1
|
Fu Y, Lei YT, Huang YH, Mei F, Wang S, Yan K, Wang YH, Ma YH, Cui LG. Longitudinal ultrasound-based AI model predicts axillary lymph node response to neoadjuvant chemotherapy in breast cancer: a multicenter study. Eur Radiol 2024; 34:7080-7089. [PMID: 38724768 PMCID: PMC11519196 DOI: 10.1007/s00330-024-10786-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Revised: 02/04/2024] [Accepted: 03/10/2024] [Indexed: 10/29/2024]
Abstract
OBJECTIVES Developing a deep learning radiomics model from longitudinal breast ultrasound and sonographer's axillary ultrasound diagnosis for predicting axillary lymph node (ALN) response to neoadjuvant chemotherapy (NAC) in breast cancer. METHODS Breast cancer patients undergoing NAC followed by surgery were recruited from three centers between November 2016 and December 2022. We collected ultrasound images for extracting tumor-derived radiomics and deep learning features, selecting quantitative features through various methods. Two machine learning models based on random forest were developed using pre-NAC and post-NAC features. A support vector machine integrated these data into a fusion model, evaluated via the area under the curve (AUC), decision curve analysis, and calibration curves. We compared the fusion model's performance against sonographer's diagnosis from pre-NAC and post-NAC axillary ultrasonography, referencing histological outcomes from sentinel lymph node biopsy or axillary lymph node dissection. RESULTS In the validation cohort, the fusion model outperformed both pre-NAC (AUC: 0.899 vs. 0.786, p < 0.001) and post-NAC models (AUC: 0.899 vs. 0.853, p = 0.014), as well as the sonographer's diagnosis of ALN status on pre-NAC and post-NAC axillary ultrasonography (AUC: 0.899 vs. 0.719, p < 0.001). Decision curve analysis revealed patient benefits from the fusion model across threshold probabilities from 0.02 to 0.98. The model also enhanced sonographer's diagnostic ability, increasing accuracy from 71.9% to 79.2%. CONCLUSION The deep learning radiomics model accurately predicted the ALN response to NAC in breast cancer. Furthermore, the model will assist sonographers to improve their diagnostic ability on ALN status before surgery. CLINICAL RELEVANCE STATEMENT Our AI model based on pre- and post-neoadjuvant chemotherapy ultrasound can accurately predict axillary lymph node metastasis and assist sonographer's axillary diagnosis. KEY POINTS Axillary lymph node metastasis status affects the choice of surgical treatment, and currently relies on subjective ultrasound. Our AI model outperformed sonographer's visual diagnosis on axillary ultrasound. Our deep learning radiomics model can improve sonographers' diagnosis and might assist in surgical decision-making.
Collapse
Affiliation(s)
- Ying Fu
- Department of Ultrasound, Peking University Third Hospital, No. 49 North Garden Road, Haidian District, Beijing, 100191, China
| | - Yu-Tao Lei
- Department of General Surgery, Peking University Third Hospital, No. 49 North Garden Road, Haidian District, Beijing, 100191, China
| | - Yu-Hong Huang
- Department of Breast Cancer, Cancer Center, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, 510080, Guangdong, China
| | - Fang Mei
- Department of Pathology, Peking University Third Hospital, School of Basic Medical Sciences, Peking University Health Science Center, Beijing, 100191, China
| | - Song Wang
- Department of Ultrasound, Peking University Cancer Hospital & Institute, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), No. 52 Fucheng Road, Haidian District, Beijing, 100142, China
| | - Kun Yan
- Department of Ultrasound, Peking University Cancer Hospital & Institute, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), No. 52 Fucheng Road, Haidian District, Beijing, 100142, China
| | - Yi-Hua Wang
- Department of Ultrasound, North China University of Science and Technology Affiliated Hospital, 73 South Jianshe Road, Lubei District, Tangshan, 066300, China
| | - Yi-Han Ma
- Department of Ultrasound, Peking University Third Hospital, No. 49 North Garden Road, Haidian District, Beijing, 100191, China
| | - Li-Gang Cui
- Department of Ultrasound, Peking University Third Hospital, No. 49 North Garden Road, Haidian District, Beijing, 100191, China.
| |
Collapse
|
2
|
Cobb AN, Rogers C, Dong X, Huang CC, Kong AL, Cortina CS. Are there differences in overall survival among older breast cancer patients by race and ethnicity? Surgery 2024:S0039-6060(24)00833-X. [PMID: 39482112 DOI: 10.1016/j.surg.2024.06.085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2024] [Accepted: 06/10/2024] [Indexed: 11/03/2024]
Abstract
BACKGROUND Non-Hispanic Black women have lower breast cancer incidence but twice the mortality of non-Hispanic White women. Recent data suggest that the overall survival difference may not be observed in older women. This study aims to determine overall survival in women aged ≥70 years with operable breast cancer by race and ethnicity and factors contributing to overall survival. METHODS The National Cancer Database was queried to identify women aged ≥70 years with stage 0-III breast cancer from 2004 to 2018. Patients were separated by race and ethnicity: non-Hispanic White, non-Hispanic Black, Hispanic, and Other. To examine overall survival, a Cox proportional hazards model was created, and overall survival was calculated using the Kaplan-Meier method. RESULTS There were 304,345 eligible patients. The mean age was 76.8 years (standard deviation 5.5 years), and most were non-Hispanic White (85.2%), had Medicare (86.8%), had hormone receptor-positive breast cancer (78.7%), and underwent partial mastectomy (64.5%). Compared with non-Hispanic White women, non-Hispanic Black women had a higher prevalence of stage III disease (10.8% vs 7.5%, P < .001) and triple-negative breast cancer (16.7% vs 8.7% P < .001), and a longer time to treatment initiation (39.2 vs 32.3 days, P < .001). Median follow-up was 5.38 years (interquartile range: 3.83-7.46 years). Non-Hispanic Black women had the lowest median survival time compared with non-Hispanic White women (9.7 vs 10.4 years, P < .001). After adjusting for insurance type, receptor status, stage, comorbidity, time to treatment, and facility type, there was no increased risk of death for non-Hispanic Black patients (hazard ratio: 0.99, 95% confidence interval: 0.96-1.01, P = .29). CONCLUSION Although overall survival was lower in older non-Hispanic Black women, this difference resolved on multivariate modeling, suggesting that other factors likely influence overall survival for this cohort.
Collapse
Affiliation(s)
- Adrienne Nicole Cobb
- Division of Surgical Oncology, Department of Surgery, Medical College of Wisconsin, Milwaukee, WI; Breast Care Division, Medical College of Wisconsin Cancer Center, Milwaukee, WI.
| | - Christine Rogers
- Division of Surgical Oncology, Department of Surgery, Medical College of Wisconsin, Milwaukee, WI
| | - Xiaowei Dong
- College of Engineering and Applied Science, University of Wisconsin-Milwaukee, WI
| | | | - Amanda L Kong
- Division of Surgical Oncology, Department of Surgery, Medical College of Wisconsin, Milwaukee, WI; Breast Care Division, Medical College of Wisconsin Cancer Center, Milwaukee, WI. https://twitter.com/AmandaKongMD
| | - Chandler S Cortina
- Division of Surgical Oncology, Department of Surgery, Medical College of Wisconsin, Milwaukee, WI; Breast Care Division, Medical College of Wisconsin Cancer Center, Milwaukee, WI. https://twitter.com/ChandlerCortina
| |
Collapse
|
3
|
Dalton JC, Plichta JK. ASO Author Reflections: Personalized Surgical Considerations in Older Women with HER2-Positive Breast Cancer. Ann Surg Oncol 2024; 31:7634-7635. [PMID: 39085547 DOI: 10.1245/s10434-024-15930-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2024] [Accepted: 07/12/2024] [Indexed: 08/02/2024]
|
4
|
Wang Q, Lin Y, Ding C, Guan W, Zhang X, Jia J, Zhou W, Liu Z, Bai G. Multi-modality radiomics model predicts axillary lymph node metastasis of breast cancer using MRI and mammography. Eur Radiol 2024; 34:6121-6131. [PMID: 38337068 DOI: 10.1007/s00330-024-10638-2] [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: 05/22/2023] [Revised: 12/05/2023] [Accepted: 01/20/2024] [Indexed: 02/12/2024]
Abstract
OBJECTIVES We aimed to develop a multi-modality model to predict axillary lymph node (ALN) metastasis by combining clinical predictors with radiomic features from magnetic resonance imaging (MRI) and mammography (MMG) in breast cancer. This model might potentially eliminate unnecessary axillary surgery in cases without ALN metastasis, thereby minimizing surgery-related complications. METHODS We retrospectively enrolled 485 breast cancer patients from two hospitals and extracted radiomics features from tumor and lymph node regions on MRI and MMG images. After feature selection, three random forest models were built using the retained features, respectively. Significant clinical factors were integrated with these radiomics models to construct a multi-modality model. The multi-modality model was compared to radiologists' diagnoses on axillary ultrasound and MRI. It was also used to assist radiologists in making a secondary diagnosis on MRI. RESULTS The multi-modality model showed superior performance with AUCs of 0.964 in the training cohort, 0.916 in the internal validation cohort, and 0.892 in the external validation cohort. It surpassed single-modality models and radiologists' ALN diagnosis on MRI and axillary ultrasound in all validation cohorts. Additionally, the multi-modality model improved radiologists' MRI-based ALN diagnostic ability, increasing the average accuracy from 70.70 to 78.16% for radiologist A and from 75.42 to 81.38% for radiologist B. CONCLUSION The multi-modality model can predict ALN metastasis of breast cancer accurately. Moreover, the artificial intelligence (AI) model also assisted the radiologists to improve their diagnostic ability on MRI. CLINICAL RELEVANCE STATEMENT The multi-modality model based on both MRI and mammography images allows preoperative prediction of axillary lymph node metastasis in breast cancer patients. With the assistance of the model, the diagnostic efficacy of radiologists can be further improved. KEY POINTS • We developed a novel multi-modality model that combines MRI and mammography radiomics with clinical factors to accurately predict axillary lymph node (ALN) metastasis, which has not been previously reported. • Our multi-modality model outperformed both the radiologists' ALN diagnosis based on MRI and axillary ultrasound, as well as single-modality radiomics models based on MRI or mammography. • The multi-modality model can serve as a potential decision support tool to improve the radiologists' ALN diagnosis on MRI.
