Citation | Reliability | MRI sequence | Slice selection | Muscle of interest | ROI selection | Fat detection | Measure |
---|---|---|---|---|---|---|---|
Andersen et al., 2004 [7] | Not reported | 1T; T1-weighted spin echo; 4 mm slice thickness; slice interval 10 mm | All slices, the first section being randomly placed within the first interslice 10-mm interval | All, as a single group | Semi-automated user set pixel intensity threshold, stereological point-counting method | N/A | Muscle volume (expressed as a percentage of the value of the matched control participant) |
Andreassen et al., 2009 [8] | Not reported | 1.5T; T1-weighted fast spin echo; 4 mm slice thickness | All slices | All, as a single group | Semi-automated user set pixel intensity threshold, stereological point-counting method | N/A | Muscle volume (cm3) |
Brash et al., 1999 [9] | Not reported | 0.5T; T1-weighted gradient-echo and T2-weighted spin echo | Sagittal section through first metatarsal head | Muscle tissue under the first metatarsal head | Not described | N/A | Percentage of CSA that was magnetization transfer active |
Bus et al., 2002 [12] | Not reported | 3T; T2-weighted fast spin echo; 3 mm slice thickness; 0.15 mm interslice gap; acquisition time 30 min | 2 datasets collected in frontal plane; 1st dataset 40–46 slices from mid-tarsal joint proximally & distal IP of 2nd toe distally; 2nd dataset 6 slices from distal metatarsal region; one slice through head 5th metatarsal selected for quantitative analysis | All, as a single group | Semi-automated signal intensity levels using CCHIPS software, verified by visual inspection | N/A | Muscle CSA (expressed as a percentage of total foot CSA) |
Bus et al., 2006 [10] | Intra-rater reliability; 4 weeks between measures; weighted kappa = 0.94 | 1.5T; T1-weighted spin echo; slice thickness 3 mm; 0.9 mm interslice gap | Sagittal plane images oriented parallel to long axis 2nd metatarsal and perpendicular to sole of the foot − 19 slices acquired between 1st and 5th metatarsal heads; coronal plane images oriented perpendicular to sagittal plane images − 20 slices between proximal phalanx and cuneiforms; one slice through head 5th metatarsal selected for analysis | All, as a single group | Visual inspection | Semi-quantitative 5-point scale | Fatty atrophy: 0 = healthy muscle or no atrophy; 1 = mild atrophy; 2 = moderate atrophy; 3 = severe atrophy; 4 = almost no or no muscle tissue visible |
Bus et al., 2009 [11] | Cited Bus et al., 2006 (Intra-rater reliability; weighted kappa = 0.94) | 1.5T; T1-weighted spin echo; slice thickness 3 mm; 0.9 mm interslice gap | Sagittal plane images − 19 slices acquired between 1st and 5th metatarsal heads; coronal plane images − 20 slices between proximal phalanx and cuneiforms; one slice through head 5th metatarsal selected for analysis | All, as a single group | Visual inspection | Semi-quantitative 5-point scale | Fatty atrophy: 0 = healthy muscle tissue or no atrophy; 1 = mild atrophy; 2 = moderate atrophy; 3 = severe atrophy; 4 = almost complete or complete loss of muscle tissue |
Chang et al., 2012 [18] | Intra-rater reliability; one image processed 5 times; coefficient of variation of muscle CSA = 1.3% | 1.5T; T1-weighted spin echo; slice thickness 4 mm; contiguous slices; acquisition time 25 min | Frontal plane images acquired perpendicular to plantar aspect of foot; every image from calcaneus through to image containing maximum diameter of sesamoid bones | All, as a single group (but excluding EDB) | Interactive custom software programmed in Matlab; Semi-automated user set pixel intensity threshold | N/A | Muscle volume (cm3) |
Chen et al., 2016 [26] | Cited Cheung et al., 2016 (who cited Chang 2012) | 1.5T; T1-weighted spin echo; slice thickness 4 mm; contiguous slices | Sagittal and frontal plane acquisition; entire length of foot | All, as a single group | Segmented by excluding all non-contractile tissues in Mimics software | N/A | Muscle volume (mm3/kg) |
Cheung et al., 2016 [19] | Cited Chang et al., 2012 | 1.5T; T1-weighted; Slice thickness 4 mm; contiguous slices | Images acquired perpendicularly to the plantar aspect of the foot; entire length of foot | All, as a single group | Segmented by excluding all non-contractile tissues in Mimics software | N/A | Muscle volume (mm3/kg) |
