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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Cardiovasc. Med.</journal-id>
<journal-title>Frontiers in Cardiovascular Medicine</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cardiovasc. Med.</abbrev-journal-title>
<issn pub-type="epub">2297-055X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fcvm.2025.1655889</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Cardiovascular Medicine</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>From meal to malfunction: exploring molecular pathways, biomarkers and interventions in postprandial cardiometabolic health</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author"><name><surname>Reytor-Gonz&#x00E1;lez</surname><given-names>Claudia</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>&#x2020;</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/3014622/overview"/><role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/><role content-type="https://credit.niso.org/contributor-roles/supervision/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/><role content-type="https://credit.niso.org/contributor-roles/methodology/"/></contrib>
<contrib contrib-type="author"><name><surname>Cevallos-Fern&#x00E1;ndez</surname><given-names>Emilia</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>&#x2020;</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/3044123/overview"/><role content-type="https://credit.niso.org/contributor-roles/visualization/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author"><name><surname>J&#x00E1;come</surname><given-names>Bel&#x00E9;n</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>&#x2020;</sup></xref><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author" corresp="yes"><name><surname>Simancas-Racines</surname><given-names>Daniel</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="cor1">&#x002A;</xref>
<xref ref-type="author-notes" rid="fn001"><sup>&#x2020;</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/3039949/overview" /><role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/><role content-type="https://credit.niso.org/contributor-roles/supervision/"/></contrib>
</contrib-group>
<aff id="aff1"><label><sup>1</sup></label><institution>Universidad UTE, Facultad de Ciencias de la Salud Eugenio Espejo, Centro de Investigaci&#x00F3;n en Salud P&#x00FA;blica y Epidemiolog&#x00ED;a Cl&#x00ED;nica (CISPEC)</institution>, <addr-line>Quito</addr-line>, <country>Ecuador</country></aff>
<aff id="aff2"><label><sup>2</sup></label><institution>Universidad UTE, Facultad de Ciencias de la Ingenier&#x00ED;a e Industrias, Centro de Investigaci&#x00F3;n de Alimentos (CIAL)</institution>, <addr-line>Quito</addr-line>, <country>Ecuador</country></aff>
<author-notes>
<fn fn-type="edited-by"><p><bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/106735/overview">Tzortzis Nomikos</ext-link>, Harokopio University, Greece</p></fn>
<fn fn-type="edited-by"><p><bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/831138/overview">Elizaberh Fragopoulou</ext-link>, Harokopio University, Greece</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2638465/overview">Austin Angelotti</ext-link>, The Pennsylvania State University (PSU), United States</p></fn>
<corresp id="cor1"><label>&#x002A;</label><bold>Correspondence:</bold> Daniel Simancas-Racines <email>dsimancas@ute.edu.ec</email></corresp>
<fn fn-type="other" id="fn001"><label><sup>&#x2020;</sup></label><p>ORCID Claudia Reytor-Gonz&#x00E1;lez <ext-link ext-link-type="uri" xlink:href="http://orcid.org/0009-0007-4234-5524">orcid.org/0009-0007-4234-5524</ext-link> Emilia Cevallos-Fern&#x00E1;ndez <ext-link ext-link-type="uri" xlink:href="http://orcid.org/0009-0006-6784-1471">orcid.org/0009-0006-6784-1471</ext-link> Bel&#x00E9;n J&#x00E1;come <ext-link ext-link-type="uri" xlink:href="http://orcid.org/0000-0002-5939-4660">orcid.org/0000-0002-5939-4660</ext-link> Daniel Simancas-Racines <ext-link ext-link-type="uri" xlink:href="http://orcid.org/0000-0002-3641-1501">orcid.org/0000-0002-3641-1501</ext-link></p></fn>
</author-notes>
<pub-date pub-type="epub"><day>29</day><month>10</month><year>2025</year></pub-date>
<pub-date pub-type="collection"><year>2025</year></pub-date>
<volume>12</volume><elocation-id>1655889</elocation-id>
<history>
<date date-type="received"><day>28</day><month>06</month><year>2025</year></date>
<date date-type="accepted"><day>23</day><month>09</month><year>2025</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2025 Reytor-Gonz&#x00E1;lez, Cevallos-Fern&#x00E1;ndez, J&#x00E1;come and Simancas-Racines.</copyright-statement>
<copyright-year>2025</copyright-year><copyright-holder>Reytor-Gonz&#x00E1;lez, Cevallos-Fern&#x00E1;ndez, J&#x00E1;come and Simancas-Racines</copyright-holder><license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>Cardiometabolic diseases&#x2014;including type 2 diabetes, cardiovascular disease, and metabolic dysfunction&#x2013;associated steatotic liver disease&#x2014;are increasingly driven by near-continuous after-meal exposure to glucose and lipid surges that traditional fasting tests often miss. This review prioritizes human studies from 2020 to 2025 and uses earlier work only as foundational anchors; non-English reports were excluded and preclinical findings are cited solely for mechanistic context. Evidence converges on six processes that amplify risk within hours after eating: impaired insulin signaling, delayed clearance of dietary lipids, mitochondrial and oxidative stress, loss of endothelial nitric oxide, inflammasome-mediated inflammation, and microbiome&#x2013;hormone interactions. Dynamic, after-meal markers and simple composites such as the triglyceride&#x2013;glucose index outperform fasting measures for identifying risk and guiding care. Practical strategies to shorten the &#x201C;damage window&#x201D; include Mediterranean-style meals with low glycemic index swaps and unsaturated fats, earlier distribution of daily energy and early time-restricted eating, a small pre-meal protein portion, and brief post-meal walking. Fast-acting medicines&#x2014;glucagon-like peptide 1 and glucose-dependent insulinotropic polypeptide receptor agonists, rapid-acting insulin analogues, sodium&#x2013;glucose cotransporter 2 inhibitors taken before meals, and proprotein convertase subtilisin/kexin type 9 inhibitors&#x2014;further blunt peaks, while continuous glucose monitoring with algorithmic feedback enables timing-aware, person-specific adjustments. A tiered workflow&#x2014;screen, stratify, and personalize&#x2014;reframes prevention and treatment around after-meal physiology, with particular relevance to settings where resources are limited.</p>
</abstract>
<kwd-group>
<kwd>postprandial dysmetabolism</kwd>
<kwd>metaflammation</kwd>
<kwd>insulin resistance</kwd>
<kwd>cardiometabolic health</kwd>
<kwd>precision medicine</kwd>
<kwd>healthcare</kwd>
</kwd-group><counts>
<fig-count count="1"/>
<table-count count="3"/><equation-count count="0"/><ref-count count="248"/><page-count count="21"/><word-count count="0"/></counts><custom-meta-wrap><custom-meta><meta-name>section-at-acceptance</meta-name><meta-value>Lipids in Cardiovascular Disease</meta-value></custom-meta></custom-meta-wrap>
</article-meta>
</front>
<body><sec id="s1" sec-type="intro"><label>1</label><title>Introduction</title>
<p>Chronic noncommunicable diseases (CNCDs) now account for 41 million deaths each year, roughly 71 percent of all global mortality&#x2014;and have overtaken infectious illnesses as the leading public-health threat (<xref ref-type="bibr" rid="B1">1</xref>). Within that broad category, cardiometabolic conditions&#x2014;type 2 diabetes (T2D), cardiovascular disease (CVD) and metabolic-dysfunction-associated steatotic liver disease (MASLD, formerly NAFLD)&#x2014;are rising fastest (<xref ref-type="bibr" rid="B2">2</xref>). T2D prevalence in sub-Saharan Africa has jumped from four million cases in 1980 to 23.6 million in 2021 and is projected to exceed 54 million by 2045 (<xref ref-type="bibr" rid="B3">3</xref>). MASLD affects roughly one adult in four worldwide (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B5">5</xref>), while CVD alone claims 17.9 million lives annually, most of them in low- and middle-income regions (<xref ref-type="bibr" rid="B6">6</xref>).</p>
<p>Decades of epidemiology and mechanistic work converge on a common upstream driver: modern eating patterns characterized by frequent snacking on energy-dense, highly refined foods. This dietary behavior shortens fasting intervals and maintains most individuals in a near-continuous postprandial state&#x2014;typically involving four to ten eating occasions per day with minimal overnight respite (<xref ref-type="bibr" rid="B7">7</xref>). These repeated surges of glucose and triglyceride-rich lipoproteins (TRLs) disrupt circadian clocks, overload mitochondrial redox systems, and activate innate-immune pathways, thereby accelerating atherogenesis, &#x03B2;-cell failure and hepatic steatosis (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B9">9</xref>). Critically, this shift represents a departure from evolutionary eating patterns, where extended fasting periods allowed metabolic recovery and cellular repair processes that are now chronically interrupted.</p>
