Total physical activity (METs) |
2642 (1476–3809) |
2575 (1169–3980) |
2207 (1444–2969) |
2490 (1586–3395) |
+351 (−1143 to +1846) |
0.46 |
Dietary intake |
|
|
|
|
|
|
Caloric intake (kcal/day) |
1923 (1627–2219) |
1582 (1368–1795) ** |
1851 (1695–2007) |
1450 (1249–1652) *** |
−60 (−352 to +233) |
0.69 |
Carbohydrates (% of daily energy) |
45.5 (42.6–48.4) |
46.6 (42.9–50.4) |
46.1 (43.5–48.8) |
69.6 (67.3–71.8) *** |
+22.3 (+17.7 to +26.9) |
<0.001 |
Fats (% of daily energy) |
35.6 (32.3–38.9) |
35.0 (31.5–38.4) |
36.1 (34.0–38.1) |
17.5 (15.5–19.4) *** |
−17.9 (−22.3 to −13.6) |
<0.001 |
Proteins (% of daily energy) |
16.1 (15.0–17.1) |
17.0 (15.5–18.5) |
16.8 (15.4–18.2) |
12.3 (11.3–13.3) *** |
−5.4 (−7.8 to −3.0) |
<0.001 |
Fiber intake (g/day) |
25.2 (20.9–29.6) |
23.5 (19.6–27.4) |
24.2 (21.0–27.4) |
37.8 (31.4–44.1) *** |
+15.3 (+8.0 to +22.6) |
<0.001 |
Cholesterol intake (mg/day) |
290 (220–360) |
212 (149–275) |
264 (213–315) |
6.5 (2.5–10.5) *** |
−180 (−278 to −82) |
<0.001 |
Saturated fatty acids (g/day) |
25.5 (19.8–31.1) |
17.9 (13.6–22.2) ** |
24.5 (21.2–27.7) |
5.6 (4.6–6.7) *** |
−11.2 (−16.5 to −5.9) |
<0.001 |
Monounsaturated fatty acids (g/day) |
30.5 (23.8–37.2) |
24.9 (19.8–30.0) |
28.9 (25.1–32.7) |
9.5 (7.8–11.2) *** |
−13.8 (−19.5 to −8.2) |
<0.001 |
Polyunsaturated fatty acids (g/day) |
20.9 (15.3–26.5) |
17.9 (14.8–21.1) |
18.2 (15.2–21.1) |
10.6 (9.0–12.2) *** |
−4.6 (−10.1 to +0.9) |
0.10 |
Glycemic index |
58.1 (56.2–59.9) |
57.4 (55.3–59.5) * |
57.7 (55.5–59.9) |
54.4 (53.4–55.5) ** |
−2.6 (−5.7 to +0.5) |
0.10 |
Anthropometric variables |
|
|
|
|
|
|
BMI (kg/m2) |
33.6 (32.5–34.8) |
33.4 (32.2–34.6) |
33.1 (31.8–34.3) |
31.2 (29.9–32.5) *** |
−2.0 (−2.6 to −1.5) |
<0.001 |
Lean mass (kg) |
49.8 (46.2–53.4) |
48.8 (45.4–52.2) ** |
50.6 (48.6–52.5) |
48.3 (46.5–50.1) *** |
−1.2 (−2.0 to −0.5) |
0.002 |
Fat mass (kg) |
39.1 (35.6–42.5) |
39.5 (36.0–43.0) |
42.0 (39.3–44.7) |
38.1 (35.6–40.7) *** |
−4.3 (−5.4 to −3.2) |
<0.001 |
Visceral fat volume (cm3) |
1434 (1154–1714) |
1459 (1173–1744) |
1289 (1040–1539) |
1090 (864–1315) *** |
−224 (−328 to −120) |
<0.001 |
Laboratory variables |
|
|
|
|
|
|
Total cholesterol (mmol/L) |
5.4 (5.0–5.8) |
5.3 (5.0–5.6) |
5.4 (5.1–5.7) |
4.8 (4.4–5.2) *** |
−1.1 (−2.0 to −0.2) |
0.02 |
HDL-cholesterol (mmol/L) |
1.6 (1.4–1.8) |
1.6 (1.4–1.8) |
1.6 (1.5–1.8) |
1.4 (1.3–1.6) *** |
−0.4 (−0.6 to −0.2) |
0.002 |
LDL-cholesterol (mmol/L) |
3.2 (2.9–3.6) |
