| Literature DB >> 35664958 |
Simone Baldi1, Giuditta Pagliai1, Monica Dinu1, Leandro Di Gloria1, Giulia Nannini1, Lavinia Curini1, Marco Pallecchi2, Edda Russo1, Elena Niccolai1, Giovanna Danza3, Stefano Benedettelli4, Giovanna Ballerini5, Barbara Colombini1, Gianluca Bartolucci2, Matteo Ramazzotti3, Francesco Sofi1, Amedeo Amedei1.
Abstract
BACKGROUND: Fibromyalgia (FM) syndrome is mainly characterized by widespread pain, sleeping disorders, fatigue, and cognitive dysfunction. In many cases, gastrointestinal distress is also reported, suggesting the potential pathogenic role of the gut microbiota (GM). The GM is deeply influenced by several environmental factors, especially the diet, and recent findings highlighted significant symptom improvement in FM patients following various nutritional interventions such as vegetarian diet, low-fermentable oligosaccharides, disaccharides, monosaccharides, and polyols based diets, gluten-free diet, and especially an ancient grain supplementation. In particular, a recent study reported that a replacement diet with ancient Khorasan wheat led to an overall improvement in symptom severity of FM patients. AIM: To examine the effects of ancient Khorasan wheat on the GM, inflammation, and short-chain fatty acid production in FM patients.Entities:
Keywords: Ancient wheat; Fibromialgya; Fibromialgya symptoms; Gut microbiota; Khorasan wheat
Mesh:
Substances:
Year: 2022 PMID: 35664958 PMCID: PMC9150053 DOI: 10.3748/wjg.v28.i18.1965
Source DB: PubMed Journal: World J Gastroenterol ISSN: 1007-9327 Impact factor: 5.374
Figure 1Workflow of the crossover intervention study.
Summary of taxonomic analysis of obtained operational taxonomic units
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| Phylum | 14 | 1842915 | 99.78942 | 946 | 94.97992 |
| Class | 24 | 1828920 | 99.03162 | 911 | 91.46586 |
| Order | 35 | 1826444 | 98.89755 | 903 | 90.66265 |
| Family | 60 | 1745260 | 94.50164 | 773 | 77.61044 |
| Genus | 142 | 1568830 | 84.94838 | 447 | 44.87952 |
OTU: Operational taxonomic unit.
Figure 2Cluster analysis and principal coordinate analysis of pre- and post-control-wheat-diet samples and pre- and post-Khorasan-wheat-diet samples. A: Cluster analysis; B: Principal coordinate analysis. CD0: Pre-control wheat diet; CD1: Post-control wheat diet; KD0: Pre-Khorasan wheat diet; KD1: Post-Khorasan wheat diet.
Figure 3Segment plot showing significantly different taxa between pre- and post-control diet. Lines link paired samples and red or blue colors respectively highlight the increase or decrease of normalized abundance for the indicated rank. Plot title reports shrinked fold change (according to the DESeq2 function lfcShrink) between pre- and post-control-wheat-diet samples. CD0: Pre-control wheat diet; CD1: Post-control wheat diet.
Short-chain fatty acid variations according to the provided diet
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| Acetic acid | 24.04 ± 19.34 | 27.21 ± 20.69 | 0.463 | 24.07 ± 19.75 | 26.77 ± 14.91 | 0.431 |
| Propionic acid | 6.81 ± 4.86 | 6.68 ± 5.16 | 0.939 | 6.02 ± 6.31 | 8.43 ± 5.73 | 0.891 |
| Butyric acid | 4.49 ± 9.51 | 6.15 ± 6.67 | 0.375 | 4.29 ± 6.61 | 5.43 ± 8.34 | 0.403 |
| Isobutyric acid | 0.91 ± 0.50 | 0.84 ± 0.91 | 0.82 | 0.87 ± 0.88 | 0.90 ± 0.51 | 0.547 |
| 2-Methylbutyric acid | 0.62 ± 0.39 | 0.54 ± 0.65 | 0.899 | 0.41 ± 0.52 | 0.48 ± 0.34 | 0.174 |
| Isovaleric acid | 0.76 ± 0.32 | 0.69 ± 0.80 | 0.705 | 0.58 ± 0.61 | 0.57 ± 0.29 | 0.579 |
| Valeric acid | 0.94 ± 0.84 | 1.31 ± 1.07 | 0.82 | 0.52 ± 1.69 | 1.18 ± 1.49 | 0.352 |
| Total | 38.53 ± 33.26 | 44.35 ± 40.98 | 0.596 | 45.32 ± 29.69 | 44.62 ± 33.69 | 0.403 |
Data are presented as the median (interquartile range). P values were calculated using the Wilcoxon signed-rank test. CD0: Pre-control wheat diet; CD1: Post-control wheat diet; KD0: Pre-Khorasan wheat diet; KD1: Post-Khorasan wheat diet.
