| Literature DB >> 36231033 |
Shihab Kochumon1, Amal Hasan1, Fatema Al-Rashed1, Sardar Sindhu2, Reeby Thomas1, Texy Jacob1, Amnah Al-Sayyar1, Hossein Arefanian1, Ashraf Al Madhoun2, Ebaa Al-Ozairi3, Fawaz Alzaid4, Heikki A Koistinen5,6,7, Fahd Al-Mulla8, Jaakko Tuomilehto6,9, Rasheed Ahmad1.
Abstract
Chronic low-grade inflammation induced by obesity is a central risk factor for the development of metabolic syndrome. High low-density lipoprotein cholesterol (LDL-c) induces inflammation, which is a common denominator in metabolic syndrome. IL-23 plays a significant role in the pathogenesis of meta-inflammatory diseases; however, its relationship with LDL-c remains elusive. In this cross-sectional study, we determined whether the adipose tissue IL-23 expression was associated with other inflammatory mediators in people with increased plasma LDL-c concentrations. Subcutaneous adipose tissue biopsies were collected from 60 people, sub-divided into two groups based on their plasma LDL-c concentrations (<2.9 and ≥2.9 mmol/L). Adipose expression of IL-23 and inflammatory markers were determined using real-time qRT-PCR; plasma concentrations of total cholesterol (TC), triglyceride (TG), high-density lipoprotein cholesterol (HDL-c) and LDL-c were determined using the standard method; and adiponectin levels were measured by enzyme-linked immunosorbent assay (ELISA). Adipose IL-23 transcripts were found to be increased in people with high LDL-c, compared to low LDL-c group (H-LDL-c: 1.63 ± 0.10-Fold; L-LDL-c: 1.27 ± 0.09-Fold; p < 0.01); IL-23 correlated positively with LDL-c (r = 0.471, p < 0.0001). Immunochemistry analysis showed that AT IL-23 protein expression was also elevated in the people with H-LDL-c. IL-23 expression in the high LDL-c group was associated with multiple adipose inflammatory biomarkers (p ≤ 0.05), including macrophage markers (CD11c, CD68, CD86, CD127), TLRs (TLR8, TLR10), IRF3, pro-inflammatory cytokines (TNF-α, IL-12, IL-18), and chemokines (CXCL8, CCL3, CCL5, CCL15, CCL20). Notably, in this cohort, IL-23 expression correlated inversely with plasma adiponectin. In conclusion, adipose IL-23 may be an inflammatory biomarker for disease progression in people with high LDL-c.Entities:
Keywords: IL-23; LDL-cholesterol; adipose tissue; cytokines/chemokines; inflammation
Mesh:
Substances:
Year: 2022 PMID: 36231033 PMCID: PMC9563604 DOI: 10.3390/cells11193072
Source DB: PubMed Journal: Cells ISSN: 2073-4409 Impact factor: 7.666
Anthropometric, clinical and biochemical characteristics of the study participants.
| Low LDL-c (n = 24) | High LDL-c (n = 36) | ||
|---|---|---|---|
| Median (IQR) | Median (IQR) | ||
| Age | 44.5 (36.00–53.50) | 43 (35.25–50.5) | 0.561 |
| Weight (kg) | 88.65 (68.25–99.20) | 83.2 (73.18–92.38) | 0.248 |
| Height (m) | 1.65 (1.57–1.73) | 1.67 (1.56–1.74) | 0.493 |
| Waist (cm) | 104.0 (90.50–114.30) | 96.5 (87.25–108.0) | 0.181 |
| Hip (cm) | 111.0 (103.30–125.00) | 108.50 (99.50–116.00) | 0.187 |
| WHR | 0.89.0 (0.81–1.02) | 0.89.0 (0.79–0.99) | 0.77 |
| BMI (kg/m2) | 31.62 (27.39–37.35) | 29.86 (27.0–34.22) | 0.151 |
| PBF (%) | 38.10 (32.85–44.05) | 36.20 (28.80–38.70) | 0.052 |
| GLUC (mmol/l) | 5.05 (4.75–5.42) | 5.10 (4.80–5.74) | 0.536 |
| TGL (mmol/l) | 0.95 (0.58–1.85) | 0.97 (0.68–1.50) | 0.689 |
| Chol (mmol/l) | 4.22 (3.70–4.68) | 5.54 (5.00–6.14) | <0.0001 |
| HDL-c (mmol/l) | 1.16 (0.99–1.38) | 1.25 (1.05–1.49) | 0.268 |
| LDL-c (mmol/l) | 2.55 (2.30–2.70) | 3.70 (3.23–4.00) | <0.0001 |
| HbA1C (%) | 5.35 (5.16–5.90) | 5.70 (5.50–5.90) | 0.03 |
| Insulin (mU/L) | 6.11 (5.50–10.44) | 5.33 (4.89–7.32) | 0.027 |
| HOMA-IR | 1.54 (1.18–2.58) | 1.32 (1.11–2.17) | 0.37 |
Abbreviations: WHR: waist to hip ratio; BMI: body mass index; PBF: percentage body fat; GLUC: glucose; TGL: Triglycrides; Chol: cholesterol; HDL: high-density lipoprotein cholesterol; LDL-c: low-density lipoprotein cholesterol; HbA1c: glycosylated hemoglobin; HOMA-IR: homeostatic model assessment of insulin resistance.
