ECS) was associated with decreased likelihood of brisk TIL relative to absent TIL grade (p<.05). DISCUSSION Histopathologic TIL grade was independently predictive for OS in this large national cohort. Significant differences in the likelihood of non-brisk or brisk TIL relative to absent grade were present with regards to LVI, ECS and immune status. TIL grade may be a useful prognostic factor to consider in addition to more granular characterization of TIL morphology and immunophenotype.
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Affiliation(s)
- Mehran Yusuf
- Department of Radiation Oncology, University of Louisville Hospital, Louisville, KY, USA
| | - Jeremy Gaskins
- Department of Bioinformatics and Biostatistics, University of Louisville, Louisville, KY, USA
| | - Steven Mandish
- Department of Radiation Oncology, University of Louisville Hospital, Louisville, KY, USA
| | - Michael E. May
- Department of Radiation Oncology, University of Louisville Hospital, Louisville, KY, USA
| | - Weston Wall
- Department of Dermatology, Medical College of Georgia, Augusta, GA, USA
| | - William Fisher
- Morsani College of Medicine, University of South Florida, Tampa, FL, USA
| | - Paul Tennant
- Department of Otolaryngology-Head and Neck Surgery and Communicative Disorders, University of Louisville Hospital, Louisville, KY, USA
| | - Jeffrey Jorgensen
- Department of Otolaryngology-Head and Neck Surgery and Communicative Disorders, University of Louisville Hospital, Louisville, KY, USA
| | - Jeffrey Bumpous
- Department of Otolaryngology-Head and Neck Surgery and Communicative Disorders, University of Louisville Hospital, Louisville, KY, USA
| | - Neal Dunlap
- Department of Radiation Oncology, University of Louisville Hospital, Louisville, KY, USA
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Gao ZH, Li CX, Liu M, Jiang JY. Predictive and prognostic role of tumour-infiltrating lymphocytes in breast cancer patients with different molecular subtypes: a meta-analysis. BMC Cancer 2020; 20:1150. [PMID: 33238978 PMCID: PMC7690150 DOI: 10.1186/s12885-020-07654-y] [Citation(s) in RCA: 45] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Accepted: 11/17/2020] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Whether tumour-infiltrating lymphocytes (TILs) play different roles in different molecular subtypes of breast cancer remains unknown. Additionally, their prognostic and predictive value in different molecular subtypes of breast cancer is still controversial. The aim of our meta-analysis was to assess the prognostic and predictive value of TILs in different molecular subtypes of breast cancer by summarizing all relevant studies performing multivariate analysis. METHODS PubMed, Embase, EBSCO, ScienceDirect, the Cochrane Database and Web of Science were comprehensively searched (until March 2020). Hazard ratios (HRs), odds ratios (ORs) and their 95% confidence intervals (CIs) were used as effect measures to perform our meta-analysis. A random effect model was used. Stata software, version 15 (2017) (StataCorp, College Station, TX, USA) was used to perform the statistical analysis. RESULTS Thirty-three studies including 18,170 eligible breast cancer patients were analysed. The meta-analysis showed that high TIL expression was significantly associated with increased pathological complete response (pCR) rates after neoadjuvant chemotherapy in patients with the HER2-enriched molecular subtype (OR = 1.137, 95% CI [1.061 ~ 1.218], p < 0.001) and triple-negative breast cancer (TNBC) subtype (OR = 1.120, 95% CI [1.061 ~ 1.182], p < 0.001). However, high TIL expression was not significantly associated with high pCR rates after neoadjuvant chemotherapy in patients with the luminal molecular subtype of breast cancer (OR = 1.154, 95% CI [0.789 ~ 1.690], p = 0.460). We carried out a meta-analysis on the HRs of overall survival (OS) and disease-free survival (DFS) to assess the prognostic value of TILs in breast cancer with different molecular subtypes more deeply. Our meta-analysis confirmed that high TILs were associated with significantly improved DFS in patients with the HER2-enriched molecular subtype [HR = 0.940, 95% CI (0.903 ~ 0.979), p = 0.003] and TNBC molecular subtype [HR = 0.907, 95% CI (0.862 ~ 0.954), p < 0.001]. However, high TILs were not associated with significantly better DFS in patients with the luminal molecular subtype of breast cancer [HR = 0.998, 95% CI (0.977 ~ 1.019), p = 0.840]. Furthermore, the results confirmed that high TILs were significantly related to better OS in patients with the HER2-enriched molecular subtype [HR = 0.910, 95% CI (0.866 ~ 0.957), p < 0.001] and TNBC molecular subtype [HR = 0.869, 95% CI (0.836 ~ 0.904), p < 0.001]. Conversely, the summarized results indicated that high TILs were significantly associated with poor OS in patients with the luminal molecular subtype of breast cancer [HR = 1.077, 95% CI (1.016 ~ 1.141), p = 0.012]. CONCLUSIONS Our meta-analysis confirms that high TILs are associated with favourable survival and predicts pCR in breast cancer patients with the TNBC and HER2-enriched molecular subtypes.
