ABSTRACT
The world is witnessing a global increase in the urban population, particularly in developing Asian and African countries. Concomitantly, the global burden of non-communicable diseases (NCDs) is rising, markedly associated with the changing landscape of lifestyle and environment during urbanization. Accumulating studies have revealed the role of the gut microbiome in regulating the immune and metabolic homeostasis of the host, which potentially bridges external factors to the host (patho-)physiology. In this review, we discuss the rising incidences of NCDs during urbanization and their links to the compositional and functional dysbiosis of the gut microbiome. In particular, we elucidate the effects of urbanization-associated factors (hygiene/pollution, urbanized diet, lifestyles, the use of antibiotics, and early life exposure) on the gut microbiome underlying the pathogenesis of NCDs. We also discuss the potential and feasibility of microbiome-inspired and microbiome-targeted approaches as novel avenues to counteract NCDs, including fecal microbiota transplantation, diet modulation, probiotics, postbiotics, synbiotics, celobiotics, and precision antibiotics.
KEYWORDS: the gut microbiome, non-communicable diseases, urbanization, fecal microbiota transplantation, diet
Introduction
Non-communicable diseases (NCDs) are a class of chronic diseases that do not transmit directly from one person to another, including metabolic diseases, autoimmune diseases, cancers, and mental illnesses. For a long time, NCDs were considered a burden of the developed world.1 However, with the rapid increase of global urbanization over the past several decades, manifesting in a mass migration of populations moved from rural to urban areas,1,2 accumulating evidence shows that substantial disease burdens of NCDs are emerging not only in high-income countries but also in low- and middle-income countries.1,3 Indeed, NCDs have been rising and are among the leading causes of death worldwide, especially in developing countries and newly urbanized countries.4 It is estimated that over 68% of the world population will be living in urban areas by 2050,2 presenting an urgent need to understand how NCDs manifest through urbanization and how to counteract such diseases.
Epidemiological studies have shown that shifts in environment, diet, and lifestyle during urbanization are closely related to the pathogenesis of NCDs.4 Meanwhile, a growing body of basic and translational evidence corroborates that these host-external factors can influence the configuration and function of the gut microbiome, alluding to causal relationships among urbanization, the gut microbiome, and the onset and progression of NCDs5,6, though presently a substantial amount of evidence is correlative, while relatively less evidence is causative in nature. The large collection of microbes (bacteria, fungi, archaea, and viruses/phages), and their genes in the gastrointestinal (GI) tract of the human host are referred to as the gut microbiome. A healthy gut microbiome is featured by a compositionally and functionally diverse collection of stable, core microbes without overt pathogenic microbes.7 Commensal gut microbes and their products make substantial contributions to host health, by calibrating the systemic immune and metabolic functions of the host as well as the microenvironment homeostasis within diverse niches of the human body.8 A large number of studies have shown that urbanization is associated with decreased microbial species diversity within a person’s gut microbiome (α diversity) and an increased dissimilarity between the gut microbiome of persons (β diversity); this phenomenon is referred to as the “disappearing gut microbiome during urbanization” (Figure 1).9,10 These alterations to the human gut microbiome are hypothesized to be a culprit in the rising NCD incidences. The gut microbiome of humans is immensely influenced by urbanization-associated, external factors, such as pollution, diet, and lifestyles (Figure 1). Alterations in these factors during urbanization can evoke a dysbiotic shift in the gut microbiome, changing intestinal permeability and resulting in dysfunctional metabolism and immunity, the effect of which may extend to extra-intestinal organs.11,12 The chronic inflammation or mal-functional state of the host caused by an imbalance of the gut microbiome may lead to the onset of NCDs.13,14 An understanding of the tripartite interaction among the urbanized environment, human gut microbiome, and NCD pathogenesis would illuminate preventive and therapeutic avenues for contemporary diseases.
The increasing global burden of NCDs with urbanization
Urbanization refers to the shift in population from rural to urban settlements and the corresponding increase in the population size and density in urban areas.15 In 1990, approximately 43% of the global population lived in urban areas; by 2021, the share of the urban population increased to nearly 57%.2 The incidence of NCDs mirrors the urbanization trend, establishing themselves as the leading cause of death globally.
To gain a global view of the disease burden of NCDs and assess its relationship with urbanization, we obtained the estimated prevalence data of NCDs (per 100,000 individuals) from the Global Burden of Disease Study (GBD) 201916 and evaluated its correlation with urbanization levels (defined by the proportion of the urban population, a surrogate of urbanization) retrieved from the UN World Urbanization Prospects database17, stratified by countries (developing versus developed countries) and by the last 30 years at 10-year intervals (Figure 2). A total of 189 countries and 174 NCDs were included in the analysis. Overall, the estimated prevalence of NCDs was significantly associated with the proportion of the urban population across different countries (cross-sectional data in the year 2019, pooled Spearman’s rank correlation coefficient r = 0.51, p < 0.0001, Figure 2A). Through a time-course analysis along the chronological axis, we observed a time-dependent global increase in the estimated prevalence of NCDs over the past 30 years (from 1990 to 2019, Figure 2B). These data indicated that the prevalence of NCDs was correlated with both the urbanization level cross-sectionally and the development trajectory of the world longitudinally.
For a more granular view of the impact of urbanization on NCDs across different countries, we stratified the estimated prevalence levels of 16 prevalent NCDs into four classes (metabolic diseases, autoimmune diseases, cancers, and mental illnesses) across 10 developing countries: China, India, Mexico, Brazil, South Africa, Thailand, Libya, Egypt, Indonesia, Sudan; and 10 developed countries: US, UK, Japan, Germany, France, Australia, Norway, Sweden, Canada, Italy (from 1990 to 2019, Figure 2C). The result showed that the prevalence of nearly all surveyed NCDs was remarkably higher in developed countries than in developing countries, except for nonalcoholic fatty liver diseases (NAFLD) (Figure 2C). From 1990 to 2019, the prevalence of NCDs increased across developing countries, particularly inflammatory bowel disease (IBD), chronic kidney disease, type 2 diabetes mellitus (T2DM), Alzheimer’s disease, and Parkinson’s disease (Figure 2C). Overall, NCDs are substantially prevalent in developed countries and increasing in most developing countries. Among the NCDs, cardiovascular diseases (CVD), cancers, chronic respiratory diseases, and diabetes are the top four killers, the mortalities of which are still on the rise annually.18 China is one of the fastest-growing major economies in the world exhibiting rapid urbanization, the rate of urban population increased from 26.4% in 1990 to 60.3% in 2019, where the estimated prevalence of IBD rose from 20.2 (95%CI 16.8–24.1) per 100,000 individuals to 64.1 (95%CI 54.6–75.2) per 100,000 individuals. Beyond developing countries, the share of NCDs increased from 1990 to 2019 in almost all countries except for Ukraine and Lesotho.16 The changing landscape of NCDs prevalence in recent 30 years cannot be ascribed to genetics as the genetic makeup of humans cannot change much across one generation. Alternatively, lifestyle and environmental changes accompanying the transition from a rural to an urban settlement are most likely contributing to the rising epidemiology of NCDs, especially considering the enhanced risk for NCDs in children of immigrants during urbanization.
The contributing role of gut microbiome under the influence of urbanization to NCDs
As a cornerstone of human health, the gut microbiome is strongly influenced by host-external factors and downstream extensively regulating host physiology. Demonstrating the former, immigration from a developing country to a developed country results in a loss of the gut microbiome diversity and function, such as the depletion of propionate producers Prevotella spp. and their glycoside hydrolases for fiber degradation.19 This microbial depletion increased with a longer duration of urban residence and was even compounded across generations in humans.19 The structural and/or functional disruption of the gut microbiome by urbanization factors, generally featured by a richness-depleted microbial ecology (particularly depletion of rare and salutary microbial species) and blooms of opportunistic pathogens in the gut, contribute largely to the pathogenesis and course of NCDs (Figure 1, Table 1). The increased hygiene practice and cleanliness, adopted in urbanized societies, significantly limit horizontal microbial transmission (herein person-to-person microbial transmission between members that are not in a parent–progeny relationship, a critical event for diversifying and maintaining the gut microbial taxa and functions).39,40 Such lifestyle change is also proposed to be a critical contributor to the rise of NCDs, as the gut microbiomes in most patients with NCDs are characterized by a greater between-individual difference than between healthy individuals;9,41 this parallels the Anna Karenina principle in the gut microbiome field that “all happy families look-alike; each unhappy family is unhappy in its own way”.42 In favor of this principle, our recent studies also indicate that higher β diversity of the gut microbiome was found in urban residents than rural residents and that rural residents have more rare, probiotic microbial species in abundance in their gut.43 Altogether, the changing landscape of exposome (refers to the measure of all exposures from both external and internal sources, including chemical, physical, biological, and social factors, from conception onward, over a complete lifetime)44 during urbanization may carry out detrimental roles in the gut microbiome linking to NCDs. Therefore, it is important to elucidate how urban exposome impacts the gut microbiome underpinning the changing epidemiology of NCDs.
Table 1.
UrbanisaUrbanization-associated factors | Host | Alteration in the gut microbiome |
Effects on host immunity/metabolism | NCDs potentially caused by the altered gut microbiome | Ref. | |
---|---|---|---|---|---|---|
Increase taxon | Decrease taxon | |||||
Environmental factors | ||||||
PM 2.5 | Mouse | f_Lachnospiraceae f_Rikenellaceae g_Marvinbryanatia s_Alistipes finegoldii |
Bacterial richness c_Epsilonproteobacteria o_Campylobacterales f_Helicobacteraceae f_Peptostreptococcaceae f_Clostriiaceae g_Romboutsia g_Papillibacter g_Allobaculum g_Turicibacter |
Glucose intolerance Insulin resistance |
Diabetes | 20 |
PM 10 | Mouse | p_Firmicutes p_Verrucomicrobia |
p_Bacteroidota | TNF-α, CXCL-1, IL-1β, IL-12, IL-13, IL-17, IL-10 ↑ IFN-γ and IL-2 ↓ Isovalerate and isobutyrate ↑ Butyrate and valerate ↓ |
Acute and chronic intestinal inflammatory | 21 |
PM2.5 and PM1 | Human | - | α diversity p_Firmicutes p_Proteobacteria p_Verrucomicrobia |
Impaired fasting glucose | T2DM | 5 |
Nitrogen oxides | Human | f_Coriobacteriaceae | f_Bacteroidaceae | Impaired fasting glucose | T2DM and obesity | 22 |
Hygiene factors | ||||||
Lipids and lipid-like molecules from cleaning products and detergents | Human | g_Candida g_Aspergillus |
α diversity g_Debaryomyces g_Saccharomyces g_Trichosporon g_Fusarium |
- | - | 23 |
Dietary factors | ||||||
Western diet | Human | β diversity g_Alistipes g_Bilophila g_Bacteroides |
g_Roseburia s_Eubacterium rectale s_Ruminococcus bromii |
Colonic deoxycholic concentrations ↑ Colonic H2S ↑ |
CRC and IBD | 24 |
g_Prevotella | g_Bacteroides | Fecal tryptophan ↓ | Obesity | 25 | ||
- | s_Eubacterium rectale s_Clostridium symbiosum s_Oscillospira guillermondii s_Roseburia intestinalis |
Secondary bile acids ↑ Colonic butyrate ↓ TMAO ↑ |
CRC and CVD | 26 | ||
Mouse | c_Erysipelotrichi c_Bacilli s_Clostridium innocuum s_Eubacterium dolichum, s_Catenibacterium mitsuokai |
p_Bacteroidota | - | Obesity | 27 | |
Choline and carnitine in red meats and processed meats |
Human | f_Peptostreptococcaceae f_Clostridiaceae g_Prevotella g_Clostridium |
g_Lachnospira | TMA ↑ TMAO ↑ |
CVD | 28 |
Heme in red meats | Mouse | p_Bacteroidota p_Proteobacteria p_Verrucomicrobia s_Akkermansia muciniphila |
- | Colonic mucus barrier integrity ↓ Fecal trisulfide ↑ |
CRC | 29 |
Dietary emulsifiers (carboxymethylcellulose and polysorbate-80) |
Mouse | p_Proteobacteria p_Verrucomicrobia s_Ruminococcus gnavus s_Akkermansia muciniphila |
o_Bacteroidales | Colonic mucus barrier integrity ↓ Fasting glucose ↑ Fecal level of butyrate ↓ |
Obesity Metabolic syndrome Colitis |
30 |
Artificial sweeteners | Human | s_Prevotella copri s_Bacteroides xylanisolvens s_Bacteroides coprophilus s_Parabacteroides goldsteinii s_Lachnospira spp. |
- | Serum level of serine, N-acetyl alanine, aspartate, quinolinate, cystine, lysine, and glycyl-L-valine ↑ | Glucose intolerance | 31 |
Mouse | g_Anaeroplasma g_Parabacteroides s_Bacteroides acidifaciens |
o_Clostridiales g_Clostridium s_Lactobacillus reuteri |
Fecal level of propionate and acetate ↑ | Glucose intolerance | 32 | |
Urban lifestyles | ||||||
Sedentary lifestyle | Human | f_Enterobacteriaceae o_Enterobacteriales |
f_Paraprevotellaceae f_Lachnospiraceae g_Lachnospira | SCFA ↓ | Obesity | 33 |
Prevalent antibiotic use | ||||||
Vancomycin | Human | p_Proteobacteria g_Haemophilus g_Serratia s_Escherichia coli |
α diversity p_Firmicutes Clostridium cluster IV/XIVa s_Lactobacillus plantarum s_Faecalibacterium prausnitzii s_Eubacterium hallii |
Primary bile acids ↑ Secondary bile acids ↓ |
Insulin sensitivity ↓ T2DM |
6 |
Ampicillin, bacitracin, meropenem, neomycin, vancomycin |
Mouse | - | Eradication of most of commensal bacteria | Acetate, Butyrate, Propionate ↓ TMA ↓ Adenine ↓ Uracil ↓ Brain-derived neurotrophic factor ↓ N-methyl-d-aspartate receptor subunit 2B ↑ Serotonin transporter ↑ Neuropeptide ↑ |
Cognitive deficit | 34 |
Tylosin, amoxicillin | Mouse | f_Prevotellaceae f_Enterobacteriaceae s_Clostridium citroniae |
Microbial richness and evenness | Treg ↓ TNF-α ↑ IL-22 ↓ Muc2 ↓ |
IBD | 35 |
Early life exposure | ||||||
Cesarean section | Human | - | g_Bifidobacterium g_Bacteroides g_Lactobacillus g_Enterobacter g_Haemophilus g_Staphylococcus g_Streptococcus |
Treg ↓ | Asthma | 36,37 |
Milk formula | Human | s_Clostridium difficile s_Granulicatella adiacens s_Citrobacter spp. s_Enterobacter cloacae s_Bilophila wadsworthia |
s_Lactobacillus johnsonii s_Lactobacillus gasseri s_Lactobacillus paracasei s_Lactobacillus casei s_Bifidobacterium longum |
- | - | 38 |
Abbreviation: PM, particulate matters; TNF, tumor necrosis factor; CXCL, the chemokine (C-X-C motif) ligand; IL, interleukin; IFN, interferon; H2S, hydrogen sulfide; CRC, colorectal cancer; IBD, inflammatory bowel disease; TMAO, trimethylamine N-oxide; CVD, cardiovascular diseases; TMA, trimethylamine; SCFA, short-chain fatty acid; Treg, regulatory T cell.
