| Literature DB >> 32206343 |
Jakob M Møller1,2, Mikkel Østergaard2,3, Henrik S Thomsen1,2, Inge J Sørensen2,3, Ole R Madsen2,4, Susanne J Pedersen3.
Abstract
BACKGROUND: The apparent diffusion coefficient (ADC) may be used as a biomarker to diagnose axial spondyloarthritis (axSpA) and monitor therapeutic response.Entities:
Keywords: Skeletal–axial; apparent diffusion coefficient mapping; arthritides; inflammation; magnetic resonance diffusion/perfusion; spondyloarthritis
Year: 2020 PMID: 32206343 PMCID: PMC7074525 DOI: 10.1177/2058460120906015
Source DB: PubMed Journal: Acta Radiol Open
Parameters for the coronal oblique sequences.
| Sequence | TR (ms) | TE (ms) | TI (ms) | b (s/mm2) | FOV (mm) | Matrix | ST (mm) | Gap (mm) | Time (min:s) |
|---|---|---|---|---|---|---|---|---|---|
| STIR | 2550 | 60 | 160 | – | 300 × 235 | 240 × 150 | 4 | 0.8 | 3:27 |
| T1W | 550 | 14 | – | – | 330 × 270 | 370 × 170 | 4 | 0 | 2:55 |
| DWI | 2000 | 75 | – | 0; 50; 500; 800 | 330 × 186 | 157 × 89 | 5 | 1.4 | 5:26 |
DWI, diffusion-weighted multishot spin echo planar imaging; FOV, field of view; ST, slice thickness; STIR, short tau inversion recovery; T1W, T1-weighted turbo spin echo; TE, echo time; TI, inversion time; TR, repetition time.
Characteristics of patients and healthy individuals.
| Healthy individuals (n = 24) | Patients (n = 25) | ||||
|---|---|---|---|---|---|
| Tp1 | Tp2 | ||||
| Female (age) | 11 (42.55 ± 13.32) | 12 (36.1 ± 9.86) | – | 0.20 | – |
| Male (age) | 13 (44.38 ± 7.59) | 13 (41.85 ± 10.32) | – | 0.48 | – |
| Symptom duration (years) | – | 12.84 ± 8.50 | – | – | – |
| Disease duration (years) | – | 6.68 ± 6.41 | – | – | – |
| NSAIDs | 0 | 17 | – | – | – |
| DMARDs | 0 | 2 | – | – | – |
| TNF inhibitor | 0 | 7 | – | – | – |
| Glucocorticoids | 0 | 0 | – | – | – |
| Pain | 0 (0–0.5) | 50 (24–67) | 30 (17–59) | <0.01 | <0.01 |
| VAS global | 0 (0–0) | 60 (23–71) | 32 (19–63) | <0.01 | 0.01 |
| BASDAI | 1 (0–3) | 47 (24–66) | 45 (19–57) | <0.01 | 0.03 |
| BASFI | 0 (0–0) | 34 (25–53) | 34 (14–54) | <0.01 | 0.17 |
| BASMI | 0 (0–0) | 38.2 (32.7–45.4) | – | <0.01 | – |
| C-reactive protein (mg/L) | – | 10.20 ± 4.86 | – | – | – |
| SPARCC MRI SIJ BME | 0.13 ± 0.45 | 6.36 ± 11.17 | 6.48 ± 11.47 | <0.01 | 0.84 |
| SPARCC MRI SIJ fat | 0.13 ± 0.61 | 7.20 ± 10.29 | 7.68 ± 10.49 | <0.01 | 0.80 |
| SPARCC MRI SIJ erosion | 0.00 | 0.48 ± 1.76 | 1.08 ± 2.43 | 0.19 | 0.12 |
| SPARCC MRI SIJ backfill | 0.00 | 0.84 ± 3.04 | 0.88 ± 0.00 | 0.01 | 0.83 |
| SPARCC MRI SIJ ankylosis | 0.00 | 4.52 ± 6.77 | 4.88 ± 7.54 | <0.01 | 0.92 |
Values are given as mean ± SD or median (IQR).
BASDAI, Bath Ankylosing Spondylitis Disease Activity Index; BASFI, Bath Ankylosing Spondylitis Functional Index; BASMI, Bath Ankylosing Spondylitis Metrology Index; DMARDs, disease-modifying anti-rheumatic drugs; IQR, interquartile range; NSAIDs, non-steroid anti-inflammatory drugs; SPARCC, Spondyloarthritis Research Consortium of Canada; TNF, tumor necrosis factor; VAS, visual analog scale.
