1Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
2Department of Surgery, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
3Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
Copyright © 2023 by the Korean Cancer Association
This is an Open-Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
Ethical Statement
The Institutional Review Board of Yonsei University College of Medicine approved this study (registration number: 4-2022-1090) which involved a retrospective review of medical records and images in a prospectively recruited patient cohort. This study population is part of a prospective registry (ClinicalTrials.gov identifier: NCT03892681) in our institution. Under the prospective study protocol, all patients provided written informed consent. All work was conducted according to the 1964 Declaration of Helsinki.
Author Contributions
Conceived and designed the analysis: Yoon JK, Lee S, Kim MJ.
Collected the data: Yoon JK, Han DH, Lee S, Choi JY, Choi GH, Kim DY, Kim MJ.
Contributed data or analysis tools: Yoon JK, Lee S.
Performed the analysis: Yoon JK, Lee S.
Wrote the paper: Yoon JK, Lee S.
Interpretation and review and comment: Yoon JK, Han DH, Lee S, Choi JY, Choi GH, Kim DY, Kim MJ.
Conflicts of Interest
This study was financially supported by Bayer. The funders had no role in the process of study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Categorization of KLCA-NCC 2022a) | ECA-MRI | HBA-MRI | p-valueb) | ||
---|---|---|---|---|---|
|
|
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No. | % (95% CI) | No. | % (95% CI) | ||
“Definite” HCC | |||||
|
|||||
All lesions (n=118) | |||||
|
|||||
Sensitivity | 54/93 | 58.1 (47.8–67.6) | 73/93 | 78.5 (69.0–85.7) | < 0.001 |
|
|||||
Specificity | 23/25 | 92.0 (73.1–98.0) | 23/25 | 92.0 (73.1–98.0) | > 0.999 |
|
|||||
PPV | - | 96.4 (87.6–99.0) | - | 97.3 (90.6–99.3) | - |
|
|||||
NPV | - | 37.1 (31.1–43.5) | - | 53.5 (43.4–63.3) | - |
|
|||||
Lesions 10–19 mm (n=53) | |||||
|
|||||
Sensitivity | 12/33 | 36.4 (21.9–53.7) | 24/33 | 72.7 (53.5–83.4) | 0.005 |
|
|||||
Specificity | 19/20 | 95.0 (71.1–99.3) | 19/20 | 95.0 (71.8–99.3) | > 0.999 |
|
|||||
PPV | - | 92.3 (62.8–98.8) | - | 96.0 (77.8–99.4) | - |
|
|||||
NPV | - | 47.5 (40.7–54.4) | - | 67.9 (54.5–78.8) | - |
|
|||||
Lesions ≥ 20 mm (n=65) | |||||
|
|||||
Sensitivity | 42/60 | 70.0 (57.3–80.2) | 49/60 | 81.7 (69.8–89.5) | 0.020 |
|
|||||
Specificity | 4/5 | 80.0 (30.9–97.3) | 4/5 | 80.0 (30.9–97.3) | > 0.999 |
|
|||||
PPV | - | 97.7 (87.8–99.6) | - | 98.0 (89.4–99.6) | - |
|
|||||
NPV | - | 18.2 (11.0–28.5) | - | 26.7 (15.4–42.0) | - |
CI, confidence interval; ECA-MRI, magnetic resonance imaging with an extracellular agent; HBA-MRI, magnetic resonance imaging with a hepatobiliary agent; HCC, hepatocellular carcinoma; KLCA-NCC, Korean Liver Cancer Association-National Cancer Center; NPV, negative predictive value; PPV, positive predictive value.
a) Consensus data by the two readers were used,
b) McNemar’s test was used.
