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AJR 2004; 183:1805-1809
© American Roentgen Ray Society

Contrast-Enhanced High-Resolution MRI of Invasive Breast Cancer: Correlation with Histopathologic Subtypes

Kakuya Kitagawa1, Hajime Sakuma1, Nanaka Ishida1, Tadanori Hirano2, Akinori Ishihara3 and Kan Takeda1

1 Department of Radiology, Mie University, School of Medicine, 2-174 Edobashi, Tsu, Mie 514-8507, Japan.
2 Department of Radiology, Matsusaka Central Hospital, 102 Kobo Kawaimachi, Matsusaka, Mie 515-8566, Japan.
3 Department of Pathology, Matsusaka Central Hospital, Mie 515-8566, Japan.

Received February 3, 2004; accepted after revision May 11, 2004.

 
Address correspondence to K. Kitagawa (kakuya{at}clin.medic.mie-u.ac.jp).


Abstract
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Abstract
Introduction
Materials and Methods
Results
Discussion
References
 
OBJECTIVE. We sought to determine whether contrast-enhanced MRI could aid in the identification of the histopathologic subtypes of invasive ductal carcinoma.

MATERIALS AND METHODS. We evaluated the contrast-enhanced MR images obtained in 62 women with invasive ductal carcinoma of no special type. The presence or absence of three distinct MRI findings—linear enhancement, a serrated border, and delayed rim enhancement—was evaluated. Classification and regression tree analyses were performed to construct the most efficient algorithm for predicting histopathologic subtype on the basis of dynamic MRI features.

RESULTS. Histopathologic subtypes of the invasive ductal carcinomas were scirrhous carcinoma in 22 patients, solid tubular carcinoma in 14, and papillotubular carcinoma in 26. A lesion with a serrated border was observed in 28 (45.2%) of the 62 patients. Delayed rim enhancement was seen in 23 (37.1%) and linear enhancement in 20 (32.3%). Scirrhous carcinomas were closely associated with a serrated border (20/22 or 90.9%, p < 0.0001). Delayed rim enhancement was frequently observed in solid tubular carcinomas (12/14 or 85.7%, p < 0.0001) but was not typically seen in scirrhous carcinomas (1/22 or 4.5%, p < 0.0001). Linear enhancement showed relatively high prevalence in papillotubular carcinomas (13/26 or 50%) and low prevalence in solid tubular carcinomas (1/22 or 7%, p < 0.02). Histopathologic subtypes of invasive breast carcinoma of no special type could be correctly identified in 47 (75.8%) of 62 lesions using the diagnostic algorithm generated by the classification and regression tree analyses.

CONCLUSION. MRI features showed a close relationship with histopathologic subtypes of invasive ductal carcinoma of no special type. Contrast-enhanced MRI can be a noninvasive diagnostic tool for histopathologic subtypes of invasive breast cancer.


Introduction
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Abstract
Introduction
Materials and Methods
Results
Discussion
References
 
Contrast-enhanced MRI has become an important method for evaluating breast cancer because of its excellent accuracy [14]. MRI can be useful not only for detecting breast cancer but also for determining its biologic properties because morphologic features and patterns of contrast enhancement on contrast-enhanced MRI are representative of the histologic features of tumor such as desmoplastic reactions, angiogenesis, and the presence of intraductal components [57].

Invasive ductal carcinoma of no special type, which accounts for more than 75% of all breast cancer, can be classified by histologic patterns into three subgroups: papillotubular carcinoma, solid tubular carcinoma, and scirrhous carcinoma [811] (Table 1). These histologic subtypes are known to be related to patient prognosis: good for papillotubular carcinoma, intermediate for solid tubular carcinoma, and poor for scirrhous carcinoma. Furthermore, the usefulness of this classification has been indicated with regard to the status of estrogen, progesterone, and epidermal growth factor receptors; DNA ploidy; p53 protein; vascular proliferation; and bcl-2 gene expression [1214]. However, correlation between MRI features and histopathologic subtypes of invasive breast cancer has not been fully elucidated.


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TABLE 1 Characteristics of the Histologic Subtypes of Invasive Ductal Carcinoma of No Special Type

 

The purpose of our study was to determine whether contrast-enhanced MRI could provide characterization of histopathologic subtypes of invasive ductal carcinoma.


