1
|
Lin Q, Guan Q, Chen D, Li L, Lin Y. Peritoneal cytology predicting distant metastasis in uterine carcinosarcoma: machine learning model development and validation. World J Surg Oncol 2025; 23:167. [PMID: 40287676 PMCID: PMC12034135 DOI: 10.1186/s12957-025-03771-9] [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: 12/29/2024] [Accepted: 03/23/2025] [Indexed: 04/29/2025] Open
Abstract
OBJECTIVE This study develops and validates a machine learning model using peritoneal cytology to predict distant metastasis in uterine carcinosarcoma, aiding clinical decision-making. METHODS This study utilized detailed clinical data and peritoneal cytology findings from uterine carcinosarcoma patients in the SEER database. Eight machine learning algorithms-Logistic Regression, SVM, GBM, Neural Network, RandomForest, KNN, AdaBoost, and LightGBM-were applied to predict distant metastasis. Model performance was assessed using AUC, calibration curves, DCA, confusion matrices, sensitivity, and specificity. The Logistic Regression model was visualized with a nomogram, and its results were analyzed. SHAP values were used to interpret the best-performing machine learning model. RESULTS Peritoneal cytology, T stage, age, and tumor size were key factors influencing distant metastasis in uterine carcinosarcoma patients. Peritoneal cytology had significant weight in the prediction models. The logistic regression model demonstrated excellent predictive performance with an AUC of 0.882 in the training set and 0.881 in the internal test set. The model was visualized and interpreted using a nomogram. In comprehensive evaluations, GBM was identified as the best-performing model and was explained using SHAP values. Additionally, calibration and DCA curves indicated that both models have significant potential clinical utility. CONCLUSION This study introduces the first effective tool for predicting distant metastasis in uterine carcinosarcoma patients by integrating peritoneal cytology features into model construction. It aids in early identification of high-risk patients, enhancing follow-up and monitoring during tumor development, and supports the optimization of personalized treatment strategies.
Collapse
Affiliation(s)
- Qiaoming Lin
- Department of Gynecology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, N0.420 Fuma Road, Fuzhou, Fujian, 350014, China
- Fujian Medical University, Fuzhou, Fujian, 350122, China
| | - Qi Guan
- Department of Gynecology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, N0.420 Fuma Road, Fuzhou, Fujian, 350014, China
- Fujian Medical University, Fuzhou, Fujian, 350122, China
| | - Danru Chen
- Department of Gynecology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, N0.420 Fuma Road, Fuzhou, Fujian, 350014, China
- Fujian Medical University, Fuzhou, Fujian, 350122, China
| | - Lilan Li
- Department of Gynecology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, N0.420 Fuma Road, Fuzhou, Fujian, 350014, China
- Fujian Medical University, Fuzhou, Fujian, 350122, China
| | - Yibin Lin
- Department of Gynecology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, N0.420 Fuma Road, Fuzhou, Fujian, 350014, China.
- Fujian Medical University, Fuzhou, Fujian, 350122, China.
| |
Collapse
|
2
|
Xu Y, Cai Q, Li J, Guo W, Chen L, Chen M, Lin Y, Wang Y, Cai W, Qiu Y, He P, Liu S, Wang C, Fu F. Frequency of somatic and germline variants of predisposition genes in young Chinese women with breast cancer. Breast Cancer Res Treat 2025; 210:635-644. [PMID: 39755988 DOI: 10.1007/s10549-024-07602-5] [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: 08/19/2024] [Accepted: 12/26/2024] [Indexed: 01/07/2025]
Abstract
PURPOSE Age stratification influences the clinicopathological features and survival outcomes of breast cancer. We aimed to understand the effect of age on gene variants in young Chinese women with breast cancer compared with those from The Cancer Genome Atlas (TCGA). METHODS Enrolled patients ≤ 40 years old (N = 370) underwent germline or somatic genetic testing using a 32-gene hereditary cancer panel at Fujian Union Hospital. Significant alterations of germline and somatic genes were analyzed. The frequency of somatic variants was compared between enrolled patients and patients from TCGA who were divided into two groups (≤ 40 years and > 40 years). RESULTS Among the enrolled patients (median age 36; range 25-40), 335 underwent germline genetic testing and 174 underwent simultaneous somatic genetic testing. We detected 44 germline pathogenic/likely pathogenic variants in 42 (12.5%) patients, where BRCA1/2 was the most common gene (29.8.5%). Family history of first-degree relatives was significantly associated with pathogenic variants (p < 0.001). Somatic Tier I/II mutation frequency was like that of patients ≤ 40 from TCGA (N = 97). More PIK3CA and TP53 mutations in luminal A and basal-like tumors, respectively, were detected in young patients than in patients > 40 from TCGA (N = 975). No significant differences were observed in other breast cancer subtypes. CONCLUSION These results provide a spectrum of genomic alterations in young Chinese women and highlight different frequencies of gene variants in young Asian patients versus Western patients with breast cancer. Further research should explore the biological mechanism to provide more treatment strategies for young Asian women.
Collapse
Affiliation(s)
- Yuchun Xu
- Department of Thyroid and Breast Surgery, Affiliated Nanping First Hospital of Fujian Medical University, Nanping, 353000, Fujian, China
| | - Qindong Cai
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, 350001, Fujian, China
| | - Jing Li
- Department of Breast Surgery, Zhongshan Hospital Xiamen University, School of Medicine, Xiamen University, Xiamen, 361001, Fujian, China
| | - Wenhui Guo
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, 350001, Fujian, China
| | - Lili Chen
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, 350001, Fujian, China
| | - Minyan Chen
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, 350001, Fujian, China
| | - Yuxiang Lin
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, 350001, Fujian, China
| | - Yali Wang
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, 350001, Fujian, China
| | - Weifeng Cai
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, 350001, Fujian, China
| | - Yibin Qiu
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, 350001, Fujian, China
| | - Peng He
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, 350001, Fujian, China
| | - Shunyi Liu
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, 350001, Fujian, China
| | - Chuan Wang
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China.
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China.
- Breast Cancer Institute, Fujian Medical University, Fuzhou, 350001, Fujian, China.
| | - Fangmeng Fu
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China.
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China.
- Breast Cancer Institute, Fujian Medical University, Fuzhou, 350001, Fujian, China.
| |
Collapse
|
3
|
Yoon KA, Kim Y, Jung SY, Ryu JS, Kim KH, Lee EG, Chae H, Kwon Y, Kim J, Park JB, Kong SY. Proteogenomic analysis dissects early-onset breast cancer patients with prognostic relevance. Exp Mol Med 2024; 56:2382-2394. [PMID: 39482530 PMCID: PMC11612404 DOI: 10.1038/s12276-024-01332-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Revised: 07/05/2024] [Accepted: 07/29/2024] [Indexed: 11/03/2024] Open
Abstract
Early-onset breast cancer is known for its aggressive clinical characteristics and high prevalence in East Asian countries, but a comprehensive understanding of its molecular features is still lacking. In this study, we conducted a proteogenomic analysis of 126 treatment-naïve primary tumor tissues obtained from Korean patients with young breast cancer (YBC) aged ≤40 years. By integrating genomic, transcriptomic, and proteomic data, we identified five distinct functional subgroups that accurately represented the clinical characteristics and biological behaviors of patients with YBC. Our integrated approach could be used to determine the proteogenomic status of HER2, enhancing its clinical significance and prognostic value. Furthermore, we present a proteome-based homologous recombination deficiency (HRD) analysis that has the potential to overcome the limitations of conventional genomic HRD tests, facilitating the identification of new patient groups requiring targeted HR deficiency treatments. Additionally, we demonstrated that protein-RNA correlations can be used to predict the late recurrence of hormone receptor-positive breast cancer. Within each molecular subtype of breast cancer, we identified functionally significant protein groups whose differential abundance was closely correlated with the clinical progression of breast cancer. Furthermore, we derived a recurrence predictive index capable of predicting late recurrence, specifically in luminal subtypes, which plays a crucial role in guiding decisions on treatment durations for YBC patients. These findings improve the stratification and clinical implications for patients with YBC by contributing to the optimal adjuvant treatment and duration for favorable clinical outcomes.
Collapse
Affiliation(s)
- Kyong-Ah Yoon
- Department of Biochemistry, College of Veterinary Medicine, Konkuk University, Seoul, Korea
| | - Youngwook Kim
- Department of Cancer Biomedical Science, Graduate School of Cancer Science and Policy, National Cancer Center, Goyang, Korea
| | - So-Youn Jung
- Department of Cancer Biomedical Science, Graduate School of Cancer Science and Policy, National Cancer Center, Goyang, Korea
- Center for Breast Cancer, National Cancer Center, Goyang, Korea
| | - Jin-Sun Ryu
- Division of Translational Science, Research Institute, National Cancer Center, Goyang, Korea
- Laboratory Animal Research Facility, Research Institute, National Cancer Center, Goyang, Korea
| | - Kyung-Hee Kim
- Department of Cancer Biomedical Science, Graduate School of Cancer Science and Policy, National Cancer Center, Goyang, Korea
- Proteomics Core Facility, Research Core Center, Research Institute, National Cancer Center, Goyang, Korea
| | - Eun-Gyeong Lee
- Center for Breast Cancer, National Cancer Center, Goyang, Korea
| | - Heejung Chae
- Cancer Data Center, Control Institute, National Cancer Center, Goyang, Korea
- Division of Medical Oncology, Hospital, National Cancer Center, Goyang, Korea
| | - Youngmee Kwon
- Center for Breast Cancer, National Cancer Center, Goyang, Korea
| | | | - Jong Bae Park
- Department of Cancer Biomedical Science, Graduate School of Cancer Science and Policy, National Cancer Center, Goyang, Korea.
| | - Sun-Young Kong
- Department of Cancer Biomedical Science, Graduate School of Cancer Science and Policy, National Cancer Center, Goyang, Korea.
- Department of Laboratory Medicine, Research Institute, National Cancer Center Korea, Goyang, Korea.
- Department of Targeted Therapy Branch, Research Institute, National Cancer Center, Goyang, Korea.
| |
Collapse
|
4
|
Frasson AL, Miranda I, Vollbrecht B, Malhone C, Falcone AB, Barbosa F, Cavalcante FP, Lichtenfels M. Nipple-sparing mastectomy in young versus elderly patients. REVISTA BRASILEIRA DE GINECOLOGIA E OBSTETRÍCIA 2024; 46:e-rbgo90. [PMID: 39530073 PMCID: PMC11554330 DOI: 10.61622/rbgo/2024rbgo90] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Accepted: 09/09/2024] [Indexed: 11/16/2024] Open
Abstract
Objective In this study, we compared indications and outcomes of 115 young (< 40 years) versus 40 elderly (> 60 years) patients undergoing nipple-sparing mastectomy (NSM) as risk-reducing surgery or for breast cancer (BC) treatment. Methods Between January 2004 and December 2018, young and elderly patients undergoing NSM with complete data from at least 6 months of follow-up were included. Results BC treatment was the main indication for NSM, observed in 85(73.9%) young versus 33(82.5%) elderly patients, followed by risk-reducing surgery in 30(26.1%) young versus 7(17.5%) elderly patients. Complication rates did not differ between the age groups. At a median follow-up of 43 months, the overall recurrence rate was higher in the younger cohort (p = 0.04). However, when stratified into local, locoregional, contralateral, and distant metastasis, no statistical difference was observed. During the follow-up, only 2(1.7%) young patients died. Conclusion Our findings elucidate a higher recurrence rate of breast cancer in younger patients undergoing NSM, which may correlate with the fact that age is an independent prognostic factor. High overall survival and low complication rates were evidenced in the two groups showing the safety of NSM for young and elderly patients.
Collapse
Affiliation(s)
- Antônio Luiz Frasson
- Hospital Israelita Albert EinsteinSão PauloSPBrazilHospital Israelita Albert Einstein, São Paulo, SP, Brazil.
| | - Isabela Miranda
- Universidade Católica do Rio Grande do SulPorto AlegreRSBrazilPontifícia Universidade Católica do Rio Grande do Sul, Porto Alegre, RS, Brazil.
| | - Betina Vollbrecht
- Universidade Católica do Rio Grande do SulPorto AlegreRSBrazilPontifícia Universidade Católica do Rio Grande do Sul, Porto Alegre, RS, Brazil.
| | - Carolina Malhone
- Hospital Israelita Albert EinsteinSão PauloSPBrazilHospital Israelita Albert Einstein, São Paulo, SP, Brazil.
| | - Ana Beatriz Falcone
- Hospital Israelita Albert EinsteinSão PauloSPBrazilHospital Israelita Albert Einstein, São Paulo, SP, Brazil.
| | - Fernanda Barbosa
- Hospital Israelita Albert EinsteinSão PauloSPBrazilHospital Israelita Albert Einstein, São Paulo, SP, Brazil.
| | | | - Martina Lichtenfels
- Hospital Israelita Albert EinsteinSão PauloSPBrazilHospital Israelita Albert Einstein, São Paulo, SP, Brazil.
| |
Collapse
|
5
|
Heeke AL, Sha W, Feldman R, Fisher J, Hadzikadic-Gusic L, Symanowski JT, White RL, Tan AR. The Genomic Landscape of Breast Cancer in Young and Older Women. Clin Breast Cancer 2024; 24:630-638.e3. [PMID: 39174364 DOI: 10.1016/j.clbc.2024.07.008] [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: 10/02/2023] [Revised: 07/05/2024] [Accepted: 07/13/2024] [Indexed: 08/24/2024]
Abstract
BACKGROUND Young women with breast cancer (YWBC; ≤40 years) often have a poorer prognosis than older women with breast cancer (OWBC; ≥65 years). We explored molecular features of tumors from YWBC and OWBC to identify a biologic connection for these patterns. MATERIALS AND METHODS We retrospectively analyzed the molecular profiles of 1879 breast tumors. Testing included immunohistochemistry (IHC), in situ hybridization (ISH), and next-generation sequencing. Statistical analyses included Pearson's chi2 test for comparisons, with significance defined as FDR (false discovery rate)-P < .05. RESULTS TP53 and BRCA1 somatic mutations were more common in YWBC tumors than in OWBC tumors (53%, 42%; P = .0001, FDR-P = .0025 and 7%, 2%; P = .0001, FDR-P = .0025; respectively). Conversely, OWBC tumors had higher androgen receptor expression (55%, 45%; P = .0002, FDR-P = .0025) higher PD-L1 expression detected by IHC (8%, 5%; P = .0476, FDR-P = .2754), and more frequent PIK3CA mutations (33%, 17%; P = < .0001, FDR-P = < .0001). Among HR+/HER2- samples, YWBC had more gene amplifications in FGF3 (27%, 10%; P = .0353, FDR-P = .2462), FGF4 (27%, 9%; P = .0218, FDR-P = .1668), FGF19 (30%, 12%; P = .034, FDR-P = .2462) and CCND1 (37%, 18%; P = .0344, FDR-P = .2462) than OWBC. CONCLUSIONS Our data suggest distinct molecular aberrations exist between YWBC and OWBC. Exploiting these molecular changes could refine our treatment strategies in YWBC and OWBC.
Collapse
Affiliation(s)
- Arielle L Heeke
- Department of Solid Tumor Oncology and Investigational Therapeutics, Levine Cancer Institute, Atrium Health, Charlotte, NC; Sandra Levine Young Women's Breast Cancer Program, Levine Cancer Institute, Atrium Health, Charlotte, NC.
| | - Wei Sha
- Department of Cancer Biostatistics, Levine Cancer Institute, Atrium Health, Charlotte, NC
| | | | - Julie Fisher
- Department of Solid Tumor Oncology and Investigational Therapeutics, Levine Cancer Institute, Atrium Health, Charlotte, NC; Sandra Levine Young Women's Breast Cancer Program, Levine Cancer Institute, Atrium Health, Charlotte, NC
| | - Lejla Hadzikadic-Gusic
- Division of Surgical Oncology, Department of Surgery, Carolinas Medical Center, Levine Cancer Institute, Atrium Health, Charlotte, NC; Sandra Levine Young Women's Breast Cancer Program, Levine Cancer Institute, Atrium Health, Charlotte, NC
| | - James T Symanowski
- Department of Cancer Biostatistics, Levine Cancer Institute, Atrium Health, Charlotte, NC
| | - Richard L White
- Division of Surgical Oncology, Department of Surgery, Carolinas Medical Center, Levine Cancer Institute, Atrium Health, Charlotte, NC; Sandra Levine Young Women's Breast Cancer Program, Levine Cancer Institute, Atrium Health, Charlotte, NC
| | - Antoinette R Tan
- Department of Solid Tumor Oncology and Investigational Therapeutics, Levine Cancer Institute, Atrium Health, Charlotte, NC; Sandra Levine Young Women's Breast Cancer Program, Levine Cancer Institute, Atrium Health, Charlotte, NC
| |
Collapse
|
6
|
Ingebriktsen LM, Humlevik ROC, Svanøe AA, Sæle AKM, Winge I, Toska K, Kalvenes MB, Davidsen B, Heie A, Knutsvik G, Askeland C, Stefansson IM, Hoivik EA, Akslen LA, Wik E. Elevated expression of Aurora-A/AURKA in breast cancer associates with younger age and aggressive features. Breast Cancer Res 2024; 26:126. [PMID: 39198859 PMCID: PMC11360479 DOI: 10.1186/s13058-024-01882-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Accepted: 08/16/2024] [Indexed: 09/01/2024] Open
Abstract
BACKGROUND AND OBJECTIVE Aurora kinase A (AURKA) is reported to be overexpressed in breast cancer. In addition to its role in regulating cell cycle and mitosis, studies have reported AURKA involvements in oncogenic signaling in suppressing BRCA1 and BRCA2. We aimed to characterize AURKA protein and mRNA expression in a breast cancer cohort of the young, investigating its relation to clinico-pathologic features and survival, and exploring age-related AURKA-associated biological processes. METHODS Aurora kinase A immunohistochemical staining was performed on tissue microarrays of primary tumors from an in-house breast cancer cohort (n = 355) with information on clinico-pathologic data, molecular markers, and long and complete follow-up. A subset of the in-house cohort (n = 127) was studied by the NanoString Breast Cancer 360 expression panel for exploration of mRNA expression. METABRIC cohorts < 50 years at breast cancer diagnosis (n = 368) were investigated for differentially expressed genes and enriched gene sets in AURKA mRNA high tumors stratified by age. Differentially expressed genes and gene sets were investigated using network analyses and g:Profiler. RESULTS High Aurora kinase A protein expression associated with aggressive clinico-pathologic features, a basal-like subtype, and high risk of recurrence score. These patterns were confirmed using mRNA data. High AURKA gene expression demonstrated independent prognostic value when adjusted for traditional clinico-pathologic features and molecular subtypes. Notably, high AURKA expression significantly associated with reduced disease-specific survival within patients below 50 years, also within the luminal A subtype. Tumors of high AURKA expression showed gene expression patterns reflecting increased DNA damage activation and higher BRCAness score. CONCLUSIONS Our findings indicate higher AURKA expression in young breast cancer, and associations between high Aurora-A/AURKA and aggressive tumor features, including higher tumor cell proliferation, and shorter survival, in the young. Our findings point to AURKA as a marker for increased DNA damage and DNA repair deficiency and suggest AURKA as a biomarker of clinical relevance in young breast cancer.