List of primers for qRT-PCR.
| Gene | Assay ID | Gene | Assay ID | Gene | Assay ID |
|---|---|---|---|---|---|
| IL-1β | Hs01555410_m1 | CCL8 | Hs04187715_m1 | CD141 | Hs00264920_s1 |
| IL-2 | Hs00174114_m1 | CCL-11 | Hs00237013_m1 | CD163 | Hs00174705_m1 |
| IL-5 | Hs01548712_g1 | CCL-15 | Hs00361122_m1 | CD302 | Hs00994886_m1 |
| IL-6 | Hs00985639_m1 | CCL18 | Hs00268113_m1 | TLR2 | Hs01872448_s1 |
| IL-8 | Hs00174103_m1 | CCL-19 | Hs00171149_m1 | TLR3 | Hs01551078_m1 |
| IL-10 | Hs00961622_m1 | CCL-20 | Hs01011368_m1 | TLR4 | Hs00152939_m1 |
| IL-12A | Hs01073447_m1 | CXCL9 | Hs00171065_m1 | TLR7 | Hs01933259_s1 |
| IL-13 | Hs00174379_m1 | CXCL10 | Hs01124251_g1 | TLR8 | Hs00152972_m1 |
| IL-18 | Hs01038788_m1 | CXCL-11 | Hs04187682_g1 | TLR9 | Hs00370913_s1 |
| IL-33 | Hs00369211_m1 | IL-1RL1 | Hs00545033_m1 | TLR10 | Hs01935337_s1 |
| TNF-α | Hs01113624_g1 | IL-2RA | Hs00907779_m1 | IRF3 | Hs01547283_m1 |
| TGF-β | Hs00820148_g1 | CCR1 | Hs00928897_s1 | IRF4 | Hs01056533_m1 |
| IFNB1 | Hs01077958_s1 | CCR2 | Hs00704702_s1 | IRF5 | Hs00158114_m1 |
| Dectin | Hs01902549_s1 | CCR5 | Hs99999149_s1 | MyD88 | Hs01573837_g1 |
| SRA1 | Hs00398296_g1 | CD11c | Hs00174217_m1 | IRAK1 | Hs01018347_m1 |
| CCL2 | Hs00234140_m1 | CD16 | Hs04334165_m1 | TRAF6 | Hs00371512_g1 |
| CCL3 | Hs04194942_s1 | CD68 | Hs02836816_g1 | NFKB | Hs00765730_m1 |
| CCL5 | Hs00982282_m1 | CD86 | Hs01567026_m1 | GAPDH | Hs03929097_g1 |
| CCL-7 | Hs00171147_m1 | IL7R | Hs00902334_m1 |
Figure 1Increased adipose tissue IL-23 gene expression in people with high plasma LDL-c. Adipose tissue samples were obtained from 60 people and divided into two groups based on their plasma LDL-c levels as high LDL-c (<2.9 mmol/L) and low LDL-c group (≥2.9 mmol/L). Total cellular RNA was isolated from adipose tissue, and IL-23 gene expression was determined by real time qRT-PCR. Relative mRNA expression compared to GAPDH expression was presented as fold change. (A) IL-23 levels in each group are shown (bar graph). Each dot represents the individual value of IL-23, and the line represents the mean value. (B) Spearman’s correlation between IL-23 gene expression and plasma LDL-c (mmol/L) is shown. Data are represented as mean ± SEM values. Group means were compared using two-tailed unpaired Student’s t-test. A p-value of < 0.05 was considered as statistically significant.
