<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.2 20190208//EN" "http://jats.nlm.nih.gov/publishing/1.2/JATS-journalpublishing1.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="review-article" dtd-version="1.2" xml:lang="en">
    <front>
        <journal-meta>
            <journal-id journal-id-type="pmc">F1000Research</journal-id>
            <journal-title-group>
                <journal-title>F1000Research</journal-title>
            </journal-title-group>
            <issn pub-type="epub">2046-1402</issn>
            <publisher>
                <publisher-name>F1000 Research Limited</publisher-name>
                <publisher-loc>London, UK</publisher-loc>
            </publisher>
        </journal-meta>
        <article-meta>
            <article-id pub-id-type="doi">10.12688/f1000research.6078.1</article-id>
            <article-categories>
                <subj-group subj-group-type="heading">
                    <subject>Review</subject>
                </subj-group>
                <subj-group>
                    <subject>Articles</subject>
                    <subj-group>
                        <subject>Cell Adhesion</subject>
                    </subj-group>
                    <subj-group>
                        <subject>Cellular Microbiology &amp; Pathogenesis</subject>
                    </subj-group>
                    <subj-group>
                        <subject>Clinical Nutrition</subject>
                    </subj-group>
                    <subj-group>
                        <subject>Diabetes &amp; Obesity</subject>
                    </subj-group>
                    <subj-group>
                        <subject>Endocrinology</subject>
                    </subj-group>
                    <subj-group>
                        <subject>Environmental Microbiology</subject>
                    </subj-group>
                    <subj-group>
                        <subject>Gastrointestinal Infections</subject>
                    </subj-group>
                    <subj-group>
                        <subject>Gastrointestinal Physiology</subject>
                    </subj-group>
                    <subj-group>
                        <subject>Immune Response</subject>
                    </subj-group>
                    <subj-group>
                        <subject>Innate Immunity</subject>
                    </subj-group>
                    <subj-group>
                        <subject>Integrative Physiology</subject>
                    </subj-group>
                    <subj-group>
                        <subject>Medical Microbiology</subject>
                    </subj-group>
                    <subj-group>
                        <subject>Small Intestine</subject>
                    </subj-group>
                </subj-group>
            </article-categories>
            <title-group>
                <article-title>Fatty acids from diet and microbiota regulate energy metabolism</article-title>
                <fn-group content-type="pub-status">
                    <fn>
                        <p>[version 1; peer review: 2 approved]</p>
                    </fn>
                </fn-group>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author" corresp="yes">
                    <name>
                        <surname>Alcock</surname>
                        <given-names>Joe</given-names>
                    </name>
                    <xref ref-type="corresp" rid="c1">a</xref>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Lin</surname>
                        <given-names>Henry C.</given-names>
                    </name>
                    <xref ref-type="aff" rid="a2">2</xref>
                    <xref ref-type="aff" rid="a3">3</xref>
                </contrib>
                <aff id="a1">
                    <label>1</label>Department of Emergency Medicine, University of New Mexico, Albuquerque, New Mexico, 87131-0001, USA</aff>
                <aff id="a2">
                    <label>2</label>Division of Gastroenterology, New Mexico VA Health Care System, Albuquerque, New Mexico, 87108, USA</aff>
                <aff id="a3">
                    <label>3</label>Department of Internal Medicine, University of New Mexico, Albuquerque, New Mexico, 87131-0001, USA</aff>
            </contrib-group>
            <author-notes>
                <corresp id="c1">
                    <label>a</label>
                    <email xlink:href="mailto:joalcock@salud.unm.edu">joalcock@salud.unm.edu</email>
                </corresp>
                <fn fn-type="conflict">
                    <p>
                        <bold>Competing interests: </bold>HCL has patent rights in the area of microbiome. JA declares that he has no competing interests.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>9</day>
                <month>9</month>
                <year>2015</year>
            </pub-date>
            <pub-date pub-type="collection">
                <year>2015</year>
            </pub-date>
            <volume>4</volume>
            <elocation-id>F1000 Faculty Rev-738</elocation-id>
            <history>
                <date date-type="accepted">
                    <day>24</day>
                    <month>8</month>
                    <year>2015</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2015 Alcock J and Lin HC</copyright-statement>
                <copyright-year>2015</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <self-uri content-type="pdf" xlink:href="https://f1000research.com/articles/4-738/pdf"/>
            <abstract>
                <p>A high-fat diet and elevated levels of free fatty acids are known risk factors for metabolic syndrome, insulin resistance, and visceral obesity. Although these disease associations are well established, it is unclear how different dietary fats change the risk of insulin resistance and metabolic syndrome. Here, we review emerging evidence that insulin resistance and fat storage are linked to changes in the gut microbiota. The gut microbiota and intestinal barrier function, in turn, are highly influenced by the composition of fat in the diet. We review findings that certain fats (for example, long-chain saturated fatty acids) are associated with dysbiosis, impairment of intestinal barrier function, and metabolic endotoxemia. In contrast, other fatty acids, including short-chain and certain unsaturated fatty acids, protect against dysbiosis and impairment of barrier function caused by other dietary fats. These fats may promote insulin sensitivity by inhibiting metabolic endotoxemia and dysbiosis-driven inflammation. During dysbiosis, the modulation of metabolism by diet and microbiota may represent an adaptive process that compensates for the increased fuel demands of an activated immune system.</p>
            </abstract>
            <kwd-group kwd-group-type="author">
                <kwd>microbiota</kwd>
                <kwd>metabolism</kwd>
                <kwd>diet</kwd>
            </kwd-group>
            <funding-group>
                <funding-statement>The author(s) declared that no grants were involved in supporting this work.</funding-statement>
            </funding-group>
        </article-meta>
        <notes>
            <sec sec-type="editor-note">
