| Literature DB >> 35570493 |
Daisuke Asaoka1, Jinzhong Xiao2,3, Tsutomu Takeda1, Naotake Yanagisawa4, Takahiro Yamazaki5, Yoichiro Matsubara5, Hideki Sugiyama5, Noemi Endo5, Motoyuki Higa5, Koji Kasanuki5, Yosuke Ichimiya5, Shigeo Koido6, Kazuya Ohno3, Francois Bernier3, Noriko Katsumata2,3, Akihito Nagahara7, Heii Arai8, Toshifumi Ohkusa2,6, Nobuhiro Sato2.
Abstract
BACKGROUND: Probiotics have been reported to ameliorate cognitive impairment.Entities:
Keywords: Bifidobacterium; brain atrophy; cognitive function; mild cognitive impairment; probiotics
Mesh:
Year: 2022 PMID: 35570493 PMCID: PMC9277669 DOI: 10.3233/JAD-220148
Source DB: PubMed Journal: J Alzheimers Dis ISSN: 1387-2877 Impact factor: 4.160
Subject characteristics
| Full analysis set (FAS) | VSRAD analysis set | |||
| Probiotics | Placebo | Probiotics | Placebo | |
| Subject number | 55 | 60 | 42 | 47 |
| Gender (male/female) | 26/29 | 25/35 | 22/20 | 20/27 |
| Age | 77.2 (5.8) | 78.9 (4.3) | 77.3 (6.1) | 78.5 (4.2) |
| Height (cm) | 156.3 (9.1) | 154.7 (8.1) | 157.7 (8.7) | 154.9 (8.4) |
| Body weight (kg) | 55.4 (13.2) | 56.2 (8.7) | 56.9 (14) | 56.4 (8.8) |
| BMI (kg·m-2) | 22.6 (4.4) | 23.5 (3.3) | 22.8 (4.8) | 23.5 (3.5) |
| ADAS total score | 7.98 (2.89) | 7.52 (3.06) | 8.1 (2.9) | 7.5 (3.2) |
| MMSE total score | 24.5 (1.2) | 24.6 (1.2) | 24.4 (1.3) | 24.6 (1.2) |
Data are number or mean (SD).
Fig. 1Trial profile.
Summary of the cognitive tests in the full analysis set
| Group | Baseline | Week 8 | Week 16 | Week 24 | ⊿ Week 24 | ||||||
| Mean (SD) |
| Mean (SD) |
| Mean (SD) |
| Mean (SD) |
| Mean (SD) |
| ||
| ADAS-cog total score | Probiotic | 7.98 (2.89) | 0.319 | 7.75 (3.09) | 0.175 | 7.06 (3.2)** | 0.336 | 6.67 (3.4)*** | 0.253 | –1.34 (2.61) | 0.789 |
| Placebo | 7.52 (3.06) | 6.89 (2.87)* | 6.47 (3.13)** | 6.1 (3.41)*** | –1.36 (2.53) | ||||||
| Word recall | Probiotic | 4.08 (1.32) | 0.103 | 3.68 (1.21)* | 0.816 | 3.55 (1.32)** | 0.194 | 3.48 (1.42)*** | 0.159 | –0.64 (1.18) | 0.789 |
| Placebo | 3.74 (1.37) | 3.64 (1.56) | 3.2 (1.41)** | 3.1 (1.58)*** | –0.62 (1.15) | ||||||
| Spoken language ability | Probiotic | 0 (0) | 1.000 | 0 (0) | 1.000 | 0.02 (0.14) | 0.970 | 0 (0) | 1.000 | 0 (0) | 1.000 |
| Placebo | 0 (0) | 0 (0) | 0.02 (0.13) | 0 (0) | 0 (0) | ||||||
| Comprehension of | |||||||||||
| spoken language | Probiotic | 0 (0) | 1.000 | 0 (0) | 1.000 | 0.02 (0.14) | 0.970 | 0.02 (0.14) | 0.299 | 0.02 (0.14) | 0.299 |
| Placebo | 0 (0) | 0 (0) | 0.02 (0.13) | 0 (0) | 0 (0) | ||||||
| Word-finding difficulty | Probiotic | 0.06 (0.23) | 0.792 | 0.09 (0.35) | 0.884 | 0.04 (0.19) | 0.949 | 0.02 (0.14) | 0.634 | –0.02 (0.24) | 0.778 |
| Placebo | 0.07 (0.25) | 0.07 (0.25) | 0.03 (0.18) | 0.04 (0.19) | –0.04 (0.33) | ||||||
| Following commands | Probiotic | 1.04 (0.77) | 0.111 | 0.82 (0.77) | 0.707 | 0.76 (0.82)* | 0.193 | 0.71 (0.7)** | 0.663 | –0.37 (0.82) | 0.075 |
| Placebo | 0.8 (0.71) | 0.87 (0.75) | 0.91 (0.71) | 0.63 (0.62) | –0.16 (0.73) | ||||||
| Naming | Probiotic | 0 (0) | 0.178 | 0 (0) | 0.347 | 0 (0) | 0.174 | 0 (0) | 0.100 | 0 (0) | 0.354 |
