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He M, Hou Y, Zou L, Ran L. Nomograms predicting all-cause death and cancer-specific death in patients with bilateral primary breast cancer: a study based on Surveillance, Epidemiology, and End Results. Biotechnol Genet Eng Rev 2023:1-19. [PMID: 36966397 DOI: 10.1080/02648725.2023.2193036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/27/2023]
Abstract
Bilateral primary breast cancer (BPBC) patients have a worse prognosis. Tools for accurately predicting mortality risk in patients with BPBC are lacking in clinical practice. We aimed to develop a clinically useful prediction model for the death of BPBC patients. A total of 19,245 BPBC patients from the Surveillance, Epidemiology, and End Results (SEER) database between 2004 and 2015 were randomly divided into the training set (n = 13,471) and test set (5,774). Models for predicting the 1-, 3- and 5-year death risk of BPBC patients were developed. Multivariate Cox regression analysis was used to develop the all-cause death prediction model, and competitive risk analysis was used to establish the cancer-specific death prediction model. The performance of the model was assessed by calculating the area under the receiver operating characteristic curve (AUC) with 95% confidence interval (CI), sensitivity, specificity and accuracy. Age, married status, interval time and first and second tumor's status were associated with both all-cause death and cancer-specific death (all P < 0.05). The AUC of Cox regression models predicted 1-, 3- and 5-year all-cause death was 0.854 (95% CI, 0.835-0.874), 0.838 (95% CI, 0.823-0.852) and 0.799 (95% CI, 0.785-0.812), respectively. The AUC of competitive risk models to predict 1-, 3- and 5-year cancer-specific death was 0.878 (95% CI, 0.859-0.897), 0.866 (95% CI, 0.852-0.879) and 0.854 (95% CI, 0.841-0.867), respectively. Nomograms were developed to predict all-cause death and cancer-specific death in BPBC patients, which may provide tools for clinicians to predict the death risk of BPBC patients.
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Affiliation(s)
- Mingyuan He
- Department of Medical Oncology of Cancer Center, West China Hospital, Sichuan University, Chengdu, People's Republic of China
- Teaching and Research Section of Oncology, Guizhou Medical University, Guiyang, People's Republic of China
- Department of Oncology, Affiliated Hospital of Guizhou Medical University, Guiyang, People's Republic of China
- Department of Oncology, The Affiliated Tumor Hospital of Guizhou Medical University, Guiyang, People's Republic of China
| | - Yue Hou
- Department of Oncology and Hematology, The First People's Hospital of Longquanyi District, Chengdu, People's Republic of China
| | - Liqun Zou
- Department of Medical Oncology of Cancer Center, West China Hospital, Sichuan University, Chengdu, People's Republic of China
- Department of Oncology and Hematology, The First People's Hospital of Longquanyi District, Chengdu, People's Republic of China
| | - Li Ran
- Teaching and Research Section of Oncology, Guizhou Medical University, Guiyang, People's Republic of China
- Department of Oncology, The Affiliated Tumor Hospital of Guizhou Medical University, Guiyang, People's Republic of China
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Akdeniz D, Kramer I, van Deurzen CHM, Heemskerk‐Gerritsen BAM, Schaapveld M, Westenend PJ, Voogd AC, Jager A, Steyerberg EW, Sleijfer S, Schmidt MK, Hooning MJ. Risk of metachronous contralateral breast cancer in patients with primary invasive lobular breast cancer: Results from a nationwide cohort. Cancer Med 2022; 12:3123-3133. [PMID: 36127572 PMCID: PMC9939202 DOI: 10.1002/cam4.5235] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Revised: 05/12/2022] [Accepted: 08/31/2022] [Indexed: 11/11/2022] Open
Abstract