                <title>Editorial Note on the Review Process</title>
                <p>
                    <ext-link ext-link-type="uri" xlink:href="http://f1000research.com/browse/faculty-reviews">F1000 Faculty Reviews</ext-link> are commissioned from members of the prestigious
                    <ext-link ext-link-type="uri" xlink:href="http://f1000.com/prime/thefaculty">F1000 Faculty</ext-link> and are edited as a service to readers. In order to make these reviews as comprehensive and accessible as possible, the referees provide input before publication and only the final, revised version is published. The referees who approved the final version are listed with their names and affiliations but without their reports on earlier versions (any comments will already have been addressed in the published version).</p>
                <p>The referees who approved this article are: </p>
                <list list-content="reviewer-list" list-type="simple">
                    <list-item>
                        <p>
                            <named-content content-type="reviewer-name">Timothy G. Dinan</named-content>, Psychiatry, University College Cork, Cork, Cork, Ireland
                            <fn fn-type="conflict">
                                <p>No competing interests were disclosed.</p>
                            </fn>
                        </p>
                    </list-item>
                    <list-item>
                        <p>
                            <named-content content-type="reviewer-name">Rebecca Pedersen</named-content>, Technical University of Denmark, Lyngby, Denmark
                            <fn fn-type="conflict">
                                <p>No competing interests were disclosed.</p>
                            </fn>
                        </p>
                    </list-item>
                </list>
            </sec>
        </notes>
    </front>
    <body>
        <sec sec-type="intro">
            <title>Introduction</title>
            <p>It has long been appreciated that the Western diet&#x2014;high in simple carbohydrates, processed meat, and fat&#x2014;is associated with adverse health outcomes, including obesity, metabolic syndrome, and type 2 diabetes
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-1">1</xref>,
                    <xref ref-type="bibr" rid="ref-2">2</xref>
                </sup>. In particular, consumption of saturated fatty acids and industrially produced trans fatty acids is linked with metabolic syndrome and obesity
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-3">3</xref>
                </sup>. However, controversy continues to surround the relative importance of fat in the diet overall and which fats are healthier or more harmful
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-4">4</xref>
                </sup>. Saturated fat in diet has received much attention for its ability to induce chronic low-grade inflammation, widely recognized as a key link to the pathologies of obesity, type 2 diabetes, and cardiovascular disease
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-5">5</xref>
                </sup>. Dietary fat drives chronic low-grade inflammation by expanding white adipose tissue (WAT), promoting macrophage recruitment to WAT, and generating adipose inflammation (reviewed in 
                <xref ref-type="bibr" rid="ref-6">6</xref>). Increased release of fatty acids from expanded WAT results in decreased muscle cell surface expression of the glucose transport protein GLUT4, reducing insulin-stimulated glucose uptake and inhibiting glycogen synthesis
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-7">7</xref>
                </sup>. Impaired glucose uptake by GLUT4 is a key feature of insulin resistance (IR), which is a precursor to the development of type 2 diabetes.</p>
            <p>Impairment of insulin action and inflammation from dietary fat have been described as resulting from the body&#x2019;s limited capacity to store energy as fat
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-8">8</xref>
                </sup>. In this view, dietary energy intake in excess of adipose storage capacity causes ectopic fat deposition in non-adipose tissues. Obesity and ectopic fat, in turn, are associated with muscle and liver accumulation of diacylglycerol (DAG)
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-9">9</xref>
                </sup> and ceramide, a sphingolipid derived from saturated fatty acids such as palmitate
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-10">10</xref>
                </sup>. Toxic lipid molecules, generated through 
                <italic toggle="yes">de novo</italic> synthesis from dietary fat, have pleiotropic effects on metabolism (reviewed in 
                <xref ref-type="bibr" rid="ref-11">11</xref>). DAG and ceramide have been shown to impair mitochondrial function, inhibit insulin signaling by acting on peroxisome proliferator-activated receptors (PPARs) and protein kinases, and cause inflammation via the nuclear transcription factor nuclear factor
                <bold>-</bold>kappa
                <bold>-</bold>B (NF-&#x03ba;B)
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-9">9</xref>,
                    <xref ref-type="bibr" rid="ref-10">10</xref>,
                    <xref ref-type="bibr" rid="ref-12">12</xref>
                </sup>.</p>
            <p>Despite equal energy content, dietary fatty acids that differ in structure can have opposite effects on inflammation and IR. The divergent fatty acid effects on metabolism cast doubt on a simplistic view of IR as a problem of limited adipose storage capacity. For example, saturated fatty acids but not polyunsaturated fatty acids (PUFAs) caused IR in Sprague-Dawley rats, although both dietary fats resulted in increased plasma-free fatty acids
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-13">13</xref>
                </sup>. Similarly, incubation with saturated fatty acids palmitate and stearate caused IR in human skeletal muscle, whereas unsaturated oleate had opposing effects on insulin action
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-14">14</xref>
                </sup>. In two human trials, substituting dietary saturated fat with polyunsaturated fat or monounsaturated fat improved insulin sensitivity and reduced visceral adiposity
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-15">15</xref>,
                    <xref ref-type="bibr" rid="ref-16">16</xref>
                </sup>. Certain dietary fats reduce adipose inflammation and IR, even in the overfed state
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-17">17</xref>,
                    <xref ref-type="bibr" rid="ref-18">18</xref>
                </sup>.</p>
            <p>To understand why fats often have opposing metabolic effects, we note that the gut microbiota, the collection of microorganisms that inhabit our bodies and outnumber human cells by an order of magnitude, is sensitive to dietary composition and is linked to changes in metabolism and obesity
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-19">19</xref>,
                    <xref ref-type="bibr" rid="ref-20">20</xref>
