| Literature DB >> 34263060 |
Jonathan Uriel Quevedo-Martínez1, Yonathan Garfias1,2, Joanna Jimenez3, Osvaldo Garcia4, Diana Venegas5, Victor Manuel Bautista de Lucio5.
Abstract
AIM: It's been reported that pro-inflammatory cytokines are elevated in patients with diabetic retinopathy (DR); this may contribute to the pathophysiology of the disease. The aim of this study is to measure the concentration of various inflammatory cytokines from the main CD4+ T helper inflammatory responses in blood serum from Mexican patients with DR in different stages using cytometric bead array (CBA) technology and correlate them with the presence and severity of DR in order to find possible DR biomarkers that serve as diagnostic or therapeutic predictors.Entities:
Keywords: diagnostic tests/investigation; immunology; inflammation; retina
Year: 2021 PMID: 34263060 PMCID: PMC8246380 DOI: 10.1136/bmjophth-2021-000717
Source DB: PubMed Journal: BMJ Open Ophthalmol ISSN: 2397-3269
Clinical and demographical characteristics
| Control | NDR | NPDR | PDR | P value | |
| Gender (man/woman) | |||||
| 5/11 | 8/8 | 6/10 | 7/9 | 0.24 | |
| Age (years) | |||||
| 58.7±5.8 | 59.7±11.2 | 59±8.5 | 56.9±9.6 | 0.07 | |
| Time of diagnosis (years) | |||||
| NA | 10.5±7 | 13.4±8 | 13.9±5.4 | 0.33 | |
| HbA1c (%) | |||||
| NA | 6.5±0.6 | 7.4±1.0† | 7.8±0.8† | 0.001 | |
| Body mass index | |||||
| 24.1±1.5 | 26.6±1.1 | 27.4±1.8*/† | 28.8±1.6*/† | 0.001 | |
| Serum creatinine (mg/dL) | |||||
| 0.92±0.16 | 1.1±0.2 | 1.29±0.2 | 2.3±0.7*/†/‡ | 0.021 | |
The mean±SD of age, time of diagnosis, HbA1c, body mass index and serum creatinine. Male-to-female gender ratio.
*P<0.05 versus control group.
†P<0.05 versus NDR group.
‡P<0.05 vs NPDR.
HbA1c, haemoglobin A1c; NA, not available; NDR, no diabetic retinopathy; NPDR, non-proliferative diabetic retinopathy; PDR, proliferative diabetic retinopathy.
Serum cytokine levels per group
| Control | NDR | NPDR | PDR | P value | |
| IL-1ß | |||||
| 36.23±6.3 | 38.1±6.8 | 39.4±4.19 | 36.4+5.1 | 0.26 | |
| IL-2 | |||||
| 42.2±5.2 | 44.2±6.2 | 41.1±4.4 | 42.0±6.5 | 0.37 | |
| IL-4 | |||||
| 39.5±8 | 40.1±9.3 | 39.03±7.1 | 34.5±7.9 | 0.14 | |
| IL-6 | |||||
| 23.9±7.7 | 46.09±9.6* | 52.31±11.3* | 42.39±8.7*/‡ | 0.001 | |
| IL-8 | |||||
| 15.85±16.7 | 7.5±4.49 | 5.9±6 | 8.5±9.7 | 0.055 | |
| IL-10 | |||||
| 37.9±3.9 | 42.56±6.8 | 40.13±4.3 | 39.9±4.4 | 0.50 | |
| IL-12 | |||||
| 49.7±9.5 | 30.7±12.2* | 32.9±8.1* | 33.5±7.5* | 0.0001 | |
| IL-17a | |||||
| 28.8±7.7 | 50±11.3* | 47.4±9.1* | 38±7.3*/†/‡ | 0.0001 | |
| TNFα | |||||
| 5.4±3.2 | 7.2±3.2 | 8±2.4 | 13.3±3.5*/†/‡ | 0.001 | |
| IFN-γ | |||||
| 4.7±2.2 | 3.8±2.4 | 3.5±2.1 | 3.6±1.6 | 0.275 | |
The mean±SD of cytokines measured.
*P<0.005 versus control group.
†P<0.005 versus NDR group.
‡P<0.005 versus NPDR.
IFN-γ, interferon-gamma; IL, interleukin; NDR, no diabetic retinopathy; NPDR, non-proliferative diabetic retinopathy; PDR, proliferative diabetic retinopathy; TNFα, tumour necrosis factor alpha.
Figure 1Seric concentration of (A) interleukin (IL) 6, (B) IL-12, (C) IL-17a and (D) tumour necrosis factor alpha (TNFα). NDR, no diabetic retinopathy; NPDR, non-proliferative diabetic retinopathy; PDR, proliferative diabetic retinopathy; *p<0.05 versus control group; **p<0.05 versus NDR group; ***p<0.05 versus NPDR.
