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. 2021 Aug 17;11:16642. doi: 10.1038/s41598-021-95750-9

Table 1.

Associations with respiratory quotient (RQ).

N = 192 Median (IQR)/n p value (unadj./adj.*) Stand. β (standard error)
Sex 0.06/0.2# − 0.092 (0.0069)
Male 100
Female 92
Age (years) 51 (27–62) 0.03/0.02## − 0.188 (0.017)
Body mass index (kg/m2) 30.1 (24.7–33.7) 0.9/0.06 0.162 (0.036)
Blood pressurea
Systolic (mmHg) 137 (127–145) 0.6/0.97 − 0.003 (0.065)
Diastolic (mmHg) 89 (80–96) 0.7/0.6 0.044 (0.001)
Heart rate (bpm)a 69 (63–78) 0.6/0.7 − 0.029 (0.041)
Metabolic syndromeb 0.8/0.4 − 0.071 (0.007)
Yes 87
No 100
Glycemic category 0.6/0.8
Normal glucose tolerance 107
Prediabetes 75
Diabetes mellitus (newly diagnosed, treatment naïve) 10
Indirect calorimetry
Fasting respiratory quotient 0.85 (0.79–0.90)
Resting energy expenditure (kcal) 2008 (1746–2275) 0.3/0.9 0.009 (0.000)
Body composition
Total adipose tissue, MR-derived (l)c 37.9 (26.5–47.3) 0.7/0.1 0.184 (0.022)
Subcutaneous adipose tissue lower extremity, MR-derived (l)c 13.7 (9.7–17.6) 0.7/0.1 0.161 (0.025)
Visceral adipose tissue, MR-derived (l)d 4.2 (2.3–6.0) 0.5/0.1 0.180 (0.017)
Intrahepatic fat, MRS-derived (%)e 4.1 (1.4–9.7) 0.6/0.3 0.110 (0.008)
Glycemia
HbA1c (mmol/mol)f/HbA1c (%)f 37 (34–40)/5.5 (5.3–5.8) 0.9/0.3 0.090 (0.064)
Fasting glucose (mmol/l)g 5.3 (4.9–5.8) 0.2/0.7 − 0.033 (0.056)
Fasting insulin (pmol/l)g 70 (45–109) 0.5/0.1 0.122 (0.011)
Fasting C-peptide (pmol/l)h 516 (363–711) 0.9/0.2 0.115 (0.016)
Disposition indexi 1243 (684–2061) 0.1/0.6 0.040 (0.009)
Insulin sensitvity index (OGTT-derived)j 9.6 (5.6–15.2) 0.8/0.1 − 0.119 (0.011)
Adipo-IR (mmol/l * pmol/l)h 36.0 (19.2–57.4) 0.07/0.3 − 0.082 (0.009)
Plasma lipids
Free fatty acids (µmol/l)h 498 (375–633) < 0.0001/< 0.0001 − 0.305 (0.016)
Triglycerides (mg/dl)i 97 (74–137) 0.8/0.4 0.073 (0.015)
Cholesterol (mg/dl)i 190 (158–227) 0.6/0.4 0.081 (0.000)
LDL-Cholesterol (mg/dl)i 121 (95–150) 0.4/0.7 0.032 (0.025)
HDL-Cholesterol (mg/dl)i 52 (43–62) 0.9/0.4 0.069 (0.029)
Lipoprotein (a) (mg/dl)i 12 (7–39) 0.3/0.3 − 0.082 (0.006)
Proglucagon cleavage productsk
Insulin/Glucagon ratio 15.5 (12.7–20.4) 0.9/0.97 0.008 (0.030)
Glucagon (pmol/l) 5.67 (4.27–8.91) 0.03/0.03 0.421 (0.032)
Glicentin (pmol/l) 17.28 (11.11–26.90) 0.02/0.03 0.365 (0.031)
Glucagon-like peptide 1 (pmol/l) 3.39 (2.22–4.25) 0.08/0.1 0.284 (0.021)
Glucose-dependent insulinotropic polypeptide (pmol/l) 3.82 (2.52–6.64) 0.008/0.01 0.474 (0.028)
Others
ß-Hydroxybutyric acid (µM/l)k 47.2 (30.2–85.4) 0.02/0.02 − 0.382 (0.015)
Thyroid-stimulating hormone (mU/l)i 1.82 (1.19–2.75) 0.3/0.7 0.026 (0.009)
C-reactive protein (mg/dl)i 0.12 (0.03–0.35) 0.7/0.1 0.121 (0.005)
Morning cortisol, serum (nmol/l)i 387 (297–508) 0.5/0.2 − 0.104 (0.019)

MR magnetic resonance, MRS magnetic resonance spectroscopy, HbA1c hemoglobin A1c, OGTT oral glucose tolerance test, Adipo-IR adipose tissue insulin resistance index, LDL-Cholesterol low-density lipoprotein cholesterol, HDL-Cholesterol: high-density lipoprotein cholesterol.

*Adjusted for sex and age; # adjusted for age; ## adjusted for sex and BMI. Standardized ß are from multivariate linear regression models. a: n = 190; b: n = 187; c: n = 137; d: n = 139; e: n = 140; f: n = 178; g: n = 191; h: n = 181; i: n = 179; j: n = 184; k: n = 38. p < 0.05 are printed in bold.