| Literature DB >> 34926656 |
Ji Min Kim1,2, Kyong Hye Joung1,2, Jun Choul Lee2, Sorim Choung3, Seon Mee Kang4, Hyun Jin Kim2, Bon Jeong Ku2,3.
Abstract
BACKGROUND: Early diagnosis and treatment of type 2 diabetes can delay the onset of microvascular and macrovascular complications. Therefore, the identification of a novel biomarker for diagnosing diabetes is necessary. In the present study, the role of serum soluble leucine-rich repeats and immunoglobulin like domains 2 (sLRIG2) was investigated as a diagnostic biomarker of type 2 diabetes.Entities:
Keywords: Type 2 diabetes mellitus; biomarkers; human; leucine-rich repeats and immunoglobulin like domains 2 (LRIG2)
Year: 2021 PMID: 34926656 PMCID: PMC8640903 DOI: 10.21037/atm-21-3272
Source DB: PubMed Journal: Ann Transl Med ISSN: 2305-5839
Baseline characteristics of subjects
| Variable | NGT (n=80) | Prediabetes (n=80) | T2DM (n=80) | P value |
|---|---|---|---|---|
| Age, mean ± SD (years) | 50.7±13.7 | 53.5±12.1 | 54±12.3 | 0.210* |
| Sex (male/female) | 25/55 | 38/42 | 35/45 | 0.091† |
| Hypertension, n (%) | 16 (20.0) | 14 (17.5) | 33 (41.3) | 0.001† |
| Smoking, n (%) | 8 (10.0) | 7 (8.8) | 22 (27.5) | 0.001† |
| Height, mean ± SD (cm) | 161.6±8.6 | 163.2±8.4 | 163.3±9.4 | 0.528* |
| Weight, mean ± SD (kg) | 63.9±12.4 | 67.1±11.9 | 70.1±14.7 | 0.039* |
| BMI, mean ± SD (kg/m2) | 24.3±3.3 | 24.8±3.2 | 26.2±4.4 | 0.020* |
| Systolic BP, mean ± SD (mmHg) | 127.8±16.1 | 128.9±14.6 | 134.6±20.2 | 0.065* |
| Diastolic BP, mean ± SD (mmHg) | 79.3±12.6 | 77.4±10.9 | 81.8±11.8 | 0.102* |
| Hemoglobin, mean ± SD (g/dL) | 13.7±1.2 | 14.1±1.7 | 14.5±1.5 | 0.015* |
| HbA1c, mean ± SD (%) | 5.3±0.2 | 5.6±0.3 | 7.4±1.9 | <0.001* |
| Glucose, fasting, mean ± SD (mg/dL) | 91.9±5 | 101.7±11.1 | 154.2±57.3 | <0.001* |
| Glucose, PP2, mean ± SD (mg/dL) | 105.3±19 | 143.3±33.5 | 293±101.2 | <0.001* |
| Insulin, fasting, mean ± SD (mg/dL) | 8.3±4.2 | 10±5.0 | 14.0±8.5 | <0.001* |
| Insulin, PP2, mean ± SD (mg/dL) | 36.6±43.6 | 68.9±68 | 70.7±69.5 | 0.001* |
| C-peptide, fasting, mean ± SD (ng/mL) | 0.73±0.47 | 0.87±0.5 | 1.15±0.71 | <0.001* |
| C-peptide, PP2, mean ± SD (ng/mL) | 3.44±2.23 | 4.09±2.7 | 6.72±24.34 | 0.347* |
| HOMA-IR, mean ± SD | 1.89±0.99 | 2.52±1.89 | 5.27±3.63 | <0.001* |
| HOMA-β, mean ± SD | 26.04±13.05 | 28.78±15.16 | 29.08±18.38 | 0.409* |
| TG, mean ± SD (mg/dL) | 104±63.2 | 145.1±106.7 | 189.6±173 | <0.001* |
| TC, mean ± SD (mg/dL) | 191.4±30.4 | 196.6±39.8 | 192.3±46.9 | 0.682* |
| HDL-C, mean ± SD (mg/dL) | 61.7±13.7 | 53.7±14 | 49±13.4 | <0.001* |
| LDL-C, mean ± SD (mg/dL) | 113.5±29.7 | 121.5±34.2 | 116.6±45.3 | 0.389* |
| BUN, mean ± SD (mg/dL) | 13.7±3.6 | 14±3.7 | 14.8±4.6 | 0.206* |
| Creatinine, mean ± SD (mg/dL) | 0.73±0.15 | 0.75±0.18 | 0.72±0.19 | 0.496* |
| eGFR, mean ± SD (mL/min/1.73 m2) | 103.4±18.1 | 104.2±24.4 | 112±29.4 | 0.061* |
| AST, mean ± SD (U/L) | 21.3±6.6 | 23.2±11.4 | 26.5±14.9 | 0.019* |
| ALT, mean ± SD (U/L) | 20.7±15 | 25±20.8 | 29.1±16.8 | 0.017* |
*, P value was obtained from student t-test; †, P value was obtained from the chi-squared test. NGT, normal glucose tolerance; T2DM, type 2 diabetes mellitus; BMI, body mass index; BP, blood pressure; Hb, hemoglobin; HbA1c, glycosylated hemoglobin; PP2, 2 hour postprandial; HOMA-IR, homeostasis model assessment of insulin resistance; HOMA-β, homeostasis model assessment of β-cell function; TG, triglyceride; TC, total cholesterol; HDL-C, high density lipoprotein cholesterol; LDL-C, low density lipoprotein cholesterol; BUN, blood urea nitrogen; eGFR, Estimated glomerular filtration rate; AST, Aspartate aminotransferase; ALT, Alanine aminotransferase.
