| Literature DB >> 29041949 |
Beatriz Tejera-Segura1, Raquel López-Mejías2, María Jesús Domínguez-Luis1, Antonia M de Vera-González3, Alejandra González-Delgado2, Begoña Ubilla2, José M Olmos4, José L Hernández4, Miguel A González-Gay5,6,7,8, Iván Ferraz-Amaro9.
Abstract
BACKGROUND: The precise mechanism linking systemic inflammation with insulin resistance (IR) in rheumatoid arthritis (RA) remains elusive. In the present study, we determined whether the incretin-insulin axis and incretin effect are disrupted in patients with RA and if they are related to the IR found in these patients.Entities:
Keywords: Incretins; Insulin resistance; Rheumatoid arthritis
Mesh:
Substances:
Year: 2017 PMID: 29041949 PMCID: PMC5645916 DOI: 10.1186/s13075-017-1431-9
Source DB: PubMed Journal: Arthritis Res Ther ISSN: 1478-6354 Impact factor: 5.156
Demographics, analytical data, and disease-related characteristics of patients with rheumatoid arthritis and control subjects
| Control subjects ( | Patients with RA ( |
| |
|---|---|---|---|
| Age, years | 58 ± 9 | 53 ± 11 |
|
| Female sex, | 148 (70) | 120 (79) | 0.052 |
| Body mass index, kg/m2 | 28 ± 5 | 28 ± 5 | 0.78 |
| Waist circumference, cm | 92 ± 14 | 96 ± 13 |
|
| Cardiovascular risk factors, | |||
| Smoking | 42 (20) | 26 (17) | 0.51 |
| Hypertension | 58 (27) | 45 (30) | 0.65 |
| Dyslipidemia | 33 (15) | 54 (36) |
|
| Diabetes | 0 (0) | 0 (0) | – |
| Medication | |||
| Statins | 14 (6) | 43 (28) |
|
| Antihypertensive treatment | 35 (16) | 45 (30) |
|
| Analytical data | |||
| CRP, mg/dl | 1.0 (1.0–3.0) | 3.2 (1.5–5.8) |
|
| ESR, mm/h | 10 ± 8 | 34 ± 22 |
|
| Triglycerides, mg/dl | 104 ± 50 | 144 ± 92 |
|
| HDL cholesterol, mg/dl | 63 ± 18 | 56 ± 15 |
|
| LDL cholesterol, mg/dl | 135 ± 34 | 121 ± 31 |
|
| Total cholesterol, mg/dl | 219 ± 37 | 206 ± 36 |
|
| Lipoprotein A, mg/dl | 16 (9–39) | 35 (11–121) |
|
| Apolipoprotein A1, mg/dl | 191 ± 35 | 170 ± 28 |
|
| Apolipoprotein B, mg/dl | 102 ± 24 | 110 ± 63 | 0.11 |
| ApoB/ApoA ratio | 0.55 ± 0.16 | 0.66 ± 0.30 |
|
| Atherogenic index | 3.7 ± 4.0 | 4.0 ± 3.6 | 0.10 |
| Disease-related data | |||
| Disease duration, years | 6.6 (3.3–13.9) | ||
| ACPA, | 89 (59) | ||
| Rheumatoid factor, | 109 (72) | ||
| Erosions, | 55 (36) | ||
| Extra-articular manifestations, | 16 (11) | ||
| DAS28-ESR | 3.7 ± 1.2 | ||
| DAS28-CRP | 2.9 ± 1.0 | ||
| SDAI | 15 (8–21) | ||
| CDAI | 9 (5–16) | ||
| HAQ | 0.630 (0.380–1.130) | ||
| Current prednisone, | 57 (38) | ||
| Prednisone current doses, mg/day | 5 (5–6) | ||
| NSAIDs, | 69 (46) | ||
| DMARDs, | 129 (85) | ||
| Methotrexate, | 113 (75) | ||
| Biologic drugs, | 35 (23) | ||
| Anti-TNF-α drugs, | 20 (13) | ||
Abbreviations: ACPA Anticitrullinated peptide/protein antibody, Apo Apolipoprotein, BMI Body mass index, CDAI Clinical Disease Activity Index, CRP C-reactive protein, DAS28 Disease Activity Score in 28 joints, DMARD Disease-modifying antirheumatic drug, ESR Erythrocyte sedimentation rate, HAQ Health Assessment Questionnaire, HDL High-density lipoprotein, LDL Low-density lipoprotein, NSAID Nonsteroidal anti-inflammatory drug, RA Rheumatoid arthritis, SDAI Simplified Disease Activity Index, TNF-α Tumor necrosis factor-α