| Placebo | 0.03 (0.18) | 0.02 (0.13) | 0.03 (0.18) | 0.05 (0.23) | 0.02 (0.13) | ||||||
| Constructions | Probiotic | 0.27 (0.45) | 0.610 | 0.44 (0.5)* | 0.066 | 0.26 (0.44) | 0.668 | 0.31 (0.51)* | 0.085 | 0.04 (0.56) | 0.060 |
| Placebo | 0.32 (0.47) | 0.2 (0.4) | 0.22 (0.42) | 0.16 (0.37) | –0.16 (0.49) | ||||||
| Ideational praxis | Probiotic | 0.38 (0.73) | 0.817 | 0.35 (0.78) | 0.779 | 0.35 (0.73) | 0.674 | 0.16 (0.54) | 0.273 | –0.18 (0.79) | 0.796 |
| Placebo | 0.43 (0.79) | 0.27 (0.58) | 0.29 (0.65) | 0.23 (0.57) | –0.23 (0.82) | ||||||
| Orientation | Probiotic | 0.35 (0.58) | 0.397 | 0.42 (0.74) | 0.677 | 0.35 (0.68) | 0.964 | 0.22 (0.54) | 0.117 | –0.14 (0.53) | 0.021† |
| Placebo | 0.37 (0.99) | 0.4 (0.81) | 0.41 (0.88) | 0.47 (0.97) | 0.16 (0.75) | ||||||
| Word recognition | Probiotic | 1.79 (1.3) | 0.429 | 1.94 (1.73) | 0.078 | 1.7 (2) | 0.296 | 1.73 (1.94) | 0.195 | –0.05 (1.49) | 0.400 |
| Placebo | 1.73 (1.52) | 1.44 (1.2) | 1.32 (1.36)** | 1.4 (1.61)* | –0.32 (1.41) | ||||||
| Recall of test | |||||||||||
| instructions | Probiotic | 0.02 (0.14) | 0.960 | 0.02 (0.14) | 0.309 | 0.02 (0.14) | 0.313 | 0.02 (0.14) | 0.948 | 0 (0.2) | 1.000 |
| Placebo | 0.03 (0.26) | 0 (0) | 0 (0) | 0.02 (0.13) | –0.02 (0.3) | ||||||
Data are indicated as mean (SD). p value shows inter-group difference (probiotics versus placebo) (Wilcoxon rank-sum test), †p < 0.05. Difference from baseline was analyzed by Wilcoxon signed rank Test), *p < 0.05, **p < 0.01, ***p < 0.001.
Summary of the cognitive tests by MMSE in the full analysis set
| Group | Baseline | Week 8 | Week 16 | Week 24 | ⊿ Week 24 | ||||||
| Mean (SD) |
| Mean (SD) |
| Mean (SD) |
| Mean (SD) |
| Mean (SD) |
| ||
| MMSE total score | Probiotic | 24.51 (1.23) | 0.675 | 26.89 (2.26)*** | 0.868 | 27.44 (2.04)*** | 0.665 | 27.08 (2.42)*** | 0.725 | 2.61 (2.3) | 0.923 |
| Placebo | 24.62 (1.17) | 26.68 (2.71)*** | 27.12 (2.53)*** | 27.25 (2.38)*** | 2.63 (2.27) | ||||||
| Orientation in time | Probiotic | 4.64 (0.56) | 0.770 | 4.66 (0.7) | 0.898 | 4.72 (0.56) | 0.936 | 4.82 (0.52) | 0.065 | 0.18 (0.71) | 0.213 |
| Placebo | 4.6 (0.74) | 4.66 (0.69) | 4.67 (0.71) | 4.6 (0.8) | 0 (0.66) | ||||||
| Orientation in place | Probiotic | 4.62 (0.56) | 0.669 | 4.78 (0.57) | 0.690 | 4.82 (0.62)* | 0.910 | 4.92 (0.27)** | 0.194 | 0.29 (0.58) | 0.242 |
| Placebo | 4.62 (0.67) | 4.71 (0.67) | 4.85 (0.41)** | 4.81 (0.48)* | 0.19 (0.72) | ||||||
| Registration | Probiotic | 3 (0) | 0.178 | 2.98 (0.14) | 0.309 | 3 (0) | 1.000 | 2.98 (0.14) | 0.299 | –0.02 (0.14) | 0.163 |
| Placebo | 2.97 (0.18) | 3 (0) | 3 (0) | 3 (0) | 0.02 (0.13) | ||||||
| Serial-7 s | Probiotic | 1.76 (1.22) | 0.543 | 3.36 (1.8)*** | 0.444 | 3.48 (1.56)*** | 0.941 | 2.98 (1.87)*** | 0.124 | 1.22 (2.05) | 0.125 |
| Placebo | 1.77 (1.41) | 3.17 (1.64)*** | 3.45 (1.74)*** | 3.53 (1.59)*** | 1.77 (1.92) | ||||||
| Recall | Probiotic | 2.2 (0.87) | 0.755 | 2.56 (0.76)** | 0.860 | 2.67 (0.61)*** | 0.754 | 2.71 (0.64)*** | 0.707 | 0.51 (0.81) | 0.797 |
| Placebo | 2.17 (0.85) | 2.56 (0.84)*** | 2.6 (0.7)*** | 2.65 (0.72)*** | 0.47 (0.78) | ||||||
