| Literature DB >> 35741229 |
Ioanna Chronaiou1, Guro Fanneløb Giskeødegård2, Ales Neubert3, Tamara Viola Hoffmann-Skjøstad4, Ruth Stoklund Thomsen5,6, Mari Hoff5,6, Tone Frost Bathen1, Beathe Sitter1.
Abstract
High intensity interval training (HIIT) has been shown to benefit patients with psoriatic arthritis (PsA). However, magnetic resonance (MR) imaging has uncovered bone marrow edema (BME) in healthy volunteers after vigorous exercise. The purpose of this study was to investigate MR images of the spine of PsA patients for changes in BME after HIIT. PsA patients went through 11 weeks of HIIT (N = 19, 4 men, median age 52 years) or no change in physical exercise habits (N = 20, 8 men, median age 45 years). We acquired scores for joint affection and pain and short tau inversion recovery (STIR) and T1-weighted MR images of the spine at baseline and after 11 weeks. MR images were evaluated for BME by a trained radiologist, by SpondyloArthritis Research Consortium of Canada (SPARCC) scoring, and by extraction of textural features. No significant changes of BME were detected in MR images of the spine after HIIT. This was consistent for MR image evaluation by a radiologist, by SPARCC, and by texture analysis. Values of textural features were significantly different in BME compared to healthy bone marrow. In conclusion, BME in spine was not changed after HIIT, supporting that HIIT is safe for PsA patients.Entities:
Keywords: computer assisted image processing; exercise; magnetic resonance imaging; psoriatic arthritis; spondyloarthropathies
Year: 2022 PMID: 35741229 PMCID: PMC9222014 DOI: 10.3390/diagnostics12061420
Source DB: PubMed Journal: Diagnostics (Basel) ISSN: 2075-4418
Figure 1Flow chart of patient inclusion, follow-up, and analysis.
Demographic characteristics of study participants in high intensity interval training (HIIT) and control groups, and their scores for joint affection and pain at baseline and after 11 weeks [15]. Mean values of scores for joint affection and pain within groups at baseline and 11 weeks were compared by the Wilcoxon signed-rank test.
| HIIT | Controls | |||||
|---|---|---|---|---|---|---|
| Baseline | 11 Weeks |
| Baseline | 11 Weeks |
| |
| Number, n | 19 | - | 20 | - | ||
| Men, n (%) | 4 (21) | - | 8 (40) | - | ||
| Women, n (%) | 15 (79) | - | 12 (60) | - | ||
| Age, median (range) | 52 (39–64) | - | 45 (23–64) | - | ||
| PGA a, median (range) | 50.0 (1.0–95.0) | 43.0 (3.0– 81.0) | 0.465 | 46.0 (6–85) | 35.5 (0–89) | 0.227 |
| hs-CRP b mg/L, median (range) | 1.8 (0.4–24.0) | 2.1 (0.5–10.2) | 0.096 | 2.2 (0.1–28.7) | 2.2 (0.3–22.0) | 0.571 |
| BASDAI c, median (range) | 4.0 (0.4–8.3) | 3.2 (0.5–6.6) | 0.049 | 3.7 (0.3–6.7) | 2.6 (0.2–7.7) | 0.133 |
| DAS44 d, median (range) | 2.3 (0.8–3.3) | 1.9 (0.5–2.4) | 0.001 | 2.3 (0.6–3.1) | 1.7 (0.6–3.0) | 0.007 |
a PGA: Patient Global Assessment, range from 0 to 100. b hs-CRP: high-sensitive C-reactive protein. c BASDAI: Bath Ankylosing Spondylitis Disease Activity Index, range from 0 to 10. d DAS44: disease activity score in 44 joints, range from 0.2 to 9.9.
Figure 2MR image examples. Sagittal short tau inversion recovery (STIR) MR images of upper spine in two patients. (A) (baseline) and (B) (11 weeks) are of a patient with low SPARCC scores (4 and 2, respectively). The images show the spine from the second cervical vertebrae (C2) to thoracic vertebrae 12 (TH12). Segmented region in red in B shows minor BME in corner of TH10. (C) (baseline) and (D) (11 weeks) are of patient with high SPARCC scores (39 and 50, respectively). The images show the spine from the second cervical vertebrae (C2) to thoracic vertebrae 11 (TH11), and segmented regions in red in (C) and (D) show BME in C5 to C7, and in TH5 to TH9.
Bone marrow edema by radiological evaluation of MR images. Results from radiological evaluation for bone marrow edema (BME) in short tau inversion recovery (STIR) and T1-weighted MR images of the participants in high intensity interval training (HIIT) and control groups at baseline and after 11 weeks. Number of participants with detectable changes after 11 weeks were not significantly different for the two groups (Fisher’s Exact Probability Test p-value: 0.50).
| HIIT | Controls | |||
|---|---|---|---|---|
| Baseline | 11 Weeks | Baseline | 11 Weeks | |
| Number, n | 17 | 20 | ||
| BME detected, n (%) | 9 (53) | 9 (53) | 5 (25) | 5 (25) |
| No change, n (%) | 17 (100) | 17 (85) | ||
| Increased BME, n (%) | 0 (0) | 1 (5) | ||
| Reduced BME, n (%) | 0 (0) | 2 (10) | ||
Results from evaluation of short tau inversion recovery MR images of the participants in high intensity interval training (HIIT) and controls groups at baseline and after 11 weeks by SPARCC scoring [26]. If SPARCC score changed by five or more to week 11, it was categorized as increased or decreased according to minimally important changes [40]. Number of participants with detectable changes after 11 weeks were not significantly different for the two groups (Fisher’s Exact Probability Test p-value: 1).
| HIIT | Controls | |||
|---|---|---|---|---|
| Baseline | 11 Weeks | Baseline | 11 Weeks | |
| Number, n | 17 | 20 | ||
| SPARCC a score > 0, n (%) | 13 (72) | 13 (72) | 13 (65) | 10 (50) |
| SPARCC a score, median (max value) | 4.0 (39) | 5.0 (50) | 4.0 (36) | 0.5 (20) |
| No change in SPARCC a score, n (%) | 14 (82) | 16 (80) | ||
| Increased SPARCC a score, n (%) | 1 (6) | 1 (5) | ||
| Reduced SPARCC a score, n (%) | 2 (12) | 3 (15) | ||
a SPARCC: SpondyloArthritis Research Consortium of Canada, score range from 0 to 108.
