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Poletes C, Amanirad B, Santiago AT, Yan M, Conrad T, Jerzak KJ, Shultz DB. The incidence of brain metastases in breast cancer according to molecular subtype and stage: a 10-year single institution analysis. J Neurooncol 2024; 169:119-127. [PMID: 38740672 DOI: 10.1007/s11060-024-04707-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Accepted: 05/02/2024] [Indexed: 05/16/2024]
Abstract
BACKGROUND Breast cancer (BC) is the second most common etiology of brain metastases (BrM). We aimed to examine the incidence of BrM among all BC patients presenting to a large tertiary cancer centre over one decade. METHODS We included all BC patients presenting consecutively between 2009 and 2019 and cross referenced that cohort to a radiotherapy database, identifying patients treated for BrM at any time following their initial presentation. Cumulative incidences (CI) of BrM diagnoses were calculated using death as a competing risk and compared using the Fine-Gray method. Overall survival was estimated using the Kaplan Meier method. RESULTS We identified 12,995 unique patients. The CI of BrM in patients who initially presented with Stage 0-4 disease was 2.1%, 3.7%, 9.4%, 10.6%, and 28.7%, respectively at 10 years. For 8,951 patients with available molecular subtype data, 6,470 (72%), 961 (11%), 1,023 (11%), and 497 (6%) had hormone-receptor (HR)-positive/ERBB2-, HR-negative/ERBB2-, HR-positive/ERBB2 + , and HR-negative/ERBB2 + disease, respectively; the CI of BrM in each was 7.6%, 25.3%, 24.1%, and 26.6%, at 10 years following BC diagnosis, respectively. Median overall survival (OS) following BC diagnosis and BrM diagnosis was 28 years 95% CI [25, 32] and 10 months 95% CI [9, 12], respectively. CONCLUSIONS From a large, registry-based study, we observed that patients with ERBB2 + and triple negative BC have the highest incidence of BrM. Our data supports prospective surveillance brain MRI studies. Given advancements in BrM treatment, clinicians should have a low threshold for brain imaging in BC patients with high risk subtypes.
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Affiliation(s)
- Christopher Poletes
- Department of Radiation Oncology, University of Toronto, Toronto, ON, Canada.
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.
- Royal College of Surgeons in Ireland, Dublin, Ireland.
| | - Bardia Amanirad
- Department of Radiation Oncology, University of Toronto, Toronto, ON, Canada
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Anna T Santiago
- Department of Biostatistics, Princess Margaret Cancer Center, University Health Network, University of Toronto, Toronto, Canada
| | - Michael Yan
- Department of Radiation Oncology, University of Toronto, Toronto, ON, Canada
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Tatiana Conrad
- Department of Radiation Oncology, University of Toronto, Toronto, ON, Canada
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Katarzyna J Jerzak
- Sunnybrook Research Institute, University of Toronto, Toronto, ON, Canada
- Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- Department of Medicine, Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, ON, Canada
| | - David B Shultz
- Department of Radiation Oncology, University of Toronto, Toronto, ON, Canada
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
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Basree MM, Li C, Um H, Bui AH, Liu M, Ahmed A, Tiwari P, McMillan AB, Baschnagel AM. Leveraging radiomics and machine learning to differentiate radiation necrosis from recurrence in patients with brain metastases. J Neurooncol 2024; 168:307-316. [PMID: 38689115 DOI: 10.1007/s11060-024-04669-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Accepted: 03/27/2024] [Indexed: 05/02/2024]
Abstract
OBJECTIVE Radiation necrosis (RN) can be difficult to radiographically discern from tumor progression after stereotactic radiosurgery (SRS). The objective of this study was to investigate the utility of radiomics and machine learning (ML) to differentiate RN from recurrence in patients with brain metastases treated with SRS. METHODS Patients with brain metastases treated with SRS who developed either RN or tumor reccurence were retrospectively identified. Image preprocessing and radiomic feature extraction were performed using ANTsPy and PyRadiomics, yielding 105 features from MRI T1-weighted post-contrast (T1c), T2, and fluid-attenuated inversion recovery (FLAIR) images. Univariate analysis assessed significance of individual features. Multivariable analysis employed various classifiers on features identified as most discriminative through feature selection. ML models were evaluated through cross-validation, selecting the best model based on area under the receiver operating characteristic (ROC) curve (AUC). Specificity, sensitivity, and F1 score were computed. RESULTS Sixty-six lesions from 55 patients were identified. On univariate analysis, 27 features from the T1c sequence were statistically significant, while no features were significant from the T2 or FLAIR sequences. For clinical variables, only immunotherapy use after SRS was significant. Multivariable analysis of features from the T1c sequence yielded an AUC of 76.2% (standard deviation [SD] ± 12.7%), with specificity and sensitivity of 75.5% (± 13.4%) and 62.3% (± 19.6%) in differentiating radionecrosis from recurrence. CONCLUSIONS Radiomics with ML may assist the diagnostic ability of distinguishing RN from tumor recurrence after SRS. Further work is needed to validate this in a larger multi-institutional cohort and prospectively evaluate it's utility in patient care.