Collapse
Affiliation(s)
- Qian Wang
- Department of Radiology, The Affiliated Huaian Clinical College of Xuzhou Medical University, Huaian, Jiangsu, China
| | - Yingyu Lin
- Department of Radiology, The First Affiliated Hospital, Sun Yat-Sen University, 58th, The Second Zhongshan Road, Guangzhou, Guangdong, China
| | - Cong Ding
- Department of Radiology, The Affiliated Huaian No. 1 People's Hospital of Nanjing Medical University, Huaian, Jiangsu, China
| | - Wenting Guan
- Department of Radiology, The Affiliated Huaian No. 1 People's Hospital of Nanjing Medical University, Huaian, Jiangsu, China
| | - Xiaoling Zhang
- Department of Radiology, The First Affiliated Hospital, Sun Yat-Sen University, 58th, The Second Zhongshan Road, Guangzhou, Guangdong, China
| | - Jianye Jia
- Department of Radiology, The Affiliated Huaian No. 1 People's Hospital of Nanjing Medical University, Huaian, Jiangsu, China
| | - Wei Zhou
- Department of Radiology, The Affiliated Huaian No. 1 People's Hospital of Nanjing Medical University, Huaian, Jiangsu, China
| | - Ziyan Liu
- Department of Radiology, The Affiliated Huaian No. 1 People's Hospital of Nanjing Medical University, Huaian, Jiangsu, China
| | - Genji Bai
- Department of Radiology, The Affiliated Huaian Clinical College of Xuzhou Medical University, Huaian, Jiangsu, China.
- Department of Radiology, The Affiliated Huaian No. 1 People's Hospital of Nanjing Medical University, Huaian, Jiangsu, China.
| |
Collapse
|
5
|
Daly GR, Dowling GP, Said M, Qasem Y, Hembrecht S, Calpin GG, AlRawashdeh MM, Hill ADK. Impact of Sentinel Lymph Node Biopsy on Management of Older Women With Clinically Node-Negative, Early-Stage, ER+/HER2-, Invasive Breast Cancer: A Systematic Review and Meta-Analysis. Clin Breast Cancer 2024:S1526-8209(24)00212-X. [PMID: 39214843 DOI: 10.1016/j.clbc.2024.07.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Revised: 07/30/2024] [Accepted: 07/31/2024] [Indexed: 09/04/2024]
Abstract
In 2016 the Choosing Wisely guidelines advised against routine performance of a sentinel lymph node biopsy (SLNB) in women ≥ 70 years of age with clinically node negative (cN0), early-stage, oestrogen receptor positive/ human epidermal growth factor receptor 2 negative (ER+/HER2-), invasive breast cancer. The argument in favour of its continued performance is that it may serve as a useful guide for subsequent management. This systematic review was performed in accordance with the PRISMA guidelines. Studies reporting on rate of adjuvant chemotherapy, adjuvant radiotherapy and performance of completion axillary lymph node dissection (cALND) post SLNB in women aged ≥ 65 years with cN0, early-stage, ER+/HER2-, invasive breast cancer were included. A random effects meta-analysis was performed with summary estimates made using the Mantel-Haenszel method. Dichotomous outcomes were reported as odds ratios (ORs) with 95% confidence intervals (CIs). Ten retrospective studies across 4 countries. Of 105,514 patients, 15,509 had a positive SLNB and 90,005 had a negative SLNB. On meta-analysis, a positive SLNB was significantly associated with receipt of adjuvant chemotherapy (OR 4.64 (95% CI 3.18, 6.77), P < .00001), adjuvant radiotherapy (1.71 (95% CI 1.18, 2.47), P = .005) and undergoing completion axillary lymph node dissection (OR 68.97 (95% CI, 7.47, 636.88), P = .0002). Adjuvant treatment decisions continue to be influenced by SLNB positivity in the era of the Choosing Wisely guidelines. The effects of a positive SLNB and subsequent treatments on outcomes remain inconclusive. However, it is likely clinicians are continuing to over-investigate and over-treat this cohort.
Collapse
Affiliation(s)
- Gordon R Daly
- Department of Surgery, Royal College of Surgeons in Ireland, Dublin, Ireland; Department of Surgery, Beaumont Hospital, Dublin, Ireland.
| | - Gavin P Dowling
- Department of Surgery, Royal College of Surgeons in Ireland, Dublin, Ireland; Department of Surgery, Beaumont Hospital, Dublin, Ireland
| | - Mohammad Said
- Department of Surgery, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Yazan Qasem
- Department of Surgery, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Sandra Hembrecht
- Department of Surgery, Royal College of Surgeons in Ireland, Dublin, Ireland; Department of Surgery, Beaumont Hospital, Dublin, Ireland
| | - Gavin G Calpin
- Department of Surgery, Royal College of Surgeons in Ireland, Dublin, Ireland; Department of Surgery, Beaumont Hospital, Dublin, Ireland
| | - Ma'en M AlRawashdeh
- Department of Surgery, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Arnold D K Hill
- Department of Surgery, Royal College of Surgeons in Ireland, Dublin, Ireland; Department of Surgery, Beaumont Hospital, Dublin, Ireland
| |
Collapse
|
6
|
Sanchez DN, Derks MGM, Verstijnen JA, Menges D, Portielje JEA, Van den Bos F, Bastiaannet E. Frequency of use and characterization of frailty assessments in observational studies on older women with breast cancer: a systematic review. BMC Geriatr 2024; 24:563. [PMID: 38937703 PMCID: PMC11212278 DOI: 10.1186/s12877-024-05152-5] [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: 12/04/2023] [Accepted: 06/14/2024] [Indexed: 06/29/2024] Open
Abstract
BACKGROUND Breast cancer and frailty frequently co-occur in older women, and frailty status has been shown to predict negative health outcomes. However, the extent to which frailty assessments are utilized in observational research for the older breast cancer population is uncertain. Therefore, the aim of this review was to determine the frequency of use of frailty assessments in studies investigating survival or mortality, and characterize them, concentrating on literature from the past 5 years (2017-2022). METHODS MEDLINE, EMBASE and Cochrane Library were systematically queried to identify observational studies (case-control, cohort, cross-sectional) published from 2017-2022 that focus on older females (≥ 65 years) diagnosed with breast cancer, and which evaluate survival or mortality outcomes. Independent reviewers assessed the studies for eligibility using Covidence software. Extracted data included characteristics of each study as well as information on study design, study population, frailty assessments, and related health status assessments. Risk of bias was evaluated using the appropriate JBI tool. Information was cleaned, classified, and tabulated into review level summaries. RESULTS In total, 9823 studies were screened for inclusion. One-hundred and thirty studies were included in the final synthesis. Only 11 (8.5%) of these studies made use of a frailty assessment, of which 4 (3.1%) quantified frailty levels in their study population, at baseline. Characterization of frailty assessments demonstrated that there is a large variation in terms of frailty definitions and resulting patient classification (i.e., fit, pre-frail, frail). In the four studies that quantified frailty, the percentage of individuals classified as pre-frail and frail ranged from 18% to 29% and 0.7% to 21%, respectively. Identified frailty assessments included the Balducci score, the Geriatric 8 tool, the Adapted Searle Deficits Accumulation Frailty index, the Faurot Frailty index, and the Mian Deficits of Accumulation Frailty Index, among others. The Charlson Comorbidity Index was the most used alternative health status assessment, employed in 56.9% of all 130 studies. Surprisingly, 31.5% of all studies did not make use of any health status assessments. CONCLUSION Few observational studies examining mortality or survival outcomes in older women with breast cancer incorporate frailty assessments. Additionally, there is significant variation in definitions of frailty and classification of patients. While comorbidity assessments were more frequently included, the pivotal role of frailty for patient-centered decision-making in clinical practice, especially regarding treatment effectiveness and tolerance, necessitates more deliberate attention. Addressing this oversight more explicitly could enhance our ability to interpret observational research in older cancer patients.