| Naming | Probiotic | 2 (0) | 1.000 | 2 (0) | 1.000 | 2 (0) | 1.000 | 2 (0) | 1.000 | 0 (0) | 1.000 |
| Placebo | 2 (0) | 2 (0) | 2 (0) | 2 (0) | 0 (0) | ||||||
| Repetition | Probiotic | 0.8 (0.4) | 0.824 | 0.87 (0.34) | 0.195 | 0.94 (0.23)* | 0.033† | 0.86 (0.35) | 0.967 | 0.08 (0.44) | 0.786 |
| Placebo | 0.82 (0.39) | 0.78 (0.42) | 0.81 (0.4) | 0.86 (0.35) | 0.05 (0.48) | ||||||
| Three-stage | Probiotic | 2.89 (0.32) | 0.243 | 2.93 (0.33) | 0.918 | 2.89 (0.32) | 0.253 | 2.92 (0.27) | 0.137 | 0.04 (0.34) | 0.937 |
| command | Placebo | 2.95 (0.22) | 2.95 (0.22) | 2.95 (0.22) | 2.98 (0.13) | 0.04 (0.27) | |||||
| Reading | Probiotic | 0.98 (0.14) | 0.304 | 0.95 (0.23) | 0.936 | 1 (0) | 1.000 | 1 (0) | 0.183 | 0.02 (0.14) | 0.092 |
| Placebo | 1 (0) | 0.95 (0.22) | 1 (0) | 0.97 (0.19) | –0.04 (0.19) | ||||||
| Writing | Probiotic | 0.71 (0.46) | 0.069 | 0.87 (0.34)* | 0.153 | 0.94 (0.23)** | 0.232 | 0.9 (0.3)** | 0.907 | 0.22 (0.5) | 0.058 |
| Placebo | 0.85 (0.36) | 0.95 (0.22)* | 0.88 (0.33) | 0.9 (0.31) | 0.05 (0.4) | ||||||
| Construction | Probiotic | 0.91 (0.29) | 0.657 | 0.93 (0.26) | 0.633 | 0.98 (0.14) | 0.115 | 0.98 (0.14) | 0.634 | 0.08 (0.34) | 0.920 |
| Placebo | 0.88 (0.32) | 0.95 (0.22) | 0.91 (0.28) | 0.97 (0.19) | 0.07 (0.37) | ||||||
Data are indicated as mean (SD). p value shows inter-group difference (probiotics versus placebo) (Wilcoxon rank-sum test), †p < 0.05. Difference from baseline was analyzed by Wilcoxon signed rank Test), *p < 0.05, **p < 0.01, ***p < 0.001.
Subgroup analysis of cognitive tests by ADAS-cog based on baseline MMSE scores
| Group | Baseline | Week 8 | Week 16 | Week 24 | ⊿ Week 24 | ||||||
| Mean (SD) |
| Mean (SD) |
| Mean (SD) |
| Mean (SD) |
| Mean (SD) |
| ||
| MMSE < 25 | |||||||||||
| ADAS-cog total score | Probiotic | 8.4 (2.92) | 0.503 | 8.14 (3.36) | 0.940 | 7.25 (3.39) | 0.810 | 7.11 (3.66) | 0.718 | –1.19 (2.76) | 0.283 |
| Placebo | 7.87 (3.22) | 7.83 (2.79) | 7.51 (3.51) | 7.08 (3.88) | –0.68 (2.76) | ||||||
| Word recall | Probiotic | 4.22 (1.08) | 0.377 | 3.82 (1.18) | 0.501 | 3.59 (1.31)* | 0.710 | 3.49 (1.27)** | 0.756 | –0.71 (0.96) | 0.278 |
| Placebo | 3.94 (1.27) | 4.06 (1.48) | 3.44 (1.49) | 3.37 (1.54) | –0.5 (1.35) | ||||||
| Spoken language ability | Probiotic | 0 (0) | 1.000 | 0 (0) | 1.000 | 0.04 (0.2) | 1.000 | 0 (0) | 1.000 | 0 (0) | 1.000 |
| Placebo | 0 (0) | 0 (0) | 0.04 (0.2) | 0 (0) | 0 (0) | ||||||
| Comprehension of | Probiotic | 0 (0) | 1.000 | 0 (0) | 1.000 | 0.04 (0.2) | 1.000 | 0.04 (0.21) | 0.317 | 0.04 (0.21) | 0.317 |
| spoken language | Placebo | 0 (0) | 0 (0) | 0.04 (0.2) | 0 (0) | 0 (0) | |||||
| Word-finding difficulty | Probiotic | 0.04 (0.2) | 0.373 | 0.08 (0.28) | 0.488 | 0.04 (0.2) | 1.000 | 0 (0) | 0.359 | 0 (0) | 0.333 |
| Placebo | 0.11 (0.32) | 0.15 (0.36) | 0.04 (0.2) | 0.04 (0.2) | –0.08 (0.4) | ||||||
| Following commands | Probiotic | 1.13 (0.95) | 0.266 | 0.79 (0.83) | 0.445 | 0.88 (0.9) | 0.587 | 0.87 (0.69) | 0.337 | –0.3 (0.88) | 0.408 |
| Placebo | 0.82 (0.68) | 0.96 (0.81) | 0.96 (0.74) | 0.68 (0.69) | –0.12 (0.67) | ||||||