Collapse
Grants
- F-12143 Helse Vest Research Fund
- F-12143 Helse Vest Research Fund
- F-12143 Helse Vest Research Fund
- F-12143 Helse Vest Research Fund
- F-12143 Helse Vest Research Fund
- F-12143 Helse Vest Research Fund
- F-12143 Helse Vest Research Fund
- F-12143 Helse Vest Research Fund
- F-12143 Helse Vest Research Fund
- F-12143 Helse Vest Research Fund
- F-12143 Helse Vest Research Fund
- F-12143 Helse Vest Research Fund
- F-12143 Helse Vest Research Fund
- F-12143 Helse Vest Research Fund
- F-12143 Helse Vest Research Fund
- 223250 University of Bergen, Research Council of Norway, Center of Excellence funding scheme
- 223250 University of Bergen, Research Council of Norway, Center of Excellence funding scheme
- 223250 University of Bergen, Research Council of Norway, Center of Excellence funding scheme
- 223250 University of Bergen, Research Council of Norway, Center of Excellence funding scheme
- 223250 University of Bergen, Research Council of Norway, Center of Excellence funding scheme
- 223250 University of Bergen, Research Council of Norway, Center of Excellence funding scheme
- 223250 University of Bergen, Research Council of Norway, Center of Excellence funding scheme
- 223250 University of Bergen, Research Council of Norway, Center of Excellence funding scheme
- 223250 University of Bergen, Research Council of Norway, Center of Excellence funding scheme
- 223250 University of Bergen, Research Council of Norway, Center of Excellence funding scheme
- 223250 University of Bergen, Research Council of Norway, Center of Excellence funding scheme
- 223250 University of Bergen, Research Council of Norway, Center of Excellence funding scheme
- 223250 University of Bergen, Research Council of Norway, Center of Excellence funding scheme
- 223250 University of Bergen, Research Council of Norway, Center of Excellence funding scheme
- 223250 University of Bergen, Research Council of Norway, Center of Excellence funding scheme
- University of Bergen (incl Haukeland University Hospital)
Collapse
Affiliation(s)
- L M Ingebriktsen
- Department of Clinical Medicine, Section for Pathology, Centre for Cancer Biomarkers CCBIO, University of Bergen, Bergen, Norway
| | - R O C Humlevik
- Department of Clinical Medicine, Section for Pathology, Centre for Cancer Biomarkers CCBIO, University of Bergen, Bergen, Norway
| | - A A Svanøe
- Department of Clinical Medicine, Section for Pathology, Centre for Cancer Biomarkers CCBIO, University of Bergen, Bergen, Norway
| | - A K M Sæle
- Department of Clinical Medicine, Section for Pathology, Centre for Cancer Biomarkers CCBIO, University of Bergen, Bergen, Norway
| | - I Winge
- Department of Clinical Medicine, Section for Pathology, Centre for Cancer Biomarkers CCBIO, University of Bergen, Bergen, Norway
| | - K Toska
- Section for Cancer Genomics, Haukeland University Hospital, Bergen, Norway
| | - M B Kalvenes
- Department of Clinical Medicine, Section for Pathology, Centre for Cancer Biomarkers CCBIO, University of Bergen, Bergen, Norway
| | - B Davidsen
- Department of Surgery, Section for Breast and Endocrine Surgery, Haukeland University Hospital, Bergen, Norway
| | - A Heie
- Department of Surgery, Section for Breast and Endocrine Surgery, Haukeland University Hospital, Bergen, Norway
| | - G Knutsvik
- Department of Clinical Medicine, Section for Pathology, Centre for Cancer Biomarkers CCBIO, University of Bergen, Bergen, Norway
- Department of Pathology, Haukeland University Hospital, Bergen, Norway
| | - C Askeland
- Department of Clinical Medicine, Section for Pathology, Centre for Cancer Biomarkers CCBIO, University of Bergen, Bergen, Norway
- Department of Pathology, Haukeland University Hospital, Bergen, Norway
| | - I M Stefansson
- Department of Clinical Medicine, Section for Pathology, Centre for Cancer Biomarkers CCBIO, University of Bergen, Bergen, Norway
- Department of Pathology, Haukeland University Hospital, Bergen, Norway
| | - E A Hoivik
- Department of Clinical Medicine, Section for Pathology, Centre for Cancer Biomarkers CCBIO, University of Bergen, Bergen, Norway
- Department of Pathology, Haukeland University Hospital, Bergen, Norway
| | - L A Akslen
- Department of Clinical Medicine, Section for Pathology, Centre for Cancer Biomarkers CCBIO, University of Bergen, Bergen, Norway
- Department of Pathology, Haukeland University Hospital, Bergen, Norway
| | - E Wik
- Department of Clinical Medicine, Section for Pathology, Centre for Cancer Biomarkers CCBIO, University of Bergen, Bergen, Norway.
- Department of Pathology, Haukeland University Hospital, Bergen, Norway.
| |
Collapse
|
7
|
Shah OS, Nasrazadani A, Foldi J, Atkinson JM, Kleer CG, McAuliffe PF, Johnston TJ, Stallaert W, da Silva EM, Selenica P, Dopeso H, Pareja F, Mandelker D, Weigelt B, Reis-Filho JS, Bhargava R, Lucas PC, Lee AV, Oesterreich S. Spatial molecular profiling of mixed invasive ductal and lobular breast cancers reveals heterogeneity in intrinsic molecular subtypes, oncogenic signatures, and mutations. Proc Natl Acad Sci U S A 2024; 121:e2322068121. [PMID: 39042692 PMCID: PMC11295029 DOI: 10.1073/pnas.2322068121] [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: 12/28/2023] [Accepted: 06/13/2024] [Indexed: 07/25/2024] Open
Abstract
Mixed invasive ductal and lobular carcinoma (MDLC) is a rare histologic subtype of breast cancer displaying both E-cadherin positive ductal and E-cadherin negative lobular morphologies within the same tumor, posing challenges with regard to anticipated clinical management. It remains unclear whether these distinct morphologies also have distinct biology and risk of recurrence. Our spatially resolved transcriptomic, genomic, and single-cell profiling revealed clinically significant differences between ductal and lobular tumor regions including distinct intrinsic subtype heterogeneity - e.g., MDLC with triple-negative breast cancer (TNBC) or basal ductal and estrogen receptor positive (ER+) luminal lobular regions, distinct enrichment of cell cycle arrest/senescence and oncogenic (ER and MYC) signatures, genetic and epigenetic CDH1 inactivation in lobular but not ductal regions, and single-cell ductal and lobular subpopulations with unique oncogenic signatures further highlighting intraregional heterogeneity. Altogether, we demonstrated that the intratumoral morphological/histological heterogeneity within MDLC is underpinned by intrinsic subtype and oncogenic heterogeneity which may result in prognostic uncertainty and therapeutic dilemma.
Collapse
MESH Headings
- Humans
- Female
- Carcinoma, Lobular/genetics
- Carcinoma, Lobular/pathology
- Carcinoma, Lobular/metabolism
- Carcinoma, Ductal, Breast/genetics
- Carcinoma, Ductal, Breast/pathology
- Carcinoma, Ductal, Breast/metabolism
- Mutation
- Breast Neoplasms/genetics
- Breast Neoplasms/pathology
- Breast Neoplasms/metabolism
- Breast Neoplasms/classification
- Cadherins/genetics
- Cadherins/metabolism
- Gene Expression Regulation, Neoplastic
- Biomarkers, Tumor/genetics
- Biomarkers, Tumor/metabolism
- Triple Negative Breast Neoplasms/genetics
- Triple Negative Breast Neoplasms/pathology
- Triple Negative Breast Neoplasms/metabolism
- Transcriptome
- Gene Expression Profiling/methods
Collapse
Affiliation(s)
- Osama Shiraz Shah
- Womens Cancer Research Center at University of Pittsburgh Medical Center (UPMC) Hillman Cancer Center and Magee Women’s Research Institute, Pittsburgh, PA15213
- Integrative Systems Biology Program, University of Pittsburgh School of Medicine, PittsburghPA15260
| | - Azadeh Nasrazadani
- Womens Cancer Research Center at University of Pittsburgh Medical Center (UPMC) Hillman Cancer Center and Magee Women’s Research Institute, Pittsburgh, PA15213
- Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, PA15213
| | - Julia Foldi
- Division of Hematology-Oncology, Department of Medicine, University of Pittsburgh, Pittsburgh, PA15260
| | - Jennifer M. Atkinson
- Womens Cancer Research Center at University of Pittsburgh Medical Center (UPMC) Hillman Cancer Center and Magee Women’s Research Institute, Pittsburgh, PA15213
- Department of Pharmacology & Chemical Biology, University of Pittsburgh, Pittsburgh, PA15260
| | - Celina G. Kleer
- Department of Pathology and Rogel Cancer Center, University of Michigan, Ann Arbor, MI48109
| | - Priscilla F. McAuliffe
- Womens Cancer Research Center at University of Pittsburgh Medical Center (UPMC) Hillman Cancer Center and Magee Women’s Research Institute, Pittsburgh, PA15213
- Division of Surgical Oncology, Department of Surgery, University of Pittsburgh School of Medicine, Pittsburgh, PA15232
| | - Tyler J. Johnston
- Department of Computational and Systems Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA15213
| | - Wayne Stallaert
- Department of Computational and Systems Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA15213
| | - Edaise M. da Silva
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY10065
| | - Pier Selenica
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY10065
| | - Higinio Dopeso
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY10065
| | - Fresia Pareja
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY10065
| | - Diana Mandelker
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY10065
| | - Britta Weigelt
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY10065
| | - Jorge S. Reis-Filho
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY10065
| | - Rohit Bhargava
- Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, PA15213
| | - Peter C. Lucas
- Department of Laboratory Medicine and Pathology, Mayo Clinic College of Medicine and Science, Rochester, MN55902
| | - Adrian V. Lee
- Womens Cancer Research Center at University of Pittsburgh Medical Center (UPMC) Hillman Cancer Center and Magee Women’s Research Institute, Pittsburgh, PA15213
- Department of Pharmacology & Chemical Biology, University of Pittsburgh, Pittsburgh, PA15260
| | - Steffi Oesterreich
- Womens Cancer Research Center at University of Pittsburgh Medical Center (UPMC) Hillman Cancer Center and Magee Women’s Research Institute, Pittsburgh, PA15213
- Department of Pharmacology & Chemical Biology, University of Pittsburgh, Pittsburgh, PA15260
| |
Collapse
|
8
|
Gao Y, Hao J, Zhang Z. Adjuvant Chemotherapy for Breast Cancer in Older Adult Patients. Clin Interv Aging 2024; 19:1281-1286. [PMID: 39050516 PMCID: PMC11268672 DOI: 10.2147/cia.s470262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Accepted: 06/15/2024] [Indexed: 07/27/2024] Open
Abstract
Decision-making regarding adjuvant chemotherapy for older adults with breast cancer is a challenge because older adult patients often have poor physical health, frailty, and age-related comorbidities, which can compromise treatment outcome. Due to these considerations, doctors tend to use less chemotherapy for breast cancer in older adults. However, older patients in good general health could still benefit from chemotherapy. Careful benefit-risk assessment is essential to provide best care for each older adult patient. Due to a rapidly aging population, breast cancer in older adults is becoming a serious public health issue in China. In this mini review, we discuss the need, means, and tools to assess the benefits and risks of adjuvant chemotherapy in older adults with breast cancer. The contents of this review may drive decision-making with regard to the use and selection of adjuvant chemotherapy for older adult patients in China who are fit for the treatment.
Collapse
Affiliation(s)
- Ying Gao
- Department of Breast and Thyroid Surgery, Tianjin Union Medical Center, Tianjin, 300121, People’s Republic of China
- Department of Thyroid and Neck Cancer, Tianjin Medical University Cancer Hospital, National Cancer Clinical Research Center, Tianjin Cancer Clinical Research Center, Tianjin Key Laboratory of Cancer Prevention and Treatment, Tianjin, 300060, People’s Republic of China
| | - Jie Hao
- Department of Breast and Thyroid Surgery, Tianjin Union Medical Center, Tianjin, 300121, People’s Republic of China
| | - Zhendong Zhang
- Department of Breast and Thyroid Surgery, Tianjin Union Medical Center, Tianjin, 300121, People’s Republic of China
| |
Collapse
|
9
|
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: 2] [Impact Index Per Article: 2.0] [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.
Collapse
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.
| |
Collapse
|
10
|
Sundaresan S, Rajapriya P, Lavanya SK. Aging and cancer: Clinical role of tumor markers in the geriatric population (Review). MEDICINE INTERNATIONAL 2024; 4:21. [PMID: 39640494 PMCID: PMC11618985 DOI: 10.3892/mi.2024.145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/12/2023] [Accepted: 02/15/2024] [Indexed: 12/07/2024]
Abstract
Aging, with the progressive deterioration and functional decline of several organ systems, is highly heterogeneous for both between and within individuals. Tumor markers are widely used in clinical practice as a screening test for individuals >50 years of age. More specifically, caring for elderly patients is a public health concern, given the incidence of cancer and its related mortality and morbidity. A multidisciplinary diagnostic procedure known as a geriatric assessment is capable of identifying functional, psychological and physiological issues that are missed by standard evaluation. The present review focuses on cancers affecting the geriatric population, highlights current opportunities and challenges, and highlights the unmet need for clinically relevant tumor markers in elderly patients with cancer. A comprehensive geriatric examination, including a biological assessment, still requires conveniently available tumor markers and their levels in older populations in order to forecast deterioration or loss of functional balance. These tumor indicators ought to make it possible to track patients using other outcomes, such overall survival and functional impairment. Despite the notable progress made in the understanding of human biology, the mechanisms and networks underlying aging remain largely unknown. In addition, as elderly patients are a highly heterogeneous population, age-related changes cannot be distinguished solely by chronological age. Strong clinical studies, well-established protocols and meta-analyses may contribute to the better utilization of tumor biomarkers in the elderly population. Hence, the present review addresses the effects of aging on tumor markers and the usefulness of tumor marker values for the geriatric population.
Collapse
Affiliation(s)
- Sivapatham Sundaresan
- Department of Medical Research, SRM Medical College Hospital and Research Centre, SRM Institute of Science and Technology, SRM Nagar, Kattankulathur, Tamil Nadu 603203, India
| | - Palanirasu Rajapriya
- Department of Liver Sciences, Rela Institute of Medical Sciences, Chennai, Tamil Nadu 600044, India
| | - Selvaraj Kaveri Lavanya
- Department of Medical Research, SRM Medical College Hospital and Research Centre, SRM Institute of Science and Technology, SRM Nagar, Kattankulathur, Tamil Nadu 603203, India
| |
Collapse
|
11
|
Liu K, Huang AL, Chen XQ, Wu SG. Patterns of distant metastasis and survival outcomes in de novo metastatic breast cancer according to age groups. Front Endocrinol (Lausanne) 2024; 15:1385756. [PMID: 38752173 PMCID: PMC11094241 DOI: 10.3389/fendo.2024.1385756] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2024] [Accepted: 04/12/2024] [Indexed: 05/18/2024] Open
Abstract
Background Is de novo metastatic breast cancer (dnMBC) the same disease in the elderly as in younger breast cancer remains unclear. This study aimed to determine the metastatic patterns and survival outcomes in dnMBC according to age groups. Methods We included patients from the Surveillance Epidemiology and End Results program. Chi-square test, multivariate logistic regression analyses, and multivariate Cox regression models were used for statistical analyses. Results A total of 17719 patients were included. There were 3.6% (n=638), 18.6% (n=3290), 38.0% (n=6725), and 39.9% (n=7066) of patients aged <35, 35-49, 50-64, and ≥65 years, respectively. Older patients had a significantly higher risk of lung metastasis and a significantly lower risk of liver metastasis. There were 19.1%, 25.6%, 30.9%, and 35.7% of patients with lung metastasis in those aged <35, 35-49, 50-64, and ≥65 years, respectively. Moreover, the proportion of liver metastasis was 37.6%, 29.5%, 26.3%, and 19.2%, respectively. Age was the independent prognostic factor associated with breast cancer-specific survival (BCSS) and overall survival (OS). Those aged 50-64 years had significantly inferior BCSS (P<0.001) and OS (P<0.001) than those aged <35 years. Patients aged ≥65 years also had significantly lower BCSS (P<0.001) and OS (P<0.001) than those aged <35 years. However, similar outcomes were found between those aged 35-49 and <35 years. Conclusion Our study suggests that different age groups may affect the metastatic patterns among patients with dnMBC and the survival of younger patients is more favorable than those of older patients.