Collapse
Affiliation(s)
- Dafne N Sanchez
- Epidemiology, Biostatistics and Prevention Institute (EBPI), University of Zürich, Hirschengraben 82, Zurich, CH-8001, Switzerland
| | - Marloes G M Derks
- Department of Medical Oncology, Leiden University Medical Center, Leiden, The Netherlands
| | - Jose A Verstijnen
- Department of Medical Oncology, Maasstad Hospital, Rotterdam, The Netherlands
| | - Dominik Menges
- Epidemiology, Biostatistics and Prevention Institute (EBPI), University of Zürich, Hirschengraben 82, Zurich, CH-8001, Switzerland
| | | | - Frederiek Van den Bos
- Department of Gerontology and Geriatrics, Leiden University Medical Center, Leiden, The Netherlands
| | - Esther Bastiaannet
- Epidemiology, Biostatistics and Prevention Institute (EBPI), University of Zürich, Hirschengraben 82, Zurich, CH-8001, Switzerland.
| |
Collapse
|
7
|
Record SM, Thomas SM, Tian WM, van den Bruele AB, Chiba A, DiLalla G, DiNome ML, Kimmick G, Rosenberger LH, Woriax HE, Hwang ES, Plichta JK. Anatomy Versus Biology: What Guides Chemotherapy Decisions in Older Patients With Breast Cancer? J Surg Res 2024; 296:654-664. [PMID: 38359680 PMCID: PMC10947834 DOI: 10.1016/j.jss.2024.01.037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Revised: 01/08/2024] [Accepted: 01/18/2024] [Indexed: 02/17/2024]
Abstract
INTRODUCTION With the increasing utilization of genomic assays, such as the Oncotype DX recurrence score (RS), the relevance of anatomic staging has been questioned for select older patients with breast cancer. We sought to evaluate differences in chemotherapy receipt and/or survival among older patients based on RS and sentinel lymph node biopsy (SLNB) receipt/result. METHODS Patients aged ≥ 65 diagnosed with pT1-2/cN0/M0 hormone-receptor-positive (HR+)/HER2-breast cancer (2010-2019) were selected from the National Cancer Database. Logistic regression was used to identify factors associated with chemotherapy receipt. Cox proportional hazards models were used to estimate the association of RS/SLNB group with overall survival. A cost-benefit study was also performed. RESULTS Of the 75,428 patients included, the majority had an intermediate RS (58.2% versus 27.9% low, 13.8% high) and were SLNB- (85.1% versus 11.6% SLNB+, 3.3% none). Chemotherapy was recommended for 13,442 patients (17.8%). After adjustment, chemotherapy receipt was more likely with higher RS and SLNB+. After adjustment, SLNB receipt/result was only associated with overall survival among those with an intermediate RS. However, returning to the OR for SLNB is not cost-effective. CONCLUSIONS SLNB receipt/result was associated with survival for those with an intermediate RS, but not a low or high RS, suggesting that an SLNB may indeed be unnecessary for select older patients with breast cancer.
Collapse
Affiliation(s)
- Sydney M Record
- Department of Surgery, Duke University Medical Center, Durham, North Carolina
| | - Samantha M Thomas
- Duke Cancer Institute, Duke University, Durham, North Carolina; Biostatistics and Bioinformatics, Duke University, Durham, North Carolina
| | - William M Tian
- Department of Surgery, Duke University Medical Center, Durham, North Carolina
| | - Astrid Botty van den Bruele
- Department of Surgery, Duke University Medical Center, Durham, North Carolina; Duke Cancer Institute, Duke University, Durham, North Carolina
| | - Akiko Chiba
- Department of Surgery, Duke University Medical Center, Durham, North Carolina; Duke Cancer Institute, Duke University, Durham, North Carolina
| | - Gayle DiLalla
- Department of Surgery, Duke University Medical Center, Durham, North Carolina; Duke Cancer Institute, Duke University, Durham, North Carolina
| | - Maggie L DiNome
- Department of Surgery, Duke University Medical Center, Durham, North Carolina; Duke Cancer Institute, Duke University, Durham, North Carolina
| | - Gretchen Kimmick
- Duke Cancer Institute, Duke University, Durham, North Carolina; Department of Medicine, Duke University Medical Center, Durham, North Carolina
| | - Laura H Rosenberger
- Department of Surgery, Duke University Medical Center, Durham, North Carolina; Duke Cancer Institute, Duke University, Durham, North Carolina
| | - Hannah E Woriax
- Department of Surgery, Duke University Medical Center, Durham, North Carolina; Duke Cancer Institute, Duke University, Durham, North Carolina
| | - E Shelley Hwang
- Department of Surgery, Duke University Medical Center, Durham, North Carolina; Duke Cancer Institute, Duke University, Durham, North Carolina
| | - Jennifer K Plichta
- Department of Surgery, Duke University Medical Center, Durham, North Carolina; Duke Cancer Institute, Duke University, Durham, North Carolina; Department of Population Health Sciences, Duke University Medical Center, Durham, North Carolina.
| |
Collapse
|
8
|
Kaidar-Person O, Pfob A, Gentilini OD, Borisch B, Bosch A, Cardoso MJ, Curigliano G, De Boniface J, Denkert C, Hauser N, Heil J, Knauer M, Kühn T, Lee HB, Loibl S, Mannhart M, Meattini I, Montagna G, Pinker K, Poulakaki F, Rubio IT, Sager P, Steyerova P, Tausch C, Tramm T, Vrancken Peeters MJ, Wyld L, Yu JH, Weber WP, Poortmans P, Dubsky P. The Lucerne Toolbox 2 to optimise axillary management for early breast cancer: a multidisciplinary expert consensus. EClinicalMedicine 2023; 61:102085. [PMID: 37528842 PMCID: PMC10388578 DOI: 10.1016/j.eclinm.2023.102085] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Revised: 06/20/2023] [Accepted: 06/20/2023] [Indexed: 08/03/2023] Open
Abstract
Clinical axillary lymph node management in early breast cancer has evolved from being merely an aspect of surgical management and now includes the entire multidisciplinary team. The second edition of the "Lucerne Toolbox", a multidisciplinary consortium of European cancer societies and patient representatives, addresses the challenges of clinical axillary lymph node management, from diagnosis to local therapy of the axilla. Five working packages were developed, following the patients' journey and addressing specific clinical scenarios. Panellists voted on 72 statements, reaching consensus (agreement of 75% or more) in 52.8%, majority (51%-74% agreement) in 43.1%, and no decision in 4.2%. Based on the votes, targeted imaging and standardized pathology of lymph nodes should be a prerequisite to planning local and systemic therapy, axillary lymph node dissection can be replaced by sentinel lymph node biopsy ( ± targeted approaches) in a majority of scenarios; and positive patient outcomes should be driven by both low recurrence risks and low rates of lymphoedema.
Collapse
Affiliation(s)
- Orit Kaidar-Person
- Breast Cancer Radiation Therapy Unit, Sheba Medical Center, Ramat Gan, Israel
- Department of Radiation Oncology (Maastro), GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre+, Maastricht, the Netherlands
- Sackler School of Medicine, Tel-Aviv University, Tel-Aviv, Israel
| | - André Pfob
- Department of Obstetrics & Gynecology, Heidelberg University Hospital, Germany
- National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | | | - Bettina Borisch
- Department of Histopathology, University of Geneva, 1202 Geneva, Switzerland
| | - Ana Bosch
- Division of Oncology, Department of Clinical Sciences, Lund University, Lund, Sweden
- Department of Hematology, Oncology and Radiation Physics, Skåne University Hospital, Lasarettsgatan 23A, 22241, Lund, Sweden
| | - Maria João Cardoso
- Breast Unit, Champalimaud Foundation and University of Lisbon Faculty of Medicine, Lisbon, Portugal
| | - Giuseppe Curigliano
- Division of New Drugs and Early Drug Development, European Institute of Oncology IRCCS, Via Giuseppe Ripamonti, 435, 20141 Milano MI, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Jana De Boniface
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
- Department of Surgery, Breast Centre, Capio St Göran's Hospital, Stockholm, Sweden
| | - Carsten Denkert
- Institute of Pathology, Philipps-University Marburg and University Hospital Marburg, Marburg, Germany
| | - Nik Hauser
- Breast Center, Hirslanden Clinic Aarau, Frauenarztzentrum Aargau AG, Baden, Switzerland
| | - Jörg Heil
- Department of Obstetrics & Gynecology, Heidelberg University Hospital, Germany
- Breast Center Heidelberg, Klinik St. Elisabeth, Heidelberg, Germany
| | - Michael Knauer
- Breast Center Eastern Switzerland, St. Gallen, Switzerland
| | - Thorsten Kühn
- Department of Gynecology and Obstetrics, University of Ulm, Germany
| | - Han-Byoel Lee
- Department of Surgery, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea
- Cancer Research Institute, Seoul National University, Seoul, Republic of Korea
| | - Sibylle Loibl
- German Breast Group (GBG), C/o GBG Forschungs GmbH 63263 - Neu-Isenberg/, Germany
- Centre for Haematology and Oncology Bethanien, Frankfurt, Germany
| | | | - Icro Meattini
- Radiation Oncology Unit, Azienda Ospedaliero Universitaria Careggi, University of Florence, Florence, Italy
- Department of Experimental and Clinical Biomedical Sciences “M. Serio”, University of Florence, Florence, Italy
| | - Giacomo Montagna
- Breast Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Katja Pinker
- Breast Imaging Service, Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | - Isabel T. Rubio
- Breast Surgical Oncology, Clinica Universidad de Navarra, Madrid, Spain
| | - Patrizia Sager
- Breast Center Bern-Biel, Hirslanden Clinic Salem, Bern, Switzerland
| | - Petra Steyerova
- Breast Cancer Screening and Diagnostic Center, Clinic of Radiology, General University Hospital in Prague, Prague, Czech Republic
| | | | - Trine Tramm
- Department of Pathology, Aarhus University Hospital, Aarhus, Denmark
| | - Marie-Jeanne Vrancken Peeters
- Department of Surgical Oncology Netherlands Cancer Institute, Antoni van Leeuwenhoek & Amsterdam University Medical Center, Netherlands
| | - Lynda Wyld
- Department of Oncology and Metabolism, The University of Sheffield, The Medical School, Sheffield, UK
| | - Jong Han Yu
- Division of Breast Surgery, Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Korea
| | - Walter Paul Weber
- Breast Center, University Hospital Basel, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | - Philip Poortmans
- Department of Radiation Oncology, Iridium Netwerk, Antwerp 2610, Belgium
- University of Antwerp, Faculty of Medicine and Health Sciences, Antwerp, Belgium
| | - Peter Dubsky
- Breast Center, Hirslanden Clinic St Anna, 6006, Lucerne, Switzerland
- University of Lucerne, Faculty of Health Sciences and Medicine, Lucerne, Switzerland
| |
Collapse
|
9
|
Record SM, Plichta JK. De-Escalation of Axillary Surgery for Older Patients with Breast Cancer: Supporting Data Continue to Accumulate. Ann Surg Oncol 2023; 30:3882-3884. [PMID: 36820936 PMCID: PMC10441034 DOI: 10.1245/s10434-023-13299-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Accepted: 02/15/2023] [Indexed: 02/24/2023]
Affiliation(s)
- Sydney M Record
- Department of Surgery, Duke University Medical Center, Durham, NC, USA
| | - Jennifer K Plichta
- Department of Surgery, Duke University Medical Center, Durham, NC, USA.