Serum cytokine levels compared between groups with BMI as covariate
| Control | NDR | NPDR | PDR | F | ANCOVA p value | F | ANOVA p value | |
| IL-1ß | ||||||||
| 36.23±6.3 | 38.1±6.8 | 39.4±4.19 | 36.4+5.1 | 1.39 | 0.25 | 1.43 | 0.24 | |
| IL-2 | ||||||||
| 42.2±5.2 | 44.2±6.2 | 41.1±4.4 | 42.0±6.5 | 1.16 | 0.33 | 0.93 | 0.43 | |
| IL-4 | ||||||||
| 39.5±8 | 40.1±9.3 | 39.03±7.1 | 34.5±7.9 | 1.85 | 0.14 | 1.50 | 0.22 | |
| IL-6 | ||||||||
| 23.9±7.7 | 46.09±9.6* | 52.31±11.3* | 42.39±8.7* | 25.75 | 0.0001 | 34.70 | 0.0001 | |
| IL-8 | ||||||||
| 15.85±16.7 | 7.5±4.49 | 5.9±6* | 8.5±9.7 | 3.95 | 0.019 | 3.77 | 0.014 | |
| IL-10 | ||||||||
| 37.9±3.9 | 42.56±6.8 | 40.13±4.3 | 39.9±4.4 | 2.47 | 0.068 | 2.45 | 0.069 | |
| IL-12 | ||||||||
| 49.7±9.5 | 30.7±12.2* | 32.9±8.1* | 33.5±7.5* | 17.17 | 0.0001 | 20.08 | 0.0001 | |
| IL-17a | ||||||||
| 28.8±7.7 | 50±11.3* | 47.4±9.1* | 38±7.3*/†/‡ | 25.11 | 0.0001 | 26.25 | 0.0001 | |
| TNFα | ||||||||
| 5.4±3.2 | 7.2±3.2 | 8±2.4* | 13.3±3.5*/†/‡ | 7.17 | 0.0001 | 17.57 | 0.0001 | |
| IFN-γ | ||||||||
| 4.7±2.2 | 3.8±2.4 | 3.5±2.1 | 3.6±1.6 | 1.29 | 0.28 | 1.88 | 0.141 | |
The mean±SD of cytokines measured.
*P<0.008 versus control group.
†P<0.008 versus NDR group.
‡P<0.008 versus NPDR.
ANCOVA, analysis of covariance; ANOVA, analysis of variance; IFN-γ, interferon-gamma; IL, interleukin; NDR, no diabetic retinopathy; NPDR, non-proliferative diabetic retinopathy; PDR, proliferative diabetic retinopathy; TNFα, tumour necrosis factor alpha.
Correlation of clinical characteristics and cytokine concentration with diabetic retinopathy severity
| Rho (Spearman’s p) | P value | |
| Age | ||
| 0.099 | 0.44 | |
| Time of diagnosis | ||
| 0.258 | 0.71 | |
| HbA1c | ||
| 0.687 | 0.01 | |
| BMI | ||
| 0.815 | 0.001* | |
| Serum creatinine | ||
| 0.801 | 0.001* | |
| IL-1ß | ||
| −0.035 | 0.76 | |
| IL-2 | ||
| −0.154 | 0.17 | |
| IL-4 | ||
| −0.254 | 0.24 | |
| IL-6 | ||
| 0.304 | 0.006* | |
| IL-8 | ||
| −0.113 | 0.31 | |
| IL-10 | ||
| −0.012 | 0.91 | |
| IL-12 | ||
| −0.210 | 0.06 | |
| L-17ª | I | |
| 0.014 | 0.90 | |
| TNFα | ||
| 0.408 | 0.001* | |
| IFN-γ | ||
| −0.133 | 0.24 | |
*Significance value p<0.05.
BMI, body mass index; HbA1c, haemoglobin A1c; IFN-γ, interferon-gamma; IL, interleukin; TNFα, tumour necrosis factor alpha.
Multiple linear regression and ordered logistic analysis for diabetic retinopathy severity
| Variable | VIF | Model 1 | Model 2 | |||||
| Linear regression | Ordered logistic regression | |||||||
| β | SD | P | β | SD | P | OR | ||
| IL-1B | 1.48 | 0.036 | 0.020 | 0.441 | 0.157 | † | 1.554 | |
| IL-2 | 1.56 | −0.028 | 0.020 | −0.461 | 0.163 | 0.631 | ||
| IL-4 | 2.47 | −0.019 | 0.019 | −0.029 | 0.071 | 0.971 | ||
| IL-6 | 3.77 | 0.008 | 0.014 | * | −0.045 | 0.054 | 0.956 | |
| IL-8 | 1.87 | −0.010 | 0.012 | −0.062 | 0.066 | 0.940 | ||
| IL-10 | 2.09 | −0.043 | 0.028 | −0.156 | 0.112 | 0.855 | ||
| IL-12 | 2.87 | 0.001 | 0.015 | −0.130 | 0.076 | 0.878 | ||
| IL-17 | 2.82 | −0.032 | 0.013 | * | −0.051 | 0.054 | 0.951 | |
| TNF | 2.40 | 0.152 | 0.038 | † | 0.898 | 0.224 | † | 2.454 |
| IFN | 1.53 | 0.015 | 0.054 | 0.102 | 0.280 | 1.107 | ||
| DX | 1.95 | 0.011 | 0.017 | −0.015 | 0.080 | 0.985 | ||
| HbA1c | 3.35 | 0.408 | 0.146 | † | 0.901 | 0.473 | 2.462 | |
| BMI | 3.06 | 0.215 | 0.070 | † | 0.879 | 0.300 | † | 2.410 |
| Creatinine | 2.98 | 0.666 | 0.258 | * | 3.980 | 1.595 | ** | 53.527 |
| Adj. R2 | 0.857 | 0.637 | ||||||
| P>F/P>χ2 | 0.000 | 0.000 | ||||||
P>F used for linear regression and p>χ2 for the ordered logistic regression.
*P<0.01
†P<0.05
BMI, body mass index; DX, time of diagnostic; HbA1c, haemoglobin A1c; IFN, interferon; IL, interleukin; TNF, tumour necrosis factor; VIF, variance inflation factor.