Characteristics | Type 1 diabetes (n = 20) | Type 1 diabetes and depression (n = 20) | Healthy control group (n = 20) | Total sample (N = 60) |
---|---|---|---|---|
Age (in years) | 42.20 ± 15.05 | 43.45 ± 12.07 | 41.85 ± 14.15 | 42.19 ± 13.89 |
Female sex | 13 (65.0%) | 13 (65.0%) | 13 (65.0%) | 39 (65.0%) |
Years of formal education** | ||||
0–10 | 4 (20.0%) | 13 (65.0%) | 3 (15.0%) | 20 (33.3%) |
> 10 | 16 (80.0%) | 7 (35.0%) | 17 (85.0%) | 40 (66.7%) |
Diabetes duration (in years) | 16.20 ± 12.56 | 20.75 ± 13.09 | – | – |
Body-Mass-Index (BMI)** | 23.76 ± 2.65 | 27.15 ± 4.18 | 24.19 ± 2.72 | 25.03 ± 3.55 |
Smoking (yes)* | 2 (10.0%) | 6 (30.0%) | 1 (5.0%) | 9 (15.0%) |
Dietary habits | ||||
No special diet | 18 (90.0%) | 14 (70.0%) | 17 (85.0%) | 49 (81.7%) |
Vegetarian | 2 (10.0%) | 2 (10.0%) | 2 (10.0%) | 6 (10.0%) |
Vegan | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) |
Other diets | 0 (0.0%) | 4 (20.0%) | 1 (5.0%) | 5 (8.3%) |
Contraceptives (yes) | 4 (20.0%) | 2 (10.0%) | 4 (20.0%) | 10 (16.7%) |
Further somatic diseases (yes)** | 13 (65.0%) | 18 (90.0%) | 9 (40.0%) | 40 (66.7%) |
Arterial hypertension | 4 (20.0%) | 4 (20.0%) | 4 (20.0%) | 12 (20.0%) |
Thyroid diseases** | 8 (40.0%) | 11 (55.0%) | 2 (10.0%) | 21 (35.0%) |
Hypercholesterolemia | 4 (20.0%) | 4 (20.0%) | 0 (0.0%) | 8 (13.3%) |
High-sensitivity C-reactive protein (hs-CRP (mg/dl)) | 1.59 ± 2.70 | 2.13 ± 2.66 | 2.28 ± 3.88 | 2.00 ± 3.11 |
Major depression (Mini-DIPS) | ||||
Single episode | – | 5 (25.0%) | – | – |
Recurrent episodes | – | 15 (75.0%) | – | – |
Severity of depression (PHQ-9, range 0–27)*** | 6.05 ± 3.75 | 14.15 ± 3.54 | 1.80 ± 1.24 | 7.33 ± 5.98 |
TICS-SSCS (range 0–48)*** | 13.25 ± 9.78 | 27.80 ± 7.04 | 8.15 ± 4.66 | 16.40 ± 11.15 |
PAID sum score (range 0–100)*** | 20.55 ± 17.28 | 41.81 ± 15.31 | – | – |
Alpha diversity: Differences in the composition of gut microbiota between groups | ||||
Number of species*** | 747.55 ± 44.30 | 737.75 ± 55.96 | 647.00 ± 83.21 | 711.85 ± 76.59 |
Shannon index*** | 4.59 ± 0.20 | 4.61 ± 0.22 | 4.18 ± 0.45 | 4.47 ± 0.36 |
ACE‡ | 807.17 ± 46.82 | 800.60 ± 59.09 | 711.60 ± 86.24 | 774.16 ± 77.90 |
CHAO1* | 788.59 ± 44.98 | 785.42 ± 61.22 | 702.20 ± 90.01 | 759.70 ± 77.49 |
Abundances of different taxonomic levels (numbers and relative abundance): Differences between groups (only significant results) | ||||
Phyla | ||||
Firmicutes | ||||
Numbers Relative abundance | 41,950 ± 7755 0.39 ± 0.07 | 44,022 ± 9014 0.41 ± 0.08 | 37,190 ± 7583 0.34 ± 0.07 | 41,120 ± 8507 0.38 ± 0.08 |
Bacteroidetes | ||||
Numbers Relative abundance | 56,430 ± 8806 0.52 ± 0.08 | 52,814 ± 8981 0.49 ± 0.08 | 59,305 ± 8434 0.55 ± 0.08 | 56,130 ± 9002 0.52 ± 0.08 |
Actinobacteria | ||||
Numbers Relative abundance | 383 ± 345 0.0035 ± 0.0032 | 446 ± 220 0.0041 ± 0.0020 | 544 ± 294 0.0063 ± 0.0027 | 456 ± 293 0.0042 ± 0.0027 |
Orders | ||||
Lactobacillales | ||||
Numbers Relative abundance | 93 ± 58 9e-4 ± 5e-4 | 117 ± 139 1e-3 ± 1.2e-3 | 1023 ± 971 9e-3 ± 9e-3 | 401 ± 698 4e-3 ± 6e-3 |
Families | ||||
Veillonellaceae (Phylum Firmicutes)* | ||||
Numbers Relative abundance | 934 ± 569 0.006 ± 0.004 | 2647 ± 2228 0.02 ± 0.01 | 1770 ± 2487 0.01 ± 0.02 | 1784 ± 2039 0.01 ± 0.01 |
Christensenellaceae (Phylum Firmicutes)*** | ||||
Numbers Relative abundance | 2268 ± 940 0.01 ± 0.006 | 1935 ± 949 0.01 ± 0.006 | 834 ± 799 0.005 ± 0.005 | 1693 ± 1082 0.01 ± 0.007 |
Lactobacillaceae (Phylum Firmicutes)*** | ||||
Numbers Relative abundance | 19 ± 11 0.0001 ± 0.00007 | 55 ± 177 0.0003 ± 0.001 | 741 ± 721 0.005 ± 0.004 | 264 ± 531 0.001 ± 0.003 |
Leuconostocaceae (Phylum Firmicutes)*** | ||||
Numbers Relative abundance | 0.35 ± 1 0.000002 ± 0.000006 | 1,6 ± 3.7 0.00001 ± 0.00002 | 288 ± 493 0.002 ± 0.003 | 93 ± 306 0.0006 ± 0.002 |
Succinivibrionaceae (Phylum Proteobacteria)*** | ||||
Numbers Relative abundance | 1668 ± 3551 0.01 ± 0.02 | 3326 ± 5454 0.02 ± 0.03 | 75 ± 326 0.0005 ± 0.003 | 1717 ± 3960 0.01 ± 0.02 |
Rhodospirillaceae (Phylum Proteobacteria)* | ||||
Numbers Relative abundance | 1995 ± 1585 0.01 ± 0.01 | 1998 ± 1494 0.01 ± 0.01 | 928 ± 1632 0.005 ± 0.007 | 1652 ± 1623 0.01 ± 0.01 |