Effect of Quantitative Nuclear Image Features on Recurrence of Ductal Carcinoma In Situ (DCIS) of the Breast

被引:0
|
作者
Axelrod, David E. [1 ,2 ]
Miller, Naomi A. [3 ,4 ]
Lickley, H. Lavina [5 ]
Qian, Jin [6 ]
Christens-Barry, William A. [7 ]
Yuan, Yan [6 ]
Fu, Yuejiao [8 ]
Chapman, Judith-Anne W. [9 ]
机构
[1] Rutgers State Univ, Dept Genet, Piscataway, NJ 08854 USA
[2] Rutgers State Univ, Canc Inst New Jersey, Piscataway, NJ 08854 USA
[3] Univ Hlth Network, Dept Pathol, Toronto, ON M5G 2M9, Canada
[4] Univ Toronto, Dept Pathol, Toronto, ON M5G 2M9, Canada
[5] Univ Toronto, Womens Coll Hosp, Henrietta Banting Breast Canc Ctr, Toronto, ON M5S 1B2, Canada
[6] Univ Waterloo, Dept Stat & Actuarial Sci, Waterloo, ON N2L 3G1, Canada
[7] Equipoise Imaging LLC, Ellicott City, MD 21042 USA
[8] York Univ, Dept Math & Stat, Toronto, ON M3J 1P3, Canada
[9] Queens Univ, Natl Canc Inst, Canada Clin Trials Grp, Kingston, ON K7L 3N6, Canada
来源
CANCER INFORMATICS | 2008年 / 6卷
基金
美国国家卫生研究院;
关键词
breast ductal carcinoma in situ; nuclear grade; image cytometry; discriminant analysis;
D O I
暂无
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: Nuclear grade has been associated with breast DCIS recurrence and progression to invasive carcinoma; however, our previous study of a cohort of patients with breast DCIS did not find such an association with outcome. Fifty percent of patients had heterogeneous DCIS with more than one nuclear grade. The aim of the current study was to investigate the effect of quantitative nuclear features assessed with digital image analysis on ipsilateral DCIS recurrence. Methods: Hematoxylin and eosin stained slides for a cohort of 80 patients with primary breast DCIS were reviewed and two fields with representative grade (or grades) were identified by a Pathologist and simultaneously used for acquisition of digital images for each field. Van Nuys worst nuclear grade was assigned, as was predominant grade, and heterogeneous grading when present. Patients were grouped by heterogeneity of their nuclear grade: Group A: nuclear grade 1 only, nuclear grades 1 and 2, or nuclear grade 2 only (32 patients), Group B: nuclear grades 1, 2 and 3, or nuclear grades 2 and 3 (31 patients), Group 3: nuclear grade 3 only (17 patients). Nuclear fine structure was assessed by software which captured thirty-nine nuclear feature values describing nuclear morphometry, densitometry, and texture. Step-wise forward Cox regressions were performed with previous clinical and pathologic factors, and the new image analysis features. Results: Duplicate measurements were similar for 89.7% to 97.4% of assessed image features. The rate of correct classifi cation of nuclear grading with digital image analysis features was similar in the two fields, and pooled assessment across both fields. In the pooled assessment, a discriminant function with one nuclear morphometric and one texture feature was significantly (p = 0.001) associated with nuclear grading, and provided correct jackknifed classifi cation of a patient's nuclear grade for Group A (78.1%), Group B (48.4%), and Group C (70.6%). The factors significantly associated with DCIS recurrence were those previously found, type of initial presentation (p = 0.03) and amount of parenchymal involvement (p = 0.05), along with the morphometry image feature of ellipticity (p = 0.04). Conclusion: Analysis of nuclear features measured by image cytometry may contribute to the classifi cation and prognosis of breast DCIS patients with more than one nuclear grade.