<p>The postprandial window now stretches well beyond half of every 24&#x2005;h cycle; in many individuals it exceeds sixteen hours (<xref ref-type="bibr" rid="B10">10</xref>). Prolonged exposure to elevated glucose and lipid concentrations fuels low-grade systemic inflammation, a process termed &#x201C;metaflammation&#x201D;, which is central to the pathogenesis of T2D, CVD and MASLD (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>). The term postprandial dysmetabolism denotes the triad of hyperglycemia, hypertriglyceridemia, and hyperinsulinemia that follows each meal in susceptible individuals (<xref ref-type="bibr" rid="B13">13</xref>). When that triad is amplified by poor diet quality and increased meal frequency, oxidative stress, endothelial dysfunction and chronic inflammation ensue (<xref ref-type="bibr" rid="B14">14</xref>&#x2013;<xref ref-type="bibr" rid="B16">16</xref>). Importantly, these metabolic perturbations can occur while fasting markers remain normal, highlighting a critical blind spot in current diagnostic approaches.</p>
<p>Prospective cohort studies demonstrate that the height and duration of post-meal glucose and triglyceride peaks predict carotid-intima thickening and future cardiovascular events even when fasting markers remain within normal ranges (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B18">18</xref>). This finding challenges the traditional paradigm of metabolic assessment and underscores the clinical relevance of postprandial monitoring. Because the gut, liver, muscle, adipose tissue and pancreas coordinate postprandial homeostasis through complex inter-organ crosstalk, disturbances in any single organ rapidly propagate across the entire metabolic network (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B18">18</xref>). Despite this evidence, preventive care continues to rely predominantly on fasting glucose or low-density-lipoprotein cholesterol (LDL-C) measurements, leaving a substantial portion of cardiometabolic risk undetected and unaddressed&#x2014;particularly in resource-limited settings where pharmacotherapy access is constrained and health-system capacity is limited (<xref ref-type="bibr" rid="B19">19</xref>&#x2013;<xref ref-type="bibr" rid="B23">23</xref>).</p>
<p>This review applies a contemporary lens (2020&#x2013;2025) reflecting methodological and clinical inflection points&#x2014;widespread continuous glucose monitoring (CGM), standardized assays for TRL, multi-omics workflows, and the clinical introduction of glucagon-like peptide-1/glucose-dependent insulinotropic polypeptide (GLP-1/GIP) co-agonists&#x2014;while selectively incorporating pre-2020 &#x201C;foundational&#x201D; contributions limited to seminal meta-analyses, consensus statements, pivotal randomized trials, or first-in-field mechanistic studies. Primary evidence prioritizes human adult studies indexed in Scopus (randomized controlled trials, controlled feeding/postprandial challenge studies over 0&#x2013;6&#x2005;h, and prospective cohorts), with inclusion contingent on clear test-meal composition, defined sampling windows, and assay standardization. Preclinical studies (animal or cell preparations) are cited only for mechanistic context, to probe causal links impractical or unethical to test in humans, and to nominate druggable targets relevant to the postprandial state [e.g., NADPH-oxidase (NOX)&#x2013;endothelial nitric oxide synthase (eNOS) coupling, Yes-associated protein/TEA domain transcription factor (YAP/TEAD) signaling, calciprotein particle&#x2013;driven pathways]. Such findings are not used to claim clinical efficacy, estimate effect sizes, or define clinical endpoints and are explicitly flagged in-text as &#x201C;preclinical&#x201D;, with model (mouse/rat) and exposure type (dietary, genetic, pharmacological) specified. We excluded non-English publications and did not treat narrative reviews as primary evidence; when cited, such reviews provided historical framing or methodological context only. Foundational citations are flagged in-text and collated in <xref ref-type="sec" rid="s11">Supplementary Table S1</xref> with rationale and study type (meta-analysis, pivotal RCT, first-in-field).</p>
<p>The aim of this narrative review is to move the spotlight from static fasting metrics to the dynamic metabolic stresses that arise after every meal, offering clinicians, researchers, and policymakers a practical roadmap for earlier detection, tailored intervention, and, ultimately, more effective prevention of CNCD-related morbidity and mortality.</p>
<p>This review synthesizes evidence on five inter-related domains of postprandial dysmetabolism: (i) the molecular and physiological pathways that precipitate metabolic dysfunction following nutrient intake; (ii) fasting-state surrogates and dynamic biomarkers that reveal these otherwise occult perturbations; (iii) dietary, behavioral, and pharmacological interventions that can mitigate postprandial stress; (iv) emerging technologies for real-time monitoring and personalized therapeutic targeting; and (v) implementation strategies for translating these advances into clinical practice, particularly in diverse populations and resource-variable settings.</p>
</sec>
<sec id="s2"><label>2</label><title>Mechanistic drivers of postprandial dysmetabolism</title>
<sec id="s2a"><label>2.1</label><title>Conceptual framework and temporal dynamics</title>
<p>Postprandial dysmetabolism is a time-dependent systems disturbance with min-to-hours fluctuations in glucose and lipids and hours-to-days adaptations in redox/circadian and gut&#x2013;hormone axes. It reflects the convergence of nutrient overload, redox imbalance, and circadian misalignment across six interconnected nodes&#x2014;from rapid glucose handling (min) to lipid clearance (peaks approximately 4&#x2013;6&#x2005;h) and microbiome&#x2013;endocrine shifts (hours&#x2013;days). Epidemiologic and clinical evidence links this state to endothelial injury and higher cardiovascular risk in people with and without T2D, supporting assay/intervention timing by temporal bands (operational definitions in <xref ref-type="sec" rid="s11">Supplementary Table S1</xref>) (<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B25">25</xref>).</p>
</sec>
<sec id="s2b"><label>2.2</label><title>Substrate-specific metabolic overload (0&#x2013;2&#x2005;h post-meal)</title>
<p>Excess glucose engages canonical insulin signaling [insulin receptor substrate (IRS)&#x2014;phosphoinositide 3-kinase (PI3K)&#x2014;protein kinase B (Akt)] to drive glucose transporter type 4 (GLUT4) translocation in skeletal muscle and adipose tissue; impaired signaling delays vesicle delivery and prolongs hyperglycemia (<xref ref-type="bibr" rid="B26">26</xref>). Preclinical data indicate that SHIP2 (&#x201C;SKIP&#x201D; in rodents) limits phosphatidylinositol-3,4,5-trisphosphate (PIP3)/Akt signaling and that glucolipotoxic stress induces IRS-1 serine phosphorylation, dampening PI3K/Akt activity and GLUT4 trafficking (<xref ref-type="bibr" rid="B27">27</xref>&#x2013;<xref ref-type="bibr" rid="B29">29</xref>). In parallel, intestinal chylomicron export can exceed lipoprotein lipase (LPL) capacity, leaving triglyceride-rich remnants that typically peak approximately 4&#x2013;6&#x2005;h (and may persist longer) after a mixed meal (<xref ref-type="bibr" rid="B30">30</xref>). The combined substrate surplus elevates mitochondrial reactive oxygen species (ROS) [reverse electron transport (RET) at Complex I; high potential at Complex III] within approximately 60&#x2013;180&#x2005;min, taxing antioxidant defenses (mechanistic/preclinical) (<xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B32">32</xref>).</p>
</sec>
<sec id="s2c"><label>2.3</label><title>Vascular and inflammatory cascade (1&#x2013;6&#x2005;h post-meal)</title>
<p>The oxidative burst plus remnant lipoproteins activates the endothelium, lowers bioavailable nitric oxide (NO) (eNOS uncoupling; NOX/xanthine oxidase), and upregulates intercellular adhesion molecule 1/vascular cell adhesion molecule-1 (ICAM-1/VCAM-1). Innate sensors (Toll-like and NOD-like receptors) promote NOD-, LRR-, and pyrin-domain&#x2013;containing protein 3 (NLRP3) inflammasome assembly, raising interleukin 1&#x03B2; (IL-1&#x03B2;) and interleukin 6 (IL-6); obesity amplifies these inputs via adipose-derived cytokines and lipotoxic mediators, reinforcing a feed-forward loop (<xref ref-type="bibr" rid="B33">33</xref>&#x2013;<xref ref-type="bibr" rid="B35">35</xref>).</p>
</sec>
<sec id="s2d"><label>2.4</label><title>Microbiome-Endocrine integration (hours to days)</title>
<p>Dysbiosis reshapes the bile-acid pool via microbial bile-salt hydrolase (BSH) activity, modulating farnesoid X receptor/Takeda G-protein-coupled receptor 5 (FXR/TGR5) signaling (preclinical), and microbiota-derived bile acids/short-chain fatty acids (SCFAs) can influence L-cell GLP-1 secretion, helping explain variability in subsequent postprandial responses (foundational preclinical listed in <xref ref-type="sec" rid="s11">Supplementary Table S1</xref>; contemporary human/preclinical syntheses) (<xref ref-type="bibr" rid="B36">36</xref>&#x2013;<xref ref-type="bibr" rid="B38">38</xref>).</p>
</sec>
<sec id="s2e"><label>2.5</label><title>Clinical relevance and paradigm implications</title>
<p>Together, these nodes explain why the height and duration of post-meal peaks predict carotid-intima thickening and incident cardiovascular events independent of fasting markers (<xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B40">40</xref>). With this theoretical framework, postprandial metabolism can be rapidly identified for targeted intervention; <xref ref-type="fig" rid="F1">Figure&#x00A0;1</xref> represents the interconnected network that links high nutrient intake with endothelial damage, insulin insensitivity, and hepatic lipid accumulation.</p>
