| Literature DB >> 35983340 |
Mirko Trentadue1, Carlo Sozzi2, Luca Idolazzi3, Gianluigi Lazzarini4, Riccardo Sante Murano1, Davide Gatti3, Maurizio Rossini3, Enrico Piovan2.
Abstract
Objective: To promote advanced research using magnetic resonance imaging (MRI) in the diagnosis of and screening for osteoporosis by looking for correlations among the T-scores measured by dual-energy X-ray absorptiometry (DEXA), the apparent diffusion coefficient (ADC) values on diffusion-weighted imaging (DWI), and the T1-weighted signal intensity values. Materials andEntities:
Keywords: Bone marrow/pathology; Multiparametric magnetic resonance imaging/methods; Osteoporosis; Postmenopause; Vertebral body/pathology
Year: 2022 PMID: 35983340 PMCID: PMC9380604 DOI: 10.1590/0100-3984.2021.0124
Source DB: PubMed Journal: Radiol Bras ISSN: 0100-3984
Sequence design for the study protocol.[*]
| Sequence | Parameters |
|---|---|
| T1-weighted TSE | TR/TE, 555/8 ms; FOV, 160 × 268 × 49; voxel size, 1 × 1 mm; slices, 15; slice thickness, 3 mm; reconstruction matrix, 560 × 560; acquisition time, 4 min 31 s |
| Short-tau inversion recovery | TR/TI, 5,406/210 ms; TE, 60 ms; FOV, 160 × 268 × 49; voxel size, 1 × 1.46 mm; slices, 15; slice thickness, 3 mm; reconstruction matrix, 560 × 560; acquisition time, 4 min 30 s; saturation band positioned anterior to the spine |
| T2-weighted TSE | TR/TE, 4,496/110 ms; FOV, 160 × 268 × 49; voxel size, 1 × 1.25 mm; slices, 15; slice thickness, 3 mm; reconstruction matrix, 560 × 560; flip angle, 90°; acquisition time, 2 min 50 s |
| DWI | Four b-values (b0; b300; b500; b800); TR/TE, 2,444/56 ms; FOV, 280 × 239 × 89; voxel size, 2.05 × 2.55 mm; slices, 15; slice thickness, 5 mm; reconstruction matrix, 560 × 560; EPI factor, 57; single-shot spin-echo; acquisition time, 3 min 17 s |
All sequences obtained in the sagittal plane and in a 3.0-T MRI scanner.
Figure 1Examples of ROI placement on ADC maps: b0 (A); b300 (B); b500 (C); b800 (D).
Data for the sample as a whole, listed in descending order by T-score.[*]
| Patient | Age (years) | T-score | BMD | ADC | T1 | ||
|---|---|---|---|---|---|---|---|
| b300 | b500 | b800 | |||||
| 3 | 56 | -0.2 | 1.159 | 0.594 | 0.412 | 0.326 | 370.1 |
| 5 | 59 | -0.5 | 1.12 | 0.6975 | 0.505 | 0.3725 | 322.0475 |
| 7 | 59 | -0.7 | 1.098 | 0.752 | 0.548 | 0.454 | 359.08 |
| 2 | 53 | -0.7 | 1.099 | N/A | N/A | N/A | 274.834 |
| 6 | 59 | -1.6 | 0.985 | 0.784 | 0.594 | 0.446 | 289.524 |
| 12[ | 70 | -1.6 | N/A | 0.786 | 0.758 | 0.428 | 455.4475 |
| 9 | 63 | -1.9 | 0.947 | 0.672 | 0.482 | 0.338 | 302.4 |
| 8 | 59 | -2.0 | 0.945 | 0.598 | 0.47 | 0.358 | 418.498 |
| 4 | 58 | -2.2 | 0.914 | 0.766 | 0.592 | 0.46 | 385.234 |
| 10 | 65 | -2.6 | 0.864 | 0.512 | 0.42 | 0.37 | 442.136 |
| 1 | 50 | -2.8 | 0.846 | 1.258 | 0.828 | 0.574 | 541.348 |
| 11 | 66 | -3.5 | 0.757 | N/A | N/A | N/A | 856.096 |
| 13 | 72 | -3.8 | 0.745 | 0.74 | 0.48 | 0.356 | 419.656 |
No shading = normal BMD; light gray shading = osteopenia; dark gray shading = osteoporosis.