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Affiliation(s)
- Zhao-Hua Gao
- Department of Breast Surgery, Cancer Hospital of China Medical University, No.44 Xiaoheyan Road, Dadong District, Shenyang, 110042, Liaoning Province, P.R. China. .,Department of Breast Surgery, Liaoning Cancer Hospital & Institute, No.44 Xiaoheyan Road, Dadong District, Shenyang, 110042, Liaoning Province, P.R. China. .,Department of Breast Surgery, Dalian Medical University Clinical Oncology College, Shenyang, Liaoning, 110042, P.R. China.
| | - Cun-Xin Li
- Department of Breast Surgery, Liaoning Cancer Hospital & Institute, No.44 Xiaoheyan Road, Dadong District, Shenyang, 110042, Liaoning Province, P.R. China
| | - Ming Liu
- Department of Breast Surgery, Liaoning Cancer Hospital & Institute, No.44 Xiaoheyan Road, Dadong District, Shenyang, 110042, Liaoning Province, P.R. China
| | - Jia-Yuan Jiang
- Department of Breast Surgery, Liaoning Cancer Hospital & Institute, No.44 Xiaoheyan Road, Dadong District, Shenyang, 110042, Liaoning Province, P.R. China
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Zhai Z, Zheng Y, Yao J, Liu Y, Ruan J, Deng Y, Zhou L, Zhao P, Yang S, Hu J, We B, Wu Y, Zhang D, Kang H, Dai Z. Evaluation of Adjuvant Treatments for T1 N0 M0 Triple-Negative Breast Cancer. JAMA Netw Open 2020; 3:e2021881. [PMID: 33211105 PMCID: PMC7677762 DOI: 10.1001/jamanetworkopen.2020.21881] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
IMPORTANCE Adjuvant chemotherapy remains the only recommended treatment for patients with triple-negative breast cancer (TNBC). However, the existing evidence is not enough to recommend adjuvant therapies to patients with T1 N0 M0 TNBC. OBJECTIVE To evaluate the association of different adjuvant therapies with survival outcome in patients with T1 N0 M0 TNBC stratified by cancer stage and age. DESIGN, SETTING, AND PARTICIPANTS Postoperative patients diagnosed as having T1 N0 M0 TNBC between 2010 and 2015 who were enrolled in the Surveillance, Epidemiology, and End Results cancer registry program were included in this population-based cohort study. Data analysis was performed from March 27, 2019, to August 10, 2020. EXPOSURES Chemotherapy and radiotherapy. MAIN OUTCOMES AND MEASURES Kaplan-Meier curve and univariate and multivariable Cox proportional hazards regression analyses were performed to compare overall survival (OS) and breast cancer-specific survival (BCSS) between the different treatments. RESULTS A cohort of 7739 eligible patients (mean [SD] age, 59.5 [12.4] years; all female) were included in the present study. The 5-year OS of the total patients was 91.7% (95% CI, 90.9%-92.5%), and median follow-up was 45 months (95% CI, 44-46 months). Patients aged 70 years and older or with T1a TNBC were more likely to receive adjuvant radiotherapy than chemotherapy. Although any adjuvant therapy could improve OS in T1 N0 M0 TNBC, only chemotherapy was associated with significantly better breast cancer-specific survival (BCSS adjusted hazard ratio: 0.657; 95% CI, 0.460-0.939; P = .02). Adjuvant radiotherapy after breast-conserving surgery was associated with better OS and BCSS in patients aged 70 years and older but not in those younger than 70 years. For patients with T1c BC, chemotherapy after breast-conserving surgery or other surgery was associated with improved OS, whereas only chemotherapy after other surgery was associated with better BCSS. CONCLUSIONS AND RELEVANCE The findings of this cohort study suggest that adjuvant therapies could improve OS in patients with T1 N0 M0 TNBC, whereas only chemotherapy was associated with better BCSS. Older patients with early-stage TNBC may benefit from adjuvant radiotherapy. Administration of adjuvant therapies to patients with different ages and cancer stages should be discussed carefully, which necessitates guidance from updated guidelines.
