Variation in the Circulating Levels of Retinoic Acid and Type 2 Diabetes: Relationships with Glycemic Control Indices, Disease Treatment and Complications
Abstract
1. Introduction
2. Materials and Methods
2.1. Study Design and Setting
2.2. Study Participants and Sampling
2.3. Investigations and Data Collection
2.4. Statistical Analysis Plan
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| AUC | Area under the ROC curve |
| BMI | Body mass index |
| CI | Confidence interval |
| CYP | Cytochrome P |
| CV | Coefficient of variation |
| DD | Disease duration |
| ELISA | Enzyme-linked immunoassay |
| FBG | Fasting blood glucose |
| FGF21 | Fibroblast growth factor |
| FoxO1 | Forkhead box-O1 |
| HbA1c | % Glycated hemoglobin |
| HDL-C | HDL-cholesterol |
| LC-MS/MS | Liquid chromatography–tandem mass spectrometry |
| LDL-C | LDL-cholesterol |
| PPAR | Peroxisome proliferator-activated receptors |
| RA | Retinoic acid |
| RAR | Retinoic acid receptor |
| ROC | Receiver operating characteristic |
| RXR | Retinoid X receptor |
| SD | Standard deviation |
| SREBP1 | Sterol regulatory element binding protein 1 |
| T2-DM | Type 2 diabetes mellitus |
| TGs | Triglycerides |
| TC | Total cholesterol |
| TyG-IR | Triglyceride–glucose insulin resistance index |
| WBCs | Total leukocyte count |
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| Patients’/Disease’s Characteristics | n (%) Mean ± SD (Range) Median (Range) | |
|---|---|---|
| Age, Years | 55.7 ± 10.9 (23–99) | |
| Gender | Female | 184 (63.0) |
| Male | 108 (37.0) | |
| Body mass index, kg/m2 | 31.5 ± 5.9 (20.0–58.6) | |
| Disease duration, Years | 10.5 ± 7.2 10.0 (0.1–32.0) | |
| Presence of Complications | No | 193 (66.1) |
| Yes | 99 (33.9) | |
| Type of Complications | Ophthalmopathy | 57 (19.5) |
| Neuropathy | 52 (17.8) | |
| Nephropathy | 9 (3.1) | |
| Myocardial Infarction | 9 (3.1) | |
| Stroke | 5 (1.7) | |
| Type of Treatment | Naïve/Diet Control | 19 (6.5) |
| Metformin | 107 (36.6) | |
| Metformin ± Other hypoglycemics | 66 (22.6) | |
| Insulin ± Hypoglycemics | 100 (34.2) | |
| Parameter | Cases | Controls | p |
|---|---|---|---|
| Mean ± SD | Mean ± SD | ||
| HbA1c, % | 8.0 ± 1.9 | 5.5 ± 0.4 | <0.001 |
| FBG, mM/L | 8.9 ± 3.7 | 5.0 ± 0.4 | <0.001 |
| TyG index | 9.3 ± 0.6 | 7.4 ± 0.4 | <0.001 |
| TG, mM/L | 1.8 ± 0.9 | 1.0 ± 0.3 | <0.001 |
| TC, mM/L | 4.7 ± 1.2 | 4.7 ± 0.7 | =0.964 |
| HDL-C, mM/L | 1.3 ± 0.6 | 1.8 ± 0.2 | <0.001 |
| LDL-C, mM/L | 2.7 ± 1.1 | 2.2 ± 0.3 | <0.001 |
| WBCs, ×103/µL | 7.6 ± 1.9 | 6.9 ± 1.6 | =0.004 |
| RA, ng/mL [Median (IQR)] | 2.4 (1.9–2.9) | 3.9 (3.2–4.9) | <0.001 |
| Variables | Complications | p | |||
|---|---|---|---|---|---|
| No (193) | Yes (99) | ||||
| Mean ± SD n (%) | Mean ± SD n (%) | ||||
| Gender | Female | 123 (66.8) | 61 (33.2) | =0.723 | |
| Male | 70 (64.8) | 38 (35.2) | |||
| Age, Years | 53.9 ± 11.4 | 59.3 ± 9.1 | <0.001 | ||
| BMI, kg/m2 | 31.7 ± 6.2 | 31.3 ± 5.7 | =0.609 | ||
| Disease duration, Years | All | 9.4 ± 6.5 | 12.8 ± 7.8 | <0.001 | |
| ≤3 | 39 (81.3) | 9 (18.8) | =0.025 | ||
| >3–5 | 21 (72.4) | 8 (27.6) | |||
| >5 | 131 (61.5) | 82 (38.5) | |||
| ≤10 | 128 (70.7) | 53 (29.3) | =0.025 | ||
| >10 | 63 (57.8) | 46 (42.2) | |||
| HbA1c, % | 7.8 ± 1.7 | 8.2 ± 2.1 | =0.080 | ||
| FBG, mM/L | 8.5 ± 3.3 | 9.9 ± 4.4 | =0.013 | ||
| TyG, mM/L | 9.3 ± 0.6 | 9.4 ± 0.7 | =0.358 | ||
| TG, mM/L | 1.8 ± 0.9 | 1.8 ± 0.9 | =0.704 | ||
| TC, mM/L | 4.7 ± 1.3 | 4.6 ± 1.2 | =0.341 | ||
| HDL-C, mM/L | 1.3 ± 0.5 | 1.4 ± 0.7 | =0.619 | ||
| LDL-C, mM/L | 4.1 ± 18.5 | 2.6 ± 1.0 | =0.440 | ||
| WBCs, ×103/µL | 7.7 ± 1.7 | 7.5 ± 2.2 | =0.488 | ||
| RA, ng/mL | 2.7 ± 1.8 | 2.5 ± 1.0 | =0.280 | ||