- Duke Cancer Institute, Duke University, Durham, NC, USA.
- Department of Population Health Sciences, Duke University Medical Center, Durham, NC, USA.
| |
Collapse
|
10
|
Heidinger M, Maggi N, Dutilh G, Mueller M, Eller RS, Loesch JM, Schwab FD, Kurzeder C, Weber WP. Use of sentinel lymph node biopsy in elderly patients with breast cancer - 10-year experience from a Swiss university hospital. World J Surg Oncol 2023; 21:176. [PMID: 37287038 DOI: 10.1186/s12957-023-03062-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Accepted: 06/04/2023] [Indexed: 06/09/2023] Open
Abstract
BACKGROUND The Choosing Wisely initiative recommended the omission of routine sentinel lymph node biopsy (SLNB) in patients ≥ 70 years of age, with clinically node-negative, early stage, hormone receptor (HR) positive and human epidermal growth factor receptor 2 (Her2) negative breast cancer in August 2016. Here, we assess the adherence to this recommendation in a Swiss university hospital. METHODS We conducted a retrospective single center cohort study from a prospectively maintained database. Patients ≥ 18 years of age with node-negative breast cancer were treated between 05/2011 and 03/2022. The primary outcome was the percentage of patients in the Choosing Wisely target group who underwent SLNB before and after the initiative went live. Statistical significance was tested using chi-squared test for categorical and Wilcoxon rank-sum tests for continuous variables. RESULTS In total, 586 patients met the inclusion criteria with a median follow-up of 2.7 years. Of these, 163 were ≥ 70 years of age and 79 were eligible for treatment according to the Choosing Wisely recommendations. There was a trend toward a higher rate of SLNB (92.7% vs. 75.0%, p = 0.07) after the Choosing Wisely recommendations were published. In patients ≥ 70 years with invasive disease, fewer received adjuvant radiotherapy after omission of SLNB (6.2% vs. 64.0%, p < 0.001), without differences concerning adjuvant systemic therapy. Both short-term and long-term complication rates after SLNB were low, without differences between elderly patients and those < 70 years. CONCLUSIONS Choosing Wisely recommendations did not result in a decreased use of SLNB in the elderly at a Swiss university hospital.
Collapse
Affiliation(s)
- Martin Heidinger
- Breast Center, University Hospital Basel, Basel, Switzerland.
- University of Basel, Basel, Switzerland.
- Universitätsspital Basel, Spitalstrasse 21, 4031, Basel, Switzerland.
| | - Nadia Maggi
- Breast Center, University Hospital Basel, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | - Gilles Dutilh
- Department of Clinical Research, University Hospital Basel, Basel, Switzerland
| | | | - Ruth S Eller
- Breast Center, University Hospital Basel, Basel, Switzerland
| | - Julie M Loesch
- Breast Center, University Hospital Basel, Basel, Switzerland
| | - Fabienne D Schwab
- Breast Center, University Hospital Basel, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | - Christian Kurzeder
- Breast Center, University Hospital Basel, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | - Walter P Weber
- Breast Center, University Hospital Basel, Basel, Switzerland
- University of Basel, Basel, Switzerland
| |
Collapse
|
11
|
Cha C, Jeong J, Kim HK, Nam SJ, Seong MK, Woo J, Park WC, Ryu S, Chung MS. Survival benefit from axillary surgery in patients aged 70 years or older with clinically node-negative breast cancer: A population-based propensity-score matched analysis. EUROPEAN JOURNAL OF SURGICAL ONCOLOGY 2022; 48:2385-2392. [PMID: 35922281 DOI: 10.1016/j.ejso.2022.07.005] [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: 04/26/2022] [Revised: 07/01/2022] [Accepted: 07/04/2022] [Indexed: 12/14/2022]
Abstract
BACKGROUND Older patients with breast cancer have good prognosis and most die from diseases other than breast cancer. Previous studies suggested that the surgical extent in older patients could be reduced. We aimed to compare survival outcomes in patients aged ≥70 years with clinically node-negative breast cancer, based on whether axillary surgery was performed. METHODS A total of 2,995 patients with breast cancer aged ≥70 years who underwent breast surgery were included in the Korean Breast Cancer Registry. Patients were classified into two groups according to the performance of axillary surgery. We used propensity score matching for demographic and treatment factors to minimize selection bias. We compared the 5-year overall survival (OS) and breast cancer-specific survival (BCSS). RESULTS Among 708 patients after 3:1 propensity score matching, 531 underwent breast surgery with axillary surgery and 177 underwent breast surgery alone. Of all patients, 51.7% had T1 stage, and 73.2% underwent mastectomy. Approximately 31.2% of patients received chemotherapy. Among patients who did not undergo axillary surgery, the 5-year OS and BCSS rates were 85.2% and 96.7%, respectively. The hazard ratio of axillary surgery for OS was 0.943 (95% confidence interval 0.652-1.365, p = 0.757), indicating no significant difference between two groups. CONCLUSIONS Our study demonstrates that axillary surgery in a matched cohort of older patients with breast cancer and clinically negative nodes does not provide a survival benefit compared to patients undergoing breast surgery alone. These findings suggest that axillary surgery may be safely omitted in a select group of patients aged ≥70 years with clinically node-negative cancer. Further studies are needed to identify potential candidates for omitting axillary surgery.
Collapse
Affiliation(s)
- Chihwan Cha
- Department of Surgery, Hanyang University College of Medicine, Seoul, South Korea
| | - Joon Jeong
- Department of Surgery, Gangnam Severance Hospital, Yonsei Univeristy College of Medicine, Seoul, South Korea
| | - Hong-Kyu Kim
- Department of Surgery, Seoul National University College of Medicine, Seoul, South Korea
| | - Seok Jin Nam
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea
| | - Min-Ki Seong
- Department of Surgery, Korea Cancer Centre Hospital, Korea Institutes of Radiological and Medical Sciences, Seoul, South Korea
| | - Joohyun Woo
- Department of Surgery, Ewha Womans University Medical Center, Seoul, South Korea
| | - Woo-Chan Park
- Department of Surgery, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - Soorack Ryu
- Biostatistical Consulting and Research Lab, Medical Research Collaborating Center, Hanyang University, Seoul, South Korea
| | - Min Sung Chung
- Department of Surgery, Hanyang University College of Medicine, Seoul, South Korea.
| | | |
Collapse
|
12
|
The Value of 320-Slice Spiral Computed Tomography Perfusion Imaging in Staging and Long-Term Dynamic Evaluation of Breast Cancer. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2022; 2022:7442123. [PMID: 35912154 PMCID: PMC9334064 DOI: 10.1155/2022/7442123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Revised: 06/24/2022] [Accepted: 07/06/2022] [Indexed: 11/17/2022]
Abstract
The value of 320-slice spiral computed tomography (CT) perfusion imaging in staging and long-term dynamic evaluation of breast cancer was explored. 120 breast cancer patients who underwent preoperative CT examination and were confirmed by surgery and pathology were selected. All patients underwent preoperative TNM staging of breast cancer, with 120 cases in each stage. According to the results of 320-slice spiral CT, the postoperative pathology and surgical methods were compared and analyzed. CT diagnosis of breast cancer showed that T1 sensitivity was 71% and accuracy was 61%, T2 sensitivity was 74% and accuracy was 64%, T3 sensitivity was 94% and the accuracy was 84%, and the T4 sensitivity was 100% and the accuracy was 91%. The sensitivity of N1 stage was 71%, and the accuracy was 61%; and the sensitivity of N2 ~ N3 stage was 81%, and the accuracy was 76%. There were 7 cases of M1 with distant metastasis, the sensitivity was 71%, and the accuracy was 71%. At T1 stage, blood flow (BF) was 39.2 ± 16.7 mL/min/100 g, blood volume (BV) was 2.66 ± 1.4 mL/100 g, mean transit time (MTT) was 8.16 ± 2.7 s, and permeability surface (PS) was 16.6 ± 9.7 mL/min/100 g. 320-slice spiral CT perfusion imaging technology provided a new diagnostic mode for everyone, which can quantitatively identify breast cancer with multiple parameters, which was of great significance for clinical auxiliary diagnosis.
