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Vural Topuz Ö, Bağbudar S, Aksu A, Söylemez Akkurt T, Akkaş BE. Radiomic signatures derived from baseline 18F FDG PET/CT imaging can predict tumor-infiltrating lymphocyte values in patients with primary breast cancer. Nuklearmedizin 2025; 64:194-204. [PMID: 39875129 DOI: 10.1055/a-2512-8212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2025]
Abstract
To determine the value of radiomics data extraction from baseline 18F FDG PET/CT in the prediction of tumor-infiltrating lymphocytes (TILs) among patients with primary breast cancer (BC).We retrospectively evaluated 74 patients who underwent baseline 18F FDG PET/CT scans for BC evaluation between October 2020 and April 2022. Radiomics data extraction resulted in a total of 131 radiomic features from primary tumors. TILs status was defined based on histological analyses of surgical specimens and patients were categorized as having low TILs or moderate & high TILs. The relationships between TILs groups and tumor features, patient characteristics and molecular subtypes were examined. Features with a correlation coefficient of less than 0.6 were analyzed by logistic regression to create a predictive model. The diagnostic performance of the model was calculated via receiver operating characteristics (ROC) analysis.Menopausal status, histological grade, nuclear grade, and four radiomics features demonstrated significant differences between the two TILs groups. Multivariable logistic regression revealed that nuclear grade and three radiomics features (Morphological COMShift, GLCM Correlation, and GLSZM Small Zone Emphasis) were independently associated with TIL grouping. The diagnostic performance analysis of the model showed an AUC of 0.864 (95% CI: 0.776-0.953; p < 0.001). The sensitivity, specificity, PPV, NPV and accuracy values of the model were 69.6%, 82.4%, 64%, 85.7% and 78.4%, respectivelyThe pathological TIL scores of BC patients can be predicted by using radiomics feature extraction from baseline 18F FDG PET/CT scans.
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Affiliation(s)
- Özge Vural Topuz
- Department of Nuclear Medicine, Başakşehir Cam and Sakura City Hospital, University of Health Sciences, Istanbul, Turkey
| | - Sidar Bağbudar
- Department of Pathology, Başakşehir Cam and Sakura City Hospital, University of Health Sciences, Istanbul, Turkey
| | - Ayşegül Aksu
- Department of Nuclear Medicine, İzmir Kâtip Çelebi University, Atatürk Training and Research Hospital, Izmir, Turkey
| | - Tuçe Söylemez Akkurt
- Department of Pathology, Başakşehir Cam and Sakura City Hospital, University of Health Sciences, Istanbul, Turkey
| | - Burcu Esen Akkaş
- Department of Nuclear Medicine, Başakşehir Cam and Sakura City Hospital, University of Health Sciences, Istanbul, Turkey
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Khan AA, Ahuja S, Kiruthikasri K, Zaheer S. Assessment of stromal tumor-infiltrating lymphocytes in neoadjuvant chemotherapy for invasive breast carcinoma: Predictive insights across molecular subtypes. Pathol Res Pract 2024; 260:155382. [PMID: 38850879 DOI: 10.1016/j.prp.2024.155382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2024] [Revised: 05/16/2024] [Accepted: 05/28/2024] [Indexed: 06/10/2024]
Abstract
BACKGROUND AND AIMS Breast cancer, a leading cause of female mortality, has prompted the widespread adoption of Neoadjuvant chemotherapy (NAC) for its potential to minimize metastasis risk and downstaging tumors. Tumor Infiltrating Lymphocytes (TILs) have emerged as key immunological biomarkers, particularly in breast cancer research. This study focuses on evaluating Stromal TILs (sTILs) in pre-NAC core needle biopsies of Invasive Breast Carcinoma, No Special Type (IBC, NST) and correlating it with NAC response. MATERIALS AND METHODS A retrospective study spanning three years (October 2020 to September 2023) was conducted in a tertiary care hospital, involving 73 patients meeting specific inclusion criteria. Pathological assessments, including hormone receptor status, molecular subtyping, and TILs evaluation, were performed. Logistic regression and statistical analyses were conducted to determine associations between TILs, clinicopathological parameters, and complete response. RESULTS The study demonstrated excellent discriminatory power of TILs (>10 %) in predicting complete response. Univariate and multivariate logistic regression underscored the independent predictive value of TILs, emphasizing their significance across diverse molecular subtypes. CONCLUSION This study provides crucial insights into immune response assessment, particularly sTILs, in optimizing breast cancer treatment strategies and patient outcomes during NAC, contributing to the evolving landscape of personalized emphasising oncology.
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Affiliation(s)
- Adil Aziz Khan
- Department of Pathology, Vardhman Mahavir Medical College and Safdarjung Hospital, New Delhi, India.
| | - Sana Ahuja
- Department of Pathology, Vardhman Mahavir Medical College and Safdarjung Hospital, New Delhi, India.
| | - Kiruthikasri Kiruthikasri
- Department of Pathology, Vardhman Mahavir Medical College and Safdarjung Hospital, New Delhi, India.
| | - Sufian Zaheer
- Department of Pathology, Vardhman Mahavir Medical College and Safdarjung Hospital, New Delhi, India.
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Baez-Navarro X, van den Ende NS, Nguyen AH, Sinke R, Westenend P, van Brakel JB, Stobbe C, Westerga J, van Deurzen CHM. HER2-low and tumor infiltrating lymphocytes in triple-negative breast cancer: Are they connected? Breast Cancer Res 2024; 26:41. [PMID: 38468323 PMCID: PMC10926638 DOI: 10.1186/s13058-024-01783-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: 11/24/2023] [Accepted: 02/11/2024] [Indexed: 03/13/2024] Open
Abstract
Most patients with triple-negative breast cancer (TNBC) are not candidates for targeted therapy, leaving chemotherapy as the primary treatment option. Recently, immunotherapy has demonstrated promising results in TNBC, due to its immunogenicity. In addition, a novel antibody-drug conjugate, namely, trastuzumab-deruxtecan, has shown effectiveness in TNBC patients with low-HER2 expression (HER2-low). These novel treatment options raise the question about the potential association between the density of stromal tumor-infiltrating lymphocytes (sTILs) and the level of HER2 expression. We aimed to evaluate the association between the level of HER2 expression (HER2-low versus HER2-0) and density of sTILs in TNBC patients, and how they impact the response to neoadjuvant chemotherapy (NAC). This was a retrospective multicenter study including all TNBC patients diagnosed between 2018 and 2022. Central pathology review included sTILs percentages and level of HER2 expression. Tumors were reclassified as either HER2-0 (HER2 IHC 0) or HER2-low (IHC 1 + or 2 + with negative reflex test). Various clinicopathologic characteristics, including sTILs density, and response to NAC were compared between HER2-0 and HER2-low cases. In total, 753 TNBC patients were included in this study, of which 292 patients received NAC. Interobserver agreement between the original pathology report and central review was moderate (77% had the same IHC status after reclassification in either HER2-0 or HER2-low; k = 0.45). HER2-low TNBC represented about one third (36%) of the tumors. No significant difference in sTILs density or complete pathologic response rate was found between HER2-0 and HER2-low cases (p = 0.476 and p = 0.339, respectively). The density of sTILs (≥ 10% sTILs vs. < 10%) was independently associated with achieving a pCR (p = 0.011). In conclusion, no significant association was found between HER2-low status and density of sTILs nor response to NAC. Nonetheless, sTILs could be an independent biomarker for predicting NAC response in TNBC patients.
