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Page 8 of 35                Boyajian et al. Microbiome Res Rep 2024;3:29  https://dx.doi.org/10.20517/mrr.2024.05

               but not men. No differences in bacterial diversity were found among men and women, nor the non-
               stratified obese and non-obese groups. Another large cross-sectional study of obese, overweight, and
               healthy-weight adult Americans found a global association between BMI and microbiota richness, while
               observing a reduction in richness in obese women compared to healthy-weight women, which was not
               found in men . Although there was no trend observed between the F/B ratio and BMI, several sub-taxa
                           [57]
               were associated with obesity compared to healthy-weight subjects, including enriched Streptococcaceae,
               Lactobacillaceae, Actinomycetaceae, and Enterobacteriaceae families and decreased Christensenellaceae,
               among other Clostridiaceae families. Moreover, overweight individuals showed similar gut microbial
               composition as obese individuals.


               The impact of weight loss following dietary (i.e., energy-restricted) or surgical intervention on the gut
               microbiota has also been assessed. A systematic review and meta-analysis recently performed by
               Koutoukidis et al. included trials of weight loss interventions in overweight or obese adults on an
                                                                    [58]
               international scale (i.e., 17 countries across five continents) . Findings reported an overall increase in
               α-diversity with weight loss, with clear evidence for RYGB and inconsistent evidence for dietary
               interventions. At the phylum level, a lower F/B ratio and enriched levels of Proteobacteria and
               Verrucomicrobia following weight loss were reported, although the changes were not significant. However,
               the abundance of Akkermansia, Bacteroides, and Bifidobacterium genera increased with weight loss, while
               there was no evidence of changes in the presence of Lactobacillus. Reduced intestinal permeability with
               weight loss was also reported, but no change in intestinal inflammation was found. Changes to the gut
               microbiota with weight loss did not differ between types of intervention. In addition, differences in
               microbiota-related metabolites after bariatric surgery, RYGB, or sleeve gastronomy (SG) have been
                      [59]
               analyzed . Data suggest that the metabolite p-cresol increases after SG compared to RYGB, which may be
               due to increased levels of Bacteroides with weight loss, which is one of the genera that ferments amino acids
               phenylalanine and tyrosine to produce p-cresol.

               Gut dysbiosis in obese-aged (i.e., aged 60 and older) compared to healthy-aged older adults was recently
               reviewed  by  Tavassol  et  al. Cross-continental  data  revealed  a  decreased  abundance  of  the
               Christensenellaceae family and a higher abundance of Prevotella, order Clostridiales Incertae Sedis XIII,
                                                                  [60]
               Ruminococcus and Staphylococcus in obese-aged individuals . In other studies, Akkermansia, Clostridium,
               Clostridiales and Ruminococcus-1 were negatively associated with obesity. For individuals with metabolic
               syndrome, BMI and abundance of Prevotella were negatively associated. The authors explained the
               discrepancies between Prevotella and Ruminococcus genera through their association with obesity in
               western populations, but leanness in eastern cohorts. Similar reasoning can be applied to other
               inconsistencies found in literature, given the significant influence of diet and environmental factors on gut
               microbiota composition, as discussed above. Nevertheless, many of these findings are aligned with those
               from obese or aged cohorts, suggesting a similar trend in gut microbiota alterations as a result of obesity,
               aging, or their comorbidity.

               The process of aging may disrupt gut homeostasis through a variety of factors, such as a weak immune
               response (e.g., via dendritic cell dysfunction), repeated exposure to antibiotics, decreased intestinal motility,
               and less nutrient turn-over, as well as altered diets to accommodate reduced chewing strength [45,61,62] .
               Moreover, numerous age-related diseases are associated with gut dysbiosis. A recent meta-analysis
               compared the gut microbiota in AD patients to that in individuals with mild cognitive impairment and
               healthy elders . Findings show that individuals with AD but not cognitive impairment have reduced
                           [63]
               bacterial α-diversity compared to healthy controls. Moreover, AD patients harbor enriched levels of
               Proteobacteria and less abundance of Firmicutes. A trend toward decreased abundance of Clostridiaceae is
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