3.2 (2.9–3.5) |
3.2 (2.9–3.5) |
2.7 (2.3–3.1) ** |
−0.9 (−1.8 to −0.1) |
0.03 |
Triglycerides (mmol/L) |
1.1 (0.9–1.4) |
1.2 (0.9–1.6) |
1.2 (1.0–1.3) |
1.4 (1.2–1.7) ** |
+0.9 (−0.3 to +2.2) |
0.16 |
Fasting plasma glucose (mmol/L) |
5.5 (5.3–5.7) |
5.6 (5.4–5.8) |
5.3 (5.1–5.6) |
5.1 (4.9–5.2) ** |
−0.4 (−0.6 to −0.2) |
<0.001 |
Fasting plasma insulin (pmol/L) |
72.9 (56.9–88.2) |
88.9 (38.9–135.4) |
91.7 (72.9–111.8) |
71.5 (55.6–87.5) ** |
−85.4 (−170.8 to +0.7) |
0.05 |
Fasting plasma C-peptide (ng/mL) |
2.5 (2.2–2.8) |
3.0 (2.2–3.8) |
2.6 (2.3–2.9) |
2.1 (1.9–2.4) *** |
−1.0 (−1.6 to −0.4) |
0.003 |
HbA1c (DCCT, %) |
5.8 (5.7–5.9) |
5.8 (5.7–5.9) |
5.8 (5.7–5.9) |
5.8 (5.7–5.9) |
0.0 (−0.1 to +0.1) |
0.81 |
HbA1c (IFCC, mmol/mol) |
40 (38.8–41.2) |
40.1 (38.8–41.4) |
39.9 (38.3–41.4) |
40.1 (38.9–41.4) |
+0.1 (−24.6 to +22.4) |
0.81 |
Insulin secretion/ Beta-cell function |
|
|
|
|
|
|
Basal insulin secretion (pmol/min/m2) |
100.5 (94.4–107.2) |
104.1 (97.7–111.3) |
108.6 (102.2–115.8) |
83.0 (78.9–87.5) ** |
−54.2 (−86.5 to −21.9) |
<0.001 |
Total insulin secretion (nmol/m2) |
55.3 (52.6–58.2) |
63.3 (60.4–66.4) ** |
53.8 (51.4–56.3) |
54.8 (52.4–57.3) |
−8.8 (−17.3 to +0.4) |
0.07 |
Insulin secretion at a fixed glucose value (5 mM) (pmol/min/m2) |
110.0 (99.6–121.1) |
103.1 (93.9–112.8) |
109.4 (100.1–119.4) |
116.6 (105.9–128.1) * |
+14.2 (−25.0 to +63.3) |
0.10 |
Mean glucose (mmol/L) |
5.5 (5.2–5.8) |
6.1 (5.7–6.4) *** |
5.6 (5.2–6.0) |
5.4 (4.9–5.9) * |
−0.8 (−1.2 to −0.4) |
<0.001 |
Mean insulin (pmol/L) |
312.2 (234.4–390.0) |
406.4 (316.8–496.0) * |
330.0 (259.4–400.6) |
348.6 (274.7–422.5) |
−75.7 (−180.4 to +29.1) |
0.15 |
Glucose sensitivity (pmol/min/m2/mM) |
107.5 (76.4–146.5) |
181.1 (135.3–237.2) |
108.5 (80.8–142.4) |
213.8 (167.9–268.3) ** |
+65.5 (−74.4 to +205.4) |
0.13 |
Rate sensitivity (pmol/m2/mM) |
2260 (1419–3101) |
1978 (1188–2768) |
2783 (2127–3438) |
2269 (1505–3033) |
−232 (−1601 to +1137) |
0.38 |
Potentiation factor ratio (dimensionless) |
1.45 (1.28–1.63) |
1.62 (1.43–1.82) |
1.32 (1.17–1.47) |
1.08 (0.95–1.22) |
−0.51 (−1.04 to +0.03) |
0.08 |
Insulin sensitivity /resistance |
|
|
|
|
|
|
3 h-oral glucose insulin sensitivity (mL/min/m2) |
403.2 (389.1–417.6) |
388.2 (374.5–402.3) |
404.1 (391.7–416.8) |
406.7 (394.2–419.5) |
+10.8 (−29.5 to +51.1) |
0.78 |
HOMA-IR (dimensionless) |
2.4 (2.1–2.7) |
2.8 (2.5–3.1) |
2.5 (2.3–2.8) |
1.9 (1.7–2.1) *** |
−1.0 (−1.2 to −0.8) |
0.004 |