Current prednisone doses pertain to prednisone users only. Data are expressed as mean ± SD or median (IQR). Dichotomous variables are expressed as count and percent. p<0.05 are depicted in bold
Linear regression analysis of differences in carbohydrate metabolism molecules, incretin hormones, and insulin resistance indexes between patients with rheumatoid arthritis and control subjects
| Univariate model | Adjusted model | Adjusted model + GC | |||||
|---|---|---|---|---|---|---|---|
| Control subjects ( | Patients with RA ( |
| β Coefficient (95% CI) |
| β Coefficient (95% CI) |
| |
| Glucose, mg/dl | 90 ± 10 | 88 ± 19 | 0.21 | 3 (−1 to 7) | 0.37 | 1 (−4 to 5) | 0.71 |
| Insulin, U/ml | 9.8 ± 6.5 | 13.0 ± 13.4 |
| 3.0 (0.2 to 5.8) |
| 3.2 (0.1 to 6.4) |
|
| C-peptide, ng/ml | 1.53 ± 0.77 | 3.37 ± 2.94 |
| 2.13 (1.56 to 2.69) |
| 1.98 (1.35 to 2.61) |
|
| GLP-1, ng/ml | 0.49 ± 1.28 | 0.71 ± 0.22 | 0.06 | 0.31 (0.25 to 0.38) |
| 0.32 (0.25 to 0.39) |
|
| GIP, ng/ml | 0.37 ± 0.40 | 1.78 ± 0.51 |
| 1.35 (1.19 to 1.51) |
| 1.33 (1.15 to 1.51) |
|
| DPP-4, ng/ml | 811 ± 459 | 696 ± 301 |
| −112 (−213 to −10) |
| −85 (−199 to 30) | 0.15 |
| HOMA2 insulin | |||||||
| HOMA2-IR | 1.27 ± 0.82 | 1.65 ± 1.69 |
| 0.38 (0.03 to 0.74) |
| 0.39 (−0.01 to 0.79) | 0.054 |
| HOMA2-%S | 108 ± 75 | 105 ± 53 | 0.65 | −19 (3 to −35) |
| −25 (−7 to −42) |
|
| HOMA2-%B | 111 ± 45 | 134 ± 69 |
| 8 (−8 to 23) | 0.33 | 13 (−4 to 31) | 0.14 |
| HOMA2 C-peptide | |||||||
| HOMA2-IR | 1.13 ± 0.58 | 2.49 ± 2.35 |
| 1.63 (−1.18 to 2.09) |
| 1.51 (1.00 to 2.02) |
|
| HOMA2-%S | 115 ± 75 | 67 ± 41 |
| −51 (−68 to −34) |
| −45 (−64 to −28) |
|
| HOMA2-%B | 104 ± 36 | 180 ± 82 |
| 71 (55 to 88) |
| 74 (55 to 93) |
|
Abbreviations: DPP-4 Dipeptidyl peptidase 4, GC Glucocorticoid, GIP Gastric inhibitory polypeptide, GLP-1 Glucagon-like peptide 1, HOMA Homeostatic model assessment, HOMA2-%B Homeostatic model assessment of β-cell production calculated with C-peptide, HOMA2-IR Homeostatic model assessment calculated with insulin, RA Rheumatoid arthritis
Adjusted model for age, sex, waist circumference, dyslipidemia, statins, antihypertensive treatment, and C-reactive protein and cholesterol levels. Analytical data represent unadjusted values: β coefficient (95% CI). p<0.05 are depicted in bold
Inflammatory markers, disease-related data, and disease activity scores: univariate relationship with insulin and C-peptide serum levels, incretins, dipeptidyl peptidase 4, and homeostatic model assessment calculated with insulin indexes
| β Coefficient (95% CI), | |||||||
|---|---|---|---|---|---|---|---|
| Insulin, U/ml | C-peptide, ng/ml | GLP-1, ng/ml | GIP, ng/ml | DPP-4, ng/ml | HOMA2-IR insulin | HOMA2-%B C-peptide | |
| CRP, mg/dl | 0.02 (−0.05 to 0.08), 0.61 | 0.01 (−0.02 to 0.03), 0.09 | 0.00 (−0.00 to 0.00), 0.70 | 0.00 (−0.00 to 0.01), 0.44 | −1 (−4 to 2), 0.64 | 0.00 (−0.01 to 0.01), 0.61 |
|
| ESR, mm/h | −0.01 (−0.10 to 0.09), 0.88 | 0.00 (−0.02 to 0.03), 0.67 | 0.00 (−0.00 to 0.00), 0.47 |
| 1 (−1 to 3), 0.37 | −0.00 (−0.01 to 0.01), 0.90 | 0.08 (−0.50 to 0.66), 0.79 |