Materials and Methods
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Abstract
Introduction
Materials and Methods
Results
Discussion
References
 
Patients
This study was approved by our institutional review board. In our hospital, all the patients who are candidates for surgical resection of breast cancer undergo contrast-enhanced breast MRI to determine the extent of the tumor and whether it is multifocal. Informed consent for contrast-enhanced breast MRI was obtained from all patients. Sixty-two women between 31 and 83 years old (mean, 58 years) were selected for this retrospective study from 114 patients who underwent preoperative MRI. Criteria for inclusion in the study were that the patients had contrast-enhanced MRI performed before undergoing either a simple mastectomy or quadrantectomy, that histopathologic proof of the diagnosis as invasive ductal carcinoma of no special type had been obtained, that focal-enhancing lesions were smaller than 40 mm in maximum diameter at histopathologic examination, and that no neoadjuvant chemotherapy had been administered. A breast pathologist determined histopathologic subtypes of the invasive ductal carcinomas according to General Rules for Clinical and Pathological Recording of Breast Cancer formulated by the Japanese Breast Cancer Society [8]. If two or more histologic patterns were identified in a tumor, the pathologist made the diagnosis on the basis of the rule of predominance. If the pathologist encountered difficulty in judging the predominant type of pattern, the least differentiated type was chosen as a histologic type.

MRI Technique
MRI of the breast was performed with a 1.5-T system (Magnetom Vision, Siemens) with a dedicated bilateral breast surface coil. Contrast-enhanced T1-weighted images were acquired using a 3D fast low-angle shot pulse sequence with a TR/TE of 30/4 and a flip angle of 35°. Fat suppression was achieved with a chemical shift saturation method. MR images covering the whole unilateral breast were obtained with imaging parameters that included an effective section thickness of 3.0 mm, a field of view of 220 x 220 x 96 mm, and acquisition matrices of 192 x 256 x 32. The breast was imaged before and at 90 sec and again at 10 min after a bolus injection of 0.1 mmol/kg of gadopentetate dimeglumine (Magnevist, Schering) on coronal imaging planes [15]. The contrast medium was injected via a 20-gauge IV cannula into an antecubital vein and was followed by a 20-mL saline flush. With the same parameters as those used for the coronal sequences, additional contrast-enhanced MR images were obtained on transverse imaging planes approximately 5 min after injection of the contrast medium.

Image Interpretation
Two radiologists interpreting in consensus characterized the lesions as either displaying or lacking linear enhancement, a serrated border, and delayed rim enhancement. Both interpreters were unaware of pathologic results and other imaging results. The enhancement pattern was assessed by visually comparing the signal intensity on the images acquired at 90 sec and at 10 min using the same window and level settings. Linear enhancement was defined as linear or bandlike enhancement on early or delayed images that did not taper and arose and extended from the mass for longer than 5 mm (Fig. 1A, 1B). A serrated border was defined as an enhancement observed on early or delayed images that tapered as it separated from the mass (Fig. 2A, 2B). Delayed rim enhancement was defined as an enhancement that did not appear on the early image but appeared on the delayed image rimming the lesion (Fig. 3A, 3B).



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Fig. 1A. 62-year-old woman with papillotubular carcinoma. Coronal contrast-enhanced T1-weighted fast low-angle shot (FLASH) image (TR/TE, 30/4) obtained 90 sec after injection of contrast medium shows irregular mass (arrow) in lateral part of right breast.

 


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Fig. 1B. 62-year-old woman with papillotubular carcinoma. On transverse contrast-enhanced T1-weighted FLASH image (30/4) obtained 5 min after contrast injection, linear enhancements (arrowheads) extending from mass are clearly depicted.

 


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Fig. 2A. 52-year-old woman with scirrhous carcinoma. Coronal contrast-enhanced T1-weighted fast low-angle shot (FLASH) image (TR/TE, 30/4) obtained 90 sec after injection of contrast medium shows polygonal mass (arrow) with serrated border in lateral part of left breast.

 


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Fig. 2B. 52-year-old woman with scirrhous carcinoma. Coronal contrast-enhanced T1-weighted FLASH image (30/4) obtained at same level as A 10 min after contrast injection reveals more prominent serrated border (arrowhead) than seen on A.

 


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Fig. 3A. 46-year-old woman with solid tubular carcinoma. Coronal contrast-enhanced T1-weighted fast low-angle shot (FLASH) image (TR/TE, 30/4) obtained 90 sec after injection of contrast medium shows round mass in medial part (arrow) of left breast.

 


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Fig. 3B. 46-year-old woman with solid tubular carcinoma. Coronal contrast-enhanced T1-weighted FLASH image (30/4) obtained at same level as A 10 min after contrast injection reveals rimlike enhancement (arrowhead) surrounding mass.