<fig id="F1" position="float"><label>Figure 1</label>
<caption><p>Integrated network of the six primary drivers of postprandial dysmetabolism. The diagram illustrates how (1) impaired insulin&#x2013;PI3K&#x2013;Akt signaling, (2) delayed clearance of chylomicron-derived remnants, (3) mitochondrial redox overflow, (4) endothelial nitric-oxide depletion, (5) inflammasome-driven cytokine release, and (6) microbiota-mediated shifts in bile-acid and short-chain-fatty-acid profiles interact within min after a mixed meal. Bidirectional arrows highlight feed-forward loops&#x2014;ROS amplifying endothelial activation, remnant lipids fueling NLRP3 assembly, and butyrate modulating GLP-1&#x2014;that transform transient surges into chronic cardiometabolic stress. PI3K, phosphoinositide-3-kinase; Akt, protein kinase B; ROS, reactive oxygen species; NLRP3, NOD-, LRR-, and pyrin-domain&#x2013;containing protein 3 (inflammasome); GLP-1, glucagon-like peptide 1; SCFA, short-chain fatty acid; NO, nitric oxide.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fcvm-12-1655889-g001.tif"><alt-text content-type="machine-generated">Flowchart illustrating the effects of a mixed meal. Central hexagon with a plate, surrounded by arrows linking other hexagons: Insulin-PI3K-Akt disruption (0-30 min), Delayed chylomicron clearance (2-8 hours), Mitochondrial redox overflow (30 min-2 hours), Endothelial NO depletion (1-4 hours), NLRP3 inflammasome activation (2-6 hours), and Microbiota-SCFA &#x0026; bile-acid shifts (hours-days). Each hexagon features related icons and text.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s2f"><label>2.6</label><title>Glucose metabolism and insulin resistance</title>
<sec id="s2f1"><label>2.6.1</label><title>Normal postprandial insulin signaling</title>
<p>In metabolically healthy adults, a meal elicits insulin secretion within 5&#x2013;10&#x2005;min. Circulating insulin binds to the insulin receptor (IR) in target tissues, resulting in autophosphorylation of the receptor as well as phosphorylation of IRS-1/2. IRS-1/2 recruits PI3K, generating PIP3 that recruits Akt to the membrane, where phosphoinositide-dependent kinase 1 and mammalian target of rapamycin Complex 2 (mTORC2) activate Akt (<xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B40">40</xref>).</p>
</sec>
<sec id="s2f2"><label>2.6.2</label><title>Glucose uptake and metabolic integration</title>
<p>Akt phosphorylation of AS160 relieves Rab-GTPase restraint and drives GLUT4 vesicle fusion with the plasma membrane, enabling rapid glucose uptake. In parallel, Akt inhibits glycogen-synthase-kinase-3&#x03B2; to promote glycogen synthesis and&#x2014;via mTORC1&#x2014;supports protein synthesis and cell growth. Energy-sensing by adenosine monophosphate-activated protein kinase (AMPK) complements this program by enhancing GLUT4 trafficking and fatty-acid oxidation when the adenosine monophosphate/adenosine triphosphate (AMP/ATP) ratio rises, sustaining postprandial metabolic flexibility (<xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B42">42</xref>).</p>
</sec>
<sec id="s2f3"><label>2.6.3</label><title>Temporal dynamics and individual variation</title>
<p>Nonetheless, postprandial glucose clearance varies substantially with age, fitness, genetics, and meal timing. In PREDICT 1, glycemic responses to identical meals showed large between-person differences with strong person-specific predictability (r&#x2009;&#x003D;&#x2009;0.77) (mixed-risk adults; <italic>n</italic>&#x2009;&#x2248;&#x2009;1,100; standardized test meals approximately 500&#x2013;900&#x2005;kcal with varied macronutrient composition; capillary glucose/CGM sampling 0&#x2013;4&#x2005;h) (<xref ref-type="bibr" rid="B43">43</xref>). Variants at circadian loci (MTNR1B rs10830963, CRY2 rs12419690) relate to diurnal glycemic control (UK Biobank adults; <italic>n</italic>&#x2009;&#x2248;&#x2009;420,000; random serum glucose linked to time-of-day; replication Estonian Biobank <italic>n</italic> approximately 100,000; 24&#x2005;h cosinor modeling; not a meal test) (<xref ref-type="bibr" rid="B44">44</xref>). This heterogeneity underscores limits of one-size-fits-all diagnostics and supports personalized postprandial monitoring, including CGM-guided dietary interventions that outperform standard advice in randomized trials (<xref ref-type="bibr" rid="B45">45</xref>, <xref ref-type="bibr" rid="B46">46</xref>).</p>
</sec>
<sec id="s2f4"><label>2.6.4</label><title>Inflammatory disruption of insulin sensitivity</title>
<p>Repeated exposure to saturated fats and refined carbohydrates activates pro-inflammatory kinases&#x2014; I&#x03BA;B kinase beta (IKK&#x03B2;) and c-Jun N-terminal kinase 1 (JNK-1)&#x2014;that serine-phosphorylate IRS-1, impairing tyrosine phosphorylation and PI3K recruitment (preclinical) (<xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B40">40</xref>). This molecular injury contributes to selective insulin resistance, where metabolic signaling decreases while inflammatory/lipogenic pathways remain active.</p>
</sec>
<sec id="s2f5"><label>2.6.5</label><title>Tissue-specific insulin resistance</title>
<p>Consequences differ by tissue. Skeletal muscle (approximately 80 percent of postprandial glucose disposal) develops GLUT4 translocation defects that limit uptake (<xref ref-type="bibr" rid="B47">47</xref>&#x2013;<xref ref-type="bibr" rid="B49">49</xref>); the liver maintains gluconeogenesis/glycogenolysis despite hyperinsulinemia, sustaining hyperglycemia; and adipose tissue insulin resistance augments lipolysis and circulating FFAs, further propagating insulin resistance across organs (<xref ref-type="bibr" rid="B50">50</xref>).</p>
</sec>
</sec>
<sec id="s2g"><label>2.7</label><title>Postprandial lipemia, triglyceride clearance, and lipotoxicity</title>
<sec id="s2g1"><label>2.7.1</label><title>Normal postprandial triglyceride processing</title>
<p>After a mixed meal, dietary triglycerides are assembled into intestinal chylomicrons (CM) and reach the bloodstream via lymph within 30&#x2013;60&#x2005;min. Clearance depends on LPL and its endothelial anchor GPIHBP1 at capillaries of adipose tissue and skeletal muscle, enabling efficient intravascular hydrolysis and tissue uptake (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B51">51</xref>).</p>
</sec>
<sec id="s2g2"><label>2.7.2</label><title>Insulin-mediated regulation of lipid clearance</title>
<p>Physiologic postprandial insulin acutely increases LPL activity (e.g., post-heparin LPL) and promotes LPL trans-endothelial positioning via GPIHBP1 (<xref ref-type="bibr" rid="B52">52</xref>&#x2013;<xref ref-type="bibr" rid="B56">56</xref>). Structural features of GPIHBP1 that accelerate LPL capture and luminal presentation have been defined (preclinical/biophysical) (<xref ref-type="bibr" rid="B53">53</xref>, <xref ref-type="bibr" rid="B54">54</xref>). In insulin-sensitive states, this coordination rapidly hydrolyzes CM triglycerides, yielding controlled rises in tissue FFAs and minimal TRL remnants, with most clearance completed by approximately 2&#x2013;4&#x2005;h (<xref ref-type="bibr" rid="B55">55</xref>, <xref ref-type="bibr" rid="B56">56</xref>).</p>
</sec>
<sec id="s2g3"><label>2.7.3</label><title>Pathological disruption of TRL metabolism</title>
<p>Insulin resistance lowers adipose LPL expression and raises endogenous LPL inhibitors&#x2014; angiopoietin-like protein 3/angiopoietin-like protein 4 (ANGPTL3/ANGPTL4) and apolipoprotein C3 (APOC3)&#x2014;slowing TRL hydrolysis and extending the lipemic phase from approximately 4&#x2013;6&#x2005;h to 8&#x2013;12&#x2005;h or longer, thereby sustaining exposure to atherogenic remnant particles (<xref ref-type="bibr" rid="B57">57</xref>&#x2013;<xref ref-type="bibr" rid="B59">59</xref>).</p>
</sec>
<sec id="s2g4"><label>2.7.4</label><title>Vascular consequences of remnant accumulation</title>
<p>Small TRL remnants penetrate and are retained within the arterial intima (<xref ref-type="bibr" rid="B60">60</xref>, <xref ref-type="bibr" rid="B61">61</xref>). They can be taken up by intimal macrophages&#x2014;promoting foam-cell formation&#x2014;and amplify chemokine/cytokine production, leukocyte adhesion, and vascular inflammation. This remnant-driven process contributes to residual atherosclerotic cardiovascular disease (ASCVD) risk beyond LDL-C lowering (<xref ref-type="bibr" rid="B61">61</xref>, <xref ref-type="bibr" rid="B62">62</xref>).</p>
</sec>
<sec id="s2g5"><label>2.7.5</label><title>Hepatic lipid overload and MASLD progression</title>
<p>Elevated postprandial triglycerides create a &#x201C;dual-TRL hit&#x201D; to the liver: increased FFA influx (from impaired peripheral clearance and heightened lipolysis) fosters re-esterification and VLDL secretion, while CM remnants add lipid/cholesterol cargo. Together these inputs magnify dyslipidemia and drive hepatic steatosis and progression toward MASLD (<xref ref-type="bibr" rid="B63">63</xref>, <xref ref-type="bibr" rid="B64">64</xref>).</p>
</sec>
<sec id="s2g6"><label>2.7.6</label><title>Cellular lipotoxicity and metabolic dysfunction</title>
