Introduction
Materials and methods
Patients
Ultrasonography
Categorization according to the risk stratification systems
Data and statistical analysis
Results
Baseline
Demographic characteristics | No. (%) or mean ± SD (range) | |
---|---|---|
Male | 113 (34.3) | |
Age (years) | 43.5 ± 14.3 (3–82) | |
Pathological classifications | ||
FTA | 262 (79.6) | |
FTC | 67 (20.4) | |
Minimally invasive | 48 (14.7) | |
Encapsulated angioinvasive | 12 (3.6) | |
Widely invasive | 7 (2.1) | |
Ultrasound features | ||
Maximum diameters (cm)a | 3.6 ± 1.7 (0.6–12.1) | |
Maximum diameters > 2 cma | 285 (86.9) | |
Maximum diameters > 4 cma | 135 (41.2) | |
Location | Left | 167 (50.8) |
Right | 157 (47.7) | |
Isthmus | 5 (1.5) | |
Composition | Spongiform | 4 (1.2) |
Cystic | 0 (0) | |
Mixed | 72 (21.9) | |
Solid | 251 (76.3) | |
Undetermined because of calcification | 2 (0.6) | |
Echogenicityc | Anechoic | 0 (0) |
Hyperechoic | 11 (3.4) | |
Isoechoic | 260 (79.0) | |
Hypoechoic | 58 (17.6) | |
Very hypoechoic | 0 (0) | |
Margin | Smooth | 303 (92.1) |
Ill-defined | 25 (7.6) | |
Irregular | 1 (0.3) | |
Calcificationsb | Absent | 282 (85.7) |
Microcalcification | 16 (4.9) | |
Macrocalcification | 26 (7.9) | |
Rim calcification | 7 (2.1) | |
Shape | Round to oval | 316 (96.0) |
Irregular | 13 (4.0) | |
Orientation | Parallel | 328 (99.7) |
Nonparallel | 1 (0.3) | |
Peripheral halo | Present | 194 (59.0) |
Hyperechoic foci | Comet-tail artifacts | 4 (1.2) |
Indeterminate | 3 (0.9) | |
Extrathyroidal extension | Present | 1 (0.3) |
Suspicious cervical lymph node | Present | 3 (0.9) |
The location of the solid component for mixed-content nodules | Eccentric | 21 (29.2) |
Non-eccentric | 51 (70.8) | |
Vascularization | Absent | 11 (3.3) |
Perinodular | 6 (1.8) | |
Intranodular | 6 (1.8) | |
Mixed | 306 (93.1) | |
Ultrasound-based malignancy risk stratification systems | ||
ATA | Benign | 0 (0) |
Very low suspicion | 53 (16.1) | |
Low suspicion | 213 (64.7) | |
Intermediate suspicion | 37 (11.3) | |
High suspicion | 8 (2.4) | |
Nonclassifiable group | 18 (5.5) | |
AACE/ACE/AME | Low | 11 (3.4) |
Intermediate | 293 (89.0) | |
High suspicion | 18 (5.5) | |
Nonclassifiable group | 7 (2.1) | |
K-TIRADS | Benign (K-TR2) | 8 (2.4) |
Low suspicion (K-TR3) | 258 (78.5) | |
Intermediate suspicion (K-TR4) | 53 (16.1) | |
High suspicion (K-TR5) | 8 (2.4) | |
Nonclassifiable group | 12 (3.6) | |
EU-TIRADS | Benign (EU-TR2) | 4 (1.2) |
Low risk (EU-TR3) | 252 (76.5) | |
Intermediate risk (EU-TR4) | 38 (11.6) | |
High risk (EU-TR5) | 24 (7.3) | |
Nonclassifiable group | 11 (3.4) | |
ACR-TIRADS | Benign (ACR-TR1) | 4 (1.2) |
Not suspicious (ACR-TR2) | 62 (18.8) | |
Mildly suspicious (ACR-TR3) | 185 (56.3) | |