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Affiliation(s)
- Zhen Zhai
- Department of Breast Surgery, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
- Department of Oncology, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
| | - Yi Zheng
- Department of Breast Surgery, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
- Department of Oncology, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
| | - Jia Yao
- Department of Breast Surgery, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Yu Liu
- Department of Breast Surgery, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Jian Ruan
- Department of Medical Oncology, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Yujiao Deng
- Department of Breast Surgery, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
- Department of Oncology, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
| | - Linghui Zhou
- Department of Breast Surgery, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
- Department of Oncology, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
| | - Peng Zhao
- Department of Medical Oncology, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Si Yang
- Department of Breast Surgery, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
- Department of Oncology, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
| | - Jingjing Hu
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Bajin We
- Department of Breast Surgery, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Ying Wu
- Department of Breast Surgery, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
- Department of Oncology, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
| | - Dai Zhang
- Department of Breast Surgery, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
- Department of Oncology, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
| | - Huafeng Kang
- Department of Oncology, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
| | - Zhijun Dai
- Department of Breast Surgery, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
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De-la-Cruz-Ku G, Luyo M, Morante Z, Enriquez D, Möller MG, Chambergo-Michilot D, Flores L, Luque R, Saavedra A, Eyzaguirre-Sandoval ME, Luján-Peche MG, Noel N, Calderon H, Razuri C, Fuentes HA, Cotrina JM, Neciosup SP, Araujo J, Lema A, Pinto J, Gomez HL, Valcarcel B. Triple-negative breast cancer in Peru: 2000 patients and 15 years of experience. PLoS One 2020; 15:e0237811. [PMID: 32833983 PMCID: PMC7444821 DOI: 10.1371/journal.pone.0237811] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2020] [Accepted: 08/02/2020] [Indexed: 12/24/2022] Open
Abstract
Background Epidemiological studies commonly identify the clinical characteristics and survival outcomes of patients with breast cancer at five years. Our study aims to describe the sociodemographic, clinicopathological characteristics and determine the long-term event-free survival (EFS) and overall survival (OS) of a Peruvian population with triple-negative breast cancer. Methods We reviewed the medical records of new cases treated at a single institution in the period 2000–2014. The survival analysis included patients with stages I-IV. Survival estimates at 10 years were calculated with the Kaplan-Meier method and compared with the Log-rank test. We further used multivariate Cox regression analysis to calculate prognostic factors of recurrence and mortality. Results Among the 2007 patients included, the median age at diagnosis was 49 years (19–95 years). Most patients presented histologic grade III (68.7%), tumor stage II (34.2%), and III (51.0%) at diagnosis. Local and distant relapse was present in 31.9 and 51.4% of the patients, respectively. The most frequent sites of metastasis were the lungs (14.5%), followed by bone (9.7%), brain (9.6%), and liver (7.9%). The median follow-up was 153 months. At 3, 5, and 10 years, the EFS of the population was 55%, 49%, and 41%, respectively, while the OS was 64%, 56%, and 47%, respectively. Moreover, an N3 lymph node status was the most important prognostic factor for both disease relapse (HR: 2.54, 95% CI: 2.05–3.15) and mortality (HR: 2.51, 95% CI: 2.01–3.14) at ten years. An older age and higher T staging were associated with a worse OS, while patients who received radiotherapy and adjuvant chemotherapy had better survival rates. Conclusion The sociodemographic features of Peruvian patients with TNBC are similar to those of other populations. However, our population was diagnosed at more advanced clinical stages, and thus, EFS and OS were lower than international reports while prognostic factors were similar to previous studies.