Interleukins variations according to the provided diet
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| IFN-γ | 19.00 ± 28.35 | 22.67 ± 125.37 | 0.141 | 15.22 ± 10.43 | 15.76 ± 29.06 | 0.205 |
| IL-1α | 1958.84 ± 2650.46 | 2291.12 ± 3412.85 | 0.171 | 933.79 ± 1516.38 | 1683.52 ± 2538.99 | 0.187 |
| IL-1β | 136.84 ± 123.32 | 167.83 ± 157.13 | 0.171 | 127.99 ± 68.04 | 123.09 ± 100.29 | 0.485 |
| IL-4 | 2.39 ± 5.31 | 2.64 ± 11.61 | 0.041 | 2.49 ± 1.76 | 2.04 ± 3.77 | 0.205 |
| IL-17A | 17.36 ± 20.39 | 29.67 ± 50.38 | 0.155 | 23.67 ± 12.83 | 26.03 ± 41.11 | 0.979 |
Data are showed as the median (interquartile range). P values were calculated using the Wilcoxon signed-rank test. IFN: Interferon; IL: Interleukin; CD0: Pre-control wheat diet; CD1: Post-control wheat diet; KD0: Pre-Khorasan wheat diet; KD1: Post-Khorasan wheat diet.
Figure 4Scatter plots representing the fecal concentrations of interferon-γ, interleukin-1α, interleukin-1β, interleukin-4, and interleukin-17A evaluated before and after control wheat diet and before and after Khorasan wheat diet. A: Before and after control wheat diet; B: Before and after Khorasan wheat diet. Analyses were assessed using the paired Wilcoxon signed-rank test and P values less than 0.05 were considered statistically significant. aP < 0.05, bP < 0.01, cP < 0.001. CD0: Pre-control wheat diet; CD1: Post-control wheat diet; KD0: Pre-Khorasan wheat diet; KD1: Post-Khorasan wheat diet; IL: Interleukin.
Figure 5Segment plots showing significantly different taxa during the first arm or the second arm of the Khorasan wheat intervention and over the first arm or the second arm of the control wheat intervention. A: The first arm of the Khorasan wheat intervention; B: The second arm of the Khorasan wheat intervention; C: The first arm of the control wheat intervention; D: The second arm of the control wheat intervention. Lines link paired samples and yellow or blue colors respectively highlight the increase or decrease of normalized abundance for the indicated rank. Plot title reports Shrinked fold change (according to the DESeq2 function lfcShrink) between pre- and post-diet groups included in the two arms of either Khorasan wheat or control wheat interventions. CDT0: Pre-control-wheat-diet first arm; CDT1: Post-control-wheat-diet first arm; CDT2: Pre-control-wheat-diet second arm; CDT3: Post-control-wheat-diet second arm; KDT0: Pre-Khorasan-wheat-diet first arm; KDT1: Post-Khorasan-wheat-diet first arm; KDT2: Pre-Khorasan-wheat-diet second arm; KDT3: Post-Khorasan-wheat-diet second arm.
Figure 6Box plot reporting statistically significant different butyric acid contents at the end of the Khorasan-wheat-diet first arm. Analyses were assessed using the paired Wilcoxon signed-rank test and P values less than 0.05 were considered statistically significant. aP < 0.05, bP < 0.01, cP < 0.001. KDT0: Pre-Khorasan-wheat-diet first arm; KDT1: Post-Khorasan-wheat-diet first arm.
Figure 7Box plot representing statistically significant different IL-1β levels at the end of the second control wheat diet arm. Analyses were assessed using the paired Wilcoxon signed-rank test and P values less than 0.05 were considered statistically significant. aP < 0.05, bP < 0.01, cP < 0.001. IL: Interleukin; CDT2: Pre-control-wheat-diet second arm; CDT3: Post-control-wheat-diet second arm.
Figure 8Heatmap of Spearman correlations between statistically significant different taxa (post-pre) and changes in questionnaire scores (post-pre), according to the Khorasan wheat diet or control wheat diet. Red shades indicate positive correlations, whereas blue shades indicate negative correlations; the intensity of colors represents the degree of association. P values less than 0.05 were considered statistically significant. aP < 0.05, bP < 0.01, cP < 0.001. KD: Khorasan wheat diet; CD: Control wheat diet.