                </sup>. The composition of the diet and gut microbiota interact to modify the risk of many chronic inflammatory diseases, including obesity, diabetes, and inflammatory bowel disease
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-21">21</xref>
                </sup>. The metabolic responses to various fats might be best understood in light of dietary fat&#x2019;s ability to drive changes in the makeup and function of the intestinal microbiota.</p>
        </sec>
        <sec>
            <title>The relationship of dietary fat, microbiome, and insulin resistance</title>
            <p>Recent studies have highlighted the central role of the gut microbiota in generating inflammation and regulating obesity and metabolism
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-19">19</xref>
                </sup>. The microbiota consists of the collection of microbes living in and on our bodies, numbering as many as 100 trillion that reside mostly in the lower intestine
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-22">22</xref>
                </sup>. Advances in sequencing technology and metagenomics have vastly increased the ability to identify intestinal microbes associated with obesity
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-23">23</xref>
                </sup> as well as mechanisms implicating microbiota in weight gain, such as increased energy harvest
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-24">24</xref>
                </sup>. Compared with germ-free animals, conventionally raised mice have 60% more body fat even as the food intake was less
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-25">25</xref>
                </sup>. This finding was explained by the suppression by gut microbes of the expression of a host intestinal protein known as fasting-induced adipocyte factor (FIAF). Because FIAF is an inhibitor of lipoprotein lipase (LPL), in the presence of gut microbes, less FIAF means reduced inhibition of LPL, resulting in more LPL, the enzyme responsible for importing and storing triglycerides. In a germ-free animal, greater FIAF increased the expression of genes responsible for fatty acid oxidation via stimulation of PPAR-&#x03b3; coactivator and AMP-activated protein kinase
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-26">26</xref>
                </sup>. Experiments that transferred microbes from obese and lean donors to germ-free mice support a causal role for microbiota in regulating fat mass and metabolism
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-27">27</xref>
                </sup>. In a recent study, fecal microbiota from identical twins discordant for obesity were inoculated into germ-free mice, resulting in the transfer of the obese or lean phenotype of their donors
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-28">28</xref>
                </sup>. Interestingly, when the resulting obese and lean mice were co-housed, the microbiota in lean mice appeared to have a selective advantage, transforming the microbiota of co-housed obese mice and causing weight loss. However, when obese mice were fed a high-fat diet, they could not be &#x201c;rescued&#x201d; by co-housing them with their lean counterparts
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-28">28</xref>
                </sup>. In this example and others, an interaction of high-fat diet and specific microbiome appears necessary to cause systemic inflammation
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-28">28</xref>,
                    <xref ref-type="bibr" rid="ref-29">29</xref>
                </sup>.</p>
        </sec>
        <sec>
            <title>High-fat diet is linked to inflammation and insulin resistance</title>
            <p>A diet high in fat is sufficient to induce obesity and IR in many animal models
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-4">4</xref>,
                    <xref ref-type="bibr" rid="ref-30">30</xref>&#x2013;
                    <xref ref-type="bibr" rid="ref-33">33</xref>
                </sup> and is associated with changes in gut microbiota and intestinal permeability. Two markers of inflammation, tumor necrosis factor-alpha and NF-&#x03ba;B activation, were induced in C57BL/6 mice fed a high-fat diet
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-34">34</xref>
                </sup>. The essential role of the gut microbiota in this response was demonstrated by the absence of this effect in germ-free mice fed the same high-fat diet
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-34">34</xref>
                </sup>. Because inflammatory markers increased before diet-induced obesity, inflammation that follows a high-fat diet may have a causal role in obesity
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-34">34</xref>
                </sup>.</p>
            <p>Highlighting the potent effects of dietary fat, a single high-fat meal was sufficient to induce pro-inflammatory signaling and IR
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-35">35</xref>,
                    <xref ref-type="bibr" rid="ref-36">36</xref>
                </sup>. IR and inflammation following a high-fat meal resulted from increased intestinal permeability to endotoxin
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-35">35</xref>,
                    <xref ref-type="bibr" rid="ref-36">36</xref>
                </sup>. In addition, because lipid A, the insoluble fraction of the endotoxin lipopolysaccharide, could be carried into the lymphatic system by chylomicrons, a high-fat meal could promote postprandial entry of endotoxin into the circulation even in the absence of increased intestinal permeability. In male C57BL6/J mice, high-fat feeding resulted in weight gain and a two- to three-fold increase in circulating endotoxin, a condition termed metabolic endotoxemia
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-4">4</xref>
                </sup>. Weight gain and IR were equivalent in the group fed a high-fat diet and mice receiving a subcutaneous infusion of endotoxin
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-4">4</xref>
                </sup>. From these results, it was proposed that the Western diet, high in fat and low in fiber, causes a dysbiosis that results in the translocation of gut-derived bacterial endotoxin
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-37">37</xref>
                </sup>. Supporting the role of gut microbiota in this process, IR and weight gain were blocked with antibiotic pre-treatment
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-38">38</xref>
                </sup>. IR by this mechanism involves endotoxin detection by the Toll-like receptor TLR4 and downstream pro-inflammatory signaling
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-39">39</xref>&#x2013;
                    <xref ref-type="bibr" rid="ref-41">41</xref>
                </sup>. Recently, Everard 
                <italic toggle="yes">et al.</italic> showed that the metabolic effects of high-fat diet require MyD88 (myeloid differentiation primary response gene 88), a central adaptor molecule for many TLRs with a key role in regulating inflammation and metabolism
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-41">41</xref>
