Ductal carcinoma in situ (DCIS) is a breast malignancy characterized pathologically by proliferation of malignant ductal epithelial cells in the lining of the terminal duct lobular unit without invasion through the basement membrane  . In recent years, the widespread use of mammographic screening has been chanced on DCIS more frequently. DCIS now accounts for as many as 30% of breast cancers in screened populations, and for approximately 5% of breast carcinomas in symptomatic women   . DCIS comprises a spectrum of noninvasive malignant processes in the breast with the potential to develop into an invasive cancer, and in fact approximately 30% - 50% of DCIS cases do progress to invasive breast cancer   . Therefore, early detection of DCIS is essential for improving the prognosis of breast cancer.
Among mammographically detected DCIS cases, up to 79% manifest with microcalcifications  , typically with a coarse, heterogeneous, or fine pleomorphic morphology, distributed in clusters, or in a segmental and linear-branching pattern  . However, approximately 10% - 20% of DCIS cases are manifested as non-calcified lesions on mammography, such as masses, architectural distortion, dilated retro areolar ducts, and developing densities. In addition, 16% of DCIS lesions are reported to be occult on mammography    .
On magnetic resonance imaging (MRI), DCIS exhibits various features, such as a mass with a washed-out or plateau pattern upon kinetic analysis or as non- mass enhancement. With the development of higher spatial resolution techniques, MRI has become to detect significantly more cases of any grade of DCIS than mammography   . To our knowledge, there is very little literature describing the MR imaging features of mammographically evident non-calcified DCIS, and few studies have correlated histopathological features with non-calcified DCIS   .
Therefore, the purpose of the present study was to compare the MRI and histopathological features between mammographically non-calcified DCIS and calcified DCIS.
2. Material and Methods
Our institutional review board approved the study protocol. The research ethics board did not require approval for this retrospective review of images and data.
Using a computer database system, we searched for and recruited patients who had undergone surgical treatment of primary breast cancers at our institution between January 2011 and December 2014. A total of 109 consecutive patients with pathologically diagnosed pure DCIS based on the final pathological reports were included. All patients consented to modified mastectomy or partial resection of the breast. DCIS associated with minimal invasion and accompanied by invasive cancers were not included. We excluded 27 cases due to absence of MRI data. Two patients had bilateral DCIS. Thus, a final total of 84 DCIS cases in 82 patients (age 24 - 83 years; mean 53 years) were included.
Mammography was performed using either Senographe DS (GE Healthcare, USA) or MAMMOMAT Inspiration (Siemens, Germany). Patients underwent cranio-caudal and medio-lateral oblique views ± lateral and magnified and spot compression views as medically necessary.
All MRI imaging was undertaken on a 3.0T scanner (Achieva Philips Healthcare Best, Netherlands) in conjunction with an 8-channel phased-array breast surface coil.
For MRI, an axial fat-suppressed fast spin-echo T2-weighted image was obtained, and dynamic contrast-enhanced T1-weighted fat-saturated gradient-echo sequences were performed before and four times after a bolus injection of gadolinium (Magnevist, Bayer Yakuhin, Japan) at a dose of 0.1 mmol per kilogram body weight, followed by flush-out with 20 ml of saline solution. After unenhanced acquisition, the first contrasted acquisition was performed 20 seconds after injection, and the last acquisition was performed over a period of 6 minutes after injection. Standard subtraction images were created from the non-enhanced and early and late contrast-enhanced T1-weighted fat-saturated gradient-echo sequences.
2.4. Image Interpretation
All images were retrospectively evaluated by two breast radiologists with 15 and 7 years of clinical experience. They were blinded to other information and evaluated the lesion morphology independently. Discordances were discussed until a consensus was reached.
Mammographic characteristics were evaluated according to the Breast Imaging Reporting and Data System (BI-RADS)  . Lesions were classified as belonging to five categories: 1) negative, 2) calcifications alone, 3) mass with calcifications, 4) mass without calcifications, 5) other findings. The “other findings” category included focal asymmetric density and architectural distortion.
Using MR images, morphological analysis was performed in consensus according to the BI-RADS MRI lexicon  . The enhancement pattern on MRI was analyzed by qualitative assessment of contrast uptake in the initial phase (first 2 min) and the delayed phase, which in turn was defined by the BI-RADS MRI lexicon to comprise the persistent, plateau, and washout phases  .
