trillions of microorganisms among bacteria , archaea , viruses , and fungi inhabit our gastrointestinal tract ( git ) . bacterial cells largely outnumber our own cells , and the gut microbiota is a prolific example of a symbiotic relationship as it plays a crucial role in host 's physiology and health .
studies based on gnotobiotic models and fecal microbial transplants ( fmt ) have provided unequivocal evidence that perturbations in bacterial communities play a key role in the pathophysiology of obesity and insulin resistance .
the gut microbiota is the product of a complex interaction between host 's genetics and environment , and diet is one of the main driving forces shaping intestinal bacterial communities .
the so - called western obesogenic diet ( i.e. , rich in saturated / trans fat and simple sugars and poor in fibers ) is associated with specific modulation of taxonomic profiles that are functionally linked with a more proinflammatory milieu and disrupted intestinal barrier .
disturbance of intestinal homeostasis then leads to excessive bacterial fragments / products internal diffusion , which promotes inflammation in key insulin - responsive tissues , resulting in insulin resistance .
the current knowledge suggests that gut bacterial profiles may represent new disease predictors and that manipulation of the gut microbiota could be a promising approach for the prevention and management of metabolic diseases .
were the first group to demonstrate a positive correlation between alteration of gut microbiota population , the increase of intestinal permeability and the development of metabolic endotoxemia that is characterized by the translocation of bacterial lipopolysaccharides ( lpss ) into the systemic circulation and induction of inflammatory pathways in mice fed obesogenic diet . since metchnikoff 's era , the field of probiotics - live microorganisms that , when administered in adequate amounts , confers a health benefit on the host ( food and agriculture organization of the united nations , 2002 ; updated by hill et al . )
-continues to grow thanks to the recent access to investigate the role of an increasing number of potential probiotic strains in host 's physiology . according to this definition , the safety and efficacy of a given strain must be scientifically demonstrated in order to be considered as a probiotic . here ,
we propose a critical review of the most recent studies concerning the effects of probiotic bacterial strains in the prevention or treatment of metabolic disorders such as obesity , insulin resistance , diabetes mellitus and its comorbidities .
most currently used probiotics belong to bifidobacteria , lactic acid bacteria ( lab ) , dairy propionibacteria , yeasts ( saccharomyces boulardii ) , bacillus , and the gram - negative escherichia coli strain nissle 1917 .
lab represent a heterogeneous group of microorganisms broadly present in the diet , particularly by the use of non - human strains in the fermentation of dairy products being also normal inhabitants of the gastrointestinal and urogenital tract .
most of them are members of the phylum firmicutes , while bifidobacterium , also considered as lactic - producing bacteria , belong to actinobacteria phylum .
probiotic administration has been shown to stimulate the immune response , improve lactose tolerance , help prevent diarrhea , have an anti - inflammatory effect and even restore obesity - linked gut dysbiosis . given the relationship between obesity - related disorders and gut homeostasis , probiotics may be of interest to supplement the limited arsenal of therapies against the metabolic syndrome .
the diversity of reported studies in tables 1 and 2 , shows that the positive effects of probiotics are strain - specific and the idea of a " universal strain , " that would provide at once all the benefits associated with probiotics , is unrealistic , even for strains of the same species . in the context of obesity and metabolic disorders ,
probiotic supplementation may help to reduce hyperphagia , improving control of weight gain , fat mass loss and glucose tolerance . on the contrary , such positive effects
could also be obtained without modulation of caloric intake , as demonstrated by most of the reported studies . to demonstrate the beneficial effect of probiotics in improvement of metabolic disorders , researchers have access to a variety of assays such as plasma and liver cholesterol , free - fatty acids , alanine and aspartate transaminases ( hepatotoxicity markers ) , gene and protein expressions ( involved in inflammatory and metabolic pathways ) , etc .
( tables 1 and 2 for details ) . for example , dairy products supplemented with propionibacterium , a well - known promising non - lab genus , may exert a probiotic effect in the colon by producing metabolites such as short - chain fatty acids ( scfa ) , vitamins ( b8 , b9 , and b12 ) , and 1,4-dihydroxy-2-naphtoic acid , bifidogenic and anti - inflammatory product ( dhna ) .
shermani js has anti - inflammatory effects on high fat diet - induced inflammation in apoe3leiden mice , with a decrease of intestinal mast cell numbers and a demonstrated intestinal but also systemic anti - inflammatory potential .
finally , although it needs further investigation , multiple strain probiotics could confer a more effective strategy than single - strain probiotics against diet - induced obesity ( dio ) .
interestingly , vsl#3 , a mixture of eight different strains of bacteria , has shown efficacy in prevention but also in the treatment of obesity and type 2 diabetes .
