| Literature DB >> 34665938 |
Shinnosuke Hata1, Hanako Nakajima1, Yoshitaka Hashimoto1, Tomoki Miyoshi1, Yukako Hosomi1, Takuro Okamura1, Saori Majima1, Naoko Nakanishi1, Takafumi Senmaru1, Takafumi Osaka1, Hiroshi Okada1, Emi Ushigome1, Masahide Hamaguchi1, Mai Asano1, Masahiro Yamazaki1, Michiaki Fukui1.
Abstract
AIMS/Entities:
Keywords: Constipation; Diarrhea; Probiotics
Mesh:
Substances:
Year: 2021 PMID: 34665938 PMCID: PMC8902400 DOI: 10.1111/jdi.13698
Source DB: PubMed Journal: J Diabetes Investig ISSN: 2040-1116 Impact factor: 4.232
Figure 1Outline of enrollment and follow‐up visits.
Figure 2Inclusion and exclusion flow. FAS, full analysis set; PPS, per‐protocol set.
Baseline characteristics of study participants of full analysis set group
|
| 40 |
|---|---|
| Age (years) | 64.0 ± 9.4 |
| Sex (men/women) | 26/14 |
| Duration of diabetes (years) | 11.8 ± 8.2 |
| Height (cm) | 163.5 ± 8.7 |
| Body weight, kg ( | 67.6 ± 12.7 |
| Body mass index, kg/m2 ( | 25.0 ± 3.9 |
| Smoking (never/past/current smoker) | 20/14/6 |
| Alcohol consumption (no/yes) | 21/19 |
| Retinopathy, no/yes ( | 29/6 |
| Nephropathy, normo/micro/macroalbuminuria ( | 23/13/3 |
| Metformin dosage (mg) | 875 ± 392 |
| Sulfonylurea (no/yes) | 30/10 |
| Thiazolidine (no/yes) | 40/0 |
| α‐Glucosidase inhibitor (no/yes) | 37/3 |
| Dipeptidyl peptidase‐4 inhibitor (no/yes) | 16/24 |
| Sodium glucose cotransporter‐2 inhibitor (no/yes) | 25/15 |
| Insulin (no/yes) | 36/4 |
| Antihypertension medication (no/yes) | 21/19 |
| Dyslipidemia medication (no/yes) | 26/14 |
Change in gastrointestinal symptom rating scale scores among full analysis set group
| GSRS scores | Observation 1 | Observation 2 | Change between observation 1 and observation 2 |
| Observation 3 | Change between observation 1 and observation 3 |
|
|---|---|---|---|---|---|---|---|
| Total score | 2.02 ± 0.51 | 1.59 ± 0.43 | −0.43 ± 0.49 | <0.001 | 1.76 ± 0.48 | − 0.25 ± 0.50 | 0.003 |
| Acid reflux score | 1.61 ± 0.80 | 1.20 ± 0.42 | −0.41 ± 0.80 | 0.002 | 1.38 ± 0.48 | −0.19 ± 0.75 | 0.12 |
| Abdominal pain score | 1.32 ± 0.51 | 1.11 ± 0.25 | −0.22 ± 0.47 | 0.006 | 1.21 ± 0.36 | −0.10 ± 0.58 | 0.28 |
| Indigestion score | 1.86 ± 0.72 | 1.55 ± 0.59 | −0.31 ± 0.71 | 0.009 | 1.90 ± 0.63 | 0.03 ± 0.69 | 0.77 |
| Diarrhea score | 2.32 ± 1.14 | 1.89 ± 0.99 | −0.42 ± 0.95 | 0.007 | 1.99 ± 1.04 | −0.32 ± 0.92 | 0.034 |
| Constipation score | 3.00 ± 1.16 | 2.20 ± 1.07 | −0.80 ± 1.19 | <0.001 | 2.32 ± 1.15 | −0.68 ± 1.13 | <0.001 |
Student's t‐tests were carried out to assess statistical significance. GSRS, gastrointestinal symptom rating scale.
Figure 3Change in Bristol Stool Scale score before and after the use of the probiotic Bifidobacterium bifidum G9‐1. (a) The Bristol Stool Scale scores of observation 1 (n = 38), observation 2 (n = 38) and observation 3 (n = 37) are shown. Change in Bristol Stool Scale score was evaluated using Wilcoxon signed‐rank test. (b) The differences in the proportions of Bristol Stool Scale scores ≥3.5 to <4.5 were evaluated by the McNemar test.
Change in glycated hemoglobin and fasting plasma glucose among full analysis set group
| Observation 1 | Observation 2 | Change |
| |
|---|---|---|---|---|
| HbA1c (%) |
7.0 ± 0.7 ( |
7.0 ± 0.6 ( |
0.0 ± 0.4 ( | 0.91 |
| HbA1c (mmol/mol) |
53.1 ± 7.5 ( |
53.2 ± 6.8 ( |
0.1 ± 4.4 ( | 0.91 |
| Fasting plasma glucose (mg/dL) |
130.9 ± 21.8 ( |
136.5 ± 24.6 ( |
4.4 ± 28.3 ( | 0.50 |
Student's t‐tests were carried out to assess statistical significance. HbA1c, glycated hemoglobin.