Participant’s histopathological details were obtained from the electronic patient notes system. The following histological parameters were analyzed: nuclear grade (modified Bloom and Richardson grading; 1) low grade, 2) intermediate, or 3) high), the presence of necrosis, estrogen receptor (ER) status, progesterone receptor (PR) status, HER-2 status and tumor size. HER-2 status was initially determined by immune histochemical staining (IHC), and was scored as positive in tumors with a 3+ staining score and negative in tumors with scores of 0 and 1+. Tumors scored as IHC 2+ were further evaluated by fluorescence in situ hybridization (FISH). Tumors were considered positive for ER and PR when strong nuclear staining was observed in at least 10% of the tumor cells tested.
2.6. Statistical Analysis
Statistical analysis was performed using a statistical software package (SPSS, version 21.0, SPSS, Chicago, IL, USA). Inter-observer agreement was evaluated by kappa test. Kappa values higher than 0.75 were considered to indicate excellent agreement. For differences in the imaging and histopathological features between the two groups, the chi-squared test and Fisher’s exact test were employed. A p value of 0.05 or lower was considered significant.
Inter-observer agreement between the two radiologists was excellent, with a kappa value of 0.925 for evaluation of mammographic characteristics, and 0.854 for morphological analysis of MR images.
Among the 84 DCIS lesions, 30 (36%) in 30 women (age 24 - 83 years; mean 55 years) were defined as non-calcified DCIS, and 54 (64%) in 52 women (aged 35 - 79 years; mean 52 years) were defined as calcified DCIS. Patients with non-calcified DCIS did not significantly differ from patients with calcified DCIS in terms of mean age (p = 0.375). A palpable mass was found in 16 (53%) cases in the non-calcified DCIS group and in 17 (31%) in the calcified DCIS group.
The overall sensitivity of mammography for DCIS was 92% (77/84). Regarding the non-calcified DCIS group, which included 30 cases, mammography was falsely negative in 7 cases (23%) (Figure 1), detected masses in 8 (27%) (Figure 2), focal asymmetric density in 10 (33%), and architectural distortion in 5 (17%) (Table 1). Among the 8 mass lesions, the shape was round/oval in 6 (75%) and irregular in 2 (25%). The mass margins were circumscribed in 1 case (12.5%), microlobulated in 2 (25%), obscure in 4 (50%), and indistinct in 1 (12.5%). Of the 7 mammographically occult cases, 6 were located in dense breast parenchyma.
Regarding the calcified DCIS group, which included 54 cases, mammography detected calcification alone in 45 cases (83%) and masses with calcification in 9 cases (17%). The dominant morphologies of the calcifications were amorphous in 14 cases (26%), coarse heterogeneous in 17 (31.5%), fine pleomorphic in 17 (31.5%), and fine linear in 6 (11%). The distributions of the calcifications were diffuse in 1 case (2%), regional in 1 (2%), clustered in 2 (54%), segmental in 17 (31%), and linear in 6 (11%).
(a) (b) (c)
Figure 1. A 46-year-old woman with mammographically non-calcified DCIS. (a) Mammogram revealed negative finding. (b) MRI demonstrated non-mass enhancement in the upper inner portion of the left breast. (c) Final pathology result revealed a 55 mm ductal carcinoma in situ, cribriform and papillary type.
(a) b) (c)
Figure 2. A 50-year-old woman with mammographically non-calcified DCIS. (a) Left mammogram revealed a 10 mm irregular mass in the lateral aspect of the breast. (b) MRI demonstrated a mass with irregular internal enhancement. (c) Final pathology result revealed a 10 mm ductal carcinoma in situ, cribriform type.
MRI demonstrated a mass in 17 of the 84 cases (20%), and non-mass enhancement in 67 (80%) (Table 2). No significant difference in the type of the lesion
Table 1. Comparison of lesion types on mammography between non-calcified and calcified ductal carcinoma in situ (DCIS).
Data are numbers of cases. Numbers in parentheses are percentages.
Table 2. Comparison of magnetic resonance imaging (MRI) features between non-calci- fied and calcified ductal carcinoma in situ (DCIS).