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Affiliation(s)
- Ximena Baez-Navarro
- Department of Pathology, Erasmus University Medical Center, 3015 GD, Rotterdam, The Netherlands.
| | - Nadine S van den Ende
- Department of Pathology, Erasmus University Medical Center, 3015 GD, Rotterdam, The Netherlands
| | - Anh H Nguyen
- Department of Pathology, Erasmus University Medical Center, 3015 GD, Rotterdam, The Netherlands
- Department of Pathology, HMC, The Hague, The Netherlands
| | - Renata Sinke
- Department of Pathology, Pathan B.V., Franciscus Gasthuis & Vlietland, Rotterdam, The Netherlands
| | - Pieter Westenend
- Laboratory of Pathology, PAL Dordrecht, Dordrecht, The Netherlands
| | | | - Claudia Stobbe
- Department of Pathology, Pathan B.V., Franciscus Gasthuis & Vlietland, Rotterdam, The Netherlands
| | - Johan Westerga
- Department of Pathology, Pathan B.V., Franciscus Gasthuis & Vlietland, Rotterdam, The Netherlands
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Dimitrakopoulos FI, Goussia A, Koliou GA, Dadouli K, Batistatou A, Kourea HP, Bobos M, Arapantoni-Dadioti P, Tzaida O, Koletsa T, Chrisafi S, Sotiropoulou M, Papoudou-Bai A, Nicolaou I, Charchanti A, Mauri D, Aravantinos G, Binas I, Res E, Psyrri A, Pectasides D, Bafaloukos D, Koumarianou A, Bompolaki I, Rigakos G, Karanikiotis C, Koutras A, Zagouri F, Gogas H, Fountzilas G. Ten-year clinical outcome, toxicity and compliance of dose-dense sequential adjuvant administration of cyclophosphamide & epirubicin followed by docetaxel in patients with early breast cancer: A hellenic cooperative oncology group observational study (HE 10/10) with concurrent investigation of significance of tumor infiltrating lymphocytes. Breast 2024; 73:103668. [PMID: 38176305 PMCID: PMC10791571 DOI: 10.1016/j.breast.2023.103668] [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: 10/26/2023] [Revised: 12/18/2023] [Accepted: 12/21/2023] [Indexed: 01/06/2024] Open
Abstract
BACKGROUND Dose-dense sequential (dds) chemotherapy has changed the clinical outcome of patients with early breast cancer (BC). To investigate the impact of dose intensity (DI) in the adjuvant setting of BC, this observational trial (HE 10/10) was conducted assessing the long-term survival outcome, safety and toxicity of a currently widely used chemotherapeutic regimen. In addition, the prognostic significance of tumor infiltrating lymphocytes (TILs) and infiltrating CD8+ lymphocytes were also evaluated in the same cohort. PATIENTS AND METHODS Totally, 1054 patients were prospectively enrolled in the current study with 1024 patients being eligible, while adequate tissue was available for 596 of them. TILs, CD8+ lymphocytes in intratumoral areas in contact with malignant cells (iCD8), CD8+ lymphocytes in tumor stroma (sCD8) as well as the total number of CD8+ lymphocytes within the tumor area (total CD8) were assessed by immunohistochemistry. RESULTS Within a median follow-up of 125.18 months, a total of 200 disease-free survival (DFS) events (19.5%) were reported. Importantly, the 10-year DFS and OS rates were 78.4% (95% CI 75.0-81.5) and 81.7% (95% CI 79.0-84.1), respectively. Interestingly, higher CD8+ T cells as well as TILs in the tumor microenvironment were associated with an improved long-term survival outcome. CONCLUSIONS In conclusion, this study confirms the significance of dds adjuvant chemotherapeutic regimen in terms of long-term survival outcome, safety and toxicity as well as the prognostic significance of TILs and infiltrating CD8+ lymphocytes in BC patients with early-stage disease.
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Affiliation(s)
- Foteinos-Ioannis Dimitrakopoulos
- Division of Oncology, University Hospital of Patras "Panagia the Help", University of Patras, Patras, Greece; Molecular Oncology Laboratory, Department of Medicine, University of Patras, Patras, Greece.