| Naming | Probiotic | 0 (0) | 0.187 | 0 (0) | 0.366 | 0 (0) | 0.170 | 0 (0) | 0.180 | 0 (0) | 1.000 |
| Placebo | 0.07 (0.27) | 0.04 (0.19) | 0.08 (0.28) | 0.08 (0.28) | 0 (0) | ||||||
| Constructions | Probiotic | 0.38 (0.5) | 0.564 | 0.42 (0.5) | 0.142 | 0.25 (0.44) | 0.947 | 0.44 (0.59) | 0.069 | 0.09 (0.6) | 0.181 |
| Placebo | 0.3 (0.47) | 0.22 (0.42) | 0.24 (0.44) | 0.16 (0.37) | –0.12 (0.44) | ||||||
| Ideational praxis | Probiotic | 0.42 (0.65) | 0.899 | 0.5 (0.93) | 0.562 | 0.54 (0.83) | 0.926 | 0.13 (0.46) | 0.101 | –0.26 (0.75) | 0.468 |
| Placebo | 0.48 (0.89) | 0.33 (0.68) | 0.52 (0.82) | 0.4 (0.76) | –0.12 (0.97) | ||||||
| Orientation | Probiotic | 0.25 (0.53) | 0.315 | 0.29 (0.46) | 0.641 | 0.25 (0.53) | 0.107 | 0.22 (0.67) | 0.022† | 0 (0.52) | 0.303 |
| Placebo | 0.63 (1.36) | 0.52 (0.98) | 0.76 (1.2) | 0.8 (1.29) | 0.28 (0.98) | ||||||
| Word recognition | Probiotic | 1.97 (1.47) | 0.154 | 2.23 (2.23) | 0.431 | 1.58 (2.39)* | 0.912 | 1.93 (2.48) | 0.554 | –0.04 (1.61) | 0.468 |
| Placebo | 1.52 (1.27) | 1.55 (1.06) | 1.39 (1.41) | 1.51 (1.59) | –0.06 (1.23) | ||||||
| Recall of test | |||||||||||
| instructions | Probiotic | 0 (0) | 1.000 | 0 (0) | 1.000 | 0.04 (0.2) | 0.338 | 0 (0) | 0.359 | 0 (0) | 0.359 |
| Placebo | 0 (0) | 0 (0) | 0 (0) | 0.04 (0.2) | 0.04 (0.2) | ||||||
| MMSE≥25 | |||||||||||
| ADAS-cog total score | Probiotic | 7.66 (2.88) | 0.536 | 7.45 (2.89) | 0.079 | 6.91 (3.1)* | 0.130 | 6.31 (3.2)** | 0.233 | –1.46 (2.52) | 0.583 |
| Placebo | 7.23 (2.94) | 6.12 (2.73)** | 5.69 (2.61)*** | 5.33 (2.84)*** | –1.89 (2.24) | ||||||
| Word recall | Probiotic | 3.97 (1.49) | 0.182 | 3.57 (1.25) | 0.363 | 3.52 (1.36) | 0.171 | 3.48 (1.56)* | 0.126 | –0.58 (1.35) | 0.722 |
| Placebo | 3.57 (1.44) | 3.29 (1.56) | 3.02 (1.34)** | 2.89 (1.6)** | –0.71 (0.98) | ||||||
| Spoken language ability | Probiotic | 0 (0) | 1.000 | 0 (0) | 1.000 | 0 (0) | 1.000 | 0 (0) | 1.000 | 0 (0) | 1.000 |
| Placebo | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | ||||||
| Comprehension of | |||||||||||
| spoken language | Probiotic | 0 (0) | 1.000 | 0 (0) | 1.000 | 0 (0) | 1.000 | 0 (0) | 1.000 | 0 (0) | 1.000 |
| Placebo | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | ||||||
| Word-finding difficulty | Probiotic | 0.07 (0.25) | 0.533 | 0.1 (0.4) | 0.148 | 0.03 (0.18) | 0.964 | 0.04 (0.19) | 0.943 | –0.04 (0.33) | 0.643 |
| Placebo | 0.03 (0.17) | 0 (0) | 0.03 (0.17) | 0.03 (0.18) | 0 (0.25) | ||||||
| Following commands | Probiotic | 0.97 (0.61) | 0.253 | 0.84 (0.74) | 0.804 | 0.67 (0.76)* | 0.208 | 0.57 (0.69)* | 0.703 | –0.43 (0.79) | 0.114 |
| Placebo | 0.79 (0.74) | 0.79 (0.7) | 0.88 (0.7) | 0.59 (0.56) | –0.19 (0.78) | ||||||
| Naming | Probiotic | 0 (0) | 1.000 | 0 (0) | 1.000 | 0 (0) | 1.000 | 0 (0) | 0.367 | 0 (0) | 0.367 |
| Placebo | 0 (0) | 0 (0) | 0 (0) | 0.03 (0.18) | 0.03 (0.18) | ||||||
| Constructions | Probiotic | 0.19 (0.4) | 0.213 | 0.45 (0.51)* | 0.021† | 0.27 (0.45) | 0.621 | 0.21 (0.42) | 0.573 | 0 (0.54) | 0.188 |
| Placebo | 0.33 (0.48) | 0.18 (0.39) | 0.21 (0.42) | 0.16 (0.37) | –0.19 (0.54) | ||||||