Figure 2Increased adipose tissue IL-23 protein expression in people with high LDL-c. IL-23 protein expression was assessed in people with low LDL-c (L-LDL-c) and high LDL-c (H-LDL-c) levels, 5 each, using IHC, as described in “Materials and methods”. (A) The representative IHC images obtained from three independent determinations show the elevated adipose tissue expression of IL-23 protein (40× or insert 100× magnification) in people with H-LDL-c (≥2.9 mmol/L) compared to those with L-LDL-c (˂2.9 mmol/L). (B) Increased IL-23 protein expression is shown in H-LDL-c group compared to L-LDL-c group (p < 0.0001). Staining intensity is expressed as arbitrary units (AU), determined based on Aperio-positive pixel counts (Aperio software algorithm version 9.0). IL-23 protein expression data are presented as mean ± SEM values. All p-values < 0.05 were considered statistically significant. **** Represent highly significant.
Adipose tissue IL-23 mRNA expression correlates with multiple macrophage markers in people with H-LDL-c.
| Macrophage Markers | L-LDL-c | H-LDL-c | ||
|---|---|---|---|---|
| IL-23 | r | p | r | p |
| ITGAX (CD11c) | 0.2617 | 0.2651 | 0.5625 | 0.0004 * |
| CD16 | 0.4831 | 0.0265* | 0.5944 | 0.0001 * |
| CD68 | 0.2429 | 0.2886 | 0.397 | 0.024 * |
| CD86 | 0.3158 | 0.175 | 0.3708 | 0.0283 * |
| CD127/IL7R | 0.04025 | 0.874 | 0.5739 | 0.0004 * |
| CD141 | −0.06028 | 0.7847 | 0.3252 | 0.0648 |
| CD163 | 0.5325 | 0.0107 * | 0.2899 | 0.0864 |
| CD302 | 0.2226 | 0.2958 | 0.1278 | 0.4576 |
Abbreviation: CD: cluster of differentiation molecules found on the surface of most of the immune cells; ITGAX: Integrin alpha X. * Significant.
Adipose tissue gene expression of IL-23 associates with TLR2 and IRF3 in people with H-LDL-c.
| L-LDL-c | H-LDL-c | |||
|---|---|---|---|---|
| IL-23 | r | p | r | p |
| TLR2 | 0.415 | 0.069 | 0.485 | 0.008 * |
| TLR3 | 0.116 | 0.627 | 0.062 | 0.736 |
| TLR4 | 0.015 | 0.951 | 0.017 | 0.928 |
| TLR7 | 0.339 | 0.114 | 0.209 | 0.221 |
| TLR9 | 0.150 | 0.483 | 0.024 | 0.891 |
| IRF3 | −0.132 | 0.612 | 0.464 | 0.010 * |
| IRF4 | 0.330 | 0.144 | 0.129 | 0.490 |
| IRF5 | 0.253 | 0.244 | 0.186 | 0.300 |
| MyD88 | 0.244 | 0.262 | 0.182 | 0.295 |
| IRAK1 | −0.110 | 0.618 | 0.201 | 0.261 |
| TRAF6 | 0.390 | 0.059 | −0.025 | 0.885 |
Abbreviations: TLR, toll like receptor; IRF, interferon regulatory factor; MyD, myeloid differentiation primary response; IRAK1, IL-1R–associated kinase; TRAF, TNF receptor associated factor. * Significant
Association of IL-23 with cytokines/chemokines in the people with H-LDL-c.
| Cytokines/Chemokines | L-LDL-c | H-LDL-c | ||
|---|---|---|---|---|
| IL-23 | r | p | r | p |
| IL-1β | −0.250 | 0.349 | 0.178 | 0.364 |
| IL-2 | 0.504 | 0.017 * | 0.200 | 0.242 |
| IL-5 | −0.347 | 0.105 | −0.220 | 0.235 |
| IL-6 | 0.060 | 0.789 | −0.070 | 0.708 |
| IL-8 | 0.079 | 0.733 | 0.314 | 0.091 |
| IL-10 | 0.209 | 0.363 | 0.097 | 0.581 |
| IL-12A | −0.081 | 0.785 | 0.516 | 0.004 * |
| IL-13 | 0.204 | 0.375 | 0.030 | 0.872 |
| IL-18 | 0.122 | 0.598 | 0.350 | 0.043 * |
| TNF-α | 0.318 | 0.160 | 0.375 | 0.032 * |
| TGF-β | 0.122 | 0.609 | 0.396 | 0.018 * |
| IFNB1 | 0.172 | 0.421 | 0.398 | 0.024 * |
| CCL2 | 0.214 | 0.316 | 0.130 | 0.471 |
| CCL3 | 0.392 | 0.079 | 0.426 | 0.017 * |
| CCL5 | 0.323 | 0.191 | 0.632 | 0.0001 * |
| CCL-7 | 0.189 | 0.388 | 0.173 | 0.336 |
| CCL-11 | 0.096 | 0.679 | −0.066 | 0.709 |
| CCL-15 | 0.163 | 0.457 | 0.370 | 0.026 * |
| CCL-19 | 0.023 | 0.920 | 0.078 | 0.656 |
| CCL-20 | 0.171 | 0.436 | 0.336 | 0.049 * |
| CXCL9 | 0.056 | 0.799 | 0.002 | 0.991 |
| CXCL10 | 0.162 | 0.460 | 0.205 | 0.245 |
Abbreviations: IL, interleukin; TNF, tumor necrosis factor; TGF, transforming growth factor β; CCL, C-C motif chemokine ligand; CXCL, chemokine (C-X-C motif) ligand. * Significant.