| | - Anna Goussia
- Department of Pathology, Ioannina University Hospital, Ioannina, Greece; Department of Pathology, German Oncology Center, Limassol, Cyprus
| | | | - Katerina Dadouli
- Laboratory of Hygiene and Epidemiology, Faculty of Medicine, University of Thessaly, Larissa, Greece
| | - Anna Batistatou
- Department of Pathology, Ioannina University Hospital, Ioannina, Greece
| | - Helen P Kourea
- Department of Pathology, University Hospital of Patras, Rion, Greece
| | - Mattheos Bobos
- Laboratory of Molecular Oncology, Hellenic Foundation for Cancer Research/Aristotle University of Thessaloniki, Thessaloniki, Greece; Department of Biomedical Sciences, School of Health Sciences, International Hellenic University, Thessaloniki, Greece
| | | | - Olympia Tzaida
- Department of Pathology, Metaxas Cancer Hospital, Piraeus, Greece
| | - Triantafyllia Koletsa
- Department of Pathology, Aristotle University of Thessaloniki, School of Health Sciences, Faculty of Medicine, Thessaloniki, Greece
| | - Sofia Chrisafi
- Laboratory of Molecular Oncology, Hellenic Foundation for Cancer Research/Aristotle University of Thessaloniki, Thessaloniki, Greece
| | | | | | - Irene Nicolaou
- Department of Histopathology, Agii Anargiri Hospital, Athens, Greece
| | - Antonia Charchanti
- Department of Anatomy-Histology-Embryology, Faculty of Medicine, School of Health Sciences, University of Ioannina, Ioannina, Greece
| | - Davide Mauri
- Department of Medical Oncology, Medical School, University of Ioannina, Ioannina, Greece
| | - Gerasimos Aravantinos
- Second Department of Medical Oncology, Agii Anargiri Cancer Hospital, Athens, Greece
| | - Ioannis Binas
- Second Department of Medical Oncology, Metropolitan Hospital, Piraeus, Greece
| | - Eleni Res
- Third Department of Medical Oncology, Agii Anargiri Cancer Hospital, Athens, Greece
| | - Amanda Psyrri
- Section of Medical Oncology, Department of Internal Medicine, Attikon University Hospital, Faculty of Medicine, National and Kapodistrian University of Athens School of Medicine, Athens, Greece
| | - Dimitrios Pectasides
- Oncology Section, Second Department of Internal Medicine, Hippokratio Hospital, Athens, Greece
| | | | - Anna Koumarianou
- Hematology-Oncology Unit, Fourth Department of Internal Medicine, Attikon University Hospital, Medical School, National and Kapodistrian University of Athens, Greece
| | | | - Georgios Rigakos
- Third Department of Medical Oncology, Hygeia Hospital, Athens, Greece
| | | | - Angelos Koutras
- Division of Oncology, University Hospital of Patras "Panagia the Help", University of Patras, Patras, Greece
| | - Flora Zagouri
- Department of Clinical Therapeutics, Alexandra Hospital, National Andistrian U Kapodniversity of Athens School of Medicine, Athens, Greece
| | - Helen Gogas
- First Department of Medicine, Laiko General Hospital, National and Kapodistrian University of Athens School of Medicine, Athens, Greece
| | - George Fountzilas
- Laboratory of Molecular Oncology, Hellenic Foundation for Cancer Research/Aristotle University of Thessaloniki, Thessaloniki, Greece; Aristotle University of Thessaloniki, Thessaloniki, Greece; Department of Medical Oncology, German Oncology Center, Limassol, Cyprus
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Huynh CG, Huynh NX, Truong HBT, Thai TT, Doan TPT. PD-L1 and TILs expression and their association with clinicopathological characteristics in Vietnamese women with primary invasive breast cancer. Medicine (Baltimore) 2023; 102:e34222. [PMID: 37390260 PMCID: PMC10313285 DOI: 10.1097/md.0000000000034222] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Accepted: 06/15/2023] [Indexed: 07/02/2023] Open
Abstract
Tumor-infiltrating lymphocytes (TILs) and programmed death ligand 1 (PD-L1) are promising new factors in the prognosis and prediction of breast cancer patients. Our study evaluated the prevalence of expression of TILs on hematoxylin and eosin (H&E) slides, PD-L1 expression on immunohistochemistry, and their association with clinicopathological characteristics in Vietnamese women with invasive breast cancer. This study was conducted on 216 women with primary invasive breast cancer. The evaluation of TILs on the HE slides was based on the International TILs Working Group 2014 recommendation. PD-L1 protein expression was determined using the Combined Positive Score, the number of tumor cells, lymphocytes, and macrophages stained by PD-L1 divided by the total viable tumor cells multiplied by 100. Based on the cutoff of 11%, the prevalence of TILs expression was 35.6%, of which highly expressed TILs (≥50%) accounted for 15.3%. Postmenopausal women and those who had a body mass index of 25 kg/m2 or greater had a higher odds of having TILs expression. However, patients who had the expression of Ki-67, HER-positive molecular subtype, and triple-negative subtype were more likely to have TILs expression. The prevalence of PD-L1 expression was 30.1%. A significantly higher odds of having PD-L1 was found in patients who had a history of benign breast disease, self-detected tumor and had TILs expression. The expression of TILs and PD-L1 is common in Vietnamese women with invasive breast cancer. Because of the importance of these expressions, routine evaluation to find women who had TILs and PD-L1 is needed so that treatment and prognosis can be optimized. Such routine evaluation can be targeted to those who had a high-risk profile found in this study.
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Affiliation(s)
- Chau Giang Huynh
- Department of Pathology, Hung Vuong Hospital, Ho Chi Minh City, Vietnam
| | - Nghiem Xuan Huynh
- Department of Pathology, Hung Vuong Hospital, Ho Chi Minh City, Vietnam
| | - Ha Bich Thi Truong
- Department of Obstetrics and Gynecology, Pham Ngoc Thach University of Medicine, Ho Chi Minh City, Vietnam
| | - Truc Thanh Thai
- Department of Medical Statistics and Informatics, University of Medicine and Pharmacy at Ho Chi Minh City, Ho Chi Minh City, Vietnam
| | - Thao Phuong Thi Doan
- Department of Pathology, University of Medicine and Pharmacy at Ho Chi Minh City, Ho Chi Minh City, Vietnam
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Stenmark Tullberg A, Sjöström M, Niméus E, Killander F, Chang SL, Feng FY, Speers CW, Pierce LJ, Kovács A, Lundstedt D, Holmberg E, Karlsson P. Integrating Tumor-Intrinsic and Immunologic Factors to Identify Immunogenic Breast Cancers from a Low-Risk Cohort: Results from the Randomized SweBCG91RT Trial. Clin Cancer Res 2023; 29:1783-1793. [PMID: 37071498 PMCID: PMC10150244 DOI: 10.1158/1078-0432.ccr-22-2746] [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: 09/06/2022] [Revised: 11/18/2022] [Accepted: 01/20/2023] [Indexed: 04/19/2023]
Abstract
PURPOSE The local immune infiltrate's influence on tumor progression may be closely linked to tumor-intrinsic factors. The study aimed to investigate whether integrating immunologic and tumor-intrinsic factors can identify patients from a low-risk cohort who may be candidates for radiotherapy (RT) de-escalation. EXPERIMENTAL DESIGN The SweBCG91RT trial included 1,178 patients with stage I to IIA breast cancer, randomized to breast-conserving surgery with or without adjuvant RT, and followed for a median of 15.2 years. We trained two models designed to capture immunologic activity and immunomodulatory tumor-intrinsic qualities, respectively. We then analyzed if combining these two variables could further stratify tumors, allowing for identifying a subgroup where RT de-escalation is feasible, despite clinical indicators of a high risk of ipsilateral breast tumor recurrence (IBTR). RESULTS The prognostic effect of the immunologic model could be predicted by the tumor-intrinsic model (Pinteraction = 0.01). By integrating measurements of the immunologic- and tumor-intrinsic models, patients who benefited from an active immune infiltrate could be identified. These patients benefited from standard RT (HR, 0.28; 95% CI, 0.09-0.85; P = 0.025) and had a 5.4% 10-year incidence of IBTR after irradiation despite high-risk genomic indicators and a low frequency of systemic therapy. In contrast, high-risk tumors without an immune infiltrate had a high 10-year incidence of IBTR despite RT treatment (19.5%; 95% CI, 12.2-30.3). CONCLUSIONS Integrating tumor-intrinsic and immunologic factors may identify immunogenic tumors in early-stage breast cancer populations dominated by ER-positive tumors. Patients who benefit from an activated immune infiltrate may be candidates for RT de-escalation.
