| Literature DB >> 26928214 |
Anselm Mak1,2, Roger Chun-Man Ho3,4, Han-Ying Tng5, Hui Li Koh5, Joanna Su Xian Chong5, Juan Zhou5,6.
Abstract
We examined if cerebral volume reduction occurs very early during the course of systemic lupus erythematosus (SLE), and observed prospectively whether gray (GMV) and white matter volumes (WMV) of the brain would improve with lowered SLE disease activity. T1-weighted MRI brain images were obtained from 14 healthy controls (HC) and 14 newly-diagnosed SLE patients within 5 months of diagnosis (S1) and after achieving low disease activity (S2). Whole brain voxel-based morphometry was used to detect differences in the GMV and WMV between SLE patients and HC and those between SLE patients at S1 and S2. SLE patients were found to have lower GMV than HC in the middle cingulate cortex, middle frontal gyrus and right supplementary motor area, and lower WMV in the superior longitudinal fasciculus, cingulum cingulate gyrus and inferior fronto-occipital fasciculus at both S1 and S2. Whole-brain voxel-wise analysis revealed increased GMV chiefly in the prefrontal regions at S2 compared to S1 in SLE patients. The GMV increase in the left superior frontal gyrus was significantly associated with lowered SLE disease activity. In conclusion, GMV and WMV reduced very early in SLE patients. Reduction of SLE disease activity was accompanied by region-specific GMV improvement in the prefrontal regions.Entities:
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Year: 2016 PMID: 26928214 PMCID: PMC4772001 DOI: 10.1038/srep22231
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Demographic and clinical characteristics of SLE patients and controls.
| SLE patients atdiagnosis (S1) (N = 14) | SLE patients after diseasecontrol (S2) (N = 14) | Healthy controls(N = 14) | p Value | |
|---|---|---|---|---|
| Mean (SD) | ||||
| Demographics | ||||
| Age, years | 39.38 (13.9) | 34.07 (14.4) | NS | |
| Gender, female (%) | 12 (85.70) | 12 (85.70) | NS | |
| Presenting clinical features of SLE | ||||
| Rash | 10 (71.4) | |||
| Arthritis | 10 (71.4) | |||
| Raynaud’s phenomenon | 1 (7.14) | |||
| Proliferative glomerulonephritis | 6 (42.9) | |||
| Serositis Clinical parameters | 1 (71.4) | |||
| SLEDAI | 9.93 (5.7) | 2.64 (1.4) | — | <0.001 |
| C3, mg/dL | 70.46 (25.0) | 89.08 (17.8) | — | 0.009 |
| C4, mg/dL | 15.42 (10.9) | 20.67 (8.8) | — | 0.020 |
| Anti-dsDNA, IU | 132.50 (111.3) | 83.42 (94.0) | — | 0.064 |
| Prednisolone, mg/day | 15.32 (18.4) | 3.82 (3.5) | — | 0.023 |
| Cumulative prednisolone dose, gm | 1.76 (2.1) | — | — | |
| Medications, number (%) | ||||
| Prednisolone | 14 (100) | 11 (78.6) | — | 0.222 |
| Hydroxychloroquine | 8 (57.1) | 10 (71.4) | — | 0.695 |
| Azathioprine | 3 (21.4) | 8 (57.1) | — | 0.120 |
| Cyclophosphamide | 4 (28.6) | 0 (0) | — | 0.098 |
| Mycophenolate mofetil | 0 (0) | 1 (7.1) | — | 1.000 |
| Methotrexate | 1 (7.1) | 1 (7.1) | — | 1.000 |
| Leflunomide | 0 (0) | 1 (7.1) | — | 1.000 |
| Serum CVS risk factors | ||||
| HDL-c, mmol/L | 1.50 (0.4) | — | — | |
| LDL-c, mmol/L | 2.94 (0.6) | — | — | |
| TG, mmol/L | 1.21 (0.6) | — | — | |
| HbA1c, % | 5.4 (0.5) | — | — | |
| Cardiac Index | 3.46 (0.9) | — | — | |
| Time between SLE diagnosis andfirst scan, days (range) | 36.86 ± 35.5 (8–143) | |||
| Interval between S1 and S2,days (range) | 504.92 ± 267.0 (196–1088) | |||
| WASI Scores | ||||
| Verbal | 96.23 (15.59) | 99.00(14.43) | 100.43 (11.01) | 0.424 |
| Performance | 101.50 (19.84) | 105.21 (18.98) | 104.86 (11.60) | 0.589 |
| Full IQ | 99.31 (17.10) | 104.86 (11.60) | 103.14 (11.22) | 0.494 |
†A single patient could present with more than one clinical manifestations of SLE. Abbreviations: S1 = time of first MRI scan at diagnosis, S2 = time of the second MRI scan after disease control, SD = standard deviation, NS = not significant, SLEDAI = Systemic Lupus Erythematosus Disease Activity Index, IU = International Unit, CVS = cardiovascular, HDL-c = high-density lipoprotein, LDL = low-density lipoprotein, TG = triglyceride, HbA1c = glycated haemoglobin, WASI = Wechsler Abbreviated Scale of Intelligence.