| Disease duration, years | −0.03 (−0.27 to 0.20), 0.78 | 0.01 (−0.05 to 0.06), 0.82 | −0.00 (−0.01 to 0.00), 0.40 | 0.01 (−0.00 to 0.02), 0.20 | 2 (−3 to 8), 0.40 | −0.00 (−0.03 to 0.03), 0.82 | −0.51 (−1.95 to 0.94), 0.49 |
| ACPA |
|
| 0.02 (−0.07 to 0.10), 0.70 | −0.01 (−0.20 to 0.18), 0.91 |
| −0.57 (−1.14 to 0.01), 0.053 |
|
| Rheumatoid factor | −1.41 (−6.45 to 3.63), 0.58 | −0.10 (−1.21 to 1.01), 0.85 | 0.04 (−0.06 to 0.13), 0.44 | 0.10 (−0.10 to 0.31), 0.33 | 76 (−35 to 188), 0.18 | −0.13 (−0.77 to 0.50), 0.68 | −18.37 (−49.31 to 12.57), 0.24 |
| DAS28-ESR | −0.49 (−2.32 to 1.35), 0.60 | −0.01 (−0.41 to 0.40), 0.98 | 0.01 (−0.03 to 0.4), 0.65 | −0.04 (−0.12 to 0.03), 0.24 |
| −0.06 (−0.29 to 0.18), 0.64 | −0.79 (−12.11 to 10.53), 0.89 |
| DAS28-CRP | −0.22 (−2.43 to 2.00), 0.85 | 0.08 (−0.41 to 0.57), 0.75 | 0.01 (−0.03 to 0.05), 0.64 | −0.05 (−0.14 to 0.04), 0.30 | 45 (−5 to 94), 0.075 | −0.02 (−0.30 to 0.26), 0.88 | 3.33 (−10.31 to 16.97), 0.63 |
| SDAI | 0.00 (−0.10 to 0.11), 0.96 | 0.01 (−0.02 to 0.03), 0.61 | −0.00 (−0.00 to 0.00), 0.34 | 0.00 (−0.00 to 0.00), 0.99 | 1.49 (−0.87 to 3.85), 0.21 | 0.00 (−0.01 to 0.01), 0.97 | 0.38 (−0.26 to 1.03), 0.24 |
| CDAI | −0.06 (−0.36 to 0.23), 0.67 | −0.00 (−0.07 to 0.06), 0.90 | 0.00 (−0.00 to 0.01); 0.40 | −0.01 (−0.02 to 0.00); 0.075 |
| −0.01 (−0.05 to 0.03), 0.68 | 0.02 (−1.78 to 1.82), 0.98 |
| SDAI | −0.01 (−0.11 to 0.10), 0.92 | 0.00 (−0.02 to 0.03), 0.72 | −0.00 (−0.00 to 0.00), 0.28 | 0.00 (−0.00 to 0.01), 0.84 | 1.24 (−1.16 to 3.64), 0.31 | −0.00 (−0.01 to 0.01), 0.91 | 0.34 (−0.32 to 0.99), 0.31 |
| CDAI | 0.01 (−0.04 to 0.05), 0.73 | 0.00 (−0.01 to 0.01), 0.41 | 0.00 (−0.00 to 0.00), 0.35 | −0.00 (−0.00 to 0.00), 0.14 |
| 0.00 (−0.01 to 0.01), 0.72 | 0.12 (−0.16 to 0.39), 0.41 |
| Prednisone intake | 2.56 (−0.31 to 5.42), 0.080 |
|
|
|
| 0.34 (−0.02 to 0.70), 0.067 |
|
| Methotrexate | −9.9 (−44 to 25), 0.57 | −0.11 (−0.47 to 0.25), 0.55 | 0.02 (−0.07 to 0.11), 0.73 | 0.05 (−0.15 to 0.25), 0.60 | 36 (−76 to 147), 0.53 | −0.19 (−0.82 to 0.44), 0.55 | −5 (−36 to 25), 0.73 |
| Anti-TNF-α drugs | 28 (−16 to 72), 0.21 | 0.21 (−0.26 to 0.67), 0.39 | −0.10 (−0.21 to 0.02), 0.11 | 0.09 (−0.16 to 0.34), 0.48 | 30 (−113 to 173), 0.68 | 0.54 (−0.27 to 1.34), 0.19 | −12 (−51 to 27), 0.55 |
Abbreviations: ACPA Anticitrullinated peptide/protein antibody, CDAI Clinical Disease Activity Index, CRP C-reactive protein, DAS28 Disease Activity Score in 28 joints, DPP-4 Dipeptidyl peptidase 4, ESR Erythrocyte sedimentation rate, GIP Gastric inhibitory polypeptide, GLP-1 Glucagon-like peptide 1, HOMA2-%B Homeostatic model assessment of β-cell production calculated with C-peptide, HOMA2-IR Homeostatic model assessment calculated with insulin, SDAI Simplified Disease Activity Index, TNF-α Tumor necrosis factor-α. p<0.05 are depicted in bold
Multivariable analysis of relationship of incretins and dipeptidyl peptidase 4 with insulin resistance indexes
| β Coefficient (95% CI) | β Coefficient (95% CI) | |||||
|---|---|---|---|---|---|---|
| HOMA-IR |
|
| HOMA2%B-C-peptide |
|
| |
| GLP-1, ng/ml | ||||||