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Affiliation(s)
- Axel Stenmark Tullberg
- Department of Oncology, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Martin Sjöström
- Department of Clinical Sciences Lund, Oncology/Pathology and Surgery, Lund University, Lund, Sweden
- Department of Radiation Oncology, University of California, San Francisco, San Francisco, California
| | - Emma Niméus
- Department of Clinical Sciences Lund, Oncology/Pathology and Surgery, Lund University, Lund, Sweden
- Department of Surgery, Skåne University Hospital, Lund, Sweden
| | - Fredrika Killander
- Department of Clinical Sciences Lund, Oncology/Pathology and Surgery, Lund University, Lund, Sweden
- Department of Oncology, Skåne University Hospital, Lund, Sweden
| | | | - Felix Y. Feng
- University of California San Francisco, San Francisco, California
| | | | - Lori J. Pierce
- University of Michigan Medical School, Ann Arbor, Michigan
| | - Anikó Kovács
- Department of Clinical Pathology, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Dan Lundstedt
- Department of Oncology, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Erik Holmberg
- Department of Oncology, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Per Karlsson
- Department of Oncology, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Sahlgrenska University Hospital, Gothenburg, Sweden
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Orlow I, Sadeghi KD, Edmiston SN, Kenney JM, Lezcano C, Wilmott JS, Cust AE, Scolyer RA, Mann GJ, Lee TK, Burke H, Jakrot V, Shang P, Ferguson PM, Boyce TW, Ko JS, Ngo P, Funchain P, Rees JR, O'Connell K, Hao H, Parrish E, Conway K, Googe PB, Ollila DW, Moschos SJ, Hernando E, Hanniford D, Argibay D, Amos CI, Lee JE, Osman I, Luo L, Kuan PF, Aurora A, Gould Rothberg BE, Bosenberg MW, Gerstenblith MR, Thompson C, Bogner PN, Gorlov IP, Holmen SL, Brunsgaard EK, Saenger YM, Shen R, Seshan V, Nagore E, Ernstoff MS, Busam KJ, Begg CB, Thomas NE, Berwick M. InterMEL: An international biorepository and clinical database to uncover predictors of survival in early-stage melanoma. PLoS One 2023; 18:e0269324. [PMID: 37011054 PMCID: PMC10069769 DOI: 10.1371/journal.pone.0269324] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Accepted: 03/14/2023] [Indexed: 04/05/2023] Open
Abstract
INTRODUCTION We are conducting a multicenter study to identify classifiers predictive of disease-specific survival in patients with primary melanomas. Here we delineate the unique aspects, challenges, and best practices for optimizing a study of generally small-sized pigmented tumor samples including primary melanomas of at least 1.05mm from AJTCC TNM stage IIA-IIID patients. We also evaluated tissue-derived predictors of extracted nucleic acids' quality and success in downstream testing. This ongoing study will target 1,000 melanomas within the international InterMEL consortium. METHODS Following a pre-established protocol, participating centers ship formalin-fixed paraffin embedded (FFPE) tissue sections to Memorial Sloan Kettering Cancer Center for the centralized handling, dermatopathology review and histology-guided coextraction of RNA and DNA. Samples are distributed for evaluation of somatic mutations using next gen sequencing (NGS) with the MSK-IMPACTTM assay, methylation-profiling (Infinium MethylationEPIC arrays), and miRNA expression (Nanostring nCounter Human v3 miRNA Expression Assay). RESULTS Sufficient material was obtained for screening of miRNA expression in 683/685 (99%) eligible melanomas, methylation in 467 (68%), and somatic mutations in 560 (82%). In 446/685 (65%) cases, aliquots of RNA/DNA were sufficient for testing with all three platforms. Among samples evaluated by the time of this analysis, the mean NGS coverage was 249x, 59 (18.6%) samples had coverage below 100x, and 41/414 (10%) failed methylation QC due to low intensity probes or insufficient Meta-Mixed Interquartile (BMIQ)- and single sample (ss)- Noob normalizations. Six of 683 RNAs (1%) failed Nanostring QC due to the low proportion of probes above the minimum threshold. Age of the FFPE tissue blocks (p<0.001) and time elapsed from sectioning to co-extraction (p = 0.002) were associated with methylation screening failures. Melanin reduced the ability to amplify fragments of 200bp or greater (absent/lightly pigmented vs heavily pigmented, p<0.003). Conversely, heavily pigmented tumors rendered greater amounts of RNA (p<0.001), and of RNA above 200 nucleotides (p<0.001). CONCLUSION Our experience with many archival tissues demonstrates that with careful management of tissue processing and quality control it is possible to conduct multi-omic studies in a complex multi-institutional setting for investigations involving minute quantities of FFPE tumors, as in studies of early-stage melanoma. The study describes, for the first time, the optimal strategy for obtaining archival and limited tumor tissue, the characteristics of the nucleic acids co-extracted from a unique cell lysate, and success rate in downstream applications. In addition, our findings provide an estimate of the anticipated attrition that will guide other large multicenter research and consortia.