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Affiliation(s)
- Mustafa M Basree
- Deparment of Human Oncology, University of Wisconsin, Madison, WI, USA
| | - Chengnan Li
- Department of Computer Science, University of Wisconsin, Madison, WI, USA
| | - Hyemin Um
- Department of Radiology, University of Wisconsin, Madison, WI, USA
| | - Anthony H Bui
- School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA
| | - Manlu Liu
- School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA
| | - Azam Ahmed
- Department of Neurological Surgery, University of Wisconsin, Madison, WI, USA
| | - Pallavi Tiwari
- Department of Radiology, University of Wisconsin, Madison, WI, USA
| | - Alan B McMillan
- Department of Radiology, University of Wisconsin, Madison, WI, USA.
- Department of Biomedical Engineering, College of Engineering, University of Wisconsin, Madison, WI, USA.
- Department of Medical Physics, University of Wisconsin, Madison, WI, USA.
| | - Andrew M Baschnagel
- School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA.
- University of Wisconsin Carbone Cancer Center, University of Wisconsin, Madison, WI, USA.
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Hunt AL, Khan I, Wu AML, Makohon-Moore SC, Hood BL, Conrads KA, Abulez T, Ogata J, Mitchell D, Gist G, Oliver J, Wei D, Chung MA, Rahman S, Bateman NW, Zhang W, Conrads TP, Steeg PS. The murine metastatic microenvironment of experimental brain metastases of breast cancer differs by host age in vivo: a proteomic study. Clin Exp Metastasis 2024; 41:229-249. [PMID: 37917186 DOI: 10.1007/s10585-023-10233-7] [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: 05/25/2023] [Accepted: 09/07/2023] [Indexed: 11/04/2023]
Abstract
Breast cancer in young patients is known to exhibit more aggressive biological behavior and is associated with a less favorable prognosis than the same disease in older patients, owing in part to an increased incidence of brain metastases. The mechanistic explanations behind these findings remain poorly understood. We recently reported that young mice, in comparison to older mice, developed significantly greater brain metastases in four mouse models of triple-negative and luminal B breast cancer. Here we have performed a quantitative mass spectrometry-based proteomic analysis to identify proteins potentially contributing to age-related disparities in the development of breast cancer brain metastases. Using a mouse hematogenous model of brain-tropic triple-negative breast cancer (MDA-MB-231BR), we harvested subpopulations of tumor metastases, the tumor-adjacent metastatic microenvironment, and uninvolved brain tissues via laser microdissection followed by quantitative proteomic analysis using high resolution mass spectrometry to characterize differentially abundant proteins potentially contributing to age-dependent rates of brain metastasis. Pathway analysis revealed significant alterations in signaling pathways, particularly in the metastatic microenvironment, modulating tumorigenesis, metabolic processes, inflammation, and neuronal signaling. Tenascin C (TNC) was significantly elevated in all laser microdissection (LMD) enriched compartments harvested from young mice relative to older hosts, which was validated and confirmed by immunoblot analysis of whole brain lysates. Additional in vitro studies including migration and wound-healing assays demonstrated TNC as a positive regulator of tumor cell migration. These results provide important new insights regarding microenvironmental factors, including TNC, as mechanisms contributing to the increased brain cancer metastatic phenotype observed in young breast cancer patients.