Environmental pollution
Urbanization is inevitably casting tremendous pressure on the environment due to increased industrialization and population size.45 Air pollution, which is collectively a mixture of gases containing volatile organic compounds and particulate matters (PM), represents one of the consequent events during urbanization.46 Epidemiologic studies indicated that PM2.5 (fine particles with a diameter of 2.5 μm or less) was a significant risk factor for the T2DM burden globally.5,22 In addition, recent studies underpinned a mediating effect of the gut microbiome between PM2.5 and T2DM,5 since PM may reach the intestine through respiration-circulation and ingestion followed by casting an effect on the gut microbiome.47 A community-based cross-sectional study conducted in the Chinese population (n = 6627) found that PM2.5 was positively associated with the risks of impaired fasting glucose or T2DM and negatively associated with the α diversity of the gut microbiota.5 Another epidemiological study conducted in Southern California in the US (n = 43) also suggested that the positive correlation between air pollutants and fasting glucose levels can be explained by the decrease of Bacteroidaceae and the increase of Coriobacteriaceae.22 Of them, Coriobacteriaceae is a main producer of phenylacetylglutamine in the gut,48 which was recently identified as a biomarker of T2DM.49 Prolonged exposure to PM could also cause changes in levels of short-chain fatty acids (SCFAs, derived from gut microbial fermentation) in the cecum of mice, resulting in increased isobutyrate and decreased butyrate.21 This alteration in SCFAs production was found to suppress insulin secretion and islet β-cells functioning.11 These findings highlight that ingestion of air pollutants can substantially alter the gut microbiome and affect the metabolic functions of the host. Akin to the effect of environmental pollution on the gut microbiome, environmental pollution also has a great impact and direct link to respiratory infections and asthma via its direct effect on the respiratory microbiome.50,51
Urban and rural areas are distinct in indoor chemical and microbial environments, leading to different exposure profiles for their human residents.23 This environmental discrepancy nurtures different gut microbiomes. A recent study, spanning several areas of the same latitude in the Amazon rainforest, detected large quantities of lipids and lipid-like molecules from cleaning products and detergents on urban house surfaces.23 Chemicals derived from medications, including the beta blocker metoprolol and the antifungals ketoconazole and clotrimazole, were only detected in more urbanized regions.23 House surface chemicals in urban areas were associated with a lower diversity of environmental microbiomes.23,52 As a critical source of human gut microbes, the decrease in environmental microbiome diversity may directly reduce exposure and subsequent colonization of microbes in the human gut. In favor of this hypothesis, the fecal and anal microbiome of humans was found to be concomitantly decreased with the altered environmental microbiome in urban areas.23,52 Overall, changes in the environment during urbanization lead to reduced exposure to natural microbes and enhanced exposure to sanitation chemicals, which may consequently lead to a decreased α diversity of the gut microbiota yet increased β diversity – a predisposition to NCDs.
Urbanized dietary habits
Diet is one of the most influential factors that directly shape the human gut microbiome (Figure 3). Despite baseline dietary habits varying substantially across geography and ethnicity, there is a converging and universal transition from traditional characteristic diets (regional/ethnic) to a western diet style worldwide during urbanization.64 Western diet is characterized by high intakes of saturated fats, processed meats, added sugars, and refined grains; and low intakes of fibers, fruits, vegetables, and fish.65 Western diet is extensively investigated in humans and mice and has been found to deplete gut microbial species (including loss of multiple beneficial commensal taxa Prevotella spp., Roseburia spp., and Ruminococcus bromii), resulting in a decrease in the α diversity of the gut microbiome.24 These changes to the gut microbiome elicited by western diet have been causally linked to NCDs in mice, such as metabolic diseases and autoimmune diseases,66 and are epidemiologically associated with enhanced risks and disease outcomes of NCDs in humans.25,67
Among various dietary components, dietary fibers have the most intimate relationship with the gut microbiome, since they contain a variety of microbiota-accessible carbohydrates (MACs) that are indigestible by the human host, serving as the direct supply of nutrients for the gut microbiome. Western diet and modern food processing technologies have resulted in a significant deficiency in MACs in foods. A recent murine study showed that the low-fiber diet-induced gut microbial extinction (particularly low-abundant taxa from the Bacteroidales order) was irreversible and microbial extinction compounded in the offspring of the affected mice.68 In addition, the low-MACs diet can significantly impact the metabolic pathways of gut microbiome, especially mucus-degrading bacteria, such as Bacteroides thetaiotaomicron and Akkermansia muciniphila. B. thetaiotaomicron, as nutritional generalists in the gut, can metabolize dietary polysaccharides and mucus glycan as carbon sources. However, they may turn to degrade and metabolize host mucus glycans, under conditions of shortage in dietary polysaccharides, resulting in compromising colonization resistance to pathogens and increasing susceptibility to infection and colitis.69
A same bacterium (such as A. muciniphila) may play opposing roles in regulating disease susceptibility, depending on the niche context (external factor) and microorganismal activity (internal factor) at play. Under dietary fiber-depleted circumstances, the gut niche is open for A. muciniphila to blossom and to utilize the mucosal mucin glycans, resulting in encroached intestinal mucosa and exacerbated intestinal inflammation; in this case, the detrimental role of A. muciniphila is largely ascribed to its mucin-degrading activity in the context of fiber-depletion.69 On the other hand, proteins produced by A. muciniphila (such as Amuc_1100 and Amuc_2172) are protective against obesity, diabetes, colitis, and its associated tumorigenesis;70–72 in this case, the protective role of A. muciniphila is largely ascribed to its biosynthesis activity of salutary molecules. Hence, the virtual role of such controversial microorganisms in disease susceptibility is hinged on nutrient availability, colonization resistance, and importantly a balance between its various yet opposing bioactivities. Moreover, it is important to note that while dietary fiber supplements may reduce degradation of the intestinal mucus layer by rescuing gut microbes, purified prebiotic fibers produced by modern food processing technologies do not achieve such an effect.69 Therefore, maintaining the originality and complexity of MACs in diets is important for boosting a healthy gut microbiome as well as host health. In addition, MACs are the substrates of microbial fermentation, the absence of which has a direct deleterious effect on the production of short-chain fatty acids (SCFAs), potentially leading to counteract IBD, metabolic diseases, allergic diseases, cancers, and neuronal dysfunction.73–76 These studies suggest that fiber deficiency and western diet, as an urbanized dietary habit, evoke an irreversible impairment to the gut microbiome diversity and functionality.
Chronic ingestion of red meats and processed meats has been reported to increase plasma and urine levels of trimethylamine N-oxide (TMAO), a molecule associated with gut microbial metabolism and an increased risk of CVD41,54 in a randomized controlled trial (RCT, n = 113).12 Gut microorganisms metabolize high amounts of choline and carnitine in red meats and processed meats to trimethylamine (TMA).28 Once absorbed via the GI tract, TMA is delivered to the liver and oxidized to TMAO, which then promotes atherosclerosis, thrombosis, heart failure via augmented macrophage cholesterol accumulation and foam cell formation.54 Heme, another component of red meat, can increase the abundance of sulfate-reducing bacteria, which can lyse mucin polymers.29 With the disruption of mucus barrier integrity, the cytotoxic heme reaches to and injures the colonic epithelial surface cells, resulting in epithelial hyperproliferation and inhibition of apoptosis, which can eventually develop into CRC.29 High saturated fats in processed foods and meat products are also associated with CRC pathogenesis.77 To emulsify a large amount of dietary fat, the liver increases the secretion of bile acids. When reaching the colon, bile acids are metabolized into secondary bile acids by the anaerobic bacteria (Clostridium cluster XIVa and XI, and Eubacterium).78 Of secondary bile acids, deoxycholic acid is a mutagen and has been shown to elicit DNA damage and apoptosis resistance by causing oxidative stress, elevating the risk of proximal colon cancer.78
The food industry in urbanized societies is rapidly expanding the use of food additives, such as emulsifiers, preservatives, and artificial sweeteners, which have all been shown to perturb the host homeostasis (both in the gut and systemically) by disrupting the membership and functions of the gut microbiota.79 Carboxymethylcellulose and polysorbate-80, two common emulsifiers, were shown to aggravate colitis in interleukin (IL)-10−/− mice and induce intestinal inflammation and obesity/metabolic syndrome in wild-type mice by damaging the intestinal multi-layered mucus structure and gut microbiome composition.30 A latest RCT study in healthy volunteers (n = 120) showed that the artificial sweeteners saccharin and sucralose altered the gut microbiome functionally and led to varying degrees of impairment of glucose tolerance compared to the placebo group.31 The fecal microbiomes from top or bottom human responders of sweeteners were then transplanted into germ-free (GF) mice, where the glycemic responses in recipient mice largely reflected those noted in their corresponding human donors.31 This suggests that the dampened gut microbiome plays a causal role in poor glycemic responses. In murine models, artificial sweeteners enhance glycan degradation to various products in the gut microbiome, of which propionate and acetate are precursors and signaling molecules for de novo glucose and lipid synthesis by the host, inducing a propensity to obesity and glucose intolerance.32 These studies together established a causal relationship between food additives commonly consumed in urban communities and risks of NCDs with the gut microbiome playing a prominent role in between. Routinely used as a preservative in processed meats, inorganic sulfur is metabolized by sulfate-reducing gut bacteria into hydrogen sulfide, previously implicated in the pathogenesis of IBD and CRC.32,53 The abundance of sulfate-reducing bacteria in feces was greater in patients with IBD or CRC than in healthy controls, with concurrent increases in fecal levels of hydrogen sulfide.53 The excess of colonic hydrogen sulfide has been reported to promote carcinogenesis through DNA damage, reduce the integrity of the mucus layer, and induce epithelial hyperproliferation and immune disorder,80 all of which increase the risk for cancer and IBD. Overall, variations in the food ingredients in urbanized dietary habits contribute to the pathogenesis of NCDs, at least partly via their effects on the gut microbiome.
Urbanized lifestyles
Owing to extended work schedules in most urban societies, the mealtimes of urban residents are shifting to irregularity. The adverse effects of irregular meals on the gut microbiome and host physiology were recently revealed.81,82 The gut microbiota can act in response to the feeding rhythm and coordinate the diurnal rhythm in the major histocompatibility complex (MHC)-II-IL-10-epithelial barrier axis in the small intestine by circadian clock.81 Disrupted circadian rhythms induced by irregular diet can damage intestinal epithelial barrier integrity, resulting in an extensive antigen influx and exacerbation of Crohn-like enteritis.81 A companion study found that regular feeding rhythm induced a rhythmic intestinal epithelial attachment of segmented filamentous bacteria (SFB, a group of gut commensal bacteria).82 SFB rhythmically activated group 3 innate lymphoid cells (ILC3) to secret antimicrobial proteins (AMPs) generating day-night variation in resistance to pathogen infection.82 These studies suggest an essential role of regular dietary rhythmicity in maintaining intestinal microbiome-epithelial-immune integrity and homeostasis, the disruption of which in urban dietary regimes may predispose individuals to chronic gut dysfunction and disease risks.