Collapse
Affiliation(s)
- Ke Liu
- Xiamen Key Laboratory of Clinical Efficacy and Evidence Studies of Traditional Chinese Medicine, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
| | - An-Le Huang
- Department of Gastrointestinal Oncology Surgery, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
| | - Xue-Qin Chen
- Xiamen Key Laboratory of Clinical Efficacy and Evidence Studies of Traditional Chinese Medicine, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
| | - San-Gang Wu
- Department of Radiation Oncology, Xiamen Cancer Quality Control Center, Xiamen Cancer Center, Xiamen Key Laboratory of Radiation Oncology, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
| |
Collapse
|
12
|
Franco I, Alshalalfa M, Hernandez A, Mahal BA, Nguyen T, Wang L, Punglia R, Swami N, Goel N. Genomic Characterization of Aggressive Breast Cancer in Younger Women. Ann Surg Oncol 2023; 30:7569-7578. [PMID: 37550448 DOI: 10.1245/s10434-023-14080-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2023] [Accepted: 07/20/2023] [Indexed: 08/09/2023]
Abstract
PURPOSE Although breast cancer (BC) risk increases with age, BC in younger women is more aggressive with higher mortality compared with older women. We characterize the genomic landscape of BCs in younger women. METHODS Clinicopathologic, molecular, and genomic differences across age groups (< 40 years, 40-60 years, > 60 years) in female BC patients were investigated in two large cohorts [AACR-GENIE8.1 (n = 11,594) and METABRIC (n = 2509)]. Cox-proportional regression analyzed the prognostic impact of age groups for disease-specific survival (DSS) and recurrence-free survival (RFS) in METABRIC and progression-free survival (PFS) in GENIE cohorts. Chi-squared test was used to assess statistical associations between genomic alterations and age groups. RESULTS Survival analysis showed that women < 40 years had shorter DSS [hazard ratio (HR): 1.52, p = 0.005], RFS (HR: 1.4, p = 0.006), and PFS (HR: 1.82, p = 0.0003) compared with women 40-60 years, and shorter RFS (HR: 1.5, p = 0.001) and PFS (HR: 2.95, p < 0.0001) compared with women > 60 years. Molecular subtypes in the METABRIC cohort showed women < 40 years were enriched with basal, and HER2+ subtypes, and less enriched with luminal A and B subtype (p < 0.0001). Characterization of genomic alterations in both cohorts demonstrated that BCs in women < 40 years were more enriched with TP53 mutations (FDR < 0.0001), BRCA1 mutations (FDR = 0.01), ERBB2 amplifications (FDR < 0.001), CDK12 amplifications (FDR < 0.001), and PPM1D amplifications (FDR < 0.001). In contrast, BCs in older women (> 60 years) were more enriched with PIK3CA, KMT2C, and CDH1 mutations (FDR < 0.0001). CONCLUSIONS BCs in young women are associated with shorter survival and more aggressive genomic features, including mutations in TP53 and BRCA1, and amplifications in ERBB2 and CDK12. These findings have the potential to impact clinical trial design and treatment.
Collapse
Affiliation(s)
- Idalid Franco
- Department of Radiation Oncology, Brigham and Women's Hospital/Dana-Farber Cancer Institute, Boston, MA, USA
| | - Mohammed Alshalalfa
- Department of Radiation Oncology, University of Miami Miller School of Medicine, Miami, FL, USA
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Alexandra Hernandez
- Department of Surgical Oncology, Department of Surgery, University of Miami, Miami, FL, USA
| | - Brandon A Mahal
- Department of Radiation Oncology, University of Miami Miller School of Medicine, Miami, FL, USA
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Tiffany Nguyen
- Department of Radiation Oncology, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Lora Wang
- Department of Radiation Oncology, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Rinaa Punglia
- Department of Radiation Oncology, Brigham and Women's Hospital/Dana-Farber Cancer Institute, Boston, MA, USA
| | - Nishwant Swami
- Department of Radiation Oncology, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Neha Goel
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA.
- Department of Surgical Oncology, Department of Surgery, University of Miami, Miami, FL, USA.
| |
Collapse
|
13
|
Chekhun V, Martynyuk О, Lukianova Y, Mushii O, Zadvornyi T, Lukianova N. FEATURES OF BREAST CANCER IN PATIENTS OF YOUNG AGE: SEARCH FOR DIAGNOSIS OPTIMIZATION AND PERSONALIZED TREATMENT. Exp Oncol 2023; 45:139-150. [PMID: 37824778 DOI: 10.15407/exp-oncology.2023.02.139] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Indexed: 10/14/2023]
Abstract
The statistical data of the recent decades demonstrate a rapid growth of breast cancer (BCa) incidence and a tendency toward its increase especially in young women. In the structure of morbidity of women in the age group of 18-29 years, BCa ranks first and in the age range of 15-39 years, BCa is one of the leading causes of mortality. According to the data of the epidemiological and clinical studies, the young age is an independent unfavorable prognostic factor of BCa that is associated with an unfavorable prognosis and low survival rates and is considered an important predictor of the disease aggressiveness, a high risk of metastasis and recurrence. The variability of clinicopathological and molecular-biological features of BCa in patients of different age groups as well as the varying course of the disease and different responses to the therapy are mediated by many factors. The analysis of the literature data on the factors and mechanisms of BCa initiation in patients of different age groups demonstrates that the pathogen- esis of BCa depends not only on the molecular-genetic alterations but also on the metabolic disorders caused by the current social and household rhythm of life and nutrition peculiarities. All these factors affect both the general con- dition of the body and the formation of an aggressive microenvironment of the tumor lesion. The identified features of transcriptome and the differential gene expression give evidence of different regulations of the immune response and the metabolic processes in BCa patients of different age groups. Association between the high expression of the components of the stromal microenvironment and the inflammatory immune infiltrate as well as the increased vascu- larization of the tumor lesion has been found in BCa tissue of young patients. Proving the nature of the formation of the landscape comprising molecular-genetic, cytokine, and immune factors of the tumor microenvironment will undoubtedly contribute to our understanding of the mechanisms of tumor growth allowing for the development of algorithms for delineating the groups at high risk of tumor progression, which requires more careful monitoring and personalized treatment approach. Th s will be helpful in the development of innovative technologies for complex BCa treatment.
Collapse
Affiliation(s)
- V Chekhun
- R.E. Kavetsky Institute of Experimental Pathology, Oncology and Radiobiology, NAS of Ukraine, 03022 Kyiv, Ukraine.
| | - О Martynyuk
- R.E. Kavetsky Institute of Experimental Pathology, Oncology and Radiobiology, NAS of Ukraine, 03022 Kyiv, Ukraine
| | - Ye Lukianova
- R.E. Kavetsky Institute of Experimental Pathology, Oncology and Radiobiology, NAS of Ukraine, 03022 Kyiv, Ukraine
| | - O Mushii
- R.E. Kavetsky Institute of Experimental Pathology, Oncology and Radiobiology, NAS of Ukraine, 03022 Kyiv, Ukraine
| | - T Zadvornyi
- R.E. Kavetsky Institute of Experimental Pathology, Oncology and Radiobiology, NAS of Ukraine, 03022 Kyiv, Ukraine
| | - N Lukianova
- R.E. Kavetsky Institute of Experimental Pathology, Oncology and Radiobiology, NAS of Ukraine, 03022 Kyiv, Ukraine
| |
Collapse
|
14
|
Saura C, Ortiz C, Matito J, Arenas EJ, Suñol A, Martín Á, Córdoba O, Martínez-Sabadell A, García-Ruiz I, Miranda I, Morales-Comas C, Carrasco E, Viaplana C, Peg V, Nuciforo P, Bayó-Puxan N, Gonzalez-Medina A, Miquel JM, Gómez-Rey M, Villacampa G, Arévalo S, Espinosa-Bravo M, Balmaña J, Dienstmann R, Arribas J, Tabernero J, Vivancos A, Sansó M. Early-Stage Breast Cancer Detection in Breast Milk. Cancer Discov 2023; 13:2180-2191. [PMID: 37704212 PMCID: PMC10551665 DOI: 10.1158/2159-8290.cd-22-1340] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2023] [Revised: 06/27/2023] [Accepted: 07/07/2023] [Indexed: 09/15/2023]
Abstract
Breast cancer occurring during pregnancy (PrBC) and postpartum (PPBC) is usually diagnosed at more advanced stages compared with other breast cancer, worsening its prognosis. PPBC is particularly aggressive, with increased metastatic risk and mortality. Thus, effective screening methods to detect early PrBC and PPBC are needed. We report for the first time that cell-free tumor DNA (ctDNA) is present in breast milk (BM) collected from patients with breast cancer. Analysis of ctDNA from BM detects tumor variants in 87% of the cases by droplet digital PCR, while variants remain undetected in 92% of matched plasma samples. Retrospective next-generation sequencing analysis in BM ctDNA recapitulates tumor variants, with an overall clinical sensitivity of 71.4% and specificity of 100%. In two cases, ctDNA was detectable in BM collected 18 and 6 months prior to standard diagnosis. Our results open up the potential use of BM as a new source for liquid biopsy for PPBC detection. SIGNIFICANCE For the first time, we show that BM obtained from patients with breast cancer carries ctDNA, surpassing plasma-based liquid biopsy for detection and molecular profiling of early-stage breast cancer, even prior to diagnosis by image. See related commentary by Cunningham and Turner, p. 2125. This article is featured in Selected Articles from This Issue, p. 2109.
Collapse
Affiliation(s)
- Cristina Saura
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
- Medical Oncology Department, Vall d'Hebron University Hospital, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Carolina Ortiz
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
- Medical Oncology Department, Vall d'Hebron University Hospital, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Judit Matito
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
| | - Enrique J. Arenas
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
- Centro de Investigación Biomédica en Red en Cáncer (CIBERONC), Instituto de Salud Carlos III, Madrid, Spain
| | - Anna Suñol
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
- Medical Oncology Department, Vall d'Hebron University Hospital, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Ágatha Martín
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
| | - Octavi Córdoba
- Servicio Obstetricia y Ginecología, Hospital Universitari Son Espases (HUSE), Palma, Spain
- Institut de Investigació de les Illes Balears (IdISBa), Palma, Spain
- Universitat de les Illes Balears (UIB), Palma, Spain
| | - Alex Martínez-Sabadell
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
| | - Itziar García-Ruiz
- Obstetrics Department, Vall d'Hebron University Hospital, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Ignacio Miranda
- Radiology Department, Vall d'Hebron University Hospital, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Clara Morales-Comas
- Gynecology Department, Vall d'Hebron University Hospital, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Estela Carrasco
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
- Medical Oncology Department, Vall d'Hebron University Hospital, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Cristina Viaplana
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
| | - Vicente Peg
- Centro de Investigación Biomédica en Red en Cáncer (CIBERONC), Instituto de Salud Carlos III, Madrid, Spain
- Pathology Department, Vall d'Hebron University Hospital, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
- Vall d'Hebron Institut de Recerca (VHIR), Barcelona, Spain
- Universitat Autònoma de Barcelona (UAB), Bellaterra, Spain
| | - Paolo Nuciforo
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
| | - Neus Bayó-Puxan
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
| | - Alberto Gonzalez-Medina
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
| | - Josep M. Miquel
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
| | - Marina Gómez-Rey
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
| | - Guillermo Villacampa
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
| | - Silvia Arévalo
- Obstetrics Department, Vall d'Hebron University Hospital, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Martín Espinosa-Bravo
- Gynecology Department, Vall d'Hebron University Hospital, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Judith Balmaña
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
- Medical Oncology Department, Vall d'Hebron University Hospital, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Rodrigo Dienstmann
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
| | - Joaquin Arribas
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
- Centro de Investigación Biomédica en Red en Cáncer (CIBERONC), Instituto de Salud Carlos III, Madrid, Spain
- Universitat Autònoma de Barcelona (UAB), Bellaterra, Spain
- Hospital del Mar Research Institute (HMRI), Barcelona, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
| | - Josep Tabernero
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
- Medical Oncology Department, Vall d'Hebron University Hospital, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
- University of Vic-Central University of Catalonia (UVic-UCC), Barcelona, VIC, Spain
- IOB Institute of Oncology, Quiron Group, Barcelona, Spain
| | - Ana Vivancos
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
| | - Miriam Sansó
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
| |
Collapse
|
15
|
Ketteler A, Blumenthal DB. Demographic confounders distort inference of gene regulatory and gene co-expression networks in cancer. Brief Bioinform 2023; 24:bbad413. [PMID: 37985453 DOI: 10.1093/bib/bbad413] [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: 06/16/2023] [Revised: 09/19/2023] [Accepted: 10/26/2023] [Indexed: 11/22/2023] Open
Abstract
Gene regulatory networks (GRNs) and gene co-expression networks (GCNs) allow genome-wide exploration of molecular regulation patterns in health and disease. The standard approach for obtaining GRNs and GCNs is to infer them from gene expression data, using computational network inference methods. However, since network inference methods are usually applied on aggregate data, distortion of the networks by demographic confounders might remain undetected, especially because gene expression patterns are known to vary between different demographic groups. In this paper, we present a computational framework to systematically evaluate the influence of demographic confounders on network inference from gene expression data. Our framework compares similarities between networks inferred for different demographic groups with similarity distributions obtained for random splits of the expression data. Moreover, it allows to quantify to which extent demographic groups are represented by networks inferred from the aggregate data in a confounder-agnostic way. We apply our framework to test four widely used GRN and GCN inference methods as to their robustness w. r. t. confounding by age, ethnicity and sex in cancer. Our findings based on more than $ {44000}$ inferred networks indicate that age and sex confounders play an important role in network inference for certain cancer types, emphasizing the importance of incorporating an assessment of the effect of demographic confounders into network inference workflows. Our framework is available as a Python package on GitHub: https://github.com/bionetslab/grn-confounders.
Collapse
Affiliation(s)
- Anna Ketteler
- Biomedical Network Science Lab, Department Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - David B Blumenthal
- Biomedical Network Science Lab, Department Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| |
Collapse
|
16
|
Wang J, Liu Y, Liang Y, Zhang Y, Dong H, Zheng T, Yu J, Du P, Jia S, King BL, Wang J, Liu X, Li H. Clinicopathologic features, genomic profiles and outcomes of younger vs. older Chinese hormone receptor-positive (HR+)/HER2-negative (HER2-) metastatic breast cancer patients. Front Oncol 2023; 13:1152575. [PMID: 37361577 PMCID: PMC10286822 DOI: 10.3389/fonc.2023.1152575] [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: 01/27/2023] [Accepted: 05/23/2023] [Indexed: 06/28/2023] Open
Abstract
Background Poor outcomes have been widely reported for younger vs. older breast cancer patients, but whether this is due to age itself or the enrichment of aggressive clinical features remains controversial. We have evaluated the clinicopathologic characteristics and genomic profiles of real-world hormone receptor-positive (HR+)/HER2-negative (HER2-) metastatic breast cancer (MBC) patients to examine the determinants of outcome for younger vs. older patients in a single clinical subtype undergoing treatment in the same clinic. Patients and methods This study included patients presenting at the Peking University Cancer Hospital with primary stage IV or first-line metastatic HR+/HER2- breast cancer who consented to an additional blood draw for genomic profiling prior to treatment. Plasma samples were analyzed with a targeted 152-gene NGS panel to assess somatic circulating tumor DNA (ctDNA) alterations. Genomic DNA (gDNA) extracted from peripheral blood mononuclear cells was analyzed for germline variants using a targeted 600-gene NGS panel. Kaplan-Meier survival analysis was performed to analyze disease free survival (DFS), progression free survival (PFS) and overall survival (OS) in association with clinicopathologic and genomic variables. Results Sixty-three patients presenting with HR+/HER2- MBC were enrolled in this study. Fourteen patients were < 40 years, 19 were 40-50 years, and 30 were > 50 years at the time of primary cancer diagnosis. No significant associations were observed between age and DFS, PFS or OS. Shorter OS was associated with de novo Stage IV disease (p = 0.002), Luminal B subtype (p = 0.006), high Ki67 index (p = 0.036), resistance to adjuvant endocrine therapy (p = 0.0001) and clinical stage (p = 0.015). Reduced OS was also observed in association with somatic alterations in FGFR1 (p = 0.008), CCND2 (p = 0.012), RB1 (p = 0.029) or TP53 (p = 0.029) genes, but not in association with germline variants. Conclusion In this group of real-world HR+/HER2- MBC breast cancer patients younger age was not associated with poor outcomes. While current guidelines recommend treatment decisions based on tumor biology rather than age, young HR+ breast cancer patients are more likely to receive chemotherapy. Our findings support the development of biomarker-driven treatment strategies for these patients.
Collapse
Affiliation(s)
- Jinhao Wang
- Huidu Shanghai Medical Sciences Ltd., Shanghai, China
| | - Yaxin Liu
- Key Laboratory of Carcinogenesis and Translational Research, Department of Breast Oncology, Peking University Cancer Hospital & Institute, Beijing, China
| | - Yuehua Liang
- Key Laboratory of Carcinogenesis and Translational Research, Department of Breast Oncology, Peking University Cancer Hospital & Institute, Beijing, China
| | - Yue Zhang
- Huidu Shanghai Medical Sciences Ltd., Shanghai, China
| | - Hang Dong
- Huidu Shanghai Medical Sciences Ltd., Shanghai, China
| | | | - Jianjun Yu
- Huidu Shanghai Medical Sciences Ltd., Shanghai, China
| | - Pan Du
- Predicine, Inc., Hayward, CA, United States
| | | | | | - Jing Wang
- Key Laboratory of Carcinogenesis and Translational Research, Department of Breast Oncology, Peking University Cancer Hospital & Institute, Beijing, China
| | - Xiaoran Liu
- Key Laboratory of Carcinogenesis and Translational Research, Department of Breast Oncology, Peking University Cancer Hospital & Institute, Beijing, China
| | - Huiping Li
- Key Laboratory of Carcinogenesis and Translational Research, Department of Breast Oncology, Peking University Cancer Hospital & Institute, Beijing, China
| |
Collapse
|
17
|
Luen SJ, Viale G, Nik-Zainal S, Savas P, Kammler R, Dell'Orto P, Biasi O, Degasperi A, Brown LC, Láng I, MacGrogan G, Tondini C, Bellet M, Villa F, Bernardo A, Ciruelos E, Karlsson P, Neven P, Climent M, Müller B, Jochum W, Bonnefoi H, Martino S, Davidson NE, Geyer C, Chia SK, Ingle JN, Coleman R, Solbach C, Thürlimann B, Colleoni M, Coates AS, Goldhirsch A, Fleming GF, Francis PA, Speed TP, Regan MM, Loi S. Genomic characterisation of hormone receptor-positive breast cancer arising in very young women. Ann Oncol 2023; 34:397-409. [PMID: 36709040 PMCID: PMC10619213 DOI: 10.1016/j.annonc.2023.01.009] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Revised: 12/14/2022] [Accepted: 01/15/2023] [Indexed: 01/26/2023] Open
Abstract
BACKGROUND Very young premenopausal women diagnosed with hormone receptor-positive, human epidermal growth factor receptor 2-negative (HR+HER2-) early breast cancer (EBC) have higher rates of recurrence and death for reasons that remain largely unexplained. PATIENTS AND METHODS Genomic sequencing was applied to HR+HER2- tumours from patients enrolled in the Suppression of Ovarian Function Trial (SOFT) to determine genomic drivers that are enriched in young premenopausal women. Genomic alterations were characterised using next-generation sequencing from a subset of 1276 patients (deep targeted sequencing, n = 1258; whole-exome sequencing in a young-age, case-control subsample, n = 82). We defined copy number (CN) subgroups and assessed for features suggestive of homologous recombination deficiency (HRD). Genomic alteration frequencies were compared between young premenopausal women (<40 years) and older premenopausal women (≥40 years), and assessed for associations with distant recurrence-free interval (DRFI) and overall survival (OS). RESULTS Younger women (<40 years, n = 359) compared with older women (≥40 years, n = 917) had significantly higher frequencies of mutations in GATA3 (19% versus 16%) and CN amplifications (CNAs) (47% versus 26%), but significantly lower frequencies of mutations in PIK3CA (32% versus 47%), CDH1 (3% versus 9%), and MAP3K1 (7% versus 12%). Additionally, they had significantly higher frequencies of features suggestive of HRD (27% versus 21%) and a higher proportion of PIK3CA mutations with concurrent CNAs (23% versus 11%). Genomic features suggestive of HRD, PIK3CA mutations with CNAs, and CNAs were associated with significantly worse DRFI and OS compared with those without these features. These poor prognostic features were enriched in younger patients: present in 72% of patients aged <35 years, 54% aged 35-39 years, and 40% aged ≥40 years. Poor prognostic features [n = 584 (46%)] versus none [n = 692 (54%)] had an 8-year DRFI of 84% versus 94% and OS of 88% versus 96%. Younger women (<40 years) had the poorest outcomes: 8-year DRFI 74% versus 85% and OS 80% versus 93%, respectively. CONCLUSION These results provide insights into genomic alterations that are enriched in young women with HR+HER2- EBC, provide rationale for genomic subgrouping, and highlight priority molecular targets for future clinical trials.
