Mammographic density changes during neoadjuvant breast cancer treatment: NeoDense, a prospective study in Sweden.
Adult
Biomarkers
/ analysis
Breast
/ diagnostic imaging
Breast Density
Breast Neoplasms
/ diagnostic imaging
Female
Humans
Image Processing, Computer-Assisted
/ methods
Mammography
/ methods
Middle Aged
Neoadjuvant Therapy
Predictive Value of Tests
Prospective Studies
Randomized Controlled Trials as Topic
Sweden
Treatment Outcome
Tumor Burden
Breast cancer
Breast density
Mammography
Neoadjuvant therapy
Journal
Breast (Edinburgh, Scotland)
ISSN: 1532-3080
Titre abrégé: Breast
Pays: Netherlands
ID NLM: 9213011
Informations de publication
Date de publication:
Oct 2020
Oct 2020
Historique:
received:
24
03
2020
revised:
26
05
2020
accepted:
30
05
2020
pubmed:
21
6
2020
medline:
30
6
2021
entrez:
21
6
2020
Statut:
ppublish
Résumé
To assess if mammographic density (MD) changes during neoadjuvant breast cancer treatment and is predictive of a pathological complete response (pCR). We prospectively included 200 breast cancer patients assigned to neoadjuvant chemotherapy (NACT) in the NeoDense study (2014-2019). Raw data mammograms were used to assess MD with a fully automated volumetric method and radiologists categorized MD using the Breast Imaging-Reporting and Data System (BI-RADS), 5th Edition. Logistic regression was used to calculate odds ratios (OR) for pCR comparing BI-RADS categories c vs. a, b, and d as well as with a 0.5% change in percent dense volume adjusting for baseline characteristics. The overall median age was 53.1 years, and 48% of study participants were premenopausal pre-NACT. A total of 23% (N = 45) of the patients accomplished pCR following NACT. Patients with very dense breasts (BI-RADS d) were more likely to have a positive axillary lymph node status at diagnosis: 89% of the patients with very dense breasts compared to 72% in the entire cohort. A total of 74% of patients decreased their absolute dense volume during NACT. The likelihood of accomplishing pCR following NACT was independent of volumetric MD at diagnosis and change in volumetric MD during treatment. No trend was observed between decreasing density according to BI-RADS and the likelihood of accomplishing pCR following NACT. The majority of patients decreased their MD during NACT. We found no evidence of MD as a predictive marker of pCR in the neoadjuvant setting.
Identifiants
pubmed: 32563178
pii: S0960-9776(20)30120-X
doi: 10.1016/j.breast.2020.05.013
pmc: PMC7375568
pii:
doi:
Substances chimiques
Biomarkers
0
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
33-41Informations de copyright
Copyright © 2020 The Author(s). Published by Elsevier Ltd.. All rights reserved.
Déclaration de conflit d'intérêts
Declaration of competing interest SZ and HS have received speakers’ fees and travel support from Siemens Healthcare AG. SZ has received consultancy fees from Collective Minds Radiology AB. PH is a member of a scientific advisory board for: Cancer Research UK, iCAD and Atossa Genetics. SB has received speakers’ fees from Pfizer, is a member of a Pfizer advisory board, and has received travel support from Roche. The other authors declare that they have no competing interests.