Figure 1Scatter and bar plot of the serum soluble leucine-rich repeats and immunoglobulin-like domains 2 (sLRIG2) in normal glucose tolerance (NGT), prediabetes and type 2 diabetes mellitus (T2DM) groups.
Correlation between serum soluble leucine-rich repeats and immunoglobulin-like domains 2 (sLRIG2) and clinical factors
| Variable | Total | NGT | Prediabetes | T2DM | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| r | P | r | P | r | P | r | P | ||||
| Age | −0.065 | 0.317 | 0.122 | 0.280 | −0.160 | 0.157 | −0.211 | 0.060 | |||
| Height | 0.122 | 0.103 | 0.035 | 0.806 | −0.113 | 0.422 | 0.247 | 0.034 | |||
| weight | 0.175 | 0.019 | −0.057 | 0.690 | 0.043 | 0.759 | 0.239 | 0.040 | |||
| BMI | 0.139 | 0.065 | −0.107 | 0.454 | 0.090 | 0.525 | 0.146 | 0.219 | |||
| Systolic BP | 0.179 | 0.016 | 0.270 | 0.055 | −0.088 | 0.528 | 0.185 | 0.114 | |||
| Diastolic BP | 0.216 | 0.004 | 0.236 | 0.096 | 0.153 | 0.269 | 0.197 | 0.092 | |||
| Hemoglobin | 0.109 | 0.128 | −0.006 | 0.962 | 0.006 | 0.966 | 0.110 | 0.396 | |||
| HbA1c | 0.378 | <0.001 | 0.021 | 0.856 | 0.060 | 0.603 | 0.375 | 0.001 | |||
| Glucose, fasting | 0.421 | <0.001 | −0.068 | 0.547 | −0.181 | 0.107 | 0.499 | <0.001 | |||
| Glucose, PP2 | 0.433 | <0.001 | 0.157 | 0.165 | 0.167 | 0.138 | 0.463 | <0.001 | |||
| Insulin, fasting | 0.073 | 0.260 | −0.224 | 0.047 | −0.062 | 0.590 | 0.051 | 0.656 | |||
| Insulin, PP2 | −0.004 | 0.955 | −0.065 | 0.589 | 0.078 | 0.519 | −0.146 | 0.198 | |||
| C-peptide, fasting | 0.144 | 0.034 | 0.014 | 0.909 | 0.090 | 0.453 | 0.061 | 0.603 | |||
| C-peptide, PP2 | −0.001 | 0.988 | 0.107 | 0.376 | 0.136 | 0.259 | −0.062 | 0.606 | |||
| HOMA-IR | 0.188 | 0.004 | −0.219 | 0.052 | −0.109 | 0.343 | 0.119 | 0.294 | |||
| HOMA-β | −0.097 | 0.136 | −0.225 | 0.043 | 0.001 | 0.991 | −0.139 | 0.218 | |||
| TG | 0.176 | 0.007 | 0.070 | 0.540 | −0.001 | 0.995 | 0.168 | 0.153 | |||
| TC | −0.024 | 0.715 | −0.086 | 0.452 | −0.132 | 0.253 | 0.075 | 0.526 | |||
| HDL-C | −0.125 | 0.059 | −0.253 | 0.025 | 0.027 | 0.814 | 0.067 | 0.574 | |||
| LDL-C | −0.074 | 0.264 | 0.003 | 0.978 | −0.164 | 0.154 | −0.071 | 0.555 | |||
| BUN | 0.101 | 0.131 | 0.005 | 0.963 | 0.088 | 0.449 | 0.093 | 0.441 | |||
| Creatinine | 0.096 | 0.152 | 0.096 | 0.401 | 0.087 | 0.453 | 0.145 | 0.228 | |||
| eGFR | 0.033 | 0.623 | −0.102 | 0.370 | −0.002 | 0.984 | 0.013 | 0.914 | |||
| AST | 0.118 | 0.076 | −0.068 | 0.553 | −0.023 | 0.844 | 0.167 | 0.165 | |||
| ALT | 0.113 | 0.089 | −0.056 | 0.625 | 0.106 | 0.359 | 0.108 | 0.369 | |||
NGT, normal glucose tolerance; T2DM, type 2 diabetes mellitus; BMI, body mass index; BP, blood pressure; Hb, hemoglobin; HbA1c, glycosylated hemoglobin; PP2, 2 hour postprandial; HOMA-IR, homeostasis model assessment of insulin resistance; HOMA-β, homeostasis model assessment of β-cell function; TG, triglyceride; TC, total cholesterol; HDL-C, high density lipoprotein cholesterol; LDL-C, low density lipoprotein cholesterol; BUN, blood urea nitrogen; eGFR, Estimated glomerular filtration rate; AST, Aspartate aminotransferase; ALT, Alanine aminotransferase.
