| Literature DB >> 28400572 |
S Skeoch1,2, P L Hubbard Cristinacce3,4, H Williams5, P Pemberton6, D Xu7, J Sun7, J James5, C Yuan7, T Hatsukami7, P D Hockings8,9, M Y Alexander10, J C Waterton3, I N Bruce11,12.
Abstract
In rheumatoid arthritis (RA), chronic inflammation is thought to drive increased cardiovascular risk through accelerated atherosclerosis. It may also lead to a more high-risk plaque phenotype. We sought to investigate carotid plaque phenotype in RA patients using Dynamic Contrast-Enhanced MRI (DCE-MRI) and Fludeoxyglucose Positron Emission Tomography(FDG-PET). In this pilot study, RA patients and age/sex-matched controls were evaluated for cardiovascular risk factors and carotid plaque on ultrasound. Subjects with plaque >2 mm thick underwent DCE-MRI, and a subgroup of patients had FDG-PET. Comparison of MRI findings between groups and correlation between clinical, serological markers and imaging findings was undertaken. 130 patients and 62 controls were recruited. Plaque was more prevalent in the RA group (53.1% vs 37.0%, p = 0.038) and was independently associated with IL6 levels (HR[95%CI]: 2.03 [1.26, 3.26] per quartile). DCE-MRI data were available in 15 patients and 5 controls. Higher prevalence of plaque calcification was noted in RA, despite similar plaque size (73.3% vs 20%, p = 0.04). FDG-PET detected plaque inflammation in 12/13 patients scanned and degree of inflammation correlated with hs-CRP (r = 0.58, p = 0.04). This study confirms increased prevalence of atherosclerosis in RA and provides data to support the hypothesis that patients have a high-risk plaque phenotype.Entities:
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Year: 2017 PMID: 28400572 PMCID: PMC5429790 DOI: 10.1038/s41598-017-00989-w
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Figure 1Identification of VOIs on PET-MRI. ROIs were drawn around the borders of plaque on each slice where plaque was seen (an example is seen in the axial image (A), yellow arrow points to VOI border). An equivalent number of ROIs are drawn around vessel wall on slices where no plaques are seen (an example is seen in (B)). An example of the ROIs on a sagittal section can be seen in (C) where each arrow points to the two defined ROIs, the superior one includes the atheromatous wall while the inferior ROI is of non-atheromatous wall.
Figure 2Schematic flow of data collection in patients and controls recruited into the study.
Cohort Characteristics.
| Variable | Patients (n = 130) | Controls (n = 62) | p-value |
|---|---|---|---|
| Traditional risk factors | |||
| Sex (f) | 99 (76.15) | 48 (82.76) | 0.311 |
| Age (years) | 55.44 (48.83, 61.87) | 56.53 (50.38, 59.33) | 0.957 |
| Prior CVE | 2 (1.54) | 1 (1.67) | 0.878 |
| Smoker | 18 (13.85) | 4 (6.45) | 0.133 |
| TC:HDL | 3.22 (2.68, 4.13) | 3.28 (2.69, 3.87) | 0.515 |
| TC (mmol/l) | 5.1 (4.6, 5.8) | 5.5 (5.0, 6.1) | 0.013 |
| LDL (mmol/l) | 2.96 (2.52, 3.6) | 3.27 (2.68, 3.82) | 0.068 |
| HDL (mmol/l) | 1.6 (2.82, 1.96) | 1.71 (1.42, 2.06) | 0.047 |
| Diabetes | 2 (1.54) | 1 (1.67) | 0.861 |
| Fasting glucose (mmol/l) | 4.9 (4.6, 5.3) | 5.2 (4.8, 5.5) | 0.016 |
| Hypertension | 23 (17.69) | 2 (3.85) | 0.0142 |
| Systolic BP (mmHg) | 136 (124, 148) | 127 (117, 142) | 0.009 |
| Diastolic BP (mmHg) | 81 (76, 89) | 78.5 (74, 86) | 0.213 |
| Family history of CVE | 43 (33.08) | 17 (28.33) | 0.497 |
| Non classical risk markers | |||
| hs-CRP (mg/l) | 2.89 (1.01, 6.18) | 0.79 (0.35, 2.05) | <0.001 |
| TNF (pg/ml) | 1 (1, 45.3) | 1 (1, 1) | 0.125 |
| IL-6 (pg/ml) | 1.99 (0.25, 4.69) | 0.52 (0.25, 1.46) | <0.001 |