Categorization of KLCA-NCC 2022a) |
ECA-MRI |
HBA-MRI |
p-valueb) | ||
---|---|---|---|---|---|
No. | % (95% CI) | No. | % (95% CI) | ||
“Probable” or “definite” HCC | |||||
All lesions (n=118) | |||||
Sensitivity | 79/93 | 84.9 (76.2–90.9) | 79/93 | 84.9 (76.2–90.9) | > 0.999 |
Specificity | 21/25 | 84.0 (64.3–93.9) | 21/25 | 84.0 (64.3–93.9) | > 0.999 |
PPV | - | 95.2 (88.9–98.0) | - | 95.2 (88.9–98.0) - | |
NPV | - | 60.0 (47.3–71.5) | - | 60.0 (47.3–71.5) - | |
Lesions 10–19 mm (n=53) | |||||
Sensitivity | 28/33 | 84.8 (68.4–93.5) | 28/33 | 84.8 (68.4–93.5) | > 0.999 |
Specificity | 17/20 | 85.0 (62.4–95.1) | 17/20 | 85.0 (62.4–95.1) | > 0.999 |
PPV | - | 90.3 (76.5–96.4) | - | 90.3 (76.5–96.4) | - |
NPV | - | 77.3 (59.8–88.6) | - | 77.3 (59.8–88.6) | - |
Lesions ≥ 20 mm (n=65) | |||||
Sensitivity | 51/60 | 85.0 (73.6–92.0) | 51/60 | 85.0 (73.6–92.0) | > 0.999 |
Specificity | 4/5 | 80.0 (30.9–97.3) | 4/5 | 80.0 (30.9–97.3) | > 0.999 |
PPV | - | 98.1 (98.8–99.7) | - | 98.1 (98.8–99.7) | - |
NPV | - | 30.8 (17.4–48.4) | - | 30.8 (17.4–48.4) | - |
CI, confidence interval; ECA-MRI, magnetic resonance imaging with an extracellular agent; HBA-MRI, magnetic resonance imaging with a hepatobiliary agent; HCC, hepatocellular carcinoma; KLCA-NCC, Korean Liver Cancer Association-National Cancer Center; NPV, negative predictive value; PPV, positive predictive value.
a) Consensus data by the two readers were used,
b) McNemar’s test was used.
HCC (n=93) | ECA-MRI | HBA-MRI | p-value |
---|---|---|---|
All lesions (n=93) | |||
APHE | 78 (83.9) | 74 (79.6) | 0.219 |
Washouta) | 67 (72.0) | 92 (98.9) | < 0.001 |
Lesions 10–19 mm (n=33) | |||
APHE | 28 (84.8) | 23 (69.7) | 0.063 |
Washouta) | 16 (48.5) | 33 (100) | < 0.001 |
Lesions ≥ 20 mm (n=60) | |||
APHE | 50 (83.3) | 51 (85.0) | > 0.999 |
Washouta) | 51 (85.0) | 59 (98.3) | 0.008 |
Values are presented as number (%). APHE, arterial phase hyperenhancement; ECA-MRI, magnetic resonance imaging with an extracellular agent; HBA-MRI, magnetic resonance imaging with a hepatobiliary agent; HCC, hepatocellular carcinoma.
a) Washout on portal venous, delayed, and hepatobiliary phases (for HBA-MRI).
Baseline demographics of included patients and lesions
Characteristic | No. (%) |
---|---|
Sex | 91 |
Male | 76 (83.5) |
Female | 15 (16.5) |
Age (yr), mean±SD | 58.1±10.6 |
Etiology of liver disease | |
Hepatitis B | 74 (81.3) |
Hepatitis C | 4 (4.4) |
Alcoholic | 3 (3.3) |
Others | 10 (11.0) |
Liver cirrhosis | 40 (44.0) |
MELD score, median (IQR) | 7 (6–8) |
Lesions | 118 |
Size (mm)a) | 25.6±15.9 |
Final diagnosis | |
HCC | 93 (78.8) |
Non-HCC malignancy | |
cHCC-CCA | 3 (2.5) |
Intrahepatic cholangiocarcinoma | 1 (0.9) |
Benign lesion | |
Hemangioma | 9 (7.6) |
Regenerative nodule or dysplastic nodule | 12 (10.2) |
Values are presented as number (%) unless otherwise specified. cHCC-CCA, combined hepatocellular-cholangiocarcinoma; HCC, hepatocellular carcinoma; IQR, interquartile range; MELD, Model of End-Stage Liver Disease; SD, standard deviation.