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Affiliation(s)
- Allison L Hunt
- Women's Health Integrated Research Center, Inova Women's Service Line, Inova Health System, 3289 Woodburn Rd, Annandale, VA, 22042, USA
- Gynecologic Cancer Center of Excellence and the Women's Health Integrated Research Center, Department of Gynecologic Surgery and Obstetrics, Uniformed Services University and Walter Reed National Military Medical Center, 8901 Wisconsin Avenue, Bethesda, MD, 20889, USA
| | - Imran Khan
- Women's Malignancies Branch, Center for Cancer Research, National Cancer Institute, Building 37, Room 1126, Bethesda, MD, 20892, USA
| | - Alex M L Wu
- Women's Malignancies Branch, Center for Cancer Research, National Cancer Institute, Building 37, Room 1126, Bethesda, MD, 20892, USA
- Zymeworks Inc, Vancouver, BC, V5T 1G4, Canada
| | - Sasha C Makohon-Moore
- Gynecologic Cancer Center of Excellence and the Women's Health Integrated Research Center, Department of Gynecologic Surgery and Obstetrics, Uniformed Services University and Walter Reed National Military Medical Center, 8901 Wisconsin Avenue, Bethesda, MD, 20889, USA
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, 6720A Rockledge Drive, Suite 100, Bethesda, MD, 20817, USA
| | - Brian L Hood
- Gynecologic Cancer Center of Excellence and the Women's Health Integrated Research Center, Department of Gynecologic Surgery and Obstetrics, Uniformed Services University and Walter Reed National Military Medical Center, 8901 Wisconsin Avenue, Bethesda, MD, 20889, USA
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, 6720A Rockledge Drive, Suite 100, Bethesda, MD, 20817, USA
| | - Kelly A Conrads
- Gynecologic Cancer Center of Excellence and the Women's Health Integrated Research Center, Department of Gynecologic Surgery and Obstetrics, Uniformed Services University and Walter Reed National Military Medical Center, 8901 Wisconsin Avenue, Bethesda, MD, 20889, USA
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, 6720A Rockledge Drive, Suite 100, Bethesda, MD, 20817, USA
| | - Tamara Abulez
- Gynecologic Cancer Center of Excellence and the Women's Health Integrated Research Center, Department of Gynecologic Surgery and Obstetrics, Uniformed Services University and Walter Reed National Military Medical Center, 8901 Wisconsin Avenue, Bethesda, MD, 20889, USA
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, 6720A Rockledge Drive, Suite 100, Bethesda, MD, 20817, USA
| | - Jonathan Ogata
- Gynecologic Cancer Center of Excellence and the Women's Health Integrated Research Center, Department of Gynecologic Surgery and Obstetrics, Uniformed Services University and Walter Reed National Military Medical Center, 8901 Wisconsin Avenue, Bethesda, MD, 20889, USA
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, 6720A Rockledge Drive, Suite 100, Bethesda, MD, 20817, USA
| | - Dave Mitchell
- Gynecologic Cancer Center of Excellence and the Women's Health Integrated Research Center, Department of Gynecologic Surgery and Obstetrics, Uniformed Services University and Walter Reed National Military Medical Center, 8901 Wisconsin Avenue, Bethesda, MD, 20889, USA
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, 6720A Rockledge Drive, Suite 100, Bethesda, MD, 20817, USA
| | - Glenn Gist
- Gynecologic Cancer Center of Excellence and the Women's Health Integrated Research Center, Department of Gynecologic Surgery and Obstetrics, Uniformed Services University and Walter Reed National Military Medical Center, 8901 Wisconsin Avenue, Bethesda, MD, 20889, USA
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, 6720A Rockledge Drive, Suite 100, Bethesda, MD, 20817, USA
| | - Julie Oliver
- Gynecologic Cancer Center of Excellence and the Women's Health Integrated Research Center, Department of Gynecologic Surgery and Obstetrics, Uniformed Services University and Walter Reed National Military Medical Center, 8901 Wisconsin Avenue, Bethesda, MD, 20889, USA
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, 6720A Rockledge Drive, Suite 100, Bethesda, MD, 20817, USA
| | - Debbie Wei
- Women's Malignancies Branch, Center for Cancer Research, National Cancer Institute, Building 37, Room 1126, Bethesda, MD, 20892, USA
| | - Monika A Chung
- Women's Malignancies Branch, Center for Cancer Research, National Cancer Institute, Building 37, Room 1126, Bethesda, MD, 20892, USA
- Rutgers New Jersey Medical School, 185 S Orange Ave, Newark, NJ, 07103, USA
| | - Samiur Rahman
- Women's Malignancies Branch, Center for Cancer Research, National Cancer Institute, Building 37, Room 1126, Bethesda, MD, 20892, USA
| | - Nicholas W Bateman
- Gynecologic Cancer Center of Excellence and the Women's Health Integrated Research Center, Department of Gynecologic Surgery and Obstetrics, Uniformed Services University and Walter Reed National Military Medical Center, 8901 Wisconsin Avenue, Bethesda, MD, 20889, USA
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, 6720A Rockledge Drive, Suite 100, Bethesda, MD, 20817, USA
- Department of Surgery, The John P. Murtha Cancer Center Research Program, Uniformed Services University, 8901 Wisconsin Avenue, Bethesda, MD, 20889, USA
| | - Wei Zhang
- Women's Malignancies Branch, Center for Cancer Research, National Cancer Institute, Building 37, Room 1126, Bethesda, MD, 20892, USA
| | - Thomas P Conrads
- Women's Health Integrated Research Center, Inova Women's Service Line, Inova Health System, 3289 Woodburn Rd, Annandale, VA, 22042, USA.