Data are numbers of cases. Numbers in parentheses are percentages.
was observed between the non-calcified and calcified groups (p = 0.274). Eight of the 30 (27%) cases of non-calcified DCIS and 9 of the 54 (17%) cases of calcified DCIS presented as a mass. There were no significant differences in terms of their shapes (p = 0.267), margins (p = 0.082), or enhancement patterns (p = 0.097). Twenty-two (73%) of the non-calcified DCIS cases and 45 of the 54 (83%) calcified DCIS cases presented as non-mass enhancement. The difference in distribution (p = 0.126) and internal enhancement (p = 0.647) between two groups was not significantly different.
The mean lesion diameter in the non-calcified DCIS group was 30.2 mm (range 5 - 75 mm) where as that in the calcified DCIS group was 33.2 mm (range 5 - 118 mm). The difference was not significant. The pathological results revealed more cases of a high nuclear grade (p = 0.018), presence of necrosis (p < 0.001), and presence of HER-2 status (p = 0.018) in the calcified DCIS group than in the non-calcified DCIS group. However, there were no significant inter-group differences in terms of the presence of ER (p = 0.679) or PR status (p = 0.101) (Table 3).
The incidence of DCIS has been rising steadily. Currently, screening mammography is the most useful imaging modality for detection of DCIS. Microcalcification
Table 3. Comparison of histopathological features between non-calcified and calcified ductal carcinoma in situ (DCIS).
Data are numbers of cases. Numbers in parentheses are percentages.
is one of the most important features of DCIS on mammography, but not all DCIS lesions are calcified. Calcium can deposit on both necrotic debris (necrotic calcification) and non-necrotic materials, such as secretory or mucinous materials (non-necrotic calcification)   . The sensitivity of mammography for detection of non-calcified DCIS has been reported to be about 20%. DCIS may also manifest as a mass on mammography in 10% of cases and as architectural distortion in 7% - 13%    . In the present study, the sensitivity of mammography for detection of non-calcified DCIS was 77% (23/30). In a study of 909 consecutive DCIS patients, Barreau et al. reported that low-grade DCIS was manifested as a mass or an asymmetric density more frequently than high-grade DCIS  . The presence of microcalcifications, especially those with a branching or fine linear morphology, strongly increases the chance of HER-2 overexpression   . Several studies have indicated that HER-2 overexpression is associated with a relatively worse prognosis and increased rates of recurrence than other cancers   . Alternatively, poorly differentiated tumors more often show central necrosis and rapid growth, resulting in deposition of microcalcifications along the ductal structures, and therefore this feature could also be a reflection of the more aggressive nature of HER2-positive invasive cancers  .
In the present study, 7 of the non-calcified DCIS cases could not be detected by mammography, and 6 of these 7 cases occurred in dense breast tissue. Previous studies have demonstrated that 6% - 23% of DCIS cases overall were mammographically occult    . The present 7 mammographically occult DCIS were detected on MRI and demonstrated non-mass enhancement. Therefore, MRI could be considered a useful modality for detection and diagnosis of non-calcified DCIS in patients found to have dense breast tissues on mammography. The periductal stroma associated with DCIS has a higher microvessel density than normal breast tissue  . Jansen et al. postulated that ductal basement membrane permeability is elevated in the presence of DCIS, due to protease secretion from cancer cells, leading to an accumulation of gadolinium within the duct at the site of DCIS  . Consequently, MRI can detect DCIS more accurately than mammography, since it may be able to demonstrate mammographically occult or non-calcified DCIS. Though MRI has been regarded as the most sensitive method for detection of breast cancer, classical morphological signs had a limited accuracy in smaller compared to larger lesions  . It is difficult to diagnose DCIS especially in small cases and sometimes impossible to distinguish DCIS from benign lesion or normal parenchyma. To improve diagnostic accuracy and detection of such DCIS cases, high spatial resolution and high contrast differentiation of tissues on MRI are needed. Parallel imaging and multichannel coils are likely to improve spatial resolution and during routine diagnosis  . In addition, results of some investigators argued that improved diagnostic accuracy is achieved with 3.0T MRI    .