Cheuy et al., 2013a [13] | Inter- and intra-rater reliability; 2 raters processed 46 slices with at least 14 days between measures; all ICCs > 0.9 | 3T; optimised to fat; spin echo pulse; slice thickness 3.5 mm; acquisition time 9–12 min; | Coronal plane images acquired; 35–65 slices; the forefoot (mid-metatarsal), the midfoot (tarsometatarsal joint of the second metatarsal), the hindfoot (talonavicular joint) | Plantar side muscles, as a single group | Signal intensity threshold automatically identified with optional manual editing of borders and thresholds as required, Matlab software | Quantitative | Volume (cm3): Subcutaneous fat; Lean muscle; Intermuscular adipose tissue |
Cheuy et al., 2013b [14] | Not reported | 3T; spin echo pulse; slice thickness 3.5 mm; acquisition time 12 min | Coronal plane images acquired; 35 slices; talonavicular joint to tarsometatarsal joint | Intrinsic foot muscles between the talonavicular and tarsometatarsal joints | Signal intensity threshold automatically identified with optional manual editing of borders and thresholds as required, Matlab software | Quantitative | Volume (cm3): Subcutaneous fat; Lean muscle; Intermuscular adipose tissue; Intrinsic foot muscle ratio (ratio of intermuscular volume to lean muscle volume |
Feger et al., 2016 [25] | Not reported | 3T; spiral gradient echo; slice thickness 5 mm; acquisition time 15 min | Axial slices; entire foot | ABH; ADDH-O; ADDH-T; FHB; ABDM; FDM; EDB; FDB; QP, Interosseous | Manual segmentation of each muscle perimeter on each slice using custom software written in MatLab | N/A | Muscle volume (cm3/m.kg) |
Feger et al., 2019 [24] | Cited Handsfield et al., 2014 (study of leg muscle segmentation; inter-user variability reported as acceptable at < 0.6%) | 3T; spiral gradient echo; slice thickness 5 mm; acquisition time 15 min | Axial slices were obtained in sets of 20 contiguous images from just posterior to the calcaneus anteriorly through the entire foot. | ABH; ADDH-O; ADDH-T; FHB; ABDM; FDM; EDB; FDB; QP, Interosseous | Manual segmentation of each muscle perimeter on each slice using custom software written in MatLab | N/A | Muscle volume (cm3/m.kg) |
Gallardo et al., 2006 [23] | Not reported | 1.5T; T1-weighted fast spin-echo and fat-supressed proton density-T2 weighted fast spin-echo in both planes; Transverse plane slice thickness 10 mm with 0.5-1.0 mm slice gap; coronal plane slice thickness 4–5 mm with 0.5-1.0 mm slice gap | Coronal and axial planes | All | Visual inspection | Qualitative | Presence of signal intensity alterations including muscle oedema, fatty infiltration and abnormal enhancement |
Gooding et al., 2016 [29] | Not reported | 3T; turbo spin echo; slice thickness 10 mm; 0 mm interslice gap; acquisition time 7 min | From most posterior aspect calcaneus to the toes; for each muscle the series of 3 contiguous slices that provided the largest CSA used for analysis | ABH, FDB, ABDM, QP, FDM, ADDH-O, FHB, Interosseous & lumbricals (together) | Each muscle manually outlined; pixel-by-pixel count based on active range (any pixel that exceeded the lower threshold) | N/A | Percentage increase in muscle activation (pre to post exercise) |
Green & Briggs, 2013 [32] | Not reported | Magnet strength not specified; T1- & proton density weighted; slice thickness not specified; interslice gap 5 mm; | Coronal plane images acquired with the plane tilted antero-superiorly to lie perpendicular to the long axis of the second metatarsal | 5 groups: (1) Medial - ABH, FHB; (2) ADDH; (3) Central - FDB, QP, lumbricals; (4) Interosseous; (5) Lateral - ABDM, FDM | Measured using a freehand cursor to trace around the muscle groups | N/A | Maximum muscle CSA (cm2) |
Greenman et al., 2005 [15] | Not reported | 3T; T2-weighted H spin echo: thickness 2.5 mm; acquisition time 6 min 24 s; RARE pulse: slice thickness 25 mm; acquisition time 4 min | Axial plane slices; 10 contiguous locations | All, as a single group | Interactive data language software; an outline of the muscle tissue and reference standard was created using a contour mapping function set to a single level that was equal to the noise threshold value; count of pixels that represented signal from foot tissues | N/A | Muscle area- to -total area ratio |
Kurihara et al., 2014 [33] | Not reported | 1.5T; T1-weighted fast spin echo; slice thickness 4 mm; acquisition time ~ 9 min | Whole foot (sesamoids to calcaneal tuberosity); contiguous slices; acquired perpendicular to plantar aspect of foot; image at the MTP joint that was near 20% longitudinal foot length was selected for analysis | 3 muscle groups: 1) Medial – FHB, FDB, QP, ABH and lumbricals; 2) ADDH; 3) Lateral – ABDM, FDB, interosseus | Manual; SliceOmatic software; excluded non-contractile tissues where possible | N/A | Muscle CSA (cm2) |