Collapse
|
13
|
Radosa JC, Solomayer EF, Deeken M, Minko P, Zimmermann JSM, Kaya AC, Radosa MP, Stotz L, Huwer S, Müller C, Karsten MM, Wagenpfeil G, Radosa CG. Preoperative Sonographic Prediction of Limited Axillary Disease in Patients with Primary Breast Cancer Meeting the Z0011 Criteria: an Alternative to Sentinel Node Biopsy? Ann Surg Oncol 2022; 29:4764-4772. [PMID: 35486266 PMCID: PMC9246792 DOI: 10.1245/s10434-022-11829-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Accepted: 04/13/2022] [Indexed: 12/19/2022]
Abstract
PURPOSE To assess the accuracy of preoperative sonographic staging for prediction of limited axillary disease (LAD, one or two metastatic lymph nodes) and to identify factors associated with high prediction-pathology concordance in patients with early-stage breast cancer meeting the Z0011 criteria. MATERIALS AND METHODS Patients treated between January 2015 and January 2020 were included in this retrospective, multicentric analysis of prospectively acquired service databases. The accuracy of LAD prediction was assessed separately for patients with one and two suspicious lymph nodes on preoperative sonography. Test validity outcomes for LAD prediction were calculated for both groups, and a multivariate model was used to identify factors associated with high accuracy of LAD prediction. RESULTS Of 2059 enrolled patients, 1513 underwent sentinel node biopsy, 436 primary and 110 secondary axillary dissection. For LAD prediction in patients with one suspicious lymph node on preoperative ultrasound, sensitivity was 92% (95% CI 87-95%), negative predictive value (NPV) was 92% (95% CI 87-95%), and the false-negative rate (FNR) was 8% (95% CI 5-13%). For patients with two preoperatively suspicious nodes, the sensitivity, NPV, and FNR were 89% (95% CI 84-93%), 73% (62-83%), and 11% (95% CI 7-16%), respectively. On multivariate analysis, the number of suspicious lymph nodes was associated inversely with correct LAD prediction ([OR 0.01 (95% CI 0.01-0.93), p ≤ 0.01]. CONCLUSIONS Sonographic axillary staging in patients with one metastatic lymph node predicted by preoperative ultrasound showed high accuracy and a false-negative rate comparable to sentinel node biopsy for prediction of limited axillary disease.
Collapse
Affiliation(s)
- Julia Caroline Radosa
- Department of Gynaecology and Obstetrics, Saarland University Hospital, Homburg, Saar, Germany.
| | - Erich-Franz Solomayer
- Department of Gynaecology and Obstetrics, Saarland University Hospital, Homburg, Saar, Germany
| | - Martin Deeken
- Department of Gynaecology and Obstetrics, Knappschaftsklinikum Puettlingen, Puettlingen, Germany
| | - Peter Minko
- Department for Diagnostic and Interventionel Radiology, Duesseldorf University Hospital, Duesseldorf, Germany
| | | | - Askin Canguel Kaya
- Department of Gynaecology and Obstetrics, Saarland University Hospital, Homburg, Saar, Germany
| | - Marc Philipp Radosa
- Department of Gynaecology & Obstetrics, Klinikum Bremen-Nord, Bremen, Germany
| | - Lisa Stotz
- Department of Gynaecology and Obstetrics, Saarland University Hospital, Homburg, Saar, Germany
| | - Sarah Huwer
- Department of Gynaecology and Obstetrics, Saarland University Hospital, Homburg, Saar, Germany
| | - Carolin Müller
- Department of Gynaecology and Obstetrics, Saarland University Hospital, Homburg, Saar, Germany
| | - Maria Margarete Karsten
- Charité - University Medicine Berlin, Corporate Member of Freie University Berlin, Humboldt-Universität zu Berlin, Berlin, Germany.,Department of Gynecology with Breast Center, Berlin Institute of Health, Berlin, Germany
| | - Gudrun Wagenpfeil
- Institute of Medical Biometry, Epidemiology and Medical Informatics, Saarland University Hospital, Homburg, Saar, Germany
| | - Christoph Georg Radosa
- Department of Gynaecology and Obstetrics, Saarland University Hospital, Homburg, Saar, Germany.,Department of Diagnostic and Interventional Radiology, University Hospital Carl Gustav Carus, TU Dresden, Dresden, Germany
| |
Collapse
|
14
|
Minami CA, Jin G, Schonberg MA, Freedman RA, King TA, Mittendorf EA. Variation in Deescalated Axillary Surgical Practices in Older Women with Early-Stage Breast Cancer. Ann Surg Oncol 2022; 29:10.1245/s10434-022-11677-z. [PMID: 35385998 PMCID: PMC9982465 DOI: 10.1245/s10434-022-11677-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Accepted: 03/07/2022] [Indexed: 02/02/2023]
Abstract
BACKGROUND Randomized controlled trials show that certain axillary surgical practices can be safely deescalated in older adults with early-stage breast cancer. Hospital volume is often equated with surgical quality, but it is unclear whether this includes performance of low-value surgeries. We sought to describe how utilization of two low-value axillary surgeries has varied by time and hospital volume. METHODS Women aged ≥ 70 years diagnosed with breast cancer from 2013 to 2016 were identified in the National Cancer Database. The outcomes of interest were sentinel lymph node biopsy (SLNB) in cT1N0 hormone receptor-positive cancer patients and axillary lymph node dissection (ALND) in cT1-2N0 patients undergoing breast-conserving surgery with ≤ 2 pathologically positive nodes. Time trends in procedure use and multivariable regression with restricted cubic splines were performed, adjusting for patient, disease, and hospital factors. RESULTS Overall, 83.4% of 44,779 women eligible for omission of SLNB underwent SLNB and 20.0% of 7216 patients eligible for omission of ALND underwent ALND. SLNB rates did not change significantly over time and remained significantly different by age group (70-74 years: 93.5%; 75-79 years: 89.7%, 80-84 years: 76.7%, ≥ 85 years: 48.9%; p < 0.05). ALND rates decreased over the study period across all age groups included (22.5 to 16.9%, p < 0.001). In restricted cubic splines models, lower hospital volume was associated with higher likelihood of undergoing SLNB and ALND. CONCLUSIONS ALND omission has been more widely adopted than SLNB omission in older adults, but lower hospital volume is associated with higher likelihood of both procedures. Practice-specific deimplementation strategies are needed, especially for lower-volume hospitals.
Collapse
Affiliation(s)
- Christina A Minami
- Division of Breast Surgery, Department of Surgery, Brigham and Women's Hospital, Boston, MA, USA.
- Breast Oncology Program, Dana-Farber/Brigham and Women's Cancer Center, Boston, MA, USA.
| | - Ginger Jin
- Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, MA, USA
| | - Mara A Schonberg
- Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Rachel A Freedman
- Breast Oncology Program, Dana-Farber/Brigham and Women's Cancer Center, Boston, MA, USA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Tari A King
- Division of Breast Surgery, Department of Surgery, Brigham and Women's Hospital, Boston, MA, USA
- Breast Oncology Program, Dana-Farber/Brigham and Women's Cancer Center, Boston, MA, USA
| | - Elizabeth A Mittendorf
- Division of Breast Surgery, Department of Surgery, Brigham and Women's Hospital, Boston, MA, USA
- Breast Oncology Program, Dana-Farber/Brigham and Women's Cancer Center, Boston, MA, USA
| |
Collapse
|
15
|
Bredbeck BC, Baskin AS, Wang T, Sinco BR, Berlin NL, Shubeck SP, Mott NM, Greenup RA, Nathan H, Hughes TM, Dossett LA. Incremental Spending Associated with Low-Value Treatments in Older Women with Breast Cancer. Ann Surg Oncol 2022; 29:1051-1059. [PMID: 34554342 DOI: 10.1245/s10434-021-10807-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Accepted: 08/31/2021] [Indexed: 11/18/2022]
Abstract
BACKGROUND In most women ≥ 70 years old with hormone-receptor-positive breast cancer, axillary staging and adjuvant radiotherapy provide no survival advantage over surgery and hormone therapy alone. Despite recommendations for their omission, sentinel lymph node biopsy (SLNB) and adjuvant radiotherapy rates remain high. While treatment side effects are well documented, less is known about the incremental spending associated with SLNB and adjuvant radiotherapy. METHODS Using a statewide multipayer claims registry, we examined spending associated with breast cancer treatment in a retrospective cohort of women ≥ 70 years old undergoing surgery. RESULTS 9074 women ≥70 years old underwent breast cancer resection between 2012 and 2019, with 78% (n = 7122) receiving SLNB and/or adjuvant radiotherapy within 90 days of surgery. Women undergoing SLNB were more likely to receive radiation (51% vs. 28%; p < 0.001 and OR = 2.68). Average 90-day spending varied substantially based upon treatment received, ranging from US$10,367 (breast-conserving surgery alone) to US$27,370 (mastectomy with SLNB and adjuvant radiotherapy). The relative increases in 90-day treatment spending in the breast-conserving surgery cohort was 65% for SLNB, 82% for adjuvant radiotherapy, and 120% for both treatments. CONCLUSIONS SLNB and adjuvant radiotherapy have significant spending implications in older women with breast cancer, even though they are unlikely to improve survival.
Collapse
Affiliation(s)
- Brooke C Bredbeck
- Department of Surgery, Michigan Medicine, Ann Arbor, MI, USA
- Center for Healthcare Outcomes and Policy, Michigan Medicine, Ann Arbor, MI, USA
| | - Alison S Baskin
- Center for Healthcare Outcomes and Policy, Michigan Medicine, Ann Arbor, MI, USA
- University of Michigan School of Medicine, Ann Arbor, MI, USA
| | - Ton Wang
- Department of Surgery, Michigan Medicine, Ann Arbor, MI, USA
- Center for Healthcare Outcomes and Policy, Michigan Medicine, Ann Arbor, MI, USA
| | - Brandy R Sinco
- Center for Healthcare Outcomes and Policy, Michigan Medicine, Ann Arbor, MI, USA
| | - Nicholas L Berlin
- Department of Surgery, Michigan Medicine, Ann Arbor, MI, USA
- Center for Healthcare Outcomes and Policy, Michigan Medicine, Ann Arbor, MI, USA
| | - Sarah P Shubeck
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Nicole M Mott
- Center for Healthcare Outcomes and Policy, Michigan Medicine, Ann Arbor, MI, USA
- University of Michigan School of Medicine, Ann Arbor, MI, USA
| | | | - Hari Nathan
- Department of Surgery, Michigan Medicine, Ann Arbor, MI, USA
- Center for Healthcare Outcomes and Policy, Michigan Medicine, Ann Arbor, MI, USA
| | - Tasha M Hughes
- Department of Surgery, Michigan Medicine, Ann Arbor, MI, USA
- Center for Healthcare Outcomes and Policy, Michigan Medicine, Ann Arbor, MI, USA
| | - Lesly A Dossett
- Department of Surgery, Michigan Medicine, Ann Arbor, MI, USA.
