1. Background
2. Objectives
3. Patients and Methods
3.1. Study Population
3.2. Image Acquisition and Interpretation
3.2.1. MMG and Breast US Imaging
3.2.2. BSGI
3.3. Histopathological Evaluation
3.4. Statistical Analysis
4. Results
| Characteristics | No. of cases (%) |
|---|---|
| Age, years [range] | 54.5 [25 - 89] |
| Pathology of breast cancer (n = 230) | |
| Histological subtype | |
| IDC | 169 (73.5) |
| DCIS | 40 (17.4) |
| ILC | 9 (3.9) |
| Papillary carcinoma | 4 (1.7) |
| Metaplastic carcinoma | 2 (< 1) |
| Mucinous carcinoma | 2 (< 1) |
| ACC | |
| Othersa | |
| Tumor size | |
| < 1.0 cm | 42 (18.3) |
| ≥ 1.0 cm | 188 (81.7) |
| Nuclear grade | |
| Low | 132 (57.4) |
| High | 98 (42.6) |
| Estrogen receptor | |
| Positive | 175 (76.1) |
| Negative | 55 (23.9) |
| Progesterone receptor | |
| Positive | 152 (66.1) |
| Negative | 78 (33.9) |
| HER2 status | |
| Positive | 55 (23.9) |
| Negative | 175 (76.1) |
| Ki-67 index b | |
| Low | 37 (18.9) |
| High | 159 (81.1) |
Abbreviations: IDC, invasive ductal carcinoma; DCIS, ductal carcinoma in situ; ILC, invasive lobular carcinoma; ACC, adenoid cystic carcinoma.
a Other types include invasive carcinoma of no special type (n = 1), poorly differentiated carcinoma (n = 1), and Paget’s disease (n = 1).
b The Ki-67 index was reported for 196 cases.
4.1. Overall Diagnostic Performance of BSGI, MMG, and US for Detecting Malignant Lesions
| Malignant lesions | Benign and intermediate lesions | Sensitivity (95% CI) | Specificity (95% CI) | PPV (95% CI) | NPV (95% CI) | AUC (95% CI) | |
|---|---|---|---|---|---|---|---|
| BSGI | 88.26 (83.38 - 92.12) | 81.62 (77.51 - 85.26) | 73.02 (68.69 - 76.95) | 92.50 (89.61 - 94.63) | 0.85 (0.82 - 0.88) | ||
| Positive | 203 | 75 | |||||
| Negative | 27 | 333 | |||||
| MMG b | 87.95 (82.95 - 91.90) | 66.83 (62.01 - 71.41) | 59.52 (55.94 - 63.00) | 90.91 (87.46 - 93.48) | 0.77 (0.74 - 0.81) | ||
| Positive | 197 | 134 | |||||
| Negative | 27 | 270 | |||||
| US | 97.83 (95.00 - 99.29) | 15.20 (11.85 - 19.05) | 39.40 (38.33 - 40.49) | 92.54 (83.49 - 96.82) | 0.57 (0.53 - 0.61) | ||
| Positive | 225 | 346 | |||||
| Negative | 5 | 62 | |||||
| MMG+BSGI | 96.43 (93.08 - 98.45) | 58.17 (53.19 - 63.03) | 56.10 (53.19 - 58.98) | 96.71 (93.67 - 98.31) | 0.77 (0.74 - 0.81) | ||
| Positive | 216 | 169 | |||||
| Negative | 8 | 235 | |||||
| MMG0+BSGI | 95.99 (92.51 - 98.15) | 69.80 (65.07 - 74.24) | 63.80 (60.25 - 67.20) | 96.91 (94.28 - 98.35) | 0.83 (0.80 - 0.86) | ||
| Positive | 215 | 122 | |||||
| Negative | 9 | 282 | |||||
| MMG4a+BSGI | 94.64 (90.83 - 97.20) | 77.23 (72.82 - 81.23) | 69.74 (65.76 - 73.44) | 96.30 (93.73 - 97.84) | 0.86 (0.83 - 0.89) | ||
| Positive | 212 | 92 | |||||
| Negative | 12 | 312 | |||||
| US+BSGI | 98.70 (96.24 - 99.73) | 13.24 (10.10 - 16.91) | 39.07 (38.11 - 40.04) | 94.74 (85.06 - 98.27) | 0.56 (0.52 - 0.60) | ||
| Positive | 227 | 354 | |||||
| Negative | 3 | 54 | |||||
| US4a+BSGI | 93.04 (88.95 - 95.97) | 78.92 (74.64 - 82.78) | 71.33 (67.27 - 75.08) | 95.27 (92.60 - 97.00) | 0.86 (0.83 - 0.89) | ||
| Positive | 214 | 86 | |||||
| Negative | 16 | 322 |
Abbreviations: BSGI, breast-specific gamma imaging; MMG, mammography; US, ultrasonography; CI, confidence interval; PPV, positive predictive value; NPV, negative predictive value; AUC, area under the curve.
a Values are expressed as %.
b Nine patients with 10 lesions did not undergo MMG because of patient’s refusal.