Categorization of lesions according to KLCA-NCC 2022 on ECA-MRI and HBA-MRI
Categorization according to KLCA-NCC 2022 | ECA-MRI | HBA-MRI |
---|---|---|
Benign category | 9 (7.6) | 9 (7.6) |
“Indeterminate” nodule | 12 (10.2) | 14 (11.9) |
“Probable” HCC | 27 (22.9) | 7 (5.9) |
“Definite” HCC | 56 (47.4) | 75 (63.6) |
Targetoid appearance | 14 (11.9) | 13 (11.0) |
Values are presented as number (%). ECA-MRI, magnetic resonance imaging with an extracellular agent; HBA-MRI, magnetic resonance imaging with a hepatobiliary agent; HCC, hepatocellular carcinoma; KLCA-NCC, Korean Liver Cancer Association–National Cancer Center.
Diagnostic performances of “definite” HCC category based on the KLCA-NCC 2022 criteria
Categorization of KLCA-NCC 2022 |
ECA-MRI | HBA-MRI | p-value | ||
---|---|---|---|---|---|
|
| ||||
No. | % (95% CI) | No. | % (95% CI) | ||
“Definite” HCC | |||||
| |||||
All lesions (n=118) | |||||
| |||||
Sensitivity | 54/93 | 58.1 (47.8–67.6) | 73/93 | 78.5 (69.0–85.7) | < 0.001 |
| |||||
Specificity | 23/25 | 92.0 (73.1–98.0) | 23/25 | 92.0 (73.1–98.0) | > 0.999 |
| |||||
PPV | - | 96.4 (87.6–99.0) | - | 97.3 (90.6–99.3) | - |
| |||||
NPV | - | 37.1 (31.1–43.5) | - | 53.5 (43.4–63.3) | - |
| |||||
Lesions 10–19 mm (n=53) | |||||
| |||||
Sensitivity | 12/33 | 36.4 (21.9–53.7) | 24/33 | 72.7 (53.5–83.4) | 0.005 |
| |||||
Specificity | 19/20 | 95.0 (71.1–99.3) | 19/20 | 95.0 (71.8–99.3) | > 0.999 |
| |||||
PPV | - | 92.3 (62.8–98.8) | - | 96.0 (77.8–99.4) | - |
| |||||
NPV | - | 47.5 (40.7–54.4) | - | 67.9 (54.5–78.8) | - |
| |||||
Lesions ≥ 20 mm (n=65) | |||||
| |||||
Sensitivity | 42/60 | 70.0 (57.3–80.2) | 49/60 | 81.7 (69.8–89.5) | 0.020 |
| |||||
Specificity | 4/5 | 80.0 (30.9–97.3) | 4/5 | 80.0 (30.9–97.3) | > 0.999 |
| |||||
PPV | - | 97.7 (87.8–99.6) | - | 98.0 (89.4–99.6) | - |
| |||||
NPV | - | 18.2 (11.0–28.5) | - | 26.7 (15.4–42.0) | - |
CI, confidence interval; ECA-MRI, magnetic resonance imaging with an extracellular agent; HBA-MRI, magnetic resonance imaging with a hepatobiliary agent; HCC, hepatocellular carcinoma; KLCA-NCC, Korean Liver Cancer Association-National Cancer Center; NPV, negative predictive value; PPV, positive predictive value.
a)Consensus data by the two readers were used,
b)McNemar’s test was used.