Lobular primary breast cancer (PBC) histology has been proposed as a risk factor for contralateral breast cancer (CBC), but results have been inconsistent. We investigated CBC risk and the impact of systemic therapy in lobular versus ductal PBC. Further, CBC characteristics following these histologic subtypes were explored. We selected 74,373 women diagnosed between 2003 and 2010 with stage I-III invasive PBC from the nationwide Netherlands Cancer Registry. We assessed absolute risk of CBC taking into account competing risks among those with lobular (n = 8903), lobular mixed with other types (n = 3512), versus ductal (n = 62,230) histology. Hazard ratios (HR) for CBC were estimated in a cause-specific Cox model, adjusting for age at PBC diagnosis, radiotherapy, chemotherapy and/or endocrine therapy. Multivariable HRs for CBC were 1.18 (95% CI: 1.04-1.33) for lobular and 1.37 (95% CI: 1.16-1.63) for lobular mixed versus ductal PBC. Ten-year cumulative CBC incidences in patients with lobular, lobular mixed versus ductal PBC were 3.2%, 3.6% versus 2.8% when treated with systemic therapy and 6.6%, 7.7% versus 5.6% in patients without systemic therapy, respectively. Metachronous CBCs were diagnosed in a less favourable stage in 19%, 26% and 23% and less favourable differentiation grade in 22%, 33% and 27% than the PBCs of patients with lobular, lobular mixed and ductal PBC, respectively. In conclusion, lobular and lobular mixed PBC histology are associated with modestly increased CBC risk. Personalised CBC risk assessment needs to consider PBC histology, including systemic treatment administration. The impact on prognosis of CBCs with unfavourable characteristics warrants further evaluation.
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Affiliation(s)
- Delal Akdeniz
- Department of Medical OncologyErasmus MC Cancer InstituteRotterdamthe Netherlands
| | - Iris Kramer
- Division of Psychosocial Research and EpidemiologyNetherlands Cancer InstituteAmsterdamthe Netherlands,Division of Molecular PathologyNetherlands Cancer InstituteAmsterdamthe Netherlands
| | | | | | - Michael Schaapveld
- Division of Psychosocial Research and EpidemiologyNetherlands Cancer InstituteAmsterdamthe Netherlands
| | | | - Adri C. Voogd
- Department of Research and DevelopmentNetherlands Comprehensive Cancer Organization (IKNL)Utrechtthe Netherlands,Department of EpidemiologyMaastricht UniversityMaastrichtthe Netherlands
| | - Agnes Jager
- Department of Medical OncologyErasmus MC Cancer InstituteRotterdamthe Netherlands
| | - Ewout W. Steyerberg
- Department of Public HealthErasmus MCRotterdamthe Netherlands,Department of Biomedical Data SciencesLeiden University Medical CentreLeidenthe Netherlands
| | - Stefan Sleijfer
- Department of Medical OncologyErasmus MC Cancer InstituteRotterdamthe Netherlands
| | - Marjanka K. Schmidt
- Division of Psychosocial Research and EpidemiologyNetherlands Cancer InstituteAmsterdamthe Netherlands,Division of Molecular PathologyNetherlands Cancer InstituteAmsterdamthe Netherlands
| | - Maartje J. Hooning
- Department of Medical OncologyErasmus MC Cancer InstituteRotterdamthe Netherlands
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Lameijer JRC, Nederend J, Voogd AC, Tjan-Heijnen VCG, Duijm LEM. Frequency and diagnostic outcome of bilateral recall at screening mammography. Int J Cancer 2020; 148:48-56. [PMID: 32621785 PMCID: PMC7689830 DOI: 10.1002/ijc.33187] [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: 04/19/2020] [Revised: 05/25/2020] [Accepted: 06/04/2020] [Indexed: 12/20/2022]
Abstract
Our study was performed to determine the frequency of recall for bilateral breast lesions at screening mammography and compare its outcome with respect to unilateral recall. We included 329 132 screening mammograms (34 889 initial screens and 294 243 subsequent screens) from a Dutch screening mammography program between January 2013 and January 2018. During a 2‐year follow‐up, we collected radiological data, pathology reports and surgical reports of all recalled women. At bilateral recall, the lesion with the highest Breast Imaging Reporting and Data System score was used as the index lesion when comparing screening mammography characteristics at bilateral vs unilateral recall. A total of 9806 women were recalled at screening (recall rate, 3.0%). Bilateral recall comprised 2.8% (271/9806) of all recalls. Biopsy was more frequently performed after bilateral recall than unilateral recall (54.6% [148/271] vs 44.1% [4201/9535], P < .001), yielding a lower positive predictive value (PPV) of biopsy after