Table 3 Associations between system-specific metrics and comorbidity clusters.
Metrics | SSD only | High-risk metabolic multisystem disorders cluster | Low-risk metabolic multisystem disorders cluster | Sleep disorders cluster | |||
|---|---|---|---|---|---|---|---|
β | P value | β | P value | β | P value | ||
Lipid metabolism metrics | |||||||
Low Density Lipoprotein Cholesterol, mmol/L | Ref | 0.260 | 0.064 | 0.113 | 0.009*† | 0.046 | 0.463 |
Total cholesterol, mmol/L | Ref | −0.045 | 0.794 | 0.007 | 0.901 | −0.009 | 0.904 |
Free Fatty Acids, mmol/L | Ref | −0.033 | 0.574 | 0.005 | 0.829 | −0.055 | 0.178 |
Triglyceride, mmol/L | Ref | −0.136 | 0.493 | 0.008 | 0.892 | −0.101 | 0.258 |
Apolipoprotein AI, g/L | Ref | −0.173 | 0.002*† | −0.028 | 0.241 | 0.050 | 0.197 |
Apolipoprotein B, g/L | Ref | 0.181 | <0.001*† | 0.032 | 0.112 | −0.071 | 0.032* |
Apolipoprotein A, mg/L | Ref | 90.620 | <0.001*† | 35.407 | <0.001*† | 2.021 | 0.862 |
High-density lipoprotein cholesterol, mmol/L | Ref | −0.022 | 0.692 | 0.002 | 0.904 | 0.025 | 0.301 |
Systemic inflammation metrics | |||||||
Platelet-larger cell ratio, % | Ref | 1.943 | 0.338 | 0.347 | 0.758 | −3.160 | 0.589 |
Mean platelet volume, fl | Ref | 0.994 | 0.002*† | 0.267 | 0.008*† | −0.271 | 0.074 |
Mean corpuscular hemoglobin concentration, g/L | Ref | 2.300 | 0.170 | 0.731 | 0.176 | 1.321 | 0.103 |
Mean Corpuscular Hemoglobin, pg | Ref | −0.338 | 0.367 | 0.067 | 0.578 | 0.021 | 0.907 |
Red blood cell, 10^12/L | Ref | 0.143 | 0.076 | 0.048 | 0.065 | 0.080 | 0.041* |
Red Cell Distribution Width Coefficient of Variation, % | Ref | 1.182 | <0.001*† | 0.294 | <0.001*† | −0.221 | 0.021* |
Red Cell Distribution Width - Standard Deviation, fl | Ref | −0.684 | 0.388 | 0.262 | 0.550 | −0.726 | 0.751 |
Mean corpuscular volume, fl | Ref | −1.661 | 0.078 | 0.032 | 0.917 | −0.307 | 0.500 |
Hematocrit, % | Ref | −35.131 | <0.001*† | −9.807 | <0.001*† | 0.638 | 0.473 |
Platelet, 10^9/L | Ref | 9.709 | 0.360 | 5.305 | 0.120 | 3.631 | 0.478 |
Platelet distribution width, fl | Ref | −3.966 | <0.001*† | −1.344 | <0.001*† | 0.389 | 0.039* |
Plateletcrit, % | Ref | 0.035 | <0.001*† | 0.012 | <0.001*† | −0.005 | 0.273 |
Hemoglobin, g/L | Ref | 2.406 | 0.320 | 1.625 | 0.037* | 2.139 | 0.068 |
Aggregate index of systemic inflammation | Ref | −37.951 | 0.532 | 40.439 | 0.038* | 81.065 | 0.006*† |
Monocyte to high-density lipoprotein cholesterol ratio | Ref | 0.057 | 0.250 | −0.024 | 0.186 | 0.002 | 0.931 |
Monocyte-to-lymphocyte ratio | Ref | −0.037 | 0.159 | −0.006 | 0.461 | 0.024 | 0.058 |
Neutrophil-to-lymphocyte ratio | Ref | −0.673 | 0.091 | −0.091 | 0.476 | 0.465 | 0.016*† |
Platelet-to-lymphocyte ratio | Ref | −15.619 | 0.222 | −11.294 | 0.006*† | 5.066 | 0.413 |
Systemic immune-inflammation index | Ref | −113.431 | 0.265 | −4.660 | 0.887 | 116.037 | 0.018* |
System inflammation response index | Ref | −0.244 | 0.309 | 0.123 | 0.110 | 0.346 | 0.003*† |
C-reactive protein, mg/L | Ref | −0.225 | 0.936 | 0.311 | 0.699 | −0.180 | 0.860 |
Derived neutrophil to lymphocyte ratio | Ref | −0.473 | 0.063 | −0.102 | 0.212 | 0.101 | 0.411 |
Neutrophil percentage, % | Ref | −4.315 | 0.012*† | −1.009 | 0.067 | 2.721 | 0.001*† |
Absolute neutrophil count, 10^9/L | Ref | −0.163 | 0.603 | 0.272 | 0.007*† | 0.606 | <0.001*† |
Monocytes percentage, % | Ref | 0.019 | 0.955 | −0.040 | 0.707 | −0.119 | 0.455 |
Absolute monocyte count, 10^9/l | Ref | 0.031 | 0.276 | 0.025 | 0.006*† | 0.031 | 0.024* |
Basophil percentage, % | Ref | 0.294 | <0.001*† | 0.068 | <0.001*† | −0.027 | 0.149 |
Absolute basophil count, 10^9/L | Ref | 0.030 | <0.001*† | 0.009 | <0.001*† | −0.004 | 0.019* |
Eosinophil percentage, % | Ref | 0.983 | <0.001*† | 0.182 | 0.009*† | −0.298 | 0.005*† |
Absolute eosinophil count, 10^9/L | Ref | 0.075 | <0.001*† | 0.015 | 0.004*† | −0.018 | 0.021* |
Antistreptolysin O, IU/ml | Ref | 276.795 | <0.001*† | 12.763 | 0.072 | 4.975 | 0.572 |
Lymphocyte percentage, % | Ref | 3.019 | 0.050* | 0.798 | 0.107 | −2.277 | 0.002*† |
Absolute lymphocytes count, 10^9/L | Ref | 0.306 | 0.004*† | 0.155 | <0.001*† | −0.035 | 0.487 |
white blood cell, 10^9/L | Ref | 0.277 | 0.421 | 0.476 | <0.001*† | 0.568 | <0.001*† |
Rheumatoid factor, IU/ml | Ref | −8.188 | 0.385 | −0.625 | 0.471 | −2.275 | 0.035* |
Serum amyloid A, mg/L | Ref | −4.500 | 0.667 | −4.065 | 0.197 | −5.422 | 0.178 |