Diagnostic performances of “probable” or “definite” HCC categories based on the KLCA-NCC 2022 criteria
Categorization of KLCA-NCC 2022 |
ECA-MRI |
HBA-MRI |
p-value | ||
---|---|---|---|---|---|
No. | % (95% CI) | No. | % (95% CI) | ||
“Probable” or “definite” HCC | |||||
All lesions (n=118) | |||||
Sensitivity | 79/93 | 84.9 (76.2–90.9) | 79/93 | 84.9 (76.2–90.9) | > 0.999 |
Specificity | 21/25 | 84.0 (64.3–93.9) | 21/25 | 84.0 (64.3–93.9) | > 0.999 |
PPV | - | 95.2 (88.9–98.0) | - | 95.2 (88.9–98.0) - | |
NPV | - | 60.0 (47.3–71.5) | - | 60.0 (47.3–71.5) - | |
Lesions 10–19 mm (n=53) | |||||
Sensitivity | 28/33 | 84.8 (68.4–93.5) | 28/33 | 84.8 (68.4–93.5) | > 0.999 |
Specificity | 17/20 | 85.0 (62.4–95.1) | 17/20 | 85.0 (62.4–95.1) | > 0.999 |
PPV | - | 90.3 (76.5–96.4) | - | 90.3 (76.5–96.4) | - |
NPV | - | 77.3 (59.8–88.6) | - | 77.3 (59.8–88.6) | - |
Lesions ≥ 20 mm (n=65) | |||||
Sensitivity | 51/60 | 85.0 (73.6–92.0) | 51/60 | 85.0 (73.6–92.0) | > 0.999 |
Specificity | 4/5 | 80.0 (30.9–97.3) | 4/5 | 80.0 (30.9–97.3) | > 0.999 |
PPV | - | 98.1 (98.8–99.7) | - | 98.1 (98.8–99.7) | - |
NPV | - | 30.8 (17.4–48.4) | - | 30.8 (17.4–48.4) | - |
CI, confidence interval; ECA-MRI, magnetic resonance imaging with an extracellular agent; HBA-MRI, magnetic resonance imaging with a hepatobiliary agent; HCC, hepatocellular carcinoma; KLCA-NCC, Korean Liver Cancer Association-National Cancer Center; NPV, negative predictive value; PPV, positive predictive value.
a)Consensus data by the two readers were used,
b)McNemar’s test was used.
Comparison of radiologic hallmarks on ECA-MRI and HBA-MRI
HCC (n=93) | ECA-MRI | HBA-MRI | p-value |
---|---|---|---|
All lesions (n=93) | |||
APHE | 78 (83.9) | 74 (79.6) | 0.219 |
Washout |
67 (72.0) | 92 (98.9) | < 0.001 |
Lesions 10–19 mm (n=33) | |||
APHE | 28 (84.8) | 23 (69.7) | 0.063 |
Washout |
16 (48.5) | 33 (100) | < 0.001 |
Lesions ≥ 20 mm (n=60) | |||
APHE | 50 (83.3) | 51 (85.0) | > 0.999 |
Washout |
51 (85.0) | 59 (98.3) | 0.008 |
Values are presented as number (%). APHE, arterial phase hyperenhancement; ECA-MRI, magnetic resonance imaging with an extracellular agent; HBA-MRI, magnetic resonance imaging with a hepatobiliary agent; HCC, hepatocellular carcinoma.
a)Washout on portal venous, delayed, and hepatobiliary phases (for HBA-MRI).
Values are presented as number (%) unless otherwise specified. cHCC-CCA, combined hepatocellular-cholangiocarcinoma; HCC, hepatocellular carcinoma; IQR, interquartile range; MELD, Model of End-Stage Liver Disease; SD, standard deviation.
Values are presented as number (%). ECA-MRI, magnetic resonance imaging with an extracellular agent; HBA-MRI, magnetic resonance imaging with a hepatobiliary agent; HCC, hepatocellular carcinoma; KLCA-NCC, Korean Liver Cancer Association–National Cancer Center.
CI, confidence interval; ECA-MRI, magnetic resonance imaging with an extracellular agent; HBA-MRI, magnetic resonance imaging with a hepatobiliary agent; HCC, hepatocellular carcinoma; KLCA-NCC, Korean Liver Cancer Association-National Cancer Center; NPV, negative predictive value; PPV, positive predictive value. Consensus data by the two readers were used, McNemar’s test was used.
CI, confidence interval; ECA-MRI, magnetic resonance imaging with an extracellular agent; HBA-MRI, magnetic resonance imaging with a hepatobiliary agent; HCC, hepatocellular carcinoma; KLCA-NCC, Korean Liver Cancer Association-National Cancer Center; NPV, negative predictive value; PPV, positive predictive value. Consensus data by the two readers were used, McNemar’s test was used.
Values are presented as number (%). APHE, arterial phase hyperenhancement; ECA-MRI, magnetic resonance imaging with an extracellular agent; HBA-MRI, magnetic resonance imaging with a hepatobiliary agent; HCC, hepatocellular carcinoma. Washout on portal venous, delayed, and hepatobiliary phases (for HBA-MRI).