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Updated: Jun 14, 2026

Quantitating Iron Transport Across the Mouse Placenta In Vivo Using Nonradioactive Iron Isotopes
Published on: May 10, 2022
Transferrin Saturation and Serum Ferritin Are Main Predictors of Liver Iron Content in Subjects With
Giulia Risca1, Sara Pelucchi2, Raffaella Mariani3
1Bicocca Bioinformatics Biostatistics and Bioimaging B4 Center, School of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy.
Background & Aims:
Hyperferritinemia is widespread and is caused by or associated with a variety of diseases requiring complex diagnostic workup. Magnetic resonance imaging-based liver iron quantification (LICMRI) can differentiate subjects with iron overload requiring treatment but is still limited to specialized centers and costly. We aimed to determine whether parameters belonging to the diagnostic setting of hyperferritinemia could lead to a more selective use of LICMRI.
Methods:
We enrolled a cohort of 570 subjects with hyperferritinemia from a tertiary hospital center. They underwent full clinical and laboratory evaluation, and LICMRI. We applied a partitioning tree to explore which features were relevant in classifying LICMRIseverity from grade 1 to 3.
Results:
A total of 66.1% had LICMRI≤3 mg/g (grade 1), while 11.2% had LICMRI above 7 mg/g (grade 3). The partitioning tree model showed a global accuracy of 78% (95% confidence interval, 74%-81%) in predicting the severity of LICMRI in the entire series. Sensitivity and specificity were high to distinguish patients with grade 1 from those with grade 3 but not from patients with grade 2. Focusing on the LICMRI threshold of 7 mg/g, we found that transferrin saturation (TSAT) ≥60% and TSAT <60% with serum ferritin ≥963 μg/L correctly classified 61 (95.3%) subjects with grade 3 LICMRI to class 3. Based on these cutoffs, 193 subjects with LICMRI grade 1 and 2 were also selected for LICMRI assessment, while 316 patients (55.4%) would be addressed to follow-up.
Conclusions:
TSAT and serum ferritin allow us to identify more than 95% of patients with a LICMRI grade 3 and reduce MRI requirements by more than 50%.
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