bilateral recall (42.6% vs 51.7%, P = .029). The PPV of recall was comparable for both groups (23.2% [63/271] vs 22.8% [2173/9535], P = .85). Invasive cancers after bilateral recall were larger than those diagnosed after unilateral recall (P = .02), but histological subtype, histologic grading, receptor status and proportions of lymph node positive cancers were comparable. Bilateral recall infrequently occurs at screening mammography. Biopsy is more frequently performed following bilateral recall, but the PPV of recall is similar for unilateral and bilateral recall. Invasive cancers of both groups show comparable pathological features except of a larger tumor size after bilateral recall. What's new? Data on bilateral breast cancer in a screened population is sparse, and information on bilateral recall is lacking. Based on more than 329,000 screening mammograms, our study shows that bilateral recall occurs infrequently at screening mammography, and that the majority of these recalls are false positives. Invasive cancer has comparable pathological features in bilateral and unilateral breast cancer patients, except larger tumour size after bilateral recall. Altogether, the results highlight the need for screening radiologists to pay vigorous attention to the contralateral breast after detecting a screening mammographic abnormality in order to facilitate a timely diagnosis of bilateral breast cancer.
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Affiliation(s)
- Joost R C Lameijer
- Department of Radiology, Catharina Hospital Eindhoven, Eindhoven, The Netherlands
| | - Joost Nederend
- Department of Radiology, Catharina Hospital Eindhoven, Eindhoven, The Netherlands
| | - Adri C Voogd
- Department of Epidemiology, Maastricht University, Maastricht, The Netherlands.,Department of Research, Netherlands Comprehensive Cancer Organization (IKNL), Utrecht, The Netherlands
| | - Vivianne C G Tjan-Heijnen
- Department of Internal Medicine, Division of Medical Oncology, GROW, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Lucien E M Duijm
- Department of Radiology, Canisius Wilhelmina Hospital, Nijmegen, The Netherlands.,Department of Breast Cancer Screening, Dutch Expert Centre for Screening, Nijmegen, The Netherlands
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Vietri MT, Caliendo G, D'Elia G, Resse M, Casamassimi A, Minucci PB, Cioffi M, Molinari AM. BRCA and PALB2 mutations in a cohort of male breast cancer with one bilateral case. Eur J Med Genet 2020; 63:103883. [PMID: 32058061 DOI: 10.1016/j.ejmg.2020.103883] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2019] [Revised: 02/07/2020] [Accepted: 02/09/2020] [Indexed: 02/07/2023]
Abstract
INTRODUCTION Male Breast Cancer (MBC) is a rare disease, about 1% of all breast cancers worldwide and less than 1% of cancers occurring in men. The bilateral male breast cancer (bMBC) is extremely rare. Germline mutations of BRCA1/BRCA2 genes are associated with a significantly increased risk of cancer in MBC; the role of PALB2 remains to be clarified. Our main goal was to provide contribution on characterization of BRCA1/BRCA2 and PALB2 mutations in MBC patients. METHODS We observed 28 MBC cases; one of them was a bMBC. Screening for BRCA1, BRCA2 and PALB2 genes was performed on all 28 MBC patients. Mutational analysis was extended to family members of mutated patients. RESULTS In our study, the MBC incidence was 5.2% and for bMBC was 3.6%. Mutation analysis showed pathogenic mutations in 11/28 (39.3%) patients; 2/28 (7.1%) displayed a mutation in BRCA1, 8/28 (28.6%) in BRCA2 and 1/28 (3.6%) in PALB2. Out of 11 mutated patients, one (9.1%) reported a double mutation in BRCA2. Personal history of other cancers was reported in 2/28 (7.1%) patients affected by bladder cancer. A first/second degree family history of breast/ovarian and other cancers occurred in 23/28 (82.1%) patients. CONCLUSION Our findings indicate BRCA2 as the main MBC susceptibility gene and describe an increased risk of bMBC and bladder cancer in mutated patients. The identification of mutations in MBC susceptibility genes supports the usage of oncology prevention programs in affected patients and their relatives carrying the mutation.