Figure 1Gray matter volume changes in SLE patients before and after sufficient immunosuppressive treatment and attaining low lupus disease activity as compared to healthy controls.
Areas of reduced gray matter volume (GMV) in SLE patients at diagnosis (in red) and after attaining low lupus disease activity (in blue) compared with controls are presented. Regions of overlap are highlighted in magenta, including bilateral MCC, right ROL, bilateral ORBinf, right ORBmid, bilateral INS, and right SMA. Results were thresholded at p < 0.01 family-wise error with minimum cluster size of 50 voxels. Abbreviations: MCC = middle cingulate cortex, ROL = rolandic operculum, ORBinf = inferior frontal gyrus, orbital part, ORBmid = middle frontal gyrus, orbital part, INS = insula, SMA = supplementary motor area, L = left side, l = left, r = right.
Brain regions showing reduced grey matter volume in SLE patients when compared to healthy controls.
| Brain regions | L/R | At diagnosis (S1) | After attaining low SLE activity (S2) | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| MNI Coordinates (mm) | Analysis | MNI Coordinates (mm) | Analysis | ||||||||
| x | y | z | t-stats | size | x | y | z | t-stats | size | ||
| ORBinf/TPOmid | L | −30 | 21 | −35 | 6.56 | 177 | −26 | 18 | −24 | 6.50 | 70 |
| INS/ORBinf | R | 28 | 15 | −17 | 6.64 | 255 | 36 | 21 | −20 | 7.66 | 996 |
| IFGtri/INS | L | −27 | 30 | −2 | 6.83 | 203 | −32 | 30 | −3 | 6.71 | 146 |
| ITG | L | −42 | −12 | −29 | 6.96 | 119 | −56 | −67 | −18 | 6.50 | 54 |
| MCC | L | 12 | −12 | 49 | 7.82 | 443 | 14 | −10 | 51 | 7.27 | 436 |
| MFG/SFG | R | 20 | 53 | 3 | 7.67 | 231 | 21 | 53 | 3 | 7.31 | 180 |
| ORBmid | R | 22 | 68 | −11 | 7.07 | 611 | 22 | 68 | −12 | 6.91 | 97 |
| ROL/IFGoperc | R | 57 | 9 | 3 | 8.33 | 729 | 36 | 21 | −20 | 7.66 | 996 |
| LING | L | −16 | −57 | −8 | 6.55 | 109 | — | — | — | — | — |
| CB | L | −20 | −72 | −35 | 6.55 | 224 | — | — | — | — | — |
| IFGoperc/PreCG | L | −38 | 5 | 22 | 7.39 | 249 | — | — | — | — | — |
| IPL | L | −39 | −52 | 46 | 7.38 | 171 | — | — | — | — | — |
| TPO | R | 46 | 27 | −23 | 6.67 | 140 | — | — | — | — | — |
| MCC | R | 9 | −36 | 43 | 6.83 | 148 | |||||
| PreCG | L | −21 | −30 | 55 | 7.16 | 120 | |||||
| SFG | R | 22 | −6 | 51 | 6.67 | 61 | |||||
| PCL/PCUN | R | — | — | — | — | — | 10 | −39 | 57 | 6.92 | 120 |
| SMA/MCC | R | — | — | — | — | — | 10 | 14 | 48 | 7.28 | 227 |
| SMA/MCC | L | — | — | — | — | — | 14 | −10 | 51 | 7.27 | 436 |
| CUN/PCUN | R | — | — | — | — | — | 14 | −75 | 37 | 6.79 | 150 |
| MTG | R | — | — | — | — | — | 49 | −58 | 12 | 6.86 | 93 |
Regions having reduced GMV in SLE patients compared to healthy controls were reported at a height threshold of p < 0.01 family-wise error corrected with the minimum cluster size of 50 voxels (p < 0.05 extent threshold). S1: Regions of Interest (ROIs) having reduced GMV in SLE patients at diagnosis. S2: ROIs having reduced GMV in SLE patients after attaining low SLE disease activity. The t-stats and coordinates (x, y and z in mm) of the peak voxel within each cluster are given. The size of each cluster (number of voxels) are also provided (each voxel equals to 1.5 mm3).
