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Liqin Zhang

First Affiliated Hospital of Jinan University

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AUG 16, 2026 · JOURNAL ARTICLE

Metabolic hyperferritinaemia (MHF) in bariatric surgery candidates: prevalence and cross-sectional associations with liver function and metabolic markers

Scientific Reports

Cross-sectional observational study describing prevalence and associations in a bariatric surgery population; no intervention, control arm, or causal inference; hypothesis-generating for iron regulation as a therapeutic target.

PreliminaryHuajiang Liu Hemoglobinopathies and Related Disorders Songhao Hu

Reported

Overall MHF prevalence18.51%

MHF prevalence in males32.67%

MHF prevalence in females10.54%

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