 

Statistical Analysis
The mean maximum diameter of tumors was expressed as mean ± SD. Each imaging parameter was analyzed separately for its association with the histopathologic subtype of breast cancer using the chisquare test. A p value of less than 0.05 was considered to be statistically significant. Classification and regression analyses (Answer-Tree 3.1, Statistical Package for the Social Sciences) were performed to construct the most efficient algorithm for predicting histopathologic subtype on the basis of dynamic MRI features [16]. Construction of the algorithm depended on the improvement scores as calculated with the Answer-Tree software. The higher the improvement score for an MRI feature, the better its performance in differentiating histopathologic subtype of breast cancer. A previously reported proportion of histopathologic subtypes was used as the prior probability for the analysis [12].


Results
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Abstract
Introduction
Materials and Methods
Results
Discussion
References
 
Histopathologic Subtypes of Breast Cancer
Histopathologic subtypes of the invasive ductal carcinomas were 26 papillotubular carcinomas, 14 solid tubular carcinomas, and 22 scirrhous carcinomas. The mean maximum diameter of the tumor for scirrhous carcinoma was 20.7 ± 7.4 mm (range, 8–40 mm), for solid tubular carcinoma was 23.3 ± 9.0 mm (range, 12–40 mm), and for papillotubular carcinoma was 20.8 ± 7.6 mm (range, 10–40 mm). No statistically significant difference in mean maximum diameter was observed among the three histopathologic subtypes.

Frequency of MRI Features
A serrated border was observed in 28 (45.2%) of the 62 lesions, delayed rim enhancement in 23 (37.1%), and linear enhancement in 20 (32.3%) (Table 2). Appearance of a serrated border showed a high prevalence for scirrhous carcinomas (20/22, 90.9%), whereas the incidence of this finding was low for other subtypes (8/40, 20.0%, p < 0.0001). Delayed rim enhancement was observed frequently in solid tubular carcinomas (12/14, 85.7%) and was also found in papillotubular carcinomas (10/26, 38.5%). However, the incidence of this finding was quite low in scirrhous carcinomas (1/22, 4.5%; p < 0.0001). Linear enhancement was observed relatively frequently in papillotubular carcinomas (13/26, 50.0%) but was not commonly seen in solid tubular carcinomas (1/14, 7.1%; p < 0.02).


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TABLE 2 Frequency of MRI Features Seen in 62 Invasive Ductal Carcinomas of No Special Type

 

Diagnostic Algorithm of Histopathologic Subtype of Breast Cancer
The diagram shown as Figure 4 represents the most efficient algorithm for predicting the histopathologic subtype of invasive ductal carcinoma of no special type on the basis of dynamic MRI features generated by the classification and regression tree analyses. The lesions were divided into five groups (A–E) on the basis of the presence or absence of linear enhancement, a serrated border, and delayed rim enhancement. Group A (serrated border, present; delayed enhancement, present) consisted of three solid tubular carcinomas (50.0%), two papillotubular carcinomas (22.2%), and one scirrhous carcinoma (11.1%). Nineteen (86.4%) of 22 tumors classified in group B (serrated border, present; delayed rim enhancement, absent) were scirrhous carcinomas. The 13 lesions in group C (serrated border, absent; linear enhancement, present) represented 12 papillotubular carcinomas (92.3%) and one solid tubular carcinoma (0.08%). The 12 lesions in group D (serrated border, absent; linear enhancement, absent; delayed rim enhancement, present) included eight solid tubular carcinomas (66.7%) and four papillotubular carcinomas (33.3%). In group E (serrated border, absent; linear enhancement, absent; delayed rim enhancement, absent), there were five papillotubular carcinomas (55.6%), two solid tubular carcinomas (22.2%), and two scirrhous carcinomas (22.2%).



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Fig. 4. Diagram shows diagnostic algorithm (generated by Answer-Tree 3.1 software, Statistical Package for the Social Sciences) used for classifying histopathologic subtype of invasive ductal carcinoma of no special type on basis of MRI features. IS = improvement score of breast MRI features in nodes of classification and regression tree.

 

Classification and regression analysis of contrast-enhanced MRI findings yielded correct classification of the histopathologic subtype of breast cancer in 19 (86.4%) of the 22 scirrhous carcinomas, 11 (78.6%) of the 14 solid tubular carcinomas, 17 (65.4%) of the 26 papillotubular carcinomas, and 47 (75.8%) of the 62 total lesions.


