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Shigematsu H, Fukui K, Kanou A, Yokoyama E, Tanaka M, Fujimoto M, Suzuki K, Ikejiri H, Amioka A, Hiraoka E, Sasada S, Emi A, Nakagiri T, Arihiro K, Okada M. Diagnostic performance of TILs-US score and LPBC in biopsy specimens for predicting pathological complete response in patients with breast cancer. Int J Clin Oncol 2024:10.1007/s10147-024-02634-9. [PMID: 39363123 DOI: 10.1007/s10147-024-02634-9] [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: 06/14/2024] [Accepted: 09/20/2024] [Indexed: 10/05/2024]
Abstract
BACKGROUND Tumor-infiltrating lymphocytes-ultrasonography (TILs-US) score is used to predict lymphocyte-predominant breast cancer (LPBC) in surgical specimens. We aimed to compare diagnostic performance of TILs-US score for predicting pathological complete response (pCR) with that of LPBC in biopsy specimens. METHODS TILs ≥ 50% in biopsy specimens was defined as biopsy-LPBC, and TILs-US score ≥ 4 was categorized as TILs-US score-high. Basic nomogram for pCR was developed using stepwise logistic regression based on the smallest Akaike Information Criterion, and biopsy-LPBC and TILs-US score nomograms were developed by integrating biopsy-LPBC or TILs-US scores into a basic nomogram. The diagnostic performance of the nomograms for pCR was compared using area under the curve (AUC), categorical net reclassification improvement (NRI), and integrated discrimination improvement (IDI). RESULTS This retrospective study evaluated 118 patients with breast cancer, including 33 (28.0%) with biopsy-LPBC, 52 (44.1%) with TILs-US score-high, with 34 (28.8%) achieving pCR. The sensitivity, specificity, positive likelihood ratio, negative likelihood ratio, and AUC for predicting pCR were 0.53, 0.82, 2.96, 0.57, and 0.68, respectively, for biopsy-LPBC, and 0.76, 0.69, 2.47, 0.34, and 0.73, respectively, for TILs-US score. The biopsy-LPBC nomogram showed significant improvements in categorical NRI (p = 0.023) and IDI (p = 0.007) but not in AUC (p = 0.25), compared with the basic nomogram. The TILs-US nomogram exhibited significant improvements in AUC (p = 0.039), categorical NRI (p = 0.010), and IDI (p < 0.001). CONCLUSIONS The TILs-US score may serve as a novel marker for prediction of pCR in patients with breast cancer. An external validation study is warranted to confirm our findings.
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Affiliation(s)
- Hideo Shigematsu
- Department of Surgical Oncology, Research Institute for Radiation Biology and Medicine, Hiroshima University, 1-2-3-Kasumi, Minami-Ku, Hiroshima, 734-8551, Japan.
| | - Kayo Fukui
- Division of Laboratory Medicine, Hiroshima University Hospital, Hiroshima, 734-8551, Japan
| | - Akiko Kanou
- Division of Laboratory Medicine, Hiroshima University Hospital, Hiroshima, 734-8551, Japan
| | - Erika Yokoyama
- Division of Laboratory Medicine, Hiroshima University Hospital, Hiroshima, 734-8551, Japan
| | - Makiko Tanaka
- Division of Laboratory Medicine, Hiroshima University Hospital, Hiroshima, 734-8551, Japan
| | - Mutsumi Fujimoto
- Department of Surgical Oncology, Research Institute for Radiation Biology and Medicine, Hiroshima University, 1-2-3-Kasumi, Minami-Ku, Hiroshima, 734-8551, Japan
| | - Kanako Suzuki
- Department of Surgical Oncology, Research Institute for Radiation Biology and Medicine, Hiroshima University, 1-2-3-Kasumi, Minami-Ku, Hiroshima, 734-8551, Japan
| | - Haruka Ikejiri
- Department of Surgical Oncology, Research Institute for Radiation Biology and Medicine, Hiroshima University, 1-2-3-Kasumi, Minami-Ku, Hiroshima, 734-8551, Japan
| | - Ai Amioka
- Department of Surgical Oncology, Research Institute for Radiation Biology and Medicine, Hiroshima University, 1-2-3-Kasumi, Minami-Ku, Hiroshima, 734-8551, Japan
| | - Emiko Hiraoka
- Department of Surgical Oncology, Research Institute for Radiation Biology and Medicine, Hiroshima University, 1-2-3-Kasumi, Minami-Ku, Hiroshima, 734-8551, Japan
| | - Shinsuke Sasada
- Department of Surgical Oncology, Research Institute for Radiation Biology and Medicine, Hiroshima University, 1-2-3-Kasumi, Minami-Ku, Hiroshima, 734-8551, Japan
| | - Akiko Emi
- Department of Breast Surgery, Hiroshima City North Medical Center Asa Citizens Hospital, Hiroshima, 731-0293, Japan
| | - Tetsuya Nakagiri
- Department of Anatomical Pathology, Hiroshima University Hospital, Hiroshima, 734-8551, Japan
| | - Koji Arihiro
- Department of Anatomical Pathology, Hiroshima University Hospital, Hiroshima, 734-8551, Japan
| | - Morihito Okada
- Department of Surgical Oncology, Research Institute for Radiation Biology and Medicine, Hiroshima University, 1-2-3-Kasumi, Minami-Ku, Hiroshima, 734-8551, Japan
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Cezar Aquino de Moraes F, Henrique Cavalcanti Orestes Cardoso J, Alves Kelly F, Kreuz M, Rodrigues Fernandes L, Cristina Figueroa Magalhães M, Mario Rodríguez Burbano R. HLA-I and breast cancer prognosis: A systematic review and meta-analysis. Hum Immunol 2024; 85:111148. [PMID: 39321712 DOI: 10.1016/j.humimm.2024.111148] [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: 07/18/2024] [Revised: 09/02/2024] [Accepted: 09/20/2024] [Indexed: 09/27/2024]
Abstract
BACKGROUND Breast cancer (BC) is a significant global health issue, accounting for 1 in 8 cancer diagnoses worldwide. HLA class I molecules are typically expressed on the cell surface, but cancer cells can develop mechanisms to evade recognition by CTLs, including the downregulation of HLA class I expression. In this context, we aimed to conduct a systematic review and meta-analysis to clarify the role of HLA class I expression in clinical outcomes for patients with BC. METHODS A comprehensive literature search was conducted across PubMed, Scopus, Web of Science, and the Cochrane databases. Effect sizes, along with I2 and Tau2 statistics, were used to assess heterogeneity through a DerSimonian and Laird random-effects model. Statistical analyses were performed using R statistical software, version 4.2.3. RESULTS Among the 8 included studies, most of the analyzed samples consisted of ductal carcinoma cases (1588, 86.39 %), from the luminal (A or B) intrinsic subtype (1865, 69.07 %), with no lymph node metastasis (2658, 57.24 %), no HER2 overexpression (2594, 67.46 %), negative Ki67 status (1721, 71.26 %), and positive hormone receptor status (4732, 64.05 %). The analysis revealed a significant reduction in disease-free survival (HR 0.57; 95 % CI 0.34 to 0.95; p = 0.034; I2 = 84 %) in the group with low HLA-I expression. However, no significant difference was found between the groups with high and low HLA-I expression regarding overall survival (HR 0.77; 95 % CI 0.28 to 2.14; p = 0.62; I2 = 86 %). CONCLUSIONS This systematic review and meta-analysis demonstrated that HLA class I expression is associated with a significant improvement in disease-free survival, though no significant effect on overall survival was observed.
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Affiliation(s)
| | | | | | - Michele Kreuz
- Lutheran University of Brazil, Canoas, RS, 92425-900, Brazil
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Shigematsu H, Fukui K, Kanou A, Fujimoto M, Suzuki K, Ikejiri H, Amioka A, Hiraoka E, Sasada S, Emi A, Arihiro K, Okada M. A nomogram to predict the pathological complete response in patients with breast cancer based on the TILs-US score. Jpn J Clin Oncol 2024; 54:967-974. [PMID: 38864243 DOI: 10.1093/jjco/hyae076] [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: 04/01/2024] [Accepted: 05/29/2024] [Indexed: 06/13/2024] Open
Abstract
BACKGROUND The tumor-infiltrating lymphocytes-ultrasonography score is a calculation system for predicting lymphocyte-predominant breast cancers in surgical specimens. A nomogram based on the tumor-infiltrating lymphocytes-ultrasonography score was developed to predict the pathological complete response in breast cancer treated with neoadjuvant chemotherapy. METHODS A retrospective evaluation was conducted on 118 patients with breast cancer treated with neoadjuvant chemotherapy at Hiroshima University Hospital. Tumor-infiltrating lymphocytes-ultrasonography scores ≥4 were classified as high. A nomogram was developed using a stepwise logistic regression model for pathological complete response (ypT0 ypN0), based on the smallest Akaike information criterion. The predictive ability and clinical usefulness of the nomogram were also evaluated. RESULTS Among 118 patients, 34 (28.8%) achieved a pathological complete response, and 52 (44.1%) exhibited high tumor-infiltrating lymphocytes-ultrasonography. In multivariate logistic regression analysis, high tumor-infiltrating lymphocytes-ultrasonography (odds ratio, 6.01; P < 0.001), clinical complete response (odds ratio, 4.83; P = 0.004) and hormone receptor (odds ratio, 3.48; P = 0.038) were independent predictors of pathological complete response. A nomogram based on tumor-infiltrating lymphocytes-ultrasonography score, clinical complete response, hormone receptor and clinical N status was developed. The nomogram showed an area under the curve of 0.831 and a bias-corrected area under the curve of 0.809. The calibration plot showed a good fit between the expected and actual pathological complete response values. Decision curve analysis also showed the clinical utility of the nomogram for predicting pathological complete responses. CONCLUSIONS A nomogram based on the tumor-infiltrating lymphocytes-ultrasonography score exhibited a favorable predictive ability for pathological complete response in patients with breast cancer, which can be useful in predicting the residual disease status after neoadjuvant chemotherapy.
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Affiliation(s)
- Hideo Shigematsu
- Department of Surgical Oncology, Research Institute for Radiation Biology and Medicine, Hiroshima University, 1-2-3-Kasumi, Minami-ku, Hiroshima, 734-8551, Japan
| | - Kayo Fukui
- Division of Laboratory Medicine, Hiroshima University Hospital, 1-2-3-Kasumi, Minami-ku, Hiroshima, 734-8551, Japan
| | - Akiko Kanou
- Division of Laboratory Medicine, Hiroshima University Hospital, 1-2-3-Kasumi, Minami-ku, Hiroshima, 734-8551, Japan
| | - Mutsumi Fujimoto
- Department of Surgical Oncology, Research Institute for Radiation Biology and Medicine, Hiroshima University, 1-2-3-Kasumi, Minami-ku, Hiroshima, 734-8551, Japan
| | - Kanako Suzuki
- Department of Surgical Oncology, Research Institute for Radiation Biology and Medicine, Hiroshima University, 1-2-3-Kasumi, Minami-ku, Hiroshima, 734-8551, Japan
| | - Haruka Ikejiri
- Department of Surgical Oncology, Research Institute for Radiation Biology and Medicine, Hiroshima University, 1-2-3-Kasumi, Minami-ku, Hiroshima, 734-8551, Japan
| | - Ai Amioka
- Department of Surgical Oncology, Research Institute for Radiation Biology and Medicine, Hiroshima University, 1-2-3-Kasumi, Minami-ku, Hiroshima, 734-8551, Japan
| | - Emiko Hiraoka
- Department of Surgical Oncology, Research Institute for Radiation Biology and Medicine, Hiroshima University, 1-2-3-Kasumi, Minami-ku, Hiroshima, 734-8551, Japan
| | - Shinsuke Sasada
- Department of Surgical Oncology, Research Institute for Radiation Biology and Medicine, Hiroshima University, 1-2-3-Kasumi, Minami-ku, Hiroshima, 734-8551, Japan
| | - Akiko Emi
- Department of Breast Surgery, Hiroshima City North Medical Center, Asa Citizens Hospital, 1-2-1-Kameyamaminami Asakita-ku, Hiroshima, 731-0293, Japan
| | - Koji Arihiro
- Department of Anatomical Pathology, Hiroshima University Hospital, 1-2-3-Kasumi, Minami-ku, Hiroshima, 734-8551, Japan
| | - Morihito Okada
- Department of Surgical Oncology, Research Institute for Radiation Biology and Medicine, Hiroshima University, 1-2-3-Kasumi, Minami-ku, Hiroshima, 734-8551, Japan
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Xie T, Huang A, Yan H, Ju X, Xiang L, Yuan J. Artificial intelligence: illuminating the depths of the tumor microenvironment. J Transl Med 2024; 22:799. [PMID: 39210368 PMCID: PMC11360846 DOI: 10.1186/s12967-024-05609-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2024] [Accepted: 08/18/2024] [Indexed: 09/04/2024] Open
Abstract
Artificial intelligence (AI) can acquire characteristics that are not yet known to humans through extensive learning, enabling to handle large amounts of pathology image data. Divided into machine learning and deep learning, AI has the advantage of handling large amounts of data and processing image analysis, consequently it also has a great potential in accurately assessing tumour microenvironment (TME) models. With the complex composition of the TME, in-depth study of TME contributes to new ideas for treatment, assessment of patient response to postoperative therapy and prognostic prediction. This leads to a review of the development of AI's application in TME assessment in this study, provides an overview of AI techniques applied to medicine, delves into the application of AI in analysing the quantitative and spatial location characteristics of various cells (tumour cells, immune and non-immune cells) in the TME, reveals the predictive prognostic value of TME and provides new ideas for tumour therapy, highlights the great potential for clinical applications. In addition, a discussion of its limitations and encouraging future directions for its practical clinical application is presented.
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Affiliation(s)
- Ting Xie
- Department of Pathology, Renmin Hospital of Wuhan University, 238 Jiefang-Road, Wuchang District, Wuhan, 430060, People's Republic of China
| | - Aoling Huang
- Department of Pathology, Renmin Hospital of Wuhan University, 238 Jiefang-Road, Wuchang District, Wuhan, 430060, People's Republic of China
| | - Honglin Yan
- Department of Pathology, Renmin Hospital of Wuhan University, 238 Jiefang-Road, Wuchang District, Wuhan, 430060, People's Republic of China
| | - Xianli Ju
- Department of Pathology, Renmin Hospital of Wuhan University, 238 Jiefang-Road, Wuchang District, Wuhan, 430060, People's Republic of China
| | - Lingyan Xiang
- Department of Pathology, Renmin Hospital of Wuhan University, 238 Jiefang-Road, Wuchang District, Wuhan, 430060, People's Republic of China
| | - Jingping Yuan
- Department of Pathology, Renmin Hospital of Wuhan University, 238 Jiefang-Road, Wuchang District, Wuhan, 430060, People's Republic of China.
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Yildirim S, Dogan A, Akdag G, Cavdar E, Kinikoglu O, Oksuz S, Yildiz HS, Kucukoz Uzun A, Isik D, Surmeli H, Basoglu T, Sever ON, Odabas H, Yildirim ME, Turan N. A Novel Prognostic Indicator for Immunotherapy Response: Lymphocyte-to-Albumin (LA) Ratio Predicts Survival in Metastatic NSCLC Patients. Cancers (Basel) 2024; 16:2512. [PMID: 39061152 PMCID: PMC11274503 DOI: 10.3390/cancers16142512] [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: 06/08/2024] [Revised: 07/05/2024] [Accepted: 07/09/2024] [Indexed: 07/28/2024] Open
Abstract
OBJECTIVE Immunotherapies are commonly employed for the treatment of non-small-cell lung cancer (NSCLC). However, predictive biomarkers still need to be improved to predict responses to these agents. The lymphocyte-albumin (LA) laboratory index has not been evaluated before in this patient group. The aim of this study was to analyze the relation between the LA index and the survival rate of metastatic NSCLC patients who had immunotherapy after at least one round of chemotherapy. METHODS The research included 227 patients diagnosed with metastatic NSCLC, who were administered nivolumab after at least one round of chemotherapy. The LA index was calculated by multiplying lymphocyte count and albumin concentration. The optimal threshold values for the index were established by the examination of the ROC curve for both overall survival (OS) and progression-free survival (PFS). Oncological data were obtained retrospectively from patient files, and survival analyses were performed. RESULTS The median follow-up was 7.9 months. Progression was observed in 129 (56.9%) patients. A total of 97 (42.7%) patients died during the follow-up. The cutoff values of the LA index to predict OS and PFS were determined as 52.87 and 57.67, respectively. The low-LA group had significantly lowered OS and PFS compared to the high-LA group. LA was found to be an independent prognostic factor for PFS (hazard ratio 4.47; 95% confidence interval, 2.73-7.34; p < 0.001) and OS (hazard ratio 6.24; 95% confidence interval, 3.46-11.25; p < 0.001) in the multivariate regression analysis. CONCLUSIONS In this study, we observed that the LA index independently predicts OS and PFS in immunotherapy-treated metastatic NSCLC patients. Its ease of application, low cost, and noninvasive nature make it a potential guide for clinicians in predicting treatment responses and survival.
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Affiliation(s)
- Sedat Yildirim
- Department of Medical Oncology, Kartal Dr. Lütfi Kirdar City Hospital, Health Science University, Istanbul 34865, Turkey; (A.D.); (G.A.); (O.K.); (S.O.); (H.S.Y.); (D.I.); (H.S.); (T.B.); (O.N.S.); (H.O.); (M.E.Y.); (N.T.)
| | - Akif Dogan
- Department of Medical Oncology, Kartal Dr. Lütfi Kirdar City Hospital, Health Science University, Istanbul 34865, Turkey; (A.D.); (G.A.); (O.K.); (S.O.); (H.S.Y.); (D.I.); (H.S.); (T.B.); (O.N.S.); (H.O.); (M.E.Y.); (N.T.)
| | - Goncagul Akdag
- Department of Medical Oncology, Kartal Dr. Lütfi Kirdar City Hospital, Health Science University, Istanbul 34865, Turkey; (A.D.); (G.A.); (O.K.); (S.O.); (H.S.Y.); (D.I.); (H.S.); (T.B.); (O.N.S.); (H.O.); (M.E.Y.); (N.T.)
| | - Eyyup Cavdar
- Department of Medical Oncology, Faculty of Medicine, Tekirdag Namik Kemal University, Tekirdağ 59030, Turkey;
| | - Oguzcan Kinikoglu
- Department of Medical Oncology, Kartal Dr. Lütfi Kirdar City Hospital, Health Science University, Istanbul 34865, Turkey; (A.D.); (G.A.); (O.K.); (S.O.); (H.S.Y.); (D.I.); (H.S.); (T.B.); (O.N.S.); (H.O.); (M.E.Y.); (N.T.)
| | - Sila Oksuz
- Department of Medical Oncology, Kartal Dr. Lütfi Kirdar City Hospital, Health Science University, Istanbul 34865, Turkey; (A.D.); (G.A.); (O.K.); (S.O.); (H.S.Y.); (D.I.); (H.S.); (T.B.); (O.N.S.); (H.O.); (M.E.Y.); (N.T.)
| | - Hacer Sahika Yildiz
- Department of Medical Oncology, Kartal Dr. Lütfi Kirdar City Hospital, Health Science University, Istanbul 34865, Turkey; (A.D.); (G.A.); (O.K.); (S.O.); (H.S.Y.); (D.I.); (H.S.); (T.B.); (O.N.S.); (H.O.); (M.E.Y.); (N.T.)
| | - Aysun Kucukoz Uzun
- Department of Nuclear Medicine, Kartal Dr. Lütfi Kirdar City Hospital, Health Science University, Istanbul 34865, Turkey;
| | - Deniz Isik
- Department of Medical Oncology, Kartal Dr. Lütfi Kirdar City Hospital, Health Science University, Istanbul 34865, Turkey; (A.D.); (G.A.); (O.K.); (S.O.); (H.S.Y.); (D.I.); (H.S.); (T.B.); (O.N.S.); (H.O.); (M.E.Y.); (N.T.)
| | - Heves Surmeli
- Department of Medical Oncology, Kartal Dr. Lütfi Kirdar City Hospital, Health Science University, Istanbul 34865, Turkey; (A.D.); (G.A.); (O.K.); (S.O.); (H.S.Y.); (D.I.); (H.S.); (T.B.); (O.N.S.); (H.O.); (M.E.Y.); (N.T.)
| | - Tugba Basoglu
- Department of Medical Oncology, Kartal Dr. Lütfi Kirdar City Hospital, Health Science University, Istanbul 34865, Turkey; (A.D.); (G.A.); (O.K.); (S.O.); (H.S.Y.); (D.I.); (H.S.); (T.B.); (O.N.S.); (H.O.); (M.E.Y.); (N.T.)
| | - Ozlem Nuray Sever
- Department of Medical Oncology, Kartal Dr. Lütfi Kirdar City Hospital, Health Science University, Istanbul 34865, Turkey; (A.D.); (G.A.); (O.K.); (S.O.); (H.S.Y.); (D.I.); (H.S.); (T.B.); (O.N.S.); (H.O.); (M.E.Y.); (N.T.)
| | - Hatice Odabas
- Department of Medical Oncology, Kartal Dr. Lütfi Kirdar City Hospital, Health Science University, Istanbul 34865, Turkey; (A.D.); (G.A.); (O.K.); (S.O.); (H.S.Y.); (D.I.); (H.S.); (T.B.); (O.N.S.); (H.O.); (M.E.Y.); (N.T.)
| | - Mahmut Emre Yildirim
- Department of Medical Oncology, Kartal Dr. Lütfi Kirdar City Hospital, Health Science University, Istanbul 34865, Turkey; (A.D.); (G.A.); (O.K.); (S.O.); (H.S.Y.); (D.I.); (H.S.); (T.B.); (O.N.S.); (H.O.); (M.E.Y.); (N.T.)
| | - Nedim Turan
- Department of Medical Oncology, Kartal Dr. Lütfi Kirdar City Hospital, Health Science University, Istanbul 34865, Turkey; (A.D.); (G.A.); (O.K.); (S.O.); (H.S.Y.); (D.I.); (H.S.); (T.B.); (O.N.S.); (H.O.); (M.E.Y.); (N.T.)