- Center for Healthcare Outcomes and Policy, Michigan Medicine, Ann Arbor, MI, USA.
| |
Collapse
|
16
|
Dossett LA, Mott NM, Bredbeck BC, Wang T, Jobin CTC, Hughes TM, Hawley ST, Zikmund-Fisher BJ. Using Tailored Messages to Target Overuse of Low-Value Breast Cancer Care in Older Women. J Surg Res 2022; 270:503-512. [PMID: 34801801 PMCID: PMC8734932 DOI: 10.1016/j.jss.2021.10.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Revised: 09/19/2021] [Accepted: 10/11/2021] [Indexed: 02/03/2023]
Abstract
BACKGROUND National recommendations allow for the omission of sentinel lymph node biopsy (SLNB) and post-lumpectomy radiotherapy in women ≥ 70 y/o with early-stage, hormone-receptor positive invasive breast cancer, but these therapies remain common. Previous work demonstrates an individual's maximizing-minimizing trait-an inherent preference for more or less medical care-may influence the preference for low-value care. MATERIALS AND METHODS We recruited an equal number of women ≥ 70 yrs who were maximizers, minimizers, or neutral based on a validated measure between September 2020 and November 2020. Participants were presented a hypothetical breast cancer diagnosis before randomization to one of three follow-up messages: maximizer-tailored, minimizer-tailored, or neutral. Tailored messaging aimed to redirect maximizers and minimizers toward declining SLNB and radiotherapy. The main outcome measure was predicted probability of choosing SLNB or radiotherapy. RESULTS The final analytical sample (n = 1600) was 515 maximizers (32%), 535 neutral (33%) and 550 (34%) minimizers. Higher maximizing tendency positively correlated with electing both SLNB and radiotherapy on logistic regression (P < 0.01). Any tailoring (maximizer- or minimizer-tailored) reduced preference for SLNB in maximizing and neutral women but had no effect in minimizing women. Tailoring had no impact on radiotherapy decision, except for an increased probability of minimizers electing radiotherapy when presented with maximizer-tailored messaging. CONCLUSIONS Maximizing-minimizing tendencies are associated with treatment preferences among women facing a hypothetical breast cancer diagnosis. Targeted messaging may facilitate avoidance of low-value breast cancer care, particularly for SLNB.
Collapse
Affiliation(s)
- Lesly A. Dossett
- University of Michigan, Department of Surgery, Ann Arbor, MI, USA,University of Michigan, Institute for Healthcare Policy and Innovation, Ann Arbor, MI, USA,Center for Bioethics and Social Sciences in Medicine (CBSSM), Ann Arbor, MI, USA
| | - Nicole M. Mott
- University of Michigan Medical School, Ann Arbor, MI, USA
| | - Brooke C. Bredbeck
- University of Michigan, Department of Surgery, Ann Arbor, MI, USA,University of Michigan, Institute for Healthcare Policy and Innovation, Ann Arbor, MI, USA
| | - Ton Wang
- University of Michigan, Department of Surgery, Ann Arbor, MI, USA,University of Michigan, Institute for Healthcare Policy and Innovation, Ann Arbor, MI, USA
| | - Chad TC. Jobin
- University of Michigan, Institute for Healthcare Policy and Innovation, Ann Arbor, MI, USA
| | - Tasha M. Hughes
- University of Michigan, Department of Surgery, Ann Arbor, MI, USA,University of Michigan, Institute for Healthcare Policy and Innovation, Ann Arbor, MI, USA,Center for Bioethics and Social Sciences in Medicine (CBSSM), Ann Arbor, MI, USA
| | - Sarah T. Hawley
- University of Michigan, Institute for Healthcare Policy and Innovation, Ann Arbor, MI, USA,Center for Bioethics and Social Sciences in Medicine (CBSSM), Ann Arbor, MI, USA,University of Michigan, Department of Internal Medicine, Ann Arbor, MI, USA,University of Michigan, Department of Health Education and Health Behavior, Ann Arbor, MI, USA
| | - Brian J. Zikmund-Fisher
- Center for Bioethics and Social Sciences in Medicine (CBSSM), Ann Arbor, MI, USA,University of Michigan, Department of Internal Medicine, Ann Arbor, MI, USA,University of Michigan, Department of Health Education and Health Behavior, Ann Arbor, MI, USA
| |
Collapse
|
17
|
Dillon J, Thomas SM, Rosenberger LH, DiLalla G, Fayanju OM, Menendez CS, Hwang ES, Plichta JK. Mortality in Older Patients with Breast Cancer Undergoing Breast Surgery: How Low is "Low Risk"? Ann Surg Oncol 2021; 28:5758-5767. [PMID: 34309779 PMCID: PMC8425718 DOI: 10.1245/s10434-021-10502-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Accepted: 07/01/2021] [Indexed: 12/17/2022]
Abstract
BACKGROUND Breast surgery carries a low risk of postoperative mortality. For older patients with multiple comorbidities, even low-risk procedures can confer some increased perioperative risk. We sought to identify factors associated with postoperative mortality in breast cancer patients ≥70 years to create a nomogram for predicting risk of death within 90 days. METHODS Patients diagnosed with nonmetastatic invasive breast cancer (2010-2016) were selected from the National Cancer Database. Unadjusted OS was estimated using the Kaplan-Meier method. Multivariate logistic regression was used to estimate the association of age and surgery with 90-day mortality and to build a predictive nomogram. RESULTS Among surgical patients ≥70 years, unadjusted 90-day mortality increased with increasing age (70-74 = 0.4% vs. ≥85 = 1.6%), comorbidity score (0 = 0.5% vs. ≥3 = 2.7%), and disease stage (I = 0.4% vs. III = 2.7%; all p < 0.001). After adjustment, death within 90 days of surgery was associated with higher age (≥85 vs. 70-74: odds ratio [OR] 3.16, 95% confidence interval [CI] 2.74-3.65), comorbidity score (≥3 vs. 0: OR 4.79, 95% CI 3.89-5.89), and disease stage (III vs. I: OR 4.30, 95% CI 3.69-5.00). Based on these findings, seven variables (age, gender, comorbidity score, facility type, facility location, clinical stage, and surgery type) were selected to build a nomogram; estimates of risk of death within 90 days ranged from <1 to >30%. CONCLUSIONS Breast operations remain relatively low-risk procedures for older patients with breast cancer, but select factors can be used to estimate the risk of postoperative mortality to guide surgical decision-making among older women.
Collapse
Affiliation(s)
- Jacquelyn Dillon
- Department of Surgery, Duke University Medical Center, Durham, NC, USA
| | - Samantha M Thomas
- Duke Cancer Institute, Durham, NC, USA
- Biostatistics Shared Resource, Duke Cancer Institute, Durham, NC, USA
- Department of Biostatistics & Bioinformatics, Duke University, Durham, NC, USA
| | - Laura H Rosenberger
- Department of Surgery, Duke University Medical Center, Durham, NC, USA
- Duke Cancer Institute, Durham, NC, USA
| | - Gayle DiLalla
- Department of Surgery, Duke University Medical Center, Durham, NC, USA
- Duke Cancer Institute, Durham, NC, USA
| | - Oluwadamilola M Fayanju
- Department of Surgery, Duke University Medical Center, Durham, NC, USA
- Duke Cancer Institute, Durham, NC, USA
- Department of Population Health Sciences, Duke University Medical Center, Durham, NC, USA
- Department of Surgery, Durham VA Medical Center, Durham, NC, USA
| | | | - E Shelley Hwang
- Department of Surgery, Duke University Medical Center, Durham, NC, USA
- Duke Cancer Institute, Durham, NC, USA
| | - Jennifer K Plichta
- Department of Surgery, Duke University Medical Center, Durham, NC, USA.
- Duke Cancer Institute, Durham, NC, USA.
- Department of Population Health Sciences, Duke University Medical Center, Durham, NC, USA.
- DUMC 3513, Durham, NC, USA.
| |
Collapse
|
18
|
Risner V, Jordan S. Mucinous carcinoma in an octogenarian: Treatment and management of breast cancer in the elderly. Radiol Case Rep 2021; 16:3201-3207. [PMID: 34484519 PMCID: PMC8405931 DOI: 10.1016/j.radcr.2021.07.077] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Revised: 07/21/2021] [Accepted: 07/24/2021] [Indexed: 11/11/2022] Open
Abstract
Age is a risk factor for breast cancer in females, and over 60% of female breast cancer deaths occur in those aged 65 and older. As the population in the United States continues to age, it is expected that there will be a commensurate increase in the number of women diagnosed with breast cancer, making understanding of effective treatment and management of breast cancer in the elderly essential. Here, we review the treatment and management of early breast cancer in the elderly. We report a case of invasive mucinous carcinoma in an 80-year-old female detected on routine clinical breast exam by her primary care physician. Mucinous carcinoma of the breast is a type of rare invasive neoplasm that generally carries an excellent prognosis. Following an ultrasound-guided core needle biopsy, a right breast needle localized segmental mastectomy was performed and the patient was prescribed an aromatase inhibitor for hormone-receptor positive tumor. After a follow-up of 8 years, the patient remains free of recurrence or metastasis and vibrantly living meaningful daily life.