<p>Excess FFAs generate diacylglycerol and ceramides that activate novel protein kinase C (PKC) isoforms, disrupt IR/IRS phosphorylation, and impair GLUT4 translocation, producing metabolic inflexibility with reduced glucose uptake and sustained hyperglycemia (<xref ref-type="bibr" rid="B65">65</xref>, <xref ref-type="bibr" rid="B66">66</xref>).</p>
</sec>
<sec id="s2g7"><label>2.7.7</label><title>Inflammatory amplification and clinical biomarkers</title>
<p>Oxidized remnants and FFAs stimulate toll-like receptor 4 (TLR4), driving nuclear factor kappa-light-chain-enhancer of activated B cells (NF-<italic>&#x03BA;</italic>B) signaling, upregulate NOX2/NOX4, and elevate IL-6 and tumor necrosis factor-alpha (TNF-&#x03B1;), while IL-1&#x03B2; can rise via inflammasome activation. In population settings, triglyceride incremental area under the curve (iAUC)&#x2009;&#x003E;&#x2009;5&#x2005;mmol&#x00B7;h&#x00B7;L<sup>&#x2212;1</sup> associates with approximately 25 percent higher IL-6 within 4&#x2005;h, supporting this metric as a prognostic marker of lipemic&#x2013;inflammatory burden (<xref ref-type="bibr" rid="B67">67</xref>, <xref ref-type="bibr" rid="B68">68</xref>). This environment decreases the bioavailability of endothelial NO and reinforces insulin resistance, closing the pathophysiological cycle (<xref ref-type="bibr" rid="B66">66</xref>, <xref ref-type="bibr" rid="B69">69</xref>).</p>
</sec>
<sec id="s2g8"><label>2.7.8</label><title>Targeted therapeutic approaches</title>
<p>APOC3 antisense/siRNA accelerate CM and VLDL clearance, lowering peak postprandial triglycerides by up to approximately 45 percent in controlled trials (<xref ref-type="bibr" rid="B70">70</xref>, <xref ref-type="bibr" rid="B71">71</xref>). ANGPTL3 inhibition (and to a lesser extent ANGPTL4) relieves LPL suppression, enhancing triglycerides hydrolysis and reducing remnants (<xref ref-type="bibr" rid="B72">72</xref>). Fibroblast growth factor 21 analogs improve hepatic &#x03B2;-oxidation and lower VLDL output, showing promise for MASLD-associated dyslipidemia (<xref ref-type="bibr" rid="B73">73</xref>).</p>
</sec>
</sec>
<sec id="s2h"><label>2.8</label><title>Oxidative and mitochondrial stress in the postprandial window</title>
<p>A meal is more than caloric delivery&#x2014;it is an acute redox challenge. Min after absorption, mitochondrial and enzymatic sources of ROS stimulate and briefly overcome endogenous antioxidant defenses. In healthy individuals this transient &#x201C;spark&#x201D; is hormetic, fine-tuning insulin action and vascular tone; in insulin-resistant or metabolic-syndrome phenotypes, the ROS pulse is higher and longer, synergizing with hyperglycemia and chylomicronemia to oxidize lipids/proteins, quench endothelial NO, and activate inflammasome/kinase pathways, feeding forward into endothelial dysfunction and insulin resistance (<xref ref-type="bibr" rid="B74">74</xref>, <xref ref-type="bibr" rid="B75">75</xref>). Clinically, high-fat mixed meals reduce brachial-artery flow-mediated dilation (FMD) by approximately 1 percentage point at 2&#x2013;4&#x2005;h, placing peak vascular impairment squarely in the 60&#x2013;180&#x2005;min postprandial window (<xref ref-type="bibr" rid="B76">76</xref>). A concise mapping of sequelae, mechanisms, timing and read-outs is provided in <xref ref-type="table" rid="T1">Table&#x00A0;1</xref>.</p>
<table-wrap id="T1" position="float"><label>Table 1</label>
<caption><p>Oxidative-stress sequelae and clinical read-outs.</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">Consequence</th>
<th valign="top" align="center">Core mechanistic driver (concise)</th>
<th valign="top" align="center">Peak window post-meal (typical)</th>
<th valign="top" align="center">Primary read-outs (preferred)</th>
<th valign="top" align="center">Assay notes/standardization</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Endothelial dysfunction</td>
<td valign="top" align="left">Superoxide reacts with NO to generate peroxynitrite; eNOS uncoupling from tetrahydrobiopterin depletion; NOX2/XO-derived ROS (<xref ref-type="bibr" rid="B77">77</xref>, <xref ref-type="bibr" rid="B78">78</xref>).</td>
<td valign="top" align="left">1&#x2013;4&#x2005;h</td>
<td valign="top" align="left">Brachial-artery FMD (&#x0025; change vs. baseline); plasma nitrite/nitrate; sNOX2-dp (if available)</td>
<td valign="top" align="left">Control caffeine/smoking and cuff/segment; adjust for baseline diameter; typical FMD drop &#x2248;1 percentage point at 2&#x2013;4&#x2005;h</td>
</tr>
<tr>
<td valign="top" align="left">Inflammasome/innate immune activation</td>
<td valign="top" align="left">ROS activate IKK&#x03B2;/JNK; these kinases recruit and oligomerize the NLRP3, which then activates caspase-1 (<xref ref-type="bibr" rid="B79">79</xref>, <xref ref-type="bibr" rid="B80">80</xref>).</td>
<td valign="top" align="left">2&#x2013;6&#x2005;h</td>
<td valign="top" align="left">Plasma IL-1&#x03B2; and IL-18</td>
<td valign="top" align="left">Exclude acute infection; standardize timing and pre-analytical handling; freeze&#x2013;thaw affects cytokines</td>
</tr>
<tr>
<td valign="top" align="left">&#x03B2;-cell stress and loss</td>
<td valign="top" align="left">Persistent ROS oxidize ER chaperones, forcing prolonged unfolded-protein-response signaling through PERK and eIF2&#x03B1;; the downstream rise in CHOP and caspase-3 expression accelerates pancreatic &#x03B2;-cell apoptosis (<xref ref-type="bibr" rid="B81">81</xref>).</td>
<td valign="top" align="left">Hours&#x2013;days (magnified with repeated loads)</td>
<td valign="top" align="left">Proinsulin-insulin ratio (clinical proxy)</td>
<td valign="top" align="left">No direct plasma marker of &#x03B2;-cell apoptosis; interpret with glucose/FFA</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="table-fn1"><p>NO, nitric oxide; eNOS, endothelial nitric-oxide synthase; NOX, NADPH-oxidase; FMD, flow-mediated dilation; ROS, reactive oxygen species; IKK&#x03B2;, inhibitor-of-&#x03BA;B-kinase-&#x03B2;; JNK, c-Jun N-terminal kinase; NLRP3, NOD-, LRR- and pyrin-domain&#x2013;containing protein 3; IL, interleukin; PERK, protein-kinase R&#x2013;like ER kinase; eIF2&#x03B1;, eukaryotic initiation factor 2&#x03B1;; CHOP, C/EBP homologous protein (pro-apoptotic factor); FFA, free fatty acids.</p></fn>
<fn id="table-fn2"><p>Standardization details for platforms and pre-analytical handling are summarized in <xref ref-type="sec" rid="s11">Supplementary Table S1</xref>.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>Mechanistically, rapid substrate overflow raises the nicotinamide adenine dinucleotide (NADH:NAD<sup>&#x002B;</sup>) and flavin adenine dinucleotide, reduced: flavin adenine dinucleotide (FADH&#x2082;:FAD) ratios, hyper-reduces CoQ, and favors RET at Complex I&#x2014;an efficient <italic>in vivo</italic> superoxide source&#x2014;while Complex III contributes under high membrane potential (<xref ref-type="bibr" rid="B82">82</xref>, <xref ref-type="bibr" rid="B83">83</xref>). Parallel nutrient cues (acute hyperglycemia; TRL remnants) activate PKC&#x2014;especially PKC-&#x03B2;&#x2014;driving p47^phox translocation and NOX2/NOX4 activation; tetrahydrobiopterin depletion uncouples eNOS, and xanthine oxidase adds to ROS supply&#x2014;together producing a convergent, multi-organ burst that typically peaks at 1&#x2013;3&#x2005;h (<xref ref-type="bibr" rid="B84">84</xref>&#x2013;<xref ref-type="bibr" rid="B87">87</xref>).</p>
<p>In healthy muscle and endothelium, the postprandial ROS burst is normally self-limited by nuclear factor erythroid 2&#x2013;related factor 2 (Nrf2)&#x2013;driven induction of glutathione peroxidase, catalase, and heme oxygenase-1 (<xref ref-type="bibr" rid="B88">88</xref>&#x2013;<xref ref-type="bibr" rid="B91">91</xref>). In metabolic-syndrome/MASLD phenotypes, Nrf2 tone and circulating antioxidants (e.g., bilirubin, paraoxonase-1) are diminished, shifting the balance toward peroxynitrite formation, LDL oxidation, and redox-sensitive inflammatory signaling (<xref ref-type="bibr" rid="B92">92</xref>&#x2013;<xref ref-type="bibr" rid="B94">94</xref>). With repeated meals, unresolved redox stress extends beyond the 1&#x2013;3&#x2005;h window and engages &#x03B2;-cell unfolded-protein-response pathways [protein-kinase R&#x2013;like ER kinase (PERK); eukaryotic initiation factor 2&#x03B1; eIF2&#x03B1;]), driving CHOP/caspase-3 and increasing vulnerability to apoptosis. There is no direct plasma marker of &#x03B2;-cell death; in practice, an elevated proinsulin:insulin ratio serves as a crude stress proxy (<xref ref-type="bibr" rid="B81">81</xref>).</p>
<p>Human translational data strengthen causality: reducing mitochondrial oxidants alleviates lipid-induced muscle insulin resistance, and postprandial metabolomics consistently show acylcarnitine signatures compatible with mitochondrial redox pressure and PDH inhibition during mixed-meal challenges (<xref ref-type="bibr" rid="B95">95</xref>, <xref ref-type="bibr" rid="B96">96</xref>).</p>
<sec id="s2h1"><label>2.8.1</label><title>Translational clues from intervention trials</title>
<p>Superoxide reacts with endothelial NO to generate peroxynitrite; the associated NO loss aligns with an approximately 1 absolute percentage-point decrement in brachial-artery FMD at 2&#x2013;4&#x2005;h after a single high-fat meal (<xref ref-type="bibr" rid="B76">76</xref>&#x2013;<xref ref-type="bibr" rid="B78">78</xref>). ROS also signal through IKK&#x03B2;/JNK to promote NLRP3 inflammasome assembly, increasing IL-1&#x03B2; and IL-18 (<xref ref-type="bibr" rid="B79">79</xref>, <xref ref-type="bibr" rid="B80">80</xref>).