| I-CAM (ng/ml) | 146.7 [117.5, 186.1] | 121.7 [106.9, 154.1] | 0.004 |
| V-CAM1 (ng/ml) | 368.5 (314.6, 449.2) | 375.2 (327.7, 435.45) | 0.748 |
| E-selectin (ng/ml) | 7.24 (4.18, 15.89) | 4.51 (1.37, 6.50) | 0.001 |
| P-selectin (ng/ml) | 32.41 (25.71, 39.92) | 29.69 (24.27, 36.29) | 0.140 |
| Carotid plaque | 69 (53.08) | 23 (37.01) | 0.038 |
| RA disease characteristics | |||
| Disease duration | 10.2 (5.3, 20.9) | — | — |
| DAS-28 score | 4.62 (3.76, 5.47) | — | — |
| HAQ score | 1.36 (0.50, 2.13) | — | — |
| RF positive | 97 (74.62) | — | — |
| ACPA positive | 107 (82.31) | — | — |
| Seropositive (ACPA+/or RF) | 114 (87.69) | — | — |
| Extra-articular disease | 35 (26.9) | — | — |
| Current methotrexate use | 80 (61.5) | — | — |
| Any DMARD therapy (including biologics) | 115 (88.5) | — | — |
| Current biologic therapy | 38 (29.2) | — | — |
| Current oral glucocorticoids | 15 (11.5) | — | — |
Median (IQR) or Frequency (%) where variables are categorical. CVE: cardiovascular event, TC: total cholesterol, LDL: low density lipoprotein, HDL: high density lipoprotein, ACPA: anti citrullinated peptide antibody, RF: rheumatoid factor, DAS28: disease activity 28 score, HAQ: health assessment questionnaire, hs-CRP: high sensitivity C-reactive protein, IL-6: interleukin 6, I-CAM: intercellular adhesion molecule, VCAM-1: vascular cellular adhesion molecule 1.
Factors associated with presence of carotid plaque in patients.
| Predictor | Unadjusted OR (CI 95%) | OR(CI95%) with age adjustment | OR (95%CI) with adjustment for traditional Risk factorsΔ | OR (95%CI) in fully adjusted model† |
|---|---|---|---|---|
| Age (years) | 1.10 (1.04, 1.15) | — | — | 1.10 (1.04, 1.18) |
| Gender (Male) | 0.93 (0.41, 2.07) | 0.89 (0.36, 2.18) | — | — |
| Current smoker | 2.60 (0.87, 7.77) | 4.34 (1.30, 14.45) | — | 8.523 (0.872, 88.13) |
| Hypertension | 1.47 (0.58, 3.69) | 1.02 (0.38, 2.73) | — | — |
| TC:HDL | 1.11 (0.85, 1.44) | 1.15 (0.86, 1.55) | — | — |
| Glucose | 1.06 (0.79, 1.44) | 1.07 (0.80, 1.44) | — | |
| Disease duration (years) | 1.02 (0.99, 1.06) | 1.02 (0.97, 1.05) | — | — |
| DAS28 | 1.66 (1.18, 2.31) | 1.38 (1.02, 1.89) | 1.5 (1.059, 2.35) | — |
| HAQ* | 1.63 (1.11, 2.41) | 1.50 (1.00, 2.25) | 1.45 (0.90, 2.35) | — |
| Extra-articular disease | 0.92 (0.45, 1.90) | 0.81 (0.371, 1.75) | 0.72 (0.27, 1.89) | — |
| Seropositivity | 1.17 (0.41, 3.34) | 1.17 (0.55, 5.3) | 0.80 (0.213, 3.06) | — |
| Current biologic therapy | 1.06 (0.49, 2.27) | 1.52 (0.649, 2.268) | 1.41 (0.554, 2.58) | — |
| Traditional DMARD therapy | 0.792 (0.341, 1.84) | 0.690 (0.32, 1.48) | 0.792 (0.341, 1.84) | — |
| Current oral glucocorticoid therapy | 0.993 (0.337, 2.92) | 0.991 (0.310, 3.17) | 0.884 (0.249, 3.13) | — |
| hsCRP * | 1.52 (1.10, 2.12) | 1.41 (1.00, 1.99) | 1.40 (0.96, 2.06) | — |
| IL-6 * | 1.45 (1.06, 1.98) | 1.40 (1.01, 1.96) | 1.55 (1.07, 2.25) | 2.03 (1.26, 3.26) |
| VCAM-1 | 1.004 (1.001, 1.007) | 1.003 (1.00, 1.007) | 1.002 (0.99, 1.006) | — |
| ICAM | 1.007 (1.002, 1.012) | 1.007 (1.001, 1.01) | 1.004 (0.997, 1.010) | — |
| E-selectin | 1.020 (1.0, 1.041) | 1.022 (0.998, 1.045) | 1.01 (0.99, 1.03) | — |
| P-selectin | 0.996 (0.970, 1.02) | 0.987 (0.959, 1.01) | 0.99 (0.96, 1.03) | — |
Quartiles where*. ΔAdjusted for age, gender, hypertension, smoking, TC:HDL, glucose. †Stepwise logistic regression with significance level set at <0.1. Variables included in model: age, gender, hypertension, smoking, TC:HDL, DAS28, HAQ, hs-CRP, IL-6, biologic therapy traditional DMARd therapy and current oral glucocorticoid therapy. Traditional DMARD therapy includes: methotrexate, sulfasalazine, hydroxychloroquine, leflunomide, gold.