- Gynecologic Cancer Center of Excellence and the Women's Health Integrated Research Center, Department of Gynecologic Surgery and Obstetrics, Uniformed Services University and Walter Reed National Military Medical Center, 8901 Wisconsin Avenue, Bethesda, MD, 20889, USA.
- Department of Surgery, The John P. Murtha Cancer Center Research Program, Uniformed Services University, 8901 Wisconsin Avenue, Bethesda, MD, 20889, USA.
| | - Patricia S Steeg
- Women's Malignancies Branch, Center for Cancer Research, National Cancer Institute, Building 37, Room 1126, Bethesda, MD, 20892, USA.
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Chehade R, Nofech-Mozes S, Plotkin A, Fan KY, Das S, Sahgal A, Moravan V, Jerzak KJ. Human Epidermal Growth Factor Receptor 2-Low Breast Cancer Brain Metastases: An Opportunity for Targeted Systemic Therapies in a High-Need Patient Population. JCO Precis Oncol 2024; 8:e2300487. [PMID: 38547418 PMCID: PMC10994430 DOI: 10.1200/po.23.00487] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Revised: 01/02/2024] [Accepted: 01/23/2024] [Indexed: 04/02/2024] Open
Abstract
PURPOSE Trastuzumab deruxtecan is a new treatment option for patients with advanced human epidermal growth factor receptor 2 (HER2)-low breast cancer (BC). Although HER2-low status has been characterized in early and advanced BC, it has yet to be fully characterized in brain metastases (BrM). METHODS Patients who underwent surgery for BC BrM at Sunnybrook Health Sciences Centre and for whom HER2 status was available on resected BrM were studied. Estrogen receptor, progesterone receptor, and HER2 status were assessed on the basis of ASCO/College of American Pathologists (CAP) guidelines. HER2-zero was defined as immunohistochemistry (IHC) 0; HER2-low was defined as IHC 1+ or IHC 2+ with fluorescence in situ hybridization (FISH)-negative status. HER2-positive (HER2+) was defined as IHC 3+ or IHC 2+ with positive FISH. Clinicopathologic features were recorded. We also assessed the prognostic association between extent of HER2 expression and (1) brain-specific progression-free survival (bsPFS), as well as (2) overall survival (OS). RESULTS In this retrospective cohort of 102 patients with resected BC BrM, 53% (n = 54) were HER2+, 29.4% (n = 30) were HER2-low, and 17.6% (n = 18) had HER2-zero status. Among BrM that were triple-negative on the basis of ASCO/CAP guidelines, 63.6% (n = 14/22) were reclassified as being HER2-low. Sixty percent (n = 15/25) of BrM that were hormone receptor-positive/HER2-negative (HR+/HER2-) were reclassified as being HER2-low. In total, 51 patients had matched primary breast and BrM tissue available; results of HER2 status when categorized as HER2-zero, HER2-low, and HER2+ were concordant in 82.3% (n = 42/51) of cases (Cohen's kappa, 0.58; P = .07). There was no significant association between HER2-zero, HER2-low, and HER2+ status in BrM and either bsPFS or OS. CONCLUSION Among patients with surgically resected BrM, a high proportion of those with metastatic triple-negative BC and HR+/HER2- disease have HER2-low BrM with potential to benefit from HER2-targeted therapy.