Most urban dwellers live a sedentary lifestyle in addition to the aforementioned increased environmental hygiene and cleanliness and the lack of wild/farm exposure. Such a low physical activity lifestyle was found to be associated with increased risks of multiple NCDs and meanwhile alter the composition and metabolism of the gut microbiome.33,83 A cross-sectional, observational study (n = 82) characterized the gut microbiome of college students with or without moderate-to-vigorous physical activities.33 The study discovered that Lachnospiraceae, Lachnospira, and Paraprevotellaceae (eminent SCFAs-producers) were more prevalent in college students with greater levels of physical activities, while Enterobacteriaceae and Enterobacteriales (opportunistic pathogens) are more enriched among college students with sedentary behaviors.33 Consistently, exercising was also associated with higher fecal concentrations of SCFAs in humans,83 which counteract metabolic diseases and autoimmune diseases. The effect of exercise promoting changes in the gut microbiota involves multiple mechanisms of action, including the host release of myokines, the secretion of hormones and neurotransmitters, and the increase of intestinal transit.84
Horizontal transmission of gut microbes is limited by smaller family size and fewer livestock/pets feeding in urbanized life. Available evidence suggests that involvement in livestock feeding chores provides rural residents more chances to interact with animal microbiomes through direct contact with animals and their excreta, increasing the gut microbiome diversity of rural residents.85 Likewise, a study on familial microbiome similarity found that family members share closely related bacterial genotypes.86 This study suggests that large family size and cohabitation in rural societies may increase horizontal transmission of microbes between family members, resulting in a high α diversity and a low β diversity of the gut microbiome, contrasting the signature of urban gut microbiome. Our recent study also showed that infrequent access to shower/bath experienced in rural residents was associated with an enriched gut microbiome and a higher blood high-density lipoprotein (HDL)-cholesterol level,43 indicating that rural lifestyle can shape the configuration of the gut microbiome linking to NCDs. Notably, this limitation of gut microbial horizontal transmission may get compounded by preventive or compulsory social isolation due to pandemic. A two-time point analysis of the gut microbiota in healthy humans who underwent quarantine revealed that the intestinal concentration of serotonin (a regulator of several behavioral, mood, and neuroendocrine functions) decreased with the altered gut microbiome in quarantined individuals during 4 ~ 5 months of the quarantine.87,88
Prevalent antibiotic use
With the discovery of antibiotics against infections, the world is experiencing prevalent antibiotic use, especially during pandemics. Both environmental and human-centered studies revealed that urban microbiomes (from environmental and human sampling) have higher abundances of antibiotic resistance genes than in rural microbiomes,89,90 implying that antibiotics are commonly used in urban areas and have incurred a genotypic and phenotypic change in both the environmental microbes and the indigenous microbes in humans. Ubiquitous antibiotic use in humans is mostly spurred by fear of pathogens and pandemic legacy. Beyond medical use, low-dose antibiotics, such as feed additives, are commonly used in livestock management to increase weight gain and the mass production of animal-based foods.91 The collective use of antibiotics consequently leads to the depletion of naturally occurring microbes in the human gut, posing a gut ecological insult underlying the pathogenesis of NCDs.
In animals, antibiotics contribute to obesity by altering the gut microbiome and the host metabolic activity.91 A similar effect was likewise observed in humans.92 In a retrospective analysis (n = 96), the body mass index (BMI) of patients with infective endocarditis increased significantly after treatment with vancomycin and gentamycin for 6 weeks, where a high concentration of fecal Lactobacillus spp. was seen.92 A population-based case–control study conducted in Denmark (n = 1, 534, 511) indicates that exposure to antibiotics was associated with an increased risk of T2DM.93 A single-blinded RCT (n = 20) similarly showed that oral administration of vancomycin significantly induced insulin resistance by reducing fecal microbial diversity with a decrease in Firmicutes and a compensatory increase in Proteobacteria.6
In addition to increasing the risk of metabolic disorders, antibiotic-induced gut dysbiosis can also contribute to other NCDs. For instance, gut microbiome distortion by antibiotics impaired novel object recognition memory via the gut microbiota-brain axis in mice.34 The structural and functional dysbiosis of the gut microbiome induced by antibiotics was found to regulate the expression of cognition-relevant signaling molecules in the brain (up-regulation of neurotrophic factor and down-regulation of N-methyl-d-aspartate receptor subunit 2B, serotonin transporter, and neuropeptide Y system), resulting in cognitive impairment in mice.34 Exposure to antibiotics in early life also appears to impact the homeostasis of the gut microbiome and immunity in a long term.94 Studies have shown that disruption of immune system development and maturation by antibiotic-induced dysbiosis in early life might result in autoimmune diseases, such as IBD, in later life.95 Our earlier study and other studies have consistently shown that antibiotic use could cause opportunistic expansion of certain gut microbes, such as Candida albicans, which hinders the assembly and recovery of the gut microbiome.96 In mice, administering tylosin (a macrolide antibiotic) and amoxicillin (a beta-lactam antibiotic) after birth for a duration of 5 days exacerbated dextran sodium sulfate-induced colitis in later life.35 Such phenotypes could be replicated by transferring antibiotic-perturbed microbiota to GF mice without prior antibiotics exposure, demonstrating that the altered microbiome rather than antibiotics induce exacerbation of colitis later in life.35 Overall, antibiotics use has not only changed the genotype and phenotype of individual microorganisms but also changed the composition and functionality of the gut microbiome from a microecology perspective. Alterations that commence in the gut microbiome may ultimately lead to the onset of chronic diseases of systematic nature in conjunction with the direct effects of external factors on the host.
Apart from antibiotics, non-antibiotic drugs deployed in the modern healthcare system are also found to extensively impact the gut microbiome. A high-throughput screen conducted to test 1,197 US Food and Drug Administration (FDA)-approved non-antibiotic drugs against 40 gut bacterial species found that 24% of these compounds inhibited the growth of at least one bacterial strain.97 This data suggests that with the advancement in the development and deployment of medications, the effects of drugs on the gut microbiome should be cautioned.
Early life exposure in an urbanized environment
Exposure to the gut microbiome in early life is conducive to the development and education of the host immune system.98 Defects in lymphoid tissue development observed in GF animals suggest that early-life microbial colonization in the gut is important in the development of mucosal and systemic immunity.99 The transcriptional profile in the jejunum and colon of GF mice conventionalized during adult life is different from specific pathogen-free (SPF) mice, suggesting that there is a narrow “critical window”, to educate the host immune system via the gut microbiome.100 A multitude of studies have shown that dysbiosis of the gut microbiome in early life is associated with later-life diseases, such as allergy diseases, metabolic diseases, autoimmune diseases, and neurological disorders.95,101–104
The delivery mode can strongly affect the first major microbial exposure and colonization in neonates.38,105 The gut microbial diversity of vaginally born neonates was higher than those born through cesarean section, and 72% of microbial species from vaginally born neonates matched the species found in the feces of their mothers, suggesting vertical mother-to-neonate transfer.38 In contrast, the first colonizers of cesarean-delivered infants come from the surrounding environment during delivery.38 Lower overall microbial diversity, lower abundances of probiotics (Bifidobacterium, Bacteroides, and Lactobacillus), but higher abundances of Enterobacter, Haemophilus, Staphylococcus, and Streptococcus, were found in cesarean delivered infants compared to vaginally delivered infants.105 Cesarean delivery rates are generally higher in urban areas than in rural areas.106,107,108 The overuse of cesarean delivery in urban areas, especially in Brazil, China, and the US, was associated with dysbiosis of the gut microbiome in neonates and an enhanced incidence of NCDs, particularly asthma.109,110 A prospective study conducted in south-eastern Michigan in the US (n = 298) found an association between a specific gut microbiome feature of neonates and a high risk of asthma:37 both cesarean-delivered infants and asthma patients have a low relative abundance of Bifidobacterium in their gut microbiomes.105 This association can be explained by the fact that gut microbiome dysbiosis in neonates could promote CD4+ T cell dysfunction underpinning the pathogenesis of asthma.37 The ex vivo culture of human adult peripheral T cells with sterile fecal water from neonates with the highest risk of asthma increased the compartment of CD4+ IL-4+ cells (pro-inflammatory) yet reduced the proportion of regulatory T cells (Treg cells, anti-inflammatory).37 In addition, a 20% increase in the risk of childhood onset of T1DM was reported in a meta-analysis of cesarean-delivered children,111 also associated with the reduced abundance of Bifidobacterium in cesarean-delivered children.112
Breastfeeding is another major factor that shapes the composition of the newborns’ gut microbiome in the early-life window. Diverse probiotic microbial strains from the genera Bifidobacterium, Lactobacillus, and Streptococcus can transfer from the mother’s gut to breast milk via the gut-mammary axis.113 Together with the milk oligosaccharides (a source of MACs), microbes in breast milk are ingested and colonized in the infants’ gut.114 In addition, IgA in breast milk can govern the development of retinoid-related orphan receptor-γ (RORγ+) Treg cells and microbiomes in the gut of infants, tuning the immunologic and microbial profiles in infants. Given the importance of breastfeeding, the extensive use of infant milk formula in urban areas compared to rural areas115 decreases the vertical transmission of the microbiome from mother to baby, especially beneficial microbes, such as Lactobacillus spp. and Bifidobacterium spp., as well as the transmission of immunoglobulins which plays an instrumental role in shaping the gut microbiome and immunity of infants.38 On the other hand, one caveat is that vertical microbial transmission from urban-dwelled mothers to infants might not be as beneficial, considering that urban dwellers may already harbor a (pre-)dysbiotic gut microbiome which upon transmission may increase the risk for NCDs in the next generation.116–118 To illustrate, maternal pre-pregnancy overweight has been shown to increase the risk of childhood overweight, mediated by the vertical transmission of Firmicutes.116 An overweight mother can also impact the gut microbiome and health outcomes of her children via the composition variation of breast milk. Breast milk of overweight mothers contains higher levels of Staphylococcus and lower levels of Bifidobacterium, both of which have been associated with allergies, inflammatory diseases, and metabolic diseases.117,118
Harnessing the gut microbiome to counteract NCDs in urbanized societies
In recognition of the prominent roles of the gut microbiome in modulating human health and disease risks, a myriad of therapeutics inspired by or targeting the gut microbiome is under development (Figure 4). These measures may reduce NCDs by eradicating the etiological gut microbial species to NCDs and/or introducing beneficial keystone species, and represent avenues applicable and accessible to global populations.
Faecal microbiota transplantation
Fecal microbiota transplantation (FMT) is an innovative treatment for diseases that are associated with gut dysbiosis, by transferring the fecal suspension containing the microbiome from a healthy donor into the GI tract of a recipient with disease.119,120 FMT has been used to treat Clostridioides difficile infection, with approximately an 85–90% response rate and a successful restoration of the gut microbiome in patients121. In consideration of the intimate connection between IBD and gut dysbiosis, FMT has been regarded as a potential therapeutic for IBD.120,122,123 A meta-analysis evaluating 6 RCTs found that FMT resulted in significant clinical and endoscopic remission versus placebo (odds ratio, 4.11; 95%CI, 2.19–7.72).122 Compared to glucocorticoid (a commonly used IBD medication), FMT showed a comparative efficacy to induce remission in active mild-to-moderate UC, but with fewer adverse events.123 Although current studies on FMT in CD enrolled a limited number of participants, the data are encouraging implying a therapeutic potential of FMT.120 According to a meta-analysis of 12 studies, FMT resulted in clinical remission and clinical response in 62% and 79% of patients with CD, respectively.124 In addition, FMT was reported to significantly decrease the rates of clinical relapse of CD patients with anti-tumor necrosis factor (anti-TNF) failure.125 Several RCTs also showed that FMT was effective in treating metabolic diseases, increased insulin sensitivity in patients with metabolic syndrome,126 and decreased the plasma levels of TMAO in patients with CVD.127 Furthermore, the benefits of FMT in Parkinson’s disease and CRC were also explored in mice.128,129 These studies suggest that FMT holds a promising prospect in reducing NCDs by resetting the gut microbiome underlying a disease.
One caveat of the application of FMT in clinical practice is that the efficacy is highly heterogeneous across different individuals.126,127,130 One explanation is that the efficacy of FMT relies, at least partly, on the composition of the fecal microbiome from the donor or that of the recipient, as demonstrated in our earlier studies.131,132 We found that a high abundance of fecal C. albicans, either in the donor or in the recipient before treatment, reduced the efficacy of FMT.132 In contrast, a higher fecal viral microbiome richness of Caudovirales bacteriophages from donors was associated with a favorable clinical outcome.131 These data suggest that screening and selection of appropriate donors and proper donor-recipient pairing might enhance FMT efficacy. The overall lesson on FMT is that there is no one-size-fits-all donor, especially if the donors are urban individuals. Future precision FMT may involve rational selection and design of the donor microbiome according to the recipient microbiome. On the other hand, FMT carries a risk for transmission of under-detected or emerging pathogens; therefore, developing a components-definite, purified, and pathogens-free microbial cocktail may serve as an alternative and refined microbiome therapeutic approach. SER-109, an investigational oral microbiome therapeutic composed of live purified Firmicutes bacterial spores, has been approved by the FDA and showed a safety and efficacy profile in CDI.133 Meanwhile, SER-287 (Firmicutes spores) was found to induce clinical remission in patients with UC in the phase 1b trial.134 Overall, both FMT and refined microbial-consortia represent promising microbiome-based treatment modalities for combating NCDs.