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Çetin K, Kökten Ş, Sarıkamış B, Yıldırım S, Gökçe ON, Barışık NÖ, Kılıç Ü. The association of PD-L1 expression and CD8-positive T cell infiltration rate with the pathological complete response after neoadjuvant treatment in HER2-positive breast cancer. Breast Cancer Res Treat 2024; 205:17-27. [PMID: 38273215 PMCID: PMC11062965 DOI: 10.1007/s10549-023-07242-1] [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: 09/07/2023] [Accepted: 12/26/2023] [Indexed: 01/27/2024]
Abstract
PURPOSE Achieving a pathological complete response (pCR) after neoadjuvant therapy in HER2-positive breast cancer patients is the most significant prognostic indicator, suggesting a low risk of recurrence and a survival advantage. This study aims to investigate clinicopathological parameters that can predict the response to neoadjuvant treatment in HER2 + breast cancers and to explore the roles of tumour-infiltrating lymphocytes (TILs), CD8 + T lymphocytes and PD-L1 expression. METHODS This single-centre retrospective study was conducted with 85 HER2-positive breast cancer patients who underwent surgery after receiving neoadjuvant therapy between January 2017 and January 2020. Paraffin blocks from these patients were selected for immunohistochemical studies. RESULTS A complete pathological response to neoadjuvant treatment was determined in 39 (45.9%) patients. High Ki-67 index (> 30%), moderate to high TIL infiltration, PD-L1 positivity and high CD8 cell count (≥ 25) were significantly associated with pCR in univariate analyses (p: 0.023, 0.025, 0.017 and 0.003, respectively). Multivariate regression analysis identified high Ki-67 index (> 30%) and CD8 cell infiltration as independent predictors for pCR in HER2-positive breast cancer. CONCLUSIONS High Ki-67 index, and high CD8 cell count are strong predictors for pCR in HER2-positive breast cancer. Tumours with high Ki-67 index, high TILs and CD8 infiltration may represent a subgroup where standard therapies are adequate. Conversely, those with low TILs and CD8 infiltration may identify a subgroup where use of novel strategies, including those that increase CD8 infiltration could be applied.
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Affiliation(s)
- Kenan Çetin
- Department of General Surgery, Faculty of Medicine, Çanakkale Onsekiz Mart University, Çanakkale, Turkey.
| | - Şermin Kökten
- Department of Pathology, University of Health Sciences, Kartal Dr. Lutfi Kırdar Training and Research Hospital, Istanbul, Turkey
| | - Bahar Sarıkamış
- Department of Medical Biology, Faculty of Medicine, University of Health Sciences, Istanbul, Turkey
| | - Sedat Yıldırım
- Department of Medical Oncology, University of Health Sciences, Kartal Dr. Lutfi Kırdar Training and Research Hospital, Istanbul, Turkey
| | - Oruç Numan Gökçe
- Department of General Surgery, Faculty of Medicine, Çanakkale Onsekiz Mart University, Çanakkale, Turkey
| | - Nagehan Özdemir Barışık
- Department of Pathology, University of Health Sciences, Kartal Dr. Lutfi Kırdar Training and Research Hospital, Istanbul, Turkey
| | - Ülkan Kılıç
- Department of Medical Biology, Faculty of Medicine, University of Health Sciences, Istanbul, Turkey
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Liefaard MC, van der Voort A, van Seijen M, Thijssen B, Sanders J, Vonk S, Mittempergher L, Bhaskaran R, de Munck L, van Leeuwen-Stok AE, Salgado R, Horlings HM, Lips EH, Sonke GS. Tumor-infiltrating lymphocytes in HER2-positive breast cancer treated with neoadjuvant chemotherapy and dual HER2-blockade. NPJ Breast Cancer 2024; 10:29. [PMID: 38637568 PMCID: PMC11026378 DOI: 10.1038/s41523-024-00636-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Accepted: 04/05/2024] [Indexed: 04/20/2024] Open
Abstract
Tumor-infiltrating lymphocytes (TILs) have been associated with outcomes in HER2-positive breast cancer patients treated with neoadjuvant chemotherapy and trastuzumab. However, it remains unclear if TILs could be a prognostic and/or predictive biomarker in the context of dual HER2-targeting treatment. In this study, we evaluated the association between TILs and pathological response (pCR) and invasive-disease free survival (IDFS) in 389 patients with stage II-III HER2 positive breast cancer who received neoadjuvant anthracycline-containing or anthracycline-free chemotherapy combined with trastuzumab and pertuzumab in the TRAIN-2 trial. Although no significant association was seen between TILs and pCR, patients with TIL scores ≥60% demonstrated an excellent 3-year IDFS of 100% (95% CI 100-100), regardless of hormone receptor status, nodal stage and attainment of pCR. Additionally, in patients with hormone receptor positive disease, TILs as a continuous variable showed a trend to a positive association with pCR (adjusted Odds Ratio per 10% increase in TILs 1.15, 95% CI 0.99-1.34, p = 0.070) and IDFS (adjusted Hazard Ratio per 10% increase in TILs 0.71, 95% CI 0.50-1.01, p = 0.058). We found no interactions between TILs and anthracycline treatment. Our results suggest that high TIL scores might be able to identify stage II-III HER2-positive breast cancer patients with a favorable prognosis.
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Affiliation(s)
- M C Liefaard
- Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
- Department of Medical Oncology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - A van der Voort
- Department of Medical Oncology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - M van Seijen
- Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - B Thijssen
- Division of Molecular Carcinogenesis, Netherlands Cancer Institute, Amsterdam, The Netherlands
- Oncode Institute, Utrecht, The Netherlands
| | - J Sanders
- Department of Pathology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - S Vonk
- Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
- Core Facility Molecular Pathology & Biobanking, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - L Mittempergher
- Department of Research and Development, Agendia NV, Amsterdam, The Netherlands
| | - R Bhaskaran
- Department of Research and Development, Agendia NV, Amsterdam, The Netherlands
| | - L de Munck
- Department of Research and Development, Netherlands Comprehensive Cancer Organisation (IKNL), Utrecht, The Netherlands
| | - A E van Leeuwen-Stok
- Dutch Breast Cancer Research Group, BOOG Study Center, Amsterdam, The Netherlands
| | - R Salgado
- Department of Pathology, GZA-ZNA Hospitals, Wilrijk, Antwerp, Belgium
| | - H M Horlings
- Department of Pathology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - E H Lips
- Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - G S Sonke
- Department of Medical Oncology, The Netherlands Cancer Institute, Amsterdam, The Netherlands.
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Qi L, Chen S, Liao Z, Fan M, Zhang J, Gao Y, Shen J, Sun Y, Wang Q. Comprehensive characterization of Fidgetin on tumor immune microenvironment evaluation and immunotherapy in human hepatocellular carcinoma. Aging (Albany NY) 2024; 16:4445-4468. [PMID: 38421251 PMCID: PMC10968695 DOI: 10.18632/aging.205598] [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: 10/18/2023] [Accepted: 01/29/2024] [Indexed: 03/02/2024]
Abstract
Most cancers have a downregulation of Fidgetin (FIGN), which has been linked to tumor growth. However, there aren't many papers that mention FIGN's connection to hepatocellular carcinoma (HCC). Here, FIGN expression in HCC tissues was markedly reduced as compared to nearby normal liver tissues. According to univariate and multivariate Cox regression, it served as an independent predictor of survival outcomes. Patients with high levels of FIGN expression had a worse outcome. FIGN was shown to be engaged in immune-related pathways and to have a positive correlation with immunological score and immune cells according to KEGG pathway analysis. In HCC patients, FIGN was substantially linked with immunological checkpoints and the hot tumor state. Additionally, immunotherapy and chemotherapy showed a significant therapeutic response in HCC patients with low FIGN expression. This research revealed that FIGN expression was tightly related to hepatoma immunity and might be employed as a biomarker to predict patient prognosis and guide medication.
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Affiliation(s)
- Longju Qi
- Laboratory Animal Center, Medical School, Nantong University, Nantong, China
- Affiliated Nantong Hospital 3 of Nantong University, Nantong University, Nantong, China
| | - Shiyuan Chen
- Laboratory Animal Center, Medical School, Nantong University, Nantong, China
| | - Zehua Liao
- Laboratory Animal Center, Medical School, Nantong University, Nantong, China
| | - Mengjie Fan
- Laboratory Animal Center, Medical School, Nantong University, Nantong, China
| | - Jiayi Zhang
- Laboratory Animal Center, Medical School, Nantong University, Nantong, China
| | - Yuan Gao
- Laboratory Animal Center, Medical School, Nantong University, Nantong, China
| | - Jiabao Shen
- Laboratory Animal Center, Medical School, Nantong University, Nantong, China
| | - Yuyu Sun
- Affiliated Nantong Hospital 3 of Nantong University, Nantong University, Nantong, China
| | - Qinghua Wang
- Laboratory Animal Center, Medical School, Nantong University, Nantong, China
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9
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Unger M, Kather JN. A systematic analysis of deep learning in genomics and histopathology for precision oncology. BMC Med Genomics 2024; 17:48. [PMID: 38317154 PMCID: PMC10845449 DOI: 10.1186/s12920-024-01796-9] [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: 08/03/2023] [Accepted: 01/02/2024] [Indexed: 02/07/2024] Open
Abstract
BACKGROUND Digitized histopathological tissue slides and genomics profiling data are available for many patients with solid tumors. In the last 5 years, Deep Learning (DL) has been broadly used to extract clinically actionable information and biological knowledge from pathology slides and genomic data in cancer. In addition, a number of recent studies have introduced multimodal DL models designed to simultaneously process both images from pathology slides and genomic data as inputs. By comparing patterns from one data modality with those in another, multimodal DL models are capable of achieving higher performance compared to their unimodal counterparts. However, the application of these methodologies across various tumor entities and clinical scenarios lacks consistency. METHODS Here, we present a systematic survey of the academic literature from 2010 to November 2023, aiming to quantify the application of DL for pathology, genomics, and the combined use of both data types. After filtering 3048 publications, our search identified 534 relevant articles which then were evaluated by basic (diagnosis, grading, subtyping) and advanced (mutation, drug response and survival prediction) application types, publication year and addressed cancer tissue. RESULTS Our analysis reveals a predominant application of DL in pathology compared to genomics. However, there is a notable surge in DL incorporation within both domains. Furthermore, while DL applied to pathology primarily targets the identification of histology-specific patterns in individual tissues, DL in genomics is more commonly used in a pan-cancer context. Multimodal DL, on the contrary, remains a niche topic, evidenced by a limited number of publications, primarily focusing on prognosis predictions. CONCLUSION In summary, our quantitative analysis indicates that DL not only has a well-established role in histopathology but is also being successfully integrated into both genomic and multimodal applications. In addition, there is considerable potential in multimodal DL for harnessing further advanced tasks, such as predicting drug response. Nevertheless, this review also underlines the need for further research to bridge the existing gaps in these fields.
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Affiliation(s)
- Michaela Unger
- Else Kroener Fresenius Center for Digital Health, Technical University Dresden, Dresden, Germany
| | - Jakob Nikolas Kather
- Else Kroener Fresenius Center for Digital Health, Technical University Dresden, Dresden, Germany.
- Department of Medicine I, University Hospital Dresden, Dresden, Germany.
- Pathology & Data Analytics, Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK.
- Medical Oncology, National Center for Tumor Diseases (NCT), University Hospital Heidelberg, Heidelberg, Germany.
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10
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Möckel D, Bartneck M, Niemietz P, Wagner M, Ehling J, Rama E, Weiler M, Gremse F, Eulberg D, Pola R, Pechar M, Etrych T, Storm G, Kiessling F, Tacke F, Lammers T. CCL2 chemokine inhibition primes the tumor vasculature for improved nanomedicine delivery and efficacy. J Control Release 2024; 365:358-368. [PMID: 38016488 DOI: 10.1016/j.jconrel.2023.11.044] [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: 12/21/2022] [Revised: 10/20/2023] [Accepted: 11/22/2023] [Indexed: 11/30/2023]
Abstract
Blood vessel functionality is crucial for efficient tumor-targeted drug delivery. Heterogeneous distribution and perfusion of angiogenic blood vessels contribute to suboptimal accumulation of (nano-) therapeutics in tumors and metastases. To attenuate pathological angiogenesis, an L-RNA aptamer inhibiting the CC motif chemokine ligand 2 (CCL2) was administered to mice bearing orthotopic 4T1 triple-negative breast cancer tumors. The effect of CCL2 inhibition on tumor blood vessel functionality and tumor-targeted drug delivery was evaluated via multimodal and multiscale optical imaging, employing fluorophore-labeled polymeric (10 nm) and liposomal (100 nm) nanocarriers. Anti-CCL2 treatment induced a dose-dependent anti-angiogenic effect, reflected by a decreased relative blood volume, increased blood vessel maturity and functionality, and reduced macrophage infiltration, accompanied by a shift in the polarization of tumor-associated macrophages (TAM) towards a less M2-like and more M1-like phenotype. In line with this, CCL2 inhibitor treatment improved the delivery of polymers and liposomes to tumors, and enhanced the antitumor efficacy of free and liposomal doxorubicin. Together, these findings demonstrate that blocking the CCL2-CCR2 axis modulates TAM infiltration and polarization, resulting in vascular normalization and improved tumor-targeted drug delivery.
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Affiliation(s)
- Diana Möckel
- Department of Nanomedicine and Theranostics, Institute for Experimental Molecular Imaging, RWTH Aachen University Clinic, Aachen, Germany
| | - Matthias Bartneck
- Department of Medicine III, Medical Faculty, RWTH Aachen University Clinic, Aachen, Germany
| | - Patricia Niemietz
- Department of Hepatology and Gastroenterology, Campus Virchow-Klinikum and Charité Campus Mitte, Charité - Universitätsmedizin Berlin, Germany
| | - Maike Wagner
- Department of Nanomedicine and Theranostics, Institute for Experimental Molecular Imaging, RWTH Aachen University Clinic, Aachen, Germany
| | - Josef Ehling
- Department of Nanomedicine and Theranostics, Institute for Experimental Molecular Imaging, RWTH Aachen University Clinic, Aachen, Germany
| | - Elena Rama
- Department of Nanomedicine and Theranostics, Institute for Experimental Molecular Imaging, RWTH Aachen University Clinic, Aachen, Germany
| | - Marek Weiler
- Department of Nanomedicine and Theranostics, Institute for Experimental Molecular Imaging, RWTH Aachen University Clinic, Aachen, Germany
| | - Felix Gremse
- Department of Nanomedicine and Theranostics, Institute for Experimental Molecular Imaging, RWTH Aachen University Clinic, Aachen, Germany; Gremse-IT GmbH, Aachen, Germany
| | | | - Robert Pola
- Czech Academy of Sciences, Institute of Macromolecular Chemistry, Prague, Czech Republic
| | - Michal Pechar
- Czech Academy of Sciences, Institute of Macromolecular Chemistry, Prague, Czech Republic
| | - Tomas Etrych
- Czech Academy of Sciences, Institute of Macromolecular Chemistry, Prague, Czech Republic
| | - Gert Storm
- Department of Pharmaceutics, Utrecht University, the Netherlands; Department of Biomaterials, Science and Technology, University of Twente, the Netherlands; Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Fabian Kiessling
- Institute for Experimental Molecular Imaging, RWTH Aachen University Clinic, Aachen, Germany
| | - Frank Tacke
- Department of Hepatology and Gastroenterology, Campus Virchow-Klinikum and Charité Campus Mitte, Charité - Universitätsmedizin Berlin, Germany
| | - Twan Lammers
- Department of Nanomedicine and Theranostics, Institute for Experimental Molecular Imaging, RWTH Aachen University Clinic, Aachen, Germany.
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Gu J, Wang J, Sun Y, Mao X, Qian C, Tang X, Wang J, Xie H, Ling L, Zhao Y, Liu X, Zhang K, Pan H, Wang S, Wang C, Zhou W. Immune cells within tertiary lymphoid structures are associated with progression-free survival in patients with locoregional recurrent breast cancer. Cancer Med 2024; 13:e6864. [PMID: 38133211 PMCID: PMC10807640 DOI: 10.1002/cam4.6864] [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: 05/02/2023] [Revised: 12/05/2023] [Accepted: 12/12/2023] [Indexed: 12/23/2023] Open
Abstract
INTRODUCTION Locoregional recurrent breast cancers have a poor prognosis. Little is known about the prognostic impact of immune microenvironment, and tertiary lymphoid structures (TLSs) in particular have not been reported. Thus, we aimed to characterize the immune microenvironment in locoregional recurrent breast tumors and to investigate its relationship with prognosis. METHODS We retrospectively included 112 patients with locoregional recurrent breast cancer, and hematoxylin-eosin staining and immunohistochemical staining (CD3, CD4, CD8, CD19, CD38, and CD68) were performed on locoregional recurrent tumor samples. The association of immune cells and TLSs with progression-free survival (PFS) were analyzed by survival analysis. RESULTS We found more immune cells in the peritumor than stroma. After grouping according to estrogen receptor (ER) status, a low level of peritumoral CD3+ cells in ER+ subgroup (p = 0.015) and a low level of stromal CD68+ cells in ER- subgroup (p = 0.047) were both associated with longer PFS. TLSs were present in 68% of recurrent tumors, and CD68+ cells within TLSs were significantly associated with PFS as an independent prognostic factor (p = 0.035). TLSs and immune cells (CD3, CD38, and CD68) within TLSs were associated with longer PFS in ER- recurrent tumors (p = 0.044, p = 0.012, p = 0.050, p < 0.001, respectively), whereas CD38+ cells within TLSs were associated with shorter PFS in ER+ recurrent tumors (p = 0.037). CONCLUSION Our study proposes potential predictors for the clinical prognosis of patients with locoregional recurrent breast cancer, emphasizing the prognostic value of immune cells within TLSs, especially CD68+ cells.