| Ideational praxis | Probiotic | 0.36 (0.8) | 0.664 | 0.23 (0.62) | 0.854 | 0.2 (0.61) | 0.605 | 0.18 (0.61) | 0.842 | –0.11 (0.83) | 0.274 |
| Placebo | 0.39 (0.7) | 0.21 (0.49) | 0.12 (0.42) | 0.09 (0.3)* | –0.31 (0.69) | ||||||
| Orientation | Probiotic | 0.42 (0.62) | 0.032† | 0.52 (0.89) | 0.314 | 0.43 (0.77) | 0.126 | 0.21 (0.42)* | 0.856 | –0.25 (0.52) | 0.023† |
| Placebo | 0.15 (0.44) | 0.3 (0.64) | 0.15 (0.36) | 0.22 (0.49) | 0.06 (0.5) | ||||||
| Word recognition | Probiotic | 1.65 (1.16) | 0.834 | 1.72 (1.2) | 0.114 | 1.79 (1.66) | 0.183 | 1.58 (1.37) | 0.244 | –0.06 (1.41) | 0.156 |
| Placebo | 1.91 (1.7) | 1.35 (1.32) | 1.27 (1.34)** | 1.31 (1.64)* | –0.53 (1.52) | ||||||
| Recall of test | |||||||||||
| instructions | Probiotic | 0.03 (0.18) | 0.982 | 0.03 (0.18) | 0.317 | 0 (0) | 1.000 | 0.04 (0.19) | 0.300 | 0 (0.28) | 0.603 |
| Placebo | 0.06 (0.35) | 0 (0) | 0 (0) | 0 (0) | –0.06 (0.35) | ||||||
Data are indicated as mean (SD). p value shows inter-group difference (probiotics versus placebo) (Wilcoxon rank-sum test), †p < 0.05. Difference from baseline was analyzed by Wilcoxon signed rank Test), *p < 0.05, **p < 0.01, ***p < 0.001.
Subgroup analysis of cognitive tests by MMSE based on baseline MMSE scores
| Group | Baseline | Week 8 | Week 16 | Week 24 | ⊿ Week 24 | ||||||
| Mean (SD) |
| Mean (SD) |
| Mean (SD) |
| Mean (SD) |
| Mean (SD) |
| ||
| MMSE < 25 | |||||||||||
| MMSE total score | Probiotic | 23.29 (0.69) | 0.189 | 26.42 (2.26)*** | 0.899 | 27.29 (1.99)*** | 0.059 | 26.52 (2.52)*** | 0.909 | 3.26 (2.34) | 0.843 |
| Placebo | 23.52 (0.7) | 26.08 (3.1)*** | 26 (2.42)*** | 26.44 (2.58)*** | 2.96 (2.59) | ||||||
| Orientation in time | Probiotic | 4.5 (0.51) | 0.907 | 4.79 (0.42) | 0.757 | 4.79 (0.51) | 0.180 | 4.87 (0.63) | 0.006# | 0.35 (0.71) | 0.078 |
| Placebo | 4.37 (0.93) | 4.65 (0.75) | 4.44 (0.96) | 4.36 (1.04) | 0 (0.76) | ||||||
| Orientation in place | Probiotic | 4.63 (0.5) | 0.386 | 4.67 (0.76) | 0.427 | 4.83 (0.38) | 0.502 | 4.87 (0.34) | 0.108 | 0.26 (0.54) | 0.653 |
| Placebo | 4.41 (0.75) | 4.5 (0.86) | 4.72 (0.54) | 4.6 (0.65) | 0.2 (0.87) | ||||||
| Registration | Probiotic | 3 (0) | 0.366 | 2.96 (0.2) | 0.317 | 3 (0) | 1.000 | 3 (0) | 1.000 | 0 (0) | 1.000 |
| Placebo | 2.96 (0.19) | 3 (0) | 3 (0) | 3 (0) | 0 (0) | ||||||
| Serial-7 s | Probiotic | 1.25 (0.79) | 0.543 | 3.04 (1.83)*** | 0.968 | 3.29 (1.63)*** | 0.842 | 2.57 (1.88)** | 0.062 | 1.3 (2.1) | 0.313 |
| Placebo | 1.63 (1.45) | 3.12 (1.61)** | 3.16 (1.77)*** | 3.44 (1.45)*** | 1.88 (1.88) | ||||||
| Recall | Probiotic | 1.88 (0.85) | 0.617 | 2.5 (0.89)** | 0.857 | 2.67 (0.57)*** | 0.114 | 2.61 (0.66)*** | 0.850 | 0.74 (0.81) | 0.929 |
| Placebo | 1.78 (0.8) | 2.42 (0.99)** | 2.4 (0.65)** | 2.52 (0.82)*** | 0.72 (0.89) | ||||||
| Naming | Probiotic | 2 (0) | 1.000 | 2 (0) | 1.000 | 2 (0) | 1.000 | 2 (0) | 1.000 | 0 (0) | 1.000 |
| Placebo | 2 (0) | 2 (0) | 2 (0) | 2 (0) | 0 (0) | ||||||
| Repetition | Probiotic | 0.75 (0.44) | 0.723 | 0.83 (0.38) | 0.156 | 0.92 (0.28) | 0.026† | 0.83 (0.39) | 0.587 | 0.09 (0.6) | 0.970 |
