1. Background
2. Objectives
3. Patients and Methods
3.1. Patient Population
| Characteristics | Data |
|---|---|
| Person age (n = 40) | Mean 50.7 (range 30 - 76) |
| Lesion size (n = 120) | Mean 1.58 cm (± 1.64) |
| Pathology | |
| Benign (35) | Fibrocystic changes (8) |
| Fibroadenoma (1) | |
| Ductal hyperplasia (10) | |
| Stromal fibrosis (1) | |
| Fat necrosis (1) | |
| Columnar cell hyperplasia (1) | |
| No change by MR follow-up (13) | |
| Borderline, high-risk (9) | Intraductal papilloma (2) |
| Atypical ductal hyperplasia (2) | |
| Lobular neoplasia (4) | |
| Flat epithelial atypia (1) | |
| Malignancy (76) | Invasive ductal carcinoma (61) |
| Ductal carcinoma in situ (8) | |
| Mucinous carcinoma (4) | |
| Invasive micropapillary carcinoma (2) | |
| Invasive lobular carcinoma (1) | |
3.2. MRI Technique and Interpretation
3.3. Mammography and Ultrasound Imaging Technique
3.4. Data Analysis
4. Results
Images from a 68-year-old woman with right breast cancer (1-o’clock position, invasive ductal carcinoma (black arrow)) who underwent breast MRI for preoperative staging. A, Maximal intensity projection (MIP) reconstruction image showed two additional suspicious enhancing masses (white arrow and arrowhead) at the 1-o’clock position in the right breast. B, Three orthogonal planes (axial, sagittal, and coronal) of the right breast on the automated breast volume scanner (ABVS) revealed the known invasive ductal carcinoma (IDC) (black arrow). C, Three orthogonal planes (axial, sagittal, and coronal) of the right breast on the ABVS show the known IDC (black arrow) and an additional MRI detected suspicious lesion (white arrow). D, The axial plane of the right breast on the ABVS shows an additional MRI detected suspicious lesion confirmed as lobular neoplasia (white arrow). This lesion was not seen by handheld ultrasonography (US) imaging. E, Three orthogonal planes (axial, sagittal, and coronal) of the right breast on the ABVS show the other MRI detected suspicious lesion (white arrowhead). F, The axial plane of the right breast on the ABVS shows the additional MRI detected suspicious lesion confirmed as ductal carcinomas in situ (DCIS) (white arrowhead). This lesion was not seen by handheld US imaging. Surgical management was changed from breast-conserving surgery to a simple mastectomy.
Comparisons of lesion size measured using MRI versus handheld ultrasound (HHUS) and automated breast volume scanner (ABVS) using Bland-Altman graphs. A, Comparisons of lesion size measured using MRI and HHUS. B, Comparisons of lesion size measured by MRI and ABVS. C, Comparisons of lesion size measured using HHUS and ABVS.
5. Discussion
| Variables | Sensitivity | Specificity | PPV | NPV |
|---|---|---|---|---|
| Pre-MRI (without MRI) | ||||
| MMG (categorya) | 47.4 | 93.2 | 92.3 | 50.6 |
| Fatty breast (1 + 2) | 60.0 | 90.5 | 85.7 | 70.4 |
| Dense breast (3 + 4) | 42.9 | 95.7 | 96.0 | 40.7 |
| 1st HHUS detectionb | 65.8 | 59.1 | 73.5 | 50.0 |
| ABVS detectionb | 64.5 | 68.2 | 77.8 | 52.6 |
| Conjunctiveccombination detection | 67.1 | 56.8 | 72.9 | 50.0 |
| Disjunctived combination detection | 63.2 | 75.0 | 81.4 | 54.1 |
| 1st HHUS categorya (n = 68) | 56.6 | 100.0 | 100.0 | 57.1 |
| ABVS categorya (n = 63) | 59.2 | 97.7 | 97.8 | 58.1 |
| Post-MRI (with MRI) | ||||
| 1st + 2nd HHUS detectionb | 94.7 | 13.6 | 65.5 | 60.0 |
| ABVS detectionb | 98.7 | 6.8 | 64.7 | 75.0 |
| Conjunctiveccombination | 100.0 | 6.8 | 65.0 | 100.0 |
| Disjunctived combination | 93.4 | 13.6 | 65.1 | 54.6 |
Abbreviations: ABVS, automated breast volume scanner; HHUS, handheld ultrasound; MMG, mammography; NPV, negative predictive value; PPV, positive predictive value.
aCategory: category 1, 2, and 3 were defined as negative category (-), 4, 5, and 0 were defined as positive category (+) given to MMG, 1st HHUS category, ABVS category, and MRI.
bDetection: non-detection was defined as negative (-), detection was defined as positive (+) given to HHUS, ABVS, conjunctive and disjunctive combination detections.
cConjunctive combination: non-detection; non-detection on both the 2nd HHUS and ABVS scans; detection; detection on either the 2nd HHUS or ABVS scans.