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Affiliation(s)
- Jinyuan Gu
- Department of Breast SurgeryThe First Affiliated Hospital with Nanjing Medical UniversityNanjingChina
- Jiangsu Key Lab of Cancer Biomarkers, Prevention and TreatmentJiangsu Collaborative Innovation Center For Cancer Personalized MedicineSchool of Public HealthNanjing Medical UniversityNanjingChina
| | - Jiaming Wang
- Department of Breast SurgeryThe First Affiliated Hospital with Nanjing Medical UniversityNanjingChina
| | - Yue Sun
- Department of OncologyThe First Affiliated Hospital with Nanjing Medical UniversityNanjingChina
| | - Xinrui Mao
- Department of Breast SurgeryThe First Affiliated Hospital with Nanjing Medical UniversityNanjingChina
- Jiangsu Key Lab of Cancer Biomarkers, Prevention and TreatmentJiangsu Collaborative Innovation Center For Cancer Personalized MedicineSchool of Public HealthNanjing Medical UniversityNanjingChina
| | - Chao Qian
- Department of General SurgerySir Run Run HospitalNanjing Medical UniversityNanjingChina
| | - Xinyu Tang
- Department of Breast SurgeryThe First Affiliated Hospital with Nanjing Medical UniversityNanjingChina
- Jiangsu Key Lab of Cancer Biomarkers, Prevention and TreatmentJiangsu Collaborative Innovation Center For Cancer Personalized MedicineSchool of Public HealthNanjing Medical UniversityNanjingChina
| | - Ji Wang
- Department of Breast SurgeryThe First Affiliated Hospital with Nanjing Medical UniversityNanjingChina
- Jiangsu Key Lab of Cancer Biomarkers, Prevention and TreatmentJiangsu Collaborative Innovation Center For Cancer Personalized MedicineSchool of Public HealthNanjing Medical UniversityNanjingChina
| | - Hui Xie
- Department of Breast SurgeryThe First Affiliated Hospital with Nanjing Medical UniversityNanjingChina
- Jiangsu Key Lab of Cancer Biomarkers, Prevention and TreatmentJiangsu Collaborative Innovation Center For Cancer Personalized MedicineSchool of Public HealthNanjing Medical UniversityNanjingChina
| | - Lijun Ling
- Department of Breast SurgeryThe First Affiliated Hospital with Nanjing Medical UniversityNanjingChina
- Jiangsu Key Lab of Cancer Biomarkers, Prevention and TreatmentJiangsu Collaborative Innovation Center For Cancer Personalized MedicineSchool of Public HealthNanjing Medical UniversityNanjingChina
| | - Yi Zhao
- Department of Breast SurgeryThe First Affiliated Hospital with Nanjing Medical UniversityNanjingChina
- Jiangsu Key Lab of Cancer Biomarkers, Prevention and TreatmentJiangsu Collaborative Innovation Center For Cancer Personalized MedicineSchool of Public HealthNanjing Medical UniversityNanjingChina
| | - Xiaoan Liu
- Department of Breast SurgeryThe First Affiliated Hospital with Nanjing Medical UniversityNanjingChina
- Jiangsu Key Lab of Cancer Biomarkers, Prevention and TreatmentJiangsu Collaborative Innovation Center For Cancer Personalized MedicineSchool of Public HealthNanjing Medical UniversityNanjingChina
| | - Kai Zhang
- Pancreas Center & Department of General SurgeryThe First Affiliated Hospital with Nanjing Medical UniversityNanjingJiangsuChina
- Pancreas Institute of Nanjing Medical UniversityNanjingJiangsuChina
| | - Hong Pan
- Department of Breast SurgeryThe First Affiliated Hospital with Nanjing Medical UniversityNanjingChina
- Jiangsu Key Lab of Cancer Biomarkers, Prevention and TreatmentJiangsu Collaborative Innovation Center For Cancer Personalized MedicineSchool of Public HealthNanjing Medical UniversityNanjingChina
| | - Shui Wang
- Department of Breast SurgeryThe First Affiliated Hospital with Nanjing Medical UniversityNanjingChina
- Jiangsu Key Lab of Cancer Biomarkers, Prevention and TreatmentJiangsu Collaborative Innovation Center For Cancer Personalized MedicineSchool of Public HealthNanjing Medical UniversityNanjingChina
| | - Cong Wang
- Department of PathologyThe First Affiliated Hospital with Nanjing Medical UniversityNanjingChina
| | - Wenbin Zhou
- Department of Breast SurgeryThe First Affiliated Hospital with Nanjing Medical UniversityNanjingChina
- Jiangsu Key Lab of Cancer Biomarkers, Prevention and TreatmentJiangsu Collaborative Innovation Center For Cancer Personalized MedicineSchool of Public HealthNanjing Medical UniversityNanjingChina
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Faur IF, Dobrescu A, Clim AI, Pasca P, Prodan-Barbulescu C, Gherle BD, Tarta C, Isaic A, Brebu D, Duta C, Totolici B, Lazar G. The Value of Tumor Infiltrating Lymphocytes (TIL) for Predicting the Response to Neoadjuvant Chemotherapy (NAC) in Breast Cancer according to the Molecular Subtypes. Biomedicines 2023; 11:3037. [PMID: 38002037 PMCID: PMC10669335 DOI: 10.3390/biomedicines11113037] [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: 10/16/2023] [Revised: 10/28/2023] [Accepted: 11/01/2023] [Indexed: 11/26/2023] Open
Abstract
INTRODUCTION The antitumor host immune response is an important factor in breast cancer, but its role is not fully established. The role of tumor infiltrating lymphocytes (TIL) as an immunological biomarker in breast cancer has been significantly explored in recent years. The number of patients treated with neoadjuvant chemotherapy (NAC) has increased and the identification of a biomarker to predict the probability of pCR (pathological complete response) is a high priority. MATERIALS AND METHODS We evaluated 334 cases of BC treated with NAC followed by surgical resection from 2020-2022 at the Ist Clinic of Oncological Surgery, Oncological Institute "Prof Dr I Chiricuta" Cluj Napoca. Of the above, 122 cases were available for histological evaluation both in pre-NAC biopsy and post-NAC resection tissue. Evaluation of biopsy fragments and resection parts were performed using hematoxylin eosin (H&E). The TIL evaluation took place according to the recommendations of the International TIL Working Group (ITILWG). RESULTS There was a strong association between elevated levels of pre-NAC TIL. At the same time, there is a statistically significant correlation between stromal TIL and tumor grade, the number of lymph node metastases, the molecular subtype and the number of mitoses (p < 0.005). Intratumoral TIL showed a significant correlation with tumor size, distant metastasis, molecular subtype, number of mitosis, stage and lymph node metastasis (p < 0.005). We also demonstrated that high pre-NAC STIL represents a strong predictive marker for pCR. CONCLUSION This study reveals the role of TIL as a predictive biomarker in breast cancer not only for the well-established TNBC (triple negative breast cancer) and HER2+ (Her2 overexpressed) subtypes but also in Luminal A and B molecular subtypes. In this scenario, the evaluation of sTIL as a novel predictive and therapy-predicting factor should become a routinely performed analysis that could guide clinicians when choosing the most appropriate therapy.
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Affiliation(s)
- Ionut Flaviu Faur
- IInd Surgery Clinic, Timisoara Emergency County Hospital, 300723 Timisoara, Romania; (I.F.F.); (P.P.); (C.P.-B.); (C.T.); (A.I.); (D.B.); (C.D.)
- X Department of General Surgery, “Victor Babes” University of Medicine and Pharmacy Timisoara, 300041 Timisoara, Romania
| | - Amadeus Dobrescu
- IInd Surgery Clinic, Timisoara Emergency County Hospital, 300723 Timisoara, Romania; (I.F.F.); (P.P.); (C.P.-B.); (C.T.); (A.I.); (D.B.); (C.D.)
- X Department of General Surgery, “Victor Babes” University of Medicine and Pharmacy Timisoara, 300041 Timisoara, Romania
| | - Adelina Ioana Clim
- IInd Obstetric and Gynecology Clinic “Dominic Stanca”, 400124 Cluj-Napoca, Romania;
| | - Paul Pasca
- IInd Surgery Clinic, Timisoara Emergency County Hospital, 300723 Timisoara, Romania; (I.F.F.); (P.P.); (C.P.-B.); (C.T.); (A.I.); (D.B.); (C.D.)
| | - Catalin Prodan-Barbulescu
- IInd Surgery Clinic, Timisoara Emergency County Hospital, 300723 Timisoara, Romania; (I.F.F.); (P.P.); (C.P.-B.); (C.T.); (A.I.); (D.B.); (C.D.)
- X Department of General Surgery, “Victor Babes” University of Medicine and Pharmacy Timisoara, 300041 Timisoara, Romania
| | - Bogdan Daniel Gherle
- Department of Plastic, Reconstructive and Aesthetic Surgery, Rennes University Hospital Center, Université de Rennes, 16 Boulevard de Bulgarie, 35000 Rennes, France;
| | - Cristi Tarta
- IInd Surgery Clinic, Timisoara Emergency County Hospital, 300723 Timisoara, Romania; (I.F.F.); (P.P.); (C.P.-B.); (C.T.); (A.I.); (D.B.); (C.D.)
- X Department of General Surgery, “Victor Babes” University of Medicine and Pharmacy Timisoara, 300041 Timisoara, Romania
| | - Alexandru Isaic
- IInd Surgery Clinic, Timisoara Emergency County Hospital, 300723 Timisoara, Romania; (I.F.F.); (P.P.); (C.P.-B.); (C.T.); (A.I.); (D.B.); (C.D.)
- X Department of General Surgery, “Victor Babes” University of Medicine and Pharmacy Timisoara, 300041 Timisoara, Romania
| | - Dan Brebu
- IInd Surgery Clinic, Timisoara Emergency County Hospital, 300723 Timisoara, Romania; (I.F.F.); (P.P.); (C.P.-B.); (C.T.); (A.I.); (D.B.); (C.D.)
- X Department of General Surgery, “Victor Babes” University of Medicine and Pharmacy Timisoara, 300041 Timisoara, Romania
| | - Ciprian Duta
- IInd Surgery Clinic, Timisoara Emergency County Hospital, 300723 Timisoara, Romania; (I.F.F.); (P.P.); (C.P.-B.); (C.T.); (A.I.); (D.B.); (C.D.)
- X Department of General Surgery, “Victor Babes” University of Medicine and Pharmacy Timisoara, 300041 Timisoara, Romania
| | - Bogdan Totolici
- Ist Clinic of General Surgery, Arad County Emergency Clinical Hospital, 310158 Arad, Romania;
- Department of General Surgery, Faculty of Medicine, “Vasile Goldiș” Western University of Arad, 310025 Arad, Romania
| | - Gabriel Lazar
- Department of Oncology Surgery, “Iuliu Hatieganu” University of Medicine and Pharmacy, 400347 Cluj-Napoca, Romania;
- Ist Clinic of Oncological Surgery, Oncological Institute “Prof Dr I Chiricuta”, 400015 Cluj-Napoca, Romania
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Batalha S, Gomes CM, Brito C. Immune microenvironment dynamics of HER2 overexpressing breast cancer under dual anti-HER2 blockade. Front Immunol 2023; 14:1267621. [PMID: 38022643 PMCID: PMC10643871 DOI: 10.3389/fimmu.2023.1267621] [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: 07/26/2023] [Accepted: 10/16/2023] [Indexed: 12/01/2023] Open
Abstract
Introduction The clinical prognosis of the HER2-overexpressing (HER2-OE) subtype of breast cancer (BC) is influenced by the immune infiltrate of the tumor. Specifically, monocytic cells, which are promoters of pro-tumoral immunosuppression, and NK cells, whose basal cytotoxic function may be enhanced with therapeutic antibodies. One of the standards of care for HER2+ BC patients includes the combination of the anti-HER2 antibodies trastuzumab and pertuzumab. This dual combination was a breakthrough against trastuzumab resistance; however, this regimen does not yield complete clinical benefit for a large fraction of patients. Further therapy refinement is still hampered by the lack of knowledge on the immune mechanism of action of this antibody-based dual HER2 blockade. Methods To explore how the dual antibody challenge influences the phenotype and function of immune cells infiltrating the HER2-OE BC microenvironment, we developed in vitro 3D heterotypic cell models of this subtype. The models comprised aggregates of HER2+ BC cell lines and human peripheral blood mononuclear cells. Cells were co-encapsulated in a chemically inert alginate hydrogel and maintained in agitation-based culture system for up to 7 days. Results The 3D models of the HER2-OE immune microenvironment retained original BC molecular features; the preservation of the NK cell compartment was achieved upon optimization of culture time and cytokine supplementation. Challenging the models with the standard-of-care combination of trastuzumab and pertuzumab resulted in enhanced immune cytotoxicity compared with trastuzumab alone. Features of the response to therapy within the immune tumor microenvironment were recapitulated, including induction of an immune effector state with NK cell activation, enhanced cell apoptosis and decline of immunosuppressive PD-L1+ immune cells. Conclusions This work presents a unique human 3D model for the study of immune effects of anti-HER2 biologicals, which can be used to test novel therapy regimens and improve anti-tumor immune function.
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Affiliation(s)
- Sofia Batalha
- iBET, Instituto de Biologia Experimental e Tecnológica, Oeiras, Portugal
- Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, Oeiras, Portugal
| | - Catarina Monteiro Gomes
- iBET, Instituto de Biologia Experimental e Tecnológica, Oeiras, Portugal
- Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, Oeiras, Portugal
| | - Catarina Brito
- iBET, Instituto de Biologia Experimental e Tecnológica, Oeiras, Portugal
- Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, Oeiras, Portugal
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AiErken N, Shao N, Liu Y, Shi H, Shi Y, Yuan Z, Lin Y. Effect of Lipid Levels on Tumor-Infiltrating Lymphocytes and Prognosis in Patients with Triple-Negative Breast Cancer. Breast Care (Basel) 2023; 18:390-398. [PMID: 37901045 PMCID: PMC10601676 DOI: 10.1159/000531943] [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: 12/19/2022] [Accepted: 06/20/2023] [Indexed: 10/31/2023] Open
Abstract
Objective Dyslipidemia can promote cell proliferation, malignant transformation, metastasis, and cancer recurrence. Moreover, it could also affect immune infiltration in the tumor microenvironment. Therefore, we aimed to explore the effects of lipid levels on tumor-infiltrating lymphocytes (TILs) and prognosis in patients with triple-negative breast cancer (TNBC). Methods Samples from 222 patients with TNBC from July 2007 to December 2019 were obtained from the tissue specimen banks in 3 hospitals. The blood samples were used to detect the levels of lipid levels such as apolipoprotein B (Apo B), triglyceride (TG), and low-density lipoprotein cholesterol (LDL-C). The TILs in the 222 TNBC tissues were detected using hematoxylin and eosin (H&E) staining, and the relationship between the lipid levels, clinical characteristics, and prognosis was analyzed. Results Among TNBC patients, the overall survival (OS) time and disease-free survival (DFS) time were lower in patients with high LDL-C levels than those with low LDL-C levels (p < 0.01, respectively). The DFS was shorter in patients with low stromal TIL (STIL) levels than those with moderate or high STIL levels (p = 0.023). Multifactor Cox regression analysis showed that LDL-C level, Apo B level, and lymphocyte-predominant breast cancer were independent risk factors for OS in TNBC patients. The number of positive lymph nodes, postoperative staging, and total amount of TILs were independent risk factors for DFS in TNBC patients. Conclusion The LDL-C and STIL levels were correlated with survival and prognosis in patients with TNBC.
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Affiliation(s)
- NiJiati AiErken
- Department of Breast and Thyroid Surgery, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, China
| | - Nan Shao
- Breast Disease Center, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Yuhong Liu
- Department of Breast and Thyroid Surgery, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, China
| | - Huijuan Shi
- Department of Pathology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Yawei Shi
- Breast Disease Center, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Zhongyu Yuan
- Department of Medical Oncology, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Ying Lin
- Breast Disease Center, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
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15
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Geršak K, Geršak BM, Gazić B, Klevišar Ivančič A, Drev P, Ružić Gorenjec N, Grašič Kuhar C. The Possible Role of Anti- and Protumor-Infiltrating Lymphocytes in Pathologic Complete Response in Early Breast Cancer Patients Treated with Neoadjuvant Systemic Therapy. Cancers (Basel) 2023; 15:4794. [PMID: 37835488 PMCID: PMC10571934 DOI: 10.3390/cancers15194794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Revised: 09/20/2023] [Accepted: 09/27/2023] [Indexed: 10/15/2023] Open
Abstract
The tumor microenvironment, composed of pro- and antitumor immune cells, affects cancer cell behavior. We aimed to evaluate whether tumor-infiltrating lymphocyte (TIL) density and TIL subtypes in core biopsies at the diagnosis of breast cancer patients could predict a pathologic complete response (pCR; ypT0/is ypN0) from neoadjuvant systemic therapy (NST). The TIL subtypes were determined based on the proportions of presumably antitumor (CD8+, CXCL13+) and protumor (PD-1+, FOXP3+) immune cells. A prospective, noninterventional study, including 171 participants undergoing NST, was performed. The median TIL density for the entire cohort was 10% (IQR: 3.5-23.8), and 59 (35%) patients achieved pCR. TIL density was positively associated with pCR (univariately and multivariably). In the multivariable logistic regression model, TIL density was an independent predictor of pCR (p = 0.012, OR 1.27; 95% CI 1.05-1.54) when controlled for age (p = 0.232), Ki-67 (p = 0.001), node-negative status (p = 0.024), and HER2+/triple negative vs. luminal B-like subtype (p < 0.001). In our sample, higher proportions of PD-1+ TILs and FOXP3+ TILs were associated with a higher probability of pCR but the association was not statistically significant and we could not make any conclusions on the direction of associations in the model with all four biomarkers. In the exploratory multivariable analysis, we showed that only higher CD8+ TILs were associated with pCR. In conclusion, TIL density and its subtypes are associated with pCR.
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Affiliation(s)
- Klara Geršak
- Faculty of Medicine, University of Ljubljana, Vrazov Trg 2, 1000 Ljubljana, Slovenia (B.G.); (A.K.I.); (C.G.K.)
- Division of Medical Oncology, Institute of Oncology Ljubljana, Zaloška Cesta 2, 1000 Ljubljana, Slovenia
| | - Blaž Matija Geršak
- Faculty of Medicine, University of Ljubljana, Vrazov Trg 2, 1000 Ljubljana, Slovenia (B.G.); (A.K.I.); (C.G.K.)
| | - Barbara Gazić
- Faculty of Medicine, University of Ljubljana, Vrazov Trg 2, 1000 Ljubljana, Slovenia (B.G.); (A.K.I.); (C.G.K.)
- Department of Pathology, Institute of Oncology Ljubljana, Zaloška Cesta 2, 1000 Ljubljana, Slovenia;
| | - Andreja Klevišar Ivančič
- Faculty of Medicine, University of Ljubljana, Vrazov Trg 2, 1000 Ljubljana, Slovenia (B.G.); (A.K.I.); (C.G.K.)
- Department of Pathology, Institute of Oncology Ljubljana, Zaloška Cesta 2, 1000 Ljubljana, Slovenia;
| | - Primož Drev
- Department of Pathology, Institute of Oncology Ljubljana, Zaloška Cesta 2, 1000 Ljubljana, Slovenia;
| | - Nina Ružić Gorenjec
- Institute for Biostatistics and Medical Informatics, Faculty of Medicine, University of Ljubljana, Vrazov Trg 2, 1000 Ljubljana, Slovenia;
| | - Cvetka Grašič Kuhar
- Faculty of Medicine, University of Ljubljana, Vrazov Trg 2, 1000 Ljubljana, Slovenia (B.G.); (A.K.I.); (C.G.K.)
- Division of Medical Oncology, Institute of Oncology Ljubljana, Zaloška Cesta 2, 1000 Ljubljana, Slovenia
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Miglietta F, Ragazzi M, Fernandes B, Griguolo G, Massa D, Girardi F, Bottosso M, Bisagni A, Zarrilli G, Porra F, Iannaccone D, Dore L, Gaudio M, Santandrea G, Fassan M, Lo Mele M, De Sanctis R, Zambelli A, Bisagni G, Guarneri V, Dieci MV. A Prognostic Model Based on Residual Cancer Burden and Tumor-Infiltrating Lymphocytes on Residual Disease after Neoadjuvant Therapy in HER2+ Breast Cancer. Clin Cancer Res 2023; 29:3429-3437. [PMID: 37417941 PMCID: PMC10472099 DOI: 10.1158/1078-0432.ccr-23-0480] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Revised: 04/26/2023] [Accepted: 07/03/2023] [Indexed: 07/08/2023]
Abstract
PURPOSE We aim to evaluate the prognostic significance of tumor-infiltrating lymphocyte on residual disease (RD-TIL) in HER2+ patients with breast cancer who failed to achieve pathologic complete response (pCR) after anti-HER2+ chemotherapy (CT)-based neoadjuvant treatment (NAT). We assessed the feasibility of combining the prognostic information provided by residual cancer burden (RCB) and RD-TILs into a composite score (RCB+TIL). EXPERIMENTAL DESIGN HER2+ patients with breast cancer treated with CT+anti-HER2-based NAT at three institutions were retrospectively included. RCB and TIL levels were evaluated on hematoxylin and eosin-stained slides from surgical samples according to available recommendations. Overall survival (OS) was used as an outcome measure. RESULTS A total of 295 patients were included, of whom 195 had RD. RCB was significantly associated with OS. Higher RD-TILs were significantly associated with poorer OS as compared with lower RD-TILs (15% cutoff). In multivariate analysis, both RCB and RD-TIL maintained their independent prognostic value. A combined score, RCB+TIL, was calculated from the estimated coefficient of RD-TILs and the RCB index in a bivariate logistic model for OS. The RCB+TIL score was significantly associated with OS. The C-index for OS of the RCB+TIL score was numerically higher than that of RCB and significantly higher than that of RD-TILs. CONCLUSIONS We have reported an independent prognostic impact of RD-TILs after anti-HER2+CT NAT, which might underlie an imbalance of the RD microenvironment towards immunosuppressive features. We provided a new composite prognostic score based on RCB+TIL, which was significantly associated with OS and proved to be more informative than the isolated evaluation of RCB and RD-TILs.