Several authors have analyzed the difference between MRI features and pathologic grade of DCIS. The MRI appearance of DCIS depends primarily on the presence and extent of abnormal periductal or stromal vascularity  . Some previous studies reported that the type of morphologic enhancement was correlated with histological grade. A few studies reported that the rate of non-mass enhancement increased according to nuclear grade and pathological grade    . Jiang et al. reported that internal enhancement with clumping is significantly associated with histological grade and prognosis, while Facius et al. and Neubauer et al. reported that segmental granular pattern of enhancement is more likely shown in intermediate and high-grade DCIS    . Concerning time-intensity curves, Neubauer et al. reported that plateau or washout pattern is significantly shown in intermediate and high-grade DCIS  . On the other hand, some studies have reported no correlation between enhancement pattern and nuclear grade of DCIS   . The relationship between MRI features and pathologic grade remains controversial.
In our investigation, non-mass enhancement was the most common MRI finding in both non-calcified and calcified DCIS and there were no significant differences in lesion type or morphological appearance on MRI between non- calcified and calcified DCIS. However, we also found that a high nuclear grade, presence of necrosis, and positive HER-2 status were significantly more common in calcified than in non-calcified DCIS, which means that calcified DCIS has more aggressive histological features than non-calcified DCIS. These observations suggested that MRI findings of calcified DCIS might have features in relation to histological aggressiveness. The number of patients enrolled in this study was too small to draw significant conclusions. Therefore, further studies will be needed to confirm the characteristic MRI features of non-calcified and calcified DCIS in a large population.
Histological nuclear grade and presence of comedo necrosis in DCIS are important prognostic features. ER, PR, and HER-2 status are common biological markers in breast cancer. Most DCIS lesions express ER, PR, or both. In general, non-comedo carcinomas more frequently show ER positivity   . Regarding the role of HER-2 status, immunoreactivity for the HER-2 oncogene has been primarily associated with high-grade DCIS  , which has several implications for future research relevant to clinical care  .
The present study had several limitations. First, the size of the population, especially the total number of patients, was relatively small in relation to the various parameters evaluated. Second, the retrospective nature of the study probably led to selection bias resulting from a difference between the patient population and a true screening setting. The selected patients had known disease; each patient in the cohort had histologically proven DCIS. To improve diagnosis of DCIS, however, DCIS that remain undetected or missed clinically and by imaging studies should also be evaluated. Further follow-up imaging study includes normal breast examination, some of which could conceivably have DCIS, would be needed. Third, we did not follow up the patients analyzed. To clarify the prognostic significance of our analysis, follow-up of patients and multifactorial survival analysis will be required.
There were no significant differences in MRI findings between non-calcified and calcified DCIS. Histopathologically, calcified DCIS has more aggressive histological features than non-calcified DCIS. Recognition of the imaging features of non-calcified DCIS might be helpful for improving the diagnosis of DCIS.
 Schnitt, S.J., Silen, W., Sadowsky, N.L., Connolly, J.L. and Harris, J.R. (1988) Ductal Carcinoma in Situ (Intraductal Carcinoma) of the Breast. The New England Journal of Medicine, 318, 898-903.
 Tabar, L., Vitak, B., Chen, H.H., Duffy S.W., Yen, M.F., et al. (2000) The Swedish Two-County Trial Twenty Years Later. Updated Mortality Results and New Insights from Long-Term Follow-Up. The Radiologic Clinics of North America, 38, 625-651.
 Stomper, P.C., Connolly, J.L., Meyer, J.E. and Harris, J.R. (1989) Clinically Occult Ductal Carcinoma in Situ Detected with Mammography: Analysis of 100 Cases with Radiologic-Pathologic Correlation. Radiology, 172, 235-241.
 Kim, J.S., Lee, S.M. and Cha, E.S. (2014) The Diagnostic Sensitivity of Dynamic Contrast-Enhanced Magnetic Resonance Imaging and Breast-Specific Gamma Imaging in Women with Calcified and Non-Calcified DCIS. Acta Radiologica, 55, 668-675.
 Chadashvili, T., Ghosh, E., Fein-Zachary, V., Mehta, T.S., Venkataraman, S., et al. (2015) Nonmass Enhancement on Breast MRI: Review of Patterns with Radiologic-Pathologic Correlation and Discussion of Management. American Journal of Roentgenology, 204, 219-627.
 Evans, A., Pinder, S., Wilson, R., Sibbering, M., Poller, D., et al. (1994) Ductal Carcinoma in Situ of the Breast: Correlation between Mammographic and Pathologic Findings. American Journal of Roentgenology, 162, 1307-1311.