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Affiliation(s)
- Irene Orlow
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York, United States of America
| | - Keimya D Sadeghi
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York, United States of America
| | - Sharon N Edmiston
- Department of Dermatology, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Jessica M Kenney
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York, United States of America
| | - Cecilia Lezcano
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, United States of America
| | - James S Wilmott
- Melanoma Institute Australia, The University of Sydney, Sydney, New South Wales, Australia
- Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
- Tissue Pathology and Diagnostic Oncology, Royal Prince Alfred Hospital and NSW Health Pathology, Sydney, New South Wales, Australia
- Charles Perkins Centre, The University of Sydney, Sydney, New South Wales, Australia
| | - Anne E Cust
- Melanoma Institute Australia, The University of Sydney, Sydney, New South Wales, Australia
- The Daffodil Centre, University of Sydney, a joint venture with Cancer Council New South Wales, Australia
- Sydney School of Public Health, The University of Sydney, Sydney, Australia
| | - Richard A Scolyer
- Melanoma Institute Australia, The University of Sydney, Sydney, New South Wales, Australia
- Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
- Tissue Pathology and Diagnostic Oncology, Royal Prince Alfred Hospital and NSW Health Pathology, Sydney, New South Wales, Australia
- Charles Perkins Centre, The University of Sydney, Sydney, New South Wales, Australia
| | - Graham J Mann
- Melanoma Institute Australia, The University of Sydney, Sydney, New South Wales, Australia
- Centre for Cancer Research, Westmead Institute for Medical Research, The University of Sydney, Westmead, New South Wales, Australia
- John Curtin School of Medical Research, Australian National University, Canberra, Australia
| | - Tim K Lee
- British Columbia Cancer Research Center, Vancouver, British Columbia, Canada
| | - Hazel Burke
- Melanoma Institute Australia, The University of Sydney, Sydney, New South Wales, Australia
| | - Valerie Jakrot
- Melanoma Institute Australia, The University of Sydney, Sydney, New South Wales, Australia
| | - Ping Shang
- Melanoma Institute Australia, The University of Sydney, Sydney, New South Wales, Australia
| | - Peter M Ferguson
- Melanoma Institute Australia, The University of Sydney, Sydney, New South Wales, Australia
- Tissue Pathology and Diagnostic Oncology, Royal Prince Alfred Hospital and New South Wales Health Pathology, Sydney, New South Wales, Australia
| | - Tawny W Boyce
- Department of Internal Medicine, University of New Mexico Comprehensive Cancer Center, Albuquerque, New Mexico, United States of America
| | - Jennifer S Ko
- Department of Pathology, Cleveland Clinic, Cleveland, Ohio, United States of America
| | - Peter Ngo
- Department of Hospital Medicine, Cleveland Clinic, Cleveland, Ohio, United States of America
| | - Pauline Funchain
- Taussig Cancer Institute, Cleveland Clinic, Cleveland, Ohio, United States of America
| | - Judy R Rees
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire, United States of America
| | - Kelli O'Connell
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York, United States of America
| | - Honglin Hao
- Department of Dermatology, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Eloise Parrish
- Department of Dermatology, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Kathleen Conway
- Department of Dermatology, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Paul B Googe
- Department of Dermatology, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - David W Ollila
- Department of Surgery, Division of Surgical Oncology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Stergios J Moschos
- Department of Medicine, Division of Medical Oncology, The University of North Carolina Lineberger Comprehensive Cancer Center, Chapel Hill, North Carolina, United States of America
| | - Eva Hernando
- Department of Pathology, New York University Grossman School of Medicine, New York, New York, United States of America
| | - Douglas Hanniford
- Department of Pathology, New York University Grossman School of Medicine, New York, New York, United States of America
| | - Diana Argibay
- Department of Pathology, New York University Grossman School of Medicine, New York, New York, United States of America
| | - Christopher I Amos
- Department of Medicine, Baylor College of Medicine, Houston, Texas, United States of America
| | - Jeffrey E Lee
- Department of Surgical Oncology, University of Texas, MD Anderson Cancer Center, Houston, Texas, United States of America
| | - Iman Osman
- Department of Urology, New York University Grossman School of Medicine, New York, NY, United States of America
- Department of Medicine, New York University Grossman School of Medicine, New York, NY, United States of America
- Department of Dermatology, New York University Grossman School of Medicine, New York, NY, United States of America
| | - Li Luo
- Department of Internal Medicine, University of New Mexico Comprehensive Cancer Center, Albuquerque, New Mexico, United States of America
| | - Pei-Fen Kuan
- Department of Applied Mathematics and Statistics, Stony Brook University, Stony Brook, New York, United States of America
| | - Arshi Aurora
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York, United States of America
| | - Bonnie E Gould Rothberg
- Smilow Cancer Hospital, Yale-New Haven Health System, New Haven, Connecticut, United States of America
| | - Marcus W Bosenberg
- Department of Internal Medicine, Section of Medical Oncology, Yale School of Medicine, New Haven, Connecticut, United States of America
- Department of Dermatology, Yale School of Medicine, New Haven, Connecticut, United States of America
- Department of Pathology, Yale School of Medicine, New Haven, Connecticut, United States of America
- Department of Immunobiology, Yale School of Medicine, New Haven, Connecticut, United States of America
| | - Meg R Gerstenblith
- Department of Dermatology, University Hospitals Cleveland Medical Center/Case Western Reserve University School of Medicine, Cleveland, Ohio, United States of America
- Department of Dermatology, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Cheryl Thompson
- Department of Nutrition, Case Western Reserve University, Cleveland, Ohio, United States of America
- Department of Public Health Sciences, Penn State University College of Medicine, Hershey, Pennsylvania, United States of America
| | - Paul N Bogner
- Department of Dermatology, Roswell Park Comprehensive Cancer Center, Buffalo, New York, United States of America
- Department of Pathology, Roswell Park Comprehensive Cancer Center, Buffalo, New York, United States of America
| | - Ivan P Gorlov
- Department of Medicine, Baylor College of Medicine, Houston, Texas, United States of America
| | - Sheri L Holmen
- Department of Oncological Sciences, University of Utah Health Sciences Center, Salt Lake City, Utah, United States of America
- Huntsman Cancer Institute, University of Utah Health Sciences Center, Salt Lake City, Utah, United States of America
- Department of Surgery, University of Utah Health Sciences Center, Salt Lake City, Utah, United States of America
| | - Elise K Brunsgaard
- Huntsman Cancer Institute, University of Utah Health Sciences Center, Salt Lake City, Utah, United States of America
| | - Yvonne M Saenger
- Department of Medicine, Division of Hematology/Oncology, Columbia University Irving Medical Center, New York, New York, United States of America
- Albert Einstein Cancer Center, Albert Einstein College of Medicine, Bronx, New York, United States of America
| | - Ronglai Shen
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York, United States of America
| | - Venkatraman Seshan
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York, United States of America
| | - Eduardo Nagore
- Department of Dermatology, Instituto Valenciano de Oncologia, Valencia, Spain
| | - Marc S Ernstoff
- Division of Cancer Treatment and Diagnosis, National Cancer Institute, ImmunoOncology Branch, Developmental Therapeutics Program, Rockville, Maryland, United States of America
| | - Klaus J Busam
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, United States of America
| | - Colin B Begg
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York, United States of America
| | - Nancy E Thomas
- Department of Dermatology, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Marianne Berwick
- Department of Internal Medicine, University of New Mexico Comprehensive Cancer Center, Albuquerque, New Mexico, United States of America
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8
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Gupta A, Chandra S, Chauhan N, Arora A. Study of PD-L1 Expression with Association of Pathological Factors and Molecular Subtypes in Breast Carcinoma. J Lab Physicians 2022; 14:491-496. [DOI: 10.1055/s-0042-1757232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022] Open
Abstract
Abstract
Background Programmed death ligand 1 (PD-L1), expressed on cancer cells, shows varied results in the prognosis of breast cancer. This study was conducted to study the expression of PD-L1 in breast carcinoma and to correlate it with pathological, molecular classification and prognostic factors.
Materials and Methods PD-L1 expression was correlated with tumor size, histopathological grade, necrosis, lymphovascular, perineurial invasion, lymph node metastasis, molecular classification, and survival in breast carcinoma cases.
Results Fifty cases were included which showed statistically significant difference of PD-L1 with mean age, tumor size, histopathological grade, lymphovascular emboli, and lymph node metastasis (p < 0.05). Estrogen receptor was strongly positive in 46%, progesterone receptor in 42%, and PD-L1 in 6% of cases. No statistically significant difference between pathological tumor–node–metastasis (TNM) staging and PD-L1 expression (p = 0.354) was observed. Receptor operating characteristic curve analysis showed that at the cutoff of PD-L1 greater than 120, specificity was 56.1%, sensitivity 66.7%, negative predictive value 88.5%, and positive predictive value 25% for predicting living status.