4.2. Diagnostic Performance of Modalities for the Detection of Intermediate and Malignant Lesions
| Malignant and intermediate lesions | Benign lesions | Sensitivity (95% CI) | Specificity (95% CI) | PPV (95% CI) | NPV (95% CI) | AUC (95% CI) | |
|---|---|---|---|---|---|---|---|
| BSGI | 76.55 (71.25 - 81.31) | 83.91 (79.62 - 87.61) | 79.86 (75.57 - 83.56) | 81.11 (77.63 - 84.16) | 0.80 (0.77 - 0.83) | ||
| Positive | 222 | 56 | |||||
| Negative | 68 | 292 | |||||
| MMG b | 78.01 (72.72 - 82.71) | 67.92 (62.72 - 72.81) | 66.47 (62.69 - 70.05) | 79.12 (75.04 - 82.69) | 0.73 (0.69 - 0.76) | ||
| Positive | 220 | 111 | |||||
| Negative | 62 | 235 | |||||
| US | 96.21 (93.31 - 98.09) | 16.09 (12.39 - 20.38) | 48.86 (47.58 - 50.15) | 83.58 (73.11 - 90.51) | 0.56 (0.52 - 0.60) | ||
| Positive | 279 | 292 | |||||
| Negative | 11 | 56 | |||||
| MMG+BSGI | 87.23 (82.77 - 90.90) | 59.83 (54.45 - 65.03) | 63.90 (60.70 - 66.97) | 85.19 (80.72 - 88.76) | 0.74 (0.70 - 0.77) | ||
| Positive | 246 | 139 | |||||
| Negative | 36 | 207 | |||||
| MMG0+BSGI | 85.46 (80.80 - 89.36) | 72.25 (67.21 - 76.91) | 71.51 (67.78 - 74.97) | 85.91 (82.02 - 89.07) | 0.79 (0.76 - 0.82) | ||
| Positive | 241 | 96 | |||||
| Negative | 41 | 250 | |||||
| MMG4a+BSGI | 83.33 (78.46 - 87.49) | 80.06 (75.45 - 84.14) | 77.30 (73.26 - 80.89) | 85.49 (81.87 - 88.49) | 0.82 (0.78 - 0.85) | ||
| Positive | 235 | 69 | |||||
| Negative | 47 | 277 | |||||
| US+BSGI | 97.24 (94.64 - 98.80) | 14.08 (10.60 - 18.18) | 48.54 (47.37 - 49.71) | 85.96 (74.68 - 92.71) | 0.56 (0.52 - 0.60) | ||
| Positive | 282 | 299 | |||||
| Negative | 8 | 49 | |||||
| US4a+BSGI | 81.32 (76.82 - 85.28) | 78.33 (74.25 - 81.93) | 83.73 (80.14 - 86.78) | 0.81 (0.78 - 0.84) | |||
| Positive | 235 | 65 | |||||
| Negative | 55 | 283 |
Abbreviations: BSGI, breast-specific gamma imaging; MMG, mammography; US, ultrasonography; CI, confidence interval; PPV, positive predictive value; NPV, negative predictive value; AUC, area under the curve.
a Values are expressed as %.
b Nine patients with 10 lesions did not undergo MMG because of patient’s refusal.
4.3. Analysis of False-Positive and False-Negative Findings of BSGI
5. Discussion
A 45-year-old woman with duct ectasia. Breast US. A, shows a small (7 mm) hypoechoic lesion with a taller-than-wide appearance in the left breast (BI-RADS 4a). B, BSGI indicates negative findings in the left breast (BSGI, breast-specific gamma imaging; US, ultrasonography; LCC, left craniocaudal; LMLO, left mediolateral oblique).
A 42-year-old woman with a palpable mass in the left breast, which was diagnosed as fibroadenoma after surgery. The left craniocaudal (CC) and mediolateral oblique (MLO) images. A, Show a circumscribed, oval-shaped, hyperdense mass (arrow) in the left upper outer quadrant. B, Breast US shows a circumscribed, oval-shaped, hypoechoic mass (2.3 cm) in the left breast (BI-RADS 4a). C, BSGI shows marked focal uptake in the left breast (BSGI, breast-specific gamma imaging; US, ultrasonography).
DCIS of the right breast in a 62-year-old woman. The right craniocaudal (CC) and mediolateral oblique (MLO) images. A, Show regionally distributed, fine pleomorphic, and linear branching microcalcifications in the right upper outer breast (BI-RADS 4c). Breast US (B) shows ill-defined, hypoechoic parenchymal changes with echogenic dots in the right breast at the corresponding location on MMG (BI-RADS 4c). However, BSGI (C) shows no focal uptake in the right breast. The breast MR image (D) shows an enhancing mass (1.9 × 1.1 × 1.9 cm) (arrow) in the right breast (DCIS, ductal carcinoma in situ; BSGI, breast-specific gamma imaging; US, ultrasonography; MMG, mammography).