SPARCC BME scores, inter-study and intra-reader inter-class correlation coefficients, ADC measurements, SEM, and SDC.
| SPARCC BME | Inter-study ICC | Intra-reader ICC | MR1 (µmm2/s) | MR2 (µmm2/s) | Mean difference ADC* (µmm2/s) | Mean square between subjects | Residual mean square within subjects | SEM (µmm2/s) | SDC (µmm2/s) | SDC (%) | |
|---|---|---|---|---|---|---|---|---|---|---|---|
|
| |||||||||||
| All participants (n = 49) | 3.37 ± 8.73 | 0.66 (0.46–0.80) | 0.92 (0.86–0.95) | 640 ± 143 | 645 ± 147 | −12 ± 119 | 348,788 | 7110 | 69.4 | 192 | 30 |
| SpA (n = 25) | 6.48 ± 11.47 | 0.79 (0.58–0.79) | 0.92 (0.82–0.96) | 644 ± 164 | 649 ± 186 | −5 ± 113 | 55,265 | 6418 | 51.8 | 144 | 22 |
| Healthy (n = 24) | 0.13 ± 0.45 | 0.27 (−0.18–0.61) | 0.95 (0.88–0.98) | 635 ± 120 | 641 ± 96 | −20 ± 128 | 14,012 | 8146 | 109.4 | 303 | 48 |
| Women (n = 23) | 3.52 ± 8.13 | 0.42 (0.10–0.71) | 0.87 (0.72–0.94) | 708 ± 112 | 702 ± 126 | −6 ± 128 | 20,249 | 8218 | 97.5 | 270 | 38 |
| Men (n = 26) | 3.23 ± 9.38 | 0.72 (0.45–0.87) | 0.93 (0.86–0.97) | 578 ± 142 | 598 ± 148 | −28 ± 111 | 36,874 | 6118 | 58.7 | 163 | 28 |
| STIR pos. (n = 7) | 17.86 ± 16.91 | 0.78 (0.16–0.96) | 0.92 (0.59–0.99) | 760 ± 187 | 801 ± 266 | −41 ± 153 | 93,793 | 11,777 | 71.8 | 199 | 26 |
| STIR neg. (n = 42) | 0.95 ± 2.35 | 0.48 (0.20–0.69) | 0.89 (0.81–0.94) | 618 ± 125 | 619 ± 99 | −7 ± 114 | 18,546 | 6471 | 79.0 | 219 | 36 |
|
| |||||||||||
| All participants (n = 49) | 0.57 (0.33–0.77) | 0.74 (0.58–0.85) | 1094 ± 299 | 1133 ± 293 | −50.4 ± 276 | 137,609 | 38,199 | 208.4 | 578 | 52 | |
| SpA (n = 25) | 0.79 (0.58–0.79) | 0.73 (0.47–0.87) | 1126 ± 353 | 1210 ± 363 | −83 ± 284 | 216,191 | 40,422 | 158.1 | 438 | 38 | |
| Healthy (n = 24) | 0.27 (0.17–0.61) | 0.68 (0.39–0.85) | 1059 ± 230 | 1056 ± 177 | −14 ± 269 | 46,665 | 36,280 | 250.9 | 695 | 65 | |
| Women (n = 23) | 0.45 (0.04–0.73) | 0.59 (0.24–0.81) | 1224 ± 303 | 1207 ± 267 | 17 ± 301 | 118,146 | 45,290 | 223.2 | 619 | 51 | |
| Men (n = 26) | 0.63 (0.31–0.82) | 0.88 (0.75–0.94) | 975 ± 245 | 1071 ± 305 | −112 ± 242 | 127,641 | 29,195 | 147.2 | 408 | 40 | |
| STIR pos. (n = 7) | 0.75 (0.08–0.95) | 0.64 (-0.12–0.93) | 1407 ± 402 | 1488 ± 426 | −80 ± 295 | 299,296 | 43,579 | 147.5 | 409 | 28 | |
| STIR neg. (n = 42) | 0.29 (-0.03–0.55) | 0.69 (0.48–0.82) | 1038 ± 243 | 1072 ± 219 | 44 ± 277 | 68,847 | 38,291 | 233.4 | 647 | 61 |
Values are given as mean ± SD or ICC (95% CI).
*Mean difference ADC of MR2-MR1 (bias) and corresponding SD (precision).
BME, bone marrow edema; CI, confidence interval; ICC, intra-class correlation coefficient; SDC, smallest detectable change (1.96 × SEM × sqrt2), SDC percentage of mean of MR1 and MR2; SEM, standard error of measurement (= SD × sqrt1 – ICC); SPARCC, Spondyloarthritis Research Consortium of Canada.
Fig. 1.A 33-year-old man with axial spondyloarthritis for five years. (a) On STIR, bone marrow edema (BME) is evident in two areas of the left sacral part of the sacroiliac joint (SIJ) (asterisk). (b) On the ADC map, a bright area covering the whole SIJ (arrows) is evident suggesting the inflammation to be more widespread than the BME visualized on STIR.
Fig. 2.A 19-year-old man with newly diagnosed axial spondyloarthritis. Both on STIR (a) and the ADC map (b), a low homogeneous signal is present in both sacroiliac joints without areas of inflammation.
Fig. 3.Bland–Altman plots of median ADC (a) and 95th percentile ADC (b) in subgroups. Mean ADC (x-axis) and difference (Δ) ADC (y-axis) of the two time points. Mean of the difference (black line) and level of agreement (dotted lines) are provided.
Fig. 4.Boxplot of median ADC (a) and 95th percentile ADC (b) in subgroups.
Fig. 5.Scatterplots of SPARCC BME and median ADC (a) and 95th percentile ADC (b). Spearman’s ρ and P provided.