Collapse
Affiliation(s)
- S J Luen
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia; Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, Australia
| | - G Viale
- International Breast Cancer Study Group Central Pathology Office, IEO European Institute of Oncology IRCCS, University of Milan, Milan, Italy
| | - S Nik-Zainal
- Department of Medical Genetics & MRC Cancer Unit, The Clinical School, University of Cambridge, Cambridge, UK
| | - P Savas
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia; Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, Australia
| | - R Kammler
- International Breast Cancer Study Group, Coordinating Center, Central Pathology Office, Bern, Switzerland
| | - P Dell'Orto
- International Breast Cancer Study Group Central Pathology Office, Department of Pathology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - O Biasi
- Division of Pathology and Laboratory Medicine, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - A Degasperi
- Department of Medical Genetics & MRC Cancer Unit, The Clinical School, University of Cambridge, Cambridge, UK
| | - L C Brown
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia; Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, Australia
| | - I Láng
- Istenhegyi Health Center Oncology Clinic, National Institute of Oncology, Budapest, Hungary
| | - G MacGrogan
- Biopathology Department, Institut Bergonié Comprehensive Cancer Centre, Bordeaux, France
| | - C Tondini
- Osp. Papa Giovanni XXIII, Bergamo, Italy
| | - M Bellet
- Vall d'Hebron Institute of Oncology (VHIO) and Vall d'Hebron University Hospital, Barcelona, Spain
| | - F Villa
- Oncology Unit, Department of Oncology, Alessandro Manzoni Hospital, ASST Lecco, Lecco, Italy
| | - A Bernardo
- ICS Maugeri IRCCS, Medical Oncology Unit of Pavia Institute, Italy
| | - E Ciruelos
- University Hospital 12 de Octubre, Madrid, Spain
| | - P Karlsson
- Department of Oncology, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - P Neven
- Gynecologic Oncology and Multidisciplinary Breast Center, University Hospitals UZ-Leuven, KU Leuven, Leuven, Belgium
| | - M Climent
- Instituto Valenciano de Oncologia, Valencia, Spain
| | - B Müller
- Chilean Cooperative Group for Oncologic Research (GOCCHI), Santiago, Chile
| | - W Jochum
- Institute of Pathology, Cantonal Hospital St. Gallen, St. Gallen, Switzerland; Swiss Group for Clinical Cancer Research (SAKK), Berne, Switzerland
| | - H Bonnefoi
- Institut Bergonié Comprehensive Cancer Centre, Université de Bordeaux, INSERM U1218, Bordeaux, France; European Organization for Research and Treatment of Cancer (EORTC), Brussels, Belgium
| | - S Martino
- The Angeles Clinic and Research Institute, Santa Monica, USA
| | - N E Davidson
- Fred Hutchinson Cancer Research Center, University of Washington, Seattle, USA
| | - C Geyer
- Houston Methodist Cancer Center, NRG Oncology, Houston, USA
| | - S K Chia
- BC Cancer and Canadian Cancer Trials Group, Vancouver, Canada
| | - J N Ingle
- Mayo Clinic, Rochester, Minnesota, USA
| | - R Coleman
- National Institute for Health Research (NIHR) Cancer Research Network, University of Sheffield, Sheffield, UK
| | - C Solbach
- Breast Center, University Hospital, Goethe University Frankfurt, Frankfurt, Germany
| | - B Thürlimann
- Swiss Group for Clinical Cancer Research (SAKK), Berne, Switzerland; Breast Center, Kantonsspital, St. Gallen, Switzerland
| | - M Colleoni
- Division of Medical Senology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - A S Coates
- International Breast Cancer Study Group and University of Sydney, Sydney, Australia
| | - A Goldhirsch
- International Breast Cancer Study Group (IBCSG), Bern Switzerland and IEO European Institute of Oncology IRCCS, Milan, Italy
| | - G F Fleming
- Section of Hematology Oncology, The University of Chicago, Chicago, USA
| | - P A Francis
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia; Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, Australia
| | - T P Speed
- Bioinformatics Division, Walter and Eliza Hall Institute, Melbourne, Australia
| | - M M Regan
- Division of Biostatistics, International Breast Cancer Study Group Statistical Center, Dana-Farber Cancer Institute, Harvard Medical School, Boston, USA
| | - S Loi
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia; Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, Australia.
| |
Collapse
|
18
|
Zheng H, Ge C, Lin H, Zhou S, Tang W, Wang Q, Zhang X, Jin X, Xu X, Du J, Fu J. The impact of age on outcomes of breast cancer in different hormone receptor and HER2 groups. PLoS One 2023; 18:e0280474. [PMID: 36652446 PMCID: PMC9847906 DOI: 10.1371/journal.pone.0280474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Accepted: 01/02/2023] [Indexed: 01/19/2023] Open
Abstract
OBJECTIVE The aim of the current study was to explore the association between age and outcomes in breast cancer. METHODS Patients during 2010-2015 were identified from the Surveillance, Epidemiology, and End Results (SEER) database. Overall survival (OS) and breast cancer-specific death (BCSD) were taken as endpoints. The restrict cubic spline graph (RCS) was used to explore the relationship between age and outcomes in patients, and the cumulative incidence of BCSD and non-BCSD was calculated using the Gray method. Age-specific gene expression profiles were studied using RNA sequence data from the Cancer Genome Atlas (TCGA) database to explore whether there were young age-related gene or gene sets. RESULTS A total of 142,755 patients with breast cancer were included. The hazard ratio (HR) of OS for Patients with stage I-III breast cancer was roughly stable before 53 years old and increased significantly after that, and the HR of BCSD for these patients showed a U-shaped distribution when plotted against age, with patients younger than 50 years and patients older than 70 years experiencing the worst survival. Further stratified analysis according to molecular subtype revealed that the U-shaped distribution of the HR of BCSD with was only found in the Hormone receptor-positive/HER2-negative (HoR+/HER2-) subgroup. The cumulative incidence plots showed that young age was associated with worse BCSD in the breast cancer patients with stage I-III and HoR+/HER2- subgroup. In stage IV breast cancer, there was a linearity of the relationship between poor OS and increasing age. We failed to find any differentially expressed age-specific genes between 20-40 years and 41-60 years groups in 258 patients with stage I-III and HoR+/HER2- subtype. CONCLUSION Young age could predict worse BCSD of patient with stage I-III and HoR+/HER2- breast cancer. The escalating therapy was recommended to young age breast cancer with stage I-III and HoR+/HER2- subtype.
Collapse
Affiliation(s)
- Hongjuan Zheng
- Department of Medical Oncology, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, Zhejiang Province, China
| | - Chenyang Ge
- Department of Colorectal Surgery, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, Zhejiang Province, China
| | - Haiping Lin
- Department of Hepatobiliary Surgery, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, Zhejiang Province, China
| | - Shishi Zhou
- Department of Medical Oncology, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, Zhejiang Province, China
| | - Wanfen Tang
- Department of Medical Oncology, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, Zhejiang Province, China
| | - Qinghua Wang
- Department of Medical Oncology, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, Zhejiang Province, China
| | - Xia Zhang
- Department of Medical Oncology, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, Zhejiang Province, China
| | - Xiayun Jin
- Department of Medical Oncology, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, Zhejiang Province, China
| | - Xifeng Xu
- Department of Medical Oncology, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, Zhejiang Province, China
| | - Jinlin Du
- Department of Colorectal Surgery, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, Zhejiang Province, China
- * E-mail: (JF); (JD)
| | - Jianfei Fu
- Department of Medical Oncology, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, Zhejiang Province, China
- * E-mail: (JF); (JD)
| |
Collapse
|
19
|
Chatsirisupachai K, Lagger C, de Magalhães JP. Age-associated differences in the cancer molecular landscape. Trends Cancer 2022; 8:962-971. [PMID: 35811230 DOI: 10.1016/j.trecan.2022.06.007] [Citation(s) in RCA: 35] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 06/11/2022] [Accepted: 06/13/2022] [Indexed: 12/24/2022]
Abstract
Cancer is an age-related disease, as incidence and mortality for most types of cancer increase with age. However, how molecular alterations in tumors differ among patients of different ages remains poorly understood. Recent studies have shed light on the age-associated molecular landscapes in cancer. Here, we summarize the main findings of these current studies, highlighting major differences in the genomic, transcriptomic, epigenetic, and immunological landscapes between cancer in younger and older patients. Importantly, some cancer driver genes are mutated more frequently in younger or older patients. We discuss the potential roles of aging-related processes in shaping these age-related differences in cancer. We further emphasize the remaining unsolved questions that could provide important insights that will have implications in personalized medicine.
Collapse
Affiliation(s)
- Kasit Chatsirisupachai
- Integrative Genomics of Ageing Group, Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool L7 8TX, UK.
| | - Cyril Lagger
- Integrative Genomics of Ageing Group, Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool L7 8TX, UK
| | - João Pedro de Magalhães
- Integrative Genomics of Ageing Group, Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool L7 8TX, UK.
| |
Collapse
|
20
|
Buono G, Arpino G, Del Mastro L, Fabi A, Generali D, Puglisi F, Zambelli A, Cinieri S, Nuzzo F, Di Lauro V, Vigneri P, Bianchini G, Montemurro F, Gennari A, De Laurentiis M. Extended adjuvant endocrine treatment for premenopausal women: A Delphi approach to guide clinical practice. Front Oncol 2022; 12:1032166. [PMID: 36387212 PMCID: PMC9645191 DOI: 10.3389/fonc.2022.1032166] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Accepted: 09/22/2022] [Indexed: 10/02/2023] Open
Abstract
The use of an aromatase inhibitor (AI) in combination with ovarian function suppression (OFS) has become the mainstay of adjuvant endocrine therapy in high-risk premenopausal patients with hormone receptor-positive breast cancer. Although five years of such therapy effectively reduces recurrence rates, a substantial risk of late recurrence remains in this setting. Multiple trials have shown that extending AI treatment beyond five years could offer further protection. However, as these studies comprised only postmenopausal patients, no direct evidence currently exists to inform about the potential benefits and/or side effects of extended AI + OFS therapies in premenopausal women. Given these grey areas, we conducted a Delphi survey to report on the opinion of experts in breast cancer treatment and summarize a consensus on the discussed topics. A total of 44 items were identified, all centred around two main themes: 1) defining reliable prognostic factors to pinpoint premenopausal patients eligible for endocrine therapy extension; 2) designing how such therapy should optimally be administered in terms of treatment combinations and duration based on patients' menopausal status. Each item was separately discussed and anonymously voted by 12 experts representing oncological institutes spread across Italy. The consensus threshold was reached in 36 out of 44 items (82%). Herein, we discuss the levels of agreement/disagreement achieved by each item in relation to the current body of literature. In the absence of randomized trials to guide the tailoring of extended AI treatment in premenopausal women, conclusions from our study provide a framework to assist routine clinical practice.
Collapse
Affiliation(s)
- Giuseppe Buono
- Department of Breast and Thoracic Oncology, National Cancer Institute, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Fondazione “G. Pascale”, Naples, Italy
| | - Grazia Arpino
- Department of Clinical Medicine and Surgery, Oncology Division, University of Naples “Federico II”, Naples, Italy
| | - Lucia Del Mastro
- Department of Internal Medicine and Medical Specialties (DiMI), School of Medicine, University of Genova, Genoa, Italy
- Department of Medical Oncology, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) “San Martino” General Hospital, Genoa, Italy
| | - Alessandra Fabi
- Precision Medicine in Breast Cancer, Scientific Directorate, Department of Women Child and Public Health, Fondazione Policlinico Universitario A. Gemelli, Rome, Italy
| | - Daniele Generali
- Breast Cancer Unit, Azienda Socio-Sanitaria Territoriale di Cremona, Cremona, Italy
- Department of Medicine, Surgery and Health Sciences, University of Trieste, Trieste, Italy
| | - Fabio Puglisi
- Department of Medicine, University of Udine, Udine, Italy
- Department of Medical Oncology, Centro di Riferimento Oncologico (CRO) Aviano, National Cancer Institute, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Aviano, Italy
| | - Alberto Zambelli
- Medical Oncology, “Papa Giovanni XXIII” Hospital, Bergamo, Italy
| | - Saverio Cinieri
- Medical Oncology Division and Breast Unit, “Senatore Antonio Perrino” Hospital, Brindisi, Italy
| | - Francesco Nuzzo
- Department of Breast and Thoracic Oncology, National Cancer Institute, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Fondazione “G. Pascale”, Naples, Italy
| | - Vincenzo Di Lauro
- Department of Breast and Thoracic Oncology, National Cancer Institute, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Fondazione “G. Pascale”, Naples, Italy
| | - Paolo Vigneri
- Department of Clinical and Experimental Medicine, University of Catania, Catania, Italy
| | - Giampaolo Bianchini
- Department of Medical Oncology, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) “San Raffaele” Hospital, Milan, Italy
| | - Filippo Montemurro
- Breast Unit, Candiolo Cancer Institute, Fondazione del Piemonte per l’Oncologia - Istituto di Ricovero e Cura a Carattere Scientifico (FPO-IRCCS), Candiolo, Italy
| | - Alessandra Gennari
- Medical Oncology, Department of Translational Medicine, University of Eastern Piedmont, Novara, Italy
| | - Michelino De Laurentiis
- Department of Breast and Thoracic Oncology, National Cancer Institute, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Fondazione “G. Pascale”, Naples, Italy
| |
Collapse
|
21
|
Pinto AE, Matos J, Pereira T, Silva GL, André S. S-phase fraction, lymph node status and disease staging as the main prognostic factors to differentiate between young and older patients with invasive breast carcinoma. Oncol Lett 2022; 24:329. [PMID: 36039057 PMCID: PMC9404687 DOI: 10.3892/ol.2022.13449] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Accepted: 06/28/2022] [Indexed: 11/06/2022] Open
Abstract
The influence of age on the outcome of patients with invasive breast carcinoma (IBC) has not yet been fully established. The present study investigated two subgroups of patients either side of the age spectrum, and evaluated cytometric, histopathological and molecular characteristics. The series involved 219 patients with IBC that had long-term follow-up, which were divided into two subgroups: Young (≤45 years; n=103) and old patients (≥75 years; n=116). Immunohistochemical evaluation of hormonal receptors, Ki67 index and HER2 status (plus HER2 silver in situ hybridization in equivocal cases) were used as the basis for surrogate molecular subtyping. Ploidy and S-phase fraction (SPF) were analysed by DNA flow cytometry. Differences between the subgroups' characteristics were assessed by the two proportion Z test. Kaplan-Meier estimation and log-rank test were applied for survival analyses. The median age in the subgroups were 40 years (range, 19-45 years) in the young group and 78 years (range, 75-91 years) in the older subgroup. Young patients exhibited higher lymph node involvement, more advanced disease staging, higher SPF tumour proliferative activity, and a trend of lower incidence of Luminal A and higher incidence of Luminal B tumours. The median SPF value was significantly higher in young patients [7.1% (range, 1.5-23.7%) vs. 4.5% (range, 0.7-26.4%)], whereas the ploidy pattern showed no significant difference. In the whole series, as within IBC of no special type, young patients had a higher rate of recurrence (46.6 vs. 22.4%; P<0.001) and deaths from disease (35.9 vs. 20.7%; P=0.030), with a statistically significant difference for disease-free survival. In conclusion, the present study indicated that young patients with IBC exhibited more aggressive disease, with an increased risk of recurrence and shorter disease-free survival. SPF, lymph node status and staging appeared to be the main prognostic factors to differentiate young from older patients with IBC.
Collapse
Affiliation(s)
- António E. Pinto
- Department of Pathology, Portuguese Institute of Oncology of Lisbon, 1099-023 Lisbon, Portugal
| | - João Matos
- Department of Pathology, Portuguese Institute of Oncology of Lisbon, 1099-023 Lisbon, Portugal
| | - Teresa Pereira
- Department of Pathology, Portuguese Institute of Oncology of Lisbon, 1099-023 Lisbon, Portugal
| | - Giovani L. Silva
- Department of Mathematics, Higher Technical Institute, University of Lisbon, 1049-001 Lisbon, Portugal
- Centre for Statistics and Applications, University of Lisbon, 1749-016 Lisbon, Portugal
| | - Saudade André
- Department of Pathology, Portuguese Institute of Oncology of Lisbon, 1099-023 Lisbon, Portugal
| |
Collapse
|
22
|
Ingebriktsen LM, Finne K, Akslen LA, Wik E. A novel age-related gene expression signature associates with proliferation and disease progression in breast cancer. Br J Cancer 2022; 127:1865-1875. [PMID: 35995935 DOI: 10.1038/s41416-022-01953-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 08/01/2022] [Accepted: 08/05/2022] [Indexed: 11/09/2022] Open
Abstract
BACKGROUND AND OBJECTIVE Breast cancer (BC) diagnosed at ages <40 years presents with more aggressive tumour phenotypes and poorer clinical outcome compared to older BC patients. Here, we explored transcriptional BC alterations to gain a better understanding of age-related tumour biology, also subtype-stratified. METHODS We studied publicly available global BC mRNA expression (n = 3999) and proteomics data (n = 113), exploring differentially expressed genes, enriched gene sets, and gene networks in the young compared to older patients. RESULTS We identified transcriptional patterns reflecting increased proliferation and oncogenic signalling in BC of the young, also in subtype-stratified analyses. Six up-regulated hub genes built a novel age-related score, significantly associated with aggressive clinicopathologic features. A high 6 Gene Proliferation Score (6GPS) demonstrated independent prognostic value when adjusted for traditional clinicopathologic variables and the molecular subtypes. The 6GPS significantly associated also with disease-specific survival within the luminal, lymph node-negative and Oncotype Dx intermediate subset. CONCLUSIONS We here demonstrate evidence of higher tumour cell proliferation in young BC patients, also when adjusting for molecular subtypes, and identified a novel age-based six-gene signature pointing to aggressive tumour features, tumour proliferation, and reduced survival-also in patient subsets with expected good prognosis.
