Abstract:[Objective] To investigate the clinical diagnostic value of lumbar bone marrow fat fraction (FF) measured by MRI IDEALIQsequence for osteoporosis (OP), and to search the correlation between FF and bone mineral density, or bone metabolism markers. [Meth-ods] From January 2022 to February 2023, 91 inpatients or outpatients of the Orthopedic Department of our hospital were enrolled in thisstudy. Dual-energy X-ray bone mineral density (BMD) examination, lumbar routine MRI sequence and IDEAL-IQ sequence scanning, andblood bone metabolism markers detection were performed. The patients were divided into three groups according to the T value measured byBMD, 15 patients fall in the normal group, 33 patients were in osteomalacia group and 43 patients were in the OP group. The detection re-sults among the three groups were compared, the correlation between FF and related parameters was analyzed, and the efficiency of theabove detections in diagnosing OP was analyzed by ROC. [Results] The BMD [(1.1±0.1) g/cm2 vs (0.9±0.1) g/cm2 vs (0.7±0.1) g/cm2, P<0.001], FF [(82.9±10.2)% vs (75.0±6.8)% vs (75.8±9.2)%, P<0.05], β-CTX [(345.7±113.0) ng/ml vs (547.7±236.7) ng/ml vs (617.5±165.3)ng/ml, P<0.05] were significantly different among the normal group, osteomalacia group and OP group, despite insignificant difference inP1NP among the three groups (P>0.05). In term of correlation analysis, the FF value was significantly negatively correlated with BMD (r=-0.396, P<0.05), whereas significantly positively correlated with β-CTX (r=0.238, P<0.05), and had no significant correlation with P1NP (r=0.081, P>0.05). In term of ROC analysis, the area under cure (AUC) was ranked up-down as FF (0.786) > β-CTX (0.652) > P1NP (0.622) >BMD (0.033). When the diagnostic threshold of FF was of 78.0%, its specificity was of 67.8% and sensitivity of 86.0%. [Conclusion] TheFF value of MRI IDEAL-IQ sequence is significantly negatively correlated with BMD, while significantly positively correlated with β-CTX,can provide valuable information for the clinical diagnosis of osteoporosis.