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the eating habits and daily routine [53]. For instance, individuals consuming a meat‐rich diet showed an increased diversity of bile‐tolerant microorganisms (Alistipes, Bilophila, and Bacteroides). They decreased polysaccharide hydrolyzing‐Firmicutes compared to the vegetarian diet [54]. Comparatively, intermittent fasting in mice showed cyclical changes in the gut microbiome, affecting all major phyla where Firmicutes peaks during nocturnal feeding, whereas Bacteroidetes and Verrucomicrobia species peaked during daytime feeding [53].

      These dietary patterns indicate the roles of diet affecting the gut microbiome, where this topic would be further discussed in the following subchapter 1.2.

      1.1.3 Current Approaches Employed in Studying the Human Microbiome

      As mentioned in the introduction, the era of multi‐omics studies propelled microbiome research with the advancement in 16S ribosomal RNA sequencing and shotgun metagenomic sequencing technologies. This gave rise to big data analysis of bioinformatics data acquired from donors of various backgrounds and health states, providing various new platforms to accelerate the analysis of large datasets, such as gcMeta [55] and MicrobiomeAnalyst [56].

      Employing 16S rRNA gene sequencing enables the profiling of most prokaryotic amplicons that accurately classify and identify prokaryotes on a routine basis [57, 58], providing a reliable evidence to support phylogenetic study [59]. On the other hand, shotgun metagenomic sequencing provides a closer understanding of the total genomic DNA makeup of an isolated microbe. This approach provides the complete profiling of the isolated microbe to investigate the unique traits of the microbes and its role in the microbiome (e.g. metagenomic assembly and binning, metabolic function profiling, and antibiotic resistance gene profiling) [60, 61].

      These technologies provide researchers with a glimpse of the gut microbiome composition, facilitating research breakthroughs on the role of each individual microbial group and their roles in a state of equilibrium. The prospect is optimistic, but further refinement of the technique is needed to understand the many unclassified components of the microbiome that has yet to be annotated.

      1.2.1 Dietary Role in Shaping the Microbiome

      Dietary habits and nutritional composition are a few of the most important and modifiable determinants of human health. Habitual diet is postulated as an essential determinative factor to establish the initial human gut microbiome. Among them, carbohydrates, fat, protein, vitamin, water, and inorganic salt are the six major nutrients needed by the human body. While it is certain that each of these major nutrients plays an important role in shaping the microbiome, other factors synergistically exert their influence such as gender, body mass index (BMI), cultural, economic, social socioeconomic status, and lifestyle (e.g. smoking, alcohol drinking, and physical activity) [63]. The intake of these dietary nutrients facilitates various cellular functions such as tissue repair, homeostatic biochemical equilibrium, and host development. These cellular activities are not just limited to the host cellular response to the nutrient abundance but are also dependent on the microbiota response to these nutrients, altering the population and behavior of individual microbial groups. Herein, we discuss the role of protein, soluble saccharides, fibrous insoluble polysaccharides, and lipids in shaping the microbiome.

      1.2.1.1 Protein and Polypeptides

      The high nitrogenous content of dietary protein and peptides provides amino acids essential to both the host biochemistry and its microbiota. Most organisms require the essential 20 different amino acids to facilitate their cellular function [64]. The human host–microbiome favors the retention of certain microbiota population that helps break down protein complexes, providing the host with better absorption of these digested protein products. Some of these microbes thrive in the small intestine, such as Klebsiella spp., E. coli, Streptococcus spp., Succinivibrio dextrinosolvens, Mitsuokella spp., and Anaerovibrio lipolytica, which secretes various proteases and peptidases to facilitate protein digestion in the human gut [65].

      High‐dietary protein can change the microbiota composition by favoring microbes that can metabolize exogenous proteins. Certain microbes from the genus Bacteroides and Lactobacillus johnsonii naturally secrete proteases to digest dietary proteins and facilitate microbial localization in the small intestine [66]. These microbes establish a form of commensalism with the host, where the digested amino acids are utilized both by the microbe and human host via absorption through the intestinal epithelial tissue. Microbiome dysbiosis caused by protein deficiency, such as a vegetarian diet, results in the depletion of protein‐metabolizing populations and triggering intestinal inflammation [67].

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Microbial diversity Bifido bacteria Lacto bacilli Bacter oides Alist ipes Bilo phila Clost ridia Rose buria Eubacterium Rectale References
Animal protein ↑↓ ↑↓ ↑↓ [54, 69, 70]
Whey protein extract [71, 72]
Pea protein extract