引用
收藏
页码:99 / 109
页数:11
相关论文
共 50 条
  • [1] Quantitative nuclear morphometry by image analysis for prediction of recurrence of ductal carcinoma in situ of the breast
    Hoque, A
    Lippman, SM
    Boiko, IV
    Atkinson, EN
    Sneige, N
    Sahin, A
    Weber, DM
    Risin, S
    Lagios, MD
    Schwarting, P
    Colburn, WJ
    Dhingra, K
    Follen, M
    Kelloff, GJ
    Boone, CW
    Hittelman, WN
    CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION, 2001, 10 (03) : 249 - 259
  • [2] Ductal carcinoma in situ of the breast (DCIS) with heterogeneity of nuclear grade: prognostic effects of quantitative nuclear assessment
    Judith-Anne W Chapman
    Naomi A Miller
    H Lavina A Lickley
    Jin Qian
    William A Christens-Barry
    Yuejiao Fu
    Yan Yuan
    David E Axelrod
    BMC Cancer, 7
  • [3] Ductal carcinoma in situ of the breast (DCIS) with heterogeneity of nuclear grade:: prognostic effects of quantitative nuclear assessment
    Chapman, Judith-Anne W.
    Miller, Naomi A.
    Lickley, H. Lavina A.
    Qian, Jin
    Christens-Barry, William A.
    Fu, Yuejiao
    Yuan, Yan
    Axelrod, David E.
    BMC CANCER, 2007, 7 (1) : 174
  • [4] DIFFERENCES IN QUANTITATIVE NUCLEAR FEATURES BETWEEN DUCTAL CARCINOMA IN-SITU (DCIS) WITH AND WITHOUT ACCOMPANYING INVASIVE-CARCINOMA IN THE SURROUNDING BREAST
    SUSNIK, B
    WORTH, A
    PALCIC, B
    POULIN, N
    LERICHE, J
    ANALYTICAL CELLULAR PATHOLOGY, 1995, 8 (01): : 39 - 52
  • [5] Clinicopathological features and biological markers predicting recurrence in ductal carcinoma in situ (DCIS) of the breast: A retrospective analysis
    Altintas, Sevilay
    Thirza Huizing, Manon
    Lambein, Kathleen
    Van Marck, Erik
    Hellemans, Hilde
    Weyler, Joost
    Praet, Marleen
    Baptist Vermorken, Jan
    Tjalma, Wiebren
    ANNALS OF ONCOLOGY, 2006, 17 : 104 - 104
  • [6] Patient, tumor and therapeutic features related to recurrence of ductal carcinoma in situ (DCIS)
    Nistor-Ciurba, C. C.
    ROMANIAN JOURNAL OF MORPHOLOGY AND EMBRYOLOGY, 2013, 54 (03): : 769 - 773
  • [7] Effect of MRI on the Management of Ductal Carcinoma In Situ (DCIS) of the Breast
    Pilewskie, M.
    Kennedy, C.
    McGathey, C.
    Helenowski, I. B.
    Bethke, K.
    Hansen, N.
    Jeruss, J.
    Khan, S. A.
    ANNALS OF SURGICAL ONCOLOGY, 2012, 19 : S11 - S11
  • [8] Predicting local recurrence in patients treated for ductal carcinoma in situ of the breast (DCIS)
    Martinez-Perez, Carlos
    Turnbull, Arran K.
    Ekatah, Gregory E.
    Arthur, Laura M.
    Fernando, Anu
    Sims, Andrew H.
    Thomas, Jeremy S.
    Dixon, J. Michael
    CANCER RESEARCH, 2018, 78 (04)
  • [9] Ductal carcinoma in situ (DCIS) in breast fibroadenoma
    Manar El-Essawy
    Amal AL Haidary
    Abdul Latif Khan
    Egyptian Journal of Radiology and Nuclear Medicine, 51
  • [10] Ductal carcinoma in situ (DCIS) in breast fibroadenoma
    El-Essawy, Manar
    Al Haidary, Amal
    Khan, Abdul Latif
    EGYPTIAN JOURNAL OF RADIOLOGY AND NUCLEAR MEDICINE, 2020, 51 (01):