Abbreviations: L = left, R = right, ORBinf = inferior frontal gyrus (orbital part), IFGtri = inferior frontal gyrus (triangular part), ITG = inferior temporal gyrus, MCC = middle cingulate cortex, MFG = middle frontal gyrus, ORBmid = middle frontal gyrus (orbital part), INS = insula, ROL = rolandic operculum, SFGdor = superior frontal gyrus (dorsolateral), LING = lingual gyrus, CB = cerebellum, TPO = temporal pole, IFGoperc = inferior frontal gyrus (opercular part), PreCG = precentral gyrus, IPL = inferior parietal, excluding supramarginal and angular gyri, PCL = paracentral lobule, PCUN = precuneus, SMA = supplementary motor area, CUN = cuneus, MTG = middle temporal gyrus.
Figure 2White matter volume changes in SLE patients before and after sufficient immunosuppressive treatment and attaining low lupus disease activity as compared to healthy controls.
Areas of reduced white matter volume (WMV) in SLE patients at diagnosis (in red) and after attaining low lupus disease activity (in blue) compared with controls. Regions of overlap are highlighted in magenta, including bilateral SLF, bilateral CST, bilateral CCG, bilateral IFOF, and bilateral FMN, right ATR. Results were thresholded at p < 0.05 family-wise error with minimum cluster size of 50 voxels. Abbreviations: SLF = superior longitudinal fasciculus, CST = corticospinal tract, CCG = cingulum cingulate gyrus, IFOF = inferior fronto-occipital fasciculus, FMN = forceps minor, ATR = anterior thalamic radiation, L = left side, l = left, r = right.
Brain regions showing reduced white matter volume in SLE patients when compared to healthy controls.