<list list-type="simple">
<list-item><label>&#x2013;</label>
<p><bold>Polyphenols boluses.</bold> Acute, meal-time polyphenols attenuate oxidative stress and can preserve endothelial function in standardized high-fat challenges (<xref ref-type="bibr" rid="B97">97</xref>). Examples include: (i) grape-seed extract taken 1&#x2005;h pre-meal lowered oxide LDL and glucose exposure without changing insulin (metabolic-syndrome adults; <italic>n</italic>&#x2009;&#x003D;&#x2009;12; approximately 670&#x2005;kcal mixed meal, approximately 40 percent fat/ approximately 50 percent carbohydrate; sampling 0&#x2013;5&#x2005;h) (<xref ref-type="bibr" rid="B98">98</xref>); (ii) grape-pomace extract co-ingested with a high-fat meal modulated oxidative-stress biomarkers with body mass index-stratified effects (healthy women; <italic>n</italic>&#x2009;&#x003D;&#x2009;18; 1,131&#x2005;kcal high-fat meal, 66.7 percent fat; sampling 0&#x2013;6&#x2005;h) (<xref ref-type="bibr" rid="B99">99</xref>); and (iii) a high-flavanol cocoa beverage [150&#x2005;mg (&#x2212;)-epicatechin] co-ingested with a high-fat load preserved FMD during a standardized ischemia&#x2013;reperfusion stress paradigm vs. a low-flavanol control (young healthy adults; <italic>n</italic>&#x2009;&#x003D;&#x2009;23; high-fat meal with 56.5&#x2005;g fat; FMD assessed approximately 1.5&#x2013;3.0&#x2005;h post-meal) (<xref ref-type="bibr" rid="B100">100</xref>).</p></list-item>
<list-item><label>&#x2013;</label>
<p><bold>Targeting NADPH-oxidases.</bold> Setanaxib (a selective NOX1/4 inhibitor) shows clinical signals in primary biliary cholangitis; postprandial vascular-endpoint trials (e.g., FMD, carotid-femoral pulse wave velocity) are still needed (primary biliary cholangitis; adults; randomized, placebo-controlled phase 2; <italic>n</italic>&#x2009;&#x003D;&#x2009;111; no test meal; 24 weeks; primary endpoint&#x2009;&#x003D;&#x2009;&#x0025;&#x0394;GGT; secondary&#x2009;&#x003D;&#x2009;ALP, liver stiffness, fatigue; vascular endpoints not assessed) (<xref ref-type="bibr" rid="B69">69</xref>).</p></list-item>
<list-item><label>&#x2013;</label>
<p><bold>N-acetylcysteine (NAC).</bold> A single-blinded, placebo-controlled crossover in hypertensive adults showed that oral NAC (600&#x2005;mg) reduced thiolated albumin (Thio-HSA) by approximately 25 percent at 60&#x2005;min and i.v. NAC lowered it by approximately 69 percent at 30&#x2005;min, with increased plasma antioxidant capacity&#x2014;supporting rapid <italic>in vivo</italic> mercaptoalbumin regeneration relevant to the 0&#x2013;3&#x2005;h postprandial window (no meal challenge) (hypertensive adults; <italic>n</italic>&#x2009;&#x003D;&#x2009;6; oral or i.v. NAC; sampling 0&#x2013;6&#x2005;h) (<xref ref-type="bibr" rid="B84">84</xref>).</p></list-item>
<list-item><label>&#x2013;</label>
<p><bold>Mitochondria-targeted antioxidants.</bold> During lipid/heparin infusion clamps (not a meal), intravenous mitoquinone increased insulin-stimulated leg glucose uptake and reduced ex vivo mitochondrial H&#x2082;O&#x2082; emission in adult humans, directly linking mitochondrial oxidants to insulin resistance [adults; <italic>n</italic>&#x2009;&#x003D;&#x2009;10 (mitoquinone arm <italic>n</italic>&#x2009;&#x003D;&#x2009;9); 3&#x2005;h intravenous lipid infusion&#x2009;&#x002B;&#x2009;hyperinsulinemic&#x2013;isoglycemic clamp; leg glucose uptake and muscle respirometry assessed approximately 30&#x2013;120&#x2005;min] (<xref ref-type="bibr" rid="B96">96</xref>).</p></list-item>
</list>Taken together, exaggerated ROS generation paired with an insufficient antioxidant response creates a modifiable hinge between nutrient overload and downstream vascular&#x2013;metabolic injury. Curbing ROS production (e.g., NADPH-oxidase blockade, improved mitochondrial efficiency) or reinforcing endogenous defenses (Nrf2 activators, thiol donors, polyphenol-rich foods) may help re-establish the brief, adaptive nature of the postprandial redox signal (<xref ref-type="bibr" rid="B74">74</xref>, <xref ref-type="bibr" rid="B75">75</xref>).</p>
<p><bold>Note.</bold> Dedicated postprandial RCTs with vascular endpoints are lacking; current evidence supports a mechanistic, rapid thiol-replenishing action of NAC that is plausibly relevant to the 0&#x2013;3&#x2005;h window (<xref ref-type="bibr" rid="B84">84</xref>).</p>
</sec>
</sec>
<sec id="s2i"><label>2.9</label><title>Endothelial activation and vascular inflammation</title>
<p>The vascular endothelium is the first interface to encounter postprandial blood. Under physiological conditions it releases NO, maintains an antithrombotic surface, and regulates nutrient delivery. Within min of a mixed meal, concurrent exposure to glucose, CM remnants, FFA, gut-derived lipopolysaccharide (LPS), and a burst of ROS can shift this interface toward a pro-inflammatory, vasoconstrictive phenotype&#x2014;a shift amplified in obesity, MASLD, and chronic kidney disease (<xref ref-type="bibr" rid="B101">101</xref>, <xref ref-type="bibr" rid="B102">102</xref>).