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Affiliation(s)
- Federica Miglietta
- Department of Surgery, Oncology and Gastroenterology, University of Padova, Padova, Italy
- Istituto Oncologico Veneto – IOV IRCCS, Padova, Italy
| | - Moira Ragazzi
- Pathology Unit, Arcispedale Santa Maria Nuova, Azienda USL-IRCCS di Reggio Emilia, Reggio Emilia, Italy
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia, Modena, Italy
| | | | - Gaia Griguolo
- Department of Surgery, Oncology and Gastroenterology, University of Padova, Padova, Italy
- Istituto Oncologico Veneto – IOV IRCCS, Padova, Italy
| | - Davide Massa
- Department of Surgery, Oncology and Gastroenterology, University of Padova, Padova, Italy
- Istituto Oncologico Veneto – IOV IRCCS, Padova, Italy
| | - Fabio Girardi
- Istituto Oncologico Veneto – IOV IRCCS, Padova, Italy
| | - Michele Bottosso
- Department of Surgery, Oncology and Gastroenterology, University of Padova, Padova, Italy
- Istituto Oncologico Veneto – IOV IRCCS, Padova, Italy
| | - Alessandra Bisagni
- Pathology Unit, Arcispedale Santa Maria Nuova, Azienda USL-IRCCS di Reggio Emilia, Reggio Emilia, Italy
| | - Giovanni Zarrilli
- Department of Medicine (DIMED), Surgical Pathology & Cytopathology Unit, University of Padova, Padova, Italy
| | - Francesca Porra
- Department of Surgery, Oncology and Gastroenterology, University of Padova, Padova, Italy
- Istituto Oncologico Veneto – IOV IRCCS, Padova, Italy
| | - Daniela Iannaccone
- Department of Surgery, Oncology and Gastroenterology, University of Padova, Padova, Italy
- Istituto Oncologico Veneto – IOV IRCCS, Padova, Italy
| | - Leocadia Dore
- Humanitas Clinical and Research Center – IRCCS, Rozzano (MI), Italy
- Department of Biomedical Sciences, Humanitas University, Milano, Italy
| | - Mariangela Gaudio
- Humanitas Clinical and Research Center – IRCCS, Rozzano (MI), Italy
- Department of Biomedical Sciences, Humanitas University, Milano, Italy
| | - Giacomo Santandrea
- Pathology Unit, Arcispedale Santa Maria Nuova, Azienda USL-IRCCS di Reggio Emilia, Reggio Emilia, Italy
- Clinical and Experimental Medicine PhD Program, University of Modena and Reggio Emilia, Modena, Italy
| | - Matteo Fassan
- Istituto Oncologico Veneto – IOV IRCCS, Padova, Italy
- Department of Medicine (DIMED), Surgical Pathology & Cytopathology Unit, University of Padova, Padova, Italy
| | - Marcello Lo Mele
- Department of Medicine (DIMED), Surgical Pathology & Cytopathology Unit, University of Padova, Padova, Italy
| | - Rita De Sanctis
- Humanitas Clinical and Research Center – IRCCS, Rozzano (MI), Italy
- Department of Biomedical Sciences, Humanitas University, Milano, Italy
| | - Alberto Zambelli
- Humanitas Clinical and Research Center – IRCCS, Rozzano (MI), Italy
- Department of Biomedical Sciences, Humanitas University, Milano, Italy
| | - Giancarlo Bisagni
- Oncology Unit, Arcispedale Santa Maria Nuova, Azienda USL-IRCCS di Reggio Emilia, Reggio Emilia, Italy
| | - Valentina Guarneri
- Department of Surgery, Oncology and Gastroenterology, University of Padova, Padova, Italy
- Istituto Oncologico Veneto – IOV IRCCS, Padova, Italy
| | - Maria Vittoria Dieci
- Department of Surgery, Oncology and Gastroenterology, University of Padova, Padova, Italy
- Istituto Oncologico Veneto – IOV IRCCS, Padova, Italy
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Orrù S, Pascariello E, Pes B, Rallo V, Barbara R, Muntoni M, Notari F, Fancello G, Mocci C, Muroni MR, Cossu-Rocca P, Angius A, De Miglio MR. Biomarker dynamics affecting neoadjuvant therapy response and outcome of HER2-positive breast cancer subtype. Sci Rep 2023; 13:12869. [PMID: 37553381 PMCID: PMC10409859 DOI: 10.1038/s41598-023-40071-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Accepted: 08/03/2023] [Indexed: 08/10/2023] Open
Abstract
HER2+ breast cancer (BC) is an aggressive subtype genetically and biologically heterogeneous. We evaluate the predictive and prognostic role of HER2 protein/gene expression levels combined with clinico-pathologic features in 154 HER2+ BCs patients who received trastuzumab-based neoadjuvant chemotherapy (NACT). The tumoral pathological complete response (pCR) rate was 40.9%. High tumoral pCR show a scarce mortality rate vs subjects with a lower response. 93.7% of ypT0 were HER2 IHC3+ BC, 6.3% were HER2 IHC 2+/SISH+ and 86.7% of ypN0 were HER2 IHC3+, the remaining were HER2 IHC2+/SISH+. Better pCR rate correlate with a high percentage of infiltrating immune cells and right-sided tumors, that reduce distant metastasis and improve survival, but no incidence difference. HER2 IHC score and laterality emerge as strong predictors of tumoral pCR after NACT from machine learning analysis. HER2 IHC3+ and G3 are poor prognostic factors for HER2+ BC patients, and could be considered in the application of neoadjuvant therapy. Increasing TILs concentrations, lower lymph node ratio and lower residual tumor cellularity are associated with a better outcome. The immune microenvironment and scarce lymph node involvement have crucial role in clinical outcomes. The combination of all predictors might offer new options for NACT effectiveness prediction and stratification of HER2+ BC during clinical decision-making.
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Affiliation(s)
- Sandra Orrù
- Department of Pathology, "A. Businco" Oncologic Hospital, ARNA S Brotzu, Via Edward Jenner 1, 09121, Cagliari, Italy
| | - Emanuele Pascariello
- Department of Pathology, "A. Businco" Oncologic Hospital, ARNA S Brotzu, Via Edward Jenner 1, 09121, Cagliari, Italy
| | - Barbara Pes
- Dipartimento di Matematica e Informatica, University of Cagliari, Palazzo delle Scienze, Via Ospedale 72, 09124, Cagliari, Italy
| | - Vincenzo Rallo
- Istituto di Ricerca Genetica e Biomedica (IRGB), Consiglio Nazionale delle Ricerche, CNR, Cittadella Universitaria di Cagliari, 09042, Monserrato, Cagliari, Italy
| | - Raffaele Barbara
- Department of Radiotherapy, "A. Businco" Oncologic Hospital, ARNAS Brotzu, Via Edward Jenner 1, 09121, Cagliari, Italy
| | - Marta Muntoni
- Department of Pathology, "A. Businco" Oncologic Hospital, ARNA S Brotzu, Via Edward Jenner 1, 09121, Cagliari, Italy
| | - Francesca Notari
- Department of Pathology, "A. Businco" Oncologic Hospital, ARNA S Brotzu, Via Edward Jenner 1, 09121, Cagliari, Italy
| | - Gianfranco Fancello
- Breast Surgery Department, "A. Businco" Oncologic Hospital, ARNAS Brotzu, Via Edward Jenner 1, 09121, Cagliari, Italy
| | - Cristina Mocci
- Department of Pathology, "A. Businco" Oncologic Hospital, ARNA S Brotzu, Via Edward Jenner 1, 09121, Cagliari, Italy
| | - Maria Rosaria Muroni
- Department of Medicine, Surgery and Pharmacy, University of Sassari, Via P. Manzella 4, 07100, Sassari, Italy
| | - Paolo Cossu-Rocca
- Department of Medicine, Surgery and Pharmacy, University of Sassari, Via P. Manzella 4, 07100, Sassari, Italy
- Department of Diagnostic Services, "Giovanni Paolo II" Hospital, ASSL Olbia-ATS Sardegna, Via Bazzoni-Sircana, 07026, Olbia, Italy
| | - Andrea Angius
- Istituto di Ricerca Genetica e Biomedica (IRGB), Consiglio Nazionale delle Ricerche, CNR, Cittadella Universitaria di Cagliari, 09042, Monserrato, Cagliari, Italy.
| | - Maria Rosaria De Miglio
- Department of Medicine, Surgery and Pharmacy, University of Sassari, Via P. Manzella 4, 07100, Sassari, Italy.
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Yosofvand M, Khan SY, Dhakal R, Nejat A, Moustaid-Moussa N, Rahman RL, Moussa H. Automated Detection and Scoring of Tumor-Infiltrating Lymphocytes in Breast Cancer Histopathology Slides. Cancers (Basel) 2023; 15:3635. [PMID: 37509295 PMCID: PMC10377197 DOI: 10.3390/cancers15143635] [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: 05/08/2023] [Revised: 07/06/2023] [Accepted: 07/10/2023] [Indexed: 07/30/2023] Open
Abstract
Detection of tumor-infiltrating lymphocytes (TILs) in cancer images has gained significant importance as these lymphocytes can be used as a biomarker in cancer detection and treatment procedures. Our goal was to develop and apply a TILs detection tool that utilizes deep learning models, following two sequential steps. First, based on the guidelines from the International Immuno-Oncology Biomarker Working Group (IIOBWG) on Breast Cancer, we labeled 63 large pathology imaging slides and annotated the TILs in the stroma area to create the dataset required for model development. In the second step, various machine learning models were employed and trained to detect the stroma where U-Net deep learning structure was able to achieve 98% accuracy. After detecting the stroma area, a Mask R-CNN model was employed for the TILs detection task. The R-CNN model detected the TILs in various images and was used as the backbone analysis network for the GUI development of the TILs detection tool. This is the first study to combine two deep learning models for TILs detection at the cellular level in breast tumor histopathology slides. Our novel approach can be applied to scoring TILs in large cancer slides. Statistical analysis showed that the output of the implemented approach had 95% concordance with the scores assigned by the pathologists, with a p-value of 0.045 (n = 63). This demonstrated that the results from the developed software were statistically meaningful and highly accurate. The implemented approach in analyzing whole tumor histology slides and the newly developed TILs detection tool can be used for research purposes in biomedical and pathology applications and it can provide researchers and clinicians with the TIL score for various input images. Future research using additional breast cancer slides from various sources for further training and validation of the developed models is necessary for more inclusive, rigorous, and robust clinical applications.
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Affiliation(s)
- Mohammad Yosofvand
- Department of Mechanical Engineering, Texas Tech University, Lubbock, TX 79409, USA
| | - Sonia Y Khan
- Breast Center of Excellence, Department of Surgery, Texas Tech University Health Sciences Center, Lubbock, TX 79430, USA
| | - Rabin Dhakal
- Department of Mechanical Engineering, Texas Tech University, Lubbock, TX 79409, USA
| | - Ali Nejat
- Department of Civil, Environmental, & Construction Engineering, Texas Tech University, Lubbock, TX 79409, USA
| | - Naima Moustaid-Moussa
- Department of Nutritional Sciences, Texas Tech University, Lubbock, TX 79409, USA
- Obesity Research Institute, Texas Tech University, Lubbock, TX 79409, USA
| | - Rakhshanda Layeequr Rahman
- Breast Center of Excellence, Department of Surgery, Texas Tech University Health Sciences Center, Lubbock, TX 79430, USA
| | - Hanna Moussa
- Department of Mechanical Engineering, Texas Tech University, Lubbock, TX 79409, USA
- Obesity Research Institute, Texas Tech University, Lubbock, TX 79409, USA
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Venetis K, Sajjadi E, Ivanova M, Peccatori FA, Fusco N, Guerini-Rocco E. Characterization of the immune environment in pregnancy-associated breast cancer. Future Oncol 2023. [PMID: 37376974 DOI: 10.2217/fon-2022-1321] [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: 06/29/2023] Open
Abstract
Pregnancy-associated breast cancer (PrBC) is a rare and clinically challenging condition. Specific immune mechanisms and pathways are involved in maternal-fetal tolerance and tumor-host immunoediting. The comprehension of the molecular processes underpinning this immune synergy in PrBC is needed to improve patients' clinical management. Only a few studies focused on the immune biology of PrBC and attempted to identify bona fide biomarkers. Therefore, clinically actionable information remains extremely puzzling for these patients. In this review article, we discuss the current knowledge on the immune environment of PrBC, in comparison with pregnancy-unrelated breast cancer and in the context of maternal immune changes during pregnancy. A particular emphasis is given to the actual role of potential immune-related biomarkers for PrBC clinical management.
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Affiliation(s)
- Konstantinos Venetis
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, 20141, Italy
| | - Elham Sajjadi
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, 20141, Italy
- Department of Oncology & Hemato-Oncology, University of Milan, Milan, 20122, Italy
| | - Mariia Ivanova
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, 20141, Italy
| | - Fedro Alessandro Peccatori
- Fertility & Procreation Unit, Division of Gynecologic Oncology, IEO, European Institute of Oncology IRCCS, Milan, 20141, Italy
| | - Nicola Fusco
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, 20141, Italy
- Department of Oncology & Hemato-Oncology, University of Milan, Milan, 20122, Italy
| | - Elena Guerini-Rocco
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, 20141, Italy
- Department of Oncology & Hemato-Oncology, University of Milan, Milan, 20122, Italy
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20
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Deng X, Shen Y, Yi M, Zhang C, Zhao B, Zhong G, Xue D, Leng Q, Ding J, Zhao R, Jia W, Dong C, Dai Z. Combination of novel oncolytic herpesvirus with paclitaxel as an efficient strategy for breast cancer therapy. J Med Virol 2023; 95:e28768. [PMID: 37212336 DOI: 10.1002/jmv.28768] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Revised: 04/04/2023] [Accepted: 04/19/2023] [Indexed: 05/23/2023]
Abstract
BACKGROUND New strategies are needed to improve the treatment of patients with breast cancer (BC). Oncolytic virotherapy is a promising new tool for cancer treatment but still has a limited overall durable antitumor response. A novel replicable recombinant oncolytic herpes simplex virus type 1 called VG161 has been developed and has demonstrated antitumor effects in several cancers. Here, we explored the efficacy and the antitumor immune response of VG161 cotreatment with paclitaxel (PTX) which as a novel oncolytic viral immunotherapy for BC. METHODS The antitumor effect of VG161 and PTX was confirmed in a BC xenograft mouse model. The immunostimulatory pathways were tested by RNA-seq and the remodeling of tumor microenvironment was detected by Flow cytometry analysis or Immunohistochemistry. Pulmonary lesions were analyzed by the EMT6-Luc BC model. RESULTS In this report, we demonstrate that VG161 can significantly represses BC growth and elicit a robust antitumor immune response in a mouse model. The effect is amplified when combined with PTX treatment. The antitumor effect is associated with the infiltration of lymphoid cells, including CD4+ T cells, CD8+ T cells, and NK cells (expressing TNF and IFN-γ), and myeloid cells, including macrophages, myeloid-derived suppressor cells, and dendritic cell cells. Additionally, VG161 cotreatment with PTX showed a significant reduction in BC lung metastasis, which may result from the enhanced CD4+ and CD8+ T cell-mediated responses. CONCLUSIONS The combination of PTX and VG161 is effective for repressing BC growth by inducing proinflammatory changes in the tumor microenvironment and reducing BC pulmonary metastasis. These data will provide a new strategy and valuable insight for oncolytic virus therapy applications in primary solid or metastatic BC tumors.
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Affiliation(s)
- Xinyue Deng
- Department of Breast Surgery, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Yinan Shen
- Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, Hangzhou, China
| | - Ming Yi
- Department of Breast Surgery, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Chaomei Zhang
- Department of Breast Surgery, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Bin Zhao
- Department of Breast Surgery, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Guansheng Zhong
- Department of Breast Surgery, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Dixuan Xue
- Department of Breast Surgery, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Qi Leng
- Department of Geriatics, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Jun Ding
- Shanghai Virogin Biotech Co. Ltd., Shanghai, China
| | - Ronghua Zhao
- Shanghai Virogin Biotech Co. Ltd., Shanghai, China
- CNBG-Virogin Biotech (Shanghai) Co. Ltd., Shanghai, China
| | - Weiguo Jia
- Shanghai Virogin Biotech Co. Ltd., Shanghai, China
- CNBG-Virogin Biotech (Shanghai) Co. Ltd., Shanghai, China
| | - Chenfang Dong
- Zhejiang Key Laboratory for Disease Proteomics, Zhejiang University School of Medicine, Hangzhou, China
| | - Zhijun Dai
- Department of Breast Surgery, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
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Sánchez-León ML, Jiménez-Cortegana C, Silva Romeiro S, Garnacho C, de la Cruz-Merino L, García-Domínguez DJ, Hontecillas-Prieto L, Sánchez-Margalet V. Defining the Emergence of New Immunotherapy Approaches in Breast Cancer: Role of Myeloid-Derived Suppressor Cells. Int J Mol Sci 2023; 24:5208. [PMID: 36982282 PMCID: PMC10048951 DOI: 10.3390/ijms24065208] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Revised: 02/24/2023] [Accepted: 03/06/2023] [Indexed: 03/12/2023] Open
Abstract
Breast cancer (BC) continues to be the most diagnosed tumor in women and a very heterogeneous disease both inter- and intratumoral, mainly given by the variety of molecular profiles with different biological and clinical characteristics. Despite the advancements in early detection and therapeutic strategies, the survival rate is low in patients who develop metastatic disease. Therefore, it is mandatory to explore new approaches to achieve better responses. In this regard, immunotherapy arose as a promising alternative to conventional treatments due to its ability to modulate the immune system, which may play a dual role in this disease since the relationship between the immune system and BC cells depends on several factors: the tumor histology and size, as well as the involvement of lymph nodes, immune cells, and molecules that are part of the tumor microenvironment. Particularly, myeloid-derived suppressor cell (MDSC) expansion is one of the major immunosuppressive mechanisms used by breast tumors since it has been associated with worse clinical stage, metastatic burden, and poor efficacy of immunotherapies. This review focuses on the new immunotherapies in BC in the last five years. Additionally, the role of MDSC as a therapeutic target in breast cancer will be described.
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Affiliation(s)
- María Luisa Sánchez-León
- Laboratory Service, Department of Medical Biochemistry, Molecular Biology and Immunology, School of Medicine, Virgen Macarena University Hospital, University of Seville, 41009 Seville, Spain
- Oncology Service, Virgen Macarena University Hospital, Department of Medicine, School of Medicine, University of Seville, 41009 Seville, Spain
| | - Carlos Jiménez-Cortegana
- Laboratory Service, Department of Medical Biochemistry, Molecular Biology and Immunology, School of Medicine, Virgen Macarena University Hospital, University of Seville, 41009 Seville, Spain
- Oncology Service, Virgen Macarena University Hospital, Department of Medicine, School of Medicine, University of Seville, 41009 Seville, Spain
| | - Silvia Silva Romeiro
- Oncology Service, Virgen Macarena University Hospital, Department of Medicine, School of Medicine, University of Seville, 41009 Seville, Spain
| | - Carmen Garnacho
- Department of Normal and Pathological Cytology and Histology, School of Medicine, University of Seville, 41009 Seville, Spain
| | - Luis de la Cruz-Merino
- Oncology Service, Virgen Macarena University Hospital, Department of Medicine, School of Medicine, University of Seville, 41009 Seville, Spain
| | - Daniel J. García-Domínguez
- Laboratory Service, Department of Medical Biochemistry, Molecular Biology and Immunology, School of Medicine, Virgen Macarena University Hospital, University of Seville, 41009 Seville, Spain
- Oncology Service, Virgen Macarena University Hospital, Department of Medicine, School of Medicine, University of Seville, 41009 Seville, Spain
| | - Lourdes Hontecillas-Prieto
- Laboratory Service, Department of Medical Biochemistry, Molecular Biology and Immunology, School of Medicine, Virgen Macarena University Hospital, University of Seville, 41009 Seville, Spain
- Oncology Service, Virgen Macarena University Hospital, Department of Medicine, School of Medicine, University of Seville, 41009 Seville, Spain
| | - Víctor Sánchez-Margalet
- Laboratory Service, Department of Medical Biochemistry, Molecular Biology and Immunology, School of Medicine, Virgen Macarena University Hospital, University of Seville, 41009 Seville, Spain
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Fehm TN, Welslau M, Müller V, Lüftner D, Schütz F, Fasching PA, Janni W, Thomssen C, Witzel I, Beierlein M, Belleville E, Untch M, Thill M, Tesch H, Ditsch N, Lux MP, Aktas B, Banys-Paluchowski M, Kolberg-Liedtke C, Hartkopf AD, Wöckel A, Kolberg HC, Harbeck N, Stickeler E. Update Breast Cancer 2022 Part 5 - Early Stage Breast Cancer. Geburtshilfe Frauenheilkd 2023; 83:289-298. [PMID: 36908285 PMCID: PMC9998178 DOI: 10.1055/a-2018-9053] [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: 11/27/2022] [Accepted: 12/27/2022] [Indexed: 03/14/2023] Open
Abstract
The treatment of patients with early stage breast cancer has changed in recent years due to the introduction of pembrolizumab, olaparib, and abemaciclib. These and other drugs with the same class of active ingredient are currently in trial for various indications. This review article summarizes the latest results that have either been presented at major conferences such as the ESMO 2022 or published recently in international journals. This includes reports on newly discovered breast cancer genes, atezolizumab in neoadjuvant therapy in HER2-positive patients, long-term data from the APHINITY study, and on how preoperative peritumoral application of local anesthetics can influence the prognosis. We also present solid data on dynamic Ki-67 from the ADAPT studies.