 Holland, R., Peterse, J.L., Millis, R.R., Eusebi, V., Faverly, D., van de Vijver, M.J., et al. (1994) Ductal Carcinoma in Situ: A Proposal for a New Classification. Seminars in Diagnostic Pathology, 11, 167-180.
 Jansen, S.A., Newstead, G.M., Abe, H., Shimauchi, A., Schmidt, R.A. and Karczmar, G.S. (2007) Pure Ductal Carcinoma in Situ: Kinetic and Morphologic MR Characteristics Compared with Mammographic Appearance and Nuclear Grade. Radiology, 245, 684-691.
 Kuhl, C.K., Schrading, S., Bieling, H.B., Wardelmann, E., Leutner, C.C., Koenig, R., et al. (2007) MRI for Diagnosis of Pure Ductal Carcinoma in Situ: A Prospective Observational Study. Lancet, 370, 485-492.
 Mun, H.S., Shin, H.J., Kim, H.H., Cha, J.H., Kim, H., et al. (2013) Screening-Detected Calcified and Non-Calcified Ductal Carcinoma in Situ: Differences in the Imaging and Histopathological Features. Clinical Radiology, 68, 27-35.
 Spak, D.A., Plaxco, J.S., Santiago, L., Dryden, M.J. and Dogan, B.E. (2013) Breast Imaging Reporting and Data System BI-RADS® Atlas. 5th Edition, American College of Radiology, Reston, Virginia.
 Gwak, Y.J., Kim, H.J., Kwak, J.Y., Lee, S.K., Shin, K.M., Lee, H.J., et al. (2011) Ultrasonographic Detection and Characterization of Asymptomatic Ductal Carcinoma in Situ with Histopathologic Correlation. Acta Radiologica, 52, 364-371.
 Tse, G.M., Tan, P.H., Cheung, H.S., Chu, W.C. and Lam, W.W. (2008) Intermediate to Highly Suspicious Calcification in Breast Lesions: A Radio-Pathologic Correlation. Breast Cancer Research and Treatment, 110, 1-7.
 Greenwood, H.I., Heller, S.L., Kim, S., Sigmund, E.E., Shaylor, S.D. and Moy, L. (2013) Ductal Carcinoma in Situ of the Breasts: Review of MR Imaging Features. Radiographics, 33, 1569-1588.
 Barreau, B., de Mascarel, I., Feuga, C., MacGrogan, G., Dilhuydy, M.H., Picot, V., et al. (2005) Mammography of Ductal Carcinoma in Situ of the Breast: Review of 909 Cases with Radiographic-Pathologic Correlations. European Journal of Radiology, 54, 55-61.
 Tse, G.M., Tan, P.H., Pang, A.L., Tang, A.P. and Cheung, H.S. (2008) Calcification in Breast Lesions: Pathologists' Perspective. Journal of Clinical Pathology, 61, 145-151.
 Elias, S.G., Adams, A., Wisner, D.J., Esserman, L.J., van’t Veer, L.J., Mali, W.P., et al. (2014) Imaging Features of HER2 Overexpression in Breast Cancer: A Systematic Review and Meta-Analysis. Cancer Epidemiology, Biomarkers & Prevention, 23, 1464-1483.
 Nguyen, P.L., Taghian, A.G., Katz, M.S., Niemierko, A., AbiRaad, R.F., Boon, W.L., et al. (2008) Breast Cancer Subtype Approximated by Estrogen Receptor, Progesterone Receptor, and HER-2 Is Associated with Local and Distant Recurrence after Breast Conserving Therapy. Journal of Clinical Oncology, 26, 2373-2378.
 Voduc, K.D., Cheang, M.C., Tyldesley, S., Gelmon, K., Nielsen, T.O. and Kennecke, H. (2010) Breast Cancer Subtypes and the Risk of Local and Regional Relapse. Journal of Clinical Oncology, 28, 1684-1691. https://doi.org/10.1200/JCO.2009.24.9284
 Guidi, A.J., Fischer, L., Harris, J.R. and Schnitt, S.J. (1994) Microvessel Density and Distribution in Ductal Carcinoma in Situ of the Breast. Journal of the National Cancer Institute, 86, 614-619.