Références
Breast Cancer Res. 2015 Jun 04;17:79
pubmed: 26040322
Breast Cancer Res. 2008;10(1):201
pubmed: 18226174
Oncotarget. 2017 Jan 17;8(3):5578-5591
pubmed: 27894075
J Clin Oncol. 2012 May 20;30(15):1796-804
pubmed: 22508812
Eur Radiol. 2016 Dec;26(12):4354-4360
pubmed: 27011371
Breast Cancer Res. 2013 Nov 04;15(6):R104
pubmed: 24188089
J Med Imaging (Bellingham). 2015 Jan;2(1):015501
pubmed: 26158085
Lancet. 2014 Jul 12;384(9938):164-72
pubmed: 24529560
PLoS Med. 2017 Jun 30;14(6):e1002335
pubmed: 28666001
J Natl Cancer Inst. 2015 Feb 06;107(3):
pubmed: 25663687
NMR Biomed. 2013 Dec;26(12):1705-13
pubmed: 23940080
Lancet Oncol. 2005 Oct;6(10):798-808
pubmed: 16198986
JNCI Cancer Spectr. 2019 Jan 29;2(4):pky071
pubmed: 31360886
Histopathology. 1996 Jul;29(1):63-7
pubmed: 8818696
J Biomed Inform. 2009 Apr;42(2):377-81
pubmed: 18929686
Lancet. 1986 Feb 8;1(8476):307-10
pubmed: 2868172
J Clin Oncol. 2013 Jun 20;31(18):2249-56
pubmed: 23610119
Breast Cancer Res. 2018 May 2;20(1):36
pubmed: 29720220
AJR Am J Roentgenol. 2013 Sep;201(3):692-7
pubmed: 23971465
Eur J Cancer. 2012 Dec;48(18):3342-54
pubmed: 22766518
Breast Cancer Res. 2014 Sep 20;16(5):439
pubmed: 25239205
Acta Radiol Open. 2015 Sep 17;4(9):2058460115604340
pubmed: 26442439
Breast Cancer Res Treat. 2019 Aug;177(1):165-173
pubmed: 31129803
Br J Surg. 2018 Jan;105(2):e158-e168
pubmed: 29341157
Genome Med. 2015 Feb 02;7(1):20
pubmed: 25722745
Breast Cancer Res. 2013;15(4):R57
pubmed: 23876209
Magn Reson Imaging. 2011 Jan;29(1):91-8
pubmed: 20832226
Breast Cancer Res. 2018 Mar 22;20(1):23
pubmed: 29566728
J Natl Cancer Inst. 2011 May 4;103(9):744-52
pubmed: 21483019
PLoS One. 2013 Dec 04;8(12):e81653
pubmed: 24324712
Breast Cancer Res Treat. 2009 Jan;113(2):315-20
pubmed: 18302020
Breast Cancer Res Treat. 2018 Jun;169(2):371-379
pubmed: 29392583
Breast. 2015 Oct;24(5):576-81
pubmed: 26071795
Cancer Epidemiol Biomarkers Prev. 2014 Sep;23(9):1764-72
pubmed: 25012995
Ann Oncol. 2015 Jul;26(7):1280-91
pubmed: 26019189
J Natl Cancer Inst. 2004 Oct 6;96(19):1467-72
pubmed: 15467036
Radiology. 2010 Apr;255(1):44-52
pubmed: 20308443
Cancer. 1976 May;37(5):2486-92
pubmed: 1260729
PLoS One. 2014 Jan 21;9(1):e85952
pubmed: 24465808
Cancer Epidemiol Biomarkers Prev. 2005 Mar;14(3):662-8
pubmed: 15767347
Ann Oncol. 2011 Aug;22(8):1736-47
pubmed: 21709140
Clin Radiol. 2013 Jul;68(7):690-5
pubmed: 23434202
Cancer Epidemiol Biomarkers Prev. 2006 Jun;15(6):1159-69
pubmed: 16775176
J Breast Cancer. 2014 Mar;17(1):40-6
pubmed: 24744796
Hematol Oncol Stem Cell Ther. 2014 Dec;7(4):149-56
pubmed: 25300565
Breast Cancer. 2015 Mar;22(2):185-91
pubmed: 23645542
BMC Cancer. 2019 Dec 30;19(1):1272
pubmed: 31888552
Surgery. 2014 May;155(5):927-35
pubmed: 24582496
J Natl Cancer Inst. 2004 Apr 21;96(8):621-8
pubmed: 15100340
CA Cancer J Clin. 2017 Mar;67(2):93-99
pubmed: 28094848
Cancer Epidemiol Biomarkers Prev. 2017 Jun;26(6):930-937
pubmed: 28148596
Breast. 2019 Aug;46:108-115
pubmed: 31132476