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Affiliation(s)
- Maria Teresa Vietri
- Department of Precision Medicine, University of Campania "Luigi Vanvitelli", 80138, Naples, Italy; U.O.C. Clinical and Molecular Pathology, A.O.U. University of Campania "Luigi Vanvitelli", 80138, Naples, Italy.
| | - Gemma Caliendo
- U.O.C. Clinical and Molecular Pathology, A.O.U. University of Campania "Luigi Vanvitelli", 80138, Naples, Italy
| | - Giovanna D'Elia
- U.O.C. Clinical and Molecular Pathology, A.O.U. University of Campania "Luigi Vanvitelli", 80138, Naples, Italy
| | - Marianna Resse
- U.O.C. Clinical and Molecular Pathology, A.O.U. University of Campania "Luigi Vanvitelli", 80138, Naples, Italy
| | - Amelia Casamassimi
- Department of Precision Medicine, University of Campania "Luigi Vanvitelli", 80138, Naples, Italy
| | | | - Michele Cioffi
- Department of Precision Medicine, University of Campania "Luigi Vanvitelli", 80138, Naples, Italy; U.O.C. Clinical and Molecular Pathology, A.O.U. University of Campania "Luigi Vanvitelli", 80138, Naples, Italy
| | - Anna Maria Molinari
- Department of Precision Medicine, University of Campania "Luigi Vanvitelli", 80138, Naples, Italy; U.O.C. Clinical and Molecular Pathology, A.O.U. University of Campania "Luigi Vanvitelli", 80138, Naples, Italy
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Luiten JD, Voogd AC, Luiten EJT, Broeders MJM, Roes KCB, Tjan-Heijnen VCG, Duijm LEM. Recall and Outcome of Screen-detected Microcalcifications during 2 Decades of Mammography Screening in the Netherlands National Breast Screening Program. Radiology 2020; 294:528-537. [PMID: 31990268 DOI: 10.1148/radiol.2020191266] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Background Trends in the detection of suspicious microcalcifications at mammography screening and the yield of these lesions after recall are unknown. Purpose To determine trends in recall and outcome of screen-detected microcalcifications during 20 years of mammography screening. Materials and Methods The authors performed a retrospective analysis of a consecutive series of 817 656 screening examinations (January 1997 to January 2017) in a national breast screening program. In 2009-2010 (transition period), screen-film mammography (SFM) was gradually replaced by full-field digital mammography (FFDM). The recalls of suspicious microcalcifications from all radiology reports and pathologic outcome of recalled women with 2-year follow-up were analyzed. Screening outcome in the era of SFM (1997-2008), the transition period (2009-2010), and the era of FFDM (2011-2016) were compared. Trends over time and variations between the SFM and FFDM periods were expressed by using proportions with 95% confidence intervals (CIs). In cases where the analysis based on the CI confirmed clear periods (eg, before and after introduction of FFDM), pre- and postchange outcomes were compared by using χ2 tests. Results A total of 18 592 women (median age, 59 years; interquartile range, 14 years) were recalled at mammography screening, 3556 of whom had suspicious microcalcifications. The recall rate for microcalcifications increased from 0.1% in 1997-1998 to 0.5% in 2015-2016 (P < .001). This was temporally associated with the change from SFM to FFDM. The recalls yielding ductal carcinoma in situ (DCIS) increased from 0.3 per 1000 screening examinations with SFM to 1.1 per 1000 screening examinations with FFDM (P < .001), resulting in a decrease in the positive predictive value for recall for suspicious microcalcifications from 51% to 33% (P < .001). More than half of all DCIS lesions were high grade (52.6%; 393 of 747). The distribution of DCIS grades was stable during the 20-year screening period (P = .36). Conclusion The recall rate for suspicious microcalcifications at mammographic screening increased during the past 2 decades, whereas the ductal carcinoma in situ detection rate increased less rapidly, resulting in a lower positive predictive value for recall. © RSNA, 2020.