| Brainregions | L/R | At diagnosis (S1) | After attaining low SLE activity (S2) | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| MNI Coordinates (mm) | Analysis | MNI Coordinates (mm) | Analysis | ||||||||
| x | y | z | t-stats | size | x | y | z | t-stats | size | ||
| ATR | L | −14 | 38 | 38 | 6.93 | 488 | −14 | 38 | 38 | 6.20 | 133 |
| ATR | R | 21 | 56 | −9 | 6.98 | 549 | 21 | 57 | 12 | 6.34 | 238 |
| CST | L | −8 | −24 | 63 | 6.50 | 1335 | −8 | −24 | 63 | 6.19 | 219 |
| CST | R | 15 | −20 | 53 | 6.52 | 1297 | 11 | −30 | 66 | 6.11 | 733 |
| CCG | L | −12 | 38 | 38 | 6.92 | 348 | −9 | 38 | 39 | 6.28 | 147 |
| CCG | R | 12 | 11 | 41 | 6.27 | 364 | 12 | 14 | 39 | 6.31 | 300 |
| FMN | L/R | −14 | 38 | 36 | 6.81 | 841 | 21 | 59 | 11 | 6.45 | 532 |
| IFOF | L | −12 | 38 | 39 | 6.86 | 295 | −11 | 38 | 39 | 6.23 | 126 |
| IFOF | R | 20 | 56 | −9 | 6.97 | 811 | 20 | 56 | −9 | 6.28 | 103 |
| SLF | L | −14 | 36 | 39 | 6.80 | 1065 | −23 | −6 | 51 | 6.21 | 221 |
| SLF | R | 47 | 5 | 14 | 6.30 | 433 | 23 | −39 | 56 | 6.00 | 110 |
| FMJ | L/R | 14 | −93 | 0 | 6.69 | 1110 | — | — | — | — | — |
| ILF | R | 42 | −57 | −2 | 6.06 | 209 | — | — | — | — | — |
| UF | L | −14 | 38 | 39 | 6.88 | 83 | — | — | — | — | — |
| UF | R | 23 | 54 | −11 | 6.45 | 119 | — | — | — | — | — |
Regions having reduced WMV in SLE patients compared to healthy controls were reported at the height threshold of p < 0.05 family-wise error corrected with the minimum cluster size of 50 voxels (p < 0.05 extent threshold). S1: Controls versus SLE patients at diagnosis. S2: Controls versus SLE patients after sufficient disease control. The t-stats and coordinates (x, y and z in mm) of the peak voxel within each cluster are given. The size of each cluster (number of voxels) are also provided (each voxel equals to 1.5 mm3).
Abbreviations: L = left, R = right. ATR = anterior thalamic radiation, CST = corticospinal tract, CCG = cingulum cingulate gyrus, FMN = forceps minor, IFOF = inferior fronto-occipital fasciculus, SLF = superior longitudinal fasciculus, FMJ = forceps major, ILF = inferior longitudinal fasciculus, UF = ucinate fasciculus.
Figure 3Relationship between changes in gray matter volume and disease activity in SLE patients after sufficient disease control.
(A) Areas of improvement of gray matter volume (GMV) in SLE patients after disease control included bilateral superior frontal gyrus, left middle frontal gyrus, right supplementary motor area, right precentral gyrus and right postcentral gyrus (p < 0.001 uncorrected with minimum cluster size of 980 voxels). (B) Scatterplot of significant Spearman correlation between changes in gray matter volume and SLEDAI after attainment of low SLE disease activity in SLE patients. Abbreviations: MFG = middle frontal gyrus, SFG = superior frontal gyrus, SFG(orb) = superior frontal gyrus (orbital part), SMA = supplementary motor area, PreCG = precentral gyrus, PostCG = postcentral gyrus, SFG = superior frontal gyrus, SLEDAI = Systemic Lupus Erythematosus Disease Activity Index, L = left side, l = left, r = right.
Brain regions showing increased gray matter volume (GMV) after treatment.
| Brain regions | L/R | Patient After > Patient Before (Gray Matter Volume) | |||||
|---|---|---|---|---|---|---|---|
| MNI Coordinates (mm) | Analysis | ||||||
| x | y | z | t-stats | size | p-value | ||
| SFG/SFG (orb) | L | −21 | 56 | 21 | 5.04 | 1771 | 0.0002264 |
| SFG/MFG | L | −24 | 18 | 64 | 5.01 | 1330 | 0.0002387 |
| PreCG/PostCG | R | 28 | −33 | 73 | 4.84 | 1051 | 0.00032287 |
| SFG/SMA | R | 27 | 18 | 64 | 4.70 | 1426 | 0.00041522 |
Regions having increased GMV in SLE patients were reported at the height threshold of p < 0.001 uncorrected with the minimum cluster size of 980 voxels. Coordinates (x, y and z) are given in mm according to MNI space. The t-stats and p-values of the peak coordinates within each clusters are provided in the table.
Abbreviations: L = left, R = right, SFG = superior frontal gyrus, SFG (orb) = superior frontal gyrus (orbital part), MFG = middle frontal gyrus, SMA = supplementary motor area, PreCG = precentral gyrus, PostCG = postcentral gyrus.