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Breast DCE-MRI morphological features and semi-quantitative parameters associated with upgrade to invasive carcinoma in biopsyproven DCIS Cover

Breast DCE-MRI morphological features and semi-quantitative parameters associated with upgrade to invasive carcinoma in biopsyproven DCIS

Open Access
|Sep 2026

Figures & Tables

FIGURE 1.

A 69-year-old woman with biopsy-proven ductal carcinoma in situ (DCIS) presenting as segmental clumped nonmass enhancement (NME) on breast dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) (thin arrows). The upper row shows the dynamic contrast-enhanced study: subtracted postcontrast image demonstrating the extent and distribution of NME (A), wash-in parametric map (B), and time-intensity curve (TIC) analysis (C). On the wash-in map, the freehand region of interest (ROI) was placed over the fastest enhancing part of the lesion, corresponding to the area with the highest signal intensity (thick arrow). TIC analysis demonstrated medium initial enhancement and a persistent delayed phase, corresponding to type 1 kinetics. The lower row shows the corresponding turbo inversion recovery magnitude (TIRM) image with no hyperintense areas (D), positive enhancement integral (PEI) map (E), and time to peak (TTP) map (F), illustrating the semi-quantitative parameters used for lesion assessment. Final postoperative histopathology confirmed pure DCIS without invasive carcinoma (IC).

FIGURE 2.

A 56-year-old woman with biopsy-proven ductal carcinoma in situ (DCIS) presenting as segmental non-mass enhancement (NME) (thin arrows) with an associated irregular mass in the inner quadrants (thick arrow) on breast dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI). The upper row shows the dynamic contrast-enhanced study: subtracted postcontrast image demonstrating the extent of NME and the associated irregular mass (A), wash-in parametric map (B), and time-intensity curve (TIC) analysis (C). On the wash-in map, the freehand region of interest (ROI) was placed over the irregular mass, which represented the fastest enhancing part of the lesion and corresponded to the area with the highest signal intensity (thick arrow). TIC analysis demonstrated fast initial enhancement and washout delayed-phase kinetics, corresponding to type 3 kinetics. The lower row shows the corresponding turbo inversion recovery magnitude (TIRM) image, where the lesion appears conspicuously hyperintense (D), positive enhancement integral (PEI) map (E), and time to peak (TTP) map (F), illustrating the semi-quantitative parameters used for lesion assessment. Final postoperative histopathology revealed DCIS with an associated invasive carcinoma (IC).

TABLE 1.

Comparison of findings between patients with and without invasive carcinoma

Without IC (n = 55)With IC (n = 35)p-value
Age55.29 ± 11.1351.91 ± 9.420.141
Type of biopsy
CNB19 (34.5%)17 (48.6%)0.256
SVAB/DBT-VAB34 (61.8%)18 (51.4%)
MR-VAB2 (3.6%)0
DCE-MRI lesion type
NME45 (81.8%)14 (40%)< 0.001*
Mass6 (10.9%)6 (17.1%)
NME + mass4 (7.3%)15 (42.9%)
Lesion size (mm)25 (52)48 (46)0.015*
Multifocality/multicentricity
No37 (67.3%)10 (28.6%)< 0.001*
Yes18 (32.7%)25 (71.4%)
Wash-in
Slow13 (23.6%)3 (8.6%)< 0.001*
Medium18 (32.7%)2 (5.7%)
Fast24 (43.6%)30 (85.7%
Peak enhancement (%)253.49 ± 168.06343.14 ± 195.260,023*
Delayed phase
Persistent34 (61.8%)5 (14.3%)< 0.001*
Plateau14 (25.5%)16 (45.7%)
Washout7 (12.7%)14 (40%)
T2W TSE
Hypointense19 (34.5%)8 (22.9%)0.023*
Isointense32 (58.2%)17 (48.6%)
Hyperintense4 (7.3%)10 (28.6%)
TIRM
Hypointense14 (25.5%)6 (17.1%)0.003*
Isointense23 (41.8%)5 (14.3%)
Hyperintense18 (32.7%)24 (68.6%)
PEI988 (733)1391 (1307)0.009*
PEI L/NP10.83 (7.61)11 (11.92)0.493
TTP470 (343)359 (182)0.003*

[i] CNB = core-needle biopsy; DBT-VAB = digital breast tomosynthesis-guided vacuum-assisted biopsy; DCE-MRI = dynamic contrast-enhanced magnetic resonance imaging; IC = invasive carcinoma; L/NP = lesion-to-normal parenchyma; MR-VAB = magnetic resonance-guided vacuum-assisted biopsy; NME = non-mass enhancement; PEI = positive enhancement integral; SVAB = stereotactic vacuum-assisted biopsy; T2W TSE = T2-weighted turbo-spin-echo; TIRM = turbo inversion recovery magnitude; TTP = time to peak.

[ii] Normally distributed numeric variables are presented as mean ± standard deviation, non-normally distributed variables as median (interquartile range), and categorical variables as frequencies (percentages). Statistically significant differences are marked with an asterisk (*).

TABLE 2.

Multivariate regression analysis with independent predictors of invasive carcinoma

VariableOR95% CIp-value
NME + mass4.4941.078–18.7420.039*
Multifocality/multicentricity2.4070.716–8.0960.156
Delayed phase3.9151.665–9.2050.002*
TIRM-hyperintensity6.7541.448–31.5060.015*

[i] CI = confidence interval; NME = non-mass enhancement; OR = odds ratio; TIRM = turbo inversion recovery magnitude.

[ii] Statistically significant independent predictors are marked with an asterisk (*).

FIGURE 3.

Receiver operating characteristic (ROC) curve for the multivariate regression model (area under the curve [AUC] = 0.872).

DOI: https://doi.org/10.2478/raon-2026-0043 | Journal eISSN: 1581-3207 | Journal ISSN: 1318-2099
Language: English
Page range: 356 - 366
Submitted on: Feb 7, 2026
Accepted on: Jul 19, 2026
Published on: Sep 7, 2026
Published by: Association of Radiology and Oncology
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2026 Vladimir Urban, Zorica Milosevic, Zoran Bukumiric, Katarina Obradovic, Nina Adzic, Dragana Pavlovic-Stankovic, Ivana Petkovic, Ivana Sovic, Irena Jovanic, Igor Spurnic, published by Association of Radiology and Oncology
This work is licensed under the Creative Commons Attribution 4.0 License.