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Affiliation(s)
- Jacky D Luiten
- From the Department of Surgery, Elisabeth-Tweesteden Hospital, Hilvarenbeekseweg 60, 5022 GC Tilburg, the Netherlands (J.D.L.); School for Oncology and Developmental Biology, GROW Research Institute (J.D.L., V.C.G.T.), and Department of Epidemiology (A.C.V.), Maastricht University, Maastricht, the Netherlands; Department of Research and Development, Netherlands Comprehensive Cancer Organization, Utrecht, the Netherlands (A.C.V.); Department of Breast Surgery, Amphia Hospital, Breda, the Netherlands (E.J.T.L.); Department of Health Evidence, Biostatistics Section, Radboud University Medical Centre, Nijmegen, the Netherlands (M.J.M.B., K.C.B.R.); Dutch Expert Centre for Screening, Nijmegen, the Netherlands (M.J.M.B., L.E.M.D.); Department of Internal Medicine, Division of Medical Oncology, GROW, Maastricht University Medical Centre, Maastricht, the Netherlands (V.C.G.T.); and Department of Radiology, Canisius Wilhelmina Hospital, Nijmegen, the Netherlands (L.E.M.D.)
| | - Adri C Voogd
- From the Department of Surgery, Elisabeth-Tweesteden Hospital, Hilvarenbeekseweg 60, 5022 GC Tilburg, the Netherlands (J.D.L.); School for Oncology and Developmental Biology, GROW Research Institute (J.D.L., V.C.G.T.), and Department of Epidemiology (A.C.V.), Maastricht University, Maastricht, the Netherlands; Department of Research and Development, Netherlands Comprehensive Cancer Organization, Utrecht, the Netherlands (A.C.V.); Department of Breast Surgery, Amphia Hospital, Breda, the Netherlands (E.J.T.L.); Department of Health Evidence, Biostatistics Section, Radboud University Medical Centre, Nijmegen, the Netherlands (M.J.M.B., K.C.B.R.); Dutch Expert Centre for Screening, Nijmegen, the Netherlands (M.J.M.B., L.E.M.D.); Department of Internal Medicine, Division of Medical Oncology, GROW, Maastricht University Medical Centre, Maastricht, the Netherlands (V.C.G.T.); and Department of Radiology, Canisius Wilhelmina Hospital, Nijmegen, the Netherlands (L.E.M.D.)
| | - Ernest J T Luiten
- From the Department of Surgery, Elisabeth-Tweesteden Hospital, Hilvarenbeekseweg 60, 5022 GC Tilburg, the Netherlands (J.D.L.); School for Oncology and Developmental Biology, GROW Research Institute (J.D.L., V.C.G.T.), and Department of Epidemiology (A.C.V.), Maastricht University, Maastricht, the Netherlands; Department of Research and Development, Netherlands Comprehensive Cancer Organization, Utrecht, the Netherlands (A.C.V.); Department of Breast Surgery, Amphia Hospital, Breda, the Netherlands (E.J.T.L.); Department of Health Evidence, Biostatistics Section, Radboud University Medical Centre, Nijmegen, the Netherlands (M.J.M.B., K.C.B.R.); Dutch Expert Centre for Screening, Nijmegen, the Netherlands (M.J.M.B., L.E.M.D.); Department of Internal Medicine, Division of Medical Oncology, GROW, Maastricht University Medical Centre, Maastricht, the Netherlands (V.C.G.T.); and Department of Radiology, Canisius Wilhelmina Hospital, Nijmegen, the Netherlands (L.E.M.D.)
| | - Mireille J M Broeders
- From the Department of Surgery, Elisabeth-Tweesteden Hospital, Hilvarenbeekseweg 60, 5022 GC Tilburg, the Netherlands (J.D.L.); School for Oncology and Developmental Biology, GROW Research Institute (J.D.L., V.C.G.T.), and Department of Epidemiology (A.C.V.), Maastricht University, Maastricht, the Netherlands; Department of Research and Development, Netherlands Comprehensive Cancer Organization, Utrecht, the Netherlands (A.C.V.); Department of Breast Surgery, Amphia Hospital, Breda, the Netherlands (E.J.T.L.); Department of Health Evidence, Biostatistics Section, Radboud University Medical Centre, Nijmegen, the Netherlands (M.J.M.B., K.C.B.R.); Dutch Expert Centre for Screening, Nijmegen, the Netherlands (M.J.M.B., L.E.M.D.); Department of Internal Medicine, Division of Medical Oncology, GROW, Maastricht University Medical Centre, Maastricht, the Netherlands (V.C.G.T.); and Department of Radiology, Canisius Wilhelmina Hospital, Nijmegen, the Netherlands (L.E.M.D.)