Figure 4The α‐diversity comparisons between before and after use of the probiotic Bifidobacterium bifidum G9‐1. (a) Observed operational taxonomic units (OTUs) number, (b) Faith's Phylogenetic Diversity, (c) Chao1 index and (d) Shannon index. The analyses were carried out among a full analysis set group (n = 40). The differences between the groups were evaluated using Student's t‐test, with no significant differences being found.
Figure 5Principal coordinates analysis of the gut microbiota fecal diversity between before and after use of probiotic Bifidobacterium bifidum G9‐1. (a) Unweighted UniFrac metrics and (b) weighted Unifrac metrics. The analyses were carried out among a full analysis set group (n = 40). Based on the Unifrac distance matrix, a Monte Carlo two‐sample t‐test was carried out. There was no significant difference between the mean unweighted UniFrac distances for before‐before and that for before‐after (P = 1.00) and that for after‐after and that for before‐after (P = 0.589). There was no significant difference between the mean weighted UniFrac distances for before‐before and that for before‐after (P = 0.06) and that for after‐after and that for before‐after (P = 0.669). Blue circle represents before use of probiotic Bifidobacterium bifidum G9‐1 and red circle represents after use of probiotic Bifidobacterium bifidum G9‐1.
Figure 6Alternation of relative abundance in phyla before and after use of probiotic Bifidobacterium bifidum G9‐1. The analyses were carried out among a full analysis set group (n = 40). The differences between the groups were evaluated using Student's t‐test.
Alternation of relative abundance in genera among full analysis set group
| Genera | Observation 1 | Observation 2 | Change |
|
|---|---|---|---|---|
| g__Bacteroides | 0.170 ± 0.103 | 0.149 ± 0.071 | −0.021 ± 0.081 | 0.11 |
| g__Bifidobacterium | 0.067 ± 0.084 | 0.056 ± 0.056 | −0.011 ± 0.054 | 0.20 |
| g__Blautia | 0.047 ± 0.030 | 0.041 ± 0.023 | −0.005 ± 0.026 | 0.25 |
| g__Ruminococcus | 0.044 ± 0.041 | 0.049 ± 0.056 | 0.006 ± 0.050 | 0.48 |
| f__Lachnospiraceae; g__[Ruminococcus] | 0.042 ± 0.059 | 0.043 ± 0.071 | 0.001 ± 0.031 | 0.81 |
| g__Faecalibacterium | 0.041 ± 0.046 | 0.050 ± 0.057 | 0.009 ± 0.035 | 0.10 |
| Unclassified f__Lachnospiraceae | 0.039 ± 0.027 | 0.040 ± 0.034 | 0.002 ± 0.03 | 0.77 |
| g__Roseburia | 0.034 ± 0.041 | 0.038 ± 0.046 | 0.004 ± 0.032 | 0.43 |
| g__Prevotella | 0.033 ± 0.072 | 0.026 ± 0.062 | −0.007 ± 0.055 | 0.43 |
| g__Coprococcus | 0.029 ± 0.027 | 0.025 ± 0.022 | −0.004 ± 0.016 | 0.17 |
| g__Megamonas | 0.028 ± 0.074 | 0.034 ± 0.070 | 0.006 ± 0.045 | 0.38 |
| g__Parabacteroides | 0.027 ± 0.029 | 0.022 ± 0.021 | −0.005 ± 0.021 | 0.14 |
| g__Collinsella | 0.026 ± 0.026 | 0.030 ± 0.028 | 0.004 ± 0.023 | 0.33 |
| g__Oscillospira | 0.026 ± 0.021 | 0.030 ± 0.022 | 0.004 ± 0.017 | 0.12 |
| Unclassified f__Enterobacteriaceae | 0.025 ± 0.032 | 0.025 ± 0.045 | −0.000 ± 0.0497 | 0.97 |
| g__Streptococcus | 0.024 ± 0.041 | 0.030 ± 0.044 | 0.006 ± 0.041 | 0.35 |
| g__Megasphaera | 0.023 ± 0.034 | 0.020 ± 0.030 | −0.003 ± 0.021 | 0.43 |
| g__Gemmiger | 0.022 ± 0.028 | 0.025 ± 0.025 | 0.002 ± 0.016 | 0.35 |