                </sup>. Mice with the MyD88 deletion were protected against high fat-induced metabolic endotoxemia and had increased regulatory T cells, findings that were linked with decreased IR and inflammation
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-41">41</xref>
                </sup>. Additionally, MyD88 deletion altered the composition of the gut microbiota; transfer of those microbes into germ-free mice protected the recipient mice from high fat-induced IR. These results suggest that bi-directional control involving microbiota and the MyD88 pathway regulates metabolism and inflammation.</p>
        </sec>
        <sec>
            <title>Saturated fats are linked to dysbiosis and metabolic endotoxemia</title>
            <p>In this and following sections, we review how specific dietary fats alter the microbiome and change insulin sensitivity. Saturated fatty acids have been shown to have direct stimulatory effects on TLR expression
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-42">42</xref>
                </sup> and Jun N-terminal kinase (JNK) activity
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-43">43</xref>
                </sup> promoting IR via mechanisms independent of the gut microbiota. However, these direct effects may be less consequential than the influence of the gut microbiota on host metabolism, as underscored by the finding that germ-free animals are protected from high-fat diet-induced obesity and IR
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-25">25</xref>,
                    <xref ref-type="bibr" rid="ref-34">34</xref>
                </sup>. Saturated fatty acids have been shown to cause dysbiosis and intestinal inflammation in interleukin-10
                <sup>&#x2212;/&#x2212;</sup> mice by encouraging overgrowth of a bile-tolerant Gram-negative bacteria, 
                <italic toggle="yes">Bilophila wadsworthia</italic>
                
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-44">44</xref>
                </sup>. In another study of C57BL/6J mice, a diet high in saturated fat caused increased growth of three types of sulfidogenic bacteria, primarily in colonic mucosa
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-45">45</xref>
                </sup>; these bacteria produce hydrogen sulfide gas as a metabolic by-product which can damage the intestinal barrier and cause endotoxemia. Feeding C57BL/6 mice a diet high in saturated fat decreased expression of tight junction proteins, causing increased intestinal permeability, endotoxemia
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-46">46</xref>
                </sup>, and elevated lipopolysaccharide-binding protein
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-47">47</xref>
                </sup>. In addition to higher fecal and plasma endotoxin levels, mice fed a diet high in saturated fat had fewer 
                <italic toggle="yes">Bifidobacteria</italic> and increased Enterobacteriaceae in fecal culture
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-46">46</xref>
                </sup>. Laugerette 
                <italic toggle="yes">et al.</italic> showed an increased intestinal 
                <italic toggle="yes">Escherichia coli</italic> population along with elevated plasma and adipose inflammation in animals fed saturated fat (palm oil) compared with unsaturated fats
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-47">47</xref>
                </sup>. Taken together, these results support the hypothesis that certain diets high in saturated fatty acids may modify the structure and function of the gut microbiota, causing inflammation and IR in animal models (
                <xref ref-type="fig" rid="f1">Figure 1</xref>).</p>
            <fig fig-type="figure" id="f1" orientation="portrait" position="float">
                <label>Figure 1. </label>
                <caption>
                    <title>Diet-induced metabolic endotoxemia.</title>
                    <p>Gut microbiota play a central role in the metabolic endotoxemia model of obesity and insulin resistance. Diets high in fat and low in fiber alter the function and composition of the gut microbiota. These changes can increase systemic lipopolysaccharide (LPS) exposure, thereby contributing to low-grade inflammation and impairing insulin-stimulated glucose uptake by muscle. JNK, Jun N-terminal kinase; MyD88, myeloid differentiation primary response gene 88; NF-&#x03ba;B, nuclear factor-kappa-B; SCFA, short-chain fatty acid; TLR, Toll-like receptor.</p>
                </caption>
                <graphic orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/6507/9a25a93b-11d6-4c46-851c-ebf489419164_figure1.gif"/>
            </fig>
        </sec>
        <sec>
            <title>Omega-6 polyunsaturated fatty acids can cause dysbiosis and inflammation</title>
            <p>Ghosh 
                <italic toggle="yes">et al.</italic>
                
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-48">48</xref>,
                    <xref ref-type="bibr" rid="ref-49">49</xref>
                </sup> showed that C57BL/6 mice fed a diet rich in omega-6 (n-6) PUFAs (corn oil) resulted in bacterial overgrowth and dysbiosis. The high n-6 PUFA diet, alone among the high-fat diets studied, was also associated with bacterial invasion of the intestinal epithelial cell layer
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-48">48</xref>
                </sup>. Corn oil supplementation caused decreased spontaneous locomotor activity, hyperinsulinemia, and IR in female C57BL/6 mice
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-50">50</xref>
                </sup>. This animal study provides an interesting insight into the &#x201c;couch potato&#x201d; sedentary state in humans, suggesting that diet and microbiota can influence voluntary physical activity.</p>
            <p>Dietary n-6 PUFAs were linked with changes in the composition of the gut microbiota in C57BL/6 mice
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-49">49</xref>
                </sup>. These changes included increased abundance of Enterobacteriaceae and segmented filamentous bacteria, bacterial groups associated with inflammation
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-49">49</xref>
                </sup>. N-6 PUFA feeding to C57BL/6 mice was shown to increase the numbers of intestinal Proteobacteria
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-51">51</xref>
                </sup> and change gut microbiota composition along with weight gain and fatty infiltration of the liver
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-52">52</xref>
                </sup>. Huang 
                <italic toggle="yes">et al.</italic> also reported an increase in intestinal Proteobacteria after n-6 PUFA feeding in C57BL/6 mice and greater macrophage infiltration of adipose than observed with saturated fat diets
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-53">53</xref>
                </sup>. Excess dietary N-6 PUFAs caused higher adipose expression of resistin, a hormone linked with inflammation and IR, than was observed after consumption of saturated fat
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-53">53</xref>
                </sup>.</p>
        </sec>
        <sec>