<list list-type="simple">
<list-item><label>&#x2013;</label>
<p><bold>Mineral stress and calciprotein particles (CPP).</bold> In chronic kidney disease, calcium&#x2013;phosphate nanocrystals coated with fetuin-A circulate as CPPs. These colloids bind TLR4 on endothelial cells, activate NF-&#x03BA;B, upregulate VCAM-1/ICAM-1, and suppress eNOS phosphorylation; intravenous CPPs reproduce this injury pattern in ApoE-knockout mice (preclinical), underscoring systemic vasculotoxicity (<xref ref-type="bibr" rid="B103">103</xref>).</p></list-item>
<list-item><label>&#x2013;</label>
<p><bold>Canonical cytokine signaling.</bold> TNF-&#x03B1;, IL-1&#x03B2;, and IL-6 converge on endothelial NOX2/NOX4, raising superoxide and uncoupling eNOS, thereby reducing bioavailable NO and impairing vasodilation. In meal tests, postprandial FMD falls within approximately 2&#x2013;4&#x2005;h (magnitude protocol-dependent) (<xref ref-type="bibr" rid="B104">104</xref>, <xref ref-type="bibr" rid="B105">105</xref>).</p></list-item>
<list-item><label>&#x2013;</label>
<p><bold>Renin&#x2013;angiotensin&#x2013;YAP/TEAD crosstalk.</bold> Angiotensin II activates YAP; nuclear YAP partners with TEAD factors to drive a VCAM-1 promoter, sustaining leukocyte adhesion. Verteporfin (YAP&#x2013;TEAD disruptor) or endothelial YAP knockdown restores FMD and lowers VCAM-1 in mouse models (preclinical), highlighting a druggable redox-sensitive switch (<xref ref-type="bibr" rid="B106">106</xref>).</p></list-item>
<list-item><label>&#x2013;</label>
<p><bold>Gut&#x2013;vascular signaling.</bold> Metabolic endotoxemia (chronically elevated LPS from increased intestinal permeability) engages endothelial TLR4, boosts ROS, and further uncouples eNOS; TLR4 antagonism or antioxidant therapy rescues NO signaling and barrier integrity in cell and animal models (preclinical), linking dysbiosis to vascular dysfunction (<xref ref-type="bibr" rid="B107">107</xref>).</p></list-item>
</list></p>
<sec id="s2i1"><label>2.9.1</label><title>Clinical snapshots</title>
<list list-type="simple">
<list-item><label>&#x2013;</label>
<p><bold>Obesity:</bold> postprandial endothelial impairment is exaggerated; miR-485 mimics suppress NOX4, lower VCAM-1, and improve FMD in obese mice (preclinical) (<xref ref-type="bibr" rid="B108">108</xref>).</p></list-item>
<list-item><label>&#x2013;</label>
<p><bold>Human NOX2 signal:</bold> high-fat meals provoke a rapid NOX2-dependent ROS burst; intravenous NOX2 blockade or a polyphenol-rich beverage at mealtime preserves endothelial function despite lipid load (human/challenge) (<xref ref-type="bibr" rid="B78">78</xref>, <xref ref-type="bibr" rid="B104">104</xref>).</p></list-item>
</list>
<p>Oxidative&#x2013;inflammatory endothelial injury sits at the crossroads of mineral imbalance, intestinal dysbiosis, systemic cytokines, and classic cardiometabolic risk. Limiting ROS generation (e.g., NOX inhibitors, improved mitochondrial efficiency), disrupting maladaptive transcriptional responses (YAP, NF-<italic>&#x03BA;</italic>B), and reinforcing NO signaling may complement lipid- and blood-pressure&#x2013;lowering strategies in restoring vascular health.</p>
</sec>
</sec>
<sec id="s2j"><label>2.10</label><title>Inflammation and innate-immune activation</title>
<p>A mixed meal elicits a rapid innate-immune pulse (0&#x2013;6&#x2005;h): gut-derived LPS and other danger signals reach the portal circulation within 30&#x2013;60&#x2005;min, priming monocytes/macrophages. In metabolically healthy adults the surge resolves quickly; proinflammatory baseline, genetic liability, or frequent energy-dense meals amplify and prolong the response (<xref ref-type="bibr" rid="B109">109</xref>, <xref ref-type="bibr" rid="B110">110</xref>).
<list list-type="simple">
<list-item><label>&#x2013;</label>
<p><bold>Innate sensors and cytokine kinetics.</bold> The NLRP3 inflammasome is a key nutrient-danger hub: a phosphate-enriched breakfast doubles caspase-1 activity in human monocytes and elevates IL-1&#x03B2;/IL-6 with approximately 2&#x2005;h peak that wanes by approximately 6&#x2005;h (<xref ref-type="bibr" rid="B111">111</xref>). TLR4 is activated by saturated fatty acids and CM remnants, driving dependent upregulation of VCAM-1 and ICAM-1, mechanistically linking dyslipidemia to endothelial dysfunction (<xref ref-type="bibr" rid="B110">110</xref>). Outside the vasculature, a fat bolus triggers hypothalamic astrocyte swelling and microglial activation by approximately 4&#x2005;h in mice (preclinical) (<xref ref-type="bibr" rid="B112">112</xref>).</p></list-item>
<list-item><label>&#x2013;</label>
<p><bold>Inter-individual variation.</bold> Host phenotype shapes the wave&#x0027;s height/duration: older adults with cardiometabolic risk generate approximately 40 percent higher peaks in IL-1&#x03B2;, C-reactive protein (CRP), and soluble ICAM-1 than healthy peers (<xref ref-type="bibr" rid="B113">113</xref>). APOE <italic>&#x03B5;</italic>4 carriers mount approximately 2&#x00D7; postprandial rises in CRP/endothelial-activation markers vs. <italic>&#x03B5;</italic>3/&#x03B5;3 (<xref ref-type="bibr" rid="B114">114</xref>). Monocyte-subset dynamics also differ: CD14<sup>&#x002B;</sup><sup>&#x002B;</sup>CD16<sup>&#x002B;</sup><sup>&#x002B;</sup>; cells persist at 4&#x2005;h in older adults but contract by approximately 50 percent in younger adults&#x2014;evidence of innate-immune &#x201C;memory&#x201D; with aging (<xref ref-type="bibr" rid="B115">115</xref>).</p></list-item>
<list-item><label>&#x2013;</label>
<p><bold>Microbiome modulation and trained immunity.</bold> Lower butyrate output is associated with sharper IL-6 and glycosylated acute-phase reactants (GlycA) peaks, an effect magnified by variants in sodium-coupled monocarboxylate transporter 1 [solute carrier Family 5 Member 8 (SLC5A8) or free fatty acid receptors 2 and 3 (FFAR2/3)] (<xref ref-type="bibr" rid="B116">116</xref>). Beyond innate signals, a single high-fat/high-sugar challenge can remodel T-cell chromatin at NF-&#x03BA;B&#x2013; signal transducer and activator of transcription motifs and increase IL-17A for &#x2265;1 week, consistent with diet-induced trained immunity (<xref ref-type="bibr" rid="B117">117</xref>).</p></list-item>
<list-item><label>&#x2013;</label>
<p><bold>Implications and levers.</bold> The amplified cytokine environment accelerates vascular injury, upregulates endothelial adhesion molecules, and drives insulin resistance. Practical levers include boosting butyrate (resistant starch, inulin-type fructans), tempering TLR4 signaling (marine omega-3 fatty acids), and inhibiting NLRP3/ROS sources (mitochondrial antioxidants or NOX2 inhibitors), alongside post-meal physical-activity &#x201C;snacks&#x201D;.</p></list-item>
</list></p>
</sec>
<sec id="s2k"><label>2.11</label><title>Gut microbiota&#x2013;derived signals in post-meal metabolism</title>
<p>During a mixed meal, host nutrients surge systemically while unabsorbed carbohydrate/protein reach the colon, where microbes generate SCFAs, secondary bile acids, and indoles that enter the portal vein near-synchronously with host substrates. Microbiome features (<italic>&#x03B1;</italic>-diversity; <italic>Bacteroides/Prevotella/Akkermansia</italic>) explain substantial between-person variance in postprandial glycemic and lipemic responses (systematic review of 36 trials; deep-phenotyping cohort <italic>n</italic>&#x2009;&#x003D;&#x2009;1,098) (<xref ref-type="bibr" rid="B118">118</xref>, <xref ref-type="bibr" rid="B119">119</xref>).