Dietary modulation and intervention
Diet is considered a mild but highly effective modulator of the gut microbiome composition and host health. A variety of characteristic diets, regional or ethnic, are demonstrated to be associated with lower risks of NCDs.135–137 Of them, the Mediterranean diet is recognized as an exemplary mode of healthy eating. This dietary pattern is distinct from the typical western diet, emphasizing the intake of highly complex carbohydrates, polyunsaturated fatty acids, and bioactive compounds with antioxidative properties.136 A study of 27 healthy individuals revealed that the Mediterranean diet can attenuate the increase in Firmicutes:Bacteroidetes ratios induced by western diet.138 A high abundance of probiotic bacteria, Prevotella spp., Clostridium cluster XIVa, Faecalibacterium prausnitzii, and Bifidobacterium spp. was found in individuals consuming the Mediterranean diet.139 Moreover, metabolomic profiling of Mediterranean diet-consuming individuals revealed a high concentration of SCFAs in feces, which have favorable effects on intestinal barrier integrity, implying the potential to counteract numerous chronic diseases.140
Ketogenic diet containing high fat, moderate protein, and very low carbohydrate is another characteristic diet. It has been used to treat refractory epilepsy in children for decades,141 and was, in the last decade, shown to have immense beneficial effects on many chronic diseases, including metabolic diseases, autoimmune diseases, and cancers.142,143 These findings renewed interests in the ketogenic diet, making it a popular diet mode in urban societies. Ketogenic diet also exhibits therapeutic potential against neurologic disorders via the microbiota-gut-brain axis, including Parkinson’s disease, Alzheimer’s disease, autism spectrum disorders, and multiple sclerosis.144,145 Moreover, ketogenic diet is recognized as a fad diet for weight loss and alleviating IBD.135 A recent observational study in obese subjects (n = 15) reported a sharp decrease in the fecal abundance of obesity-associated microbes, Lachnospiraceae, Eubacterium hallii, Pseudomonas, and Blautia, concurring with a significant reduction in BMI in obese patients after a 12-week ketogenic diet intervention.135 A recent mechanistic study reported that the ketogenic diet alleviated colitis by reducing the production of RORγt+CD3− ILC3 and related inflammatory cytokines (IL-17α, IL-18, IL-22, and CCL4) in mice, which was attributed to the modification of gut microbiota (increase in Akkermansia and decrease in Escherichia/Shigella).142
Beyond the Mediterranean diet and ketogenic diet, our recent population-wide study conducted on healthy Chinese (n = 930) found that ethnicity-specific diets were associated with the presence of certain gut species as well as a low risk of some NCDs, such as IBD.43,146 For instance, the ethnic Chinese Zang-specific diet with butter milk tea consumption was associated with the gut presence of microbial lineages from the Penicillium and Naumoyozyma genera, which mirrors a substantially low disease prevalence of IBD in ethnic Zang Chinese. In addition, fermented foods, such as yoghurt, kefir, cheese, fermented vegetables, nattō, bread, wine, and beer, are a type of food containing a high number of probiotic species and their metabolites.147 A recent 17-week randomized, prospective study (n = 39) found an increased gut microbiota diversity and decreased markers of host inflammation in healthy adults consuming a large number of fermented foods in their diet.137 However, the effects and applications of these characteristic diets as well as the functions of the under-studied gut microbes induced by these diets await elucidation.
Apart from “what to eat”, “how to eat” is also important to shape the gut microbiome and counteract NCDs. Intermittent fasting and time-restricted eating are dietary programs that manipulate the timing of eating occasions by utilizing short-term (longer than overnight) fasting. This dietary program has been shown to induce the browning of white adipose tissue by reshaping the gut microbiota and is shown to be effective in weight control.148 Moreover, intermittent fasting can also ameliorate autoimmune diseases. A murine study found remission of IBD and intestinal barrier regeneration after intermittent fasting.149 Fecal transplants from intermittent-fasting-treated donor mice, characterized by an expansion of the probiotics Lactobacillaceae and Bifidobacteriaceae, attenuated disease phenotype in recipient mice with colitis, indicating that the gut microbiome mediates the benefits of intermittent fasting.149 A similar outcome was reported by a study in mice with multiple sclerosis, where the gut microbiome was reshaped by intermittent fasting following which the clinical course and pathology of multiple sclerosis were ameliorated.150 In general, modulating the profile of dietary components and the timing of eating represent two scalable and amenable strategies to treat NCDs and exploit the gut microbiome for health.
Probiotics, postbiotics, celobiotics, and synbiotics
Probiotics are live microorganisms providing health benefits and counteracting NCDs through various mechanisms, such as regulating intestinal microbiota,151 inhibiting pathogens,152 maintaining the epithelial barrier,153 activating host immune,154 and modulating host metabolism.155 Gut microbial species that are decreased in urban residents meanwhile that can counteract NCD pathogenesis should be developed into probiotics for treating NCDs. For example, VSL#3, a high-concentration probiotic bacteria mixture, has been proven to be effective in UC by several RCTs.156,157 Beyond bacteria, fungi can also serve as probiotics conferring a health benefit on the host. One month of administration of the probiotic yeast Saccharomyces boulardii in mice with obesity and T2DM ameliorated the gut microbiome, resulting in reduced obesity, hepatic steatosis, fat mass, and inflammation.158
The effect of probiotics can be partially mediated by their metabolites, which are now used as postbiotics to improve human health and treat NCDs. SCFAs, such as acetate, propionate, and butyrate, produced by F. prausnitzii, A. muciniphila, and several anaerobic commensal bacteria, are a class of extensively investigated postbiotics. Butyrate is a preferred energy source for colonic epithelial cells that are engaged in maintaining gut barriers and regulating immune and metabolic homeostasis.59 Enemas of butyrate resulted in clinical and histological improvement in active UC patients, by inhibiting histone deacetylase (HDAC) and the translocation of NF-κB in lamina propria macrophages in tissue sections.159 Likewise, in DSS-treated mice, butyrate enemas reduced colonic mucosal damage and inflammatory cytokines (IL-6, TNF-α, and IL-1β).160 Not only can propionate stimulate colonic goblet cells to secrete glucagon-like peptides (GLP) but it can also inhibit the synthesis of cholesterol and the production of new fat in the liver in rats.161 Another type of microbial metabolites that can be used as postbiotics are secondary bile acids, which directly regulate certain intestinal immune cell populations.162 Of them, 3-oxolithocholic acid can inhibit the differentiation of Th17 cells by binding to the key transcription factor RORγt, while isolithocholic acid increased the differentiation of Treg cells through the production of mitochondrial reactive oxygen species (mitoROS) and up-regulated expression of FOXP3,163 implying the potential of restoring the gut immune-homeostasis and treating IBD.164 Apart from producing beneficial metabolites, probiotics can also provide therapeutic potential by liberating celobiotics. Celobiotics are bioactive compounds that are liberated from indigestible food components through the actions of one or more microbial enzymes (rather than being synthesized).60 A recent study found that gut microbes, such as Bacteroides ovatus and Parabacteroides distasonis, could liberate a celobiotic N-methylserotonin from orange fiber, a generally discarded by-product of orange juice manufacturing.60 The liberated N-methylserotonin reduced adiposity and improved host metabolism in mice.60 This study presents a primer to utilize celobiotics or paired combinations of bioactive components and their “microbial miner”, to subvert the unfavorable effect of food over-processing and manufacturing on host health during urbanization and industrialization.
As it is often difficult to achieve durable engraftment of probiotics without the use of antibiotics,165 probiotics are usually proposed to be supplied with prebiotics (substrates selectively utilized by gut microorganisms, such as MACs), together known as synbiotics.166 Prebiotics are employed to enhance the survival and colonization of probiotic microbes by providing a nutrient niche. On the other hand, probiotics ensure that the gut microbiota can metabolize prebiotics to generate beneficial compounds for the host or the co-occurring microorganisms in the gut.166 Multiple RCTs have shown that synbiotics combinations were effective in treating certain NCDs. A mixture of the probiotics Lactobacillus and Bifidobacterium supplemented with the prebiotics fructo-oligosaccharides or inulin was found to ameliorate IBD167 and obesity.168 Despite the beneficial effects of these prebiotics, the arsenal of prebiotics remains to be substantially expanded as the nutrient and metabolic preferences of the large diversity of gut microbes are largely unknown to date. Orthogonal niche engineering is a recently developed approach to test for the proper substrates for the targeted probiotic microorganisms and to maintain a controllable, long-term colonization of the microorganisms of interest. For instance, Shepherd et al. transferred the porphyran utilization locus into a gut commensal strain B. ovatus NB001 to enable it to utilize porphyran, a component of seaweed.169 This approach allowed for fine control of colonization and abundance of this recombinant Bacteroides strain in the murine gut by varying the dosage of the marine polysaccharide porphyran.169 Through this strategy, orthogonal niche engineering in conjunction with probiotics biosynthesis offers a novel combinatorial approach to reintroduce and maintain the beneficial microbes that are depleted or functionally compromised during urbanization.
Precision antibiotics
During clinical application, low-dose antibiotics may fail to clear disease-causing microorganisms and evoke antimicrobial resistance, while overdosing on antibiotics may lead to dysbiosis of a broad spectrum of gut microorganisms. Therefore, developing precision antibiotics that only target the microbial species that cause NCDs while leaving other microbial members in the gut largely spared becomes an urgent unmet need. Metagenomic analysis of the gut microbiome of patients with IBD identified the molybdenum-cofactor-dependent metabolic pathways of the gut microbes as a signature of inflammation-associated dysbiosis in IBD.170 Guided by the target microbial pathway, the authors next devised a tungstate-treatment strategy to specifically inhibit the microbial molybdenum-cofactor-dependent respiratory pathways.171 Following administration, the compound tungstate attenuated colitis and selectively suppressed the dysbiotic expansion of Enterobacteriaceae while exhibiting a minimal effect on the overall gut microbiota.171 This example represents a rationally designed case of precision antibiotics to treat IBD. Future efforts to counter NCDs-related gut dysbiosis may refer to this strategy by selectively targeting etiological microbial pathways to the pathogenesis of NCDs.
The antimicrobial effect of antibiotics depends on the drug concentration at the target site, hence optimizing the dosing and release site of antibiotics within the host is critical for combating NCDs. To this end, novel antibiotics-delivery technology and system are in development to minimize the collateral destruction to the holistic intestinal microecology. Zhang et al. recently developed an encapsulation system that encased antibiotics into glycosylated nanoparticles with a positive charge, which can be readily absorbed in the proximal small intestine through the intended interaction between glucose in the nanoparticles and the abundantly expressed sodium-dependent glucose transporter 1 in the intestinal epithelium.172 This glucose-decorated encapsulation can significantly reduce the accumulation of antibiotics in cecal and fecal contents, therefore reducing perturbations to the colonic microbiota.172 Although it is a daunting challenge, such strategies can be adopted and modified to target tumor sites in GI cancers, to aim for controlled release at the inflamed sites for treating GI inflammations or aim for controlled release upon sensing the disease-causing microorganisms. Overall, target-orientated selection of antibiotics along with the rational design of antibiotics-delivery techniques would substantially enable precision-killings of NCD-causing gut microbes.
Conclusions and future directions
With advancements that unveil the intricate relationship between the gut microbiome and NCDs in the age of urbanization, identifying the keystone species that are virtually etiological or therapeutic to an interrogated NCD is critical. However, there remain a series of challenges and pitfalls in the field: 1) while a lot of studies showed associations between alterations in the gut microbiome and particular NCDs in humans, only a minority of studies could establish causality between a gut microorganism of concern and an NCD; 2) on the other hand, many microbial species identified to cause an NCD in pre-clinical models (such as mice and rats) cannot be replicated in humans, which impairs translating the findings from animals to humans; 3) on a similar note, clinical trials with the same intervention may result in equivocal outcomes due to individualized responses of the various gut microbiomes in humans, limiting the translation from bench to bedside; 4) it is an expensive challenge to identify environmental and dietary risk factors in urban societies that are actually genuine contributor to NCDs and gut microbiome dysbiosis, due to the substantial heterogeneity of population characteristics and confounding factors; 5) among the large consortium of gut microbes, ranging from bacteria, fungi, archaea to viruses/phages, it is daunting to discern functional and actionable microbes to treat NCDs, so is to expand the toolkit to modify them.
With these knowledge gaps and challenges being addressed, we will witness a bright future harnessing the gut microbiome to counteract NCDs. Meanwhile, the enhanced sanitation and social isolation measures due to unforeseen outbreaks of infectious diseases, such as the raging COVID-19, Monkeypox, and Polio, can further amplify “the disappearing gut microbiome during urbanization” in our era. This presents as a legacy of the decrease in the diversity of environmental microbiomes and human microbial exposures. Therefore, future city planning should take into consideration strategic city partitioning and diversification of the environmental microbiomes from the ecology perspective, to facilitate salutary microbiome exchanges between the environment and humans, and between humans.
Acknowledgments
We would like to thank the National Natural Science Foundation of China (NSFC grant Nos. 32100134 and 82172323), the Municipal Key Research and Development Program of Guangzhou (202206010014), and a seed fund from the Sixth Affiliated Hospital of Sun Yat-sen University and Sun Yat-sen University. APB is supported by a Career Development Award from the Crohn’s and Colitis Foundation, and the University Cancer Research Fund. Figures A, C, and D were created via BioRender.com.
Funding Statement
The work was supported by the National Natural Science Foundation of China [32100134]; National Natural Science Foundation of China [82172323].
Disclosure statement
No potential conflict of interest was reported by the authors.
Author contribution
TZ conceived the manuscript. ZH and YL jointly wrote the manuscript. HP, MH, KB, NS, HWL, HM, MPE, KC, EB, APB, and SAS provided significant intellectual contributions and edited the manuscript. WW and KL provided significant contribution to the conceptualization and materialization of this manuscript. TZ supervised this study and the drafting of this manuscript.
References
- 1.Bennett JE, Kontis V, Mathers CD, Guillot M, Rehm J, Chalkidou K, Kengne AP, Carrillo-Larco RM, Bawah AA, Dain K, et al. NCD countdown 2030: pathways to achieving sustainable development goal target 3.4. Lancet. 2020;396(10255):918–27. doi: 10.1016/S0140-6736(20)31761-X. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Ritchie H, Roser M.. Urbanization Our world in data 2018. Published online at OurWorldInData.Org; 2018. https://ourworldindata.org/urbanization.