For patient no. 12, the femur BMD value was 0.884 g/cm2.
Data for the sample as a whole, listed in ascending order by patient age.[*]
| Patient | Age (years) | T-score | BMD | ADC | T1 | ||
|---|---|---|---|---|---|---|---|
| b300 | b500 | b800 | |||||
| 1 | 50 | -2,8 | 0,846 | 1,258 | 0,828 | 0,574 | 541,348 |
| 2 | 53 | -0.7 | 1.099 | N/A | N/A | N/A | 274.834 |
| 3 | 56 | -0.2 | 1.159 | 0.594 | 0.412 | 0.326 | 370.1 |
| 4 | 58 | -2.2 | 0.914 | 0.766 | 0.592 | 0.46 | 385.234 |
| 5 | 59 | -0.5 | 1.12 | 0.6975 | 0.505 | 0.3725 | 322.0475 |
| 6 | 59 | -1.6 | 0.985 | 0.784 | 0.594 | 0.446 | 289.524 |
| 7 | 59 | -0.7 | 1.098 | 0.752 | 0.548 | 0.454 | 359.08 |
| 8 | 59 | -2 | 0.945 | 0.598 | 0.47 | 0.358 | 418.498 |
| 9 | 63 | -1.9 | 0.947 | 0.672 | 0.482 | 0.338 | 302.4 |
| 10 | 65 | -2.6 | 0.864 | 0.512 | 0.42 | 0.37 | 442.136 |
| 11 | 66 | -3.5 | 0.757 | N/A | N/A | N/A | 856.096 |
| 12[ | 70 | -1.6 | N/A | 0.786 | 0.758 | 0.428 | 455.4475 |
| 13 | 72 | -3.8 | 0.745 | 0.74 | 0.48 | 0.356 | 419.656 |
No shading = normal BMD; light gray shading = osteopenia; dark gray shading = osteoporosis.
For patient no. 12, the femur BMD value was 0.884 g/cm2.
ADC values and T1-weighted signal intensity among the 11 patients for whom those data were available.
| Osteoporosis (n = 3) | Osteopenia (n = 5) | Normal BMD (n = 3) |
|---|---|---|
| b300 | ||
| 0.512 | 0.784 | 0.594 |
| 1.258 | 0.786 | 0.6975 |
| 0.74 | 0.672 | 0.752 |
| 0.598 | ||
| 0.766 | ||
| Mean, 0.836666667 | Mean, 0.7212 | Mean, 0.681166667 |
| b500 | ||
| 0.42 | 0.594 | 0.412 |
| 0.828 | 0.758 | 0.505 |
| 0.48 | 0.482 | 0.548 |
| 0.47 | ||
| 0.592 | ||
| Mean, 0.576 | Mean, 0.5792 | Mean, 0.488333333 |
| b800 | ||
| 0.37 | 0.446 | 0.326 |
| 0.574 | 0.428 | 0.3725 |
| 0.356 | 0.338 | 0.454 |
| 0.358 | ||
| 0.46 | ||
| Mean, 0.433333333 | Mean, 0.406 | Mean, 0.384166667 |
| T1 | ||
| 442.136 | 289.524 | 370.1 |
| 541.348 | 455.4475 | 322.0475 |
| 856.096 | 302.4 | 359.08 |
| 419.656 | 418.498 | 274.834 |
| 385.234 | ||
| Mean, 564.809 | Mean, 370.2207 | Mean, 331.515375 |
Data for the sample as a whole, stratified by age group.[*]
| Patient | Age (years) | T-score | BMD | ADC | T1 | |||