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Affiliation(s)
- Tanja N. Fehm
- Department of Gynecology and Obstetrics, University Hospital Düsseldorf, Düsseldorf, Germany
| | | | - Volkmar Müller
- Department of Gynecology, Hamburg-Eppendorf University Medical Center, Hamburg, Germany
| | - Diana Lüftner
- Immanuel Hospital Märkische Schweiz, Buckow; Medical University of Brandenburg Theodor-Fontane, Brandenburg, Germany
| | - Florian Schütz
- Gynäkologie und Geburtshilfe, Diakonissen-Stiftungs-Krankenhaus Speyer, Speyer, Germany
| | - Peter A. Fasching
- Erlangen University Hospital, Department of Gynecology and Obstetrics, Comprehensive Cancer Center Erlangen-EMN, Friedrich-Alexander University Erlangen-Nuremberg, Erlangen, Germany
| | - Wolfgang Janni
- Department of Gynecology and Obstetrics, Ulm University Hospital, Ulm, Germany
| | - Christoph Thomssen
- Department of Gynaecology, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany
| | - Isabell Witzel
- Department of Gynecology, Hamburg-Eppendorf University Medical Center, Hamburg, Germany
| | - Milena Beierlein
- Erlangen University Hospital, Department of Gynecology and Obstetrics, Comprehensive Cancer Center Erlangen-EMN, Friedrich-Alexander University Erlangen-Nuremberg, Erlangen, Germany
| | | | - Michael Untch
- Clinic for Gynecology and Obstetrics, Breast Cancer Center, Gynecologic Oncology Center, Helios Klinikum Berlin Buch, Berlin, Germany
| | - Marc Thill
- Agaplesion Markus Krankenhaus, Department of Gynecology and Gynecological Oncology, Frankfurt, Germany
| | - Hans Tesch
- Oncology Practice at Bethanien Hospital, Frankfurt am Main, Germany
| | - Nina Ditsch
- Department of Gynecology and Obstetrics, University Hospital Augsburg, Augsburg, Germany
| | - Michael P. Lux
- Klinik für Gynäkologie und Geburtshilfe, Frauenklinik St. Louise, Paderborn, St. Josefs-Krankenhaus, Salzkotten, St. Vincenz Krankenhaus GmbH, Paderborn, Germany
| | - Bahriye Aktas
- Department of Gynecology, University of Leipzig Medical Center, Leipzig, Germany
| | - Maggie Banys-Paluchowski
- Department of Gynecology and Obstetrics, University Hospital Schleswig-Holstein, Campus Lübeck, Lübeck, Germany
| | | | - Andreas D. Hartkopf
- Department of Gynecology and Obstetrics, Ulm University Hospital, Ulm, Germany
| | - Achim Wöckel
- Department of Gynecology and Obstetrics, University Hospital Würzburg, Würzburg, Germany
| | | | - Nadia Harbeck
- Breast Center, Department of Gynecology and Obstetrics and CCC Munich LMU, LMU University Hospital, Munich, Germany
| | - Elmar Stickeler
- Department of Obstetrics and Gynecology, Center for Integrated Oncology (CIO Aachen, Bonn, Cologne, Düsseldorf), University Hospital of RWTH Aachen, Aachen, Germany
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Deng S, Zhu Q, Chen H, Xiao T, Zhu Y, Gao J, Li Q, Gao Y. Screening of prognosis-related Immune cells and prognostic predictors in Colorectal Cancer Patients. BMC Cancer 2023; 23:195. [PMID: 36859111 PMCID: PMC9976376 DOI: 10.1186/s12885-023-10667-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Accepted: 02/21/2023] [Indexed: 03/03/2023] Open
Abstract
OBJECTIVE To accurately screen potential immune cells that can predict the survival of colorectal cancer (CRC) patients and identify related prognostic predictors. METHODS The sample data of CRC patients were downloaded from the GEO database as a training set to establish a prognosis-scoring model and screen prognosis-related immune cells. The sample data of CRC patients from the TCGA database were used as the validation set. Simultaneously, cancer tissue samples from 116 patients with CRC diagnosed pathologically in Shanghai Dongfang Hospital were collected to analyze the relationship of prognosis-related immune cells with patients' survival, and clinical and pathological parameters, and to screen prognostic predictors. RESULTS Prognosis-related immune cells screened from GEO and TCGA databases mainly included Follicular Helper T cells (Tfh), Monocytes and M2 Macrophages. In the training set, the 2,000- and 4,000-day survival rates were 48.3% and 10.7% in the low-risk group (N = 234), and 42.1% and 7.5% in the high-risk group (N = 214), respectively. In the validation set, the 2,000- and 4,000-day survival rates were 34.8% and 8.6% in the low-risk group (N = 187), and 28.9% and 6.1% in the high-risk group (N = 246), respectively. The prognosis of patients in the high-risk group was worse than that in the low-risk group (P < 0.05). Furthermore, the screened primary prognostic predictors were CD163 and CD4 + CXCR5. CD163 protein expression was distributed in Monocytes and M2 Macrophages. The 1,000- and 2,000-day survival rates were 56.1% and 7.0% in the CD163 low-expression group, and 40.7% and 1.7% in the high-expression group (N = 214), respectively, showing a worse prognosis in the high-expression group than that in the low-expression group. Meanwhile, the immune marker CD4 + CXCR5 could identify Tfh. The 1,000- and 2,000-day survival rates were 63.9% and 5.6% in the CD4 + CXCR5 high-expression group, and 33.3% and 2.8% in the low-expression group (N = 214), respectively, with a better prognosis in the high-expression group than that in the low-expression group. CONCLUSION Prognostic-related immune cells of CRC mainly include Tfh cells, Monocytes and M2 Macrophages. Monocytes and M2 Macrophages correlate negatively, while Tfh cells correlate positively with the prognosis of CRC patients. Immune markers CD163 and CD4 + CXCR5 can be considered as the prognostic predictors of CRC with clinical value of the application.
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Affiliation(s)
- Shuangshuang Deng
- Department of Pathology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, 200092, China
| | - Qiping Zhu
- Department of Pathology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, 200092, China
| | - Hongyan Chen
- Department of Neurology, Luodian Hospital, Baoshan District, Shanghai, 201908, China
| | - Tianyu Xiao
- Department of Pathology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, 200092, China
| | - Yinshen Zhu
- Department of Pathology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, 200092, China
| | - Jinli Gao
- Department of Pathology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, 200092, China
| | - Qing Li
- Department of Pathology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, 200092, China
| | - Yong Gao
- Department of Oncology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, 200092, China.
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Shin J, Ham B, Seo JH, Lee SB, Park IA, Gong G, Kim SB, Lee HJ. Immune repertoire and responses to neoadjuvant TCHP therapy in HER2-positive breast cancer. Ther Adv Med Oncol 2023; 15:17588359231157654. [PMID: 36865681 PMCID: PMC9972050 DOI: 10.1177/17588359231157654] [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: 08/17/2022] [Accepted: 01/30/2023] [Indexed: 03/02/2023] Open
Abstract
Background Despite the introduction of trastuzumab, pathologic complete response (pCR) is not attained in approximately 30-40% of Human epithelial growth factor receptor-2-positive breast cancer. Tumor-infiltrating lymphocytes (TIL) have been suggested as a predictive marker of treatment response, albeit not always effective. We investigated the relationship between trastuzumab, docetaxel, carboplatin, and pertuzumab (TCHP) treatment and immune repertoire as a treatment response predictor. Design In all, 35 cases were divided into two experimental groups: 10 and 25 cases in the preliminary and main experiments, respectively. In the preliminary experiment, the biopsy tissues before TCHP treatment and the surgical tissues after TCHP treatment were compared. In the main experiment, the biopsy tissues before TCHP treatment were compared according to the TCHP treatment response. Methods The T-cell repertoire for TRA, TRB, TRG, and TRD, and B-cell repertoire for immunoglobulin heavy, immunoglobulin kappa, and immunoglobulin lambda were evaluated. Whole transcriptome sequencing was also performed. Results In the preliminary experiment, the density and richness of the T-cell receptor (TCR) and B-cell receptor (BCR) repertoires decreased after treatment, regardless of TCHP response. In the main experiment, the Shannon's entropy index, density, and length of CDR3 of the TCR and BCR repertoires did not differ significantly in patients who did and did not achieve pCR. The pCR and non-pCR subgroups according to the level of TILs revealed that the non-pCR/lowTIL group had a higher proportion of low-frequency clones than the pCR/lowTIL group in TRA (non-pCR/lowTIL versus pCR/lowTIL, 0.01-0.1%, 63% versus 45.3%; <0.01%, 32.9% versus 51.8%, p < 0.001) and TRB (non-pCR/lowTIL versus pCR/lowTIL, 0.01-0.1%, 26.5% versus 14.7%; <0.01%, 72.0% versus 84.1%, p < 0.001). Conclusions The role of the diversity, richness, and density of the TCR and BCR repertoires as predictive markers for TCHP response was not identified. Compositions of low-frequency clones could be candidates for predictive factors of TCHP response; however, validation studies and further research are necessary.
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Affiliation(s)
- Junyoung Shin
- Department of Pathology, Asan Medical Center,
University of Ulsan College of Medicine, Seoul, Korea
| | | | | | - Sae Byul Lee
- Department of Breast Surgery, Asan Medical
Center, University of Ulsan College of Medicine, Seoul, Korea
| | - In Ah Park
- Department of Pathology, Kangbuk Samsung
Hospital, Seoul, Republic of Korea
| | - Gyungyub Gong
- Department of Pathology, Asan Medical Center,
University of Ulsan College of Medicine, Seoul, Korea
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25
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Lam BM, Verrill C. Clinical Significance of Tumour-Infiltrating B Lymphocytes (TIL-Bs) in Breast Cancer: A Systematic Literature Review. Cancers (Basel) 2023; 15:cancers15041164. [PMID: 36831506 PMCID: PMC9953777 DOI: 10.3390/cancers15041164] [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: 01/19/2023] [Revised: 02/03/2023] [Accepted: 02/09/2023] [Indexed: 02/17/2023] Open
Abstract
Although T lymphocytes have been considered the major players in the tumour microenvironment to induce tumour regression and contribute to anti-tumour immunity, much less is known about the role of tumour-infiltrating B lymphocytes (TIL-Bs) in solid malignancies, particularly in breast cancer, which has been regarded as heterogeneous and much less immunogenic compared to other common tumours like melanoma, colorectal cancer and non-small cell lung cancer. Such paucity of research could translate to limited opportunities for this most common type of cancer in the UK to join the immunotherapy efforts in this era of precision medicine. Here, we provide a systematic literature review assessing the clinical significance of TIL-Bs in breast cancer. Articles published between January 2000 and April 2022 were retrieved via an electronic search of two databases (PubMed and Embase) and screened against pre-specified eligibility criteria. The majority of studies reported favourable prognostic and predictive roles of TIL-Bs, indicating that they could have a profound impact on the clinical outcome of breast cancer. Further studies are, however, needed to better define the functional role of B cell subpopulations and to discover ways to harness this intrinsic mechanism in the fight against breast cancer.
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Affiliation(s)
- Brian M. Lam
- Department of Oncology, University of Oxford, Oxford OX3 9DU, UK
- Correspondence:
| | - Clare Verrill
- Nuffield Department of Surgical Sciences, University of Oxford, John Radcliffe Hospital, Oxford OX3 9DU, UK
- Oxford NIHR Biomedical Research Centre, University of Oxford, Oxford OX3 9DU, UK
- Department of Cellular Pathology, Oxford University Hospitals NHS Foundation Trust, John Radcliffe Hospital, Oxford OX3 9DU, UK
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26
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Predictive and Prognostic Role of Tumor-Infiltrating Lymphocytes in Patients with Advanced Breast Cancer Treated with Primary Systemic Therapy. World J Surg 2023; 47:1238-1246. [PMID: 36735048 DOI: 10.1007/s00268-023-06912-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/25/2022] [Indexed: 02/04/2023]
Abstract
INTRODUCTION Tumor-infiltrating lymphocytes (TILs) are gaining recognition as an important immunological biomarker with therapeutic potential in breast cancer. In this cohort study conducted on patients with advanced breast cancer treated with primary systemic therapy (PST), the TILs concentration was correlated with response to PST and survival outcomes. METHODS Patients with primary breast cancer treated with PST between 2016 and 2020 were included in this study, approved by IEC, and registered on ClinicalTrials.gov (NCT05250336). Tumor core biopsies obtained prior to starting treatment from 489 patients were assessed for the proportion of stromal TILs by standardized method and categorized into low (0-10% immune cells), intermediate (11-59%), and high (≥ 60%) TILs. TIL concentration and complete pathological response (pCR), disease-free survival (DFS), and overall survival (OS) were correlated. RESULTS Of the 489 patients, 372 matched the eligibility criteria for assessment of TILs and made the final study cohort. Among these, 135 were luminal, 129 HER2-enriched, and 108 triple-negative breast cancers (TNBC). Proportions of patients with high TILs were greater in TNBC (15.7%) and HER2-enriched (9.3%), compared to luminal cancers (4.4%). High TIL concentration was correlated with higher pCR in all subtypes. A pCR was achieved in 33.3, 50, and 52.9% of high TIL patients in luminal, HER2-enriched, and TNBC subtypes, respectively (p < 0.05). High TILs were linked to longer DFS and OS in TNBC and HER2-enriched breast cancers. CONCLUSION In this first study of its kind from a low- and middle-income country, high TILs concentration was found to be a predictor of response to PST across all breast cancer subtypes. TILs concentration was found predictive of better DFS and OS in TNBC and HER2-enriched cancers. Prognostic role of TILs in luminal cancers was not so apparent.
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27
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Valenza C, Taurelli Salimbeni B, Santoro C, Trapani D, Antonarelli G, Curigliano G. Tumor Infiltrating Lymphocytes across Breast Cancer Subtypes: Current Issues for Biomarker Assessment. Cancers (Basel) 2023; 15:cancers15030767. [PMID: 36765724 PMCID: PMC9913599 DOI: 10.3390/cancers15030767] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Revised: 01/17/2023] [Accepted: 01/24/2023] [Indexed: 01/28/2023] Open
Abstract
Tumor-infiltrating lymphocytes (TILs) represent a surrogate biomarker of anti-tumor, lymphocyte-mediated immunity. In early, triple-negative breast cancer, TILs have level 1B of evidence to predict clinical outcomes. TILs represent a promising biomarker to select patients who can experience a better prognosis with de-intensified cancer treatments and derive larger benefits from immune checkpoint inhibitors. However, the assessment and the validation of TILs as a biomarker require a prospective and rigorous demonstration of its clinical validity and utility, provided reproducible analytical performance. With pending data about the prospective validation of TILs' clinical validity to modulate treatments in early breast cancer, this review summarizes the most important current issues and future challenges related to the implementation of TILs assessments across all breast cancer subtypes and their potential integration into clinical practice.
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Affiliation(s)
- Carmine Valenza
- Division of New Drugs and Early Drug Development for Innovative Therapies, European Institute of Oncology, IRCCS, Via Ripamonti 435, 20141 Milan, Italy
- Department of Oncology and Hematology-Oncology, University of Milan, Via Festa del Perdono 7, 20122 Milan, Italy
| | - Beatrice Taurelli Salimbeni
- Division of New Drugs and Early Drug Development for Innovative Therapies, European Institute of Oncology, IRCCS, Via Ripamonti 435, 20141 Milan, Italy
- Department of Clinical and Molecular Medicine, Sapienza University of Rome, Piazzale Aldo Moro 5, 00185 Rome, Italy
| | - Celeste Santoro
- Division of New Drugs and Early Drug Development for Innovative Therapies, European Institute of Oncology, IRCCS, Via Ripamonti 435, 20141 Milan, Italy
- Department of Oncology and Hematology-Oncology, University of Milan, Via Festa del Perdono 7, 20122 Milan, Italy
| | - Dario Trapani
- Division of New Drugs and Early Drug Development for Innovative Therapies, European Institute of Oncology, IRCCS, Via Ripamonti 435, 20141 Milan, Italy
- Department of Oncology and Hematology-Oncology, University of Milan, Via Festa del Perdono 7, 20122 Milan, Italy
| | - Gabriele Antonarelli
- Division of New Drugs and Early Drug Development for Innovative Therapies, European Institute of Oncology, IRCCS, Via Ripamonti 435, 20141 Milan, Italy
- Department of Oncology and Hematology-Oncology, University of Milan, Via Festa del Perdono 7, 20122 Milan, Italy
| | - Giuseppe Curigliano
- Division of New Drugs and Early Drug Development for Innovative Therapies, European Institute of Oncology, IRCCS, Via Ripamonti 435, 20141 Milan, Italy
- Department of Oncology and Hematology-Oncology, University of Milan, Via Festa del Perdono 7, 20122 Milan, Italy
- Correspondence: ; Tel.: +39-02-5748-9599
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28
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de Haas SL, Slamon DJ, Martin M, Press MF, Lewis GD, Lambertini C, Prat A, Lopez-Valverde V, Boulet T, Hurvitz SA. Tumor biomarkers and efficacy in patients treated with trastuzumab emtansine + pertuzumab versus standard of care in HER2-positive early breast cancer: an open-label, phase III study (KRISTINE). Breast Cancer Res 2023; 25:2. [PMID: 36631725 PMCID: PMC9832665 DOI: 10.1186/s13058-022-01587-z] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Accepted: 12/02/2022] [Indexed: 01/13/2023] Open
Abstract
BACKGROUND KRISTINE is an open-label, phase III study of trastuzumab emtansine + pertuzumab (T-DM1 + P) versus docetaxel + carboplatin + trastuzumab + pertuzumab (TCH + P) in patients with HER2-positive, stage II-III breast cancer. We investigated the association of biomarkers with clinical outcomes in KRISTINE. METHODS Patients were randomized to receive neoadjuvant T-DM1 + P or TCH + P and assessed for pathologic complete response (pCR; ypT0/is, ypN0). HER2 status (per central assessment), hormone receptor status, PIK3CA mutation status, HER2/HER3 mRNA levels, tumor-infiltrating lymphocyte levels, PD-L1 status, and NanoString data were analyzed. pCR rates by treatment arm were compared across biomarker subgroups. Analyses were descriptive. RESULTS Biomarker analyses included data from all 444 patients (T-DM1 + P, n = 223; TCH + P, n = 221) enrolled in KRISTINE. Biomarker distribution was balanced across treatment arms. All subgroups with higher HER2 amplification/expression and immune marker levels showed numerically higher pCR rates in both arms. Mutated versus non-mutated PIK3CA tumors were associated with numerically lower pCR rates in the T-DM1 + P arm but not in the TCH + P arm. In a multivariate analysis, Prediction Analysis of Microarray with the 50-gene classifier (PAM50) HER2-enriched subtype, HER2 gene ratio ≥ 4, and PD-L1-positive status positively influenced the pCR rate. Biomarkers associated with lower pCR rates (e.g., low HER2 levels, positive hormone receptor status, mutated PIK3CA) were more likely to co-occur. Dynamic on-treatment biomarker changes were observed. Differences in the treatment effects for T-DM1 + P versus TCH + P were similar to those observed in the intent-to-treat population for the majority of the biomarker subgroups. CONCLUSIONS Although our biomarker analysis did not identify a subgroup of patients that benefited from neoadjuvant T-DM1 + P versus TCH + P, the data revealed that patients with higher HER2 amplification/expression and immune marker levels had improved response irrespective of treatment arm. These analyses confirm the role of HER2 tumor biology and the immune microenvironment in influencing pCR in the neoadjuvant setting and reaffirm the molecular diversity of HER2-positive breast cancer. TRIAL REGISTRATION ClinicalTrials.gov NCT02131064. Registered 06 May 2014.