| Placebo | 0.7 (0.47) | 0.65 (0.49) | 0.64 (0.49) | 0.76 (0.44) | 0.08 (0.57) | ||||||
| Three-stage command | Probiotic | 2.83 (0.38) | 0.129 | 2.88 (0.45) | 0.918 | 2.88 (0.34) | 0.620 | 2.91 (0.29) | 0.144 | 0.09 (0.42) | 0.599 |
| Placebo | 2.96 (0.19) | 2.92 (0.27) | 2.92 (0.28) | 3 (0) | 0.04 (0.2) | ||||||
| Reading | Probiotic | 0.96 (0.2) | 0.307 | 0.92 (0.28) | 0.524 | 1 (0) | 1.000 | 1 (0) | 0.359 | 0.04 (0.21) | 0.170 |
| Placebo | 1 (0) | 0.96 (0.2) | 1 (0) | 0.96 (0.2) | –0.04 (0.2) | ||||||
| Writing | Probiotic | 0.67 (0.48) | 0.235 | 0.88 (0.34) | 0.931 | 0.92 (0.28)* | 0.255 | 0.91 (0.29)* | 0.280 | 0.26 (0.45) | 0.045† |
| Placebo | 0.82 (0.4) | 0.89 (0.33) | 0.8 (0.41) | 0.8 (0.41) | 0 (0.41) | ||||||
| Construction | Probiotic | 0.83 (0.38) | 0.580 | 0.96 (0.2) | 0.977 | 1 (0) | 0.170 | 0.96 (0.21) | 0.317 | 0.13 (0.46) | 0.613 |
| Placebo | 0.89 (0.32) | 0.96 (0.2) | 0.92 (0.28) | 1 (0) | 0.08 (0.28) | ||||||
| MMSE≥25 | |||||||||||
| MMSE total score | Probiotic | 25.45 (0.51) | 0.620 | 27.26 (2.22)*** | 0.854 | 27.57 (2.11)*** | 0.317 | 27.54 (2.29)*** | 0.700 | 2.07 (2.16) | 0.701 |
| Placebo | 25.52 (0.51) | 27.15 (2.29)*** | 27.97 (2.3)*** | 27.88 (2.03)*** | 2.38 (2) | ||||||
| Orientation in time | Probiotic | 4.74 (0.58) | 0.866 | 4.55 (0.85) | 0.658 | 4.67 (0.61) | 0.229 | 4.79 (0.42) | 0.856 | 0.04 (0.69) | 0.881 |
| Placebo | 4.79 (0.49) | 4.67 (0.65) | 4.85 (0.36) | 4.78 (0.49) | 0 (0.57) | ||||||
| Orientation in place | Probiotic | 4.61 (0.62) | 0.136 | 4.87 (0.34) | 0.673 | 4.8 (0.76) | 0.557 | 4.96 (0.19)* | 0.943 | 0.32 (0.61) | 0.228 |
| Placebo | 4.79 (0.55) | 4.88 (0.42) | 4.94 (0.24) | 4.97 (0.18) | 0.19 (0.59) | ||||||
| Registration | Probiotic | 3 (0) | 0.348 | 3 (0) | 1.000 | 3 (0) | 1.000 | 2.96 (0.19) | 0.300 | –0.04 (0.19) | 0.167 |
| Placebo | 2.97 (0.17) | 3 (0) | 3 (0) | 3 (0) | 0.03 (0.18) | ||||||
| Serial-7 s | Probiotic | 2.16 (1.34) | 0.147 | 3.61 (1.76)** | 0.296 | 3.63 (1.52)*** | 0.771 | 3.32 (1.83)** | 0.658 | 1.14 (2.05) | 0.254 |
| Placebo | 1.88 (1.39) | 3.21 (1.69)*** | 3.67 (1.71)*** | 3.59 (1.72)*** | 1.69 (1.98) | ||||||
| Recall | Probiotic | 2.45 (0.81) | 0.902 | 2.61 (0.67) | 0.658 | 2.67 (0.66) | 0.208 | 2.79 (0.63) | 0.672 | 0.32 (0.77) | 0.817 |
| Placebo | 2.49 (0.76) | 2.67 (0.69) | 2.76 (0.71)* | 2.75 (0.62)* | 0.28 (0.63) | ||||||
| Naming | Probiotic | 2 (0) | 1.000 | 2 (0) | 1.000 | 2 (0) | 1.000 | 2 (0) | 1.000 | 0 (0) | 1.000 |
| Placebo | 2 (0) | 2 (0) | 2 (0) | 2 (0) | 0 (0) | ||||||
| Repetition | Probiotic | 0.84 (0.37) | 0.405 | 0.9 (0.3) | 0.766 | 0.97 (0.18) | 0.628 | 0.89 (0.32) | 0.546 | 0.07 (0.26) | 0.680 |
| Placebo | 0.91 (0.29) | 0.88 (0.33) | 0.94 (0.24) | 0.94 (0.25) | 0.03 (0.4) | ||||||
| Three-stage command | Probiotic | 2.94 (0.25) | 0.962 | 2.97 (0.18) | 0.982 | 2.9 (0.31) | 0.268 | 2.93 (0.26) | 0.492 | 0 (0.27) | 0.688 |
| Placebo | 2.94 (0.24) | 2.97 (0.17) | 2.97 (0.17) | 2.97 (0.18) | 0.03 (0.31) | ||||||
| Reading | Probiotic | 1 (0) | 1.000 | 0.97 (0.18) | 0.608 | 1 (0) | 1.000 | 1 (0) | 0.367 | 0 (0) | 0.367 |