probiotic administration is frequently associated with important shifts in gut bacterial composition , along with beneficial effects on metabolism and inflammatory tone . indeed , within the gut ,
probiotic are in competition for nutrients , metabolites and also for antimicrobial proteins , altering gut microbiota population diversity in several ways .
however , it remains unclear if the modulation of gut microbiota is the cause or the consequence of probiotic treatment , or whether the mechanisms are partially or totally interdependent .
the probiotic components associated with positive effects are a variety of cell constituents as polysaccharides , peptidoglycan , dna , teichoic acids and certain cell - surface bound and secreted proteins as well as organic acids , bacteriocins , polyphosphate , and fatty acids ( fa ) , which can modulate host responses , inhibit pathogens or interact with the intestinal microbiota . furthermore , whereas a disrupted intestinal barrier contributes to the pathogenesis of metabolic diseases , the underlying causes remain unclear . indeed , it may include changes in nutritional factors , infections ( i.e. , helicobacter pylori infection leading to an increased rate of incident diabetes ) , exposure to toxins , lack of exposure to microbes in early childhood , as well as impaired function and diversity of the gut microbiota . moreover , probiotic strains can not only affect the intestinal microbiota directly but also affect other organs by modulating intestinal inflammation and permeability .
several potential mechanisms underlying the beneficial effects of probiotics are illustrated in figs 1 and 2 .
the " obese microbiome " is thought to display an increased capacity to harvest energy from the diet along with a decreased ability to stimulate the production of gut factors that inhibit fat deposition .
furthermore , the beneficial effect of probiotics to decrease dio is both highly strain- and model - specific .
for example , the gut microbiota could promote storage of triglyceride in adipocytes through suppression of intestinal expression of a circulating lipoprotein lipase ( lpl ) inhibitor , the angiopoietin - like 4 .
nevertheless , storage of excess fa is the result of unbalanced lipid absorption involving lpl and lipid catabolism .
in fact , yoo et al . , treated dio - mice with a combination of probiotics that resulted in a decreased expression of genes involved in fa transport and -oxidation ( table 1 ) .
another potential mechanism by which probiotics can counteract the negative effect of obesogenic diet is by interaction with commensal bacteria and altering expressions of microbial enzymes , especially those involved in carbohydrate metabolism or butyrate synthesis pathways .
butyrate , with acetate and propionate , are the most abundant scfa produced by some colonic bacteria as end - products from the breakdown of non - digestible carbohydrates that pass unaffected through the small intestine . among major bacterial phyla ,
bacteroidetes are recognized as acetate and propionate producers , whereas firmicutes are more butyrate - producing bacteria .
the butyrate - producer strain miyairi 588 has shown promising effects on liver homeostasis and insulin resistance in a rat model of choline - deficient diet - induced non - alcoholic fatty liver disease ( nafld ) . as reported in table 1 , ritze et al .  
have also shown that lactobacillus rhamnosus gg protects against nafld through specifically reducing liver fat mass loss in association with modulation of the carbohydrate - responsive element - binding protein pathway . moreover , in many studies , the beneficial effects allocated to probiotics on body fat mass , could be explained by complex and still unclear mechanisms that may or may not involve change in caloric intake ( tables 1 and 2 ) .
have demonstrated that the vsl#3 probiotic promoted the release of the hormone glucagon - like protein-1 ( glp-1 ) , resulting in reduced food intake and improved glucose tolerance , which was correlated with scfa production leading to l - cell stimulation and glp-1 production and the modulation of several genes involved in food intake regulation .
the modulation of the intestinal immune system is also thought to ameliorate insulin sensitivity even without decreased fat mass accumulation .
the intestinal barrier is a functional entity separating the gut lumen from the inner host .
it comprises elements that are mechanical ( mucus , epithelial layer ) , humoral ( defensins , immunoglobulin a ) , cellular or cell - mediated ( lymphocytes , innate immune cells ) , muscular and neurological .
this barrier is maintained by the expression of adherens junctions and tight junctions ( tj ) molecules , including cadherins , claudins , occludin , and junctional adhesion proteins , which seal adjacent cells together .
moreover , the intestinal mucosa is the primary site where the mucosa - associated lymphoid tissue is exposed to and interacts with the external environment .
gut barrier integrity is influenced by both exogenous ( i.e. , toxins , stress , diet , vitamins , pro- and prebiotics , antibiotics , exercise ) and endogenous factors ( i.e. , inflammatory mediators , defensins , serotonin , proteases , mucus quality , and the endocannabinoid system ) . in obese individuals , decrease in tj protein abundance , myosin light chain kinase activation and cytoskeletal modulation ( zo1 interacts directly with actin , occludin , claudins , or other proteins ) have all been proposed to mediate cytokine - induced loss of tj barrier function .