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Affiliation(s)
| | | | - Zaida Morante
- Instituto Nacional de Enfermedades Neoplasicas, Lima, Peru
| | | | - Mecker G. Möller
- Division of Surgical Oncology, University of Miami Miller School of Medicine, Jackson Memorial Hospital/Sylvester Comprehensive Cancer Center, Miami, FL, United States of America
| | - Diego Chambergo-Michilot
- School of Medicine, Universidad Científica del Sur (UCSUR), Lima, Peru
- Tau-RELAPED Group, Trujillo, Peru
| | - Lucero Flores
- School of Medicine, Universidad Científica del Sur (UCSUR), Lima, Peru
| | - Renato Luque
- School of Medicine, Universidad Científica del Sur (UCSUR), Lima, Peru
- Sociedad Científica de Estudiantes de Medicina Humana (SCIEM UCSUR), Lima, Peru
| | - Antonella Saavedra
- School of Medicine, Universidad Científica del Sur (UCSUR), Lima, Peru
- Sociedad Científica de Estudiantes de Medicina Humana (SCIEM UCSUR), Lima, Peru
| | - Miguel E. Eyzaguirre-Sandoval
- School of Medicine, Universidad Científica del Sur (UCSUR), Lima, Peru
- Sociedad Científica de Estudiantes de Medicina Humana (SCIEM UCSUR), Lima, Peru
| | - María G. Luján-Peche
- School of Medicine, Universidad Científica del Sur (UCSUR), Lima, Peru
- Sociedad Científica de Estudiantes de Medicina Humana (SCIEM UCSUR), Lima, Peru
| | - Naysha Noel
- School of Medicine, Universidad Científica del Sur (UCSUR), Lima, Peru
| | - Hafid Calderon
- School of Medicine, Universidad Científica del Sur (UCSUR), Lima, Peru
- Sociedad Científica de Estudiantes de Medicina Humana (SCIEM UCSUR), Lima, Peru
| | | | | | | | | | - Jhajaira Araujo
- Unidad de Investigación Básica y Translacional, Oncosalud-AUNA, Lima, Peru
| | - Alexandra Lema
- Health Sciences Faculty, Universidad de Cuenca, Cuenca, Ecuador
| | - Joseph Pinto
- Unidad de Investigación Básica y Translacional, Oncosalud-AUNA, Lima, Peru
| | - Henry L. Gomez
- Instituto Nacional de Enfermedades Neoplasicas, Lima, Peru
| | - Bryan Valcarcel
- Milken Institute School of Public Health, The George Washington University, Washington, DC, United States of America
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Gupta GK, Collier AL, Lee D, Hoefer RA, Zheleva V, Siewertsz van Reesema LL, Tang-Tan AM, Guye ML, Chang DZ, Winston JS, Samli B, Jansen RJ, Petricoin EF, Goetz MP, Bear HD, Tang AH. Perspectives on Triple-Negative Breast Cancer: Current Treatment Strategies, Unmet Needs, and Potential Targets for Future Therapies. Cancers (Basel) 2020; 12:E2392. [PMID: 32846967 PMCID: PMC7565566 DOI: 10.3390/cancers12092392] [Citation(s) in RCA: 160] [Impact Index Per Article: 40.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Revised: 08/10/2020] [Accepted: 08/20/2020] [Indexed: 12/12/2022] Open
Abstract
Triple-negative breast cancer (TNBC), characterized by the absence or low expression of estrogen receptor (ER), progesterone receptor (PR), and human epidermal growth factor receptor (HER2), is the most aggressive subtype of breast cancer. TNBC accounts for about 15% of breast cancer cases in the U.S., and is known for high relapse rates and poor overall survival (OS). Chemo-resistant TNBC is a genetically diverse, highly heterogeneous, and rapidly evolving disease that challenges our ability to individualize treatment for incomplete responders and relapsed patients. Currently, the frontline standard chemotherapy, composed of anthracyclines, alkylating agents, and taxanes, is commonly used to treat high-risk and locally advanced TNBC. Several FDA-approved drugs that target programmed cell death protein-1 (Keytruda) and programmed death ligand-1 (Tecentriq), poly ADP-ribose polymerase (PARP), and/or antibody drug conjugates (Trodelvy) have shown promise in improving clinical outcomes for a subset of TNBC. These inhibitors that target key genetic mutations and specific molecular signaling pathways that drive malignant tumor growth have been used as single agents and/or in combination with standard chemotherapy regimens. Here, we review the current TNBC treatment options, unmet clinical needs, and actionable drug targets, including epidermal growth factor (EGFR), vascular endothelial growth factor (VEGF), androgen receptor (AR), estrogen receptor beta (ERβ), phosphoinositide-3 kinase (PI3K), mammalian target of rapamycin (mTOR), and protein kinase B (PKB or AKT) activation in TNBC. Supported by strong evidence in developmental, evolutionary, and cancer biology, we propose that the K-RAS/SIAH pathway activation is a major tumor driver, and SIAH is a new drug target, a therapy-responsive prognostic biomarker, and a major tumor vulnerability in TNBC. Since persistent K-RAS/SIAH/EGFR pathway activation endows TNBC tumor cells with chemo-resistance, aggressive dissemination, and early relapse, we hope to design an anti-SIAH-centered anti-K-RAS/EGFR targeted therapy as a novel therapeutic strategy to control and eradicate incurable TNBC in the future.