Discussion
Top
Abstract
Introduction
Materials and Methods
Results
Discussion
References
 
Our study showed that morphologic characteristics of invasive breast cancer on contrast-enhanced MR images such as linear enhancement, a serrated border, and delayed rim enhancement are closely related to histopathologic subtypes of invasive ductal carcinoma of no special type. Using the diagnostic algorithm presented in Figure 4, histopathologic subtypes of invasive breast carcinoma of no special type can be correctly identified in 75.8% of the cases.

Invasive ductal carcinoma of no special type is not a uniform histologic entity. The extent of neovascularization, fibrosis, and cell density may vary considerably. Such heterogeneity of breast carcinomas leads to a vast range of morphologic features and patterns of contrast enhancement on MRI. Consequently, we evaluated the correlation between the MRI appearance of the breast carcinoma and its histopathologic subtype.

On contrast-enhanced MR images, scirrhous carcinomas were usually observed as serrated masses without delayed rim enhancement. Histopathologic studies indicated that the cells of scirrhous carcinoma exhibit scattered invasion into the stroma in small clusters or in trabecular structures with accompanying desmoplasia of varying degrees [10]. Such histologic characteristics of scirrhous carcinoma may explain the high prevalence of lesions with serrated borders on contrast-enhanced MR images. Identification of scirrhous carcinoma is important for several reasons. First, scirrhous tendency has been reported to be closely associated with patient poor prognosis [17]. Second, scirrhous carcinomas tend to be missed more frequently at fine-needle-aspiration biopsy than other subtypes of invasive ductal carcinoma [18].

Solid tubular carcinoma is characterized histopathologically by a large solid cluster of cancer cells with expansive growth forming distinct boundaries [10]. An absence of estrogen and progesterone receptors has been found to occur more frequently in solid tubular carcinomas than in the other two subtypes [12]. Also, the frequencies of DNA aneuploidy, epidermal growth factor receptor positivity, and p53 protein positivity have been shown to be significantly higher in solid tubular carcinomas than in other subtypes [12]. In our study, the expansive growth pattern of solid tubular carcinoma was seen as delayed rim enhancement on contrast-enhanced MR images. Delayed rim enhancement on contrast-enhanced MR images has been previously discussed in the literature [1921]. Buadu et al. [19] reported that delayed peripheral enhancement with centrifugal progression was seen in carcinomas that had an expansive growth pattern and a high marginal vessel density with or without a vascularized rim of connective tissue. Matsubayashi et al. [20] reported that a high degree of surrounding fibrosis and inflammatory changes correlated significantly with depiction of delayed rim enhancement. These previous reports indicate that delayed rim enhancement, which was frequently observed in solid tubular carcinoma, may represent compressed or proliferated connective tissue surrounding the tumor.

Papillotubular carcinoma is defined as a carcinoma characterized by papillary projection and tubule formation. Part of the tumor may contain a solid pattern of tumor cell proliferation [10]. Although papillotubular carcinomas displayed linear or bandlike enhancement more frequently than other histologic subtypes, no single MRI finding specifically corresponded to this subtype. In fact, as shown in Figure 4, papillotubular carcinomas were included in all five groups (A–E), indicating substantial overlap between its MRI appearance and the MRI appearance of other subtypes.

Study Limitations
Several limitations of this study should be acknowledged. We studied a relatively small number of patients. Only invasive ductal carcinoma of no special type was retrospectively evaluated in our study. Additional studies that include noninvasive breast cancer, special types of invasive breast cancer, and benign breast lesions will be useful in determining the diagnostic significance of MRI findings. Another limitation is that the mean maximum diameter of the tumors that we evaluated was approximately 20–25 mm. The analysis may not apply to smaller lesions because enhancement in smaller lesions is generally more homogeneous. Finally, we also acknowledge that predicting the histopathologic subtype does not necessarily affect clinical management. All these patients still underwent conventional therapy, including surgery, radiation, and medication.

In conclusion, we found that MRI features showed a close relationship with histopathologic subtypes of invasive ductal carcinomas of no special type. High-resolution contrast-enhanced MRI can be a noninvasive diagnostic tool for histopathologic subtypes of invasive breast cancer.


Acknowledgments
 
We thank Ichiro Kadoya and Chikai Shoji for their cooperation and encouragement.


