A Novel Diagnostic Algorithm for Subcentimeter Hepatocellular Carcinoma Utilizing Gd-EOB-DTPA-Enhanced MRI: Multicenter Development and Validation.
1/5 보강
PICO 자동 추출 (휴리스틱, conf 2/4)
유사 논문P · Population 대상 환자/모집단
419 patients with focal liver nodules ≤ 1.
I · Intervention 중재 / 시술
추출되지 않음
C · Comparison 대조 / 비교
추출되지 않음
O · Outcome 결과 / 결론
[CONCLUSION] This algorithm reduces dependency on APHE, integrates high-yield MRI features, and streamlines protocols. Its high accuracy across multicenter cohorts supports immediate clinical translation for early HCC detection.
[OBJECTIVES] To develop and validate a novel decision-tree algorithm using Gd-EOB-DTPA-enhanced MRI for diagnosing subcentimeter hepatocellular carcinoma (scHCC ≤1.0 cm), addressing limitations of cur
- 표본수 (n) 225
- p-value P < 0.001
- p-value P = 0.002
- Sensitivity 92.9%
- Specificity 94.7%
APA
Zhang J, Lu Z, et al. (2025). A Novel Diagnostic Algorithm for Subcentimeter Hepatocellular Carcinoma Utilizing Gd-EOB-DTPA-Enhanced MRI: Multicenter Development and Validation.. Academic radiology, 32(12), 7071-7081. https://doi.org/10.1016/j.acra.2025.09.006
MLA
Zhang J, et al.. "A Novel Diagnostic Algorithm for Subcentimeter Hepatocellular Carcinoma Utilizing Gd-EOB-DTPA-Enhanced MRI: Multicenter Development and Validation.." Academic radiology, vol. 32, no. 12, 2025, pp. 7071-7081.
PMID
41006083 ↗
Abstract 한글 요약
[OBJECTIVES] To develop and validate a novel decision-tree algorithm using Gd-EOB-DTPA-enhanced MRI for diagnosing subcentimeter hepatocellular carcinoma (scHCC ≤1.0 cm), addressing limitations of current guidelines in detecting lesions lacking arterial phase hyperenhancement (APHE).
[METHODS] This multicenter retrospective diagnostic accuracy study analyzed 419 patients with focal liver nodules ≤ 1.0 cm, utilizing training set (n=225) and internal test set (n=96) from a single center, and an external validation set (n=98) from two independent centers. Multivariable logistic regression and classification and regression tree (CART) modeling integrated four MRI features: restricted diffusion, non-rim APHE, transitional phase hypointensity, and mild-moderate T2WI hyperintensity. Performance was compared to LI-RADS LR-4, modified LR-4, and Japan Society of Hepatology (JSH) criteria.
[RESULTS] A total of 419 patients (mean age 53±12 years, 333 men) were analyzed. The algorithm achieved: Training set: Sensitivity 92.9% (104/112), specificity 94.7% (107/113), accuracy 93.8%. Internal test set: Sensitivity 90.0% (36/40), specificity 91.1% (51/56), accuracy 90.6%. External validation: Sensitivity 93.3% (40/43), specificity 89.1% (49/55), accuracy 90.8%. It significantly outperformed existing criteria (P < 0.001 vs. LR-4; P = 0.002 vs. modified LR-4; P = 0.005 vs. JSH). A critical finding was that 20%-23.3% of scHCCs demonstrated the absence of APHE, yet these cases achieved diagnostic accuracy rates of 80.0%-87.5%.
[CONCLUSION] This algorithm reduces dependency on APHE, integrates high-yield MRI features, and streamlines protocols. Its high accuracy across multicenter cohorts supports immediate clinical translation for early HCC detection.
[METHODS] This multicenter retrospective diagnostic accuracy study analyzed 419 patients with focal liver nodules ≤ 1.0 cm, utilizing training set (n=225) and internal test set (n=96) from a single center, and an external validation set (n=98) from two independent centers. Multivariable logistic regression and classification and regression tree (CART) modeling integrated four MRI features: restricted diffusion, non-rim APHE, transitional phase hypointensity, and mild-moderate T2WI hyperintensity. Performance was compared to LI-RADS LR-4, modified LR-4, and Japan Society of Hepatology (JSH) criteria.
[RESULTS] A total of 419 patients (mean age 53±12 years, 333 men) were analyzed. The algorithm achieved: Training set: Sensitivity 92.9% (104/112), specificity 94.7% (107/113), accuracy 93.8%. Internal test set: Sensitivity 90.0% (36/40), specificity 91.1% (51/56), accuracy 90.6%. External validation: Sensitivity 93.3% (40/43), specificity 89.1% (49/55), accuracy 90.8%. It significantly outperformed existing criteria (P < 0.001 vs. LR-4; P = 0.002 vs. modified LR-4; P = 0.005 vs. JSH). A critical finding was that 20%-23.3% of scHCCs demonstrated the absence of APHE, yet these cases achieved diagnostic accuracy rates of 80.0%-87.5%.
[CONCLUSION] This algorithm reduces dependency on APHE, integrates high-yield MRI features, and streamlines protocols. Its high accuracy across multicenter cohorts supports immediate clinical translation for early HCC detection.
🏷️ 키워드 / MeSH 📖 같은 키워드 OA만
- Humans
- Carcinoma
- Hepatocellular
- Liver Neoplasms
- Male
- Female
- Middle Aged
- Gadolinium DTPA
- Algorithms
- Magnetic Resonance Imaging
- Contrast Media
- Sensitivity and Specificity
- Retrospective Studies
- Reproducibility of Results
- Aged
- Adult
- Image Enhancement
- Diagnostic algorithm
- Early diagnosis
- Hepatocellular carcinoma
- Magnetic resonance imaging
- Subcentimeter
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