Collapse
Affiliation(s)
- Victoria Risner
- University of North Carolina School of Medicine, 321 South Columbia Street, Chapel Hill, NC, USA, 27599
| | - Sheryl Jordan
- University of North Carolina School of Medicine, 321 South Columbia Street, Chapel Hill, NC, USA, 27599
| |
Collapse
|
19
|
Long-term outcome and axillary recurrence in elderly women (≥70 years) with breast cancer: 10-years follow-up from a matched cohort study. Eur J Surg Oncol 2021; 47:1593-1600. [PMID: 33685727 DOI: 10.1016/j.ejso.2021.02.027] [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: 01/28/2021] [Revised: 02/12/2021] [Accepted: 02/22/2021] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND AND OBJECTIVES The oncological benefit of axillary surgery (AS), with sentinel lymph node biopsy (SLNB) or axillary dissection (ALND), in elderly women affected by breast cancer (BC) is controversial. We evaluated AS trends over a 10-year follow-up period as well as locoregional and survival outcomes in this subset of patients. METHODS Patients aged 70 years or older, treated between 1994 and 2008, were selected and divided in two groups, depending on whether or not AS was performed. A (1:1) matched analysis for all relevant clinicopathological features was performed. Outcomes were analyzed using the Kaplan-Meier method and univariate Cox-proportional hazard ratio analysis. RESULTS A total of 1.748 patients were identified and stratified by age (70-74, 75-79, 80-84). A matched analysis was performed for 252 patients: 122 who underwent AS and 122 who did not. At 10-year follow-up, ipsilateral breast tumor recurrence, distant metastasis and contralateral BC were similar, p = 0.83, p = 0.42 and p = 0.28, respectively. In the no-AS group, a significant increased risk of axillary lymph-node recurrence was identified at 5- and confirmed at 10-years (p = 0.038), without impact on overall survival at 5- and 10-years (p = 0.52). In the non-AS group, higher rate of axillary recurrence at 10-years was observed in patients with poorly differentiated (24.1%, 95% CI 7.2-46.2), highly proliferative (Ki67 ≥ 20%: 17.1%, 95% CI 0.6-33.3) and luminal B tumors (16.8%, 95% CI 5.9-35.5). CONCLUSIONS Axillary staging in elderly women does not impact long-term survival. Tailoring surgery according to tumor biology and age may improve locoregional outcome.
Collapse
|
20
|
Luo SP, Zhang J, Wu QS, Lin YX, Song CG. Association of Axillary Lymph Node Evaluation With Survival in Women Aged 70 Years or Older With Breast Cancer. Front Oncol 2021; 10:596545. [PMID: 33585213 PMCID: PMC7877252 DOI: 10.3389/fonc.2020.596545] [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: 08/19/2020] [Accepted: 10/23/2020] [Indexed: 12/26/2022] Open
Abstract
Background Survival in elderly patients undergoing sentinel lymph node biopsy (SLNB) and axillary lymph node dissection (ALND) has not been specifically analyzed. This study aimed to explore the association between different types of axillary lymph node (ALN) evaluations and survival of elderly breast cancer patients. Methods A retrospective cohort study was conducted of invasive ductal breast cancer patients 70 years and older in the Surveillance, Epidemiology, and End Results database (2004–2016). Analyses were performed to compare the characteristics and survival outcomes of patients who received surgical lymph node dissection and those who did not. Breast cancer specific survival (BCSS) and overall survival were compared by using Cox proportional hazards regression analysis and propensity score matching (PSM) methods to account for selection bias from covariate imbalance. Results Of the 75,950 patients analyzed, patients without ALN evaluation had a significantly worse prognosis, while there was no significant difference for BCSS between using a sentinel lymph node biopsy (SLNB) and an axillary lymph node dissection (ALND) after adjustment for known covariates [adjusted hazard ratio (HR) = 0.991, 95% confidence interval (CI) = 0.925–1.062, p = 0.800]. In the stratification analyses after PSM, the ALND did not show a significant BCSS advantage compared with SLNB in any subgroups except for the pN1 stage or above. Furthermore, after PSM of the pN1 stage patients, SLNB was associated with a significantly worse BCSS in hormone receptor negative (HR−) patients (HR = 1.536, 95%CI = 1.213–1.946, p < 0.001), but not in the hormone receptor positive (HR+) group (HR = 1.150, 95%CI = 0.986–1.340, p = 0.075). Conclusion In our study, ALND does not yield superior survival compared with SLNB for elderly patients with pN1 stage HR+ breast cancer. Although our findings are limited by the bias associated with retrospective study design, we believe that in the absence of results from randomized clinical trials, our findings should be considered when recommending the omission of ALND for elderly breast cancer patients.
Collapse
Affiliation(s)
- Shi-Ping Luo
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, China
| | - Jie Zhang
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, China.,Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, China
| | - Qi-Sen Wu
- Department of Orthopedics, Fujian Medical University Union Hospital, Fuzhou, China
| | - Yu-Xiang Lin
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, China.,Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, China
| | - Chuan-Gui Song
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, China.,Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, China
| |
Collapse
|
21
|
Cortina CS. De-Escalation of Local-Regional Therapy for Older Breast Cancer Patients. CURRENT BREAST CANCER REPORTS 2020. [DOI: 10.1007/s12609-020-00395-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
|
22
|
Cai S, Zuo W, Lu X, Gou Z, Zhou Y, Liu P, Pan Y, Chen S. The Prognostic Impact of Age at Diagnosis Upon Breast Cancer of Different Immunohistochemical Subtypes: A Surveillance, Epidemiology, and End Results (SEER) Population-Based Analysis. Front Oncol 2020; 10:1729. [PMID: 33072554 PMCID: PMC7538776 DOI: 10.3389/fonc.2020.01729] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Accepted: 08/03/2020] [Indexed: 01/08/2023] Open
Abstract
Background and Objectives: The influence of age at diagnosis of breast cancer upon the prognosis of patients with different immunohistochemical (IHC)-defined subtypes is still incompletely defined. Our study aimed at examining the association of age at diagnosis and risk of breast cancer-specific mortality (BCSM). Methods: 172,179 eligible breast cancer patients were obtained for our study cohort using the Surveillance, Epidemiology, and End Results database from 2010 to 2015. Patients were classified into four IHC-defined subtypes according to their ER, PgR, and HER2 status. Kaplan-Meier plots were used to describe BCSM among patients in different age groups. A Cox proportional hazards model was used for multivariate analysis. A multivariable fractional polynomial model within the Cox proportional hazards model was used to evaluate the relationship between age at diagnosis and the risk of BCSM. Results: For the whole cohort, the median follow-up time was 43 months. Patients younger than 40 years and those older than 79 years presented with the worst BCSM (hazard ratio [HR] 1.13, 95% confidence interval [CI] 1.03-1.23, and HR 3.52, 95% CI 3.23-3.83, respectively, p < 0.01, with age 40-49 years as the reference). The log hazard ratios of hormone receptor (HoR)(+)/HER2(-) patients formed a quadratic relationship between age at diagnosis and BCSM, but not in the other three subtypes of breast cancer. In the HoR(+)/HER2(-) subtype, patients younger than 40 years had worse BCSM than those aged at 40-49 years (HR 1.26, 95% CI 1.10-1.45, and p < 0.01). Conclusions: Women diagnosed with HoR(+)/HER2(-) breast cancer younger than 40 years or older than 79 years of age suffer higher rates of cancer-specific mortality. Young age at diagnosis may be particularly prognostic in HoR(+)/HER2(-) breast cancer.
Collapse
Affiliation(s)
- Shibin Cai
- Department of Breast Surgery, Lishui Hospital, Zhejiang University School of Medicine, Lishui, China
| | - Wenjia Zuo
- Department of Breast Surgery, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Xunxi Lu
- Department of Breast Surgery, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Zongchao Gou
- Department of Breast Surgery, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Yi Zhou
- Department of Breast Surgery, Lishui Hospital, Zhejiang University School of Medicine, Lishui, China
| | - Pengpeng Liu
- Department of Breast Surgery, Lishui Hospital, Zhejiang University School of Medicine, Lishui, China
| | - Yin Pan
- Department of Breast Surgery, Lishui Hospital, Zhejiang University School of Medicine, Lishui, China
| | - Shuzheng Chen
- Department of Breast Surgery, Lishui Hospital, Zhejiang University School of Medicine, Lishui, China
| |
Collapse
|
23
|
Louie RJ, Gaber CE, Strassle PD, Gallagher KK, Downs-Canner SM, Ollila DW. Trends in Surgical Axillary Management in Early Stage Breast Cancer in Elderly Women: Continued Over-Treatment. Ann Surg Oncol 2020; 27:3426-3433. [PMID: 32215758 DOI: 10.1245/s10434-020-08388-8] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2019] [Indexed: 11/18/2022]
Abstract
INTRODUCTION In the past two decades, three prospective randomized trials demonstrated that elderly women with early stage hormone positive breast cancer had equivalent disease-specific mortality regardless of axillary surgery. In 2016, the Choosing Wisely campaign encouraged patients and providers to reconsider the role of axillary surgery in this population. We sought to identify factors that contribute to adopting non-operative management of the axilla in these patients. MATERIALS AND METHODS We performed a retrospective analysis of women ≥ 70 years old with cT1/T2, hormone positive invasive ductal carcinoma who underwent partial or total mastectomy, with/without axillary surgery, and did not receive adjuvant chemotherapy from the National Cancer Database from 2004 to 2015. We used multivariable log-binomial regression to model the risk of undergoing axillary surgery across region, care setting, and Charlson-Deyo scores, and analyzed temporal trends using Poisson regression. From 2004 to 2015, 87,342 of 99,940 women who met inclusion criteria (83%) had axillary surgery. Over time, axillary surgery increased from 78% to 88% (p < 0.001). This rise was consistent across region (p = 0.81) and care setting (p = 0.09), but flattened as age increased (p < 0.001). Omitting axillary surgery was more likely in patients treated in New England (RR 0.88, 95% CI 0.86, 0.89) and patients ≥ 85 (RR 0.66, 95% CI 0.65, 0.67). CONCLUSIONS Axillary surgery continues to be the preferred option of axillary management in elderly women with early stage, clinically node negative, hormone-positive, invasive breast cancer despite no survival benefit. Identifying factors to improve patient selection and dissemination of current recommendations can improve adoption of current evidence on axillary surgery in the elderly.