References
Top
Abstract
Introduction
Materials and Methods
Results
Discussion
References
 

  1. Orel SG, Schnall MD, Powell CM, et al. Staging of suspected breast cancer: effect of MR imaging and MR-guided biopsy. Radiology1995; 196:115 –122[Abstract/Free Full Text]
  2. Brown J, Buckley D, Coulthard A, et al. Magnetic resonance imaging screening in women at genetic risk of breast cancer: imaging and analysis protocol for the UK multicentre study—UK MRI Breast Screening Study Advisory Group. Magn Reson Imaging2000; 18:765 –776[Medline]
  3. Liu PF, Debatin JF, Caduff RF, Kacl G, Garzoli E, Krestin GP. Improved diagnostic accuracy in dynamic contrast-enhanced MRI of the breast by combined quantitative and qualitative analysis. Br J Radiol 1998;71:501 –509[Abstract]
  4. Malich A, Boehm T, Facius M, et al. Differentiation of mammographically suspicious lesions: evaluation of breast ultrasound, MRI mammography and electrical impedance scanning as adjunctive technologies in breast cancer detection. Clin Radiol2001; 56:278 –283[Medline]
  5. Solomon B, Orel S, Reynolds C, Schnall M. Delayed development of enhancement in fat necrosis after breast conservation therapy: a potential pitfall of MR imaging of the breast. AJR1998; 170:966 –968[Free Full Text]
  6. Turetschek K, Huber S, Floyd E, et al. MR imaging characterization of microvessels in experimental breast tumors by using a particulate contrast agent with histopathologic correlation. Radiology2001; 218:562 –569[Abstract/Free Full Text]
  7. Neubauer H, Li M, Kuehne-Heid R, Schneider A, Kaiser WA. High grade and non–high grade ductal carcinoma in situ on dynamic MR mammography: characteristic findings for signal increase and morphological pattern of enhancement. Br J Radiol2003; 76:3 –12[Abstract/Free Full Text]
  8. Japanese Breast Cancer Society. General rules for clinical and pathological recording of breast cancer, 14th ed. Tokyo, Japan: Kanehara, 2000:19 –56
  9. Page DL, Anderson TJ. Diagnostic histopathology of the breast. New York, NY: Churchhill Livingstone, 1987:193 –197
  10. Sakamoto G. Histological classification of breast cancer [in Japanese]. Gan No Rinsho 1985; [suppl]:105 –113
  11. Kurosumi M, Tabei T, Inoue K, et al. Prognostic significance of scoring system based on histological heterogeneity of invasive ductal carcinoma for node-negative breast cancer patients. Oncol Rep 2003;10:833 –837[Medline]
  12. Tsutsui S, Ohno S, Murakami S, Kataoka A, Kinoshita J, Hachitanda Y. Histological classification of invasive ductal carcinoma and the biological parameters in breast cancer. Breast Cancer2003; 10:149 –152[Medline]
  13. Samejima N, Yamazaki K. A study on the vascular proliferation in tissues around the tumor in breast cancer. Jpn J Surg1988; 18:235 –242[Medline]
  14. Kobayashi S, Iwase H, Ito Y, et al. Clinical significance of bcl-2 gene expression in human breast cancer tissues. Breast Cancer Res Treat 1997;42:173 –181[Medline]
  15. Weinstein D, Strano S, Cohen P, Fields S, Gomori JM, Degani H. Breast fibroadenoma: mapping of pathophysiologic features with three-time-point, contrast-enhanced MR imaging—pilot study. Radiology1999; 210:233 –240[Abstract/Free Full Text]
  16. Lemon SC, Roy J, Clark MA, Friedmann PD, Rakowski W. Classification and regression tree analysis in public health: methodological review and comparison with logistic regression. Ann Behav Med2003; 26:172 –181[Medline]
  17. Kodama H. Reevaluation of the histological classification of breast cancer: a presentation of a new histological classification considering the relationship between scirrhous tendency and postoperative prognosis [in Japanese]. Nippon Geka Gakkai Zasshi1985; 86:853 –862[Medline]
  18. Park IA, Ham EK. Fine needle aspiration cytology of palpable breast lesions: histologic subtype in false-negative cases. Acta Cytol 1997;41:1131 –1138[Medline]
  19. Buadu LD, Murakami J, Murayama S, et al. Patterns of peripheral enhancement in breast masses: correlation of findings on contrast medium enhanced MRI with histologic features and tumor angiogenesis. J Comput Assist Tomogr 1997;21:421 –430[Medline]
  20. Matsubayashi R, Matsuo Y, Edakuni G, Satoh T, Tokunaga O, Kudo S. Breast masses with peripheral rim enhancement on dynamic contrast-enhanced MR images: correlation of MR findings with histologic features and expression of growth factors. Radiology2000; 217:841 –848[Abstract/Free Full Text]
  21. Sherif H, Mahfouz AE, Oellinger H, et al. Peripheral washout sign on contrast-enhanced MR images of the breast. Radiology1997; 205:209 –213[Abstract/Free Full Text]

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