- 3.Goryakin Y, Rocco L, Suhrcke M. The contribution of urbanization to non-communicable diseases: evidence from 173 countries from 1980 to 2008. Econ Hum Biol. 2017;26:151–163. doi: 10.1016/j.ehb.2017.03.004. [DOI] [PubMed] [Google Scholar]
- 4.Yang J, Siri JG, Remais JV, Cheng Q, Zhang H, Chan KKY, Sun Z, Zhao Y, Cong N, Li X, et al. The Tsinghua–lancet commission on healthy cities in China: unlocking the power of cities for a healthy china. Lancet. 2018;391(10135):2140–2184. doi: 10.1016/S0140-6736(18)30486-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Liu T, Chen X, Xu Y, Wu W, Tang W, Chen Z, Ji G, Peng J, Jiang Q, Xiao J, et al. Gut microbiota partially mediates the effects of fine particulate matter on type 2 diabetes: evidence from a population-based epidemiological study. Environ Int. 2019;130:104882. doi: 10.1016/j.envint.2019.05.076. [DOI] [PubMed] [Google Scholar]
- 6.Vrieze A, Out C, Fuentes S, Jonker L, Reuling I, Kootte RS, van Nood E, Holleman F, Knaapen M, Romijn JA, et al. Impact of oral vancomycin on gut microbiota, bile acid metabolism, and insulin sensitivity. J Hepatol. 2014;60(4):824–831. doi: 10.1016/j.jhep.2013.11.034. [DOI] [PubMed] [Google Scholar]
- 7.Shanahan F, Ghosh TS, O’Toole PW. The healthy microbiome—what is the definition of a healthy gut microbiome? Gastroenterol. 2021;160(2):483–494. doi: 10.1053/j.gastro.2020.09.057. [DOI] [PubMed] [Google Scholar]
- 8.de Vos WM, Tilg H, Van Hul M, Cani PD. Gut microbiome and health: mechanistic insights. Gut. 2022;71:1020–1032. doi: 10.1136/gutjnl-2021-326789. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Tamburini FB, Maghini D, Oduaran OH, Brewster R, Hulley MR, Sahibdeen V, Norris SA, Tollman S, Kahn K, Wagner RG, et al. Short-and long-read metagenomics of urban and rural South African gut microbiomes reveal a transitional composition and undescribed taxa. Nat Commun. 2022;13(1):1–18. doi: 10.1038/s41467-021-27917-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Gacesa R, Kurilshikov A, Vich Vila A, Sinha T, Klaassen M, Bolte L, Andreu-Sánchez S, Chen L, Collij V, Hu S, et al. Environmental factors shaping the gut microbiome in a Dutch population. Nature. 2022;604(7907):732–739. doi: 10.1038/s41586-022-04567-7. [DOI] [PubMed] [Google Scholar]
- 11.Canfora EE, Meex RCR, Venema K, Blaak EE. Gut microbial metabolites in obesity, NAFLD and T2DM. Nat Rev Endocrinol. 2019;15(5):261–273. doi: 10.1038/s41574-019-0156-z. [DOI] [PubMed] [Google Scholar]
- 12.Wang Z, Bergeron N, Levison BS, Li XS, Chiu S, Jia X, Koeth RA, Li L, Wu Y, Tang WHW, et al. Impact of chronic dietary red meat, white meat, or non-meat protein on trimethylamine N-oxide metabolism and renal excretion in healthy men and women. Eur Heart J. 2018;40(7):583–594. doi: 10.1093/eurheartj/ehy799. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Gomaa EZ. Human gut microbiota/microbiome in health and diseases: a review. Antonie Van Leeuwenhoek. 2020;113(12):2019–2040. doi: 10.1007/s10482-020-01474-7. [DOI] [PubMed] [Google Scholar]
- 14.Schiattarella GG, Sannino A, Toscano E, Giugliano G, Gargiulo G, Franzone A, Trimarco B, Esposito G, Perrino C. Gut microbe-generated metabolite trimethylamine-N-oxide as cardiovascular risk biomarker: a systematic review and dose-response meta-analysis. Eur Heart J. 2017;38(39):2948–2956. doi: 10.1093/eurheartj/ehx342. [DOI] [PubMed] [Google Scholar]
- 15.McGranahan G, Satterthwaite D. Urbanisation concepts and trends. JSTOR. 2014;220. [Google Scholar]
- 16.Vos T, Lim SS, Abbafati C, Abbas KM, Abbasi M, Abbasifard M, Abbasi-Kangevari M, Abbastabar H, Abd-Allah F, Abdelalim A, et al. Global burden of 369 diseases and injuries in 204 countries and territories, 1990–2019: a systematic analysis for the global burden of disease study 2019. Lancet. 2020;396(10258):1204–1222. doi: 10.1016/S0140-6736(20)30925-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Desa U. Revision of world urbanization prospects. UN Dep Econ Soc Aff. 2018;16. [Google Scholar]
- 18.Bigna JJ, Noubiap JJ. The rising burden of non-communicable diseases in sub-Saharan Africa. Lancet Glob Health. 2019;7(10):e1295–e1296. doi: 10.1016/S2214-109X(19)30370-5. [DOI] [PubMed] [Google Scholar]
- 19.Vangay P, Johnson AJ, Ward TL, Al-Ghalith GA, Shields-Cutler RR, Hillmann BM, Lucas SK, Beura LK, Thompson EA, Till LM, et al. US immigration westernizes the human gut microbiome. Cell. 2018;175(4):962–72.e10. doi: 10.1016/j.cell.2018.10.029. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Wang W, Zhou J, Chen M, Huang X, Xie X, Li W, Cao Q, Kan H, Xu Y, Ying Z. Exposure to concentrated ambient PM2.5 alters the composition of gut microbiota in a murine model. Part Fibre Toxicol. 2018;15(1):17. doi: 10.1186/s12989-018-0252-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Kish L, Hotte N, Kaplan GG, Vincent R, Tso R, Gänzle M, Rioux KP, Thiesen A, Barkema HW, Wine E, et al. Environmental particulate matter induces murine intestinal inflammatory responses and alters the gut microbiome. PLoS One. 2013;8(4):e62220. doi: 10.1371/journal.pone.0062220. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Alderete TL, Jones RB, Chen Z, Kim JS, Habre R, Lurmann F, Gilliland FD, Goran MI. Exposure to traffic-related air pollution and the composition of the gut microbiota in overweight and obese adolescents. Environ Res. 2018;161:472–478. doi: 10.1016/j.envres.2017.11.046. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.McCall LI, Callewaert C, Zhu Q, Song SJ, Bouslimani A, Minich JJ, Ernst M, Ruiz-Calderon JF, Cavallin H, Pereira HS, et al. Home chemical and microbial transitions across urbanization. Nature Microbiol. 2020;5(1):108–115. doi: 10.1038/s41564-019-0593-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.David LA, Maurice CF, Carmody RN, Gootenberg DB, Button JE, Wolfe BE, Ling AV, Devlin AS, Varma Y, Fischbach MA, et al. Diet rapidly and reproducibly alters the human gut microbiome. Nature. 2014;505(7484):559–563. doi: 10.1038/nature12820. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Dong TS, Guan M, Mayer EA, Stains J, Liu C, Vora P, Jacobs JP, Lagishetty V, Chang L, Barry RL, et al. Obesity is associated with a distinct brain-gut microbiome signature that connects prevotella and bacteroides to the brain’s reward center. Gut Microbes. 2022;14(1):2051999. doi: 10.1080/19490976.2022.2051999. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.O’Keefe SJD, Li JV, Lahti L, Ou J, Carbonero F, Mohammed K, Posma JM, Kinross J, Wahl E, Ruder E, et al. Fat, fibre and cancer risk in African Americans and rural Africans. Nat Commun. 2015;6(1):6342. doi: 10.1038/ncomms7342. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Turnbaugh PJ, Ridaura VK, Faith JJ, Rey FE, Knight R, Gordon JI. The effect of diet on the human gut microbiome: a metagenomic analysis in humanized gnotobiotic mice. Sci Transl Med. 2009;1(6):6ra14–6ra. doi: 10.1126/scitranslmed.3000322. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Koeth RA, Wang Z, Levison BS, Buffa JA, Org E, Sheehy BT, Britt EB, Fu X, Wu Y, Li L, et al. Intestinal microbiota metabolism of l-carnitine, a nutrient in red meat, promotes atherosclerosis. Nat Med. 2013;19(5):576–585. doi: 10.1038/nm.3145. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Ijssennagger N, Belzer C, Hooiveld GJ, Dekker J, van Mil SWC, Müller M, Kleerebezem M, van der Meer R. Gut microbiota facilitates dietary heme-induced epithelial hyperproliferation by opening the mucus barrier in colon. Proc Natl Acad Sci USA. 2015;112(32):10038–10043. doi: 10.1073/pnas.1507645112. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Chassaing B, Koren O, Goodrich JK, Poole AC, Srinivasan S, Ley RE, Gewirtz AT. Dietary emulsifiers impact the mouse gut microbiota promoting colitis and metabolic syndrome. Nature. 2015;519(7541):92–96. doi: 10.1038/nature14232. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Suez J, Cohen Y, Valdés-Mas R, Mor U, Dori-Bachash M, Federici S, Zmora N, Leshem A, Heinemann M, Linevsky R, et al. Personalized microbiome-driven effects of non-nutritive sweeteners on human glucose tolerance. Cell. 2022;185(18):3307–3328.e19. doi: 10.1016/j.cell.2022.07.016. [DOI] [PubMed] [Google Scholar]
- 32.Suez J, Korem T, Zeevi D, Zilberman-Schapira G, Thaiss CA, Maza O, Israeli D, Zmora N, Gilad S, Weinberger A, et al. Artificial sweeteners induce glucose intolerance by altering the gut microbiota. Nature. 2014;514(7521):181–186. doi: 10.1038/nature13793. [DOI] [PubMed] [Google Scholar]
- 33.Whisner CM, Maldonado J, Dente B, Krajmalnik-Brown R, Bruening M. Diet, physical activity and screen time but not body mass index are associated with the gut microbiome of a diverse cohort of college students living in university housing: a cross-sectional study. BMC Microbiol. 2018;18(1):210. doi: 10.1186/s12866-018-1362-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Fröhlich EE, Farzi A, Mayerhofer R, Reichmann F, Jačan A, Wagner B, Zinser E, Bordag N, Magnes C, Fröhlich E, et al. Cognitive impairment by antibiotic-induced gut dysbiosis: analysis of gut microbiota-brain communication. Brain Behav Immun. 2016;56:140–155. doi: 10.1016/j.bbi.2016.02.020. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Ozkul C, Ruiz VE, Battaglia T, Xu J, Roubaud-Baudron C, Cadwell K, Perez-Perez GI, Blaser MJ. A single early-in-life antibiotic course increases susceptibility to DSS-induced colitis. Genome Med. 2020;12(1):65. doi: 10.1186/s13073-020-00764-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Kim H, Sitarik AR, Woodcroft K, Johnson CC, Zoratti E. Birth mode, breastfeeding, pet exposure, and antibiotic use: associations with the gut microbiome and sensitization in Children. Curr Allergy Asthma Rep. 2019;19(4):22. doi: 10.1007/s11882-019-0851-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Fujimura KE, Sitarik AR, Havstad S, Lin DL, Levan S, Fadrosh D, Panzer AR, LaMere B, Rackaityte E, Lukacs NW, et al. Neonatal gut microbiota associates with childhood multisensitized atopy and T cell differentiation. Nat Med. 2016;22(10):1187–1191. doi: 10.1038/nm.4176. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Bäckhed F, Roswall J, Peng Y, Feng Q, Jia H, Kovatcheva-Datchary P, Li Y, Xia Y, Xie H, Zhong H, et al. Dynamics and stabilization of the human gut microbiome during the first year of life. Cell Host & Microbe. 2015;17(5):690–703. doi: 10.1016/j.chom.2015.04.004. [DOI] [PubMed] [Google Scholar]
- 39.Brito IL. The comings and goings of the healthy human gut microbiota. Cell Host & Microbe. 2021;29(7):1163–1164. doi: 10.1016/j.chom.2021.06.011. [DOI] [PubMed] [Google Scholar]
- 40.Hildebrand F, Gossmann TI, Frioux C, Özkurt E, Myers PN, Ferretti P, Kuhn M, Bahram M, Nielsen HB, Bork P, et al. Dispersal strategies shape persistence and evolution of human gut bacteria. Cell Host & Microbe. 2021;29(7):1167–76.e9. doi: 10.1016/j.chom.2021.05.008. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Garcia-Rio F, Miravitlles M, Soriano JB, Muñoz L, Duran-Tauleria E, Sánchez G, Sobradillo V, Ancochea J. Systemic inflammation in chronic obstructive pulmonary disease: a population-based study. Respir Res. 2010;11(1):1–15. doi: 10.1186/1465-9921-11-63. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Zaneveld JR, McMinds R, Vega Thurber R. Stress and stability: applying the Anna Karenina principle to animal microbiomes. Nature Microbiology. 2017;2(9):17121. doi: 10.1038/nmicrobiol.2017.121. [DOI] [PubMed] [Google Scholar]
- 43.Zuo T, Sun Y, Wan Y, Yeoh YK, Zhang F, Cheung CP, Chen N, Luo J, Wang W, Sung JJY, et al. Human-gut-DNA virome variations across geography, ethnicity, and urbanization. Cell Host & Microbe. 2020;28(5):741–51.e4. doi: 10.1016/j.chom.2020.08.005. [DOI] [PubMed] [Google Scholar]
- 44.Wild CP. Complementing the genome with an “exposome”: the outstanding challenge of environmental exposure measurement in molecular epidemiology. Cancer Epidemiol Biomarkers Prev. 2005;14(8):1847–1850. doi: 10.1158/1055-9965.EPI-05-0456. [DOI] [PubMed] [Google Scholar]
- 45.Wang S, Gao S, Li S, Feng K. Strategizing the relation between urbanization and air pollution: Empirical evidence from global countries. J Clean Prod. 2020;243:118615. doi: 10.1016/j.jclepro.2019.118615. [DOI] [Google Scholar]