 Jansen, S.A., Paunesku, T., Fan, X., Woloschak, G.E., Vogt, S., Conzen, S.D., et al. (2009) Ductal Carcinoma in Situ: X-Ray Fluorescence Microscopy and Dynamic Contrast-Enhanced MR Imaging Reveals Gadolinium Uptake within Neoplastic Mammary Ducts in a Murine Model. Radiology, 253, 399-406.
 Baltzer, P.A., Kaiser, C.G., Dietzel, M., Vag, T., Herzog, A.B., Gajda, M., et al. (2010) Value of Ductal Obstruction Sign in the Differentiation of Benign and Malignant Breast Lesions at MR Imaging. European Journal of Radiology, 75, e18-e21.
 Kuhl, C.K., Jost, P., Morakkabati, N., Zivanovic, O., Schild, H.H. and Gieseke, J. (2006) Contrast-Enhanced MR Imaging of the Breast at 3.0 and 1.5 T in the Same Patients: Initial Experience. Radiology, 239, 666-676.
 Pinker, K., Grabner, G., Bogner, W., Gruber, S., Szomolanyi, P., Trattnig, S., et al. (2009) Acombined High Temporal and High Spatial Resolution 3 Tesla MR Imaging Protocol for the Assessment of Breast Lesions: Initial Results. Investigative Radiology, 44, 553-558.
 Pinker-Domenig, K., Bogner, W., Gruber, S., Bickel, H., Duffy, S., Schernthaner, M., et al. (2012) High Resolution MRI of the Breast at 3T: Which BI-RADS® Descriptors Are Most Strongly Associated with the Diagnosis of Breast Cancer? European Radiology, 22, 322-330.
 Engels, K., Fox, S.B., Whitehouse, R.M., Gatter, K.C. and Harris, A.L. (1997) Distinct Angiogenic Patterns are Associated with High-Grade in Situ Ductal Carcinomas of the Breast. The Journal of Pathology, 181, 207-212.
 Liu, H. and Peng, W. (2012) MRI Morphological Classification of Ductal Carcinoma in Situ (DCIS) Correlating with Different Biological Behavior. European Journal of Radiology, 81, 214-217.
 Baur, A., Bahrs, S.D., Speck, S., Wietek, B.M., Krämer, B., Vogel, U., et al. (2013) Breast MRI of Pure Ductal Carcinoma in Situ: Sensitivity of Diagnosis and Influence of Lesion Characteristics. European Journal of Radiology, 82, 1731-1737.
 Jiang, L., Zhou, Y., Wang, Z., Lu, X., Chen, M. and Zhou, C. (2013) Is There Different Correlation with Prognostic Factors between “Non-Mass” and “Mass” Type Invasive Ductal Breast Cancers? European Journal of Radiology, 82, 1404-1409.
 Facius, M., Renz, D.M., Neubauer, H., Böttcher, J., Gajda, M., Camara, O., et al. (2007) Characteristics of Ductal Carcinoma in Situ in Magnetic Resonance Imaging. Clinical Imaging, 31, 394-400. https://doi.org/10.1016/j.clinimag.2007.04.030
 Neubauer, H., Li, M., Kuehne-Heid, R., Schneider, A. and Kaiser, W.A. (2003) High Grade and Non-High Grade Ductal Carcinoma in Situ on Dynamic MR Mammography: Characteristic Findings for Signal Increase and Morphological Pattern of Enhancement. British Journal of Radiology, 76, 3-12.
 Chan, S., Chen, J.H., Agrawal, G., Lin, M., Mehta, R.S., Carpenter, P.M., et al. (2010) Characterization of Pure Ductal Carcinoma in Situ on Dynamic Contrast Enhanced MR Imaging: Do Nonhigh Grade and High Grade Show Different Imaging Features? Journal of Oncology, 2010, 1-9. https://doi.org/10.1155/2010/431341
 Karayiannakis, A.J., Bastounis, E.A., Chatzigianni, E.B., Makri, G.G., Alexiou, D. and Karamanakos, P. (1996) Immunohistochemical Detection of Oestrogen Receptors in Ductal Carcinoma in Situ of the Breast. European Journal of Surgical Oncology, 22, 578-582.
 Albonico, G., Querzoli, P., Ferretti, S., Magri, E. and Nenci, I. (1996) Biophenotypes of Breast Carcinoma in Situ Defined by Image Analysis of Biological Parameters. Pathology, Research and Practice, 192, 117-123.