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Iron Quantification Using Spectral CT-Based Material Decomposition Technique for Noninvasive Hepatic Fibrosis Staging: An Experimental Study
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作者:

Wang, Lu
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Baotou Med Coll, Dept Radiol, Affiliated Hosp 2, Baotou, Peoples R China Baotou Med Coll, Dept Radiol, Affiliated Hosp 2, Baotou, Peoples R China

Zhao, Ying
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Baotou Med Coll, Dept Radiol, Affiliated Hosp 2, Baotou, Peoples R China Baotou Med Coll, Dept Radiol, Affiliated Hosp 2, Baotou, Peoples R China

Duan, Bo
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Baotou Med Coll, Dept Radiol, Affiliated Hosp 2, Baotou, Peoples R China Baotou Med Coll, Dept Radiol, Affiliated Hosp 2, Baotou, Peoples R China

Wang, Yingli
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Baotou City Ctr Dis Control & Prevent, Dept Data Stat, Baotou, Peoples R China Baotou Med Coll, Dept Radiol, Affiliated Hosp 2, Baotou, Peoples R China

Yang, Li
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Baotou Med Coll, Dept Pathol, Affiliated Hosp 2, Baotou, Peoples R China Baotou Med Coll, Dept Radiol, Affiliated Hosp 2, Baotou, Peoples R China

Li, Hongliang
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Baotou Med Coll, Dept Radiol, Affiliated Hosp 2, Baotou, Peoples R China Baotou Med Coll, Dept Radiol, Affiliated Hosp 2, Baotou, Peoples R China

Shi, Mengwei
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Inner Mongolia Univ Sci & Technol, Affiliated Hosp 2, BaoTou Med Coll, Digest Minimally Invas Ctr, Baotou, Peoples R China Baotou Med Coll, Dept Radiol, Affiliated Hosp 2, Baotou, Peoples R China

Zhang, Ruibo
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Baotou Med Coll, Dept Radiol, Affiliated Hosp 2, Baotou, Peoples R China Baotou Med Coll, Dept Radiol, Affiliated Hosp 2, Baotou, Peoples R China

Li, Yueyang
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Baotou Med Coll, Dept Anesthesiol, Affiliated Hosp 2, Baotou, Peoples R China Baotou Med Coll, Dept Radiol, Affiliated Hosp 2, Baotou, Peoples R China

Miao, Runyu
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Baotou Med Coll, Dept Radiol, Affiliated Hosp 2, Baotou, Peoples R China Baotou Med Coll, Dept Radiol, Affiliated Hosp 2, Baotou, Peoples R China

Han, Yanling
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Baotou Med Coll, Dept Pathol, Affiliated Hosp 2, Baotou, Peoples R China Baotou Med Coll, Dept Radiol, Affiliated Hosp 2, Baotou, Peoples R China

Li, Gang
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Baotou Med Coll, Dept Ultrasound, Affiliated Hosp 2, Baotou, Peoples R China Baotou Med Coll, Dept Radiol, Affiliated Hosp 2, Baotou, Peoples R China

Zhang, Huarui
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Baotou Med Coll, Dept Radiol, Affiliated Hosp 2, Baotou, Peoples R China Baotou Med Coll, Dept Radiol, Affiliated Hosp 2, Baotou, Peoples R China

Liu, Ailian
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机构:
Dalian Med Univ, Dept Radiol, Affiliated Hosp 1, Dalian, Peoples R China Baotou Med Coll, Dept Radiol, Affiliated Hosp 2, Baotou, Peoples R China

Ji, Qingyu
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机构:
Baotou Med Coll, Dept Radiol, Affiliated Hosp 2, Baotou, Peoples R China
Dalian Med Univ, Dept Radiol, Affiliated Hosp 1, Dalian, Peoples R China Baotou Med Coll, Dept Radiol, Affiliated Hosp 2, Baotou, Peoples R China
机构:
[1] Baotou Med Coll, Dept Radiol, Affiliated Hosp 2, Baotou, Peoples R China
[2] Baotou City Ctr Dis Control & Prevent, Dept Data Stat, Baotou, Peoples R China
[3] Baotou Med Coll, Dept Pathol, Affiliated Hosp 2, Baotou, Peoples R China
[4] Inner Mongolia Univ Sci & Technol, Affiliated Hosp 2, BaoTou Med Coll, Digest Minimally Invas Ctr, Baotou, Peoples R China
[5] Baotou Med Coll, Dept Anesthesiol, Affiliated Hosp 2, Baotou, Peoples R China
[6] Baotou Med Coll, Dept Ultrasound, Affiliated Hosp 2, Baotou, Peoples R China
[7] Dalian Med Univ, Dept Radiol, Affiliated Hosp 1, Dalian, Peoples R China
关键词:
hepatic fibrosis;
imaging biomarkers;
iron content;
material decomposition;
spectral CT;
DUAL-ENERGY CT;
LIVER FIBROSIS;
OVERLOAD;
ELASTOGRAPHY;
DEPOSITION;
STIFFNESS;
D O I:
10.1111/jgh.17031
中图分类号:
R57 [消化系及腹部疾病];
学科分类号:
摘要:
Background: Accurate staging is crucial for effective treatment of hepatic fibrosis (HF). This study evaluates whether spectral CT-derived liver iron concentration (LIC) quantification correlates with HF stages and validates its efficacy in diagnostic staging. Methods: One hundred seventy-five New Zealand white rabbits were included in the prospective study (35 normal controls; 140 HF models). Rabbits underwent spectral CT scans before modeling and at 4, 6, 8, 10, and 12 weeks. HF was staged by METAVIR system. Using iodine and water as reference materials paired with iron, the original LIC and the normalized LIC (NIC = LIC/aortic-iron) were measured. The material decomposition (MD) technique of spectral CT was used to quantify LIC and evaluate the correlation between HF stage and LIC. ANOVA, chi-square, and ROC were employed using SPSS, Python, and MedCalc. Results: One hundred fifty rabbits (30-per-stage, F0-F4) were selected. LICiron(iodine) and NICiron(iodine) in the noncontrast (NC) phase, and LICiron(water) and NICiron(water) in arterial phases (AP), increased with HF progression (p < 0.05) consistent with pathological results. Multiple LIC parameters exhibited significant differences in 126 comparisons (p < 0.05). ROC showed excellent diagnostic performance of NICiron(water)-AP across HF stages (AUC: 0.884-1.000), especially in distinguishing F1 from F0, F2, F3, and F4 (AUC: 0.979, 0.979, 0.918, 0.934). NICiron(iodine)-NC exhibited moderate efficacy in F0 versus F1 (AUC = 0.767) but high in other stages (AUC: 0.826-0.994). A multiparameter model achieved a macro-AUC of 0.9917. Conclusion: Spectral CT-based liver iron concentration quantification demonstrates a strong correlation with HF stages, providing precise HF staging and excellent diagnostic performance.
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