            <title>Omega-3 polyunsaturated fatty acids protect against dysbiosis and promote insulin sensitivity</title>
            <p>Ghosh 
                <italic toggle="yes">et al.</italic> demonstrated that altered gut microbiota caused by n-6 PUFAs in 2-year-old C57BL/6 mice was prevented when omega-3 (n-3) PUFAs (fish oil rich in DHA and EPA) were added to the diet
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-48">48</xref>
                </sup>, suggesting that n-3 PUFAs can protect against dysbiosis. N-3 EPA and DHA reversed bacterial overgrowth and reduced fatty diet-induced inflammation by recruiting regulatory T cells to the small intestine
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-48">48</xref>
                </sup>. However, Mujico 
                <italic toggle="yes">et al.</italic> showed no similar protection from n-3 PUFA supplementation from dysbiosis caused by saturated fatty acids
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-18">18</xref>
                </sup>. Another recent study showed that mice fed fish oil had decreased abundance of 
                <italic toggle="yes">Helicobacter</italic> and 
                <italic toggle="yes">Pseudomonas</italic> and Firmicutes, organisms associated with ulcers, infection, and weight gain, respectively
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-54">54</xref>
                </sup>. One mechanism that may account for dietary n-3 PUFA&#x2019;s reduction of 
                <italic toggle="yes">Helicobacter</italic> and 
                <italic toggle="yes">Pseudomonas</italic> is that those organisms are sensitive to the direct bactericidal effects of EPA and DHA
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-55">55</xref>,
                    <xref ref-type="bibr" rid="ref-56">56</xref>
                </sup>. Bacterial killing by n-3 PUFAs and other fatty acids is likely important to the overall composition of the microbiota and the function of the intestinal barrier
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-57">57</xref>,
                    <xref ref-type="bibr" rid="ref-58">58</xref>
                </sup>.</p>
            <p>Dietary fish oil strengthened intestinal barrier function and reduced plasma endotoxin levels in swine
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-17">17</xref>
                </sup>. Fish oil has also been linked with reduced TLR activation and MyD88 signaling in swine
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-59">59</xref>
                </sup>. In addition to having beneficial effects on metabolic endotoxemia, n-3 PUFAs were shown to stimulate the G-protein coupled fatty acid receptor GPR120, promoting insulin sensitivity by increasing cell surface expression of GLUT4
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-60">60</xref>,
                    <xref ref-type="bibr" rid="ref-61">61</xref>
                </sup>. N-3 PUFAs have additional anti-diabetic effects by activating GPR 40, causing increased insulin secretion from pancreatic &#x03b2; cells.</p>
        </sec>
        <sec>
            <title>Monounsaturated fatty acids antagonize dysbiosis and promote insulin sensitivity</title>
            <p>Mujico 
                <italic toggle="yes">et al.</italic> reported that oleic acid (a monounsaturated fatty acid) prevented high-fat diet dysbiosis in female ICR mice and increased the abundance of intestinal 
                <italic toggle="yes">Bifidobacteria</italic>, a group associated with improved intestinal barrier function
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-18">18</xref>
                </sup>. Oleic acid supplementation prevented weight gain and restored the proportion of microbial phyla altered by a high-fat diet
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-18">18</xref>
                </sup>. Hidalgo 
                <italic toggle="yes">et al.</italic> showed that butter produced changes in murine gut microbiota similar to those found in obese humans but that olive oil prevented those changes
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-62">62</xref>
                </sup>. Interestingly, virgin olive oil had different effects on the microbiota compared with refined olive oil, suggesting that the non-lipid phenolic components of olive oil may account for some of its benefits
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-62">62</xref>
                </sup>. Dietary supplementation with monounsaturated oleic acid in young adults improved insulin sensitivity, an effect not seen with saturated fat
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-63">63</xref>
                </sup>. Downstream effects of microbiota may be responsible in part for improved insulin sensitivity and reduced type 2 diabetes observed with diets rich in olive oil and other monounsaturated fats
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-64">64</xref>,
                    <xref ref-type="bibr" rid="ref-65">65</xref>
                </sup>.</p>
        </sec>
        <sec>
            <title>Short-chain fatty acids and prebiotics promote insulin sensitivity via fatty acid receptors</title>
            <p>Short-chain fatty acids (SCFAs) are fully saturated but have fewer carbon atoms than long-chain saturated fatty acids, such as palmitate. SCFAs often have anti-inflammatory signaling properties (reviewed in 
                <xref ref-type="bibr" rid="ref-57">57</xref>). For instance, SCFAs such as butyrate tend to reduce inflammation by activating the SCFA receptor GPR43
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-66">66</xref>
                </sup>. GPR43 activation increased energy expenditure and decreased adipose tissue insulin sensitivity while increasing insulin sensitivity in muscle and liver in C57BL/6 mice
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-66">66</xref>
                </sup>. GPR43-deficient mice were obese on normal diet, whereas mice overexpressing GPR43 remained lean on a high-fat diet
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-66">66</xref>
                </sup>. SCFAs are also a by-product of microbial fermentation of indigestible carbohydrates that are termed prebiotics when given therapeutically to alter the microbiota. Prebiotic treatment increased butyrate production in Wistar rats and was associated with increased Bacteroidetes, whereas high-fat diet reduced formation of butyrate and increased liver fat and inflammation
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-39">39</xref>
                </sup>. Butyrate has anti-obesity effects by stimulating the expression of angiopoietin-like protein-4 (ANGPTL4) in human epithelial cells, leading to reduced expression of LPL and increased lipolysis
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-67">67</xref>
                </sup>. Thus, microbes that preferentially generate butyrate through fermentation have a favorable effect on metabolism.</p>
            <p>Prebiotic treatment had additional metabolic benefits by increasing the abundance of 
                <italic toggle="yes">Akkermansia muciniphila</italic>, a group of mucin-foraging bacteria that were depleted in obese and type 2 diabetic mice
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-68">68</xref>
                </sup>. 