dDisjunctive combination: non-detection; non-detection on either the 2nd HHUS or ABVS scans; detection; detection on the both the 2nd HHUS and ABVS scans.
| Pre-MRI (Without MRI) | Post-MRI (with MRI) | ||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MMG | P value | 1st HHUS | P value | ABVS | P value | 1st and 2nd HHUS | P value | ABVS | P value | Conjunctive | P value | Disjunctive | P value | ||||||||
| (-) | (+) | (-) | (+) | (-) | (+) | (-) | (+) | (-) | (+) | (-) | (+) | (-) | (+) | ||||||||
| Detection | 81 (67.5) | 39 (32.5) | 52 (43.3) | 68 (56.7) | 57 (47.5) | 63 (52.5) | 10 (8.3) | 110 (91.7) | 4 (3.3) | 116 (96.7) | 3 (2.5) | 117 (97.5) | 11 (9.2) | 109 (90.8) | |||||||
| Pathology | < 0.0001 | 0.0261 | 0.0022 | 0.0941 | 0.1515 | 0.0569 | 0.1455 | ||||||||||||||
| 1- Benign | 33 (40.7) | 2 (5.1) | 20 (38.5) | 15 (22.1) | 24 (42.1) | 11 (17.5) | 6 (60.0) | 29 (26.4) | 3 (75.0) | 32 (27.6) | 3 (100.0) | 32 (27.4) | 6 (54.6) | 29 (26.6) | |||||||
| 2- Borderline | 8 (9.9) | 1 (2.6) | 6 (11.5) | 3 (4.4) | 6 (10.5) | 3 (4.8) | 0 (0.0) | 9 (8.2) | 0 (0.0) | 9 (7.8) | 0 (0.0) | 9 (7.7) | 0 (0.0) | 9 (8.3) | |||||||
| 3- Malignancy | 40 (49.4) | 36 (92.3) | 26 (50.0) | 50 (73.5) | 27 (47.4) | 49 (77.8) | 4 (40.0) | 72 (65.5) | 1 (25.0) | 75 (64.7) | 0 (0.0) | 76 (65.0) | 5 (45.5) | 71 (65.1) | |||||||
| Lesion type in MRI | 0.9285 | 0.1597 | 0.1456 | 0.0145 | 0.0168 | 0.0788 | 0.0037 | ||||||||||||||
| 1- mass | 67 (82.7) | 32 (82.1) | 40 (76.9) | 59 (86.8) | 44 (77.2) | 55 (87.3) | 5 (50.0) | 94 (85.5) | 1 (25.0) | 98 (84.5) | 1 (33.3) | 98 (83.8) | 5 (45.5) | 94 (86.2) | |||||||
| 2- non-mass | 14 (17.3) | 7 (18.0) | 12 (23.1) | 9 (13.2) | 13 (22.8) | 8 (12.7) | 5 (50.0) | 16 (14.6) | 3 (75.0) | 18 (15.5) | 2 (66.7) | 19 (16.2) | 6 (54.6) | 15 (13.8) | |||||||
| Lesion size in MRI, | 1.2 ± 1.5 | 2.3 ± 1.7 | < 0.0001 | 1.3 ± 1.6 | 1.8 ± 1.6 | 0.0053 | 1.2 ± 1.6 | 1.9 ± 1.6 | 0.0002 | 1.5 ± 1.3 | 1.6 ± 1.7 | 0.8640 | 2.0 ± 1.4 | 1.6 ± 1.7 | 0.3676 | 2.2 ± 1.6 | 1.6 ± 1.6 | 0.3811 | 1.5 ± 1.2 | 1.6 ± 1.7 | 0.8021 |
| Cancer type | 0.0590 | < 0.0001 | < 0.0001 | 0.3652 | 0.1053 | - | 0.0831 | ||||||||||||||
| Invasive cancersc | 33 (82.5) | 35 (97.2) | 18 (69.2) | 50 (100) | 19 (70.4) | 49 (100.0) | 3 (75.0) | 65 (90.3) | 0 (0.0) | 68 (90.7) | 0 (0.0) | 68 (89.5) | 3 (60.0) | 65 (91.6) | |||||||
| DCIS | 7 (17.5) | 1 (2.8) | 8 (30.8) | 0 (0.0) | 8 (23.6) | 0 (0.0) | 1 (25.0) | 7 (9.7) | 1 (100.0) | 7 (9.3) | 0 (0.0) | 8 (10.5) | 2 (40.0) | 6 (8.5) | |||||||
Abbreviations: ABVS, automated breast volume scanner; DCIS, ductal carcinoma in situ; HHUS, handheld ultrasound; MMG, mammography.
aValues are expressed as No. (%) or mean ± SD.
bStatistics were carried out using Chi-square test, Fisher’s exact test and Wilcoxon rank sum test.
cInvasive cancer: invasive ductal cancer, invasive micropapillary cancer, mucinous cancer, and invasive lobular cancers