| g__Akkermansia | 0.020 ± 0.058 | 0.020 ± 0.059 | 0.001 ± 0.019 | 0.87 |
| g__Lactobacillus | 0.018 ± 0.054 | 0.018 ± 0.037 | −0.001 ± 0.039 | 0.92 |
| Unclassified f__Lachnospiraceae | 0.018 ± 0.019 | 0.020 ± 0.021 | 0.002 ± 0.019 | 0.46 |
| g__Phascolarctobacterium | 0.017 ± 0.021 | 0.015 ± 0.013 | −0.002 ± 0.016 | 0.50 |
| Unclassified f__Ruminococcaceae | 0.015 ± 0.015 | 0.017 ± 0.022 | 0.002 ± 0.022 | 0.62 |
| g__Dorea | 0.014 ± 0.009 | 0.016 ± 0.014 | 0.002 ± 0.014 | 0.34 |
| g__Veillonella | 0.012 ± 0.026 | 0.014 ± 0.029 | 0.001 ± 0.021 | 0.67 |
| g__Clostridium | 0.012 ± 0.024 | 0.011 ± 0.015 | −0.001 ± 0.027 | 0.83 |
| g__Alistipes | 0.012 ± 0.024 | 0.010 ± 0.023 | −0.002 ± 0.014 | 0.48 |
| g__Sutterella | 0.011 ± 0.009 | 0.008 ± 0.006 | −0.003 ± 0.006 | 0.002 |
| g__[Eubacterium] | 0.010 ± 0.017 | 0.007 ± 0.011 | −0.002 ± 0.012 | 0.24 |
| Unclassified f__Ruminococcaceae | 0.007 ± 0.010 | 0.009 ± 0.017 | 0.003 ± 0.012 | 0.15 |
The top 30 gut microbial genera are listed. Student's t‐tests were carried out to assess statistical significance.
Correlation between change in gastrointestinal symptom rating scale total score and change in other parameters among full analysis set group
|
|
|
| |
|---|---|---|---|
| Bristol stool scale | 38 | −0.08 (−0.39, 0.25) | 0.64 |
| HbA1c (%) | 40 | 0.29 (−0.03, 0.55) | 0.07 |
| Fasting plasma glucose (mg/dL) | 19 | 0.42 (−0.05, 0.73) | 0.07 |
| Body mass index (kg/m2) | 36 | 0.13 (−0.21, 0.44) | 0.44 |
| OTUs | 40 | 0.20 (−0.13, 0.48) | 0.23 |
| Faith's Phylogenetic Diversity | 40 | 0.10 (−0.22, 0.39) | 0.56 |
| Chao1 index | 40 | 0.21 (−0.11, 0.48) | 0.20 |
| Shannon index | 40 | 0.22 (−0.11, 0.49) | 0.18 |
Correlations were evaluated using Spearman's rank correlation coefficient. GSRS, gastrointestinal symptom rating scale; HbA1c, glycated hemoglobin; OTUs, operational taxonomic units.
Subgroup analyses of change in gastrointestinal symptom rating scale total score and glycated hemoglobin among full analysis set group
| Change from observation 1 to observation 2 |
| ||
|---|---|---|---|
| Age <65 years | GSRS total score ( | −0.52 ± 0.46 | <0.001 |
| HbA1c (%) ( | 0.0 ± 0.4 | 0.73 | |
| Age ≥65 years | GSRS total score ( | −0.37 ± 0.51 | 0.002 |
| HbA1c (%) ( | 0.0 ± 0.4 | 0.88 | |
| Men | GSRS total score ( | −0.42 ± 0.51 | <0.001 |
| HbA1c (%) ( | 0.1 ± 0.4 | 0.28 | |
| Women | GSRS total score ( | −0.45 ± 0.46 | 0.003 |
| HbA1c (%) ( | −1.7 ± 2.7 | 0.033 | |
| BMI <25 kg/m2 | GSRS total score ( | −0.36 ± 0.51 | 0.002 |
| HbA1c (%) ( | 0.1 ± 0.4 | 0.29 | |
| BMI ≥25 kg/m2 | GSRS total score ( | −0.52 ± 0.48 | 0.002 |
| HbA1c (%) ( | −0.1 ± 0.4 | 0.17 | |
| Constipation symptoms (−) | GSRS total score ( | −0.39 ± 0.34 | <0.001 |
| HbA1c (%) ( | 0.0 ± 0.4 | 0.96 | |
| Constipation symptoms (+) | GSRS total score ( | −0.47 ± 0.59 | 0.001 |
| HbA1c (%) ( | 0.0 ± 0.4 | 0.191 | |
| Diarrhea symptoms (−) | GSRS total score ( | −0.39 ± 0.47 | <0.001 |
| HbA1c (%) ( | 0.0 ± 0.4 | 0.77 | |
| Diarrhea symptoms (+) | GSRS total score ( | −0.56 ± 0.53 | 0.006 |
| HbA1c (%) ( | 0.0 ± 0.5 | 0.85 |
Student's t‐tests were carried out to assess statistical significance. BMI, body mass index; GSRS, gastrointestinal symptom rating scale; HbA1c, glycated hemoglobin.