Collapse
Affiliation(s)
- L M Ingebriktsen
- Centre for Cancer Biomarkers CCBIO, Department of Clinical Medicine, Section for Pathology, University of Bergen, Bergen, Norway
| | - K Finne
- Centre for Cancer Biomarkers CCBIO, Department of Clinical Medicine, Section for Pathology, University of Bergen, Bergen, Norway
| | - L A Akslen
- Centre for Cancer Biomarkers CCBIO, Department of Clinical Medicine, Section for Pathology, University of Bergen, Bergen, Norway.,Department of Pathology, Haukeland University Hospital, Bergen, Norway
| | - E Wik
- Centre for Cancer Biomarkers CCBIO, Department of Clinical Medicine, Section for Pathology, University of Bergen, Bergen, Norway. .,Department of Pathology, Haukeland University Hospital, Bergen, Norway.
| |
Collapse
|
23
|
Shalabi SF, LaBarge MA. Cellular and molecular mechanisms of breast cancer susceptibility. Clin Sci (Lond) 2022; 136:1025-1043. [PMID: 35786748 DOI: 10.1042/cs20211158] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Revised: 06/16/2022] [Accepted: 06/22/2022] [Indexed: 11/17/2022]
Abstract
There is a plethora of recognized risk factors for breast cancer (BC) with poorly understood or speculative biological mechanisms. The lack of prevention options highlights the importance of understanding the mechanistic basis of cancer susceptibility and finding new targets for breast cancer prevention. Until now, we have understood risk and cancer susceptibility primarily through the application of epidemiology and assessing outcomes in large human cohorts. Relative risks are assigned to various human behaviors and conditions, but in general the associations are weak and there is little understanding of mechanism. Aging is by far the greatest risk factor for BC, and there are specific forms of inherited genetic risk that are well-understood to cause BC. We propose that bringing focus to the biology underlying these forms of risk will illuminate biological mechanisms of BC susceptibility.
Collapse
Affiliation(s)
- Sundus F Shalabi
- Department of Population Sciences, Beckman Research Institute, City of Hope, Duarte, CA, U.S.A
- Medical Research Center, Al-Quds University, Jerusalem, Palestine
| | - Mark A LaBarge
- Department of Population Sciences, Beckman Research Institute, City of Hope, Duarte, CA, U.S.A
- Center for Cancer and Aging, Beckman Research Institute, City of Hope, Duarte, CA, U.S.A
- Center for Cancer Biomarkers Research (CCBIO), Bergen, Norway
| |
Collapse
|
24
|
Radwan M, Abbas MMM, Afifi MAM, Mohammadein A, Al Malki JS. Fish Parasites and Heavy Metals Relationship in Wild and Cultivated Fish as Potential Health Risk Assessment in Egypt. FRONTIERS IN ENVIRONMENTAL SCIENCE 2022; 10. [DOI: 10.3389/fenvs.2022.890039] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2023]
Abstract
Despite wide studies of biomonitoring aquatic environment through dynamics of host–parasite interaction, bio-indicators to track the influence and accumulation of heavy metals on fish are still few. The present study sheds light on the relation between fish parasites and heavy metals as it threatens fish’s health and, as a consequence, that of humans after fish consumption. Samples of Nile tilapia (Oreochromis niloticus) were collected in Burullus Lake, a wild fish source, and from a private fish farm in Kafr El-Sheikh Governorate, in Egypt. They were exposed to various pollutants associated with anthropogenic activities to determine the levels of accumulation of Fe, Zn, and Cu, along with the top three most toxic metals (As, Cd, and Pb) in water and fish tissues of gills, intestine, liver, and muscles in both wild and farmedO. niloticus. The results showed the order of abundance: Fe < Zn < Pb < Cu < As < Cd. In waters of both farmed and wild fish, there was a significant negative relation between parasite prevalence and heavy metals, including Zn, Pb, and As. Also, there was a significant positive relation between parasite prevalence with Cu while no significant relation was found with Fe and Cd. Heavy metal content was significantly higher (p> 0.05) in non-infected than infected farmed and wildO. niloticus. In addition, a significantly decreased concentration (p> 0.05) of essential heavy metal was recorded in wild fish compared to farmed specimens, while non-essential heavy metal was significantly higher (p> 0.05) in wild compared to farmed fish. Bioaccumulation factors (BAF) of different organs ofO. niloticuswere ranked in ascending order: Liver > Gills > Intestine > Muscles. In general, the risk assessment showed safe human consumption of farmed and wild fish under the reported environmental conditions in this study. Moreover, the parasite's presence can be adopted as a surrogate indicator to estimate the potential impact of heavy metal pollution and accumulation.
Collapse
|
25
|
Delineation of Pathogenomic Insights of Breast Cancer in Young Women. Cells 2022; 11:cells11121927. [PMID: 35741056 PMCID: PMC9221490 DOI: 10.3390/cells11121927] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Revised: 06/03/2022] [Accepted: 06/10/2022] [Indexed: 12/12/2022] Open
Abstract
The prognosis of breast cancer (BC) in young women (BCYW) aged ≤40 years tends to be poorer than that in older patients due to aggressive phenotypes, late diagnosis, distinct biologic, and poorly understood genomic features of BCYW. Considering the estimated predisposition of only approximately 15% of the BC population to BC-promoting genes, the underlying reasons for an increased occurrence of BCYW, at large, cannot be completely explained based on general risk factors for BC. This underscores the need for the development of next-generation of tissue- and body fluid-based prognostic and predictive biomarkers for BCYW. Here, we identified the genes associated with BCYW with a particular focus on the age, intrinsic BC subtypes, matched normal or normal breast tissues, and BC laterality. In young women with BC, we observed dysregulation of age-associated cancer-relevant gene sets in both cancer and normal breast tissues, sub-sets of which substantially affected the overall survival (OS) or relapse-free survival (RFS) of patients with BC and exhibited statically significant correlations with several gene modules associated with cellular processes such as the stroma, immune responses, mitotic progression, early response, and steroid responses. For example, high expression of COL1A2, COL5A2, COL5A1, NPY1R, and KIAA1644 mRNAs in the BC and normal breast tissues from young women correlated with a substantial reduction in the OS and RFS of BC patients with increased levels of these exemplified genes. Many of the genes upregulated in BCYW were overexpressed or underexpressed in normal breast tissues, which might provide clues regarding the potential involvement of such genes in the development of BC later in life. Many of BCYW-associated gene products were also found in the extracellular microvesicles/exosomes secreted from breast and other cancer cell-types as well as in body fluids such as urine, saliva, breast milk, and plasma, raising the possibility of using such approaches in the development of non-invasive, predictive and prognostic biomarkers. In conclusion, the findings of this study delineated the pathogenomics of BCYW, providing clues for future exploration of the potential predictive and prognostic importance of candidate BCYW molecules and research strategies as well as a rationale to undertake a prospective clinical study to examine some of testable hypotheses presented here. In addition, the results presented here provide a framework to bring out the importance of geographical disparities, to overcome the current bottlenecks in BCYW, and to make the next quantum leap for sporadic BCYW research and treatment.
Collapse
|
26
|
Waks AG, Kim D, Jain E, Snow C, Kirkner GJ, Rosenberg SM, Oh C, Poorvu PD, Ruddy KJ, Tamimi RM, Peppercorn J, Schapira L, Borges VF, Come SE, Brachtel EF, Warner E, Collins LC, Partridge AH, Wagle N. Somatic and Germline Genomic Alterations in Very Young Women with Breast Cancer. Clin Cancer Res 2022; 28:2339-2348. [PMID: 35101884 PMCID: PMC9359721 DOI: 10.1158/1078-0432.ccr-21-2572] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Revised: 11/17/2021] [Accepted: 01/26/2022] [Indexed: 01/07/2023]
Abstract
PURPOSE Young age at breast cancer diagnosis correlates with unfavorable clinicopathologic features and worse outcomes compared with older women. Understanding biological differences between breast tumors in young versus older women may lead to better therapeutic approaches for younger patients. EXPERIMENTAL DESIGN We identified 100 patients ≤35 years old at nonmetastatic breast cancer diagnosis who participated in the prospective Young Women's Breast Cancer Study cohort. Tumors were assigned a surrogate intrinsic subtype based on receptor status and grade. Whole-exome sequencing of tumor and germline samples was performed. Genomic alterations were compared with older women (≥45 years old) in The Cancer Genome Atlas, according to intrinsic subtype. RESULTS Ninety-three tumors from 92 patients were successfully sequenced. Median age was 32.5 years; 52.7% of tumors were hormone receptor-positive/HER2-negative, 28.0% HER2-positive, and 16.1% triple-negative. Comparison of young to older women (median age 61 years) with luminal A tumors (N = 28 young women) revealed three significant differences: PIK3CA alterations were more common in older patients, whereas GATA3 and ARID1A alterations were more common in young patients. No significant genomic differences were found comparing age groups in other intrinsic subtypes. Twenty-two patients (23.9%) in the Young Women's Study cohort carried a pathogenic germline variant, most commonly (13 patients, 14.1%) in BRCA1/2. CONCLUSIONS Somatic alterations in three genes (PIK3CA, GATA3, and ARID1A) occur at different frequencies in young versus older women with luminal A breast cancer. Additional investigation of these genes and associated pathways could delineate biological susceptibilities and improve treatment options for young patients with breast cancer. See related commentary by Yehia and Eng, p. 2209.
Collapse
Affiliation(s)
- Adrienne G. Waks
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts
| | - Dewey Kim
- Dana-Farber Cancer Institute, Boston, Massachusetts.,The Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Esha Jain
- Dana-Farber Cancer Institute, Boston, Massachusetts.,The Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Craig Snow
- Dana-Farber Cancer Institute, Boston, Massachusetts
| | | | - Shoshana M. Rosenberg
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts
| | - Coyin Oh
- Harvard Medical School, Boston, Massachusetts
| | - Philip D. Poorvu
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts
| | | | | | - Jeffrey Peppercorn
- Harvard Medical School, Boston, Massachusetts.,Massachusetts General Hospital, Boston, Massachusetts
| | - Lidia Schapira
- Stanford Cancer Institute, Stanford University, Palo Alto, California
| | | | - Steven E. Come
- Harvard Medical School, Boston, Massachusetts.,Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | - Elena F. Brachtel
- Massachusetts General Hospital, Boston, Massachusetts.,Maastricht University Medical Center, Maastricht, the Netherlands
| | - Ellen Warner
- Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Laura C. Collins
- Harvard Medical School, Boston, Massachusetts.,Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | - Ann H. Partridge
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts
| | - Nikhil Wagle
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts.,The Broad Institute of MIT and Harvard, Cambridge, Massachusetts.,Corresponding Author: Nikhil Wagle, Medical Oncology, Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA 02115. E-mail:
| |
Collapse
|
27
|
Evaluation of cfDNA as an early detection assay for dense tissue breast cancer. Sci Rep 2022; 12:8458. [PMID: 35589867 PMCID: PMC9120463 DOI: 10.1038/s41598-022-12457-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Accepted: 05/06/2022] [Indexed: 11/23/2022] Open
Abstract
A cell-free DNA (cfDNA) assay would be a promising approach to early cancer diagnosis, especially for patients with dense tissues. Consistent cfDNA signatures have been observed for many carcinogens. Recently, investigations of cfDNA as a reliable early detection bioassay have presented a powerful opportunity for detecting dense tissue screening complications early. We performed a prospective study to evaluate the potential of characterizing cfDNA as a central element in the early detection of dense tissue breast cancer (BC). Plasma samples were collected from 32 consenting subjects with dense tissue and positive mammograms, 20 with positive biopsies and 12 with negative biopsies. After screening and before biopsy, cfDNA was extracted, and whole-genome next-generation sequencing (NGS) was performed on all samples. Copy number alteration (CNA) and single nucleotide polymorphism (SNP)/insertion/deletion (Indel) analyses were performed to characterize cfDNA. In the positive-positive subjects (cases), a total of 5 CNAs overlapped with 5 previously
reported BC-related oncogenes (KSR2, MAP2K4, MSI2, CANT1 and MSI2). In addition, 1 SNP was detected in KMT2C, a BC oncogene, and 9 others were detected in or near 10 genes (SERAC1, DAGLB, MACF1, NVL, FBXW4, FANK1, KCTD4, CAVIN1; ATP6V0A1 and ZBTB20-AS1) previously associated with non-BC cancers. For the positive–negative subjects (screening), 3 CNAs were detected in BC genes (ACVR2A, CUL3 and PIK3R1), and 5 SNPs were identified in 6 non-BC cancer genes (SNIP1, TBC1D10B, PANK1, PRKCA and RUNX2; SUPT3H). This study presents evidence of the potential of using cfDNA somatic variants as dense tissue BC biomarkers from a noninvasive liquid bioassay for early cancer detection.
Collapse
|
28
|
Oliveira LJC, Amorim LC, Megid TBC, de Resende CAA, Mano MS. Gene expression signatures in early Breast Cancer: better together with clinicopathological features. Crit Rev Oncol Hematol 2022; 175:103708. [DOI: 10.1016/j.critrevonc.2022.103708] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Revised: 05/09/2022] [Accepted: 05/11/2022] [Indexed: 12/24/2022] Open
|
29
|
Kumar R, Abreu C, Toi M, Saini S, Casimiro S, Arora A, Paul AM, Velaga R, Rameshwar P, Lipton A, Gupta S, Costa L. Oncobiology and treatment of breast cancer in young women. Cancer Metastasis Rev 2022; 41:749-770. [PMID: 35488982 DOI: 10.1007/s10555-022-10034-6] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Accepted: 04/14/2022] [Indexed: 12/20/2022]
Abstract
Female breast cancer emerged as the leading cancer type in terms of incidence globally in 2020. Although mortality due to breast cancer has improved during the past three decades in many countries, this trend has reversed in women less than 40 years since the past decade. From the biological standpoint, there is consensus among experts regarding the clinically relevant definition of breast cancer in young women (BCYW), with an age cut-off of 40 years. The idea that breast cancer is an aging disease has apparently broken in the case of BCYW due to the young onset and an overall poor outcome of BCYW patients. In general, younger patients exhibit a worse prognosis than older pre- and postmenopausal patients due to the aggressive nature of cancer subtypes, a high percentage of cases with advanced stages at diagnosis, and a high risk of relapse and death in younger patients. Because of clinically and biologically unique features of BCYW, it is suspected to represent a distinct biologic entity. It is unclear why BCYW is more aggressive and has an inferior prognosis with factors that contribute to increased incidence. However, unique developmental features, adiposity and immune components of the mammary gland, hormonal interplay and crosstalk with growth factors, and a host of intrinsic and extrinsic risk factors and cellular regulatory interactions are considered to be the major contributing factors. In the present article, we discuss the status of BCYW oncobiology, therapeutic interventions and considerations, current limitations in fully understanding the basis and underlying cause(s) of BCYW, understudied areas of BCYW research, and postulated advances in the coming years for the field.
Collapse
Affiliation(s)
- Rakesh Kumar
- Cancer Research Institute, Himalayan Institute of Medical Sciences, Swami Rama Himalayan University, Dehradun, India. .,Cancer Research Program, Rajiv Gandhi Centre for Biotechnology, Trivandrum, India. .,Department of Medicine, Division of Hematology and Oncology, Rutgers New Jersey Medical School, Newark, NJ, USA. .,Department of Human and Molecular Genetics, Virginia Commonwealth University, School of Medicine, Richmond, VA, USA.
| | - Catarina Abreu
- Department of Medical Oncology, Hospital de Santa Maria- Centro Hospitalar Universitário Lisboa Norte, Lisbon, Portugal
| | - Masakazu Toi
- Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Sunil Saini
- Cancer Research Institute, Himalayan Institute of Medical Sciences, Swami Rama Himalayan University, Dehradun, India
| | - Sandra Casimiro
- Instituto de Medicina Molecular-João Lobo Antunes, Faculdade de Medicina da Universidade de Lisboa, Lisbon, Portugal
| | - Anshika Arora
- Cancer Research Institute, Himalayan Institute of Medical Sciences, Swami Rama Himalayan University, Dehradun, India
| | - Aswathy Mary Paul
- Cancer Research Program, Rajiv Gandhi Centre for Biotechnology, Trivandrum, India
| | - Ravi Velaga
- Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Pranela Rameshwar
- Department of Medicine, Division of Hematology and Oncology, Rutgers New Jersey Medical School, Newark, NJ, USA
| | - Allan Lipton
- Hematology-Oncology, Department of Medicine, Penn State University School of Medicine, Hershey, PA, USA
| | - Sudeep Gupta
- Department of Medical Oncology, Tata Memorial Centre and Homi Bhabha National Institute, Mumbai, India
| | - Luis Costa
- Department of Medical Oncology, Hospital de Santa Maria- Centro Hospitalar Universitário Lisboa Norte, Lisbon, Portugal.,Instituto de Medicina Molecular-João Lobo Antunes, Faculdade de Medicina da Universidade de Lisboa, Lisbon, Portugal
| |
Collapse
|
30
|
Yang Y, Wei W, Jin L, He H, Wei M, Shen S, Pi H, Liu Z, Li H, Liu J. Comparison of the Characteristics and Prognosis Between Very Young Women and Older Women With Breast Cancer: A Multi-Institutional Report From China. Front Oncol 2022; 12:783487. [PMID: 35280812 PMCID: PMC8907474 DOI: 10.3389/fonc.2022.783487] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2021] [Accepted: 01/24/2022] [Indexed: 11/17/2022] Open
Abstract
Purpose Our understanding of breast cancer in very young women (≤35 years old) remains limited. We aimed to assess the clinicopathological characteristics, molecular subtype, and treatment distribution and prognosis of these young patients compared with patients over 35 years. Methods We retrospectively analyzed non-metastatic female breast cancer cases treated at three Chinese academic hospitals between January 1, 2008, and December 31, 2018. Local recurrence-free survival (LRFS), disease-free survival (DFS), and overall survival (OS) were compared between different age groups and stratified with distinct molecular subtypes. Results A total of 11,671 women were eligible for the final analyses, and 1,207 women (10.3%) were ≤35 years at disease onset. Very young breast cancer women were more likely to be single or childless, have higher-grade disease, have more probability of lymphovascular invasion (LVI) in tumor and triple-negative subtype, and be treated by lumpectomy, chemotherapy especially more anthracycline- and paclitaxel-based chemotherapy, endocrine therapy plus ovarian function suppression (OFS), anti-HER2 therapy, and/or radiotherapy than older women (P < 0.05 for all). Very young women had the lowest 5-year LRFS and DFS among all age groups (P < 0.001 for all). When stratified by molecular subtype, very young women had the worst outcomes vs. women from the 35~50-year-old group or those from >50-year-old group for hormone receptor-positive (HR+)/human epidermal growth factor receptor 2-negative (HER2−) subtype, including LRFS, DFS, and OS (P < 0.05 for all). In terms of LRFS and DFS, multivariate analyses showed similar results among the different age groups. Conclusion Our study demonstrated that very young women with breast cancer had higher-grade tumors, more probability of LVI in tumor, and more triple-negative subtype, when compared with older patients. They had less favorable survival outcomes, especially for patients with the HR+/HER2− subtype.