Lin et al., 2016 [16] | Not reported | 3T; T1-weighted 1H spin: slice thickness 2.5 mm; acquisition time 6 min 24 s; 31P-RARE: slice thickness 25 mm; scan time 4 min | Acquired in a plane perpendicular to longitudinal direction of foot through the metatarsal head region; 10 contiguous; Selected for analysis: level of the 5th metatarsal head from T1-weighted images | 3 muscle regions: (1) FHB medial head; (2) ADDH, FHB lateral head, lumbricals; (3) Interosseous, FDM, ABDM | Manually outlined using tracing tool in OsiriX software; pixel threshold technique | Semi-quantitative 5-point scale | Ratio (31P/1H) of the area of viable muscle tissue to total area outlined; Fatty atrophy: 0 = healthy muscle with no atrophy; 1 = mild atrophy; 2 = moderate atrophy; 3 = severe atrophy; 4 = almost no or no muscle tissue visible. |
Miller et al., 2014 [27] | Intra-rater reliability; five measurements on each muscle over multiple days; mean measurement relative error 0.2–4.3% | 1.5T; T2 turbo spin echo fat saturation; slice thickness 5 mm | Coronal, sagittal, axial scans; entire foot; muscle measurement from axial scan | ABH; FDB; ABDM | Manually traced in ImageJ | N/A | Muscle CSA (mm2) Muscle volume (mm3) log normalised to foot length |
Pelayo-Negro et al., 2014 [22] | Not reported | 1.5T; T1-weighted fast spin-echo; fat suppressed proton density-T2-weighted fast spin-echo | Slice thickness not specified; axial and coronal planes | All, as a single group | Visual inspection | Semi-quantitative; 5-point scale | Fatty infiltration: 0 = no evidence of fatty infiltration; 1 = some fatty streaks; 2 = fat evident but less extensive than muscle; 3 = fat equal to muscle; and stage 4 = fat more extensive than muscle. |
Recht et al., 2007 [21] | Not reported | 0.2 to 1.5T; T1- and T2-weighted (with or without fat suppression) in coronal; STIR or T2-weighted in sagittal | All images | ABDM | Visual inspection | Semi-quantitative; 4-point scale | Fatty atrophy: grade 0 = no fat or minimal fatty streaks; 1 = increased fat within the muscle but greater amount of muscle; 2 = equal amounts of fat and muscle; 3 = greater amount of fat than muscle |
Savnik et al., 2000 [31] | Not reported | 1.5T; T1-weighted spin echo; T2-weighted spin echo and STIR; slice thickness 3–4 mm; interslice gap 0.3–0.4 mm | Sagittal images acquired; coronal reformatted images used for measurement | QP; FDB; EH | Measured using region-of-interest area function | N/A | Muscle largest diameter and transverse area |
Schmid et al., 2009 [20] | Intra-rater reliability CSA measures; 20% of measures repeated; ICCs > 0.9 Inter-rater reliability fatty atrophy score; kappa 0.33 to 0.68 | 1.5T; T1- and T2-weighted; Slice thickness 3-3.5 mm | Coronal images; CSA measures at the level where the bony insertion of the tibiocalcaneal ligament at the calcaneus was best visualised | ABDM; FDB; ABH; QP | Visual inspection and measurements using OsiriX software | Semi-quantitative 3-point scale | Muscle CSA (cm2) Fatty muscle atrophy: 0 = normal muscle; 1 = mild fatty atrophy with more muscle than fat; 2 = substantial fatty atrophy with more fat than muscle or equal parts fat and muscle |
Severinsen et al., 2007 [17] | Not reported | 1.5T; T1 spin echo; slice thickness 1.5 mm; inter-slice interval 10 mm | The first section being randomly placed within the first interslice interval | All, as a single group | Semi-automated user set signal intensity threshold, stereological point-counting technique | N/A | Muscle volume (mm3) |
Taddei et al., 2018 [28] | Not reported | 1.5T; T1-weighted spin-echo; slice thickness 4 mm; contiguous | Images acquired perpendicular to the plantar aspect of the foot; between the most proximal and most distal images in which every intrinsic foot muscle is visible | ABH; ABDM; FHB; FDB | Measured by ImageJ planimeter software for each muscle at each slice | N/A | Muscle CSA (mm2) |
Taddei et al., 2020 [30] | Not reported | 1.5T; T1-weighted spin-echo; slice thickness 4 mm; contiguous | Images acquired perpendicular to the plantar aspect of the foot; between the most proximal and most distal images in which every intrinsic foot muscle is visible | ABH; ABDM; FHB; FDB | Measured by ImageJ planimeter software for each muscle at each slice | N/A | Muscle CSA (mm2) Muscle volume (cm2) |