Collapse
Affiliation(s)
- Raphael J Louie
- Division of Surgical Oncology and Endocrine Surgery, Department of Surgery, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Charles E Gaber
- Department of Epidemiology, Gillings School of Global Public Health, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.,Department of Surgery, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Paula D Strassle
- Department of Epidemiology, Gillings School of Global Public Health, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.,Department of Surgery, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Kristalyn K Gallagher
- Division of Surgical Oncology and Endocrine Surgery, Department of Surgery, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Stephanie M Downs-Canner
- Division of Surgical Oncology and Endocrine Surgery, Department of Surgery, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - David W Ollila
- Division of Surgical Oncology and Endocrine Surgery, Department of Surgery, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
| |
Collapse
|
24
|
Plichta JK, Thomas SM, Vernon R, Fayanju OM, Rosenberger LH, Hyslop T, Hwang ES, Greenup RA. Breast cancer tumor histopathology, stage at presentation, and treatment in the extremes of age. Breast Cancer Res Treat 2020; 180:227-235. [PMID: 31980967 PMCID: PMC7066434 DOI: 10.1007/s10549-020-05542-4] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2019] [Accepted: 01/18/2020] [Indexed: 11/29/2022]
Abstract
BACKGROUND Given presumed differences in disease severity between young (≤ 45 years) and elderly (≥ 75 years) women with breast cancer, we sought to compare tumor histopathology, stage at presentation, patterns of care, and survival at the extremes of age. METHODS Adults with stages 0-IV breast cancer in the National Cancer Database (2004-2015) were categorized by age (18-45 years, 46-74 years, ≥ 75 years) and compared. Kaplan-Meier curves were used to visualize unadjusted overall survival (OS). A Cox proportional-hazards model was used to estimate the effect of age group, including adjustment for tumor subtype [hormone receptor [HR]+/HER2-, HER2+, triple-negative (TN)]. RESULTS Of the 1,201,252 patients identified, 13% were ≤ 45 years and 17.5% were ≥ 75 years. Women ≤ 45 years were more likely to have higher pT/N stages and grade 3 disease compared to older patients; however, rates of de novo cM1 disease were comparable (3.7% vs 3.5%). HER2+ and TN tumors were more common in those ≤ 45 years (HER2+ : 18.6% vs 9.2%; TN: 14.9% vs 8.2%), while HR+/HER2- tumors were more likely in women ≥ 75 years (69.3% vs 51.3%) (all p < 0.001). Younger patients were more likely to undergo mastectomy vs lumpectomy (56% vs 34%), and receive chemotherapy (65.8% vs 10.2%) and radiation (56.2% vs 39.5%). After adjustment, OS was worse in older patients (older HR 2.94, CI 2.86-3.03). CONCLUSIONS High-risk tumor subtypes and comprehensive multimodal treatment remain significantly more common among younger women (≤ 45 years) with breast cancer, yet, elderly women are similarly diagnosed with incurable de novo metastatic disease. Tailored screening and treatment strategies are critical to prevent age-related disparities in breast cancer care.
Collapse
Affiliation(s)
- Jennifer K Plichta
- Department of Surgery, Duke University Medical Center, 1353, Durham, NC, 27710, USA.
- Duke Cancer Institute, Durham, NC, USA.
| | - Samantha M Thomas
- Duke Cancer Institute, Durham, NC, USA
- Department of Biostatistics & Bioinformatics, Duke University, Durham, NC, USA
| | - Rebecca Vernon
- Department of Surgery, Duke University Medical Center, 1353, Durham, NC, 27710, USA
| | - Oluwadamilola M Fayanju
- Department of Surgery, Duke University Medical Center, 1353, Durham, NC, 27710, USA
- Duke Cancer Institute, Durham, NC, USA
- Department of Surgery, Durham VA Medical Center, Durham, NC, USA
| | - Laura H Rosenberger
- Department of Surgery, Duke University Medical Center, 1353, Durham, NC, 27710, USA
- Duke Cancer Institute, Durham, NC, USA
| | - Terry Hyslop
- Duke Cancer Institute, Durham, NC, USA
- Department of Biostatistics & Bioinformatics, Duke University, Durham, NC, USA
| | - E Shelley Hwang
- Department of Surgery, Duke University Medical Center, 1353, Durham, NC, 27710, USA
- Duke Cancer Institute, Durham, NC, USA
| | - Rachel A Greenup
- Department of Surgery, Duke University Medical Center, 1353, Durham, NC, 27710, USA
- Duke Cancer Institute, Durham, NC, USA
| |
Collapse
|
25
|
Downs-Canner SM, Gaber CE, Louie RJ, Strassle PD, Gallagher KK, Muss HB, Ollila DW. Nodal positivity decreases with age in women with early-stage, hormone receptor-positive breast cancer. Cancer 2019; 126:1193-1201. [PMID: 31860136 DOI: 10.1002/cncr.32668] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2019] [Revised: 11/01/2019] [Accepted: 11/20/2019] [Indexed: 12/23/2022]
Abstract
BACKGROUND Despite data demonstrating the safety of omitting axillary surgery in older women with early-stage breast cancer, the incidence of axillary surgery remains high. It was hypothesized that the prevalence of nodal positivity would decrease with advancing age. METHODS The National Cancer Data Base was used to construct a cohort of adult women with early-stage, clinically node-negative, estrogen receptor-positive (ER+), human epidermal growth factor receptor 2-negative breast cancer treated between 2013 and 2015. Multivariable logistic regression was used to assess the relationship between age and nodal positivity, and this was stratified by the axillary surgery category. Modified Poisson regression was used to estimate the proportion of women receiving adjuvant therapy according to age and nodal status. RESULTS The incidence of axillary surgery among women aged 70 and older (n = 51,917) remained high nationwide (86%). There was a significant decrease in nodal positivity with advancing age in women with early-stage, ER+, clinically node-negative breast cancer from the youngest cohort up to patients aged 70 to 89 years, and this was independent of histologic subtype (ductal vs lobular), race, comorbidities, and socioeconomic factors. Overall, less than 10% of women aged 70 or older who underwent surgery had node-positive disease, regardless of axillary surgery type, and almost 95% of node-positive patients aged 70 or older were at pathological stage N1mi or N1. CONCLUSIONS Axillary surgery may be safely omitted for many older women with ER+, clinically node-negative, early-stage breast cancer. Nodal positivity declines with advancing age, and this suggests varied biology in older patients versus younger patients.
Collapse
Affiliation(s)
- Stephanie M Downs-Canner
- Division of Surgical Oncology and Endocrine Surgery, Department of Surgery, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Charles E Gaber
- Division of Surgical Oncology and Endocrine Surgery, Department of Surgery, University of North Carolina School of Medicine, Chapel Hill, North Carolina.,Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Raphael J Louie
- Division of Surgical Oncology and Endocrine Surgery, Department of Surgery, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Paula D Strassle
- Division of Surgical Oncology and Endocrine Surgery, Department of Surgery, University of North Carolina School of Medicine, Chapel Hill, North Carolina.,Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Kristalyn K Gallagher
- Division of Surgical Oncology and Endocrine Surgery, Department of Surgery, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Hyman B Muss
- Department of Medical Oncology, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - David W Ollila
- Division of Surgical Oncology and Endocrine Surgery, Department of Surgery, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| |
Collapse
|
26
|
Quantifying the relationship between age at diagnosis and breast cancer-specific mortality. Breast Cancer Res Treat 2019; 177:713-722. [DOI: 10.1007/s10549-019-05353-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2019] [Accepted: 07/05/2019] [Indexed: 12/18/2022]
|
27
|
Abstract
PURPOSE OF REVIEW Breast cancer incidence and mortality increase with age. Older patients (≥ 70) are often excluded from studies. Due to multiple factors, it is unclear whether this population is best-treated using standard guidelines. Here, we review surgical management in older women with breast cancer. RECENT FINDINGS Geriatric assessments can guide treatment recommendations and aid in predicting survival and quality of life. Surgery remains a principal component of breast cancer treatment in older patients, though differences exist compared with younger women, including higher mastectomy rates and evidence-based support of omission of post-lumpectomy radiation or axillary dissection in subsets of patients. In those forgoing surgical management, there is increased use of endocrine therapy. Hospice is also a valuable element of end-of-life care. Physicians should utilize geriatric assessment to make treatment recommendations for older breast cancer patients, including omission of radiation therapy, alterations to standard surgeries, or enrollment in hospice care.
Collapse
|