| Treatment | Insulin-containing regimen | Yes | 146 (76) | 46 (24) | <0.001 |
| No | 47 (47) | 53 (53) | |||
| Metformin | Yes | 89 (72.4) | 34 (27.6) | =0.054 | |
| No | 104 (61.5) | 65 (38.5) | |||
| Other hypoglycemics | Yes | 136 (63.3) | 79 (36.7) | =0.087 | |
| No | 57 (74) | 20 (26) | |||
| Age | BMI | DD | HbA1c | FBG | TyG-IR | TG | TC | HDL-C | LDL-C | WBCs | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| BMI | r | 0.093 | ||||||||||
| p | 0.081 | |||||||||||
| DD | r | 0.358 | 0.074 | |||||||||
| p | <0.001 | 0.211 | ||||||||||
| HbA1c | r | 0.251 | 0.157 | 0.055 | ||||||||
| p | <0.001 | 0.004 | 0.369 | |||||||||
| FBG | r | 0.299 | 0.167 | 0.130 | 0.709 | |||||||
| p | <0.001 | 0.007 | 0.068 | <0.001 | ||||||||
| TyG-IR | r | 0.342 | 0.191 | 0.034 | 0.698 | 0.817 | ||||||
| p | <0.001 | 0.003 | 0.658 | <0.001 | <0.001 | |||||||
| TG | r | 0.151 | 0.158 | −0.037 | 0.334 | 0.426 | 0.799 | |||||
| p | 0.006 | 0.004 | 0.554 | <0.001 | <0.001 | <0.001 | ||||||
| TC | r | −0.162 | −0.023 | −0.206 | −0.004 | −0.040 | 0.047 | 0.126 | ||||
| p | 0.004 | 0.681 | 0.001 | 0.945 | 0.545 | 0.488 | 0.026 | |||||
| HDL-C | r | −0.236 | −0.070 | −0.051 | −0.407 | −0.492 | −0.588 | −0.392 | 0.225 | |||
| p | <0.001 | 0.227 | 0.430 | <0.001 | <0.001 | <0.001 | <0.001 | 0.000 | ||||
| LDL-C | r | −0.063 | 0.018 | −0.202 | 0.072 | 0.154 | 0.221 | 0.181 | 0.708 | 0.017 | ||
| p | 0.262 | 0.750 | 0.001 | 0.213 | 0.017 | 0.001 | 0.001 | <0.001 | 0.779 | |||
| WBCs | r | 0.026 | 0.118 | 0.124 | 0.156 | 0.138 | 0.200 | 0.150 | −0.077 | −0.189 | −0.095 | |
| p | 0.627 | 0.028 | 0.037 | 0.005 | 0.025 | 0.002 | 0.007 | 0.174 | 0.001 | 0.092 | ||
| RA | r | −0.216 | −0.094 | 0.046 | −0.304 | −0.297 | −0.322 | −0.103 | 0.105 | 0.273 | 0.054 | −0.090 |
| p | <0.001 | 0.076 | 0.431 | <0.001 | <0.001 | <0.001 | 0.064 | 0.064 | <0.001 | 0.334 | 0.092 |
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Alsaidan, A.A.; Alomair, B.M.; Almaeen, A.H.; Aldirbas, J.M.Q.; Alanazi, B.R.S.; Algaed, R.H.S.; Alruwaili, A.F.B.; Alruwaili, N.M.S.; Aljbab, D.F.A.; Alenzi, L.A.A.; et al. Variation in the Circulating Levels of Retinoic Acid and Type 2 Diabetes: Relationships with Glycemic Control Indices, Disease Treatment and Complications. Diagnostics 2026, 16, 1359. https://doi.org/10.3390/diagnostics16091359
Alsaidan AA, Alomair BM, Almaeen AH, Aldirbas JMQ, Alanazi BRS, Algaed RHS, Alruwaili AFB, Alruwaili NMS, Aljbab DFA, Alenzi LAA, et al. Variation in the Circulating Levels of Retinoic Acid and Type 2 Diabetes: Relationships with Glycemic Control Indices, Disease Treatment and Complications. Diagnostics. 2026; 16(9):1359. https://doi.org/10.3390/diagnostics16091359
Chicago/Turabian StyleAlsaidan, Aseel A., Basil M. Alomair, Abdulrahman H. Almaeen, Jumanah M. Q. Aldirbas, Bdour R. S. Alanazi, Raghad H. S. Algaed, Alanoud F. B. Alruwaili, Nouf M. S. Alruwaili, Duna F. A. Aljbab, Lama A. A. Alenzi, and et al. 2026. "Variation in the Circulating Levels of Retinoic Acid and Type 2 Diabetes: Relationships with Glycemic Control Indices, Disease Treatment and Complications" Diagnostics 16, no. 9: 1359. https://doi.org/10.3390/diagnostics16091359
APA StyleAlsaidan, A. A., Alomair, B. M., Almaeen, A. H., Aldirbas, J. M. Q., Alanazi, B. R. S., Algaed, R. H. S., Alruwaili, A. F. B., Alruwaili, N. M. S., Aljbab, D. F. A., Alenzi, L. A. A., Albalawi, R. S. S., Mohamed, A. A., & EL-Metwally, T. H. (2026). Variation in the Circulating Levels of Retinoic Acid and Type 2 Diabetes: Relationships with Glycemic Control Indices, Disease Treatment and Complications. Diagnostics, 16(9), 1359. https://doi.org/10.3390/diagnostics16091359