- 46.Mark G. A systematic review of the relation between long-term exposure to ambient air pollution and chronic diseases. Rev Environ Health. 2008;23(4):243–298. doi: 10.1515/REVEH.2008.23.4.243. [DOI] [PubMed] [Google Scholar]
- 47.Moller W, Haussinger K, Winkler-Heil R, Stahlhofen W, Meyer T, Hofmann W, Heyder J. Mucociliary and long-term particle clearance in the airways of healthy nonsmoker subjects. J Appl Physiol. 2004;97(6):2200–2206. doi: 10.1152/japplphysiol.00970.2003. [DOI] [PubMed] [Google Scholar]
- 48.Price ND, Magis AT, Earls JC, Glusman G, Levy R, Lausted C, McDonald DT, Kusebauch U, Moss CL, Zhou Y, et al. A wellness study of 108 individuals using personal, dense, dynamic data clouds. Nat Biotechnol. 2017;35(8):747–756. doi: 10.1038/nbt.3870. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Urpi-Sarda M, Almanza-Aguilera E, Llorach R, Vázquez-Fresno R, Estruch R, Corella D, Sorli JV, Carmona F, Sanchez-Pla A, Salas-Salvadó J, et al. Non-targeted metabolomic biomarkers and metabotypes of type 2 diabetes: a cross-sectional study of PREDIMED trial participants. Diabetes Metab. 2019;45(2):167–174. doi: 10.1016/j.diabet.2018.02.006. [DOI] [PubMed] [Google Scholar]
- 50.Hufnagl K, Pali-Schöll I, Roth-Walter F, Jensen-Jarolim E. Dysbiosis of the gut and lung microbiome has a role in asthma. Semin Immunopathol. 2020;42(1):75–93. doi: 10.1007/s00281-019-00775-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.McCauley KE, Flynn K, Calatroni A, DiMassa V, LaMere B, Fadrosh DW, Lynch KV, Gill MA, Pongracic JA, Khurana Hershey GK, et al. Seasonal airway microbiome and transcriptome interactions promote childhood asthma exacerbations. J Allergy Clin Immunol. 2022;150(1):204–213. doi: 10.1016/j.jaci.2022.01.020. [DOI] [PubMed] [Google Scholar]
- 52.Ruiz-Calderon JF, Cavallin H, Song SJ, Novoselac A, Pericchi LR, Hernandez JN, Rios R, Branch OH, Pereira H, Paulino LC, et al. Walls talk: microbial biogeography of homes spanning urbanization. Sci Adv. 2016;2(2):e1501061. doi: 10.1126/sciadv.1501061. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Roediger WEW, Moore J, Babidge W. Colonic sulfide in pathogenesis and treatment of ulcerative colitis. Dig Dis Sci. 1997;42(8):1571–1579. doi: 10.1023/A:1018851723920. [DOI] [PubMed] [Google Scholar]
- 54.Wang Z, Klipfell E, Bennett BJ, Koeth R, Levison BS, DuGar B, Feldstein AE, Britt EB, Fu X, Chung YM, et al. Gut flora metabolism of phosphatidylcholine promotes cardiovascular disease. Nature. 2011;472(7341):57–63. doi: 10.1038/nature09922. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Schnell A, Littman DR, Kuchroo VK. TH17 cell heterogeneity and its role in tissue inflammation. Nat Immunol. 2023;24(1):19–29. doi: 10.1038/s41590-022-01387-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56.Roda G, Chien Ng S, Kotze PG, Argollo M, Panaccione R, Spinelli A, Kaser A, Peyrin-Biroulet L, Danese S. Crohn’s disease. Nat Rev Dis Primers. 2020;6(1):22. doi: 10.1038/s41572-020-0156-2. [DOI] [PubMed] [Google Scholar]
- 57.Correale J, Hohlfeld R, Baranzini SE. The role of the gut microbiota in multiple sclerosis. Nat Rev Neurol. 2022;18(9):544–558. doi: 10.1038/s41582-022-00697-8. [DOI] [PubMed] [Google Scholar]
- 58.Dong-Chen X, Yong C, Yang X, Chen-Yu S, Li-Hua P. Signaling pathways in Parkinson’s disease: molecular mechanisms and therapeutic interventions. Sig Transduct Target Ther. 2023;8(1):73. doi: 10.1038/s41392-023-01353-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59.Kelly CJ, Zheng L, Campbell EL, Saeedi B, Scholz CC, Bayless AJ, Wilson K, Glover L, Kominsky D, Magnuson A, et al. Crosstalk between microbiota-derived short-chain fatty acids and intestinal epithelial HIF augments tissue barrier function. Cell Host & Microbe. 2015;17(5):662–671. doi: 10.1016/j.chom.2015.03.005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Han ND, Cheng J, Delannoy-Bruno O, Webber D, Terrapon N, Henrissat B, Rodionov DA, Arzamasov AA, Osterman AL, Hayashi DK, et al. Microbial liberation of N-methylserotonin from orange fiber in gnotobiotic mice and humans. Cell. 2022;185(14):2495–509.e11. doi: 10.1016/j.cell.2022.06.004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61.Birchenough G, Schroeder BO, Bäckhed F, Hansson GC. Dietary destabilisation of the balance between the microbiota and the colonic mucus barrier. Gut Microbes. 2019;10(2):246–250. doi: 10.1080/19490976.2018.1513765. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 62.Miyauchi E, Shimokawa C, Steimle A, Desai MS, Ohno H. The impact of the gut microbiome on extra-intestinal autoimmune diseases. Nat Rev Immunol. 2023;23(1):9–23. doi: 10.1038/s41577-022-00727-y. [DOI] [PubMed] [Google Scholar]
- 63.Canfora EE, Jocken JW, Blaak EE. Short-chain fatty acids in control of body weight and insulin sensitivity. Nat Rev Endocrinol. 2015;11(10):577–591. doi: 10.1038/nrendo.2015.128. [DOI] [PubMed] [Google Scholar]
- 64.Howard AG, Attard SM, Herring AH, Wang H, Du S, Gordon-Larsen P. Socioeconomic gradients in the Westernization of diet in China over 20 years. SSM - Popul Health. 2021;16:100943. doi: 10.1016/j.ssmph.2021.100943. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 65.Azzam A. Is the world converging to a ‘Western diet’? Public Health Nutr. 2021;24(2):309–317. doi: 10.1017/S136898002000350X. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 66.Levy M, Thaiss Christoph A, Zeevi D, Dohnalová L, Zilberman-Schapira G, Mahdi Jemal A, David E, Savidor A, Korem T, Herzig Y, et al. Microbiota-modulated metabolites shape the intestinal microenvironment by regulating NLRP6 inflammasome signaling. Cell. 2015;163(6):1428–1443. doi: 10.1016/j.cell.2015.10.048. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 67.Halfvarson J, Brislawn CJ, Lamendella R, Vázquez-Baeza Y, Walters WA, Bramer LM, D’Amato M, Bonfiglio F, McDonald D, Gonzalez A, et al. Dynamics of the human gut microbiome in inflammatory bowel disease. Nature Microbiol. 2017;2(5):17004. doi: 10.1038/nmicrobiol.2017.4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 68.Sonnenburg ED, Smits SA, Tikhonov M, Higginbottom SK, Wingreen NS, Sonnenburg JL. Diet-induced extinctions in the gut microbiota compound over generations. Nature. 2016;529(7585):212–215. doi: 10.1038/nature16504. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 69.Desai MS, Seekatz AM, Koropatkin NM, Kamada N, Hickey CA, Wolter M, Pudlo NA, Kitamoto S, Terrapon N, Muller A, et al. A dietary fiber-deprived gut microbiota degrades the colonic mucus barrier and enhances pathogen susceptibility. Cell. 2016;167(5):1339–53.e21. doi: 10.1016/j.cell.2016.10.043. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 70.Plovier H, Everard A, Druart C, Depommier C, Van Hul M, Geurts L, Chilloux J, Ottman N, Duparc T, Lichtenstein L, et al. A purified membrane protein from akkermansia muciniphila or the pasteurized bacterium improves metabolism in obese and diabetic mice. Nat Med. 2017;23(1):107–113. doi: 10.1038/nm.4236. [DOI] [PubMed] [Google Scholar]
- 71.Wang L, Tang L, Feng Y, Zhao S, Han M, Zhang C, Yuan G, Zhu J, Cao S, Wu Q, et al. A purified membrane protein from akkermansia muciniphila or the pasteurised bacterium blunts colitis associated tumourigenesis by modulation of CD8+ T cells in mice. Gut. 2020;69(11):1988–1997. doi: 10.1136/gutjnl-2019-320105. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 72.Jiang Y, Xu Y, Zheng C, Ye L, Jiang P, Malik S, Xu G, Zhou Q, Zhang M. Acetyltransferase from akkermansia muciniphila blunts colorectal tumourigenesis by reprogramming tumour microenvironment. Gut. 2023;72(7):1308–1318. doi: 10.1136/gutjnl-2022-327853. [DOI] [PubMed] [Google Scholar]
- 73.Zinöcker MK, Lindseth IA. The Western diet–microbiome-host interaction and its role in metabolic disease. Nutrients. 2018;10(3):365. doi: 10.3390/nu10030365. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 74.Christ A, Lauterbach M, Latz E. Western diet and the immune system: an inflammatory connection. Immun. 2019;51(5):794–811. doi: 10.1016/j.immuni.2019.09.020. [DOI] [PubMed] [Google Scholar]
- 75.Trompette A, Gollwitzer ES, Yadava K, Sichelstiel AK, Sprenger N, Ngom-Bru C, Blanchard C, Junt T, Nicod LP, Harris NL, et al. Gut microbiota metabolism of dietary fiber influences allergic airway disease and hematopoiesis. Nat Med. 2014;20(2):159–166. doi: 10.1038/nm.3444. [DOI] [PubMed] [Google Scholar]
- 76.López-Taboada I, González-Pardo H, Conejo NM. Western diet: implications for brain function and behavior. Front Psychol. 2020;11:564413. doi: 10.3389/fpsyg.2020.564413. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 77.Wong SH, Yu J. Gut microbiota in colorectal cancer: mechanisms of action and clinical applications. Nat Rev Gastroenterol Hepatol. 2019;16(11):690–704. doi: 10.1038/s41575-019-0209-8. [DOI] [PubMed] [Google Scholar]
- 78.Shabanzadeh DM, Sørensen LT, Jørgensen T. Association between screen-detected gallstone disease and cancer in a cohort study. Gastroenterol. 2017;152(8):1965–74. e1. doi: 10.1053/j.gastro.2017.02.013. [DOI] [PubMed] [Google Scholar]
- 79.Bancil AS, Sandall AM, Rossi M, Chassaing B, Lindsay JO, Whelan K. Food additive emulsifiers and their impact on gut microbiome, permeability, and inflammation: mechanistic insights in inflammatory bowel disease. J Crohn’s And Colitis. 2020;15:1068–1079. doi: 10.1093/ecco-jcc/jjaa254. [DOI] [PubMed] [Google Scholar]
- 80.Song M, Garrett WS, Chan AT. Nutrients, foods, and colorectal cancer prevention. Gastroenterol. 2015;148(6):1244–60.e16. doi: 10.1053/j.gastro.2014.12.035. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 81.Tuganbaev T, Mor U, Bashiardes S, Liwinski T, Nobs SP, Leshem A, Dori-Bachash M, Thaiss CA, Pinker EY, Ratiner K, et al. Diet diurnally regulates small intestinal microbiome-epithelial-immune homeostasis and enteritis. Cell. 2020;182(6):1441–59.e21. doi: 10.1016/j.cell.2020.08.027. [DOI] [PubMed] [Google Scholar]
- 82.Brooks JF, Behrendt CL, Ruhn KA, Lee S, Raj P, Takahashi JS, Hooper LV. The microbiota coordinates diurnal rhythms in innate immunity with the circadian clock. Cell. 2021;184(16):4154–67.e12. doi: 10.1016/j.cell.2021.07.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 83.Allen JM, Mailing LJ, Niemiro GM, Moore R, Cook MD, White BA, Holscher HD, Woods JA. Exercise alters gut microbiota composition and function in lean and obese humans. Med Sci Sports Exer. 2018;50(4):747–757. doi: 10.1249/MSS.0000000000001495. [DOI] [PubMed] [Google Scholar]
- 84.Cerdá B, Pérez M, Pérez-Santiago JD, Tornero-Aguilera JF, González-Soltero R, Larrosa M. Gut microbiota modification: another piece in the puzzle of the benefits of physical exercise in health? Front Physiol. 2016;7:51. doi: 10.3389/fphys.2016.00051. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 85.Mosites E, Sammons M, Otiang E, Eng A, Noecker C, Manor O, Hilton S, Thumbi SM, Onyango C, Garland-Lewis G, et al. Microbiome sharing between children, livestock and household surfaces in western Kenya. PLoS One. 2017;12(2):e0171017. doi: 10.1371/journal.pone.0171017. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 86.Valles-Colomer M, Bacigalupe R, Vieira-Silva S, Suzuki S, Darzi Y, Tito RY, Yamada T, Segata N, Raes J, Falony G. Variation and transmission of the human gut microbiota across multiple familial generations. Nature Microbiol. 2022;7(1):87–96. doi: 10.1038/s41564-021-01021-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 87.Aguilera P, Mascardi MF, Belforte FS, Rosso AD, Quesada S, Llovet I, Iraola G, Trinks J, Penas-Steinhardt A. A two-time point analysis of gut microbiota in the general population of buenos aires and its variation due to preventive and compulsory social isolation during the COVID-19 pandemic. Front Microbiol. 2022;13:803121. doi: 10.3389/fmicb.2022.803121. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 88.Lopizzo N, Marizzoni M, Begni V, Mazzelli M, Provasi S, Borruso L, Riva MA, Cattaneo A.. Social isolation in adolescence and long-term changes in the gut microbiota composition and in the hippocampal inflammation: implications for psychiatric disorders – dirk hellhammer award paper 2021. Psychoneuroendocrinol. 2021;133:105416. doi: 10.1016/j.psyneuen.2021.105416. [DOI] [PubMed] [Google Scholar]