Figure 2Scatter plot and results of linear regression analyses showing associations between serum soluble leucine-rich repeats and immunoglobulin-like domains 2 (sLRIG2) and glucose parameters. Glycosylated hemoglobin (HbA1c) (A, y = 1.885*x + 2.720), Fasting blood glucose (B, y = 0.07363*x + 5.711) and 2-hour postprandial glucose level (C, y = 0.03244*x + 8.442) showed significant correlation with serum sLRIG2 levels (all P<0.001).
Estimated serum soluble leucine-rich repeats and immunoglobulin-like domains 2 (sLRIG2) level after adjusting for various covariants
| Covariate | Estimated sLRIG2 value ± SE (95% CI) | P value (post-hoc) | ||
|---|---|---|---|---|
| NGT | Prediabetes | T2DM | ||
| Height | 12.4±0.9 (10.6–14.3) | 13.4±0.9 (11.6–15.3) | 16.7±0.8 (15.1–18.2) | 0.001 (T2DM > NGT, Prediabetes) |
| Weight | 12.6±0.9 (10.7–14.4) | 13.5±0.9 (11.7–15.4) | 16.7±0.8 (15.1–18.2) | 0.002 (T2DM > NGT, Prediabetes) |
| Diastolic BP | 12.5±0.9 (10.7–14.3) | 13.8±0.9 (12.1–15.6) | 16.8±0.8 (15.2–18.3) | 0.001 (T2DM > NGT, Prediabetes) |
| HbA1c | 13.2±0.8 (11.6–14.7) | 13.6±0.8 (12.2–15.2) | 15.3±0.9 (13.6–17.1) | 0.258 |
| Glucose, fasting | 13.2±0.8 (11.7–14.7) | 13.6±0.7 (12.1–15.0) | 15.4±0.9 (13.7–17.1) | 0.203 |
| Glucose, PP2 | 13.6±0.9 (11.9–15.3) | 13.7±0.8 (12.2–15.2) | 14.9±1.0 (12.8–16.9) | 0.700 |
| Insulin, fasting | 12.1±0.7 (10.7–13.6) | 12.9±0.7 (11.4–14.3) | 16.9±0.8 (15.5–18.4) | <0.001 (T2DM > NGT, Prediabetes) |
| C-peptide, fasting | 11.9±0.8 (10.3–13.4) | 13.0±0.8 (11.4–14.5) | 16.5±0.8 (15.0–18.1) | <0.001 (T2DM > NGT, Prediabetes) |
| HOMA-IR | 12.4±0.8 (10.9–13.9) | 13.0±0.7 (11.5–14.5) | 16.5±0.8 (14.9–18.1) | 0.001 (T2DM > NGT, Prediabetes) |
| HOMA-β | 12.2±0.7 (10.8–13.6) | 13.0±0.7 (11.5–14.4) | 16.8±0.7 (15.4–18.2) | <0.001 (T2DM > NGT, Prediabetes) |
| TG | 12.5±0.7 (11.1–14.0) | 13.0±0.7 (11.6–14.5) | 16.7±0.8 (15.2–18.2) | <0.001 (T2DM > NGT, Prediabetes) |
| HDL-C | 12.4±0.8 (10.9–13.9) | 13.0±0.7 (11.5–14.5) | 16.8±0.8 (15.3–18.4) | <0.001 (T2DM > NGT, Prediabetes) |
P values obtained from analyses of covariance using the post hoc Bonferroni correction. NGT, normal glucose tolerance; T2DM, type 2 diabetes mellitus; BP, blood pressure; HbA1c, glycosylated hemoglobin; PP2 glucose, 2-hour postprandial glucose; HOMA-IR, homeostasis model assessment of insulin resistance; HOMA-β, homeostasis model assessment of β-cell function; TG, triglyceride; HDL-C, high density lipoprotein cholesterol; CI, confidential interval.
Figure 3Receiver operating characteristic (ROC) curve analysis of serum soluble leucine-rich repeats and immunoglobulin-like domains 2 (sLRIG2) for the diagnosis of type 2 diabetes.