it is well documented that lab are able to sense the environment , to produce bacteriocins which can directly modulate gut microbiota populations ( figs 1 and 2 ) , but also organic acids ( i.e. , lactic and acetic acids ) that indirectly inhibit pathogen colonization by decreasing intestinal ph or increasing peristalsis . by preventing the invasion of undesirable microorganisms , beneficial probiotic effects
indeed , mucosal permeability is adaptable and may be directly regulated in response to extracellular stimuli , such as nutrients and bacteria .
these interactions can result in the variation of gene expression of receptors involved in numerous and diverse pathways leading to the production of cytokines and other active molecules , secreted from epithelial cells into the lumen inducing gut microbiota modulations .
it was recently demonstrated that dio - mice display low - grade systemic inflammation and metabolic perturbations , in association with reduced intestinal bifidobacteria and increased plasma levels of endotoxin ( lps ) , a trait strongly correlated with disrupted intestinal barrier integrity .
moreover , plasma citrulline and intestinal fa - binding protein levels ( markers of gut barrier integrity ) are significantly elevated in severely obese diabetic individuals , which was associated with increased small - intestinal enterocyte mass and increased enterocyte turnover .
furthermore , there are several families of innate receptors which are involved in the recognition of microbe - associated molecular patterns ( including toll - like receptors , nod - like receptors , or inflammasomes ) .
moreover , changes in gut microbiota modulate endotoxemia by a mechanism that affects gut barrier function and increases intestinal permeability , which may involve the disruption of tj .
cani 's group recently focused on the probiotic effect of akkermansia muciniphila , an interesting mucin - degrading member of the verrucomicrobia phylum , and found that its administration to dio mice decreases metabolic endotoxemia and adipose tissue inflammation by improving intestinal mucosal barrier function , a trait linked to an increased mucus layer thickness . among other potential mechanisms involved in the maintenance of intestinal homeostasis
, butyrate production has also been suggested to alleviate intestinal bowel diseases ( ibds ) through its ability to inhibit histone deacetylases   and to activate g - coupled protein receptors , leading to enhanced protective immunity and improved gut barrier .
inoculation of mice with the butyrate - producers clostridium cluster iv and xiva or butyrate administration per se were both capable of expanding the colonic population of regulatory t cells ( treg ) , which increases the production of the anti - inflammatory cytokine interleukin 10 and reduces the colonic population of the pro - inflammatory cd4 + t cells .
similarly , oral administration of butyricicoccus pullicaecorum , whose presence was found to be lower in ibd patients compared with healthy subjects , attenuated intestinal inflammation in a rat model of colitis .
while the resolution of obesity - induced intestinal inflammation is a valuable strategy to improve whole - body metabolism , butyrate can also act at the systemic level to exert anti - obesity and anti - inflammatory effects .
interestingly , given the large body of literature supporting the beneficial effects of butyrate , the administration of butyrate producer strains such as faecalibacterium prausnitzii , roseburia intestinalis , or anaerostipes caccae may confer predictability and safeness to potential probiotic - based treatments of several pro - inflammatory disorders .
the concomitant use of probiotics with specific prebiotics , known as sources of " non - digestible compound that , through its metabolization by microorganisms in the gut , modulates composition and/or activity of the gut microbiota , thus conferring a beneficial physiological effect on the host "   should also be considered as mean of improving health status .
prebiotics can improve probiotic effects on body weight loss and maintenance , when they are co - administrated to the host organism .
moreover , inulin - type fructans ( itfs ) have been shown to affect gut ecology and stimulate immune cell activity , as well as decreasing body weight gain and fat mass in obese individuals .
it also appears that polyphenols can , in conjunction with a probiotic strain of bacillus , stimulate the growth of anti - inflammatory bacterial species belonging to the genus barnesiella and improve the bioavailability of certain health beneficial polyphenols . in the context of obesity , the use of relatively new prebiotics such as arabinoxylan ( ax ) and arabinoxylan oligo - saccharides ( axos ) may be promising candidates to counteract related metabolic disorders , since ax and axos have been linked to adiposity reduction   and lower metabolic endotoxemia   in obese mice , respectively .
furthermore , there is growing evidence that the bifidogenic and butyrogenic effects of ax and axos are reflected in potential cross - feeding mechanisms , such as for itf , in which primary degraders such as bifidobacterium selectively and competitively degrade these fructose polymers to produce acetate and lactate that are consumed by secondary degraders such as roseburia to produce butyrate .