Figure 3Increased adipose TNF-α protein expression in people with high LDL-c and positively correlated with IL-23 protein. TNF-α protein expression was determined in people with low LDL-c (L-LDL-c) and high LDL-c (H-LDL-c), five each, using IHC. (A) The representative IHC images obtained from three independent measurements with similar results show the elevated adipose tissue TNF-α expression (40× or insert ×100 magnification) in people with H-LDL-c (≥2.9 mmol/L) compared to those with L-LDL-c (˂2.9 mmol/L). (B) Elevated TNF-α protein expression is presented in the H-LDL-c group compared to the L-LDL-c group (p = 0.0042). Staining intensity shown as arbitrary units (AU) was determined based on Aperio-positive pixel counts (Aperio software algorithm, version 9.0). (C) IL-23 protein correlated with TNF-α protein in adipose tissue. p-values < 0.05 were considered as statistically significant. ** Highly significant.
Figure 4Increased adipose CCL5 protein expression in people with high LDL-c and positively correlated with IL-23 protein. CCL5 protein expression was determined in people with low LDL-c (L-LDL-c) and high LDL-c (H-LDL-c), five each, using IHC. (A) The representative IHC images obtained from three independent determinations with similar results show the increased adipose tissue TNF-α expression (40× or inset ×100 magnification) in people with H-LDL-c (≥2.9 mmol/L) compared to those with L-LDL-c (˂2.9 mmol/L). (B) Increased CCL5 protein expression is shown in the H-LDL-c group compared to the L-LDL-c group (p = 0.0053). Staining intensity shown as arbitrary units (AU). (C) IL-23 protein correlated with CCL5 protein in adipose tissue. p-values < 0.05 were considered as statistically significant. ** Highly significant.
Association between adipose tissue IL-23 expression and metabolic parameters in people with H-LDL-c.
| Metabolic Markers | L-LDL | H-LDL | ||
|---|---|---|---|---|
| r | p | r | p | |
| BMI | −0.1696 | 0.4283 | 0.04376 | 0.7999 |
| PBF | −0.05974 | 0.797 | −0.1982 | 0.2851 |
| Waist | −0.1702 | 0.4606 | 0.1198 | 0.5138 |
| Hip | −0.1419 | 0.5396 | 0.1568 | 0.3916 |
| Chol | −0.00914 | 0.9662 | 0.09003 | 0.6016 |
| HDL | −0.06958 | 0.7466 | 0.3282 | 0.0507 |
| LDL | 0.07818 | 0.7165 | −0.171 | 0.3188 |
| TGL | −0.1591 | 0.4577 | 0.1827 | 0.2863 |
| GLU | 0.1319 | 0.5391 | −0.05659 | 0.7431 |
| HBA1C | 0.006998 | 0.9741 | 0.1795 | 0.3021 |
| WBC | −0.02482 | 0.9083 | −0.2334 | 0.184 |
| Adiponectin | −0.264 | 0.34 | −0.437 | 0.0372 * |
Abbreviations: BMI, body mass index; PBF, percentage body fat; GLUC, glucose; TGL, triglycerides; Chol, total cholesterol; HDL, high-density lipoprotein; LDL, low-density lipoprotein; HbA1c, glycosylated hemoglobin; WBC, white blood cells. * Significant.
Figure 5(A) Volcano plots represent correlation of IL-23 with differentially expressed genes in adipose tissue of people with L-LDL-c; red dots represent the significant correlation of IL-23 with other markers. (B) Volcano plots represent correlation of IL-23 with differentially expressed genes in adipose tissue of people with H-LDL-c.