Conclusion PD-L1 is associated with poor prognostic factors including tumor size, histopathological grade, lymphovascular emboli, and lymph node metastasis in breast carcinoma. However, no significant association was observed between PD-L1 and pathological TNM stage or molecular subtypes of breast carcinoma. It is suggested that immunohistochemical reporting of PD-L1 should be standardized so that it is reproducible and reliable for the evaluation of breast carcinoma. Further, larger studies with extended follow-ups are recommended so that the exact role of PD-L1 as a prognostic marker in breast carcinoma could be ascertained.
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Affiliation(s)
- Abhishek Gupta
- Department of Pathology, Himalayan Institute of Medical Sciences, Swami Rama Himalayan University, Dehradun, Uttarakhand, India
| | - Smita Chandra
- Department of Pathology, Himalayan Institute of Medical Sciences, Swami Rama Himalayan University, Dehradun, Uttarakhand, India
| | - Neena Chauhan
- Department of Pathology, Himalayan Institute of Medical Sciences, Swami Rama Himalayan University, Dehradun, Uttarakhand, India
| | - Anshika Arora
- Department of Surgery, Himalayan Institute of Medical Sciences, Swami Rama Himalayan University, Dehradun, Uttarakhand, India
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9
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Ilgun AS, Aktepe F, Gonullu O, Kapucuoglu N, Yararbas K, Alco G, Ozturk A, Elbuken Celebi F, Erdogan Z, Ordu C, Unal C, Duymaz T, Soybir G, Yavuz E, Tuzlali S, Ozmen V. The effect of neoadjuvant chemotherapy on tumor-infiltrating lymphocytes in patients with breast cancer. Future Oncol 2022; 18:3289-3298. [PMID: 36017739 DOI: 10.2217/fon-2022-0157] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Aim: This study investigated the effect of neoadjuvant chemotherapy (NAC) on stromal tumor-infiltrating lymphocytes (sTILs) and their treatment response. Materials & methods: One hundred fifteen patients with pre-NAC core biopsies and post-NAC surgical resection specimens were reviewed. Results: There was no significant change between pre- and post-treatment sTILs. Both pre- and post-NAC sTILs were significantly lower in patients with luminal A subtype. An increase in sTILs was observed in 21 (25.9%) patients after NAC, a decrease in 29 (35.8%) and no change in 31 (38.3%; p = 0.07). Pretreatment sTIL density was independent predictor of pathological complete response in multivariate analyses (odds ratio: 1.025, 95% CI: 1.003-1.047; p = 0.023). Conclusion: High sTIL density in core biopsies was independently related to pathological complete response. In addition, ER appears to be the most crucial factor determining the rate of sTIL.
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Affiliation(s)
- Ahmet Serkan Ilgun
- Department of Surgery, Demiroglu Bilim University, Abide-i Hürriyet Cd No:164, Şişli/Istanbul, 34387, Turkey
| | - Fatma Aktepe
- Department of Pathology, Sisli Memorial Hospital, Istanbul, 34384, Turkey
| | - Onur Gonullu
- Department of Pathology, Sisli Etfal Training & Research Hospital, Istanbul, 34371, Turkey
| | - Nilgun Kapucuoglu
- Department of Pathology, Koc University Medical School, Istanbul, 34010, Turkey
| | - Kanay Yararbas
- Department of Medical Genetics, Demiroglu Bilim University, Istanbul, 34349, Turkey
| | - Gul Alco
- Department of Radiation Oncology, Demiroglu Bilim University, Istanbul, 34349, Turkey
| | - Alper Ozturk
- Department of Surgery, Biruni University Medical School, Istanbul, 34295, Turkey
| | - Filiz Elbuken Celebi
- Department of Radiology, Yeditepe University Medical School, Istanbul, 34718, Turkey
| | - Zeynep Erdogan
- Physical Therapy & Rehabilitation Center, Medical Park Hospital, Istanbul, 34732, Turkey
| | - Cetin Ordu
- Department of Medical Oncology, Demiroglu Bilim University, Istanbul, 34349, Turkey
| | - Caglar Unal
- Department of Medical Oncology, Kartal Lutfi Kirdar Training & Research Hospital, Istanbul, 34865, Turkey
| | - Tomris Duymaz
- Department of Physical Therapy & Rehabilitation, Bilgi University, Istanbul, 34060, Turkey
| | - Gursel Soybir
- Department of Surgery, Sisli Memorial Hospital, Istanbul, 34060, Turkey
| | - Ekrem Yavuz
- Tuzlali Pathology Laboratory, Istanbul, 34394, Turkey
| | - Sitki Tuzlali
- Tuzlali Pathology Laboratory, Istanbul, 34394, Turkey
| | - Vahit Ozmen
- Department of Surgery, Istanbul Florence Nightingale Hospital, Istanbul, 34387, Turkey
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10
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Identification of Immune Cell Components in Breast Tissues by a Multiparametric Flow Cytometry Approach. Cancers (Basel) 2022; 14:cancers14163869. [PMID: 36010863 PMCID: PMC9406207 DOI: 10.3390/cancers14163869] [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: 06/30/2022] [Revised: 08/03/2022] [Accepted: 08/09/2022] [Indexed: 11/17/2022] Open
Abstract
Simple Summary The tumor microenvironment in breast cancer plays important roles in tumor development and treatment response, giving important information critical for disease management. Today, an analysis of the tumor microenvironment is included in routine histopathologic reporting for practical clinical application. This manuscript aimed to deepen the study of the tumor microenvironment, analyzing the immune cells in breast tumoral and benign pathologies. Indeed, using a deep immunophenotyping approach by flow cytometry, we have studied the immune cells at the level of breast tissues, identifying different immunophenotyping that could be useful in the diagnosis and follow up of breast pathologies. As possible targets are continually being discovered in the tumor microenvironment, a future approach to breast cancer diagnosis and therapy could likely combine cancer cell elimination and tumor microenvironment modulation. Abstract Immune cell components are able to infiltrate tumor tissues, and different reports described the presence of infiltrating immune cells (TILs) in several types of solid tumors, including breast cancer. The primary immune cell component cells are reported as a lymphocyte population mainly comprising the cytotoxic (CD8+) T cells, with varying proportions of helper (CD4+) T cells and CD19+ B cells, and rarely NK cells. In clinical practice, an expert pathologist commonly detects TILs areas in hematoxylin and eosin (H&E)-stained histological slides via light microscopy. Moreover, other more in-depth approaches could be used to better define the immunological component associated with tumor tissues. Using a multiparametric flow cytometry approach, we have studied the immune cells obtained from breast tumor tissues compared to benign breast pathologies. A detailed evaluation of immune cell components was performed on 15 and 14 biopsies obtained from breast cancer and fibroadenoma subjects, respectively. The percentage of tumor-infiltrating T lymphocytes was significantly higher in breast cancer patients compared to patients with fibroadenoma. Infiltrating helper T lymphocytes were increased in the case of malignant breast lesions, while cytotoxic T lymphocytes disclosed an opposite trend. In addition, our data suggest that the synergistic effect of the presence/activation of NK cells and NKT cells, in line with the data in the literature, determines the dampening of the immune response. Moreover, the lymphocyte-to-monocyte ratio was calculated and was completely altered in patients with breast cancer. Our approach could be a potent prognostic factor to be used in diagnostic/therapeutic purposes for the improvement of breast cancer patients’ management.