interestingly , ax administration in rodents has also been involved in gut microbiota modulation ; firstly by increasing bifidobacterium and roseburia in dio mice , and secondly by shifting mucin degradation from the caecum to the colon where a higher abundance of mucolytic a. muciniphila may locally produce beneficial metabolites such as propionate .
another growing concept is to genetically engineer bacterial strains in order to reinforce a pre - existing probiotic capacity or to increase their effectiveness .
in fact , lab have been genetically manipulated in order to target the delivery of antioxidant and anti - inflammatory molecules produced by probiotics ( i.e. , enzymes , cytokines ) for the treatment of ibd .
since the use of gut anti - inflammatory agents is promising against the metabolic syndrome , it would be interesting to test whether these engineered lab originally conceived to counter ibd could also exert positive effects on obesity and associated metabolic disorders . indeed , duan et al .  
recently reported the successful application of an engineered probiotic that secretes the inactive full - length form of glp-1 to reprogram intestinal cells into glucose - responsive insulin - secreting cells for the treatment of type 1 diabetes .
another interesting potential strategy is the genetic modification of the probiotic e. coli nissle 1917 to produce n - acylphosphatidylethanolamines , which is converted quickly after meals into potent appetite - suppressing lipids , know as n - acylethanolamines .
the aforementioned examples show the great potential of engineered strains as a strategy to treat obesity and its metabolic consequences .
altogether , various studies ( tables 1 and 2 ) demonstrate that probiotic administration may confer beneficial effects in the prevention and treatment of obesity , inflammation and other associated metabolic disorders through various mechanisms including direct effects on mucosal barrier and surrounding cells in particular , that can impede on chronic inflammation ( figs . 1 and 2 ) .
currently , researchers are on the path to uncover beneficial and detrimental gut microbiota phylotypes that could lead to the use of living probiotics in order to reshape gut bacterial communities in beneficial ways to the host . the major issue that hampers a meta - analysis comparison of all the potential probiotic strains is the considerable heterogeneity between protocols used in many studies ( model , dose , treatment , and times ) .
for the same reason , research on probiotics are still confronted with an apparent lack of conclusive results , further limited by the small number of trials where the application of probiotics was evaluated in double - blinded large - scale cohorts studies , particularly in the context of obesity prevention . indeed , even if fmt showed very good results in recent human trials , the fact that potential adverse effects have also been reported , calls for caution because probiotics are already used for obesity management .
this is particularly true for specific groups ( i.e. , neonates infants or individuals with immune deficiency ) that may be a greater risk for adverse effects of probiotics .
moreover , a better understanding of how environmental factors ( i.e. , culture conditions , product formulations , storage time , host metagenome and genotype and variability of consumer - associated factors ) influence probiotic function would ultimately be useful for unraveling the significant inter - individual variation in response to probiotic bacteria among human subjects and for comparing outcomes of different clinical studies . despite the methodological and regulatory issues raised above
, the field of probiotics is evolving based on a growing body of research , which is paving the way for a successful strategy against obesity and its related comorbidities , using strains capable of producing well characterized molecules , or using engineered bacteria that ensures safety of use .
moreover , the increased interest in the role of the gut microbiota in host 's physiology is revealing novel potential probiotic strains while triggering a regain of interest in probiotics as a tool to manipulate intestinal bacterial communities and therefore treat / prevent intestinal and systemic diseases .
 over the past decade , growing evidence has established the gut microbiota as one of the most important determinants of metabolic disorders such as obesity and type 2 diabetes . 
 indeed , obesogenic diet can drastically alter bacterial populations ( i.e. , dysbiosis ) leading to activation of pro - inflammatory mechanisms and metabolic endotoxemia , therefore promoting insulin resistance and cardiometabolic disorders . to counteract these deleterious effects , 
 probiotic strains have been developed with the aim of reshaping the microbiome to improve gut health . in this review , 
 we focus on benefits of widely used probiotics describing their potential mechanisms of action , especially their ability to decrease metabolic endotoxemia by restoring the disrupted intestinal mucosal barrier . 
 we also discuss the perspective of using new bacterial strains such as butyrate - producing bacteria and the mucolytic akkermansia muciniphila , as well as the use of prebiotics to enhance the functionality of probiotics . 
 finally , this review introduces the notion of genetically engineered bacterial strains specifically developed to deliver anti - inflammatory molecules to the gut . 
INTRODUCTION
MICROORGANISMS WIDELY USED AS PROBIOTICS
POTENTIAL MECHANISMS OF ACTIONS
REDUCTION OF BODY OR LIVER FAT MASS
RESTORATION OF MUCOSAL BARRIER INTEGRITY AND IMMUNOMODULATION
PERSPECTIVES IN THE USE OF PROBIOTICS
CONCLUSIONS