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Affiliation(s)
- Sanne L de Haas
- Oncology Biomarker Development, F. Hoffmann-La Roche Ltd., Grenzacherstrasse 124, 4070, Basel, Switzerland.
| | - Dennis J Slamon
- Division of Hematology/Oncology, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, USA
| | - Miguel Martin
- Medical Oncology Service, Hospital Gregorio Marañón, Universidad Complutense, CIBERONC, Madrid, Spain
| | - Michael F Press
- Department of Pathology, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, Los Angeles, CA, USA
| | - Gail D Lewis
- Discovery Oncology, Genentech, Inc., South San Francisco, CA, USA
| | - Chiara Lambertini
- Oncology Biomarker Development, F. Hoffmann-La Roche Ltd., Grenzacherstrasse 124, 4070, Basel, Switzerland
| | - Aleix Prat
- Translational Genomics and Targeted Therapies in Solid Tumors, IDIBAPS, Barcelona, Spain
- Medical Oncology, Hospital Clinic of Barcelona, Barcelona, Spain
- Department of Medicine, University of Barcelona, Barcelona, Spain
| | | | - Thomas Boulet
- Product Development Biometrics Biostatistics, F. Hoffmann-La Roche Ltd., Basel, Switzerland
| | - Sara A Hurvitz
- Division of Hematology-Oncology, David Geffen School of Medicine, Jonsson Comprehensive Cancer Center, University of California Los Angeles, Los Angeles, CA, USA
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29
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Onkar SS, Carleton NM, Lucas PC, Bruno TC, Lee AV, Vignali DAA, Oesterreich S. The Great Immune Escape: Understanding the Divergent Immune Response in Breast Cancer Subtypes. Cancer Discov 2023; 13:23-40. [PMID: 36620880 PMCID: PMC9833841 DOI: 10.1158/2159-8290.cd-22-0475] [Citation(s) in RCA: 55] [Impact Index Per Article: 55.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Revised: 08/30/2022] [Accepted: 09/26/2022] [Indexed: 12/12/2022]
Abstract
Breast cancer, the most common type of cancer affecting women, encompasses a collection of histologic (mainly ductal and lobular) and molecular subtypes exhibiting diverse clinical presentation, disease trajectories, treatment options, and outcomes. Immunotherapy has revolutionized treatment for some solid tumors but has shown limited promise for breast cancers. In this review, we summarize recent advances in our understanding of the complex interactions between tumor and immune cells in subtypes of breast cancer at the cellular and microenvironmental levels. We aim to provide a perspective on opportunities for future immunotherapy agents tailored to specific features of each subtype of breast cancer. SIGNIFICANCE Although there are currently over 200 ongoing clinical trials testing immunotherapeutics, such as immune-checkpoint blockade agents, these are largely restricted to the triple-negative and HER2+ subtypes and primarily focus on T cells. With the rapid expansion of new in vitro, in vivo, and clinical data, it is critical to identify and highlight the challenges and opportunities unique for each breast cancer subtype to drive the next generation of treatments that harness the immune system.
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Affiliation(s)
- Sayali S. Onkar
- Department of Immunology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
- Tumor Microenvironment Center, UPMC Hillman Cancer Center, Pittsburgh, PA 15213, USA
- Graduate Program of Microbiology and Immunology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
| | - Neil M. Carleton
- Women’s Cancer Research Center, Magee-Women’s Research Institute, University of Pittsburgh, Pittsburgh, PA 15213, USA
| | - Peter C Lucas
- Women’s Cancer Research Center, Magee-Women’s Research Institute, University of Pittsburgh, Pittsburgh, PA 15213, USA
- Cancer Biology Program, UPMC Hillman Cancer Center, Pittsburgh, PA 15213, USA
- Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
| | - Tullia C Bruno
- Department of Immunology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
- Tumor Microenvironment Center, UPMC Hillman Cancer Center, Pittsburgh, PA 15213, USA
- Cancer Immunology and Immunotherapy Program, UPMC Hillman Cancer Center, Pittsburgh, PA 15213, USA
| | - Adrian V Lee
- Women’s Cancer Research Center, Magee-Women’s Research Institute, University of Pittsburgh, Pittsburgh, PA 15213, USA
- Cancer Biology Program, UPMC Hillman Cancer Center, Pittsburgh, PA 15213, USA
- Department of Pharmacology and Chemical Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
| | - Dario AA Vignali
- Department of Immunology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
- Tumor Microenvironment Center, UPMC Hillman Cancer Center, Pittsburgh, PA 15213, USA
- Cancer Immunology and Immunotherapy Program, UPMC Hillman Cancer Center, Pittsburgh, PA 15213, USA
| | - Steffi Oesterreich
- Women’s Cancer Research Center, Magee-Women’s Research Institute, University of Pittsburgh, Pittsburgh, PA 15213, USA
- Cancer Biology Program, UPMC Hillman Cancer Center, Pittsburgh, PA 15213, USA
- Department of Pharmacology and Chemical Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
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30
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Association of MARCH7 with tumor progression and T-cell infiltration in esophageal cancer. MEDICAL ONCOLOGY (NORTHWOOD, LONDON, ENGLAND) 2022; 40:67. [PMID: 36583798 DOI: 10.1007/s12032-022-01938-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Accepted: 12/19/2022] [Indexed: 12/31/2022]
Abstract
MARCH7 is an E3 ubiquitin ligase known to regulate neuronal development,T-cell proliferation, and cell and tissue differentiation. But, the altered expression of MARCH7 has been observed in various malignancies. Herein, the cellular localization and role of MARCH7 have been elucidated in esophageal squamous cell carcinoma (ESCC), the information regarding which is currently limited. To check the expression of MARCH7 and its correlation with immune cells infiltration in ESCC, immunohistochemical analysis was performed. RNAi approach was used to investigate the role of MARCH7 in esophageal cancer cells. Interestingly, we found a significantly higher expression of MARCH7 protein in 84% of ESCC tissues than in distant matched non-malignant tissues (p ≤ 0.001). In addition to this, immunohistochemistry results have shown a negative correlation between MARCH7 protein expression and tumor-infiltrating immune cells such as CD8 + T cells (r = - 0.633, p = 0.001) and PD1 + T cells (r = - 0.560, p = 0.005). Furthermore, MARCH7 silencing inhibited the ESCC cell growth and reduced the clonogenic and invasion/migration potential of ESCC cells. MARCH7 silencing also significantly increased E-cadherin protein levels in ESCC cells relative to those in negative control cells (p < 0.05). Thus, MARCH7 is oncogenic and might have a possible role in esophageal carcinogenesis. Moreover, E-cadherin may be a downstream target of MARCH7 in ESCC.
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Ligorio F, Di Cosimo S, Verderio P, Ciniselli CM, Pizzamiglio S, Castagnoli L, Dugo M, Galbardi B, Salgado R, Loi S, Michiels S, Triulzi T, Tagliabue E, El-Abed S, Izquierdo M, de Azambuja E, Nuciforo P, Huober J, Moscetti L, Janni W, Coccia-Portugal MA, Corsetto PA, Belfiore A, Lorenzini D, Daidone MG, Vingiani A, Gianni L, Pupa SM, Bianchini G, Pruneri G, Vernieri C. Predictive Role of CD36 Expression in HER2-Positive Breast Cancer Patients Receiving Neoadjuvant Trastuzumab. J Natl Cancer Inst 2022; 114:1720-1727. [PMID: 35789270 DOI: 10.1093/jnci/djac126] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Revised: 03/03/2022] [Accepted: 06/27/2022] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND Despite huge efforts to identify biomarkers associated with long-term clinical outcomes in patients with early-stage HER2-positive breast cancer (HER2+ BC) treated with (neo)adjuvant anti-HER2 therapy, no reliable predictors have been identified so far. Fatty acid uptake, a process mediated by the transmembrane transporter CD36, has recently emerged as a potential determinant of resistance to anti-HER2 treatments in preclinical HER2+ BC models. METHODS Here, we investigated the association between baseline intratumor CD36 gene expression and event-free survival in 180 patients enrolled in the phase III trial Neoadjuvant Lapatinib and/or Trastuzumab Treatment Optimization (NeoALTTO), which randomly assigned stage II-III HER2+ BC patients to receive neoadjuvant lapatinib, trastuzumab, or lapatinib-trastuzumab in combination with chemotherapy. To this aim, we selected NeoALTTO trial patients for whom pretreatment whole transcriptomic data were available. The main study results were validated in an independent cohort of patients enrolled in the neoadjuvant phase II trial NeoSphere. RESULTS In 180 NeoALTTO patients, high intratumor CD36 expression was independently associated with worse event-free survival in patients treated with trastuzumab-based therapy (hazard ratio [HR] = 1.72, 95% confidence interval [CI] = 1.20 to 2.46), but not with lapatinib-based (HR = 1.02, 95% CI = 0.68 to 1.53) or trastuzumab-lapatinib-based (HR = 1.08, 95% CI = 0.60 to 1.94) therapy. Among 331 NeoSphere patients evaluated, high CD36 expression was independently associated with worse patient disease-free survival in both the whole study cohort (HR = 1.197, 95% CI = 1.002 to 1.428) and patients receiving trastuzumab-based neoadjuvant therapy (HR = 1.282, 95% CI = 1.049 to 1.568). CONCLUSIONS High CD36 expression predicts worse clinical outcomes in early-stage HER2+ BC treated with trastuzumab-based neoadjuvant therapy.
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Affiliation(s)
- Francesca Ligorio
- Metabolic Reprogramming in Solid Tumors Unit, IFOM ETS, the AIRC Institute of Molecular Oncology, Milan, Italy.,Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Serena Di Cosimo
- Department of Applied Research and Technological Development, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Paolo Verderio
- Bioinformatics and Biostatistics Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Chiara Maura Ciniselli
- Bioinformatics and Biostatistics Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Sara Pizzamiglio
- Bioinformatics and Biostatistics Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Lorenzo Castagnoli
- Department of Research, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Matteo Dugo
- Department of Medical Oncology, San Raffaele Scientific Institute, Milan, Italy
| | - Barbara Galbardi
- Department of Medical Oncology, San Raffaele Scientific Institute, Milan, Italy
| | - Roberto Salgado
- Department of Pathology, GZA-ZNA Hospitals, Antwerp, Belgium.,Sir Peter MacCallum Cancer Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia
| | - Sherene Loi
- Sir Peter MacCallum Cancer Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia
| | - Stefan Michiels
- Department of Biostatistics and Epidemiology, Gustave Roussy, Université Paris-Saclay, Villejuif, France
| | - Tiziana Triulzi
- Department of Research, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Elda Tagliabue
- Department of Research, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | | | | | - Evandro de Azambuja
- Department of Medical Oncology, Institut Jules Bordet and l'Université Libre de Bruxelles (U.L.B), Bruxelles, Belgium
| | - Paolo Nuciforo
- Breast Cancer Group, Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Jens Huober
- Breast Center, Cantonal Hospital St. Gallen, St. Gallen, Switzerland
| | - Luca Moscetti
- Department of Oncology-Hematology, University Hospital of Modena, Modena, Italy.,Gruppo Oncologico Italiano per la Ricerca Clinica, Parma, Italy
| | - Wolfgang Janni
- Department of Gynecology and Obstetrics, Ulm University Hospital, Ulm, Germany
| | | | | | - Antonino Belfiore
- Pathology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Daniele Lorenzini
- Pathology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Maria Grazia Daidone
- Department of Applied Research and Technological Development, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Andrea Vingiani
- Pathology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.,Oncology and Hemato-Oncology Department, University of Milan, Milan, Italy
| | | | - Serenella Maria Pupa
- Department of Research, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Giampaolo Bianchini
- Department of Medical Oncology, San Raffaele Scientific Institute, Milan, Italy.,Breast Cancer Unit - Department of Medical Oncology, Università Vita-Salute San Raffaele, Milan, Italy
| | - Giancarlo Pruneri
- Pathology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.,Oncology and Hemato-Oncology Department, University of Milan, Milan, Italy
| | - Claudio Vernieri
- Metabolic Reprogramming in Solid Tumors Unit, IFOM ETS, the AIRC Institute of Molecular Oncology, Milan, Italy.,Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
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32
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Wang S, Wang Z, Li Z, Xu J, Meng X, Zhao Z, Hou Y. A Catalytic Immune Activator Based on Magnetic Nanoparticles to Reprogram the Immunoecology of Breast Cancer from "Cold" to "Hot" State. Adv Healthc Mater 2022; 11:e2201240. [PMID: 36065620 DOI: 10.1002/adhm.202201240] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Revised: 08/03/2022] [Indexed: 01/28/2023]
Abstract
Triple-negative breast cancer (TNBC) as "cold" tumor is characterized by severe immunosuppression of the tumor microenvironment (TME). To effectively activate the immune response of TNBC, a new kind of therapy strategy called cancer catalytic immunotherapy is proposed based on magnetic nanoparticles (NPs) as immune activators. Utilizing the weak acidity and excessive hydrogen peroxide of TME, these magnetic NPs can release ferrous ions to promote Fenton reaction, leading to abundant ·OH and reactive oxygen species (ROS) for ultimately killing cancer cells. Mechanistically, these magnetic NPs activate the ROS-related signaling pathway to generate more ROS. Meanwhile, these magnetic NPs with unique immunological properties can promote the maturation of dendritic cells and the polarization of macrophages from M2 to M1, resulting in the infiltration of more T cells to reprogram the immunoecology of TNBC from "cold" to "hot" state. Besides directly affecting immune cells, these magnetic NPs can also affect the secretion of some immune-related cytokines by cancer cells, to further indirectly activate the immune response. In conclusion, these catalytic immune activators are designed to achieve the synergistic treatment of chemodynamic therapy-enhanced immunotherapy guided by computed tomography (CT)/near-infrared region-II (NIR-II) dual-mode imaging, providing a new strategy for TNBC treatment.
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Affiliation(s)
- Shuren Wang
- Beijing Key Laboratory of Magnetoelectric Materials and Devices, School of Materials Science and Engineering, Beijing Innovation Centre for Engineering Science and Advanced Technology, Peking University, Beijing, 100871, China
| | - Zhiyi Wang
- Beijing Key Laboratory of Magnetoelectric Materials and Devices, School of Materials Science and Engineering, Beijing Innovation Centre for Engineering Science and Advanced Technology, Peking University, Beijing, 100871, China
| | - Ziyuan Li
- Institute of Medical Technology, Peking University Health Science Center, Peking University, Beijing, 100191, China.,Department of Biomedical Engineering, Peking University, Beijing, 100871, China
| | - Junjie Xu
- Beijing Key Laboratory of Magnetoelectric Materials and Devices, School of Materials Science and Engineering, Beijing Innovation Centre for Engineering Science and Advanced Technology, Peking University, Beijing, 100871, China
| | - Xiangxi Meng
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Key Laboratory for Research and Evaluation of Radiopharmaceuticals (National Medical Products Administration), Department of Nuclear Medicine, Peking University Cancer Hospital & Institute, Beijing, 100142, China
| | - Zijing Zhao
- Beijing Key Laboratory of Magnetoelectric Materials and Devices, School of Materials Science and Engineering, Beijing Innovation Centre for Engineering Science and Advanced Technology, Peking University, Beijing, 100871, China
| | - Yanglong Hou
- Beijing Key Laboratory of Magnetoelectric Materials and Devices, School of Materials Science and Engineering, Beijing Innovation Centre for Engineering Science and Advanced Technology, Peking University, Beijing, 100871, China
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33
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Patterns of immune infiltration and survival in endocrine therapy-treated ER-positive breast cancer: A computational study of 1900 patients. Biomed Pharmacother 2022; 155:113787. [DOI: 10.1016/j.biopha.2022.113787] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Revised: 09/16/2022] [Accepted: 09/28/2022] [Indexed: 11/21/2022] Open
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34
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Schüler K, Bethmann D, Kaufhold S, Hartung C, Stückrath K, Lantzsch T, Uleer C, Hanf V, Peschel S, John J, Pöhler M, Buchmann J, Bürrig KF, Weigert E, Thomssen C, Kantelhardt EJ, Vetter M. Prognostic Value of Tumour-Infiltrating Lymphocytes in an Unselected Cohort of Breast Cancer Patients. Diagnostics (Basel) 2022; 12:2527. [PMID: 36292215 PMCID: PMC9601161 DOI: 10.3390/diagnostics12102527] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Revised: 10/04/2022] [Accepted: 10/12/2022] [Indexed: 02/13/2024] Open
Abstract
Tumour-infiltrating lymphocytes (TILs) are considered to have prognostic and predictive value for patients with early breast cancer. We examined 1166 breast cancer patients from a prospective, multicentre cohort (Prognostic Assessment in Routine Application (PiA), n = 1270, NCT01592825) following recommendations from the International TILs Working Group. TIL quantification was performed using predefined groups and as a continuous variable in 10% increments. The primary objective was the distribution of TILs in different breast cancer types. The second objective was the association with the recurrence-free interval (RFI) and overall survival (OS). Stromal infiltration with more than 60% TILs appeared in 2% of hormone receptor (HR)-positive and HER2-negative tumours, in 9.8% of HER2-positive tumours (any HR) and 19.4% of triple-negative breast cancers (TNBCs). Each 10% increment was associated with an improvement in the prognosis in HER2-positive samples (RFI, hazard ratio 0.773, 95% CI 0.587-1.017; OS, hazard ratio 0.700, 95% CI 0.523-0.937). When defining exploratory cut-offs for TILs, the use of a 30% threshold for the HR-positive and HER2-negative group, a 20% threshold for the HER2 group and a 60% threshold for the TNBC group appeared to be the most suitable. TILs bore prognostic value, especially in HER2-positive breast cancer. For clinical use, additional research on the components of immune infiltration might be reasonable.
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Affiliation(s)
- Kathleen Schüler
- Department of Gynaecology, Martin Luther University Halle-Wittenberg, 06120 Halle (Saale), Germany
| | - Daniel Bethmann
- Institute of Pathology, Martin Luther University Halle-Wittenberg, 06120 Halle (Saale), Germany
| | - Sandy Kaufhold
- Department of Gynaecology, Martin Luther University Halle-Wittenberg, 06120 Halle (Saale), Germany
| | - Carolin Hartung
- Department of Gynaecology, Martin Luther University Halle-Wittenberg, 06120 Halle (Saale), Germany
| | - Kathrin Stückrath
- Department of Gynaecology, Martin Luther University Halle-Wittenberg, 06120 Halle (Saale), Germany
| | - Tilmann Lantzsch
- Department of Gynaecology, Hospital St. Elisabeth and St. Barbara, 06110 Halle (Saale), Germany
| | - Christoph Uleer
- Gynäkologisch-Onkologische Praxis, 31134 Hildesheim, Germany
| | - Volker Hanf
- Department of Gynaecology, Nathanstift, Hospital Fürth, 90766 Fürth, Germany
| | - Susanne Peschel
- Department of Gynaecology, St. Bernward Hospital, 31134 Hildesheim, Germany
| | - Jutta John
- Department of Gynaecology, Helios Hospital Hildesheim, 31135 Hildesheim, Germany
| | - Marleen Pöhler
- Department of Gynaecology, Asklepios Hospital Goslar, 38642 Goslar, Germany
| | - Jörg Buchmann
- Institute of Pathology, Hospital Martha-Maria, 81479 Halle (Saale), Germany
| | | | - Edith Weigert
- Institute of Pathology, Hospital Fürth, 90766 Fürth, Germany
| | - Christoph Thomssen
- Department of Gynaecology, Martin Luther University Halle-Wittenberg, 06120 Halle (Saale), Germany
| | - Eva Johanna Kantelhardt
- Department of Gynaecology, Martin Luther University Halle-Wittenberg, 06120 Halle (Saale), Germany
- Institute of Epidemiology, Biometry and Informatics, Martin Luther University Halle-Wittenberg, 06108 Halle (Saale), Germany
| | - Martina Vetter
- Department of Gynaecology, Martin Luther University Halle-Wittenberg, 06120 Halle (Saale), Germany
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35
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Gazinska P, Milton C, Iacovacci J, Ward J, Buus R, Alaguthurai T, Graham R, Akarca A, Lips E, Naidoo K, Wesseling J, Marafioti T, Cheang M, Gillett C, Wu Y, Khan A, Melcher A, Salgado R, Dowsett M, Tutt A, Roxanis I, Haider S, Irshad S. Dynamic Changes in the NK-, Neutrophil-, and B-cell Immunophenotypes Relevant in High Metastatic Risk Post Neoadjuvant Chemotherapy-Resistant Early Breast Cancers. Clin Cancer Res 2022; 28:4494-4508. [PMID: 36161312 PMCID: PMC9561554 DOI: 10.1158/1078-0432.ccr-22-0543] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2022] [Revised: 05/12/2022] [Accepted: 08/12/2022] [Indexed: 01/07/2023]
Abstract
PURPOSE To identify potential immune targets in post-neoadjuvant chemotherapy (NAC)-resistant triple-negative breast cancer (TNBC) and ER+HER2- breast cancer disease. EXPERIMENTAL DESIGN Following pathology review, 153 patients were identified as having residual cancer burden (RCB) II/III disease (TNBC n = 80; ER+HER2-n = 73). Baseline pre-NAC samples were available for evaluation for 32 of 80 TNBC and 36 of 73 ER+HER2- cases. Bright-field hematoxylin and eosin assessment allowed for tumor-infiltrating lymphocyte (TIL) evaluation in all cases. Multiplexed immunofluorescence was used to identify the abundance and distribution of immune cell subsets. Levels of checkpoints including PD-1/PD-L1 expression were also quantified. Findings were then validated using expression profiling of cancer and immune-related genes. Cytometry by time-of-flight characterized the dynamic changes in circulating immune cells with NAC. RESULTS RCB II/III TNBC and ER+HER2- breast cancer were immunologically "cold" at baseline and end of NAC. Although the distribution of immune cell subsets across subtypes was similar, the mRNA expression profiles were both subtype- and chemotherapy-specific. TNBC RCB II/III disease was enriched with genes related to neutrophil degranulation, and displayed strong interplay across immune and cancer pathways. We observed similarities in the dynamic changes in B-cell biology following NAC irrespective of subtype. However, NAC induced changes in the local and circulating tumor immune microenvironment (TIME) that varied by subtype and response. Specifically, in TNBC residual disease, we observed downregulation of stimulatory (CD40/OX40L) and inhibitory (PD-L1/PD-1) receptor expression and an increase in NK cell populations (especially non-cytolytic, exhausted CD56dimCD16-) within both the local TIME and peripheral white cell populations. CONCLUSIONS This study identifies several potential immunologic pathways in residual disease, which may be targeted to benefit high-risk patients.