| Patients with RA | 0.00 (−0.93 to 0.93) | 0.99 | 0.068 |
|
|
|
| Control subjects |
|
| 37 (−22 to 96) | 0.22 | ||
| GIP, ng/ml | ||||||
| Patients with RA |
|
| 0.42 |
|
| 0.29 |
| Control subjects | 0.14 (−0.22 to 0.51) | 0.44 |
|
| ||
| DPP-4, ng/ml | ||||||
| Patients with RA |
|
| 0.39 |
|
| 0.71 |
| Control subjects |
|
|
|
| ||
Abbreviations: DPP-4 Dipeptidyl peptidase 4, GIP Gastric inhibitory polypeptide, GLP-1 Glucagon-like peptide 1, HOMA2-%B Homeostatic model assessment of β-cell production calculated with C-peptide, HOMA2-IR Homeostatic model assessment calculated with insulin, RA Rheumatoid arthritis
All analyses were adjusted for age, sex, waist circumference, dyslipidemia, statins, antihypertensive treatment, and CPR and cholesterol levels. GLP-1, GIP and DPP-4 are considered independent variables. β Coefficients of the relation of GLP-1, GIP and DPP-4 (independent variables) with HOMA2 indexes (dependent variables) are disclosed. p Values are the linear regression adjusted p values of these associations. p* Value refers to the statistical significance of the interaction factor when adding GLP-1 × RA, GIP × RA, and DPP-4 × RA as such interaction factors to the model. p<0.05 are depicted in bold
Glucose, insulin, C peptide, GIP and GLP-1 concentrations after meal test in RA patients and controls
| Glucose | p | Insulin | p | C peptide | p | GIP | p | GLP-1 | p | ||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Maximum response | Controls | 102 (96-141) | 0.11 | 27.2 (11.2-44.8) | 0.49 | 4.98 (2.99-6.03) | 0.20 | 1.49 (1.22-2.08) | 0.73 | 0.59 (0.24-0.61) | 0.73 |
| RA patients | 134 (127-138) | 26.8 (12.8-56.0) | 5.85 (3.98-7.96) | 1.48 (1.37-1.81) | 0.48 (0.45-0.62) | ||||||
| Minutes to max. response | Controls | 30 (30-240) | 0.39 | 30 (30-60) | 0.36 | 30 (30-60) |
| 150 (60-210) | 0.08 | 60 (60-120) | 0.34 |
| RA patients | 75 (45-90) | 45 (30-105) | 75 (60-105) | 45 (15-135) | 45 (30-105) | ||||||
| AUC | Controls | 691 ± 78 |
| 92 ± 52 | 0.87 | 21 ± 7 | 0.23 | 9 ± 2 | 0.69 | 3 ± 1 | 0.34 |
| RA patients | 843 ± 114 | 105 ± 84 | 35 ± 21 | 10 ± 2 | 3 ± 1 | ||||||
| Early response AUC | Controls | 195 ± 39 | 0.34 | 39 ± 23 | 0.99 | 7 ± 2 | 0.87 | 2.2 ± 0.3 | 0.28 | 0.7 ± 0.4 | 0.78 |
| RA patients | 217 ± 21 | 38 ± 29 | 7 ± 2 | 2.6 ± 0.6 | 0.8 ± 0.3 | ||||||
| Late response AUC | Controls | 411 ± 44 |
| 33 ± 24 | 0.37 | 11 ± 3 | 0.12 | 6.0 ± 1.0 | 0.61 | 1.7 ± 0.8 | 0.40 |
| RA patients | 507 ± 99 | 59 ± 48 | 23 ± 17 | 6.2 ± 1.2 | 2.0 ± 0.6 |
Data expressed as median (interquartile range)
AUC are depicted as average ± standard deviation
Early response refers to the AUC from baseline to minute 60
Late response refers to the AUC from minute 60 to minute 240
Maximum response is expressed in the molecules units median and interquartile range
Minutes to maximum response is expressed in median and interquartile range
GLP-1: Glucagon-Like Peptide 1; GIP: gastric inhibitory polypeptide
Fig. 1Meal test curves of glucose, insulin, C-peptide, gastric inhibitory polypeptide, and glucagon-like peptide 1 concentrations in patients with rheumatoid arthritis and control subjects