Moderately suspicious (ACR-TR4) | 70 (21.3) | |
Highly Suspicious (ACR-TR5) | 8 (2.4) | |
C-TIRADS | C-TR2 | 8 (2.4) |
C-TR3 | 67 (20.4) | |
C-TR4A | 224 (68.1) | |
C-TR4B | 19 (5.8) | |
C-TR4C | 8 (2.4) | |
C-TR5 | 3 (0.9) |
FTA | FTC | p | Minimally invasive | Encapsulated angioinvasive | Widely invasive | p | ||
---|---|---|---|---|---|---|---|---|
Ultrasound-based malignancy risk stratification systems | ||||||||
ATA | Total classification | 251 | 60 | p < 0.001 | 42 | 12 | 6 | p = 0.870 |
Benign | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | |||
Very low suspicion | 52 (20.7) | 1 (1.7) | 1 (2.4) | 0 (0) | 0 (0) | |||
Low suspicion | 168 (66.9) | 45 (75.0) | 31 (73.8) | 9 (75.0) | 5 (83.3) | |||
Intermediate suspicion | 28 (11.2) | 9 (15.0) | 7 (16.7) | 1 (8.3) | 1 (16.7) | |||
High suspicion | 3 (1.2) | 5 (8.3) | 3 (7.1) | 2 (16.7) | 0 (0) | |||
AACE/ACE/AME | Total classification | 260 | 62 | p < 0.001 | 44 | 12 | 6 | p = 0.577 |
Low-risk | 10 (3.8) | 1 (1.6) | 1 (2.3) | 0 (0) | 0 (0) | |||
Intermediate-risk | 242 (93.1) | 51 (82.3) | 37 (84.1) | 9 (75.0) | 5 (83.3) | |||
High-risk | 8 (3.1) | 10 (16.1) | 6 (13.6) | 3 (25.0) | 1 (16.7) | |||
K-TIRADS | Total classification | 261 | 66 | p = 0.002 | 48 | 12 | 6 | p = 0.685 |
Benign | 8 (3.1) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | |||
Low suspicion | 212 (81.2) | 46 (69.7) | 32 (66.7) | 9 (75.0) | 5 (83.3) | |||
Intermediate suspicion | 38 (14.6) | 15 (22.7) | 13 (27.0) | 1 (8.3) | 1 (16.7) | |||
High suspicion | 3 (1.1) | 5 (7.6) | 3 (6.3) | 2 (16.7) | 0 (0) | |||
EU-TIRADS | Total classification | 256 | 62 | p < 0.001 | 46 | 10 | 6 | p = 0.686 |
Benign | 4 (1.6) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | |||
Low risk | 211 (82.4) | 41 (66.1) | 31 (67.4) | 7 (70.0) | 3 (50.0) | |||
Intermediate risk | 31 (12.1) | 7 (11.3) | 5 (10.9) | 1 (10.0) | 1 (16.7) | |||
High risk | 10 (3.9) | 14 (22.6) | 10 (21.7) | 2 (20.0) | 2 (33.3) | |||
ACR-TIRADS | Total classification | 262 | 67 | p < 0.001 | 48 | 12 | 7 | p = 0.736 |
ACR-TR1 | 4 (1.5) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | |||
ACR-TR2 | 58 (22.1) | 4 (6.0) | 4 (8.3) | 0 (0) | 0 (0) | |||
ACR-TR3 | 148 (56.6) | 37 (55.2) | 25 (52.1) | 7 (58.3) | 5 (71.4) | |||
ACR-TR4 | 49 (18.7) | 21 (31.3) | 16 (33.3) | 3 (25.0) | 2 (28.6) | |||
ACR-TR5 | 3 (1.1) | 5 (7.5) | 3 (6.3) | 2 (16.7) | 0 (0) | |||
C-TIRADS | Total classification | 262 | 67 | p < 0.001 | 48 | 12 | 7 | p = 0.075 |
C-TR2 | 8 (3.1) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | |||
C-TR3 | 61 (23.3) | 6 (9.0) | 6 (12.5) | 0 (0) | 0 (0) | |||
C-TR4A | 181 (69.1) | 43 (64.2) | 32 (66.7) | 7 (58.3) | 4 (57.1) | |||