Figure 3Representative images acquired during MRI. The small yellow arrows correspond to the outer border of plaque, the green arrows highlight an area of calcification within plaque and *highlights the lumen in each sequence. (A) A 2D time of flight with the yellow arrow pointing towards the bifurcation. (B) A black blood sagittal oblique section through the bifurcation. (C) A corresponding cross sectional black blood imaging sequence through the common carotid artery bifurcation where plaque can be seen at the posterior aspect of the vessel wall. (D) A corresponding bright blood image at the same level. (E) A DCE parameter map of the cross sectional image. Ktrans is estimated using a Patlak model and a Ktrans map is generated. The Ktrans signal is shown in green. The boundaries of the plaque defined on the T1 weighted sequence are applied to this map to estimate the Ktrans measurement within the plaque. The white arrow highlights the Ktrans signal within the plaque area.
Differences in plaque characteristics on MRI and traditional risk factors between the groups. Median (IQR) or frequency (%) where*.
| Characteristics | Patient | Control | P value |
|---|---|---|---|
| Plaque characteristics | |||
| Plaque volume (mm3) | 351.64 (217.14, 453.12) | 309.93 (149.93, 706.12) | 0.813 |
| | 0.0448 (0.030, 0.785) | 0.0822 (0.569, 0.104) | 0.194 |
| | 0.070 (0.050, 0.097) | 0.0478 (0.043, 0.274) | 0.484 |
| Remodelling index | 0.510 (0.480,0.60) | 0.60 (0.485, 0.645) | 0.483 |
| Calcium present* | 11 (73.33) | 1 (20.00) | 0.038 |
| LRNC present* | 13 (86.67) | 4 (80.00) | 0.560 |
| LRNC volume (mm3) | 29.12 (15.20, 49.16) | 61.26 (25.28, 95.38) | 0.358 |
| Traditional risk factors | |||
| Age (years) | 59.6 (56.2, 64.9) | 59.0 (52.5, 65.5) | 0.57 |
| Current smoker | 2 (13.3) | 0 | — |
| LDL (mmol/L) | 2.96 (2.13, 2.28) | 3.87 (3.28, 4.33) | 0.081 |
| HDL (mmol/L) | 1.55 (1.17, 2.01) | 1.33 (1.25, 1.72) | 0.860 |
| TC:HDL | 3.33 (2.48, 4.04) | 4.36 (3.77, 4.87) | 0.176 |
| Systolic BP (mmHg) | 147 (129, 161) | 127 (117, 140) | 0.079 |
| Diastolic BP (mmHg) | 87 (79, 89) | 78 (71, 89) | 0.342 |
| History of hypertension | 1 (6.67) | 0 | |
| History of diabetes | 0 | 0 | |
| History of clinical CVD | 1 (6.67) | 0 | |
K trans: transfer constant, v p: partial volume of plasma, LRNC: lipid rich necrotic core, LDL low density lipoprotein, HDL: high density lipoprotein, BP: blood pressure.
Figure 4Provides an example of a carotid FDG-PET-MRI in an RA patient. (A) A cross sectional image at the level of the plaque. (B) Provides a more magnified image of the plaque on this slice which demonstrates increased uptake around the vessel wall where plaque has been identified (highlighted by the red arrow). (C) A coronal section in the same patient with the red arrow highlighting the area of increased uptake within the plaque in this view.