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Affiliation(s)
- Patrycja Gazinska
- Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
| | - Charlotte Milton
- School of Cancer and Pharmaceutical Sciences, King's College London, UK
| | - Jacopo Iacovacci
- Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
| | - Joseph Ward
- Targeted Therapy Team, The Institute of Cancer Research, Chester Beatty Laboratories, London, UK
| | - Richard Buus
- Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
| | - Thanussuyah Alaguthurai
- Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
- Breast Cancer Now Research Unit, King's College London, London, UK
| | - Rosalind Graham
- School of Cancer and Pharmaceutical Sciences, King's College London, UK
| | - Ayse Akarca
- Department of Cellular Pathology, University College London, London, UK
| | - Esther Lips
- Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Kalnisha Naidoo
- Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
| | - Jelle Wesseling
- Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
- Department of Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | | | - Maggie Cheang
- Clinical Trials and Statistics Unit, The Institute of Cancer Research, London, UK
| | - Cheryl Gillett
- Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
| | - Yin Wu
- School of Cancer and Pharmaceutical Sciences, King's College London, UK
| | - Aadil Khan
- Targeted Therapy Team, The Institute of Cancer Research, Chester Beatty Laboratories, London, UK
| | - Alan Melcher
- Division of Radiotherapy and Imaging, Institute of Cancer Research, London, UK
| | - Roberto Salgado
- Division of Research, Peter MacCallum Cancer Centre, Melbourne, Australia; Department of Pathology, GZA-ZNA Hospitals, Antwerp, Belgium
| | - Mitch Dowsett
- Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
- Ralph Lauren Centre for Breast Cancer Research, Royal Marsden Hospital NHS Foundation Trust, London, UK
| | - Andrew Tutt
- Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
- Breast Cancer Now Research Unit, King's College London, London, UK
- Oncology and Haematology Directorate, Guy's and St Thomas’ NHS Foundation Trust, London, UK
| | - Ioannis Roxanis
- Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
| | - Syed Haider
- Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
| | - Sheeba Irshad
- School of Cancer and Pharmaceutical Sciences, King's College London, UK
- Breast Cancer Now Research Unit, King's College London, London, UK
- Oncology and Haematology Directorate, Guy's and St Thomas’ NHS Foundation Trust, London, UK
- Cancer Research UK (CRUK) Clinician Scientist, London, UK
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He X, Tang F, Zou C, Li L, Wang Y, Kenmegne GR, Zhou Y, Lu M, Min L, Luo Y, Tu C. Prognostic significance of modified lung immune prognostic index in osteosarcoma patients. Front Genet 2022; 13:972352. [PMID: 36303539 PMCID: PMC9592918 DOI: 10.3389/fgene.2022.972352] [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: 06/18/2022] [Accepted: 09/26/2022] [Indexed: 11/13/2022] Open
Abstract
Purpose: Osteosarcoma is the most common primary malignancy of bone with a dismal prognosis for patients with pulmonary metastases. Evaluation of osteosarcoma prognosis would facilitate the prognosis consultation as well as the development of personalized treatment decisions. However, there is limited effective prognostic predictor at present. Lung Immune Prognostic Index (LIPI) is a novel prognostic factor in pulmonary cancers, whereas, the prognostic significance of LIPI in osteosarcoma has not yet been well clarified. In this study, we firstly explore the prognostic role of LIPI and further modify this predictive model in osteosarcoma. Patients and methods: A retrospectively study was conducted at Musculoskeletal Tumor Center of West China Hospital between January 2016 and January 2021. Hematological factors and clinical features of osteosarcoma patients were collected and analyzed. The area under curve (AUC) and optimal cuff-off of each single hematological factor was calculated. Results: In this study, lactate dehydrogenase (LDH), derived neurtrophil to lymphocyte ratio (dNLR), and Hydroxybutyrate dehydrogenase (HBDH) have higher AUC values. LIPI was composed of LDH and dNLR and was further modified by combing the HBDH, forming the osteosarcoma immune prognostic index (OIPI). OIPI divided 223 osteosarcoma patients divided into four groups, none, light, moderate, and severe (p < 0.0001). OIPI has a higher AUC value than LIPI and other hematological indexes in t-ROC curve. According to the univariate and multivariate analysis, pathological fracture, metastasis, NLR, platelet–lymphocyte ratio (PLR), and OIPI were associated with the prognosis; and metastasis and OIPI were independent prognostic factors of osteosarcoma patients. An OIPI-based nomogram was also established and could predict the 3-year and 5-year overall survival. In addition, OIPI was also revealed correlated with metastasis and pathological fracture in osteosarcoma. Conclusion: This study first explore the prognostic significance of LIPI in osteosarcoma patients. In addition, we developed a modified LIPI, the OIPI, for osteosarcoma patients. Both the LIPI and OIPI could predict the overall survival of osteosarcoma patients well, while OIPI may be more suitable for osteosarcoma patients. In particular, OIPI may have the ability to identify some high-risk patients from clinically low-risk patients.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Yi Luo
- *Correspondence: Yi Luo, ; Chongqi Tu,
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37
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Li S, Zhang Y, Zhang P, Xue S, Chen Y, Sun L, Yang R. Predictive and prognostic values of tumor infiltrating lymphocytes in breast cancers treated with neoadjuvant chemotherapy: A meta-analysis. Breast 2022; 66:97-109. [PMID: 36219945 PMCID: PMC9550538 DOI: 10.1016/j.breast.2022.10.001] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Revised: 08/11/2022] [Accepted: 10/03/2022] [Indexed: 12/27/2022] Open
Abstract
BACKGROUND This meta-analysis assessed the predictive and prognostic value of tumor infiltrating lymphocytes (TILs) in neoadjuvant chemotherapy (NACT) treated breast cancer and an optimal threshold for predicting pathologic complete response (pCR). METHODS A systematic search of PubMed, EMBASE and Web of Science electronic databases was conducted to identify eligible studies published before April 2022. Either a fixed or random effects model was applied to estimate the pooled hazard ratio (HR) and odds ratio (OR) for prognosis and predictive values of TILs in breast cancer patients treated with NACT. The study is registered with PROSPERO (CRD42020221521). RESULTS A total of 29 published studies were eligible. Increased levels of TILs predicted response to NACT in HER2 positive breast cancer (OR = 2.54 95%CI, 1.50-4.29) and triple negative breast cancer (TNBC) (OR = 3.67, 95%CI, 1.93-6.97), but not for hormone receptor (HR) positive breast cancer (OR = 1.68, 95 %CI, 0.67-4.25). A threshold of 20% of H & E-stained TILs was associated with prediction of pCR in both HER2 positive breast cancer (P = 0.035) and TNBC (P = 0.001). Moreover, increased levels of TILs (either iTILs or sTILs) were associated with survival benefit in HER2-positive breast cancer and TNBC. However, an increased level of TILs was not a prognostic factor for survival in HR positive breast cancer (pooled HR = 0.64, 95%CI: 0.03-14.1, P = 0.78). CONCLUSIONS Increased levels of TILs were associated with increased rates of response to NACT and improved prognosis for the molecular subtypes of TNBC and HER2-positive breast cancer, but not for patients with HR positive breast cancer. A threshold of 20% TILs was the most powerful outcome prognosticator of pCR.
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Affiliation(s)
- Shiqi Li
- Department of Pharmacy Administration, School of Business Administration, Shenyang Pharmaceutical University, Shenyang, China
| | - Ying Zhang
- Department of Clinical Pharmacy, School of Life Sciences and Biopharmaceuticals, Shenyang Pharmaceutical University, Shenyang, China
| | - Peigen Zhang
- Department of Pharmacy Administration, School of Business Administration, Shenyang Pharmaceutical University, Shenyang, China
| | - Shuijing Xue
- Department of Pharmacy Administration, School of Business Administration, Shenyang Pharmaceutical University, Shenyang, China
| | - Yu Chen
- Department of Pharmacy Administration, School of Business Administration, Shenyang Pharmaceutical University, Shenyang, China
| | - Lihua Sun
- Department of Pharmacy Administration, School of Business Administration, Shenyang Pharmaceutical University, Shenyang, China,Corresponding author. Department of pharmacy administration, School of Business Administration, Shenyang Pharmaceutical University, 103 Wen hua Road, Shenyang, 110016, Liaoning Province, PR China.
| | - Rui Yang
- Clinical Pharmacology Laboratory, The Second Affiliated Hospital, Liaoning University of Traditional Chinese Medicine, Shenyang, 110034, China
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38
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Targeted immunotherapy against distinct cancer-associated fibroblasts overcomes treatment resistance in refractory HER2+ breast tumors. Nat Commun 2022; 13:5310. [PMID: 36085201 PMCID: PMC9463158 DOI: 10.1038/s41467-022-32782-3] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2021] [Accepted: 08/17/2022] [Indexed: 12/26/2022] Open
Abstract
About 50% of human epidermal growth factor receptor 2 (HER2)+ breast cancer patients do not benefit from HER2-targeted therapy and almost 20% of them relapse after treatment. Here, we conduct a detailed analysis of two independent cohorts of HER2+ breast cancer patients treated with trastuzumab to elucidate the mechanisms of resistance to anti-HER2 monoclonal antibodies. In addition, we develop a fully humanized immunocompetent model of HER2+ breast cancer recapitulating ex vivo the biological processes that associate with patients’ response to treatment. Thanks to these two approaches, we uncover a population of TGF-beta-activated cancer-associated fibroblasts (CAF) specific from tumors resistant to therapy. The presence of this cellular subset related to previously described myofibroblastic (CAF-S1) and podoplanin+ CAF subtypes in breast cancer associates with low IL2 activity. Correspondingly, we find that stroma-targeted stimulation of IL2 pathway in unresponsive tumors restores trastuzumab anti-cancer efficiency. Overall, our study underscores the therapeutic potential of exploiting the tumor microenvironment to identify and overcome mechanisms of resistance to anti-cancer treatment. A substantial proportion of HER2+ breast cancer patients do not benefit from HER2-targeted therapy. Here, the authors identify a population of cancer-associated fibroblasts involved in the suppression of trastuzumab-induced ADCC that can be pharmacologically targeted to raise treatment effectiveness in unresponsive tumors.
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39
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The tumor-infiltrating lymphocyte ultrasonography score can provide a diagnostic prediction of lymphocyte-predominant breast cancer preoperatively. J Med Ultrason (2001) 2022; 49:709-717. [PMID: 36002708 DOI: 10.1007/s10396-022-01240-4] [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: 05/02/2022] [Accepted: 06/08/2022] [Indexed: 10/15/2022]
Abstract
PURPOSE Tumor-infiltrating lymphocytes (TILs) are known to predict the therapeutic effect in breast cancer. Although a preoperative tissue biopsy can be used to evaluate TILs, TILs that are heterogeneously distributed might require examination of all preoperative tissue biopsy samples. We have recently reported that the TIL ultrasonography (US) score, as determined by characteristic US findings, provides excellent predictive performance for lymphocyte predominant breast cancer (LPBC). We herein aimed to determine whether the preoperative TIL-US score can more accurately predict LPBC than preoperative tissue biopsy. METHODS We assessed 161 patients with invasive breast cancer that were treated with curative surgery between January 2014 and December 2017. Stromal lymphocytes were examined on preoperative tissue biopsy tissues and surgical pathological specimens. Breast cancer samples with ≥ 50% stromal TILs were defined as pre-LPBC (preoperative tissue biopsy) and LPBC (surgical pathological specimens). Useful factors for predicting LPBC were searched among clinicopathological factors. RESULTS The TIL-US score cutoff value for predicting LPBC was 4 points based on the receiver operating characteristic curves (area under the curve: 0.88). Several significant predictors for LPBC were revealed by the undertaken multivariate logistic regression analysis (odds ratios: TIL-US score, 26.8; pre-LPBC, 18.6; HER2, 9.2; all, p < 0.05). The sensitivity, specificity, accuracy, positive predictive value, and negative predictive value were 0.74, 0.89, 0.85, 0.67, and 0.92 for the TIL-US score, respectively, and 0.51, 0.98, 0.87, 0.91, and 0.86 for the pre-LPBC, respectively. CONCLUSION TIL-US scores can predict LPBC preoperatively and are characterized by a significantly high sensitivity and negative predictive value.
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Predictive biomarkers for molecularly targeted therapies and immunotherapies in breast cancer. Arch Pharm Res 2022; 45:597-617. [PMID: 35982262 DOI: 10.1007/s12272-022-01402-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Accepted: 08/14/2022] [Indexed: 11/02/2022]
Abstract
Globally, breast cancer is the most common malignancy in women. Substantial efforts have been made to develop novel therapies, including targeted therapies and immunotherapies, for patients with breast cancer who do not respond to standard therapies. Consequently, new targeted therapies, such as cyclin-dependent kinase 4 and 6 inhibitors, poly (ADP-ribose) polymerase inhibitors, phosphoinositide 3-kinase inhibitor, and antibody-drug conjugates targeting human epidermal growth factor receptor 2 or trophoblast cell surface antigen-2, and immune checkpoint inhibitor targeting programmed cell death-1, have been developed and are now in clinical use. However, only some patients have benefited from these novel therapies; therefore, the identification and validation of reliable or more accurate biomarkers for predicting responses to these agents remain a major challenge. This review summarizes the currently available predictive biomarkers for breast cancer and describes recent efforts undertaken to identify potential predictive markers for molecularly targeted therapies and immune checkpoint inhibitors.
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Derouane F, van Marcke C, Berlière M, Gerday A, Fellah L, Leconte I, Van Bockstal MR, Galant C, Corbet C, Duhoux FP. Predictive Biomarkers of Response to Neoadjuvant Chemotherapy in Breast Cancer: Current and Future Perspectives for Precision Medicine. Cancers (Basel) 2022; 14:3876. [PMID: 36010869 PMCID: PMC9405974 DOI: 10.3390/cancers14163876] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Revised: 08/05/2022] [Accepted: 08/09/2022] [Indexed: 02/07/2023] Open
Abstract
Pathological complete response (pCR) after neoadjuvant chemotherapy in patients with early breast cancer is correlated with better survival. Meanwhile, an expanding arsenal of post-neoadjuvant treatment strategies have proven beneficial in the absence of pCR, leading to an increased use of neoadjuvant systemic therapy in patients with early breast cancer and the search for predictive biomarkers of response. The better prediction of response to neoadjuvant chemotherapy could enable the escalation or de-escalation of neoadjuvant treatment strategies, with the ultimate goal of improving the clinical management of early breast cancer. Clinico-pathological prognostic factors are currently used to estimate the potential benefit of neoadjuvant systemic treatment but are not accurate enough to allow for personalized response prediction. Other factors have recently been proposed but are not yet implementable in daily clinical practice or remain of limited utility due to the intertumoral heterogeneity of breast cancer. In this review, we describe the current knowledge about predictive factors for response to neoadjuvant chemotherapy in breast cancer patients and highlight the future perspectives that could lead to the better prediction of response, focusing on the current biomarkers used for clinical decision making and the different gene signatures that have recently been proposed for patient stratification and the prediction of response to therapies. We also discuss the intratumoral phenotypic heterogeneity in breast cancers as well as the emerging techniques and relevant pre-clinical models that could integrate this biological factor currently limiting the reliable prediction of response to neoadjuvant systemic therapy.
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Affiliation(s)
- Françoise Derouane
- Department of Medical Oncology, King Albert II Cancer Institute, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
- Breast Clinic, King Albert II Cancer Institute, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
- Institut de Recherche Expérimentale et Clinique (IREC), Pole of Medical Imaging, Radiotherapy and Oncology (MIRO), Université Catholique de Louvain (UCLouvain), 1200 Brussels, Belgium
| | - Cédric van Marcke
- Department of Medical Oncology, King Albert II Cancer Institute, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
- Breast Clinic, King Albert II Cancer Institute, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
- Institut de Recherche Expérimentale et Clinique (IREC), Pole of Medical Imaging, Radiotherapy and Oncology (MIRO), Université Catholique de Louvain (UCLouvain), 1200 Brussels, Belgium
| | - Martine Berlière
- Breast Clinic, King Albert II Cancer Institute, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
- Department of Gynecology, King Albert II Cancer Institute, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
- Institut de Recherche Expérimentale et Clinique (IREC), Pole of Gynecology (GYNE), Université Catholique de Louvain (UCLouvain), 1200 Brussels, Belgium
| | - Amandine Gerday
- Breast Clinic, King Albert II Cancer Institute, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
- Department of Gynecology, King Albert II Cancer Institute, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
| | - Latifa Fellah
- Breast Clinic, King Albert II Cancer Institute, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
- Department of Radiology, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
| | - Isabelle Leconte
- Breast Clinic, King Albert II Cancer Institute, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
- Department of Radiology, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
| | - Mieke R. Van Bockstal
- Breast Clinic, King Albert II Cancer Institute, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
- Department of Pathology, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
| | - Christine Galant
- Breast Clinic, King Albert II Cancer Institute, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
- Department of Pathology, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
| | - Cyril Corbet
- Institut de Recherche Expérimentale et Clinique (IREC), Pole of Pharmacology and Therapeutics (FATH), Université Catholique de Louvain (UCLouvain), 1200 Brussels, Belgium
| | - Francois P. Duhoux
- Department of Medical Oncology, King Albert II Cancer Institute, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
- Breast Clinic, King Albert II Cancer Institute, Cliniques Universitaires Saint-Luc, Avenue Hippocrate 10, 1200 Brussels, Belgium
- Institut de Recherche Expérimentale et Clinique (IREC), Pole of Medical Imaging, Radiotherapy and Oncology (MIRO), Université Catholique de Louvain (UCLouvain), 1200 Brussels, Belgium
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Shenasa E, Stovgaard ES, Jensen MB, Asleh K, Riaz N, Gao D, Leung S, Ejlertsen B, Laenkholm AV, Nielsen TO. Neither Tumor-Infiltrating Lymphocytes nor Cytotoxic T Cells Predict Enhanced Benefit from Chemotherapy in the DBCG77B Phase III Clinical Trial. Cancers (Basel) 2022; 14:cancers14153808. [PMID: 35954471 PMCID: PMC9367267 DOI: 10.3390/cancers14153808] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Revised: 07/29/2022] [Accepted: 08/01/2022] [Indexed: 12/22/2022] Open
Abstract
Simple Summary Apart from the direct killing of cancer cells, cyclophosphamide-based chemotherapy has been shown to induce an antitumor immune response, and is being used in combination with immunotherapies in cancer care. We assessed the interaction of chemotherapy with immune biomarkers expressed on primary tumor tissue from a randomized phase III clinical trial, and confirmed that the presence of tumor-infiltrating lymphocytes is linked to improved survival in premenopausal women with high-risk breast cancer, regardless of their treatment allocation. However, immune biomarkers including tumor-infiltrating lymphocytes do not predict extra benefit from cyclophosphamide chemotherapy. This finding applies across the major molecular subgroups, including non-luminal and basal breast cancers that tend to be more immunogenic, and are often considered the most suitable subsets for receiving immunotherapy. Abstract Recent studies have shown that immune infiltrates in the tumor microenvironment play a role in response to therapy, with some suggesting that patients with immunogenic tumors may receive increased benefit from chemotherapies. We evaluated this hypothesis in early breast cancer by testing the interaction between immune biomarkers and chemotherapy using materials from DBCG77B, a phase III clinical trial where high-risk premenopausal women were randomized to receive chemotherapy or no chemotherapy. Tissue microarrays were evaluated for tumor-infiltrating lymphocytes (TILs) assessed morphologically on hematoxylin and eosin-stained slides, and by immunohistochemistry for CD8, FOXP3, LAG-3, PD-1 and PD-L1. Following REMARK reporting guidelines, data analyses were performed according to a prespecified statistical plan, using 10-year invasive disease-free survival as the endpoint. Differences in survival probabilities between biomarker groups were evaluated by Kaplan–Meier and Cox proportional hazard ratio analyses and prediction for treatment benefit by an interaction test. Our results showed that stromal TILs were associated with an improved prognosis (HR = 0.93; p-value = 0.03), consistent with previous studies. However, none of the immune biomarkers predicted benefit from chemotherapy in the full study set nor within major breast cancer subtypes. Our study indicates that primary tumors with higher immune infiltration do not derive extra benefit from cyclophosphamide-based cytotoxic chemotherapy.