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Affiliation(s)
- Rania Chehade
- Faculty of Medicine, Institute of Medical Sciences, University of Toronto, Toronto, ON, Canada
- Division of Medical Oncology, Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, ON, Canada
| | - Sharon Nofech-Mozes
- Precision Diagnostics and Therapeutics Program Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Anna Plotkin
- Precision Diagnostics and Therapeutics Program Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Kevin Yijun Fan
- Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Sunit Das
- Faculty of Medicine, Institute of Medical Sciences, University of Toronto, Toronto, ON, Canada
- Division of Neurosurgery, St Michael's Hospital, Toronto, ON, Canada
| | - Arjun Sahgal
- Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
- Department of Radiation Oncology, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | | | - Katarzyna Joanna Jerzak
- Faculty of Medicine, Institute of Medical Sciences, University of Toronto, Toronto, ON, Canada
- Division of Medical Oncology, Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, ON, Canada
- Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
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Kojundzic I, Chehade R, Gonzalez CAC, Fritz J, Moravan V, Sahgal A, Warner E, Das S, Jerzak KJ. Brain Metastases in the Setting of Stable Versus Progressing Extracranial Disease Among Patients With Metastatic Breast Cancer. Clin Breast Cancer 2024; 24:156-161. [PMID: 38135543 DOI: 10.1016/j.clbc.2023.11.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 10/18/2023] [Accepted: 11/20/2023] [Indexed: 12/24/2023]
Abstract
INTRODUCTION Women with metastatic breast cancer (BC) are at risk of developing brain metastases (BrM), which may result in significant morbidity and mortality. Given the emergence of systemic therapies with activity in the brain, more breast oncology clinical trials include patients with BrM, but most require extracranial disease progression for trial participation. METHODS We evaluated the proportion of patients with BC BrM who have intracranial disease progression in the setting of stable extracranial disease in a retrospective cohort study of 751 patients treated between 2008 and 2018 at the Sunnybrook Odette Cancer. Extracranial disease progression was defined as any progression outside of the brain within 4 weeks of a patient's local/regional treatment. Clinical/pathologic characteristics and outcomes were also abstracted from patients' medical records. RESULTS Of 752 patients in the cohort, 691 were included in our study. Sixty-one patients were excluded due to the presence of a second primary tumor or uncertain tissue origin of the BrM. BC subtype based on the primary tumor was known for 592 (85.6%) patients; 33.1% (n = 196) had HER2+ disease, 40% (n = 237) had HR+/HER2- disease, and 26.9% (n = 159) had triple negative BC. Extracranial disease status was available for 677 patients (98%); 41.1% (n = 284/691) had stable extracranial disease and 56.8% (n = 393/691) had extracranial disease progression within 4 weeks of treatment for BrM. DISCUSSION A high proportion of patients with BC BrM (41.1%) would be excluded from clinical trials due to stable extracranial disease. Efforts should be made to design trials for this patient population.
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Affiliation(s)
- Isabella Kojundzic
- Sunnybrook Research Institute, University of Toronto, Toronto, Ontario, Canada
| | - Rania Chehade
- Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada; Department of Medicine, Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - Carlos A Carmona Gonzalez
- Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada; Department of Medicine, Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - Jamie Fritz
- Sunnybrook Research Institute, University of Toronto, Toronto, Ontario, Canada
| | | | - Arjun Sahgal
- Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Department of Radiation Oncology, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Ellen Warner
- Sunnybrook Research Institute, University of Toronto, Toronto, Ontario, Canada; Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada; Department of Medicine, Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - Sunit Das
- Division of Neurosurgery, St. Michael's Hospital, Toronto, Ontario, Canada
| | - Katarzyna J Jerzak
- Sunnybrook Research Institute, University of Toronto, Toronto, Ontario, Canada; Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada; Department of Medicine, Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada.
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Id Said B, Soliman H, Moravan V, Myrehaug S, Tseng CL, Detsky J, Sahgal A, Warner E, Jerzak KJ. Patterns of treatment and outcomes of patients with brain-only metastatic breast cancer. J Neurooncol 2023; 164:437-445. [PMID: 37634217 DOI: 10.1007/s11060-023-04421-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Accepted: 08/09/2023] [Indexed: 08/29/2023]
Abstract
BACKGROUND We characterized the risk factors and survival of metastatic breast cancer (MBC) patients with brain metastases (BrM) as the first and only site of disease in a large, retrospective cohort. METHODS MBC patients treated for BrM with radiation at a quaternary institution between 2005 and 2019 were identified. MBC patients with BrM but without concurrent extracranial metastases (ECM) or leptomeningeal disease (LMD) were classified as brain-only. Factors associated with brain-only MBC, brain-specific progression free survival (bsPFS) and overall survival (OS) were investigated. RESULTS A total of 691 patients with MBC and BrM were analyzed. Among them, 67 patients (9.7%, n = 67/691) presented with brain-only MBC without concurrent ECM/LMD. Within this subgroup, 40 patients (5.8%, n = 40/691) remained free of any ECM or LMD, while 17 patients (2.5%) developed LMD, and 10 patients (1.4%%) developed ECM with a median follow-up of 8 months (IQR 2-35). Patients with brain-only MBC were more likely to have a single BrM [OR 3.41 (1.62-7.19), p = 0.001] and either HER2+ [OR 3.3 (1.13-9.65), p = 0.03] or TNBC [OR 4.09 (1.42-11.74), p = 0.009] subtypes. Patients who presented with brain-only MBC also had significantly longer OS [HR 0.45, (0.22-0.86), p = 0.008] and a trend toward longer bsPFS [HR 0.67 (0.44-1.03), p = 0.05] compared to those with concurrent ECM/LMD. CONCLUSION Patients with brain-only MBC had a longer bsPFS and OS than those with ECM. Patients with HER2+ and TNBC were more likely to have brain-only disease compared to those with HR+/HER2- MBC.