<list list-type="simple">
<list-item><label>&#x2013;</label>
<p><bold>Bile acid&#x2013;L-cell axis (preclinical&#x2014;human association).</bold> High BSH activity rapidly deconjugates meal bile acids, increasing ligands for TGR5 on L-cells; in gnotobiotic mice, TGR5 blockade abrogates the GLP-1 surge and its glycemic benefit (preclinical) (<xref ref-type="bibr" rid="B120">120</xref>, <xref ref-type="bibr" rid="B121">121</xref>). In humans, intestinal TGR5 messenger ribonucleic acid together with fecal BSH activity correlates with GLP-1 dynamics, explaining a meaningful fraction of 2-h GLP-1 iAUC variability (<xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B67">67</xref>).</p></list-item>
<list-item><label>&#x2013;</label>
<p><bold>TRL output and clearance (preclinical with human links).</bold> Antibiotic-treated mice show a approximately 35 percent fall in postprandial CM triglycerides paralleling reduced microsomal triglycerides and apoB-48 transcripts; <italic>Bacteroides thetaiotaomicron</italic> recolonization restores both expression and lipemia (preclinical). Indole-acetate suppresses ANGPTL4 via AhR, relieving the LPL brake and accelerating remnant clearance; conversely, microbial stimulation of GLP-2 upregulates enterocyte MTP/apoB-48, doubling CM output&#x2014;effects blunted by a GLP-2R antagonist (preclinical) (<xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B122">122</xref>).</p></list-item>
<list-item><label>&#x2013;</label>
<p><bold>Endocannabinoid and neuro-immune loops (human/preclinical).</bold> In a randomized cross-over study, 2&#x2005;h rises in N-acylethanolamines (e.g., anandamide, oleoylethanolamide) varied inversely with <italic>Fecalibacterium</italic>, with approximately 40 percent larger surges in metabolic syndrome (human) (<xref ref-type="bibr" rid="B123">123</xref>). Microbiota enriched in Enterobacteriaceae associate with sharper IL-6/IL-1&#x03B2; peaks and greater fullness after a Western-style meal, suggesting a gut&#x2013;brain&#x2013;immune loop (human association) (<xref ref-type="bibr" rid="B118">118</xref>). The lipid-lowering effect of endogenous GLP-1 depends on intact vagal afferents and is attenuated by acute fructose, implying neuroendocrine gating of CM handling (preclinical/physiology) (<xref ref-type="bibr" rid="B124">124</xref>).</p></list-item>
<list-item><label>&#x2013;</label>
<p><bold>Microbiota enriched.</bold> In Enterobacteriaceae associate with sharper IL-6/IL-1&#x03B2; peaks and greater fullness after a Western-style meal, suggesting a gut&#x2013;brain&#x2013;immune loop (human association) (<xref ref-type="bibr" rid="B118">118</xref>). The lipid-lowering effect of endogenous GLP-1 depends on intact vagal afferents and is attenuated by acute fructose, implying neuroendocrine gating of CM handling (preclinical/physiology) (<xref ref-type="bibr" rid="B124">124</xref>).</p></list-item>
</list><bold>Note.</bold> Evidence type for each circuit is indicated above; key models/readouts are summarized in <xref ref-type="sec" rid="s11">Supplementary Table S1</xref> (human vs. preclinical).</p>
</sec>
<sec id="s2l"><label>2.12</label><title>Integrative modulators of postprandial metabolism</title>
<p>Post-meal fuel handling emerges from the intersection of cellular energy sensors, multi-organ nutrient sensing, the microbiome, circadian clocks, and adipose&#x2013;endocrine&#x2013;neural feedback. These axes determine whether calories are oxidized, stored, or routed to gluconeogenesis/lipogenesis&#x2014;helping explain person-to-person heterogeneity in glycemic and lipemic excursions.
<list list-type="simple">
<list-item><label>1)</label>
<p><bold>Cellular energy sensors (AMPK&#x2013;mTORC1&#x2013; Sirtuin-1).</bold> When ATP falls, AMPK restrains mTORC1 and shifts flux toward fatty-acid oxidation/autophagy; higher NAD<sup>&#x002B;</sup>/NADH activates sirtuin 1 (SIRT1), deacetylating PGC-1&#x03B1;/FOXO to support mitochondrial biogenesis and antioxidant defense. In the fed state, Akt re-engages mTORC1 to promote anabolism. Disrupting this AMPK&#x2013;mTOR&#x2013;SIRT1 switch accelerates steatosis, endothelial dysfunction, and insulin resistance (<xref ref-type="bibr" rid="B125">125</xref>, <xref ref-type="bibr" rid="B126">126</xref>).</p></list-item>
<list-item><label>2)</label>
<p><bold>Epithelial/host-context modulation.</bold> In the intestinal epithelium, selective repression of IRS&#x2013;PI3K&#x2013;Akt drives FOXO nuclear entry, tightens junctions, lowers paracellular permeability, and can lower systemic triglycerides/glucose; hyperactivation does the opposite (preclinical) (<xref ref-type="bibr" rid="B127">127</xref>). Host factors further rewire this axis: SARS-CoV-2 proteins perturb IRS adaptors and upregulate suppressor of cytokine signaling-3, blunting Akt and contributing to <italic>de novo</italic> insulin resistance (human mechanistic/observational), while estrogen receptor-&#x03B1; scaffolds IRS-1 to bolster Akt&#x2013;mTORC2 (mechanistic; sex-difference context) (<xref ref-type="bibr" rid="B128">128</xref>, <xref ref-type="bibr" rid="B129">129</xref>). With chronic hypoinsulinemia (type 1 diabetes), liver IRS-2 falls as muscle AMPK/SIRT1 compensates&#x2014;an adaptive multi-omics &#x201C;rewiring&#x201D; (<xref ref-type="bibr" rid="B130">130</xref>).</p></list-item>
<list-item><label>3)</label>
<p><bold>Multi-organ nutrient sensing (gut&#x2013;brain&#x2013;pancreas).</bold> Hypothalamic glucose-responsive neurons (GLUT2/ATP-sensitive potassium channel) and carnitine palmitoyltransferase 1C-positive neurons sense sugars and long-chain acyl-CoAs; L-cells convert luminal nutrient signals (SGLT-1; FFAR1/4; GPR119) into GLP-1/GIP/Peptide YY that reach the brainstem via vagal afferents. Vagotomy or acute fructose attenuates GLP-1&#x2013;mediated suppression of CM triglycerides by approximately 35 percent, illustrating gut&#x2013;brain control of postprandial lipemia (<xref ref-type="bibr" rid="B124">124</xref>). Microbial butyrate/indoles further tune this pathway (preclinical) (<xref ref-type="bibr" rid="B131">131</xref>).</p></list-item>
<list-item><label>4)</label>
<p><bold>Circadian timing.</bold> Core clock genes (brain and muscle ARNT-Like (BMAL1), circadian locomotor output cycles kaput (CLOCK), Period (PER) and cryptochrome (CRY)) gate insulin sensitivity and substrate partitioning. Front-loading energy at breakfast advances clock phase and blunts glucose/ triglycerides excursions, whereas the same load at dinner does the opposite; &#x201C;Big-Breakfast&#x201D; RCTs show approximately 38 percent lower post-meal glucose and upregulated leukocyte CLOCK/BMAL1 (<xref ref-type="bibr" rid="B132">132</xref>&#x2013;<xref ref-type="bibr" rid="B136">136</xref>). Diet-induced thermogenesis is higher mid-afternoon than late night (<xref ref-type="bibr" rid="B137">137</xref>). Hepatic clock disruption increases nocturnal glucose output; intestinal clocks modulate CM assembly, explaining higher night-lipemia in circadian misalignment; PER2-deficient &#x03B2;-cells lose first-phase insulin release (<xref ref-type="bibr" rid="B138">138</xref>&#x2013;<xref ref-type="bibr" rid="B140">140</xref>).</p></list-item>
<list-item><label>5)</label>
<p><bold>Adipose buffering and endocrine&#x2013;neural feedback.</bold> In insulin-sensitive states, microvascular recruitment&#x2009;&#x002B;&#x2009;LPL&#x2009;&#x002B;&#x2009;GLUT4 trap dietary fat in adipose triglycerides stores. First-degree relatives of patients with T2D show approximately 40 percent smaller adipose blood-flow rises and approximately 35 percent greater non-esterified fatty acids (NEFA) spillover during mixed meals (<xref ref-type="bibr" rid="B141">141</xref>&#x2013;<xref ref-type="bibr" rid="B143">143</xref>). LDL-receptor/CD36 density, visceral fat, and daily moderate to vigorous physical activity (MVPA) explain much of the spread in TAG iAUCs (<xref ref-type="bibr" rid="B144">144</xref>, <xref ref-type="bibr" rid="B145">145</xref>). Circadian cues modulate adipose clocks (<xref ref-type="bibr" rid="B132">132</xref>, <xref ref-type="bibr" rid="B146">146</xref>). Brown adipose tissue (BAT) activation via low-protein ketogenic diets or bile-acid signaling flattens triglycerides peaks and raises thermogenesis (human/rodent) (<xref ref-type="bibr" rid="B147">147</xref>). With aging, senescent visceral adipocytes (IL-6/TNF-&#x03B1;) amplify hyperglycemia; time-restricted eating or NAD<sup>&#x002B;</sup> boosters can blunt this signature (<xref ref-type="bibr" rid="B148">148</xref>).</p></list-item>
<list-item><label>6)</label>
<p><bold>Neuro-endocrine crosstalk.</bold> Vagal afferents relay luminal glucose/lipid/stretch to the nucleus tractus solitarius; silencing delays satiation and the return of insulin/GLP-1 to baseline, while optogenetic GLP-1 cell activation triggers nodose firing within approximately 60&#x2005;s (<xref ref-type="bibr" rid="B149">149</xref>, <xref ref-type="bibr" rid="B150">150</xref>). Dopamine released in proportion to dietary glucose enhances GLP-1 signaling in adipose, suppressing lipolysis and limiting NEFA spillover (<xref ref-type="bibr" rid="B151">151</xref>). After bariatric surgery, muted glucagon counter-surges can produce late dumping hypoglycemia, revealing pancreas&#x2013;brain vulnerability (<xref ref-type="bibr" rid="B152">152</xref>). Functional magnetic resonance imaging links oxyntomodulin/GIP to reward-circuit activity; their rapid post-meal rise tempers this signal&#x2014;exaggerated by added sugars (<xref ref-type="bibr" rid="B153">153</xref>, <xref ref-type="bibr" rid="B154">154</xref>). Chemogenetic data suggest the brain sets approximately 30 percent of basal glucose turnover, whereas the pancreas controls approximately 70 percent of postprandial disposal, underscoring gut&#x2013;brain&#x2013;pancreas control of iAUC spread (<xref ref-type="bibr" rid="B155">155</xref>, <xref ref-type="bibr" rid="B156">156</xref>).</p></list-item>
</list>Derailments across these axes&#x2014;AMPK&#x2013;mTOR imbalance, mistimed meals, loss of butyrate-producing microbes, impaired adipose perfusion, or a sluggish incretin&#x2013;vagal relay&#x2014;tilt metabolism toward postprandial hyperglycemia and hypertriglyceridemia. Interventions that align feeding with circadian phase, expand SCFA production, activate GLP-1/GIP receptors, or deploy very-low-energy ketogenic therapy to boost BAT capacity (<xref ref-type="bibr" rid="B130">130</xref>, <xref ref-type="bibr" rid="B138">138</xref>, <xref ref-type="bibr" rid="B157">157</xref>) are rational complements to calorie restriction and exercise, and fit an endocrine-centric MASLD prevention paradigm (<xref ref-type="bibr" rid="B138">138</xref>).</p>
</sec>
</sec>
<sec id="s3"><label>3</label><title>Biomarkers and clinical assessment of postprandial dysmetabolism</title>
<p>A mixed-meal test or CGM best captures postprandial physiology but remains resource-intensive. In practice, clinicians use fasting surrogates that mirror post-meal dynamics. Among them, the triglyceride&#x2013;glucose (TyG) index stands out for consistency, cost, and external validity across settings.</p>
<sec id="s3a"><label>3.1</label><title>Traditional markers and TyG index</title>
<p>The TyG index is calculated from early-morning blood drawn by multiplying fasting triglycerides (milligrams per deciliter) by fasting glucose (milligrams per deciliter), dividing that product by two, and then taking the natural logarithm of the result (<xref ref-type="bibr" rid="B158">158</xref>).