| | - Kit C B Roes
- From the Department of Surgery, Elisabeth-Tweesteden Hospital, Hilvarenbeekseweg 60, 5022 GC Tilburg, the Netherlands (J.D.L.); School for Oncology and Developmental Biology, GROW Research Institute (J.D.L., V.C.G.T.), and Department of Epidemiology (A.C.V.), Maastricht University, Maastricht, the Netherlands; Department of Research and Development, Netherlands Comprehensive Cancer Organization, Utrecht, the Netherlands (A.C.V.); Department of Breast Surgery, Amphia Hospital, Breda, the Netherlands (E.J.T.L.); Department of Health Evidence, Biostatistics Section, Radboud University Medical Centre, Nijmegen, the Netherlands (M.J.M.B., K.C.B.R.); Dutch Expert Centre for Screening, Nijmegen, the Netherlands (M.J.M.B., L.E.M.D.); Department of Internal Medicine, Division of Medical Oncology, GROW, Maastricht University Medical Centre, Maastricht, the Netherlands (V.C.G.T.); and Department of Radiology, Canisius Wilhelmina Hospital, Nijmegen, the Netherlands (L.E.M.D.)
| | - Vivianne C G Tjan-Heijnen
- From the Department of Surgery, Elisabeth-Tweesteden Hospital, Hilvarenbeekseweg 60, 5022 GC Tilburg, the Netherlands (J.D.L.); School for Oncology and Developmental Biology, GROW Research Institute (J.D.L., V.C.G.T.), and Department of Epidemiology (A.C.V.), Maastricht University, Maastricht, the Netherlands; Department of Research and Development, Netherlands Comprehensive Cancer Organization, Utrecht, the Netherlands (A.C.V.); Department of Breast Surgery, Amphia Hospital, Breda, the Netherlands (E.J.T.L.); Department of Health Evidence, Biostatistics Section, Radboud University Medical Centre, Nijmegen, the Netherlands (M.J.M.B., K.C.B.R.); Dutch Expert Centre for Screening, Nijmegen, the Netherlands (M.J.M.B., L.E.M.D.); Department of Internal Medicine, Division of Medical Oncology, GROW, Maastricht University Medical Centre, Maastricht, the Netherlands (V.C.G.T.); and Department of Radiology, Canisius Wilhelmina Hospital, Nijmegen, the Netherlands (L.E.M.D.)
| | - Lucien E M Duijm
- From the Department of Surgery, Elisabeth-Tweesteden Hospital, Hilvarenbeekseweg 60, 5022 GC Tilburg, the Netherlands (J.D.L.); School for Oncology and Developmental Biology, GROW Research Institute (J.D.L., V.C.G.T.), and Department of Epidemiology (A.C.V.), Maastricht University, Maastricht, the Netherlands; Department of Research and Development, Netherlands Comprehensive Cancer Organization, Utrecht, the Netherlands (A.C.V.); Department of Breast Surgery, Amphia Hospital, Breda, the Netherlands (E.J.T.L.); Department of Health Evidence, Biostatistics Section, Radboud University Medical Centre, Nijmegen, the Netherlands (M.J.M.B., K.C.B.R.); Dutch Expert Centre for Screening, Nijmegen, the Netherlands (M.J.M.B., L.E.M.D.); Department of Internal Medicine, Division of Medical Oncology, GROW, Maastricht University Medical Centre, Maastricht, the Netherlands (V.C.G.T.); and Department of Radiology, Canisius Wilhelmina Hospital, Nijmegen, the Netherlands (L.E.M.D.)
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