Collapse
Affiliation(s)
- Yaping Yang
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Breast Tumor Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Weidong Wei
- Department of Breast Surgery, Sun Yat-sen University Cancer Center, Sun Yat-sen University, Guangzhou, China
| | - Liang Jin
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Breast Tumor Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Haiyan He
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Breast Tumor Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Mengna Wei
- School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Shiyu Shen
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Breast Tumor Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Hao Pi
- Department of Thyroid and Breast Surgery, Changhai Hospital, Second Military Medical University, Shanghai, China
| | - Zhiqin Liu
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Breast Tumor Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Hengyu Li
- Department of Thyroid and Breast Surgery, Changhai Hospital, Second Military Medical University, Shanghai, China
| | - Jieqiong Liu
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Breast Tumor Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| |
Collapse
|
31
|
Tu SM, Pisters LL. Stem-Cell Theory of Cancer: Implications for Antiaging and Anticancer Strategies. Cancers (Basel) 2022; 14:1338. [PMID: 35267646 PMCID: PMC8909197 DOI: 10.3390/cancers14051338] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Revised: 02/16/2022] [Accepted: 02/28/2022] [Indexed: 12/03/2022] Open
Abstract
A stem-cell theory of cancer predicates that not only does the cell affect the niche, the niche also affects the cell. It implicates that even though genetic makeup may be supreme, cellular context is key. When we attempt to solve the mystery of a long cancer-free life, perhaps we need to search no further than the genetics and epigenetics of the naked mole-rat. When we try to unlock the secrets in the longevity and quality of life, perhaps we need to look no further than the lifestyle and habits of the super centenarians. We speculate that people with Down's syndrome and progeria age faster but have fewer cancers, because they are depleted of stem cells, and, as a consequence, have fewer opportunities for stem cell defects that could predispose them to the development of cancer. We contemplate whether these incredible experiments of nature may provide irrefutable evidence that cancer is a stem-cell disease-fewer aberrant stem cells, fewer cancers; no defective stem cells, no cancer. In this perspective, we investigate a stem-cell origin of aging and cancer. We elaborate an intriguing inverse relationship between longevity and malignancy in the naked mole-rat, in Down's syndrome, and in progeria. We postulate that stem-cell pools and stemness factors may affect aging and dictate cancer. We propose that a healthy microbiome may protect and preserve stem cell reserves and provide meaningful antiaging effects and anticancer benefits.
Collapse
Affiliation(s)
- Shi-Ming Tu
- Division of Hematology/Oncology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA
| | - Louis L. Pisters
- Department of Urology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA;
| |
Collapse
|
32
|
Saotome M, Poduval DB, Nair R, Cooper M, Takaku M. GATA3 Truncation Mutants Alter EMT Related Gene Expression via Partial Motif Recognition in Luminal Breast Cancer Cells. Front Genet 2022; 13:820532. [PMID: 35154280 PMCID: PMC8831884 DOI: 10.3389/fgene.2022.820532] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Accepted: 01/10/2022] [Indexed: 12/13/2022] Open
Abstract
GATA3 is known to be one of the most frequently mutated genes in breast cancer. More than 10% of breast tumors carry mutations in this gene. However, the functional consequence of GATA3 mutations is still largely unknown. Clinical data suggest that different types of GATA3 mutations may have distinct roles in breast cancer characterization. In this study, we have established three luminal breast cancer cell lines that stably express different truncation mutants (X308 splice site deletion, C321 frameshift, and A333 frameshift mutants) found in breast cancer patients. Transcriptome analysis identified common and distinct gene expression patterns in these GATA3 mutant cell lines. In particular, the impacts on epithelial-to-mesenchymal transition (EMT) related genes are similar across these mutant cell lines. Chromatin localization of the mutants is highly overlapped and exhibits non-canonical motif enrichment. Interestingly, the A333 frameshift mutant expressed cells displayed the most significant impact on the GATA3 binding compared to X308 splice site deletion and C321fs mutants expressed cells. Our results suggest the common and different roles of GATA3 truncation mutations during luminal breast cancer development.
Collapse
|
33
|
Serio PADMP, de Lima Pereira GF, Katayama MLH, Roela RA, Maistro S, Folgueira MAAK. Somatic Mutational Profile of High-Grade Serous Ovarian Carcinoma and Triple-Negative Breast Carcinoma in Young and Elderly Patients: Similarities and Divergences. Cells 2021; 10:cells10123586. [PMID: 34944094 PMCID: PMC8700427 DOI: 10.3390/cells10123586] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Revised: 11/16/2021] [Accepted: 11/23/2021] [Indexed: 12/30/2022] Open
Abstract
Background: Triple-negative breast cancer (TNBC) and High-Grade Serous Ovarian Cancer (HGSOC) are aggressive malignancies that share similarities; however, different ages of onset may reflect distinct tumor behaviors. Thus, our aim was to compare somatic mutations in potential driver genes in 109 TNBC and 81 HGSOC from young (Y ≤ 40 years) and elderly (E ≥ 75 years) patients. Methods: Open access mutational data (WGS or WES) were collected for TNBC and HGSOC patients. Potential driver genes were those that were present in the Cancer Gene Census—CGC, the Candidate Cancer Gene Database—CCGD, or OncoKB and those that were considered pathogenic in variant effect prediction tools. Results: Mutational signature 3 (homologous repair defects) was the only gene that was represented in all four subgroups. The median number of mutated CGCs per sample was similar in HGSOC (Y:3 vs. E:4), but it was higher in elderly TNBC than it was in young TNBC (Y:3 vs. E:6). At least 90% of the samples from TNBC and HGSOC from Y and E patients presented at least one known affected TSG. Besides TP53, which was mutated in 67–83% of the samples, the affected TSG in TP53 wild-type samples were NF1 (yHGSOC and yTNBC), PHF6 (eHGSOC and yTNBC), PTEN, PIK3R1 and ZHFX3 (yTNBC), KMT2C, ARID1B, TBX3, and ATM (eTNBC). A few samples only presented one affected oncogene (but no TSG): KRAS and TSHR in eHGSOC and RAC1 and PREX2 (a regulator of RAC1) in yTNBC. At least ⅔ of the tumors presented mutated oncogenes associated with tumor suppressor genes; the Ras and/or PIK3CA signaling pathways were altered in 15% HGSOC and 20–35% TNBC (Y vs. E); DNA repair genes were mutated in 19–33% of the HGSOC tumors but were more frequently mutated in E-TNBC (56%). However, in HGSOC, 9.5% and 3.3% of the young and elderly patients, respectively, did not present any tumors with an affected CGC nor did 4.65% and none of the young and elderly TNBC patients. Conclusion: Most HGSOC and TNBC from young and elderly patients present an affected TSG, mainly TP53, as well as mutational signature 3; however, a few tumors only present an affected oncogene or no affected cancer-causing genes.
Collapse
|
34
|
Kim HJ, Kim S, Freedman RA, Partridge AH. The impact of young age at diagnosis (age <40 years) on prognosis varies by breast cancer subtype: A U.S. SEER database analysis. Breast 2021; 61:77-83. [PMID: 34923225 PMCID: PMC8693310 DOI: 10.1016/j.breast.2021.12.006] [Citation(s) in RCA: 50] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Revised: 12/09/2021] [Accepted: 12/12/2021] [Indexed: 12/20/2022] Open
Abstract
Purpose Women under 40 years old are at increased risk for developing human epidermal growth factor receptor 2 (HER2) positive or triple negative subtype and more advanced breast cancer, yet young age itself has also historically been an independent prognostic factor. Methods Using the Surveillance, Epidemiology, and End Results (SEER) Program, we examined data for 271,173 women with stage I-III breast cancer between 2010 and 2015. Using Fine and Gray regression models to account for competing risks, we examined the risk of breast cancer-specific death by age and clinical subtypes, considering grade, hormone receptor (HR) and HER2 status, adjusting for demographic, clinical and treatment variables. Results Of 271,173 women eligible for analysis, 14,109 were <40 years of age. Women under 40 years old were more likely to be non-white, uninsured, and to have higher stage, higher grade, HER2-positive and triple-negative subtype disease (all, p < 0.001). Compared to women ages 40–60, women ages <40 had higher breast cancer mortality (hazard ratio, 1.8; 95% confidence interval (CI) 1.6–1.9) in unadjusted analysis. In models controlling for demographic, clinical and treatment factors, young age was significantly associated with an increased risk of breast cancer mortality among women with HR-positive, lower grade disease (hazard ratio 1.7; 95% CI 1.4–2.1) but not for women with high grade/HR-positive, HER2-positive, or triple-negative disease. Women age >75 had increased breast cancer mortality in all subtypes. Conclusion With modern clinical subtyping, age under 40 remains independently associated with worse outcomes in 30 months follow-up only in HR-positive, lower grade disease. Young women present with more advanced and aggressive types of breast cancer. Young age is not an independent prognostic factor in HER2+ breast cancer or TNBC. Young age is independently associated with poor outcomes in HR+/lower grade disease.
Collapse
Affiliation(s)
- Hee Jeong Kim
- Department of Surgery, College of Medicine, University of Ulsan, Asan Medical Center, Seoul, South Korea
| | - Seonok Kim
- Department of Clinical Epidemiology and Biostatistics, Asan Medical Center, Seoul, Republic of Korea
| | - Rachel A Freedman
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Ann H Partridge
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.
| |
Collapse
|
35
|
Van Herck Y, Feyaerts A, Alibhai S, Papamichael D, Decoster L, Lambrechts Y, Pinchuk M, Bechter O, Herrera-Caceres J, Bibeau F, Desmedt C, Hatse S, Wildiers H. Is cancer biology different in older patients? THE LANCET HEALTHY LONGEVITY 2021; 2:e663-e677. [DOI: 10.1016/s2666-7568(21)00179-3] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 07/14/2021] [Accepted: 07/15/2021] [Indexed: 12/13/2022]
|
36
|
Hu W, Li M, Zhang Q, Liu C, Wang X, Li J, Qiu S, Li L. Establishment of a novel CNV-related prognostic signature predicting prognosis in patients with breast cancer. J Ovarian Res 2021; 14:103. [PMID: 34364397 PMCID: PMC8349487 DOI: 10.1186/s13048-021-00823-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Accepted: 05/10/2021] [Indexed: 01/17/2023] Open
Abstract
BACKGROUND Copy number variation (CNVs) is a key factor in breast cancer development. This study determined prognostic molecular characteristics to predict breast cancer through performing a comprehensive analysis of copy number and gene expression data. METHODS Breast cancer expression profiles, CNV and complete information from The Cancer Genome Atlas (TCGA) dataset were collected. Gene Expression Omnibus (GEO) chip data sets (GSE20685 and GSE31448) containing breast cancer samples were used as external validation sets. Univariate survival COX analysis, multivariate survival COX analysis, least absolute shrinkage and selection operator (LASSO), Chi square, Kaplan-Meier (KM) survival curve and receiver operating characteristic (ROC) analysis were applied to build a gene signature model and assess its performance. RESULTS A total of 649 CNV related-differentially expressed gene obtained from TCGA-breast cancer dataset were related to several cancer pathways and functions. A prognostic gene sets with 9 genes were developed to stratify patients into high-risk and low-risk groups, and its prognostic performance was verified in two independent patient cohorts (n = 327, 246). The result uncovered that 9-gene signature could independently predict breast cancer prognosis. Lower mutation of PIK3CA and higher mutation of TP53 and CDH1 were found in samples with high-risk score compared with samples with low-risk score. Patients in the high-risk group showed higher immune score, malignant clinical features than those in the low-risk group. The 9-gene signature developed in this study achieved a higher AUC. CONCLUSION The current research established a 5-CNV gene signature to evaluate prognosis of breast cancer patients, which may innovate clinical application of prognostic assessment.
Collapse
Affiliation(s)
- Wei Hu
- Department of Thyroid and Breast Surgery, Zibo Central Hospital, Zibo, 255036, China
| | - Mingyue Li
- Department of Rehabilitation Medicine, The Third Affilated Hospital, Sun Yat-sen University, Guangzhou, 510000, China
| | - Qi Zhang
- Blood Transfusion Department, Zibo Central Hospital, Zibo, 255036, China
| | - Chuan Liu
- Department of Thyroid and Breast Surgery, Zibo Central Hospital, Zibo, 255036, China
| | - Xinmei Wang
- Department of Pathology, ZiBo Central Hospital, Zibo, 255036, China
| | - Jing Li
- Department of Pathology, ZiBo Central Hospital, Zibo, 255036, China.
| | - Shusheng Qiu
- Department of Thyroid and Breast Surgery, Zibo Central Hospital, Zibo, 255036, China.
| | - Liang Li
- Department of Thyroid and Breast Surgery, Zibo Central Hospital, Zibo, 255036, China.
| |
Collapse
|
37
|
Wu AML, Gossa S, Samala R, Chung MA, Gril B, Yang HH, Thorsheim HR, Tran AD, Wei D, Taner E, Isanogle K, Yang Y, Dolan EL, Robinson C, Difilippantonio S, Lee MP, Khan I, Smith QR, McGavern DB, Wakefield LM, Steeg PS. Aging and CNS Myeloid Cell Depletion Attenuate Breast Cancer Brain Metastasis. Clin Cancer Res 2021; 27:4422-4434. [PMID: 34083229 PMCID: PMC9974011 DOI: 10.1158/1078-0432.ccr-21-1549] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Revised: 05/17/2021] [Accepted: 05/21/2021] [Indexed: 11/16/2022]
Abstract
PURPOSE Breast cancer diagnosed in young patients is often aggressive. Because primary breast tumors from young and older patients have similar mutational patterns, we hypothesized that the young host microenvironment promotes more aggressive metastatic disease. EXPERIMENTAL DESIGN Triple-negative or luminal B breast cancer cell lines were injected into young and older mice side-by-side to quantify lung, liver, and brain metastases. Young and older mouse brains, metastatic and naïve, were analyzed by flow cytometry. Immune populations were depleted using antibodies or a colony-stimulating factor-1 receptor (CSF-1R) inhibitor, and brain metastasis assays were conducted. Effects on myeloid populations, astrogliosis, and the neuroinflammatory response were determined. RESULTS Brain metastases were 2- to 4-fold higher in young as compared with older mouse hosts in four models of triple-negative or luminal B breast cancer; no age effect was observed on liver or lung metastases. Aged brains, naïve or metastatic, contained fewer resident CNS myeloid cells. Use of a CSF-1R inhibitor to deplete myeloid cells, including both microglia and infiltrating macrophages, preferentially reduced brain metastasis burden in young mice. Downstream effects of CSF-1R inhibition in young mice resembled that of an aged brain in terms of myeloid numbers, induction of astrogliosis, and Semaphorin 3A secretion within the neuroinflammatory response. CONCLUSIONS Host microenvironmental factors contribute to the aggressiveness of triple-negative and luminal B breast cancer brain metastasis. CSF-1R inhibitors may hold promise for young brain metastasis patients.
Collapse
Affiliation(s)
- Alex Man Lai Wu
- Women's Malignancies Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland
| | - Selamawit Gossa
- Viral Immunology and Intravital Imaging Section, National Institute of Neurological Disorders and Stroke, Bethesda, Maryland
| | - Ramakrishna Samala
- School of Pharmacy, Texas Tech University Health Sciences Center, Amarillo, Texas
| | - Monika A Chung
- Women's Malignancies Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland
| | - Brunilde Gril
- Women's Malignancies Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland
| | - Howard H Yang
- Laboratory of Cancer Biology and Genetics, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland
| | - Helen R Thorsheim
- School of Pharmacy, Texas Tech University Health Sciences Center, Amarillo, Texas
| | - Andy D Tran
- Laboratory of Cancer Biology and Genetics, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland
- CCR Microscopy Core, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland
| | - Debbie Wei
- Women's Malignancies Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland
| | - Esra Taner
- Women's Malignancies Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland
| | - Kristine Isanogle
- Laboratory Animal Sciences Program, Frederick National Laboratory for Cancer Research, National Cancer Institute, Frederick, Maryland
| | - Yuan Yang
- Laboratory of Cancer Biology and Genetics, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland
| | - Emma L Dolan
- Women's Malignancies Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland
| | - Christina Robinson
- Laboratory Animal Sciences Program, Frederick National Laboratory for Cancer Research, National Cancer Institute, Frederick, Maryland
| | - Simone Difilippantonio
- Laboratory Animal Sciences Program, Frederick National Laboratory for Cancer Research, National Cancer Institute, Frederick, Maryland
| | - Maxwell P Lee
- Laboratory of Cancer Biology and Genetics, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland
| | - Imran Khan
- Women's Malignancies Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland
| | - Quentin R Smith
- School of Pharmacy, Texas Tech University Health Sciences Center, Amarillo, Texas
| | - Dorian B McGavern
- Viral Immunology and Intravital Imaging Section, National Institute of Neurological Disorders and Stroke, Bethesda, Maryland
| | - Lalage M Wakefield
- Laboratory of Cancer Biology and Genetics, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland
| | - Patricia S Steeg
- Women's Malignancies Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland.
| |
Collapse
|
38
|
Okano M, Oshi M, Mukhopadhyay S, Qi Q, Yan L, Endo I, Ohtake T, Takabe K. Octogenarians' Breast Cancer Is Associated with an Unfavorable Tumor Immune Microenvironment and Worse Disease-Free Survival. Cancers (Basel) 2021; 13:2933. [PMID: 34208219 PMCID: PMC8230790 DOI: 10.3390/cancers13122933] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Revised: 06/05/2021] [Accepted: 06/08/2021] [Indexed: 01/26/2023] Open
Abstract
Elderly patients are known to have a worse prognosis for breast cancer. This is commonly blamed on their medical comorbidities and access to care. However, in addition to these social issues, we hypothesized that the extreme elderly (octogenarians-patients over 80 years old) have biologically worse cancer with unfavorable tumor immune microenvironment. The Cancer Genomic Atlas (TCGA) and the Molecular Taxonomy of Breast Cancer International Consortium (METABRIC) breast cancer cohorts were analyzed. The control (aged 40-65) and octogenarians numbered 668 and 53 in TCGA and 979 and 118 in METABRIC, respectively. Octogenarians had significantly worse breast cancer-specific survival in both cohorts (p < 0.01). Octogenarians had a higher ER-positive subtype rate than controls in both cohorts. Regarding PAM50 classification, luminal-A and -B subtypes were significantly higher in octogenarians, whereas basal and claudin-low subtypes were significantly lower (p < 0.05) in octogenarians. There was no difference in tumor mutation load, intratumor heterogeneity, or cytolytic activity by age. However, the octogenarian cohort was significantly associated with high infiltration of pro-cancer immune cells, M2 macrophage, and regulatory T cells in both cohorts (p < 0.05). Our results demonstrate that octogenarians' breast cancer is associated with worse survival and with an unfavorable tumor immune microenvironment.