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11
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Hamilton AM, Hurson AN, Olsson LT, Walens A, Nsonwu-Farley J, Kirk EL, Abdou Y, Downs-Canner SM, Serody JS, Perou CM, Calhoun BC, Troester MA, Hoadley KA. The Landscape of Immune Microenvironments in Racially Diverse Breast Cancer Patients. Cancer Epidemiol Biomarkers Prev 2022; 31:1341-1350. [PMID: 35437570 PMCID: PMC9292136 DOI: 10.1158/1055-9965.epi-21-1312] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Revised: 03/01/2022] [Accepted: 04/12/2022] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND Immunotherapy is a rapidly evolving treatment option in breast cancer; However, the breast cancer immune microenvironment is understudied in Black and younger (<50 years) patients. METHODS We used histologic and RNA-based immunoprofiling methods to characterize the breast cancer immune landscape in 1,952 tumors from the Carolina Breast Cancer Study (CBCS), a population-based study that oversampled Black (n = 1,030) and young women (n = 1,039). We evaluated immune response leveraging markers for 10 immune cell populations, compared profiles to those in The Cancer Genome Atlas (TCGA) Project [n = 1,095 tumors, Black (n = 183), and young women (n = 295)], and evaluated in association with clinical and demographic variables, including recurrence. RESULTS Consensus clustering identified three immune clusters in CBCS (adaptive-enriched, innate-enriched, or immune-quiet) that varied in frequency by race, age, tumor grade and subtype; however, only two clusters were identified in TCGA, which were predominantly comprised of adaptive-enriched and innate-enriched tumors. In CBCS, the strongest adaptive immune response was observed for basal-like, HER2-positive (HER2+), triple-negative breast cancer (TNBC), and high-grade tumors. Younger patients had higher proportions of adaptive-enriched tumors, particularly among estrogen receptor (ER)-negative (ER-) cases. Black patients had higher frequencies of both adaptive-enriched and innate-enriched tumors. Immune clusters were associated with recurrence among ER- tumors, with adaptive-enriched showing the best and innate-enriched showing the poorest 5-year recurrence-free survival. CONCLUSIONS These data suggest that immune microenvironments are intricately related to race, age, tumor subtype, and grade. IMPACT Given higher mortality among Black and young women, more defined immune classification using cell-type-specific panels could help explain higher recurrence and ultimately lead to targetable interventions.
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Affiliation(s)
- Alina M. Hamilton
- Department of Pathology and Laboratory Medicine, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Amber N. Hurson
- Department of Epidemiology, Gillings School of Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Linnea T. Olsson
- Department of Epidemiology, Gillings School of Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Andrea Walens
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, 27599, USA
| | - Joseph Nsonwu-Farley
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, 27599, USA
| | - Erin L. Kirk
- Department of Epidemiology, Gillings School of Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Yara Abdou
- Department of Medicine, Division of Oncology, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Stephanie M. Downs-Canner
- Department of Surgery, Division of Surgical Oncology and Endocrine Surgery, University of North Carolina School of Medicine, Chapel Hill, NC, 27599, USA
| | - Jonathan S. Serody
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, NC, 27599, USA
- Division of Hematology/Oncology, Department of Medicine, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Charles M. Perou
- Department of Pathology and Laboratory Medicine, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
- Department of Genetics, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Benjamin C. Calhoun
- Department of Pathology and Laboratory Medicine, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Melissa A. Troester
- Department of Pathology and Laboratory Medicine, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
- Department of Epidemiology, Gillings School of Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Katherine A. Hoadley
- Department of Genetics, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
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12
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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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13
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Meyer HJ, Höhn AK, Prasse G, Hoffmann KT, Surov A. Associations between tumor and edema volumes with tumor infiltrating lymphocytes in brain metastasis - A preliminary study. Clin Neurol Neurosurg 2021; 212:107088. [PMID: 34915356 DOI: 10.1016/j.clineuro.2021.107088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2021] [Revised: 11/27/2021] [Accepted: 12/04/2021] [Indexed: 11/19/2022]
Abstract
OBJECTIVE Perifocal edema of brain tumors is associated with survival and neurological symptoms. The present study sought to elucidate the association between edema volume and tumor infiltrating lymphocytes (TIL) in brain metastasis. METHODS 25 patients with brain metastasis were included into the retrospective study. TILs expressing CD45 was analyzed with leucocyte common antigen staining. MRI was used to semiautomatically estimate tumor and edema volumes. RESULTS No correlation between tumor volume and edema volume was identified. A positive correlation was identified between tumor volume and TILs expressing CD45 of the stromal compartment (r = 0.46, p = 0.02). No correlations were identified between TILs expressing CD45 and edema volume. CONCLUSIONS The present study identified correlations between TILs expressing CD45 and volume of BM. The tumor growth of BM might lead to a recruitment of TIL, which could be assessed by MRI.
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Affiliation(s)
- Hans-Jonas Meyer
- Department of Diagnostic and Interventional Radiology, University of Leipzig, Leipzig, Germany.