                <italic toggle="yes">A. muciniphila</italic> separately prevented visceral adipose inflammation, increased anti-inflammatory regulatory T-cell numbers, and improved insulin sensitivity in C57BL/6 mice
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-69">69</xref>
                </sup>. Improvement of glucose tolerance in db/db fiber-fed mice was recently shown to be transmissible with fecal transplantation, even when the recipient mice were never exposed to dietary fiber
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-70">70</xref>
                </sup>. The insulin-sensitizing effects of dietary fiber in donor and recipient mice in that study were attributed to increased 
                <italic toggle="yes">Lactobacillus</italic> and 
                <italic toggle="yes">Bifidobacterium</italic>, decreased 
                <italic toggle="yes">Alistipes</italic>, and changes in amino acid fermentation
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-70">70</xref>
                </sup>. These findings underscore the importance of fiber-fermenting gut bacteria in regulating insulin sensitivity by the action of SCFAs and because of changes in gut microbiota function.</p>
        </sec>
        <sec sec-type="discussion">
            <title>Discussion</title>
            <p>The studies in this review showing a central role of the microbiota in regulating metabolism and immune function challenge traditional concepts of lipotoxicity as a primary cause of IR and metabolic syndrome
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-8">8</xref>
                </sup>. Explanations of metabolic diseases that center on toxic lipid mediators from overfilled adipose depots are inadequate to explain the widely variable effects of equicaloric fats that have been reviewed here and elsewhere (for example, 
                <xref ref-type="bibr" rid="ref-71">71</xref>). A more unifying explanation is that the metabolic changes, inflammation, and changes in fat storage leading to obesity are outcomes of dietary fat acting on both the host and the gut microbiota as well as of diet-driven crosstalk between the host and the microbiota (
                <xref ref-type="fig" rid="f2">Figure 2</xref>). Protection from obesity and IR in the germ-free state
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-25">25</xref>
                </sup> and with antibiotic treatment
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-38">38</xref>
                </sup> provides strong support for this view, which is a departure from the traditional understanding of how metabolic disorders are caused by dietary fat.</p>
            <fig fig-type="figure" id="f2" orientation="portrait" position="float">
                <label>Figure 2. </label>
                <caption>
                    <title>How insulin resistance is regulated by nutrients and microbiota.</title>
                    <p>(
                        <bold>a</bold>) Dietary fats directly stimulate G protein-coupled receptor (GPR) fatty acid receptors and alter intestinal tight junction protein expression, also affecting the expression and activity of Toll-like receptors (TLRs) and the adaptor protein MyD88 (myeloid differentiation primary response gene 88), modulating nuclear transcription factor activity, and regulating inflammation and metabolism. (
                        <bold>b</bold>) Dietary fats and prebiotics impact the composition and function of the gut microbiota and affect intestinal permeability. Significant cross-talk occurs between microbiota-derived signals, such as endotoxin and short-chain fatty acid (SCFA), and the pathways described in (
                        <bold>a</bold>). Cues from both sources, diet and microbiota, are integrated to modulate inflammation and insulin sensitivity. PPAR, peroxisome proliferator-activated receptor.</p>
                </caption>
                <graphic orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/6507/9a25a93b-11d6-4c46-851c-ebf489419164_figure2.gif"/>
            </fig>
            <p>It has been suggested that microbiota-induced changes in metabolism can be adaptive for the mammalian host (for instance, by diverting energy to fetal growth during pregnancy)
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-72">72</xref>
                </sup>. The general concordance between insulin sensitivity/resistance and fat-driven changes in the microbiome described in this review (
                <xref ref-type="table" rid="T1">Table 1</xref>) suggests an alternative evolutionary explanation. Specifically, nutrients may serve a signaling function to the immune system in mammals by conveying information about diet-driven changes in the gut microbiota
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-57">57</xref>
                </sup>. This hypothesis makes two predictions: (1) nutrients that lead to dysbiosis may generate pro-inflammatory signaling, and (2) nutrients that prevent dysbiosis may trigger anti-inflammatory signaling. A review of the effects of dietary fats on inflammation and gut microbes tended to be in line with these predictions
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-57">57</xref>
                </sup>. As suggested by the present review, the metabolic effects of dietary fats can often be predicted by their effects on the microbiome, perhaps because metabolism and inflammation share similar regulatory pathways. We further propose that the modulation of metabolism by fats and microbiota may be adaptive in fueling the increased energy needs of immune cells activated by dysbiosis. By blocking glucose uptake, IR reduces energy utilization by tissues dependent on GLUT4 glucose uptake (predominantly skeletal muscle and fat) and diverts energy access to tissues not reliant on insulin-stimulated GLUT4
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-73">73</xref>&#x2013;
                    <xref ref-type="bibr" rid="ref-75">75</xref>
                </sup>. Phagocytes (for example, macrophages) and intestinal epithelial cells do not rely on GLUT4. As a result, glucose energy is expected to be preferentially delivered to activated innate immune cells in the gut during the IR state.</p>
            <table-wrap id="T1" orientation="portrait" position="anchor">
                <label>Table 1. </label>
                <caption>
                    <title>Dietary fats that cause dysbiosis also cause insulin resistance and inflammation.</title>
                </caption>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top">Dietary fat</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Example
                                <break/>(structure)
                                <break/>dietary source</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Effect on gut microbiota