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Affiliation(s)
- Badr Id Said
- Department of Radiation Oncology, Odette Cancer Centre, Sunnybrook Health Science Centre, Toronto, ON, Canada
| | - Hany Soliman
- Department of Radiation Oncology, Odette Cancer Centre, Sunnybrook Health Science Centre, Toronto, ON, Canada
| | | | - Sten Myrehaug
- Department of Radiation Oncology, Odette Cancer Centre, Sunnybrook Health Science Centre, Toronto, ON, Canada
| | - Chia-Lin Tseng
- Department of Radiation Oncology, Odette Cancer Centre, Sunnybrook Health Science Centre, Toronto, ON, Canada
| | - Jay Detsky
- Department of Radiation Oncology, Odette Cancer Centre, Sunnybrook Health Science Centre, Toronto, ON, Canada
| | - Arjun Sahgal
- Department of Radiation Oncology, Odette Cancer Centre, Sunnybrook Health Science Centre, Toronto, ON, Canada
| | - Ellen Warner
- Sunnybrook Research Institute, University of Toronto, Toronto, ON, Canada
| | - Katarzyna J Jerzak
- Sunnybrook Research Institute, University of Toronto, Toronto, ON, Canada.
- Department of Medicine, Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, ON, Canada.
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Galve-Calvo E, Alonso-Babarro A, Martínez-García M, Pi-Figueras M, Villalba G, Alonso S, Contreras J. Narrative Review of Multidisciplinary Management of Central Nervous Involvement in Patients with HER2-Positive Metastatic Breast Cancer: Focus on Elderly Patients. Adv Ther 2023; 40:3304-3331. [PMID: 37291377 DOI: 10.1007/s12325-023-02538-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/28/2023] [Indexed: 06/10/2023]
Abstract
The tumor biology of human epidermal growth factor receptor 2 (HER2)-positive breast cancer (BC) promotes the development of central nervous system (CNS) metastases, with 25% of patients with HER2-positive BC developing CNS metastases. Furthermore, the incidence of HER2-positive BC brain metastases has increased in the last decades, likely because of the improved survival with targeted therapies and better detection methods. Brain metastases are detrimental to quality of life and survival and represent a challenging clinical problem, particularly in elderly women, who comprise a substantial proportion of patients diagnosed with BC and often have comorbidities or an age-related decline in organ function. Treatment options for patients with BC brain metastases include surgical resection, whole-brain radiation therapy, stereotactic radiosurgery, chemotherapy, and targeted agents. Ideally, local and systemic treatment decisions should be made by a multidisciplinary team, with input from several specialties, based on an individualized prognostic classification. In elderly patients with BC, additional age-associated conditions, such as geriatric syndromes or comorbidities, and the physiologic changes associated with aging, may impact their ability to tolerate cancer therapy and should be considered in the treatment decision-making process. This review describes the treatment options for elderly patients with HER2-positive BC and brain metastases, focusing on the importance of multidisciplinary management, the different points of view from the distinct disciplines, and the role of oncogeriatric and palliative care in this vulnerable patient group.
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Affiliation(s)
- Elena Galve-Calvo
- Medical Oncology Service, Hospital Universitario Basurto (OSI Bilbao-Basurto), Avda. Montevideo 18, 48013, Bilbao, Bisczy, Spain.