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Affiliation(s)
- Elahe Shenasa
- Genetic Pathology Evaluation Centre, University of British Columbia, Vancouver V6H 3Z6, BC, Canada
| | | | - Maj-Britt Jensen
- Danish Breast Cancer Cooperative Group, Rigshospitalet, Copenhagen University Hospital, 2100 Copenhagen, Denmark
| | - Karama Asleh
- Genetic Pathology Evaluation Centre, University of British Columbia, Vancouver V6H 3Z6, BC, Canada
| | - Nazia Riaz
- Genetic Pathology Evaluation Centre, University of British Columbia, Vancouver V6H 3Z6, BC, Canada
- Centre for Regenerative Medicine and Stem Cell Research, Aga Khan University, Karachi 74800, Pakistan
| | - Dongxia Gao
- Genetic Pathology Evaluation Centre, University of British Columbia, Vancouver V6H 3Z6, BC, Canada
| | - Samuel Leung
- Genetic Pathology Evaluation Centre, University of British Columbia, Vancouver V6H 3Z6, BC, Canada
| | - Bent Ejlertsen
- Danish Breast Cancer Cooperative Group, Rigshospitalet, Copenhagen University Hospital, 2100 Copenhagen, Denmark
| | - Anne-Vibeke Laenkholm
- Department of Surgical Pathology, Zealand University Hospital, 4000 Roskilde, Denmark
| | - Torsten O. Nielsen
- Genetic Pathology Evaluation Centre, University of British Columbia, Vancouver V6H 3Z6, BC, Canada
- Correspondence:
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Shen X, Zhou C, Feng H, Li J, Xia T, Cheng X, Zhao R, Zou D. ETV1 Positively Correlated With Immune Infiltration and Poor Clinical Prognosis in Colorectal Cancer. Front Immunol 2022; 13:939806. [PMID: 35860243 PMCID: PMC9291282 DOI: 10.3389/fimmu.2022.939806] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Accepted: 06/03/2022] [Indexed: 11/13/2022] Open
Abstract
ObjectiveNumerous studies recently suggested that the immune microenvironment could influence the development of colorectal cancer (CRC). These findings implied that the infiltration of immune cells could be a promising prognostic biomarker for CRC.MethodsFurthermore, the Oncomine database and R2 platform analysis were applied in our research to validate CRC clinical prognosis via expression levels of polyoma enhancer activator 3 (PEA3) members. We explored the correlation of ETV1, ETV4, and ETV5 with tumor-infiltrating immune cells (TIICs) in CRC tumor microenvironments via the Tumor Immune Estimation Resource (TIMER) and Gene Expression Profiling Interactive Analysis (GEPIA). Immunohistochemistry (IHC) was used to validate our CRC clinical data.ResultsOur findings indicated that the upregulation of PEA3 members including ETV1 and ETV5 was positively associated with poor prognosis in CRC patients. Meanwhile, ETV1 and ETV5 may play significant roles in the development progress of CRC. Furthermore, ETV1 tends to be associated with immune infiltration of CRC, especially with cancer-associated fibroblasts and M2 macrophages.ConclusionThese findings revealed that ETV1 and ETV5 played significant roles in the development of CRC. Moreover, ETV1 was significantly associated with the infiltration of cancer-associated fibroblasts and M2 macrophages in CRC. Targeting ETV1 can be a potential auspicious approach for CRC treatment.
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Affiliation(s)
- Xiaonan Shen
- Department of Gastroenterology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Chunhua Zhou
- Department of Gastroenterology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Haoran Feng
- Shanghai Institute of Digestive Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jialu Li
- State Key Laboratory for Oncogenes and Related Genes, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, Division of Gastroenterology and Hepatology, Shanghai Institute of Digestive Disease, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Tianxue Xia
- Department of Gastroenterology, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Xi Cheng
- Department of General Surgery, Shanghai Institute of Digestive Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- *Correspondence: Xi Cheng, ; Ren Zhao, ; Duowu Zou,
| | - Ren Zhao
- Department of General Surgery, Shanghai Institute of Digestive Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- *Correspondence: Xi Cheng, ; Ren Zhao, ; Duowu Zou,
| | - Duowu Zou
- Department of Gastroenterology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- *Correspondence: Xi Cheng, ; Ren Zhao, ; Duowu Zou,
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Welslau M, Müller V, Lüftner D, Schütz F, Stickeler E, Fasching PA, Janni W, Thomssen C, Witzel I, Fehm TN, Belleville E, Bader S, Seitz K, Untch M, Thill M, Tesch H, Ditsch N, Lux MP, Aktas B, Banys-Paluchowski M, Schneeweiss A, Harbeck N, Würstlein R, Hartkopf AD, Wöckel A, Seliger B, Massa C, Kolberg HC. Update Breast Cancer 2022 Part 1 - Early Stage Breast Cancer. Geburtshilfe Frauenheilkd 2022; 82:580-589. [PMID: 35903719 PMCID: PMC9315400 DOI: 10.1055/a-1811-6106] [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: 03/21/2022] [Accepted: 03/26/2022] [Indexed: 10/26/2022] Open
Abstract
Evidence relating to the treatment of breast cancer patients with early-stage disease has increased significantly in the past year. Abemaciclib, olaparib, and pembrolizumab are new drugs with good efficacy in the relevant patient groups. However, some questions remain unanswered. In particular, it remains unclear which premenopausal patients with hormone receptor-positive breast cancer should be spared unnecessary treatment. The question of the degree to which chemotherapy exerts a direct cytotoxic effect on the tumor or reduces ovarian function through chemotherapy could be of key importance. This group of patients could potentially be spared chemotherapy. New, previously experimental biomarker analysis methods, such as spatial analysis of gene expression (spatial transcriptomics) are gradually finding their way into large randomized phase III trials, such as the NeoTRIP trial. This in turn leads to a better understanding of the predictive factors of new therapies, for example immunotherapy. This review summarizes the scientific innovations from recent congresses such as the San Antonio Breast Cancer Symposium 2021 but also from recent publications.
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Affiliation(s)
| | - Volkmar Müller
- Department of Gynecology, Hamburg-Eppendorf University Medical Center, Hamburg, Germany
| | - Diana Lüftner
- Charité University Hospital, Department of Hematology, Oncology and Tumour Immunology, University Medicine Berlin, Berlin, Germany
| | - Florian Schütz
- Gynäkologie und Geburtshilfe, Diakonissen-Stiftungs-Krankenhaus Speyer, Speyer, Germany
| | - Elmar Stickeler
- Department of Gynecology and Obstetrics, RWTH University Hospital Aachen, Aachen, Germany
| | - Peter A. Fasching
- Erlangen University Hospital, Department of Gynecology and Obstetrics, Comprehensive Cancer Center Erlangen-EMN, Friedrich-Alexander University Erlangen-Nuremberg, Erlangen,
Germany
| | - Wolfgang Janni
- Department of Gynecology and Obstetrics, Ulm University Hospital, Ulm, Germany
| | - Christoph Thomssen
- Department of Gynaecology, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany
| | - Isabell Witzel
- Department of Gynecology, Hamburg-Eppendorf University Medical Center, Hamburg, Germany
| | - Tanja N. Fehm
- Department of Gynecology and Obstetrics, University Hospital Düsseldorf, Düsseldorf, Germany
| | | | - Simon Bader
- Erlangen University Hospital, Department of Gynecology and Obstetrics, Comprehensive Cancer Center Erlangen-EMN, Friedrich-Alexander University Erlangen-Nuremberg, Erlangen,
Germany
| | - Katharina Seitz
- Erlangen University Hospital, Department of Gynecology and Obstetrics, Comprehensive Cancer Center Erlangen-EMN, Friedrich-Alexander University Erlangen-Nuremberg, Erlangen,
Germany
| | - Michael Untch
- Clinic for Gynecology and Obstetrics, Breast Cancer Center, Genecologic Oncology Center, Helios Klinikum Berlin Buch, Berlin, Germany
| | - Marc Thill
- Agaplesion Markus Krankenhaus, Department of Gynecology and Gynecological Oncology, Frankfurt am Main
| | - Hans Tesch
- Oncology Practice at Bethanien Hospital, Frankfurt am Main, Germany
| | - Nina Ditsch
- Department of Gynecology and Obstetrics, University Hospital Augsburg, Augsburg, Germany
| | - Michael P. Lux
- Klinik für Gynäkologie und Geburtshilfe, Frauenklinik St. Louise, Paderborn, St. Josefs-Krankenhaus, Salzkotten, St. Vincenz Krankenhaus GmbH, Germany
| | - Bahriye Aktas
- Klinik und Poliklinik für Gynäkologie, Universitätsklinikum Leipzig, Leipzig, Germany
| | - Maggie Banys-Paluchowski
- Department of Gynecology and Obstetrics, University Hospital Schleswig-Holstein, Campus Lübeck, Lübeck, Germany
| | - Andreas Schneeweiss
- National Center for Tumor Diseases (NCT), Heidelberg University Hospital and German Cancer Research Center, Heidelberg, Germany
| | - Nadia Harbeck
- Breast Center, Department of Gynecology and Obstetrics and CCC Munich LMU, LMU University Hospital, Munich, Germany
| | - Rachel Würstlein
- Breast Center, Department of Gynecology and Obstetrics and CCC Munich LMU, LMU University Hospital, Munich, Germany
| | - Andreas D. Hartkopf
- Department of Gynecology and Obstetrics, Ulm University Hospital, Ulm, Germany
| | - Achim Wöckel
- Department of Gynecology and Obstetrics, University Hospital Würzburg, Würzburg, Germany
| | - Barbara Seliger
- Martin-Luther-Universitat Halle-Wittenberg, Institute of Medical Immunology, Halle (Saale), Germany
| | - Chiara Massa
- Martin-Luther-Universitat Halle-Wittenberg, Institute of Medical Immunology, Halle (Saale), Germany
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Pathological response and predictive role of tumour-infiltrating lymphocytes in HER2-positive early breast cancer treated with neoadjuvant pyrotinib plus trastuzumab and chemotherapy (Panphila): a multicentre phase 2 trial. Eur J Cancer 2022; 165:157-168. [DOI: 10.1016/j.ejca.2022.01.022] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2021] [Revised: 01/05/2022] [Accepted: 01/12/2022] [Indexed: 12/22/2022]
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Basmadjian RB, Kong S, Boyne DJ, Jarada TN, Xu Y, Cheung WY, Lupichuk S, Quan ML, Brenner DR. Developing a Prediction Model for Pathologic Complete Response Following Neoadjuvant Chemotherapy in Breast Cancer: A Comparison of Model Building Approaches. JCO Clin Cancer Inform 2022; 6:e2100055. [PMID: 35148170 PMCID: PMC8846388 DOI: 10.1200/cci.21.00055] [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] [Indexed: 11/25/2022] Open
Abstract
The optimal characteristics among patients with breast cancer to recommend neoadjuvant chemotherapy is an active area of clinical research. We developed and compared several approaches to developing prediction models for pathologic complete response (pCR) among patients with breast cancer in Alberta.
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Affiliation(s)
- Robert B Basmadjian
- Department of Community Health Sciences, Foothills Medical Centre, University of Calgary, Calgary, Alberta, Canada
| | - Shiying Kong
- Department of Community Health Sciences, Foothills Medical Centre, University of Calgary, Calgary, Alberta, Canada.,Department of Oncology, University of Calgary, Tom Baker Cancer Centre, Calgary, Alberta, Canada.,Department of Surgery, Foothills Medical Centre, University of Calgary, Calgary, Alberta, Canada
| | - Devon J Boyne
- Department of Community Health Sciences, Foothills Medical Centre, University of Calgary, Calgary, Alberta, Canada.,Department of Oncology, University of Calgary, Tom Baker Cancer Centre, Calgary, Alberta, Canada
| | - Tamer N Jarada
- Department of Oncology, University of Calgary, Tom Baker Cancer Centre, Calgary, Alberta, Canada
| | - Yuan Xu
- Department of Community Health Sciences, Foothills Medical Centre, University of Calgary, Calgary, Alberta, Canada.,Department of Oncology, University of Calgary, Tom Baker Cancer Centre, Calgary, Alberta, Canada.,Department of Surgery, Foothills Medical Centre, University of Calgary, Calgary, Alberta, Canada
| | - Winson Y Cheung
- Department of Community Health Sciences, Foothills Medical Centre, University of Calgary, Calgary, Alberta, Canada.,Department of Oncology, University of Calgary, Tom Baker Cancer Centre, Calgary, Alberta, Canada
| | - Sasha Lupichuk
- Department of Community Health Sciences, Foothills Medical Centre, University of Calgary, Calgary, Alberta, Canada.,Department of Oncology, University of Calgary, Tom Baker Cancer Centre, Calgary, Alberta, Canada
| | - May Lynn Quan
- Department of Community Health Sciences, Foothills Medical Centre, University of Calgary, Calgary, Alberta, Canada.,Department of Oncology, University of Calgary, Tom Baker Cancer Centre, Calgary, Alberta, Canada.,Department of Surgery, Foothills Medical Centre, University of Calgary, Calgary, Alberta, Canada
| | - Darren R Brenner
- Department of Community Health Sciences, Foothills Medical Centre, University of Calgary, Calgary, Alberta, Canada.,Department of Oncology, University of Calgary, Tom Baker Cancer Centre, Calgary, Alberta, Canada
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Kimura Y, Masumoto N, Kanou A, Fukui K, Sasada S, Emi A, Kadoya T, Arihiro K, Okada M. The TILs-US score on ultrasonography can predict the pathological response to neoadjuvant chemotherapy for human epidermal growth factor receptor 2-positive and triple-negative breast cancer. Surg Oncol 2022; 41:101725. [DOI: 10.1016/j.suronc.2022.101725] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2021] [Revised: 01/20/2022] [Accepted: 02/13/2022] [Indexed: 11/30/2022]
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Shang M, Chi Y, Zhang J, Chang J, Yang H, Yin S, Tan Q, Man X, Li H. The Therapeutic Effectiveness of Neoadjuvant Trastuzumab Plus Chemotherapy for HER2-Positive Breast Cancer Can Be Predicted by Tumor-Infiltrating Lymphocytes and PD-L1 Expression. Front Oncol 2022; 11:706606. [PMID: 35070953 PMCID: PMC8766296 DOI: 10.3389/fonc.2021.706606] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Accepted: 12/06/2021] [Indexed: 12/05/2022] Open
Abstract
Introduction Neoadjuvant trastuzumab plus chemotherapy may affect programmed death-ligand 1 (PD-L1) expression and tumor-infiltrating lymphocytes (TILs) in HER2-positive breast cancer. Discordant results were shown on the correlation between PD-L1 expression or TILs and the effectiveness of neoadjuvant therapy in HER2-positive breast cancer patients. This study aimed to clarify the predictive value of PD-L1 expression and TILs in neoadjuvant therapy in patients with HER2-positive breast cancer. Methods HER2-positive breast cancer cases receiving neoadjuvant treatment (NAT; n = 155) were retrospectively collected from July 2013 to November 2018. Histopathologic analysis of TILs was performed on hematoxylin and eosin (H&E)-stained sections from pre- and post-NAT specimens. The TIL score as a categorical variable can be divided into high (≥30%) and low (<30%) categories. The expression of PD-L1 was detected by immunohistochemistry, and the percentage of positive membranous staining (at least 1%) in tumor cells (PD-L1+TC) and TILs (PD-L1+TILs) was scored. Results In our study, 87 patients received neoadjuvant chemotherapy alone and 68 received neoadjuvant trastuzumab plus chemotherapy. Multivariate logistic regression analysis confirmed that lymph node metastasis, high TILs, and PD-L1+TILs in pre-neoadjuvant therapy specimens were independent predictors of pathological complete response (pCR) in neoadjuvant therapy (p < 0.05, for all). Among all patients, TILs were increased in breast cancer tissues post-neoadjuvant therapy (p < 0.001). Consistent results were found in the subgroup analysis of the trastuzumab plus chemotherapy group and the chemotherapy alone group (p < 0.05, for both). In 116 non-pCR patients, PD-L1+TC was decreased in breast cancer tissues post-neoadjuvant therapy (p = 0.0219). Consistent results were found in 43 non-pCR patients who received neoadjuvant trastuzumab plus chemotherapy (p = 0.0437). However, in 73 non-pCR patients who received neoadjuvant chemotherapy, there was no significant difference in PD-L1+TC expression in pre- and post-neoadjuvant therapy specimens (p = 0.1465). On the other hand, in the general population, the neoadjuvant trastuzumab plus chemotherapy group, and the neoadjuvant chemotherapy group, PD-L1+TILs decreased after treatment (p < 0.05, for both). Conclusion Higher TIL counts and PD-L1+TILs in pre-neoadjuvant therapy specimens and lymph node metastasis are independent predictors of pCR in patients with HER2-positive breast cancer treated with neoadjuvant therapy. TIL counts, PD-L1+TC, and PD-L1+TILs changed before and after neoadjuvant trastuzumab plus chemotherapy for HER2-positive breast cancer, which may suggest that, in HER2-positive breast cancer, neoadjuvant trastuzumab plus chemotherapy may stimulate the antitumor immune effect of the host, thereby preventing tumor immune escape.
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Affiliation(s)
- Mao Shang
- Department of Breast Medical Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China.,Department of Oncology, Jinan Central Hospital, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China
| | - Yajing Chi
- Department of Breast Medical Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China
| | - Jianbo Zhang
- Department of Pathology, Shandong Cancer Hospital and Institute, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China
| | - Jin Chang
- Department of Radiation Oncology, The Second Affiliated Hospital of Shandong First Medical University, Taian, China
| | - Hui Yang
- Department of Pathology, The Second Affiliated Hospital of Shandong First Medical University, Taian, China
| | - Sha Yin
- Department of Breast Medical Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China
| | - Qiaorui Tan
- Department of Breast Medical Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China
| | - Xiaochu Man
- Department of Breast Medical Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China
| | - Huihui Li
- Department of Breast Medical Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China
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Wu X, Zhang C, Zhang H. Immune Effective Score as a Predictor of Response to Neoadjuvant Trastuzumab Therapy and a Prognostic Indicator for HER2-Positive Breast Cancer. Curr Oncol 2022; 29:283-293. [PMID: 35049700 PMCID: PMC8775173 DOI: 10.3390/curroncol29010026] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Revised: 12/10/2021] [Accepted: 12/21/2021] [Indexed: 11/16/2022] Open
Abstract
Background: HER2-positive breast cancer (BC) is a highly aggressive phenotype. The role of the host immune features in predictive response to anti-HER2 therapies and prognosis in BC has already been suggested. We aimed to develop a predictive and prognostic model and examine its relevance to the clinical outcomes of patients with HER2-positive BC. Methods: Immune effective score (IES) was constructed using principal component analysis algorithms. A bioinformatic analysis using four independent cohorts (GSE66305, n = 88; GSE130786, n = 110; TCGA, n = 123; METABRIC, n = 236) established associations between IES and clinical outcomes. Results: Genes associated with neoadjuvant trastuzumab therapy response were enriched in pathways related to antitumor immune activities. IES was demonstrated to be a predictive biomarker to neoadjuvant trastuzumab therapy benefits (GSE66305: area under the curve (AUC) = 0.804; GSE130786: AUC = 0.704). In addition, IES was identified as an independent prognostic factor for overall survival (OS) in the TCGA cohort (p = 0.036, hazard ratio (HR): 0.66, 95% confidence interval (CI): 0.449–0.97) and METABRIC cohort (p = 0.037, HR: 0.9, 95% CI: 0.81–0.99). Conclusion: IES has a predictive value for response to neoadjuvant trastuzumab therapy and independent prognostic value for HER2-positive breast cancer.
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Affiliation(s)
- Xueying Wu
- Institute of Molecular Medicine, Peking University, Beijing 100871, China; (X.W.); (C.Z.)
| | - Chenyang Zhang
- Institute of Molecular Medicine, Peking University, Beijing 100871, China; (X.W.); (C.Z.)
| | - Henghui Zhang
- Biomedical Innovation Center, Beijing Shijitan Hospital, School of Oncology, Capital Medical University, Beijing 100038, China
- Correspondence:
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50
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Davey MG, Browne F, Miller N, Lowery AJ, Kerin MJ. OUP accepted manuscript. BJS Open 2022; 6:6580365. [PMID: 35512244 PMCID: PMC9071230 DOI: 10.1093/bjsopen/zrac028] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Revised: 12/02/2021] [Accepted: 01/25/2022] [Indexed: 11/13/2022] Open
Affiliation(s)
- Matthew G. Davey
- Department of Surgery, Galway University Hospitals, Galway, Ireland
- The Lambe Institute for Translational Research, National University of Ireland, Galway, Ireland
- Correspondence to: Matthew G. Davey, Department of Surgery, Galway University Hospitals, Galway H91YR71, Republic of Ireland (e-mail: )
| | - Ferdia Browne
- Department of Surgery, Galway University Hospitals, Galway, Ireland
| | - Nicola Miller
- The Lambe Institute for Translational Research, National University of Ireland, Galway, Ireland
| | - Aoife J. Lowery
- Department of Surgery, Galway University Hospitals, Galway, Ireland
- The Lambe Institute for Translational Research, National University of Ireland, Galway, Ireland
| | - Michael J. Kerin
- Department of Surgery, Galway University Hospitals, Galway, Ireland
- The Lambe Institute for Translational Research, National University of Ireland, Galway, Ireland
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