                                <xref ref-type="other" rid="note_2">**</xref>
                            </th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Effect on intestinal
                                <break/>barrier</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Insulin
                                <break/>resistance</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Inflammation</th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td colspan="1" rowspan="1" valign="top">Saturated fatty
                                <break/>acid</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Palmitic acid
                                <break/>(16:0)
                                <xref ref-type="other" rid="note_1">*</xref>
                                
                                <break/>Dairy</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Enterobacteriaceae dysbiosis
                                <break/>Decreased Bifidobacteria
                                <break/>Increased ratio of Firmicutes/
                                <break/>Bacteroidetes
                                <break/>[
                                <xref ref-type="bibr" rid="ref-18">18</xref>,
                                <xref ref-type="bibr" rid="ref-44">44</xref>,
                                <xref ref-type="bibr" rid="ref-53">53</xref>,
                                <xref ref-type="bibr" rid="ref-68">68</xref>]</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Increased endotoxemia
                                <break/>[
                                <xref ref-type="bibr" rid="ref-17">17</xref>,
                                <xref ref-type="bibr" rid="ref-35">35</xref>]</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Increased
                                <break/>[
                                <xref ref-type="bibr" rid="ref-68">68</xref>]</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Increased
                                <break/>[
                                <xref ref-type="bibr" rid="ref-30">30</xref>,
                                <xref ref-type="bibr" rid="ref-35">35</xref>]</td>
                        </tr>
                        <tr>
                            <td colspan="1" rowspan="1" valign="top">N-6 PUFA</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Linoleic acid
                                <break/>(18:2)
                                <break/>Corn oil</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Enterobacteriaceae dysbiosis
                                <break/>[
                                <xref ref-type="bibr" rid="ref-48">48</xref>]</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Proteobacteria
                                <break/>translocation
                                <break/>[
                                <xref ref-type="bibr" rid="ref-49">49</xref>]</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Increased
                                <break/>[
                                <xref ref-type="bibr" rid="ref-78">78</xref>]</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Increased
                                <break/>[
                                <xref ref-type="bibr" rid="ref-49">49</xref>,
                                <xref ref-type="bibr" rid="ref-50">50</xref>]</td>
                        </tr>
                        <tr>
                            <td colspan="1" rowspan="1" valign="top">N-3 PUFA</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Docosahexaenoic acid
                                <break/>(22:3)
                                <break/>Marine fish</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Prevented n-6 dysbiosis
                                <break/>[
                                <xref ref-type="bibr" rid="ref-49">49</xref>]</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Prevented Proteobacteria
                                <break/>translocation, endotoxemia
                                <break/>[
                                <xref ref-type="bibr" rid="ref-17">17</xref>,
                                <xref ref-type="bibr" rid="ref-49">49</xref>]</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Reduced
                                <break/>[
                                <xref ref-type="bibr" rid="ref-60">60</xref>]</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Reduced
                                <break/>[
                                <xref ref-type="bibr" rid="ref-49">49</xref>]</td>
                        </tr>
                        <tr>
                            <td colspan="1" rowspan="1" valign="top">Monounsaturated
                                <break/>fatty acid</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Oleic acid
                                <break/>(18:1)
                                <break/>Olive oil</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Prevented saturated fat dysbiosis
                                <break/>[
                                <xref ref-type="bibr" rid="ref-18">18</xref>]</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">No change
                                <break/>[
                                <xref ref-type="bibr" rid="ref-17">17</xref>]</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Reduced
                                <break/>[
                                <xref ref-type="bibr" rid="ref-65">65</xref>]</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Reduced
                                <break/>[
                                <xref ref-type="bibr" rid="ref-63">63</xref>]</td>
                        </tr>
                        <tr>
                            <td colspan="1" rowspan="1" valign="top">SCFA</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Butyrate
                                <break/>(4:0)
                                <break/>Dietary fiber</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Normalized Firmicutes/
                                <break/>Bacteroidetes
                                <break/>[
                                <xref ref-type="bibr" rid="ref-68">68</xref>]</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Decreased permeability
                                <break/>(with prebiotics) [
                                <xref ref-type="bibr" rid="ref-39">39</xref>]</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Reduced
                                <break/>[
                                <xref ref-type="bibr" rid="ref-68">68</xref>]</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Reduced
                                <break/>[
                                <xref ref-type="bibr" rid="ref-66">66</xref>]</td>
                        </tr>
                    </tbody>
                </table>