| Placebo | 1 (0) | 0.94 (0.24) | 1 (0) | 0.97 (0.18) | –0.03 (0.18) | ||||||
| Writing | Probiotic | 0.74 (0.45) | 0.167 | 0.87 (0.34) | 0.036† | 0.97 (0.18)* | 0.628 | 0.89 (0.32) | 0.251 | 0.18 (0.55) | 0.445 |
| Placebo | 0.88 (0.33) | 1 (0) | 0.94 (0.24) | 0.97 (0.18) | 0.09 (0.39) | ||||||
| Construction | Probiotic | 0.97 (0.18) | 0.194 | 0.9 (0.3) | 0.603 | 0.97 (0.18) | 0.362 | 1 (0) | 0.190 | 0.04 (0.19) | 0.740 |
| Placebo | 0.91 (0.28) | 0.94 (0.24) | 0.91 (0.29) | 0.94 (0.25) | 0.06 (0.44) | ||||||
Data are indicated as mean (SD). p value shows inter-group difference (probiotics versus placebo) (Wilcoxon rank-sum test), †p < 0.05. Difference from baseline was analyzed by Wilcoxon signed rank Test), *p < 0.05, **p < 0.01, ***p < 0.001.
Subgroup analysis of VSRAD by baseline MMSE scores
| VSRAD | ||||||||
| VOI Z-score |
| GM extent |
| VOI extent |
| Ratio |
| |
| All subjects ( | 1.15 (0.67) | 3.63 (1.79) | 13.49 (20.13) | 3.5 (4.64) | ||||
| MMSE≥25 ( | 1.02 (0.55) | 0.031 | 3.66 (1.77) | 0.956 | 8.23 (13.81) | 0.004 | 2.18 (3.10) | 0.002 |
| MMSE < 25 ( | 1.31 (0.78) | 3.59 (1.83) | 20.17 (24.63) | 5.17 (5.66) | ||||
Data are indicated as mean (SD). P value, inter-group difference (MMSE≥25 versus MMSE < 25) (Welch’s t test). VSRAD, Voxel-based Specific Regional Analysis System for Alzheimer’s Disease; VOI, volume of interest; GM, gray matter atrophy in the whole brain; Ratio, VOI extent/GM extent.
Subgroup analysis of VSRAD variability by baseline VOI Z-score
| Group | Baseline | Week 24 | ⊿ Week 24 |
| ||
| Subgroup VOI Z-score ≥ 1.0 | ||||||
| VOI Z-score | Probiotic | 1.69 (0.62) | 1.72 (0.71) | 0.02 (0.22) | 0.086 | |
| Placebo | 1.61 (0.69) | 1.7 (0.67)* | 0.09 (0.12) | |||
| GM extent | Probiotic | 4.3 (2.14) | 4.15 (1.8) | –0.15 (0.51) | 0.056 | |
| Placebo | 4 (2.15) | 4.16 (2.34) | 0.16 (0.44) | |||
| VOI extent | Probiotic | 29.32 (21.12) | 29.86 (22.84) | 0.54 (6.86) | 0.055 | |
| Placebo | 26.57 (25.54) | 29.58 (25.41)** | 3 (3.26) | |||
| Ratio | Probiotic | 7.11 (3.92) | 7.09 (3.98) | –0.02 (1.83) | 0.287 | |
| Placebo | 6.6 (5.28) | 7.41 (4.9)* | 0.81 (1.44) | |||
| Subgroup VOI Z-score < 1.0 | ||||||
| VOI Z-score | Probiotic | 0.68 (0.21) | 0.67 (0.26) | –0.01 (0.1) | 0.923 | |
| Placebo | 0.71 (0.14) | 0.7 (0.16) | –0.01 (0.1) | |||
| GM extent | Probiotic | 2.91 (1.02) | 2.93 (1.14) | 0.02 (0.42) | 0.118 | |
| Placebo | 3.34 (1.76) | 3.5 (1.89)† | 0.16 (0.42) | |||
| VOI extent | Probiotic | 1.31 (2) | 1.62 (2.73) | 0.31 (0.76) | 0.383 | |
| Placebo | 1.07 (1) | 1.01 (1.28) | –0.06 (0.76) | |||
| Ratio | Probiotic | 0.52 (0.83) | 0.56 (0.89) | 0.05 (0.26) | 0.404 | |
| Placebo | 0.39 (0.38) | 0.32 (0.41) | –0.06 (0.26) |
Data are indicated as mean (SD). p value shows inter-group difference (probiotics versus placebo) (Wilcoxon rank-sum test). Difference from baseline was analyzed by Wilcoxon signed rank Test), †p < 0.1, *p < 0.05, **p < 0.01. VSRAD, Voxel-based Specific Regional Analysis System for Alzheimer’s Disease; VOI, volume of interest; GM, gray matter atrophy in the whole brain; Ratio, VOI extent/GM extent.