Collapse
Affiliation(s)
- Maiko Okano
- Breast Surgery, Department of Surgical Oncology, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA; (M.O.); (M.O.); (S.M.)
- Department of Breast Surgery, School of Medicine, Fukushima Medical University, Fukushima 960-1295, Japan;
| | - Masanori Oshi
- Breast Surgery, Department of Surgical Oncology, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA; (M.O.); (M.O.); (S.M.)
- Department of Gastroenterological Surgery, Graduate School of Medicine, Yokohama City University, Yokohama 236-0004, Japan;
| | - Swagoto Mukhopadhyay
- Breast Surgery, Department of Surgical Oncology, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA; (M.O.); (M.O.); (S.M.)
| | - Qianya Qi
- Department of Biostatistics & Bioinformatics, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA; (Q.Q.); (L.Y.)
| | - Li Yan
- Department of Biostatistics & Bioinformatics, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA; (Q.Q.); (L.Y.)
| | - Itaru Endo
- Department of Gastroenterological Surgery, Graduate School of Medicine, Yokohama City University, Yokohama 236-0004, Japan;
| | - Toru Ohtake
- Department of Breast Surgery, School of Medicine, Fukushima Medical University, Fukushima 960-1295, Japan;
| | - Kazuaki Takabe
- Breast Surgery, Department of Surgical Oncology, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA; (M.O.); (M.O.); (S.M.)
- Department of Breast Surgery, School of Medicine, Fukushima Medical University, Fukushima 960-1295, Japan;
- Department of Gastroenterological Surgery, Graduate School of Medicine, Yokohama City University, Yokohama 236-0004, Japan;
- Division of Digestive and General Surgery, Niigata University Graduate School of Medical and Dental Sciences, Niigata 951-8510, Japan
- Department of Breast Surgery and Oncology, Tokyo Medical University, Tokyo 160-8402, Japan
- Department of Surgery, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, The State University of New York, Buffalo, NY 14263, USA
| |
Collapse
|
39
|
Circulating tumor cells, circulating tumor DNA, and disease characteristics in young women with metastatic breast cancer. Breast Cancer Res Treat 2021; 187:397-405. [PMID: 34076801 DOI: 10.1007/s10549-021-06236-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2021] [Accepted: 04/17/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND Clinical and genomic data from patients with early-stage breast cancer suggest more aggressive disease in premenopausal women. However, the association between age, disease course, and molecular profile from liquid biopsy in metastatic breast cancer (MBC) is not well characterized. METHODS Patients were classified as premenopausal (< 45 years), perimenopausal (45-55 years), or postmenopausal (> 55 years). Cohort 1 consisted of patients with MBC who consented for prospective serial evaluation of circulating tumor cells (CTCs) using CellSearch™. Cohort 2 included patients who, as part of routine care, had circulating tumor DNA (ctDNA) sequenced by the Guardant360™ assay. Clinicopathologic data were collected from retrospective review to compare disease features between premenopausal and postmenopausal women. RESULTS Premenopausal women represented 26% of 138 patients in Cohort 1 and 21% of 253 patients in Cohort 2. In Cohort 1, younger patients had a shorter time to metastases and a higher prevalence of lung and brain metastases. Overall, there were similar rates of ≥ 5 CTCs/7.5 mL, HER2 + CTC expression, and CTC clusters between pre- and postmenopausal women. However, for those with triple negative breast cancer, premenopausal women had a higher proportion of ≥ 5 CTCs/7.5 mL. In Cohort 2, premenopausal women had a higher incidence of FGFR1 (OR 2.75, p = 0.022) and CCND2 (OR 6.91, p = 0.024) alterations. There was no difference in the ctDNA mutant allele frequency or the number of detected alterations between these age groups. CONCLUSIONS Our data reveal that premenopausal women diagnosed with MBC have unique clinical, pathologic, and molecular features when compared to their postmenopausal counterparts. Our results highlight FGFR1 inhibitors as potential therapeutics of particular interest among premenopausal women.
Collapse
|
40
|
Li Y, Lu S, Zhang Y, Wang S, Liu H. Loco-regional recurrence trend and prognosis in young women with breast cancer according to molecular subtypes: analysis of 1099 cases. World J Surg Oncol 2021; 19:113. [PMID: 33849563 PMCID: PMC8042870 DOI: 10.1186/s12957-021-02214-5] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Accepted: 03/26/2021] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND The number of young patients diagnosed with breast cancer is on the rise. We studied the rate trend of local recurrence (LR) and regional recurrence (RR) in young breast cancer (YBC) patients and outcomes among these patients based on molecular subtypes. METHODS A retrospective cohort study was conducted based on data from Tianjin Medical University Cancer Institute and Hospital for patients ≤ 35 years of age with pathologically confirmed primary invasive breast cancer surgically treated between 2006 and 2014. Patients were categorized according to molecular subtypes on the basis of hormone receptor (HR) and human epidermal growth factor receptor 2 (HER2) status. The 5-year rates for LR, RR, and distant metastases (DM) were estimated by Kaplan-Meir statistics. Nelson-Aalen cumulative-hazard plots were used to describe local recurrence- and distant metastasis-free intervals. RESULTS We identified 25,284 patients with a median follow-up of 82 months, of whom 1099 (4.3%) were YBC patients ≤ 35 years of age. The overall 5-year LR, RR, and DM rates in YBC patients were 6.7%, 5.1%, and 16.6%, respectively. The LR and RR rates demonstrated a decreasing trend over time (P = 0.028 and P = 0.015, respectively). We found that early-stage breast cancer and less lymph node metastases increased over time (P = 0.004 and P = 0.007, respectively). Patients with HR-/HER2+ status had a significantly higher LR (HR 20.4; 95% CI, 11.8-35.4) and DM (HR 37.2; 95% CI, 24.6-56.3) at 10 years. Breast-conserving surgery (BCS) or mastectomy did not influence rates of LR and RR. In the overall population, the 5-year survival of YBC patients exceeded 90%. CONCLUSIONS The rates of LR and RR with YBC patients demonstrated a downward trend and the proportion of early-stage breast cancer increased between 2006 and 2014. We report the highest LR rates in this young population were associated with HR-/HER2+ tumors.
Collapse
Affiliation(s)
- Yang Li
- The Second Surgical Department of Breast Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer & Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin, 300060, China
| | - Su Lu
- The Second Surgical Department of Breast Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer & Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin, 300060, China
| | - Yuhan Zhang
- Oncology Department, Taikang Xianlin Drum Tower Hospital, School of Medicine, Nanjing University, Nanjing, 210046, Jiangsu Province, China
| | - Shuaibing Wang
- Oncology Department, Hebei PetroChina Central Hospital, Langfang, 065000, Hebei Province, China
| | - Hong Liu
- The Second Surgical Department of Breast Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer & Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin, 300060, China.
| |
Collapse
|
41
|
The Unique Biology behind the Early Onset of Breast Cancer. Genes (Basel) 2021; 12:genes12030372. [PMID: 33807872 PMCID: PMC8000244 DOI: 10.3390/genes12030372] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Revised: 02/26/2021] [Accepted: 03/02/2021] [Indexed: 01/19/2023] Open
Abstract
Breast cancer commonly affects women of older age; however, in developing countries, up to 20% of breast cancer cases present in young women (younger than 40 years as defined by oncology literature). Breast cancer in young women is often defined to be aggressive in nature, usually of high histological grade at the time of diagnosis and negative for endocrine receptors with poor overall survival rate. Several researchers have attributed this aggressive nature to a hidden unique biology. However, findings in this aspect remain controversial. Thus, in this article, we aimed to review published work addressing somatic mutations, chromosome copy number variants, single nucleotide polymorphisms, differential gene expression, microRNAs and gene methylation profile of early-onset breast cancer, as well as its altered pathways resulting from those aberrations. Distinct biology behind early-onset of breast cancer was clear among estrogen receptor-positive and sporadic cases. However, further research is needed to determine and validate specific novel markers, which may help in customizing therapy for this group of patients.
Collapse
|
42
|
Aine M, Boyaci C, Hartman J, Häkkinen J, Mitra S, Campos AB, Nimeus E, Ehinger A, Vallon-Christersson J, Borg Å, Staaf J. Molecular analyses of triple-negative breast cancer in the young and elderly. Breast Cancer Res 2021; 23:20. [PMID: 33568222 PMCID: PMC7874480 DOI: 10.1186/s13058-021-01392-0] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Accepted: 01/11/2021] [Indexed: 01/09/2023] Open
Abstract
Background Breast cancer in young adults has been implicated with a worse outcome. Analyses of genomic traits associated with age have been heterogenous, likely because of an incomplete accounting for underlying molecular subtypes. We aimed to resolve whether triple-negative breast cancer (TNBC) in younger versus older patients represent similar or different molecular diseases in the context of genetic and transcriptional subtypes and immune cell infiltration. Patients and methods In total, 237 patients from a reported population-based south Swedish TNBC cohort profiled by RNA sequencing and whole-genome sequencing (WGS) were included. Patients were binned in 10-year intervals. Complimentary PD-L1 and CD20 immunohistochemistry and estimation of tumor-infiltrating lymphocytes (TILs) were performed. Cases were analyzed for differences in patient outcome, genomic, transcriptional, and immune landscape features versus age at diagnosis. Additionally, 560 public WGS breast cancer profiles were used for validation. Results Median age at diagnosis was 62 years (range 26–91). Age was not associated with invasive disease-free survival or overall survival after adjuvant chemotherapy. Among the BRCA1-deficient cases (82/237), 90% were diagnosed before the age of 70 and were predominantly of the basal-like subtype. In the full TNBC cohort, reported associations of patient age with changes in Ki67 expression, PIK3CA mutations, and a luminal androgen receptor subtype were confirmed. Within DNA repair deficiency or gene expression defined molecular subgroups, age-related alterations in, e.g., overall gene expression, immune cell marker gene expression, genetic mutational and rearrangement signatures, amount of copy number alterations, and tumor mutational burden did, however, not appear distinct. Similar non-significant associations for genetic alterations with age were obtained for other breast cancer subgroups in public WGS data. Consistent with age-related immunosenescence, TIL counts decreased linearly with patient age across different genetic TNBC subtypes. Conclusions Age-related alterations in TNBC, as well as breast cancer in general, need to be viewed in the context of underlying genomic phenotypes. Based on this notion, age at diagnosis alone does not appear to provide an additional layer of biological complexity above that of proposed genetic and transcriptional phenotypes of TNBC. Consequently, treatment decisions should be less influenced by age and more driven by tumor biology. Supplementary Information The online version contains supplementary material available at 10.1186/s13058-021-01392-0.
Collapse
Affiliation(s)
- Mattias Aine
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, SE-22381, Lund, Sweden
| | - Ceren Boyaci
- Department of Clinical Pathology and Cytology, Karolinska University Laboratory, Stockholm, Sweden
| | - Johan Hartman
- Department of Oncology and Pathology, Karolinska Institute, Stockholm, Sweden
| | - Jari Häkkinen
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, SE-22381, Lund, Sweden
| | - Shamik Mitra
- Division of Clinical Genetics, Department of Laboratory Medicine, Lund University, Lund, Sweden
| | - Ana Bosch Campos
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, SE-22381, Lund, Sweden
| | - Emma Nimeus
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, SE-22381, Lund, Sweden.,Division of Surgery, Department of Clinical Sciences, Lund University, Lund, Sweden
| | - Anna Ehinger
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, SE-22381, Lund, Sweden.,Department of Genetics and Pathology, Laboratory Medicine, Region Skåne, Lund, Sweden
| | - Johan Vallon-Christersson
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, SE-22381, Lund, Sweden
| | - Åke Borg
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, SE-22381, Lund, Sweden
| | - Johan Staaf
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, SE-22381, Lund, Sweden.
| |
Collapse
|
43
|
GATA3 somatic mutations are associated with clinicopathological features and expression profile in TCGA breast cancer patients. Sci Rep 2021; 11:1679. [PMID: 33462316 PMCID: PMC7814117 DOI: 10.1038/s41598-020-80680-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Accepted: 12/22/2020] [Indexed: 12/11/2022] Open
Abstract
The effect of somatic mutations and the gene expression profiles on the prognosis is well documented in cancer research. This study was conducted to evaluate the association of GATA3 somatic mutations with tumor features, survival, and expression profiles in breast cancer. Clinicopathological information was compared between TCGA-BRCA patients with GATA3-mutant and non-mutant tumors in all patients as well as in ER-positive subgroup. Cox-regression method was used to evaluate the association of the GATA3 mutation status with overall survival time. Differential gene expression, functional annotation, and protein-protein interaction analyses were performed using edgeR, Metascape, DAVID, STRING and CytoNCA. GATA3-mutant and non-mutant samples had significantly different clinicopathological features (p < 0.05). While GATA3 mutation status was not associated with the overall survival in the entire cohort (padj = 0.52), the GATA3-wild type ER-positive cases had a better prognosis than mutant ones (padj = 0.04). GATA3 expression was higher in tumors than normal tissues. Several pathways were different between mutant and non-mutant groups (p < 0.05). Interleukin-6 was found as the highest scored gene in both comparisons (normal vs. mutant and normal vs. non-mutant groups) in the entire patient and in the ER-positive subgroup, suggesting the association of IL6 with breast tumorigenesis. These findings suggest that GATA3 mutations can be associated with several tumor characteristics and influence the pattern of gene expression. However, GATA3 mutation status seems to be a prognostic factor for the disease only in ER-positive patients.
Collapse
|
44
|
Clifton K, Luo J, Tao Y, Saam J, Rich T, Roshal A, Frith A, Rigden C, Ademuyiwa F, Weilbaecher K, Hernandez-Aya L, Peterson LL, Bagegni N, Suresh R, Bose R, Opyrchal M, Wildes TM, Ma C. Mutation profile differences in younger and older patients with advanced breast cancer using circulating tumor DNA (ctDNA). Breast Cancer Res Treat 2020; 185:639-646. [PMID: 33219484 DOI: 10.1007/s10549-020-06019-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Accepted: 11/13/2020] [Indexed: 10/23/2022]
Abstract
PURPOSE Little is known regarding the mutation profiles of ctDNA in the older adult breast cancer population. The objective of this study is to assess differences in mutation profiles in the older adult breast cancer population using a ctDNA assay as well as assess utilization of testing results. METHODS Patients with advanced breast cancer underwent molecular profiling using a plasma-based ctDNA NGS assay (Guardant360) between 5/2015 and 10/2019 at Siteman Cancer Center. The profiling results of a multi-institutional database of patients with advanced breast cancer who had undergone molecular profiling were obtained. Associations between mutations and age group (≥ 65 vs. < 65) were examined using a Fisher's exact test. RESULTS In the single-institutional cohort, 148 patients (69.2%) were < 65 years old and 66 patients (30.8%) ≥ 65 years old. ATM, BRAF, and PIK3CA mutations were found more frequently in older patients with ER + HER2- breast cancers (p < 0.01). In the multi-institutional cohort, 5367 (61.1%) were < 65 years old and 3417 (38.9%) ≥ 65 years old. ATM, PIK3CA, and TP53 mutations were more common in the older cohort (p < 0.0001) and MYC and GATA3 mutations were less common in the older cohort (p < 0.0001). CtDNA testing influenced next-line treatment management in 40 (19.8%) patients in the single-institutional cohort. CONCLUSION When controlling for subtype, results from a single institution were similar to the multi-institutional cohort showing that ATM and PIK3CA were more common in older adults. These data suggest there may be additional molecular differences in older adults with advanced breast cancers.
