Submitted:
27 December 2023
Posted:
17 January 2024
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Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Participants
- History of a gastrointestinal disorder
- Lactose intolerant
- High fiber consumer (≥15 g per day)
- Use of pre-and probiotics in the past 90 days
- High protein consumer (i.e. vegetarians or those who follow diets high in protein such as paleo)
- History of psychological illness or conditions that may interfere with subjects ability to understand study directions
- Use of antibiotics or signs of active systemic infection in the last 6 months. Subjects who are on hypo/hypercaloric diet aiming for weight loss or weight gain
- History or presence of cancer in the prior 2 years (except for non-melanoma skin cancer).
- Currently pregnant, lactating or planning to be pregnant during the study period
- Regular use of dietary supplements (ex: fish oil, riboflavin, etc.), 90 days prior to study inclusion
- Exposure to any non-registered drug product within the last 30 days prior to screening visit
- History of or strong potential for alcohol or substance abuse (within 12 months of screening visit). Alcohol abuse is defined as >60g (men)/40g (women) pure alcohol per day (1.5 L/ 1 l beer resp. 0.75l/0.5l wine).
- Current smoker or use of tobacco products in the past 90 days
- Concurrent or recent participation (30 days) in a dietary intervention trial
2.2. Material and Characteristics
2.3. Supplementation and dosages
2.4. Study Design and Protocol

2.5. 16S rRNA Sequencing
2.6. Salivary cortisol
2.7. Bristol Stool Form Scale
2.8. Statistical Analysis
3. Results
3.1. Microbiome Composition
| ● | Mean Change (Day 0-Day 14) | p-value | ||||
| ● | Treatment 1 (6 g PHGG) |
Treatment 2 (3 g PHGG) |
Treatment 3 (Control) |
● 1 vs 2 | ● 1 vs 3 | ● 2 vs 3 |
| ● Phylum Relative | ||||||
| Verrucomicrobia | ● 0.0089 + 0.0324 | ● 0.0015 + 0.0258 | ● -0.0082 + 0.0318 | ● 0.0102 | ||
| ● Class Relative | ||||||
| Verrucomicrobiae | ● 0.0092 + 0.0328 | ● 0.0011 + 0.0256 | ● -0.0082 + 0.0322 | ● 0.0092 | ||
| ● Order Relative | ||||||
| Verrucomicrobiales | ● 0.0094 + 0.0335 | ● 0.0012 + 0.0262 | ● -0.0083 + 0.0328 | ● 0.0093 | ||
| ● Family Relative | ||||||
| ● Verrucomicrobiaceae | ● 0.0099 + 0.0357 | ● 0.0012 + 0.0278 | ● -0.0087 + 0.0347 | ● 0.0108 | ||
| ● Genus Relative | ||||||
| Faecalibacterium | ● -0.0166 + 0.0529 | ● -0.0371 + 0.0458 | ● -0.0014 + 0.0541 | ● 0.0054 | ||
| Oscillospira | ● -0.0102 + 0.0345 | ● 0.0059 + 0.0247 | ● -0.0128 + 0.0340 | ● 0.0374 | ● 0.0156 | |
| Akkermansia | ● 0.0094 + 0.0342 | ● 0.0015 + 0.0275 | ● -0.0083 + 0.0333 | ● 0.0116 | ||
| ● | Mean Change (Day 0-Day 14) | p-value | ||||
| ● | Treatment 1 (6 g PHGG) |
Treatment 2 (3 g PHGG) |
Treatment 3 (Control) |
● 1 vs 2 | ● 1 vs 3 | ● 2 vs 3 |
| ● Class Counts | ||||||
| Erysipelotrichi | -92.5 + 429.2 | 9.8 + 134.0 | 143.3 + 463.1 | ● 0.0092 | ||
| ● Order Counts | ||||||
| Erysipelotrichales | -92.5 + 429.2 | 9.8 + 134.0 | 143.3 + 463.1 | ● 0.0092 | ||
| ● Genus Counts | ||||||
| Faecalibacterium | ● -799.2 + 1831.6 | ● -1586.5 + 2504.4 | ● -37.1 + 2864.3 | ● 0.0090 | ||
3.2. Salivary Cortisol
3.3. Stool Consistency
| Type 1-2 (Constipation) | Type 3-4 (Normal) | Type 5-7 (Loose Stool) | |
| Placebo | 21.2% | 39.4% | 39.4% |
| 3 g PHGG | 21.2% | 36.4% | 42.4% |
| 6 g PHGG | 25% | 50% | 25% |
3.4. Safety Aspects
4. Discussion
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