|---|---|---|---|---|---|---|---|---|
| b300 | b500 | b800 | ||||||
| ≤ 60 years of age | 1 | 50 | -2.8 | 0.846 | 1.258 | 0.828 | 0.574 | 541.35 |
| 2 | 53 | -0.7 | 1.099 | N/A | N/A | N/A | 274.83 | |
| 3 | 56 | -0.2 | 1.159 | 0.594 | 0.412 | 0.326 | 370.1 | |
| 4 | 58 | -2.2 | 0.914 | 0.766 | 0.592 | 0.46 | 385.23 | |
| 5 | 59 | -0.5 | 1.12 | 0.6975 | 0.505 | 0.3725 | 322.05 | |
| 6 | 59 | -1.6 | 0.985 | 0.784 | 0.594 | 0.446 | 289.52 | |
| 7 | 59 | -0.7 | 1.098 | 0.752 | 0.548 | 0.454 | 359.08 | |
| 8 | 59 | -2.0 | 0.945 | 0.598 | 0.47 | 0.358 | 418.5 | |
| Mean | - | - | - | 0.7785 | 0.564143 | 0.427214286 | 370.08 | |
| > 60 years of age | 9 | 63 | -1.9 | 0.947 | 0.672 | 0.482 | 0.338 | 302.4 |
| 10 | 65 | -2.6 | 0.864 | 0.512 | 0.42 | 0.37 | 442.14 | |
| 11 | 66 | -3.5 | 0.757 | N/A | N/A | N/A | 856.1 | |
| 12 | 70 | -1.6 | N/A | 0.786 | 0.758 | 0.428 | 455.45 | |
| 13 | 72 | -3.8 | 0.745 | 0.74 | 0.48 | 0.356 | 419.66 | |
| Mean | - | - | - | 0.6775 | 0.535 | 0.373 | 414.75 | |
No shading = normal BMD; light gray shading = osteopenia; dark gray shading = osteoporosis.
Correlations in the sample as a whole.
| Variable | Statistic | T-score | BMD | ADC | T1 | |||
|---|---|---|---|---|---|---|---|---|
| b300 | b500 | b800 | ||||||
| T-score | r | 1 | 0.999 | -0.276 | -0.182 | -0.192 | -0.634 | |
|
| - | 0.000 | 0.412 | 0.593 | 0.571 | 0.020 | ||
| n | 13 | 12 | 11 | 11 | 11 | 13 | ||
| BMD | r | 0.999 | 1 | -0.285 | -0.261 | -0.214 | -0.653 | |
|
| 0.000 | - | 0.426 | 0.466 | 0.553 | 0.021 | ||
| n | 12 | 12 | 10 | 10 | 10 | 12 | ||
| ADC | b300 | r | -0.276 | -0.285 | 1 | 0.870 | 0.879 | 0.503 |
|
| 0.412 | 0.426 | - | 0.000 | 0.000 | 0.115 | ||
| n | 11 | 10 | 11 | 11 | 11 | 11 | ||
| b500 | r | -0.182 | -0.261 | 0.870 | 1 | 0.862 | 0.521 | |
|
| 0.593 | 0.466 | 0.000 | - | 0.001 | 0.100 | ||
| n | 11 | 10 | 11 | 11 | 11 | 11 | ||
| b800 | r | -0.192 | -0.214 | 0.879 | 0.862 | 1 | 0.480 | |
|
| 0.571 | 0.553 | 0.000 | 0.001 | - | 0.135 | ||
| n | 11 | 10 | 11 | 11 | 11 | 11 | ||
| T1 | r | -0.634 | -0.653 | 0.503 | 0.521 | 0.480 | 1 | |
|
| 0.020 | 0.021 | 0.115 | 0.100 | 0.135 | - | ||
| n | 13 | 12 | 11 | 11 | 11 | 13 | ||
Correlations in the sample, by age group.