Fig. 3Subgroup analysis of gut microbiota composition by baseline MMSE scores.
Fig. 4Gut microbiota profiles by Bray-Curtis PCoA based on the genus level composition between groups and before and after the sample intake of Bifidobacterium breve MCC1274 or placebo. Open triangle: Placebo group at baseline; Open circle: Probiotic group at baseline; Filled triangle: Placebo group after intervention; Filled circle: Probiotic group after intervention.
Fig. 2Change of MMSE (A to C) and change of mMMSE (D to E) from 0 to 24 weeks. A and D show data from the full analysis set. B and E for participants with baseline MMSE < 25, and C and F for participants with baseline MMSE≥25. Modified MMSE (mMMSE) are calculated by abstracting Serial-7 from the eleven items of MMSE. Filled circle (MCC1274), open circle (placebo). †p < 0.1, *p < 0.05, significant difference from Placebo group (Wilcoxon rank-sum test).
Summary of modified MMSE (mMMSE) total score
| Group | Baseline | Week 8 | Week 16 | Week 24 | ⊿ Week 24 | ||||||
| Mean (SD) |
| Mean (SD) |
| Mean (SD) |
| Mean (SD) |
| Mean (SD) |
| ||
| Full analysis set | Probiotic | 22.75 (1.38) | 0.718 | 23.53 (1.45)*** | 0.974 | 23.96 (1.2)*** | 0.287 | 24.1 (1.17)*** | 0.187 | 1.39 (1.4) | 0.0587 |
| Placebo | 22.85 (1.69) | 23.52 (1.98)** | 23.67 (1.63)*** | 23.72 (1.71)*** | 0.86 (1.37) | ||||||
| Subgroup (MMSE < 25) | Probiotic | 21.96 (1.06) | 0.697 | 23.36 (1.5)*** | 0.458 | 23.92 (0.95)*** | 0.011† | 23.96 (1.15)*** | 0.061 | 1.96 (1.22) | 0.0604 |
| Placebo | 21.82 (1.56) | 22.96 (2.23)*** | 22.84 (1.8)*** | 23 (2.12)*** | 1.08 (1.29) | ||||||
| Subgroup (MMSE≥25) | Probiotic | 23.26 (1.31) | 0.279 | 23.71 (1.38)** | 0.467 | 23.97 (1.38)*** | 0.294 | 24.24 (1.18)*** | 0.888 | 0.97 (1.38) | 0.409 |
| Placebo | 23.59 (1.32) | 23.97 (1.62) | 24.3 (1.16)** | 24.28 (1.02)** | 0.69 (1.42) | ||||||
Data are indicated as mean (SD). p value shows inter-group difference (probiotics versus placebo) (Wilcoxon rank-sum test), †p < 0.05. Difference from baseline was analyzed by Wilcoxon signed rank Test), *p < 0.05, **p < 0.01, ***p < 0.001. Modified MMSE (mMMSE) are calculated by abstracting Serial-7 from the eleven items of MMSE.
Summary of VSRAD variability in the full analysis set
| Group | Baseline | Week 24 | ⊿ Week 24 |
| |
| VOI Z-score | Probiotic | 1.21 (0.69) | 1.22 (0.75) | 0.01 (0.17) | 0.357 |
| Placebo | 1.02 (0.6) | 1.04 (0.62) | 0.02 (0.11) | ||
| GM extent | Probiotic | 3.64 (1.82) | 3.56 (1.63) | –0.07 (0.45) | 0.013 |
| Placebo | 3.56 (1.91) | 3.73 (2.06)* | 0.16 (0.42) | ||
| VOI extent | Probiotic | 15.98 (20.76) | 16.41 (21.78) | 0.43 (4.99) | 0.527 |
| Placebo | 9.75 (19.04) | 10.74 (19.97)† | 0.98 (2.45) | ||
| Ratio | Probiotic | 3.97 (4.39) | 3.98 (4.4) | 0.01 (1.33) | 0.97 |
| Placebo | 2.5 (4.25) | 2.74 (4.41) | 0.24 (0.95) |
Data are indicated as mean (SD). p value shows inter-group difference (probiotics versus placebo) (Wilcoxon rank-sum test). Difference from baseline was analyzed by Wilcoxon signed rank Test), †p < 0.1, *p < 0.05. VSRAD, Voxel-based Specific Regional Analysis System for Alzheimer’s Disease; VOI, volume of interest; GM, gray matter atrophy in the whole brain; Ratio, VOI extent/GM extent.