C-TR4B | 9 (3.4) | 10 (14.9) | 6 (12.5) | 2 (16.7) | 2 (28.6) | |||
C-TR4C | 3 (1.1) | 5 (7.5) | 4 (8.3) | 1 (8.3) | 0 (0) | |||
C-TR5 | 0 (0) | 3 (4.5) | 0 (0) | 2 (16.7) | 1 (14.3) |
Performance of the stratification systems
Ultrasound-based malignancy risk stratification systems | Sensitivity(%) | Specificity(%) | PPV(%) | NPV(%) | AUC | p |
---|---|---|---|---|---|---|
ATA | 23.3 (13.4–36.0) | 87.7 (82.9–91.5) | 31.1 (20.4–44.3) | 82.7 (80.5–84.7) | 0.555 (0.498–0.611) | p = 0.062 |
AACE/ACE/AME | 98.4 (91.3–99.9) | 3.84 (1.9–7.0) | 19.6 (19.0–20.3) | 90.9 (56.6–98.7) | 0.511 (0.455–0.567) | p = 0.266 |
K-TIRADS | 30.3 (19.6–42.9) | 84.3 (79.3–88.5) | 32.7 (23.5–43.6) | 82.7 (80.2–85.0) | 0.573 (0.517–0.627) | p = 0.017a |
EU-TIRADS | 33.9 (22.3–47.0) | 84.0 (78.9–88.3) | 33.9 (24.7–44.5) | 84.0 (81.3–86.3) | 0.589 (0.533–0.644) | p = 0.006a |
ACR-TIRADS | 38.8 (27.1–51.5) | 80.2 (74.8–84.8) | 33.3 (25.4–42.4) | 83.7 (80.7–86.2) | 0.595 (0.540–0.648) | p = 0.004a |
C–TIRADS | 26.9 (16.8–39.1) | 95.4 (92.1–97.6) | 60.0 (43.2–74.7) | 83.6 (81.5–85.5) | 0.611 (0.556–0.664) | p < 0.001a |
Nodule ID | Pathological diagnosis | Ultrasound description | Maximum diameters (cm) | Unclassified by | |||||
---|---|---|---|---|---|---|---|---|---|
ATA | AACE/ACE/AME | K-TIRADS | EU-TIRADS | ACR-TIRADS | C-TIRADS | ||||
4 | FTC (minimally invasive) | Solid, hypoechoic, ill-defined margin, irregular shape, macrocalcifications | 1.7 | X | X | ||||
23 | FTC (minimally invasive) | Solid, hypoechoic, ill-defined margin, round to oval shape, peripheral halo | 2.7 | X | X | ||||
33 | FTC (minimally invasive) | Solid, isoechoic, smooth margin, round to oval shape, microcalcififications, peripheral halo | 2.7 | X | |||||
35 | FTC (minimally invasive) | Solid, isoechoic, ill-defined margin, irregular shape, peripheral calcifications, peripheral halo | 4.1 | X | |||||
36 | FTC (widely invasive) | Solid, hypoechoic, ill-defined margin, irregular shape | 4.7 | X | |||||
38 | FTC (minimally invasive) | Solid, isoechoic, ill-defined margin, round to oval shape, microcalcififications, peripheral halo | 2.9 | X | |||||
39 | FTC (widely invasive) | Composition cannot be determined because of macrocalcifications, present a suspicious cervical lymph node | Undetermined because of macrocalcifications | X | X | ||||
41 | FTC (minimally invasive) | Solid, hypoechoic, smooth margin, irregular shape, peripheral halo | 2.0 | X | |||||
42 | FTC (minimally invasive) | Solid, hyperechoic, smooth margin, round to oval shape, microcalcififications, peripheral halo | 3.0 | X | |||||
44 | FTC (widely invasive) | Solid, isoechoic, ill-defined margin, round to oval shape | 2.4 | X | |||||