| | | | | | | | | | | | - Jorge Contreras
- Radiation Oncology Department, Hospital Carlos Haya, Málaga, Spain
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8
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Thorne H, Devereux L, Li J, Alsop K, Christie L, van Geelen CT, Burdett N, Pishas KI, Woodford N, Leditschke J, Izzath MHMA, Strachan K, Young G, Jaravaza RD, Madadin MS, Archer M, Glengarry J, Iles L, Rathnaweera A, Hampson C, Almazrooei K, Burke M, Bandara P, Ranson D, Saeedi E, McNally O, Mileshkin L, Hamilton A, Ananda S, Au-Yeung G, Antill Y, Sandhu S, Savas P, Francis PA, Luen S, Loi S, Jennens R, Scott C, Moodie K, Cummings M, Reid A, McCart Reed A, Bowtell D, Lakhani SR, Fox S. BRCA1 and BRCA2 carriers with breast, ovarian and prostate cancer demonstrate a different pattern of metastatic disease compared with non-carriers: results from a rapid autopsy programme. Histopathology 2023; 83:91-103. [PMID: 36999648 DOI: 10.1111/his.14906] [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: 11/24/2022] [Revised: 01/31/2023] [Accepted: 02/26/2023] [Indexed: 04/01/2023]
Abstract
AIM To catalogue and compare the pattern of metastatic disease in germline BRCA1/2 pathogenic mutation carriers and non-carriers with breast, ovarian and prostate cancer from a rapid autopsy programme. METHODS AND RESULTS The number of metastases in the major body systems and the proportion of participants with metastases were documented in 50 participants (19 germline mutation carriers). Analysis was conducted on the participants' pattern of disease for the different cancers and mutation subgroups. The four commonly affected organ systems were the digestive (liver only) (82%), respiratory (76%), gastrointestinal (65%) and reticuloendothelial (42%). There were significant differences in the pattern of metastatic breast cancer in BRCA1/2 germline carriers compared with non-carriers. Breast cancer carriers had significantly fewer organ systems involved (median n = 3, range = 1-3) compared with non-carriers (median n = 9, range = 1-7) (P = 0.03). BRCA1/2 carriers with ovarian carcinomas had significantly more organ systems with metastatic carcinoma (median n = 10, range = 3-8) than non-carriers (median n = 5, range = 3-5) (P < 0.001). There were no significant differences in the number of involved systems in BRCA2 carriers compared with non-carriers with prostate cancer (P = 1.0). There was an absence of locoregional disease (6.5%) compared with distant disease (93.5%) among the three cancer subtypes (P < 0.001). The majority of metastatic deposits (97%) collected during the autopsy were identified by recent diagnostic imaging. CONCLUSION Even though a major limitation of this study is that our numbers are small, especially in the breast cancer carrier group, the metastatic patterns of breast and ovarian cancers may be impacted by BRCA1/2 carrier status, suggesting that tumours derived from patients with these mutations use different mechanisms of dissemination. The findings may focus clinical diagnostic imaging for monitoring metastases where whole-body imaging resources are scant.
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Affiliation(s)
- Heather Thorne
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Lisa Devereux
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Jason Li
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Kathryn Alsop
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Liz Christie
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Courtney T van Geelen
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Nikki Burdett
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Kathleen I Pishas
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Noel Woodford
- The Victorian Institute of Forensic Medicine, Southbank, Australia
- Department of Forensic Medicine, Monash University, Clayton, Australia
| | - Jodie Leditschke
- The Victorian Institute of Forensic Medicine, Southbank, Australia
| | | | - Kate Strachan
- The Victorian Institute of Forensic Medicine, Southbank, Australia
| | - Gregory Young
- The Victorian Institute of Forensic Medicine, Southbank, Australia
| | - Rufaro D Jaravaza
- The Victorian Institute of Forensic Medicine, Southbank, Australia
- National Health Laboratory Service, Tygerberg Hospital, Cape Town, South Africa
- Division of Anatomical Pathology, Stellenbosch University, Stellenbosch, South Africa
| | - Mohammed S Madadin
- The Victorian Institute of Forensic Medicine, Southbank, Australia
- Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Melanie Archer
- The Victorian Institute of Forensic Medicine, Southbank, Australia
| | - Joanna Glengarry
- The Victorian Institute of Forensic Medicine, Southbank, Australia
| | - Linda Iles
- The Victorian Institute of Forensic Medicine, Southbank, Australia
| | | | - Clare Hampson
- The Victorian Institute of Forensic Medicine, Southbank, Australia
| | | | - Michael Burke
- The Victorian Institute of Forensic Medicine, Southbank, Australia
| | - Pradeep Bandara
- The Victorian Institute of Forensic Medicine, Southbank, Australia
- Base Hospital Dambulla, Dambulla, Sri Lanka
- Base Hospital Puttlam, Puttlam, Sri Lanka
| | - David Ranson
- The Victorian Institute of Forensic Medicine, Southbank, Australia
| | - Essa Saeedi
- The Victorian Institute of Forensic Medicine, Southbank, Australia
- Abu Dhabi Police, Abu Dhabi, United Arab Emirates
| | - Orla McNally
- The Royal Women's Hospital, Parkville, Australia
- The University of Melbourne, Parkville, Australia
| | - Linda Mileshkin
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Anne Hamilton
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Sumitra Ananda
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - George Au-Yeung