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Affiliation(s)
- Gagan K. Gupta
- Leroy T. Canoles Jr. Cancer Research Center, Department of Microbiology and Molecular Cell Biology, Eastern Virginia Medical School, Norfolk, VA 23501, USA;
| | - Amber L. Collier
- DeWitt Daughtry Family Department of Surgery, Surgical Oncology, University of Miami/Jackson Memorial Hospital, University of Miami Miller School of Medicine, Miami, FL 33131, USA;
| | - Dasom Lee
- Department of Medicine, Internal Medicine, H. Lee Moffitt Cancer Center and Research Institute, University of South Florida, Tampa, FL 33620, USA;
| | - Richard A. Hoefer
- Dorothy G. Hoefer Foundation, Sentara CarePlex Hospital, Newport News, VA 23666, USA;
- Sentara Cancer Network, Sentara Healthcare, Norfolk, VA 23507, USA;
| | - Vasilena Zheleva
- Surgical Oncology, Cancer Treatment Centers of America—Comprehensive Care and Research Center Phoenix, 14200 W Celebrate Life Way, Goodyear, AZ 85338, USA;
| | | | - Angela M. Tang-Tan
- Department of Molecular and Cell Biology, UC Berkeley, Berkeley, CA 94720, USA;
| | - Mary L. Guye
- Sentara Cancer Network, Sentara Healthcare, Norfolk, VA 23507, USA;
- Sentara Surgery Specialists, Sentara CarePlex Hospital, Newport News, VA 23666, USA
| | - David Z. Chang
- Virginia Oncology Associates, 1051 Loftis Boulevard, Suite 100, Newport News, VA 23606, USA;
| | - Janet S. Winston
- Breast Pathology Services, Pathology Sciences Medical Group, Department of Pathology, Sentara Norfolk General Hospital (SNGH), Norfolk, VA 23507, USA; (J.S.W.); (B.S.)
| | - Billur Samli
- Breast Pathology Services, Pathology Sciences Medical Group, Department of Pathology, Sentara Norfolk General Hospital (SNGH), Norfolk, VA 23507, USA; (J.S.W.); (B.S.)
| | - Rick J. Jansen
- Department of Public Health, North Dakota State University, Fargo, ND 58102, USA;
| | - Emanuel F. Petricoin
- Center for Applied Proteomics and Molecular Medicine, School of Systems Biology, George Mason University, Manassas, VA 20110, USA;
| | - Matthew P. Goetz
- Departments of Oncology and Pharmacology, Mayo Clinic Breast Cancer Specialized Program of Research Excellence (SPORE), Women’s Cancer Program, Mayo Clinic Cancer Center, Mayo Clinic, Rochester, MN 55905, USA;
| | - Harry D. Bear
- Departments of Surgery and Microbiology & Immunology, Division of Surgical Oncology, Massey Cancer Center, Virginia Commonwealth University, Richmond, VA 23298, USA;
| | - Amy H. Tang
- Leroy T. Canoles Jr. Cancer Research Center, Department of Microbiology and Molecular Cell Biology, Eastern Virginia Medical School, Norfolk, VA 23501, USA;
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Prognostic Role of Immune Markers in Triple Negative Breast Carcinoma. Pathol Oncol Res 2020; 26:2733-2745. [PMID: 32681436 DOI: 10.1007/s12253-020-00874-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2020] [Accepted: 07/09/2020] [Indexed: 12/21/2022]
Abstract
Tumor immune microenvironment (TIME) is a significant prognostic parameter for triple negative breast carcinomas (TNBC) due to being a target for immunotherapeutic agents and its essential role during the cancer immunoediting process. In this study, CD8, FOXP3, CD163, PD-L1/SP142 and PD-L1/SP263 antibodies were examined in a sample of 51 TNBC cases. Patients who received neoadjuvant therapy were excluded. CD8, FOXP3 and CD163 antibodies were evaluated separately in intratumoral area (ITA) and tumor stroma (TS). PD-L1 status was also examined in tumor cells (TC) and immune cells (IC) using both SP142 and SP263 antibodies. In multivariate Cox regressions, the only antibody that was found to be significantly associated with survival was SP142. SP142-positivity in TC and IC was related to increased overall survival. Higher CD163 expression in ITA and SP263-positivity in IC were associated with younger age. Lymphatic/angioinvasion was more frequent in cases with negative/low CD8 and FOXP3 expressions. Moreover, metastatic axillary lymph node(s) was associated with negative/low FOXP3 expression in TS. CD8, FOXP3, CD163, SP142 and SP263 expressions were positively correlated with each other, except a mild discordance caused by CD163 in ITA. Although PD-L1 status with both SP142 and SP263 antibodies were concordant in the majority of cases, 33.3% and 13.7% of the cases showed SP142-negative/SP263-positive pattern in TC and IC respectively. In conclusion, we suggest that composition, density and localization of the immune cells and the check point molecules are important prognostic parameters in TNBC. Immunohistochemistry can be used as an accessible and less expensive tool to demonstrate TIME.
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