46 | FTC (minimally invasive) | Solid, hypoechoic, ill-defined margin, round to oval shape, macrocalcifications, peripheral halo | 2.7 | X | X | ||||
49 | FTC (encapsulated angioinvasive) | Solid, isoechoic, ill-defined margin, round to oval shape, peripheral halo | 12.1 | X | |||||
61 | FTC (encapsulated angioinvasive) | Solid, isoechoic, ill-defined margin, round to oval shape, macrocalcifications | 5.7 | X | |||||
94 | FTC (minimally invasive) | Solid, hypoechoic, smooth margin, irregular shape | 5.7 | X | |||||
73 | FTA | Solid, isoechoic, ill-defined margin, round to oval shape, macrocalcifications | 9.0 | X | |||||
74 | FTA | Solid, isoechoic, ill-defined margin, irregular shape, microcalcififications | 2.0 | X | |||||
81 | FTA | Composition cannot be determined because of peripheral calcifications | 4.4 | X | X | X | |||
210 | FTA | Solid, hypoechoic, ill-defined margin, round to oval shape | 0.8 | X | X | ||||
223 | FTA | Mixed, isoechoic, ill-defined margin, round to oval shape, macrocalcifications, peripheral halo | 2.8 | X | |||||
241 | FTA | Solid, isoechoic, smooth margin, round to oval shape, microcalcifications, peripheral halo | 2.5 | X | |||||
254 | FTA | Solid, hypoechoic, ill-defined margin, round to oval shape | 1.1 | X | X | ||||
275 | FTA | Mixed, isoechoic, smooth margin, round to oval shape, microcalcifications | 2.9 | X | |||||
284 | FTA | Solid, hypoechoic, ill-defined margin, irregular shape | 3.5 | X | X | ||||
293 | FTA | Solid, hypoechoic, ill-defined margin, round to oval shape, peripheral calcifications | 1.1 | X | X | ||||
295 | FTA | Solid, isoechoic, ill-defined margin, round to oval shape, microcalcifications | 0.7 | X | |||||
313 | FTA | Solid, hypoechoic, ill-defined margin, round to oval shape | 1.1 | X | X | ||||
324 | FTA | Mixed, isoechoic, smooth margin, round to oval shape, microcalcifications | 4.1 | X |
Ultrasound-based malignancy risk stratification systems | Missed biopsyb | Missed biopsy (≤ 4 cm)c | Missed biopsy (2–4 cm)d | Unnecessary biopsye | Unnecessary biopsy (≤ 4 cm)f | ||
---|---|---|---|---|---|---|---|
ATA | Benign | 0/0 (0) | 0/0 (0) | 0/0 (0) | 0/0 (0) | 0/0 (0) | |
Very low suspicion | 0/1 (0) | 0/1 (0) | 0/1 (0) | 49/52 (92.3) | 24/27 (88.9) | ||
Low suspicion | 3/45 (6.7) | 3/23 (13.0) | 0/17 (0) | 161/168 (95.8) | 90/97 (92.8) | ||
Intermediate suspicion | 1/9 (11.1) | 1/4 (25.0) | 0/1 (0) | 24/28 (85.7) | 18/22 (81.8) | ||
High suspicion | 2/5 (40.0) | 2/3 (66.7) | 0/1 (0) | 3/3 (100) | 1/1 (100) | ||
Not classifiable | 6/7 (85.7)a | 6/6 (100) | 5/5 (100) | 0/11 (0) | 0/9 (0) | ||
Total | 12/67 (17.9) | 12/37 (32.4) | 5/25 (20.0) | 237/262 (90.5) | 133/156 (85.3) | ||