- 89.Kormos D, Lin K, Pruden A, Marr L. Critical review of antibiotic resistance genes in the atmosphere. Environ Sci: Processes Impact. 2022;24(6):870–883. doi: 10.1039/D2EM00091A. [DOI] [PubMed] [Google Scholar]
- 90.Murray CJL, Ikuta KS, Sharara F, Swetschinski L, Robles Aguilar G, Gray A, Han C, Bisignano C, Rao P, Wool E, et al. Global burden of bacterial antimicrobial resistance in 2019: a systematic analysis. Lancet. 2022;399(10325):629–655. doi: 10.1016/S0140-6736(21)02724-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 91.Woolcock JB. Microbiology of animals and animal products. New York: Elsevier Science Publishing Company Inc; 1991. [Google Scholar]
- 92.Thuny F, Richet H, Casalta JP, Angelakis E, Habib G, Raoult D, Bereswill S. Vancomycin treatment of infective endocarditis is linked with recently acquired obesity. PLoS One. 2010;5(2):e9074. doi: 10.1371/journal.pone.0009074. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 93.Mikkelsen KH, Knop FK, Frost M, Hallas J, Pottegård A. Use of antibiotics and risk of type 2 diabetes: a population-based case-control study. J Clin Endocr Metab. 2015;100(10):3633–3640. doi: 10.1210/jc.2015-2696. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 94.Gasparrini AJ, Wang B, Sun X, Kennedy EA, Hernandez-Leyva A, Ndao IM, Tarr PI, Warner BB, Dantas G. Persistent metagenomic signatures of early-life hospitalization and antibiotic treatment in the infant gut microbiota and resistome. Nature Microbiol. 2019;4(12):2285–2297. doi: 10.1038/s41564-019-0550-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 95.Zuo T, Kamm MA, Colombel JF, Ng SC. Urbanization and the gut microbiota in health and inflammatory bowel disease. Nat Rev Gastroenterol Hepatol. 2018;15(7):440–452. doi: 10.1038/s41575-018-0003-z. [DOI] [PubMed] [Google Scholar]
- 96.Raymond F, Déraspe M, Boissinot M, Bergeron MG, Corbeil J. Partial recovery of microbiomes after antibiotic treatment. Gut Microbes. 2016;7(5):428–434. doi: 10.1080/19490976.2016.1216747. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 97.Maier L, Pruteanu M, Kuhn M, Zeller G, Telzerow A, Anderson EE, Brochado AR, Fernandez KC, Dose H, Mori H, et al. Extensive impact of non-antibiotic drugs on human gut bacteria. Nature. 2018;555(7698):623–628. doi: 10.1038/nature25979. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 98.Gensollen T, Iyer SS, Kasper DL, Blumberg RS. How colonization by microbiota in early life shapes the immune system. Sci. 2016;352(6285):539–544. doi: 10.1126/science.aad9378. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 99.Bauer H, Horowitz RE, Levenson SM, Popper H. The response of the lymphatic tissue to the microbial flora. studies on germfree mice. Am J Pathol. 1963;42:471. [PMC free article] [PubMed] [Google Scholar]
- 100.El Aidy S, Hooiveld G, Tremaroli V, Bäckhed F, Kleerebezem M. The gut microbiota and mucosal homeostasis: colonized at birth or at adulthood, does it matter? Gut Microbes. 2013;4(2):118–124. doi: 10.4161/gmic.23362. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 101.Sbihi H, Boutin RC, Cutler C, Suen M, Finlay BB, Turvey SE. Thinking bigger: How early‐life environmental exposures shape the gut microbiome and influence the development of asthma and allergic disease. Allergy. 2019;74(11):2103–2115. doi: 10.1111/all.13812. [DOI] [PubMed] [Google Scholar]
- 102.Renz H, Skevaki C. Early life microbial exposures and allergy risks: opportunities for prevention. Nat Rev Immunol. 2021;21(3):177–191. doi: 10.1038/s41577-020-00420-y. [DOI] [PubMed] [Google Scholar]
- 103.Norris JM, Johnson RK, Stene LC. Type 1 diabetes—early life origins and changing epidemiology. Lancet Diabetes Endocrinol. 2020;8(3):226–238. doi: 10.1016/S2213-8587(19)30412-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 104.Gupta A, Osadchiy V, Mayer EA. Brain–gut–microbiome interactions in obesity and food addiction. Nat Rev Gastroenterol Hepatol. 2020;17(11):655–672. doi: 10.1038/s41575-020-0341-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 105.Kim H, Sitarik AR, Woodcroft K, Johnson CC, Zoratti E. Birth mode, breastfeeding, pet exposure, and antibiotic use: associations with the gut microbiome and sensitization in children. Curr Allergy Asthma Rep. 2019;19(4):1–9. doi: 10.1007/s11882-019-0851-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 106.Wallenborn JT, Vonaesch P. Intestinal microbiota research from a global perspective. Gastroenterol Rep. 2022;10:goac010. doi: 10.1093/gastro/goac010. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 107.Fesseha N, Getachew A, Hiluf M, Gebrehiwot Y, Bailey P. A national review of cesarean delivery in Ethiopia. Int J Gynecol Obstet. 2011;115(1):106–111. doi: 10.1016/j.ijgo.2011.07.011. [DOI] [PubMed] [Google Scholar]
- 108.H-T L, Hellerstein S, Zhou YB, Liu JM, Blustein J. Trends in cesarean delivery rates in China, 2008-2018. JAMA. 2020;323(1):89–91. doi: 10.1001/jama.2019.17595. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 109.Gibbons L, Belizán JM, Lauer JA, Betrán AP, Merialdi M, Althabe F. The global numbers and costs of additionally needed and unnecessary caesarean sections performed per year: overuse as a barrier to universal coverage. World Health Rep. 2010;30:1–31. [Google Scholar]
- 110.Ferrante G, La Grutta S. The burden of pediatric asthma. Front Pediatr. 2018;6:186. doi: 10.3389/fped.2018.00186. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 111.Cardwell CR, Stene LC, Joner G, Cinek O, Svensson J, Goldacre MJ, Parslow RC, Pozzilli P, Brigis G, Stoyanov D, et al. Caesarean section is associated with an increased risk of childhood-onset type 1 diabetes mellitus: a meta-analysis of observational studies. Diabetologia. 2008;51(5):726–735. doi: 10.1007/s00125-008-0941-z. [DOI] [PubMed] [Google Scholar]
- 112.Knip M, Siljander H. The role of the intestinal microbiota in type 1 diabetes mellitus. Nat Rev Endocrinol. 2016;12(3):154–167. doi: 10.1038/nrendo.2015.218. [DOI] [PubMed] [Google Scholar]
- 113.Pannaraj PS, Li F, Cerini C, Bender JM, Yang S, Rollie A, Adisetiyo H, Zabih S, Lincez PJ, Bittinger K, et al. Association between breast milk bacterial communities and establishment and development of the infant gut microbiome. JAMA Pediatr. 2017;171(7):647–654. doi: 10.1001/jamapediatrics.2017.0378. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 114.Bode L. Human milk oligosaccharides: structure and functions. Milk, Mucosal Immun Microbiome: Impact Neonate. 2020;94:115–123. [DOI] [PubMed] [Google Scholar]
- 115.Hasan A, Smith G, Selim MA, Akter S, Khan NUZ, Sharmin T, Rasheed S. Work and breast milk feeding: a qualitative exploration of the experience of lactating mothers working in ready made garments factories in urban Bangladesh. Int Breastfeed J. 2020;15(1):1–11. doi: 10.1186/s13006-020-00338-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 116.Tun HM, Bridgman SL, Chari R, Field CJ, Guttman DS, Becker AB, Mandhane PJ, Turvey SE, Subbarao P, Sears MR, et al. Roles of birth mode and infant gut microbiota in intergenerational transmission of overweight and obesity from mother to offspring. JAMA Pediatr. 2018;172(4):368–377. doi: 10.1001/jamapediatrics.2017.5535. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 117.Collado MC, Laitinen K, Salminen S, Isolauri E. Maternal weight and excessive weight gain during pregnancy modify the immunomodulatory potential of breast milk. Pediatr Res. 2012;72(1):77–85. doi: 10.1038/pr.2012.42. [DOI] [PubMed] [Google Scholar]
- 118.Collado MC, Isolauri E, Laitinen K, Salminen S. Effect of mother’s weight on infant’s microbiota acquisition, composition, and activity during early infancy: a prospective follow-up study initiated in early pregnancy. Am J Clin Nutr. 2010;92(5):1023–1030. doi: 10.3945/ajcn.2010.29877. [DOI] [PubMed] [Google Scholar]
- 119.Lam S, Bai X, Shkoporov AN, Park H, Wu X, Lan P, Zuo T.. Roles of the gut virome and mycobiome in faecal microbiota transplantation. Lancet Gastroenterol Hepatol. 2022. doi: 10.1016/S2468-1253(21)00303-4. [DOI] [PubMed] [Google Scholar]
- 120.Mullish BH, Tohumcu E, Porcari S, Fiorani M, Di Tommaso N, Gasbarrini A, Cammarota G, Ponziani FR, Ianiro G.. The role of faecal microbiota transplantation in chronic noncommunicable disorders. J Autoimmun. 2023:103034. doi: 10.1016/j.jaut.2023.103034. [DOI] [PubMed] [Google Scholar]
- 121.Baunwall SMD, Lee MM, Eriksen MK, Mullish BH, Marchesi JR, Dahlerup JF, Hvas CL.. Faecal microbiota transplantation for recurrent clostridioides difficile infection: an updated systematic review and meta-analysis. EClinicalMed. 2020;29-30:100642. doi: 10.1016/j.eclinm.2020.100642. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 122.El Hage Chehade N, Ghoneim S, Shah S, Chahine A, Mourad FH, Francis FF, Binion DG, Farraye FA, Hashash JG. Efficacy of fecal microbiota transplantation in the treatment of active ulcerative colitis: a systematic review and meta-analysis of double-blind randomized controlled trials. Inflamm Bowel Dis. 2022;29(5):808–817. doi: 10.1093/ibd/izac135. [DOI] [PubMed] [Google Scholar]
- 123.Huang C, Huang Z, Ding L, Fu Y, Fan J, Mei Q, Lou L, Wang J, Yin N, Lu Y, et al. Fecal microbiota transplantation versus glucocorticoids for the induction of remission in mild to moderate ulcerative colitis. J Transl Med. 2022;20(1):354. doi: 10.1186/s12967-022-03569-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 124.Cheng F, Huang Z, Wei W, Li Z. Fecal microbiota transplantation for Crohn’s disease: a systematic review and meta-analysis. Tech Coloproctol. 2021;25(5):495–504. doi: 10.1007/s10151-020-02395-3. [DOI] [PubMed] [Google Scholar]
- 125.Li Q, Ding X, Liu Y, Marcella C, Dai M, Zhang T, Bai J, Xiang L, Wen Q, Cui B, et al. Fecal microbiota transplantation is a promising switch therapy for patients with prior failure of infliximab in Crohn’s disease. Front Pharmacol. 2021;12:12. doi: 10.3389/fphar.2021.658087. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 126.Kootte RS, Levin E, Salojärvi J, Smits LP, Hartstra AV, Udayappan SD, Hermes G, Bouter KE, Koopen AM, Holst JJ, et al. Improvement of insulin sensitivity after lean donor feces in metabolic syndrome is driven by baseline intestinal microbiota composition. Cell Metab. 2017;26(4):611–9. e6. doi: 10.1016/j.cmet.2017.09.008. [DOI] [PubMed] [Google Scholar]
- 127.Smits LP, Kootte RS, Levin E, Prodan A, Fuentes S, Zoetendal EG, Wang Z, Levison BS, Cleophas MCP, Kemper EM, et al. Effect of vegan fecal microbiota transplantation on carnitine‐and choline‐derived trimethylamine‐N‐oxide production and vascular inflammation in patients with metabolic syndrome. J Am Heart Assoc. 2018;7(7):e008342. doi: 10.1161/JAHA.117.008342. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 128.Routy B, Le Chatelier E, Derosa L, Duong CPM, Alou MT, Daillère R, Fluckiger A, Messaoudene M, Rauber C, Roberti MP, et al. Gut microbiome influences efficacy of PD-1–based immunotherapy against epithelial tumors. Sci. 2018;359(6371):91–97. doi: 10.1126/science.aan3706. [DOI] [PubMed] [Google Scholar]
- 129.Sun MF, Zhu YL, Zhou ZL, Jia XB, Xu YD, Yang Q, Cui C, Shen YQ. Neuroprotective effects of fecal microbiota transplantation on MPTP-induced Parkinson’s disease mice: Gut microbiota, glial reaction and TLR4/TNF-α signaling pathway. Brain Behav Immun. 2018;70:48–60. doi: 10.1016/j.bbi.2018.02.005. [DOI] [PubMed] [Google Scholar]
- 130.Paramsothy S, Paramsothy R, Rubin DT, Kamm MA, Kaakoush NO, Mitchell HM, Castaño-Rodríguez N.. Faecal microbiota transplantation for inflammatory bowel disease: a systematic review and meta-analysis. J Crohn’s And Colitis. 2017;11:1180–1199. doi: 10.1093/ecco-jcc/jjx063. [DOI] [PubMed] [Google Scholar]
- 131.Zuo T, Wong SH, Lam K, Lui R, Cheung K, Tang W, Ching JYL, Chan PKS, Chan MCW, Wu JCY, et al. Bacteriophage transfer during faecal microbiota transplantation in Clostridium difficile infection is associated with treatment outcome. Gut. 2018;67(4):634–643. doi: 10.1136/gutjnl-2017-313952. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 132.Zuo T, Wong SH, Cheung CP, Lam K, Lui R, Cheung K, Zhang F, Tang W, Ching JYL, Wu JCY, et al. Gut fungal dysbiosis correlates with reduced efficacy of fecal microbiota transplantation in Clostridium difficile infection. Nat Commun. 2018;9(1):3663. doi: 10.1038/s41467-018-06103-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 133.Carvalho T. First oral fecal microbiota transplant therapy approved. Nat Med. 2023;29(7):1581–1582. doi: 10.1038/d41591-023-00046-2. [DOI] [PubMed] [Google Scholar]