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Yoland Antill
- Department of Medical Oncology, Cabrini Health, Malvern, Australia
- Department of Medical Oncology, Peninsula Health, Melbourne, Australia
- Faculty of Medicine, Nursing and Health Sciences, Monash University, Clayton, Australia
| | - Shahneen Sandhu
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Peter Savas
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Prudence A Francis
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Stephen Luen
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Sherene Loi
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Ross Jennens
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Clare Scott
- The University of Melbourne, Parkville, Australia
- The Walter and Eliza Hall Institute, Parkville, Australia
| | - Kate Moodie
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
- Cancer Imaging Department, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Margaret Cummings
- Pathology Queensland, Royal Brisbane and Women's Hospital, Brisbane, Australia
| | - Andrew Reid
- Pathology Queensland, Royal Brisbane and Women's Hospital, Brisbane, Australia
- State-Wide Forensic Medical Services, Hobart, Tasmania, Australia
- School of Medicine, University of Tasmania, Hobart, Tasmania, Australia
- University of Queensland, Brisbane, Australia
| | - Amy McCart Reed
- Pathology Queensland, Royal Brisbane and Women's Hospital, Brisbane, Australia
- Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - David Bowtell
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Sunil R Lakhani
- Pathology Queensland, Royal Brisbane and Women's Hospital, Brisbane, Australia
- Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - Stephen Fox
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Australia
- Research Department, Peter MacCallum Cancer Centre, Melbourne, Australia
- Pathology Department, Peter MacCallum Cancer Centre, Melbourne, Australia
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9
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Guo F, Ma J, Li C, Liu S, Wu W, Li C, Wang J, Wang J, Li Z, Zhai J, Sun F, Zhou Y, Guo C, Qian H, Xu B. PRR15 deficiency facilitates malignant progression by mediating PI3K/Akt signaling and predicts clinical prognosis in triple-negative rather than non-triple-negative breast cancer. Cell Death Dis 2023; 14:272. [PMID: 37072408 PMCID: PMC10113191 DOI: 10.1038/s41419-023-05746-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Revised: 03/08/2023] [Accepted: 03/16/2023] [Indexed: 04/20/2023]
Abstract
Triple-negative breast cancer (TNBC) is the most aggressive subtype of breast neoplasms with a higher risk of recurrence and metastasis than non-TNBC. Nevertheless, the factors responsible for the differences in the malignant behavior between TNBC and non-TNBC are not fully explored. Proline rich 15 (PRR15) is a protein involved in the progression of several tumor types, but its mechanisms are still controversial. Therefore, this study aimed to investigate the biological role and clinical applications of PRR15 on TNBC. PRR15 gene was differentially expressed between TNBC and non-TNBC patients, previously described as an oncogenic factor in breast cancer. However, our results showed a decreased expression of PRR15 that portended a favorable prognosis in TNBC rather than non-TNBC. PRR15 knockdown facilitated the proliferation, migration, and invasive ability of TNBC cells in vitro and in vivo, which was abolished by PRR15 restoration, without remarkable effects on non-TNBC. High-throughput drug sensitivity revealed that PI3K/Akt signaling was involved in the aggressive properties of PRR15 silencing, which was confirmed by the PI3K/Akt signaling activation in the tumors of PRR15Low patients, and PI3K inhibitor reversed the metastatic capacity of TNBC in mice. The reduced PRR15 expression in TNBC patients was positively correlated with more aggressive clinicopathological characteristics, enhanced metastasis, and poor disease-free survival. Collectively, PRR15 down-regulation promotes malignant progression through the PI3K/Akt signaling in TNBC rather than in non-TNBC, affects the response of TNBC cells to antitumor agents, and is a promising indicator of disease outcomes in TNBC.
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Affiliation(s)
- Fengzhu Guo
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
- State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Jialu Ma
- Department of Urology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
- Graduate School, Hebei Medical University, Shijiazhuang, 050000, Hebei Province, China
| | - Cong Li
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Shuning Liu
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Weizheng Wu
- Department of General Surgery, Affiliated Hospital of Zunyi Medical University, Zunyi, Guizhou, 563000, China
| | - Chunxiao Li
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
- State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Jiani Wang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Jinsong Wang
- State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Zhijun Li
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Jingtong Zhai
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
- State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Fangzhou Sun
- State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Yantong Zhou
- State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Changyuan Guo
- Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
| | - Haili Qian
- State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
| | - Binghe Xu
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
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