AACE/ACE/AME | Low | 0/1 (0) | 0/0 (0) | 0/0 (0) | 8/10 (80.0) | 6/8 (75.0) | |
Intermediate | 8/51 (15.7) | 8/28 (28.6) | 0/20 (0) | 216/242 (89.3) | 116/142 (81.7) | ||
High suspicion | 2/10 (20.0) | 2/7 (28.6) | 0/5 (0) | 7/8 (87.5) | 4/5 (80.0) | ||
Not classifiable | 5/5 (100) | 2/2 (100) | 0/0 (0) | 0/2 (0) | 0/1 (0) | ||
Total | 15/67 (22.4) | 12/37 (32.4) | 0/25 (0) | 231/262 (88.2) | 126/156 (80.8) | ||
K-TIRADS | Benign | 0/0 (0) | 0/0 (0) | 0/0 (0) | 4/8 (50.0) | 4/7 (57.1) | |
Low suspicion | 3/46 (6.5) | 3/23 (13.0) | 0/18 (0) | 205/212 (96.7) | 107/114 (93.9) | ||
Intermediate suspicion | 1/15 (6.7) | 1/11 (9.1) | 0/6 (0) | 32/38 (84.2) | 28/34 (82.4) | ||
High suspicion | 2/5 (40.0) | 2/3 (66.7) | 0/1 (0) | 3/3 (100) | 1/1 (100) | ||
Not classifiable | 0/1 (0)a | 0/0 (0) | 0/0 (0) | 0/1 (0) | 0/0 (0) | ||
Total | 6/67 (9.0) | 6/37 (16.2) | 0/25 (0) | 244/262 (93.1) | 140/156 (89.7) | ||
EU-TIRADS | Benign | 0/0 (0) | 0/0 (0) | 0/0 (0) | 0/4 (0) | 0/4 (0) | |
Low risk | 6/41 (14.6) | 6/22 (27.3) | 0/17 (0) | 195/211 (92.4) | 100/116 (86.2) | ||
Intermediate risk | 1/7 (14.3) | 1/4 (25.0) | 0/1 (0) | 26/31 (83.9) | 20/25 (80.0) | ||
High risk | 2/14 (14.3) | 2/8 (25.0) | 0/4 (0) | 9/10 (90.0) | 5/6 (83.3) | ||
Not classifiable | 5/5 (100) | 3/3 (100) | 3/3 (100) | 0/6 (0) | 0/5 (0) | ||
Total | 14/67 (20.9) | 12/37 (32.4) | 3/25 (12.0) | 230/262 (87.8) | 125/156 (80.1) | ||
ACR-TIRADS | ACR-TR1 | 0/0 (0) | 0/0 (0) | 0/0 (0) | 0/4 (0) | 0/4 (0) | |
ACR-TR2 | 4/4 (100) | 2/2 (100) | 2/2 (100) | 0/58 (0) | 0/26 (0) | ||
ACR-TR3 | 8/37 (21.6) | 8/19 (42.1) | 2/13 (15.4) | 129/148 (87.2) | 70/89 (78.7) | ||
ACR-TR4 | 1/21 (4.8) | 1/13 (7.7) | 0/9 (0) | 39/49 (79.6) | 26/36 (72.2) | ||
ACR-TR5 | 2/5 (40.0) | 2/3 (66.7) | 0/1 (0) | 3/3 (100) | 1/1 (100) | ||
Total | 15/67 (22.4) | 13/37 (35.1) | 4/25 (16.0) | 171/262 (65.3) | 97/156 (62.2) | ||
C-TIRADS | C-TR2 | 0/0 (0) | 0/0 (0) | 0/0 (0) | 0/8 (0) | 0/7 (0) | |
C-TR3 | 6/6 (100) | 4/4 (100) | 4/4 (100) | 0/61 (0) | 0/24 (0) | ||
C-TR4A | 5/43 (11.6) | 5/22 (22.7) | 0/13 (0) | 168/181 (92.8) | 103/116 (88.8) | ||
C-TR4B | 0/10 (0) | 0/6 (0) | 0/5 (0) | 8/9 (88.9) | 5/6 (83.3) | ||
C-TR4C | 2/5 (60.0) | 2/4 (50.0) | 0/2 (0) | 2/3 (66.7) | 2/3 (66.7) | ||
C-TR5 | 0/3 (0) | 0/1 (0) | 0/1 (0) | 0/0 (0) | 0/0 (0) | ||
Total | 13/67 (19.4) | 11/37 (29.7) | 4/25 (16.0) | 178/262 (67.9) | 110/156 (70.5) |
Discussion
Declarations
Guarantor
Conflict of interest
Statistics and biometry
Informed consent
Ethical approval
Methodology
-
•retrospective
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•diagnostic or prognostic study/observational
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•performed at one institution