| Age group | Variable | Statistic | T-score | BMD | ADC | T1 | |||
|---|---|---|---|---|---|---|---|---|---|
| b300 | b500 | b800 | |||||||
| ≤ 60 years of age (n = 8) | T-score | r | 1 | 1.000 | -0.657 | -0.751 | -0.707 | -0.688 | |
|
| - | 0.000 | 0.109 | 0.052 | 0.076 | 0.059 | |||
| n | 8 | 8 | 7 | 7 | 7 | 8 | |||
| BMD | r | 1.000 | 1 | -0.658 | -0.755 | -0.713 | -0.678 | ||
|
| 0.000 | - | 0.108 | 0.050 | 0.072 | 0.065 | |||
| n | 8 | 8 | 7 | 7 | 7 | 8 | |||
| ADC | b300 | r | -0.657 | -0.658 | 1 | 0.979 | 0.932 | 0.702 | |
|
| 0.109 | 0.108 | - | 0.000 | 0.002 | 0.079 | |||
| n | 7 | 7 | 7 | 7 | 7 | 7 | |||
| b500 | r | -0.751 | -0.755 | 0.979 | 1 | 0.971 | 0.640 | ||
|
| 0.052 | 0.050 | 0.000 | - | 0.000 | 0.121 | |||
| n | 7 | 7 | 7 | 7 | 7 | 7 | |||
| b800 | r | -0.707 | -0.713 | 0.932 | 0.971 | 1 | 0.569 | ||
|
| 0.076 | 0.072 | 0.002 | 0.000 | - | 0.183 | |||
| n | 7 | 7 | 7 | 7 | 7 | 7 | |||
| T1 | r | -0.688 | -0.678 | 0.702 | 0.640 | 0.569 | 1 | ||
|
| 0.059 | 0.065 | 0.079 | 0.121 | 0.183 | - | |||
| n | 8 | 8 | 7 | 7 | 7 | 8 | |||
| > 60 years of age (n = 5) | T-score | r | 1 | 0.996 | 0.084 | 0.567 | 0.446 | -0.504 | |
|
| - | 0.004 | 0.916 | 0.433 | 0.554 | 0.387 | |||
| n | 5 | 4 | 4 | 4 | 4 | 5 | |||
| BMD | r | 0.996 | 1 | -0.387 | -0.074 | -0.473 | -0.638 | ||
|
| 0.004 | - | 0.747 | 0.953 | 0.686 | 0.362 | |||
| n | 4 | 4 | 3 | 3 | 3 | 4 | |||
| ADC | b300 | r | 0.084 | -0.387 | 1 | 0.736 | 0.400 | 0.032 | |
|
| 0.916 | 0.747 | - | 0.264 | 0.600 | 0.968 | |||
| n | 4 | 3 | 4 | 4 | 4 | 4 | |||
| b500 | r | 0.567 | -0.074 | 0.736 | 1 | 0.871 | 0.366 | ||
|
| 0.433 | 0.953 | 0.264 | - | 0.129 | 0.634 | |||
| n | 4 | 3 | 4 | 4 | 4 | 4 | |||
| b800 | r | 0.446 | -0.473 | 0.400 | 0.871 | 1 | 0.735 | ||
|
| 0.554 | 0.686 | 0.600 | 0.129 | - | 0.265 | |||
| n | 4 | 3 | 4 | 4 | 4 | 4 | |||
| T1 | r | -0.504 | -0.638 | 0.032 | 0.366 | 0.735 | 1 | ||
|
| 0.387 | 0.362 | 0.968 | 0.634 | 0.265 | - | |||
| n | 5 | 4 | 4 | 4 | 4 | 5 | |||
Figure 2T1-weighted signal intensity over the spectrum of T-scores (from normal BMD to osteopenia to osteoporosis).
Figure 3ADC values over the spectrum of T-scores (from normal BMD to osteopenia to osteoporosis).