Knee Muscles Composition Using Electrical Impedance Myography and Magnetic Resonance Imaging.
Domenico AlbanoSalvatore GittoJacopo Antonino VitaleSusan BernareggiSveva LamorteAlberto AliprandiLuca Maria SconfienzaCarmelo MessinaPublished in: Diagnostics (Basel, Switzerland) (2022)
We evaluated the correlation of electrical impedance myography (EIM) measurements of knee muscles composition using Skulpt Chisel TM with MRI data retrieved from muscles segmentation. A total of 140 patients (71 females, 52 ± 21 years) underwent knee MRI, EIM with Skulpt ® , and clinical evaluation (SARC-F questionnaire). MRIs were reviewed to assess the cross-sectional area (CSA) and skeletal muscle index (SMI = CSA/height 2 ) of vastus medialis, vastus lateralis, biceps, semimembranosus, and sartorius. We tested the correlations of EIM-derived parameters [body fat-percentage (BF%) and muscle quality] with total CSA, CSA of each muscle, SMI, and SARC-F scores (0-10) using Pearson correlation coefficient. We found medium negative correlation of BF% with SMI (r = -0.430, p < 0.001) and total CSA (r = -0.445, p < 0.001), particularly with biceps (r = -0.479, p < 0.001), sartorius (r = -0.440, p < 0.001), and semimembranosus (r = -0.357, p < 0.001). EIM-derived muscle quality showed small-to-medium positive correlation with MRI measurements, ranging from r = 0.234 of biceps ( p = 0.006) to r = 0.302 of total CSA ( p < 0.001), except for vastus lateralis (r = 0.014, p = 0.873). SARC-F scores showed small correlations with EIM and MRI data, ranging from r = -0.132 ( p = 0.121) with EIM muscle quality to r = -0.288 ( p = 0.001) with CSA of vastus medialis. Hence, we observed small-to-medium correlations of muscle parameters derived from Skulpt Chisel TM with SARC-F scores and MRI parameters. We recommend using Skulpt Chisel TM with caution for assessing knee skeletal muscles composition.
Keyphrases
- skeletal muscle
- magnetic resonance imaging
- contrast enhanced
- diffusion weighted imaging
- total knee arthroplasty
- cross sectional
- knee osteoarthritis
- computed tomography
- clinical evaluation
- end stage renal disease
- insulin resistance
- magnetic resonance
- newly diagnosed
- electronic health record
- chronic kidney disease
- anterior cruciate ligament reconstruction
- quality improvement
- rotator cuff
- peritoneal dialysis
- convolutional neural network
- data analysis