                <table-wrap-foot>
                    <fn>
                        <p id="note_1">*Chemical structure (number of carbon atoms:number of double bonds).</p>
                    </fn>
                    <fn>
                        <p id="note_2">**Described in animal models only.</p>
                    </fn>
                    <fn>
                        <p>Saturated fats have been reported to cause dysbiosis and have been linked in animal studies with increased Enterobacteriaceae, increased Firmicutes/Bacteroidetes ratio, and decreased Bifidobacteria, among other changes. Dietary omega-6 (n-6) polyunsaturated fatty acid (PUFA) also is reported to cause an Enterobacteriaceae dysbiosis in mice. These microbiota alterations are associated with increased intestinal permeability, insulin resistance, and inflammation. Dysbiosis caused by saturated fat and n-6 PUFA was reversed with supplementation with monounsaturated oleic acid, omega-3 (n-3) PUFA, and short-chain fatty acid (SCFA) precursors (prebiotics). Protection from dysbiosis with oleic acid, n-3 PUFA, and prebiotic supplementation is accompanied by decreased inflammation and increased insulin sensitivity. These patterns are consistent with increased insulin-independent glucose uptake by the activated immune system during dysbiosis and opposite shifts in energy utilization when dysbiosis is absent.</p>
                    </fn>
                </table-wrap-foot>
            </table-wrap>
        </sec>
        <sec>
            <title>Ongoing controversies</title>
            <p>Despite murine studies suggesting dysbiosis, inflammation, and metabolic disease from n-6 PUFAs, some human studies have shown no harm, and possible benefit, from consuming n-6 fats
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-76">76</xref>
                </sup>. A recent longitudinal cohort study in Finland showed reduced risk of metabolic syndrome with 
                <italic toggle="yes">increased</italic> n-6-to-n-3 PUFA ratio in serum
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-77">77</xref>
                </sup>. Although molecular and animal studies imply a therapeutic benefit of n-3 PUFAs for metabolic syndrome and diabetes, observational studies of n-3 fat and type 2 diabetes have been mixed, indicating a possible reduction of type 2 diabetes risk with fish consumption in Asian populations
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-78">78</xref>
                </sup> but no benefit from fish consumption in a recent European case control study
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-79">79</xref>
                </sup>. Elevated circulating n-3 fatty acids were recently linked to increased insulin sensitivity in overweight men
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-80">80</xref>
                </sup> and randomized trials have shown improved parameters related to metabolic syndrome with n-3 PUFA supplementation, including increased adiponectin and improved triglyceride levels in overweight women
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-81">81</xref>,
                    <xref ref-type="bibr" rid="ref-82">82</xref>
                </sup>. Self-reported diets high in n-3 alpha-linolenic acid, n-6 linoleic acid, and monounsaturated oleic acid have been associated with improved glucose metabolism
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-76">76</xref>
                </sup>. Taken together, these findings indicate possible protection from metabolic syndrome from n-3 PUFAs and support the idea that unsaturated fats are more metabolically healthy than saturated fats. However, a recent study challenged the concept that saturated fats are harmful
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-83">83</xref>
                </sup>. Unlike experiments in which milk fat caused dysbiosis and inflammation in mice
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-44">44</xref>
                </sup>, experiments in humans given a diet high in dairy fat showed no increase in inflammation
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-83">83</xref>
                </sup>. Moreover, improvement in insulin sensitivity and reduced adipose fat occurred more in human subjects assigned a diet low in carbohydrates rather than a diet low in saturated fat
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-84">84</xref>
                </sup>. These results suggest that weight loss and improvements in metabolism can result from diets that prioritize reduction of carbohydrates rather than fats.</p>
            <p>One explanation for the disparities between human and animal studies is that people are not mice
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-85">85</xref>
                </sup> and murine models may be poorly suited to understand human metabolism. Mammalian-microbiota co-evolutionary history is different for humans and other animals
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-86">86</xref>
                </sup>, and a likely consequence is that foods modify the human microbiome differently and have distinct regulatory effects on immunity and metabolism. To date, we cannot define exactly what those species-level differences are. Without that information, it is too early to give a blanket recommendation for or against any class of dietary fat, especially when specific fatty acids in the same class vary in effects and depend also on an individual&#x2019;s unique microbiota and genetic background. Molecular and human epidemiologic data strongly indicate that some fats are better for metabolic health than others. More human and comparative studies will be needed to determine whether metabolically healthy fats are those that maintain a healthy microbiota.</p>
        </sec>
        <sec>
            <title>Abbreviations</title>
            <p>DAG, diacylglycerol; DHA, docosahexaenoic acid; EPA, eicosapentaenoic acid; FIAF, fasting-induced adipose factor; GLUT-4, glucose transporter type 4; GPR, G protein-coupled receptor; IR, insulin resistance; LPL, lipoprotein lipase; MyD88, myeloid differentiation primary response gene 88; n-3, omega-3; n-6, omega-6; NF-&#x03ba;B, nuclear factor-kappa-B; PPAR, peroxisome proliferator-activated receptor; PUFA, polyunsaturated fatty acid; SCFA, short-chain fatty acid; TLR, Toll-like receptor; WAT, white adipose tissue.</p>
        </sec>
    </body>
    <back>
        <ack>
            <title>Acknowledgments</title>
            <p>The work of HCL is supported by VA Research, a Department of Defense congressionally directed medical research program, and the Winkler Bacterial Overgrowth Research Fund.</p>
        </ack>
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                        <name name-style="western">
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</article>