- 134.Henn MR, O’Brien EJ, Diao L, Feagan BG, Sandborn WJ, Huttenhower C, Wortman JR, McGovern BH, Wang-Weigand S, Lichter DI, et al. A phase 1b safety study of SER-287, a spore-based microbiome therapeutic, for active mild to moderate ulcerative colitis. Gastroenterol. 2021;160(1):115–27.e30. doi: 10.1053/j.gastro.2020.07.048. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 135.Yuan W, Lu W, Wang H, Wu W, Zhou Q, Chen Y, Lee YK, Zhao J, Zhang H, Chen W, et al. A multiphase dietetic protocol incorporating an improved ketogenic diet enhances weight loss and alters the gut microbiome of obese people. Int J Food Sci Nutr. 2022;73(2):238–250. doi: 10.1080/09637486.2021.1960957. [DOI] [PubMed] [Google Scholar]
- 136.Serra-Majem L, Román-Viñas B, Sanchez-Villegas A, Guasch-Ferré M, Corella D, La Vecchia C. Benefits of the Mediterranean diet: epidemiological and molecular aspects. Mol Aspects Med. 2019;67:1–55. doi: 10.1016/j.mam.2019.06.001. [DOI] [PubMed] [Google Scholar]
- 137.Wastyk HC, Fragiadakis GK, Perelman D, Dahan D, Merrill BD, Yu FB, Topf M, Gonzalez CG, Van Treuren W, Han S, et al. Gut-microbiota-targeted diets modulate human immune status. Cell. 2021;184(16):4137–53.e14. doi: 10.1016/j.cell.2021.06.019. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 138.Garcia-Mantrana I, Selma-Royo M, Alcantara C, Collado MC. Shifts on gut microbiota associated to Mediterranean diet adherence and specific dietary intakes on general adult population. Front Microbiol. 2018;9. doi: 10.3389/fmicb.2018.00890. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 139.Gutierrez-Diaz I, Fernandez-Navarro T, Salazar N, Bartolome B, Moreno-Arribas MV, de Andres-Galiana EJ, Fernández-Martínez JL, de Los Reyes-Gavilán CG, Gueimonde M, González S, et al. Adherence to a Mediterranean diet influences the fecal metabolic profile of microbial-derived phenolics in a Spanish cohort of middle-age and older people. J Agric Food Chem. 2017;65(3):586–595. doi: 10.1021/acs.jafc.6b04408. [DOI] [PubMed] [Google Scholar]
- 140.Seethaler B, Nguyen NK, Basrai M, Kiechle M, Walter J, Delzenne NM, Bischoff SC. Short-chain fatty acids are key mediators of the favorable effects of the Mediterranean diet on intestinal barrier integrity: data from the randomized controlled LIBRE trial. Am J Clin Nutr. 2022;116(4):928–942. doi: 10.1093/ajcn/nqac175. [DOI] [PubMed] [Google Scholar]
- 141.Coppola G, D’Aniello A, Messana T, Di Pasquale F, della Corte R, Pascotto A, Verrotti A. Low glycemic index diet in children and young adults with refractory epilepsy: First Italian experience. Seizure. 2011;20(7):526–528. doi: 10.1016/j.seizure.2011.03.008. [DOI] [PubMed] [Google Scholar]
- 142.Kong C, Yan X, Liu Y, Huang L, Zhu Y, He J, Gao R, Kalady MF, Goel A, Qin H, et al. Ketogenic diet alleviates colitis by reduction of colonic group 3 innate lymphoid cells through altering gut microbiome. Sig Transduct Target Ther. 2021;6(1):154. doi: 10.1038/s41392-021-00549-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 143.Römer M, Dörfler J, Huebner J. The use of ketogenic diets in cancer patients: a systematic review. Clin Exp Med. 2021;21(4):501–536. doi: 10.1007/s10238-021-00710-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 144.Rawat K, Singh N, Kumari P, Saha L. A review on preventive role of ketogenic diet (KD) in CNS disorders from the gut microbiota perspective. Rev Neurosci. 2021;32(2):143–157. doi: 10.1515/revneuro-2020-0078. [DOI] [PubMed] [Google Scholar]
- 145.Gano LB, Patel M, Rho JM. Ketogenic diets, mitochondria, and neurological diseases. J Lipid Res. 2014;55(11):2211–2228. doi: 10.1194/jlr.R048975. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 146.Sun Y, Zuo T, Cheung CP, Gu W, Wan Y, Zhang F, Chen N, Zhan H, Yeoh YK, Niu J, et al. Population-level configurations of gut mycobiome across 6 ethnicities in urban and rural China. Gastroenterol. 2021;160(1):272–86.e11. doi: 10.1053/j.gastro.2020.09.014. [DOI] [PubMed] [Google Scholar]
- 147.Patel P, Butani K, Kumar A, Singh S, Prajapati BG. Effects of fermented food consumption on non-communicable diseases. Foods. 2023;12(4):687. doi: 10.3390/foods12040687. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 148.Li G, Xie C, Lu S, Nichols RG, Tian Y, Li L, Patel D, Ma Y, Brocker CN, Yan T, et al. Intermittent fasting promotes white adipose browning and decreases obesity by shaping the gut microbiota. Cell Metab. 2017;26(4):672–85.e4. doi: 10.1016/j.cmet.2017.08.019. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 149.Rangan P, Choi I, Wei M, Navarrete G, Guen E, Brandhorst S, Enyati N, Pasia G, Maesincee D, Ocon V, et al. Fasting-mimicking diet modulates microbiota and promotes intestinal regeneration to reduce inflammatory bowel disease pathology. Cell Rep. 2019;26(10):2704–19.e6. doi: 10.1016/j.celrep.2019.02.019. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 150.Cignarella F, Cantoni C, Ghezzi L, Salter A, Dorsett Y, Chen L, Phillips D, Weinstock GM, Fontana L, Cross AH, et al. Intermittent fasting confers protection in CNS autoimmunity by altering the gut microbiota. Cell Metab. 2018;27(6):1222–35.e6. doi: 10.1016/j.cmet.2018.05.006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 151.Hemarajata P, Versalovic J. Effects of probiotics on gut microbiota: mechanisms of intestinal immunomodulation and neuromodulation. Therap Adv Gastroenterol. 2013;6(1):39–51. doi: 10.1177/1756283X12459294. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 152.O’Shea EF, Cotter PD, Stanton C, Ross RP, Hill C. Production of bioactive substances by intestinal bacteria as a basis for explaining probiotic mechanisms: bacteriocins and conjugated linoleic acid. Int J Food Microbiol. 2012;152(3):189–205. doi: 10.1016/j.ijfoodmicro.2011.05.025. [DOI] [PubMed] [Google Scholar]
- 153.Liu Q, Yu Z, Tian F, Zhao J, Zhang H, Zhai Q, Chen W. Surface components and metabolites of probiotics for regulation of intestinal epithelial barrier. Microb Cell Fact. 2020;19(1):23. doi: 10.1186/s12934-020-1289-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 154.Smits HH, Engering A, van der Kleij D, de Jong EC, Schipper K, van Capel TM, Zaat BAJ, Yazdanbakhsh M, Wierenga EA, van Kooyk Y, et al. Selective probiotic bacteria induce IL-10–producing regulatory T cells in vitro by modulating dendritic cell function through dendritic cell–specific intercellular adhesion molecule 3–grabbing nonintegrin. J Allergy Clin Immunol. 2005;115(6):1260–1267. doi: 10.1016/j.jaci.2005.03.036. [DOI] [PubMed] [Google Scholar]
- 155.Barrett R, Kuzawa CW, McDade T, Armelagos GJ. Emerging and re-emerging infectious diseases: the third epidemiologic transition. Annu Rev Anthropol. 1998;27(1):247–271. doi: 10.1146/annurev.anthro.27.1.247. [DOI] [Google Scholar]
- 156.Darb Emamie A, Rajabpour M, Ghanavati R, Asadolahi P, Farzi S, Sobouti B, Darbandi A. The effects of probiotics, prebiotics and synbiotics on the reduction of IBD complications, a periodic review during 2009–2020. J Appl Microbiol. 2021;130(6):1823–1838. doi: 10.1111/jam.14907. [DOI] [PubMed] [Google Scholar]
- 157.Ganji‐Arjenaki M, Rafieian‐Kopaei M. Probiotics are a good choice in remission of inflammatory bowel diseases: a meta analysis and systematic review. J Cell Physiol. 2018;233(3):2091–2103. doi: 10.1002/jcp.25911. [DOI] [PubMed] [Google Scholar]
- 158.Everard A, Matamoros S, Geurts L, Delzenne NM, Cani PD, Blaser MJ. Saccharomyces boulardii administration changes gut microbiota and reduces hepatic steatosis, low-grade inflammation, and fat mass in obese and type 2 diabetic db/db mice. MBio. 2014;5(3):e01011–14. doi: 10.1128/mBio.01011-14. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 159.Parada Venegas D, Dela Fuente MK, Landskron G, González MJ, Quera R, Dijkstra G, Harmsen HJM, Faber KN, Hermoso MA. Short chain fatty acids (SCFAs)-mediated gut epithelial and immune regulation and its relevance for inflammatory bowel diseases. Front Immunol. 2019;10:277. doi: 10.3389/fimmu.2019.00277. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 160.Ji J, Shu D, Zheng M, Wang J, Luo C, Wang Y, Guo F, Zou X, Lv X, Li Y, et al. Microbial metabolite butyrate facilitates M2 macrophage polarization and function. Sci Rep. 2016;6(1):1–10. doi: 10.1038/srep24838. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 161.Nishina PM, Freedland RA. Effects of propionate on lipid biosynthesis in isolated rat hepatocytes. J Nutr. 1990;120(7):668–673. doi: 10.1093/jn/120.7.668. [DOI] [PubMed] [Google Scholar]
- 162.Hitch TCA, Hall LJ, Walsh SK, Leventhal GE, Slack E, de Wouters T, Walter J, Clavel T. Microbiome-based interventions to modulate gut ecology and the immune system. Mucosal Immunol. 2022;15(6):1095–1113. doi: 10.1038/s41385-022-00564-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 163.Hang S, Paik D, Yao L, Kim E, Trinath J, Lu J, Ha S, Nelson BN, Kelly SP, Wu L, et al. Bile acid metabolites control TH17 and treg cell differentiation. Nature. 2019;576(7785):143–148. doi: 10.1038/s41586-019-1785-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 164.Paik D, Yao L, Zhang Y, Bae S, D’Agostino GD, Zhang M, Kim E, Franzosa EA, Avila-Pacheco J, Bisanz JE, et al. Human gut bacteria produce ΤΗ17-modulating bile acid metabolites. Nature. 2022;603(7903):907–912. doi: 10.1038/s41586-022-04480-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 165.Zmora N, Zilberman-Schapira G, Suez J, Mor U, Dori-Bachash M, Bashiardes S, Kotler E, Zur M, Regev-Lehavi D, Brik RBZ, et al. Personalized gut mucosal colonization resistance to empiric probiotics is associated with unique host and microbiome features. Cell. 2018;174(6):1388–405.e21. doi: 10.1016/j.cell.2018.08.041. [DOI] [PubMed] [Google Scholar]
- 166.Swanson KS, Gibson GR, Hutkins R, Reimer RA, Reid G, Verbeke K, Scott KP, Holscher HD, Azad MB, Delzenne NM, et al. The international scientific association for probiotics and prebiotics (ISAPP) consensus statement on the definition and scope of synbiotics. Nat Rev Gastroenterol Hepatol. 2020;17(11):687–701. doi: 10.1038/s41575-020-0344-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 167.Amiriani T, Rajabli N, Faghani M, Besharat S, Roshandel G, Akhavan Tabib A, Joshaghani H. Effect of lactocare® synbiotic on disease severity in ulcerative colitis: a randomized placebo-controlled double-blind clinical trial. Middle East J Dig Dis. 2020;12(1):27–33. doi: 10.15171/mejdd.2020.160. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 168.Sergeev IN, Aljutaily T, Walton G, Huarte E. Effects of synbiotic supplement on human gut microbiota, body composition and weight loss in obesity. Nutrients. 2020;12(1):222. doi: 10.3390/nu12010222. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 169.Shepherd ES, DeLoache WC, Pruss KM, Whitaker WR, Sonnenburg JL. An exclusive metabolic niche enables strain engraftment in the gut microbiota. Nature. 2018;557(7705):434–438. doi: 10.1038/s41586-018-0092-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 170.Hughes ER, Winter MG, Duerkop BA, Spiga L, Furtado de Carvalho T, Zhu W, Gillis CC, Büttner L, Smoot MP, Behrendt CL, et al. Microbial respiration and formate oxidation as metabolic signatures of inflammation-associated dysbiosis. Cell Host & Microbe. 2017;21(2):208–219. doi: 10.1016/j.chom.2017.01.005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 171.Zhu W, Winter MG, Byndloss MX, Spiga L, Duerkop BA, Hughes ER, Büttner L, de Lima Romão E, Behrendt CL, Lopez CA, et al. Precision editing of the gut microbiota ameliorates colitis. Nature. 2018;553(7687):208–211. doi: 10.1038/nature25172. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 172.Zhang G, Wang Q, Tao W, Jiang W, Elinav E, Wang Y, Zhu S. Glucosylated nanoparticles for the oral delivery of antibiotics to the proximal small intestine protect mice from gut dysbiosis. Nat Biomed Eng. 2022;6(7):867–881. doi: 10.1038/s41551-022-00903-4. [DOI] [PubMed] [Google Scholar]