Collapse
Affiliation(s)
- Katherine Clifton
- Washington University, 660 South Euclid Avenue, Campus Box 8056, Saint Louis, MO, 63110, USA.
| | - Jingqin Luo
- Washington University, 660 South Euclid Avenue, Campus Box 8056, Saint Louis, MO, 63110, USA
| | - Yu Tao
- Washington University, 660 South Euclid Avenue, Campus Box 8056, Saint Louis, MO, 63110, USA
| | | | | | - Anna Roshal
- Washington University, 660 South Euclid Avenue, Campus Box 8056, Saint Louis, MO, 63110, USA
| | - Ashley Frith
- Washington University, 660 South Euclid Avenue, Campus Box 8056, Saint Louis, MO, 63110, USA
| | - Caron Rigden
- Washington University, 660 South Euclid Avenue, Campus Box 8056, Saint Louis, MO, 63110, USA
| | - Foluso Ademuyiwa
- Washington University, 660 South Euclid Avenue, Campus Box 8056, Saint Louis, MO, 63110, USA
| | - Katherine Weilbaecher
- Washington University, 660 South Euclid Avenue, Campus Box 8056, Saint Louis, MO, 63110, USA
| | - Leonel Hernandez-Aya
- Washington University, 660 South Euclid Avenue, Campus Box 8056, Saint Louis, MO, 63110, USA
| | - Lindsay L Peterson
- Washington University, 660 South Euclid Avenue, Campus Box 8056, Saint Louis, MO, 63110, USA
| | - Nusayba Bagegni
- Washington University, 660 South Euclid Avenue, Campus Box 8056, Saint Louis, MO, 63110, USA
| | - Rama Suresh
- Washington University, 660 South Euclid Avenue, Campus Box 8056, Saint Louis, MO, 63110, USA
| | - Ron Bose
- Washington University, 660 South Euclid Avenue, Campus Box 8056, Saint Louis, MO, 63110, USA
| | - Mateusz Opyrchal
- Washington University, 660 South Euclid Avenue, Campus Box 8056, Saint Louis, MO, 63110, USA
| | - Tanya M Wildes
- Washington University, 660 South Euclid Avenue, Campus Box 8056, Saint Louis, MO, 63110, USA
| | - Cynthia Ma
- Washington University, 660 South Euclid Avenue, Campus Box 8056, Saint Louis, MO, 63110, USA
| |
Collapse
|
45
|
Villarreal-Garza C, Ferrigno AS, De la Garza-Ramos C, Barragan-Carrillo R, Lambertini M, Azim HA. Clinical utility of genomic signatures in young breast cancer patients: a systematic review. NPJ Breast Cancer 2020; 6:46. [PMID: 33062888 PMCID: PMC7519162 DOI: 10.1038/s41523-020-00188-3] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Accepted: 08/06/2020] [Indexed: 12/14/2022] Open
Abstract
Risk stratification by genomic signatures has been shown to improve prognostication and guide treatment decisions among patients with hormone-sensitive breast cancer. However, their role in young women has not been fully elucidated. In this review, a systematic search was conducted for published articles and abstracts from major congresses that evaluated the use of genomic signatures in young breast cancer patients. A total of 71 studies were analyzed, including 561,188 patients of whom 27,748 (4.9%) were young. Women aged ≤40 years were subjected to genomic testing at a similar rate to older women but had a higher proportion of intermediate- to high-risk tumors when classified by EndoPredict (p = 0.04), MammaPrint (p < 0.01), and Oncotype DX (p < 0.01). In young women with low genomic risk, 6-year distant recurrence-free survival was 94%, while 5-year overall survival was nearly 100%. Nonetheless, young patients classified as low-risk had a higher tendency to receive chemotherapy compared to their older counterparts. In conclusion, genomic tests are useful tools for identifying young patients in whom chemotherapy omission is appropriate.
Collapse
Affiliation(s)
- Cynthia Villarreal-Garza
- Breast Cancer Center, Hospital Zambrano Hellion, Tecnologico de Monterrey, San Pedro Garza Garcia, Mexico
| | - Ana S. Ferrigno
- Breast Cancer Center, Hospital Zambrano Hellion, Tecnologico de Monterrey, San Pedro Garza Garcia, Mexico
| | - Cynthia De la Garza-Ramos
- Breast Cancer Center, Hospital Zambrano Hellion, Tecnologico de Monterrey, San Pedro Garza Garcia, Mexico
| | - Regina Barragan-Carrillo
- Department of Oncology, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Matteo Lambertini
- Department of Medical Oncology, U.O.C. Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
- Department of Internal Medicine and Medical Specialties (DIMI), School of Medicine, University of Genova, Genoa, Italy
| | - Hatem A. Azim
- Breast Cancer Center, Hospital Zambrano Hellion, Tecnologico de Monterrey, San Pedro Garza Garcia, Mexico
| |
Collapse
|
46
|
Lu X, Li X, Ling H, Gong Y, Guo L, He M, Sun H, Hu X. Nomogram for Predicting Breast Cancer-Specific Mortality of Elderly Women with Breast Cancer. Med Sci Monit 2020; 26:e925210. [PMID: 32920589 PMCID: PMC7510685 DOI: 10.12659/msm.925210] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Background The objectives of this study were to evaluate the cumulative incidence of breast cancer-specific death (BCSD) and other cause-specific death in elderly patients with breast cancer (BC) and to develop an individualized nomogram for estimating BCSD. Material/Methods Data were retrieved from the Surveillance, Epidemiology, and End Results program. A total of 25 241 patients older than 65 years with stage I–III BC diagnosed between 2004 and 2008 was included in the study cohort. We used the cumulative incidence function (CIF) to describe the cause-specific mortality and Gray’s test to compare the differences in CIF among the groups. Fine and Gray’s proportional subdistribution hazard model was applied to validate the independent prognostic factors, upon which the competing-risks nomogram and web-based calculator was built. The performance of the nomogram was assessed with the C-indexes and calibration plot diagrams. Results After data screening, 25 241 cases were included for statistical analysis. In the training cohort, the 5-, 8-, and 10-year cumulative incidence of BCSD was 5.7, 8.1, and 9.1%, respectively. Ten independent prognostic factors associated with BCSD were identified. The C-index of the nomogram was 0.818 (0.804–0.831) in the training cohort and 0.808 (0.783–0.833) in the validation cohort. Calibration plot diagrams showed near-ideal consistency between the predicted probabilities and actual observations. Conclusions We built a reliable dynamic nomogram for predicting BCSD in elderly patients, and this individualized predictive tool is favorable for risk classification and complex personalized treatment decision making in clinical practice.
Collapse
Affiliation(s)
- Xunxi Lu
- Department of Breast Surgery, Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, China (mainland).,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China (mainland)
| | - Xiaoguang Li
- Department of Breast Surgery, Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, China (mainland)
| | - Hong Ling
- Department of Breast Surgery, Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, China (mainland).,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China (mainland)
| | - Yue Gong
- Department of Breast Surgery, Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, China (mainland).,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China (mainland)
| | - Linwei Guo
- Department of Breast Surgery, Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, China (mainland).,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China (mainland)
| | - Min He
- Department of Breast Surgery, Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, China (mainland).,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China (mainland)
| | - Hefen Sun
- Department of Breast Surgery, Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, China (mainland).,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China (mainland)
| | - Xin Hu
- Department of Breast Surgery, Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, China (mainland).,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China (mainland)
| |
Collapse
|
47
|
Mills M, Liveringhouse C, Lee F, Nanda RH, Ahmed KA, Washington IR, Thapa R, Fridley BL, Blumencranz P, Extermann M, Loftus L, Balducci L, Diaz R. The prevalence of luminal B subtype is higher in older postmenopausal women with ER+/HER2- breast cancer and is associated with inferior outcomes. J Geriatr Oncol 2020; 12:219-226. [PMID: 32859560 DOI: 10.1016/j.jgo.2020.08.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Revised: 07/15/2020] [Accepted: 08/19/2020] [Indexed: 11/18/2022]
Abstract
OBJECTIVES To establish whether clinicopathologic and genomic characteristics may explain the poor prognosis associated with advanced age in ER+/HER2- breast cancer. MATERIALS AND METHODS The cohort included 271 consecutive post-menopausal patients with ER+/HER2- invasive breast cancer ages 55 years and older. Patients were categorized as "younger" (ages 55- < 75) and "older" (ages ≥75). The Kaplan-Meier method was used to estimate locoregional recurrence (LRR), recurrence-free interval (RFi), and overall survival (OS). Gene expression of tumor samples was assessed with Affymetrix Rosetta/Merck Human RSTA microarray platform. Differential gene expression analysis of tumor samples was performed using R package Limma. RESULTS 271 breast cancer patients were identified, including 186 younger and 85 older patients. Older patients had higher rates of Luminal B subtype (53% vs 34%) and lower rates of Luminal A subtype (42% vs 58%, p = 0.02). Older patients were less likely to receive chemotherapy (9% vs 40%, p < 0.001) and hormone therapy (71% vs 89%, p < 0.001). For cases of grade 1-2 disease, older patients had a higher proportion of the luminal B subtype (49% vs. 30%, p = 0.014). Age ≥ 75 predicted for inferior OS (HR = 3.06, p < 0.001). The luminal B subtype predicted for inferior OS (HR = 2.12, p = 0.014), RFi (HR 5.02, p < 0.001), and LRR (HR = 3.12, p = 0.045). There were no significant differences in individual gene expression between the two groups. CONCLUSION Women with ER+/HER2- breast cancer ≥75 years old had higher rates of the more aggressive luminal B subtype and inferior outcomes. Genomic testing of these patients should be strongly considered, and treatment should be intensified when appropriate.
Collapse
Affiliation(s)
- Matthew Mills
- Department of Radiation Oncology, Moffitt Cancer Center, Tampa, FL, United States of America
| | - Casey Liveringhouse
- Department of Radiation Oncology, Moffitt Cancer Center, Tampa, FL, United States of America
| | - Frank Lee
- University of South Florida Morsani College of Medicine, Tampa, FL, United States of America
| | - Ronica H Nanda
- Department of Radiation Oncology, Moffitt Cancer Center, Tampa, FL, United States of America
| | - Kamran A Ahmed
- Department of Radiation Oncology, Moffitt Cancer Center, Tampa, FL, United States of America
| | - Iman R Washington
- Department of Radiation Oncology, Moffitt Cancer Center, Tampa, FL, United States of America
| | - Ram Thapa
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center, Tampa, FL, United States of America
| | - Brooke L Fridley
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center, Tampa, FL, United States of America
| | - Peter Blumencranz
- Department of Surgery, Morton Plant Hospital, Clearwater, FL, United States of America
| | - Martine Extermann
- Department of Senior Adult Oncology, Moffitt Cancer Center, Tampa, FL, United States of America
| | - Loretta Loftus
- Department of Breast Oncology, Moffitt Cancer Center, Tampa, FL, United States of America
| | - Lodovico Balducci
- Department of Senior Adult Oncology, Moffitt Cancer Center, Tampa, FL, United States of America
| | - Roberto Diaz
- Department of Radiation Oncology, Moffitt Cancer Center, Tampa, FL, United States of America.
| |
Collapse
|
48
|
Gulbahce HE, White S, Herget KA, Stoddard G, Camp NJ, Buys SS, Sweeney C. 21-gene recurrence score testing utilization among older women from different races: A population-based study. J Geriatr Oncol 2020; 12:206-211. [PMID: 32646620 DOI: 10.1016/j.jgo.2020.06.004] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Revised: 03/13/2020] [Accepted: 06/03/2020] [Indexed: 10/23/2022]
Abstract
OBJECTIVES The influence of older age at diagnosis in combination with race/ethnicity on utilization and results of the 21-gene recurrence score (RS) assay for breast cancer (BC) patients is not fully understood. Our objectives were to evaluate the utilization of RS among older women with BC, the likelihood of a high-risk RS, and factors associated with breast cancer-specific mortality (BCSM) among older patients across different races. MATERIALS AND METHODS We utilized the Surveillance, Epidemiology, and Results (SEER) database with linked RS results to evaluate women with estrogen receptor-positive BC diagnosed 2004-2015. Multivariable logistic regression was used to describe the differences in utilization of RS testing and the association of high-risk RS according to patient characteristics. The Cox proportional hazards model was used to analyze factors associated with BCSM. RESULTS We found that 20.4% (109,244/536,555) of all women ≥18 and 14.3% (33,584/235,171) of women ≥65 underwent RS testing. Non-whites had lower odds of RS testing at younger ages whereas among women ≥65 there was no significant difference. After taking into account stage and grade, being ≥65 reduced the odds of high-risk RS in all races except American Indian/Alaskan Native. Age ≥ 65 was independently associated with increased hazard BCSM. Among women ≥65 with high-risk RS, chemotherapy was associated with lower hazard of BCSM in all races. CONCLUSIONS Older women are less likely to be tested for RS, but also less likely to have high-risk RS. Older women with high-risk RS, when given chemotherapy have reduced BCSM across all races.
Collapse
Affiliation(s)
- H Evin Gulbahce
- Department of Pathology, Huntsman Cancer Institute, University of Utah Health, 2000 Circle of Hope, Room 3100, Salt Lake City, UT 84112, United States of America.
| | - Sandra White
- Department of Pathology, Huntsman Cancer Institute, University of Utah Health, 2000 Circle of Hope, Room 3100, Salt Lake City, UT 84112, United States of America.
| | - Kimberly A Herget
- Utah Cancer Registry, 250 East 200 South, Room 1375, Salt Lake City, UT 84111, United States of America.
| | - Greg Stoddard
- Department of Internal Medicine, Division of Epidemiology, University of Utah Health, 295 Chipeta Building, Salt Lake City, UT 84108, United States of America.
| | - Nicola J Camp
- Department of Internal Medicine, Division of Hematology and Hematologic Malignancies, University of Utah Health, 2000 Circle of Hope, Suite 4126, Salt Lake City, UT 84112, United States of America.
| | - Saundra S Buys
- Department of Internal Medicine, Division of Oncology, University of Utah Health, 1950 Circle of Hope, Salt Lake City, UT 84103, United States of America.
| | - Carol Sweeney
- Utah Cancer Registry, 250 East 200 South, Room 1375, Salt Lake City, UT 84111, United States of America; Department of Internal Medicine, Division of Epidemiology, University of Utah Health, 295 Chipeta Building, Salt Lake City, UT 84108, United States of America.
| |
Collapse
|
49
|
Yu DD, Dong H, Wu ZG, Xiao YB, Zhou CF, Wang QQ, Cai J. U-shaped relationship of age at diagnosis and cancer-specific mortality in primary urachal adenocarcinoma: a cohort study. Transl Androl Urol 2020; 9:1073-1081. [PMID: 32676391 PMCID: PMC7354349 DOI: 10.21037/tau-19-863] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND To examine the association between age at diagnosis and cancer-specific mortality (CSM) in primary urachal adenocarcinoma. METHODS The data was obtained from the National Cancer Institute's Surveillance, Epidemiology, and End Results program (SEER). A total of 393 patients were included in the study. Smooth curve fitting and two-piecewise Cox proportional hazards models were used to identify the nonlinearity between the age at initial diagnosis and cancer-specific survival rate. Survival time between different groups was compared using Kaplan-Meier survival curves and the log-rank test. RESULTS Using smooth curve fitting we found that the relationship between age at diagnosis and cancer-specific survival takes on a U-shaped curve. The inflection point that we identified for the age at initial diagnosis was 60 years. The log-likelihood ratio test (P<0.05) indicated that the two-piecewise Cox regression model was more appropriate for fitting the correlation of age at diagnosis and CSM. The two-piecewise Cox regression model showed that when the age was <60 years, reduced risk of CSM was significantly associated with increased age (HR: 0.95, P=0.0002). Conversely, when age was >60 years, increased risk of CSM was significantly associated with increased age (HR: 1.05, P=0.0499). CONCLUSIONS In summary, our study suggested that the relationship between age at diagnosis and cancer-specific survival is nonlinear, and takes on a U-shaped curve. Both younger and older age at initial diagnosis age were associated with increased CSM.
Collapse
Affiliation(s)
- Dong-Dong Yu
- Department of Urology, The First Affiliated Hospital of Wenzhou Medical University, Whenzhou, China
| | - Hui Dong
- Department of Respiratory Medicine, The First Affiliated Hospital of Wenzhou Medical University, Whenzhou, China
| | - Zhi-Gang Wu
- Department of Urology, The First Affiliated Hospital of Wenzhou Medical University, Whenzhou, China
| | - Yun-Bei Xiao
- Department of Urology, The First Affiliated Hospital of Wenzhou Medical University, Whenzhou, China
| | - Chao-Feng Zhou
- Department of Urology, The First Affiliated Hospital of Wenzhou Medical University, Whenzhou, China
| | - Qin-Quan Wang
- Department of Urology, The First Affiliated Hospital of Wenzhou Medical University, Whenzhou, China
| | - Jian Cai
- Department of Urology, The First Affiliated Hospital of Wenzhou Medical University, Whenzhou, China
| |
Collapse
|
50
|
Paluch-Shimon S, Cardoso F, Partridge AH, Abulkhair O, Azim HA, Bianchi-Micheli G, Cardoso MJ, Curigliano G, Gelmon KA, Harbeck N, Merschdorf J, Poortmans P, Pruneri G, Senkus E, Spanic T, Stearns V, Wengström Y, Peccatori F, Pagani O. ESO-ESMO 4th International Consensus Guidelines for Breast Cancer in Young Women (BCY4). Ann Oncol 2020; 31:674-696. [PMID: 32199930 DOI: 10.1016/j.annonc.2020.03.284] [Citation(s) in RCA: 167] [Impact Index Per Article: 33.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Accepted: 03/07/2020] [Indexed: 12/16/2022] Open
Abstract
The 4th International Consensus Conference for Breast Cancer in Young Women (BCY4) took place in October 2018, in Lugano, Switzerland, organized by the European School of Oncology (ESO) and the European Society of Medical Oncology (ESMO). Consensus recommendations for the management of breast cancer in young women were updated from BCY3 with incorporation of new evidence to inform the guidelines. Areas of research priorities were also identified. This article summarizes the ESO-ESMO international consensus recommendations, which are also endorsed by the European Society of Breast Specialists (EUSOMA).
Collapse
Affiliation(s)
| | - F Cardoso
- Breast Unit Champalimaud Clinical Centre/Champalimaud Foundation, Lisbon, Portugal
| | - A H Partridge
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, USA
| | - O Abulkhair
- King Abdulaziz Medical City for National Guard, Riyadh, Saudi Arabia
| | - H A Azim
- School of Medicine, Monterrey Institute of Technology, Monterrey, MX
| | | | - M-J Cardoso
- Breast Unit Champalimaud Clinical Centre/Champalimaud Foundation, Lisbon, Portugal; Nova Medical School Lisbon, Portugal
| | - G Curigliano
- European Institute of Oncology IRCCS, Milan, Italy; Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - K A Gelmon
- British Columbia Cancer, Vancouver, Canada
| | - N Harbeck
- Breast Center, Dept. OB&GYN, University of Munich (LMU), Munich, Germany
| | | | - P Poortmans
- Institut Curie, Department of Radiation Oncology & Paris Sciences & Lettres - PSL University, Paris, France
| | - G Pruneri
- National Cancer Institute, IRCCS Foundation, Milan, Italy
| | - E Senkus
- Medical University of Gdansk, Gdansk, Poland
| | - T Spanic
- Europa Donna Slovenia, Ljubljana, Slovenia
| | - V Stearns
- The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, USA
| | - Y Wengström
- Department of Neurobiology Cancer Science and Society, Karolinska Institute and Theme Cancer Karolinska University Hospital, Sweden
| | - F Peccatori
- European Institute of Oncology IRCCS & European School of Oncology, Milan, Italy
| | - O Pagani
- Oncology Institute of Southern Switzerland and Breast Unit of Southern Switzerland, Geneva University Hospitals, Swiss Group for Clinical Cancer Research (SAKK), Bellinzona, Switzerland
| |
Collapse
|