Textural features of voxels in bone marrow edema and healthy voxels. Mean values and standard deviation (SD) of features extracted from MR images of voxels in bone marrow edema (BME) and healthy voxels. Differences in feature values for pathological and healthy voxels were examined using linear mixed-effects models. p-values and Bonferroni corrected p-values (q-values) are reported. Significant values (<0.05) after Bonferroni in bold.
| Voxels with BME | Healthy Voxels | |||||
|---|---|---|---|---|---|---|
| Mean |
| Mean |
| |||
| i1 | 159.8 | 21.0 | 117.1 | 21.7 | <0.001 |
|
| i2 | 150.1 | 18.0 | 116.6 | 16.9 | <0.001 |
|
| i3 | 153.2 | 19.0 | 117.5 | 16.5 | <0.001 |
|
| i4 | 20.6 | 10.2 | 13.4 | 7.3 | <0.001 |
|
| i5 | 104.3 | 34.2 | 87.8 | 29.8 | <0.001 |
|
| i6 | 178.2 | 18.4 | 139.9 | 16.7 | <0.001 |
|
| i7 | 14.1 | 8.2 | 8.6 | 5.2 | <0.001 |
|
| g1 | 3219.6 | 1571.4 | 2231.4 | 1188.8 | <0.001 |
|
| g2 | 2557.3 | 1250.6 | 1777.9 | 948.2 | <0.001 |
|
| g3 | 128.8 | 62.9 | 89.3 | 47.6 | <0.001 |
|
| g4 | 102.3 | 50.0 | 71.1 | 38.0 | <0.001 |
|
| g5 | 78.1 | 43.3 | 51.4 | 31.5 | <0.001 |
|
| g6 | 61.5 | 34.0 | 40.9 | 25.1 | <0.001 |
|
| g7 | 115.5 | 59.9 | 80.4 | 43.9 | <0.001 |
|
| g8 | 20.3 | 17.8 | 15.9 | 12.8 | 0.062 | 1 |
| g9 | 292.2 | 150.5 | 201.0 | 115.1 | <0.001 |
|
| g10 | 56.3 | 34.4 | 36.2 | 23.6 | <0.001 |
|
| f1 | 4.52 | 1.7 | 5.31 | 1.91 | <0.001 |
|
| f2 | 0.52 | 0.23 | 0.32 | 0.22 | <0.001 |
|
| f3 | 0.13 | 0.09 | 0.09 | 0.03 | <0.001 |
|
| f4 | 0.56 | 0.08 | 0.51 | 0.06 | <0.001 |
|
Mean values and standard deviation (SD) of features extracted from BME lesions in MR images of psoriatic arthritis patients. Differences between the intervention and control group, in terms of changes in feature values from the baseline to the 3-month scan, were investigated using a linear mixed effect model (random effects: patient number and lesion number (nested effects), fixed effects: baseline or 3 months scan and control or intervention group). p values are reported.
| Intervention (N = 1174) | Control (N = 2115) | ||||
|---|---|---|---|---|---|
| Mean |
| Mean |
|
| |
| i1 | 160.6 | 22.2 | 159.3 | 20.4 | 0.56 |
| i2 | 151.9 | 20.1 | 149.2 | 16.6 | 0.71 |
| i3 | 155.4 | 22.2 | 152.0 | 16.8 | 0.74 |
| i4 | 19.4 | 9.4 | 21.2 | 10.6 | 0.84 |
| i5 | 107.6 | 34.0 | 102.5 | 34.1 | 0.65 |
| i6 | 176.4 | 15.8 | 179.2 | 19.6 | 0.73 |
| i7 | 13.2 | 8.4 | 14.7 | 8.0 | 0.92 |
| g1 | 2956.9 | 1439.8 | 3365.4 | 1621.9 | 0.87 |
| g2 | 2346.1 | 1141.0 | 2674.5 | 1293.0 | 0.87 |
| g3 | 118.3 | 57.6 | 134.6 | 64.9 | 0.87 |
| g4 | 93.8 | 45.6 | 107.0 | 51.7 | 0.87 |
| g5 | 77.8 | 42.0 | 78.2 | 44.0 | 0.82 |
| g6 | 61.0 | 32.4 | 61.8 | 34.8 | 0.81 |
| g7 | 103.9 | 57.7 | 121.9 | 60.2 | 0.82 |
| g8 | 15.9 | 15.5 | 22.8 | 18.5 | 0.95 |
| g9 | 283.7 | 141.2 | 297.0 | 155.2 | 0.79 |
| g10 | 55.5 | 33.9 | 56.7 | 34.6 | 0.95 |
| f1 | 4.73 | 1.84 | 4.40 | 1.60 | 0.75 |
| f2 | 0.50 | 0.23 | 0.53 | 0.23 | 0.72 |
| f3 | 0.16 | 0.13 | 0.11 | 0.04 | 0.23 |
| f4 | 0.59 | 0.10 | 0.54 | 0.06 | 0.26 |