| | | | - Gordian Prasse
- Department of Neuroradiology, University of Leipzig, Leipzig, Germany
| | | | - Alexey Surov
- Department of Radiology and Nuclear Medicine, University of Magdeburg, Magdeburg, Germany
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14
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Bovilla VR, Kuruburu MG, Bettada VG, Krishnamurthy J, Sukocheva OA, Thimmulappa RK, Shivananju NS, Balakrishna JP, Madhunapantula SV. Targeted Inhibition of Anti-Inflammatory Regulator Nrf2 Results in Breast Cancer Retardation In Vitro and In Vivo. Biomedicines 2021; 9:1119. [PMID: 34572304 PMCID: PMC8471069 DOI: 10.3390/biomedicines9091119] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Revised: 08/21/2021] [Accepted: 08/26/2021] [Indexed: 02/06/2023] Open
Abstract
Nuclear factor erythroid-2 related factor-2 (Nrf2) is an oxidative stress-response transcriptional activator that promotes carcinogenesis through metabolic reprogramming, tumor promoting inflammation, and therapeutic resistance. However, the extension of Nrf2 expression and its involvement in regulation of breast cancer (BC) responses to chemotherapy remain largely unclear. This study determined the expression of Nrf2 in BC tissues (n = 46) and cell lines (MDA-MB-453, MCF-7, MDA-MB-231, MDA-MB-468) with diverse phenotypes. Immunohistochemical (IHC)analysis indicated lower Nrf2 expression in normal breast tissues, compared to BC samples, although the difference was not found to be significant. However, pharmacological inhibition and siRNA-induced downregulation of Nrf2 were marked by decreased activity of NADPH quinone oxidoreductase 1 (NQO1), a direct target of Nrf2. Silenced or inhibited Nrf2 signaling resulted in reduced BC proliferation and migration, cell cycle arrest, activation of apoptosis, and sensitization of BC cells to cisplatin in vitro. Ehrlich Ascites Carcinoma (EAC) cells demonstrated elevated levels of Nrf2 and were further tested in experimental mouse models in vivo. Intraperitoneal administration of pharmacological Nrf2 inhibitor brusatol slowed tumor cell growth. Brusatol increased lymphocyte trafficking towards engrafted tumor tissue in vivo, suggesting activation of anti-cancer effects in tumor microenvironment. Further large-scale BC testing is needed to confirm Nrf2 marker and therapeutic capacities for chemo sensitization in drug resistant and advanced tumors.
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Affiliation(s)
- Venugopal R. Bovilla
- Department of Biochemistry (DST-FIST Supported Department), JSS Medical College, JSS Academy of Higher Education & Research, Mysore 570015, Karnataka, India; (V.R.B.); (M.G.K.); (V.G.B.); (R.K.T.)
- Center of Excellence in Molecular Biology and Regenerative Medicine (CEMR) Laboratory (DST-FIST Supported Center), JSS Medical College, JSS Academy of Higher Education & Research, Mysore 570015, Karnataka, India
- Public Health Research Institute of India (PHRII), Mysuru 570020, Karnataka, India
| | - Mahadevaswamy G. Kuruburu
- Department of Biochemistry (DST-FIST Supported Department), JSS Medical College, JSS Academy of Higher Education & Research, Mysore 570015, Karnataka, India; (V.R.B.); (M.G.K.); (V.G.B.); (R.K.T.)
- Center of Excellence in Molecular Biology and Regenerative Medicine (CEMR) Laboratory (DST-FIST Supported Center), JSS Medical College, JSS Academy of Higher Education & Research, Mysore 570015, Karnataka, India
| | - Vidya G. Bettada
- Department of Biochemistry (DST-FIST Supported Department), JSS Medical College, JSS Academy of Higher Education & Research, Mysore 570015, Karnataka, India; (V.R.B.); (M.G.K.); (V.G.B.); (R.K.T.)
- Center of Excellence in Molecular Biology and Regenerative Medicine (CEMR) Laboratory (DST-FIST Supported Center), JSS Medical College, JSS Academy of Higher Education & Research, Mysore 570015, Karnataka, India
| | - Jayashree Krishnamurthy
- Department of Pathology, JSS Medical College, JSS Academy of Higher Education & Research, Mysore 570015, Karnataka, India;
| | - Olga A. Sukocheva
- College of Nursing and Health Sciences, Flinders University, Bedford Park, SA 5042, Australia
| | - Rajesh K. Thimmulappa
- Department of Biochemistry (DST-FIST Supported Department), JSS Medical College, JSS Academy of Higher Education & Research, Mysore 570015, Karnataka, India; (V.R.B.); (M.G.K.); (V.G.B.); (R.K.T.)
- Center of Excellence in Molecular Biology and Regenerative Medicine (CEMR) Laboratory (DST-FIST Supported Center), JSS Medical College, JSS Academy of Higher Education & Research, Mysore 570015, Karnataka, India
| | - Nanjunda Swamy Shivananju
- Department of Biotechnology, JSS Technical Institutions Campus, JSS Science and Technology University, Mysore 570006, Karnataka, India;
| | | | - SubbaRao V. Madhunapantula
- Department of Biochemistry (DST-FIST Supported Department), JSS Medical College, JSS Academy of Higher Education & Research, Mysore 570015, Karnataka, India; (V.R.B.); (M.G.K.); (V.G.B.); (R.K.T.)
- Center of Excellence in Molecular Biology and Regenerative Medicine (CEMR) Laboratory (DST-FIST Supported Center), JSS Medical College, JSS Academy of Higher Education & Research, Mysore 570015, Karnataka, India
- Leader, Special Interest Group in Cancer Biology and Cancer Stem Cells (SIG-CBCSC), JSS Academy of Higher Education & Research, Mysore 570015, Karnataka, India
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15
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Radiomics Model for Evaluating the Level of Tumor-Infiltrating Lymphocytes in Breast Cancer Based on Dynamic Contrast-Enhanced MRI. Clin Breast Cancer 2020; 21:440-449.e1. [PMID: 33795199 DOI: 10.1016/j.clbc.2020.12.008] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2020] [Revised: 12/07/2020] [Accepted: 12/22/2020] [Indexed: 01/28/2023]
Abstract
BACKGROUND To help identify potential breast cancer (BC) candidates for immunotherapies, we aimed to develop and validate a radiology-based biomarker (radiomic score) to predict the level of tumor-infiltrating lymphocytes (TILs) in patients with BC. PATIENTS AND METHODS This retrospective study enrolled 172 patients with histopathology-confirmed BC assigned to the training (n = 121) or testing (n = 51) cohorts. Radiomic features were extracted and selected using Analysis-Kit software. The correlation between TIL levels and clinical features and radiomic features was evaluated. The clinical features model, radiomic signature model, and combined prediction model were constructed and compared. Predictive performance was assessed by receiver operating characteristic analysis and clinical utility by implementing a nomogram. RESULTS Seven radiomic features were selected as the best discriminators to construct the radiomic signature model, the performance of which was good in both the training and validation data sets, with an area under the curve (AUC) of 0.742 (95% confidence interval [CI], 0.642-0.843) and 0.718 (95% CI, 0.558-0.878), respectively. Estrogen receptor status and tumor diameter were confirmed to be significant features for building the clinical feature model, which had an AUC of 0.739 (95% CI, 0.632-0.846) and 0.824 (95% CI, 0.692-0.957), respectively. The combined prediction model had an AUC of 0.800 (95% CI, 0.709-0.892) and 0.842 (95% CI, 0.730-0.954), respectively. CONCLUSION The radiomic signature could be an important predictor of the TIL level in BC, which, when validated, could be useful in identifying BC patients who can benefit from immunotherapies. The nomogram may help clinicians make decisions.
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