<list list-type="simple">
<list-item><label>&#x2013;</label>
<p><bold>Dynamic signal.</bold> Higher fasting TyG predicts steeper 2&#x2005;h glucose and triglyceride rises on standardized meal tests&#x2014;outperforming homeostatic model assessment for insulin resistance (HOMA-IR) (<xref ref-type="bibr" rid="B159">159</xref>).</p></list-item>
<list-item><label>&#x2013;</label>
<p><bold>Outcomes.</bold> Across large cohorts, elevated TyG associates with faster carotid intima-media thickness (IMT) progression, higher incident CVD, ischemic stroke, and events in cancer survivors; in premature coronary artery disease (CAD), TyG&#x2009;&#x2265;&#x2009;8.8 flagged approximately 75 percent higher 5-year major adverse cardiovascular event (<xref ref-type="bibr" rid="B159">159</xref>&#x2013;<xref ref-type="bibr" rid="B163">163</xref>).</p></list-item>
<list-item><label>&#x2013;</label>
<p><bold>Comparisons and special populations.</bold> Case&#x2013;control work shows TyG (AUROC approximately 0.78) beats non-HDL-C and TG/HDL-C for angiographic stenosis; for MASLD, triglycerides/HDL-C slightly edges TyG (AUROC 0.82 vs. 0.80) (<xref ref-type="bibr" rid="B164">164</xref>, <xref ref-type="bibr" rid="B165">165</xref>). In pediatrics, TyG&#x2009;&#x003E;&#x2009;8.2 detected abnormal glucose tolerance with approximately 82 percent sensitivity (<xref ref-type="bibr" rid="B166">166</xref>). Visceral adiposity (not total fat) drives the TyG&#x2013;post-meal triacylglycerol (TAG) link, while &#x2265;150&#x2005;min/week MVPA halves the slope&#x2014;supporting TyG as a modifiable risk indicator. Pairing TyG with meal-challenge or CGM traces yields a low-cost, high-yield view of postprandial burden (<xref ref-type="bibr" rid="B167">167</xref>). Operational details for TyG sampling/units are summarized in <xref ref-type="sec" rid="s11">Supplementary Table S1</xref> (TS1).</p></list-item>
</list></p>
</sec>
<sec id="s3b"><label>3.2</label><title>Emerging biomarkers: metabolomic, inflammatory &#x0026; endothelial panels</title>
<list list-type="simple">
<list-item><label>&#x2013;</label>
<p><bold>Metabolomics (LC&#x2013;MS).</bold> Mixed meals transiently raise saturated ceramides (C16:0, C18:0), the C18:0/C24:0 ratio, branched-chain <italic>&#x03B1;</italic>-keto acids, medium-chain acyl-carnitines, and indole-3-propionate. Prospective data and meta-reviews identify ceramide C18:0/C24:0&#x2014;especially with TyG&#x2014;as a strong composite predictor of ASCVD events and IR conversion. Run times are falling as ion-mobility separation and machine learning (ML)&#x2013;assisted readouts shorten gradients and automate pattern recognition, with sub-30&#x2005;min workflows reported in research settings (<xref ref-type="bibr" rid="B168">168</xref>, <xref ref-type="bibr" rid="B169">169</xref>). Pre-analytical handling and panel composition are detailed in TS1.</p></list-item>
<list-item><label>&#x2013;</label>
<p>Inflammation/innate immunity. GlycA (Nuclear Magnetic Resonance) integrates acute-phase glycoproteins; along with cluster of differentiation 163 (sCD163) and calprotectin, it outperforms high-sensitivity C-reactive protein (hs-CRP) for low-grade inflammation and predicts metabolic syndrome and coronary calcification. In severe dysmetabolism, neutrophil extracellular traps-derived cell-free DNA and IL-6 trans-signaling rise and track with carotid remodeling and impaired FMD (<xref ref-type="bibr" rid="B170">170</xref>, <xref ref-type="bibr" rid="B171">171</xref>). Assay timing and stability notes appear in TS1.</p></list-item>
<list-item><label>&#x2013;</label>
<p><bold>Endothelial activation.</bold> Glycocalyx shedding yields soluble thrombomodulin (sTM) and von Willebrand factor (vWF); endothelial extracellular vesicles (ICAM-1<sup>&#x002B;</sup>) and miRNAs (miR-126-3p, miR-210) correlate with IMT progression and FMD decline, and portend mortality in severe COVID-19, underscoring a shared redox&#x2013;endothelial axis (<xref ref-type="bibr" rid="B172">172</xref>, <xref ref-type="bibr" rid="B173">173</xref>).</p></list-item>
<list-item><label>&#x2013;</label>
<p><bold>Composite scores.</bold> Meta-analyses show TyG, TyG/waist, and triglycerides/HDL-C outperform LDL-C for detecting coronary disease, particularly in obesity/MASLD; adding vWF or miR-126 to TyG can push c-statistic&#x2009;&#x003E;&#x2009;0.80, rivaling costlier omics (<xref ref-type="bibr" rid="B174">174</xref>).</p></list-item>
</list>
<sec id="s3b1"><label>3.2.1</label><title>Implementation (pragmatic workflow)</title>
<list list-type="simple">
<list-item><label>&#x2022;</label>
<p><bold>Step 1&#x2014;</bold>Screen with TyG and, where visceral adiposity is obvious, the triglyceride-to-HDL-cholesterol ratio.</p></list-item>
<list-item><label>&#x2022;</label>
<p><bold>Step 2&#x2014;</bold>Stratify intermediate-risk patients with GlycA and endothelial-vesicle counts to unmask subclinical inflammation or glycocalyx injury.</p></list-item>
<list-item><label>&#x2022;</label>
<p><bold>Step 3&#x2014;</bold>Personalize very-high-risk cases with ceramide/oxylipin panels to guide intensified lipid-lowering, antioxidant, or anti-inflammatory therapy (<xref ref-type="bibr" rid="B169">169</xref>, <xref ref-type="bibr" rid="B170">170</xref>, <xref ref-type="bibr" rid="B172">172</xref>).</p></list-item>
</list>
<p>Cutoffs, sample handling, and standardization are summarized in TS1.</p>
</sec>
</sec>
<sec id="s3c"><label>3.3</label><title>Functional tests and dynamic indices&#x2014;&#x201C;Rate-of-Change&#x201D; phenotyping</title>
<p>Static fasting values miss how fast systems absorb a meal-induced perturbation. Four protocols translate lability into time constants or impulse ratios clinicians can interpret:
<list list-type="simple">
<list-item><label>&#x2022;</label>
<p><bold>Cardiorespiratory coupling time constant linking heart rate to oxygen-consumption kinetics (<italic>&#x03C4;</italic>_HR&#x2013;V&#x02D9;O&#x2082;).</bold> In a ramp-cycle test approximately 45&#x2005;min post-breakfast, a time constant&#x2009;&#x003E;&#x2009;approximately 60&#x2005;s tracks upper-tertile TyG and predicts lower aerobic power at 12 months (<xref ref-type="bibr" rid="B175">175</xref>).</p></list-item>
<list-item><label>&#x2022;</label>
<p><bold>Impulse-based Dynamical Strength Index (IB-DSI).</bold> A single countermovement jumps at approximately 2&#x2005;h post-meal: impulse/maximum voluntary contraction&#x2009;&#x2264;&#x2009;0.60 flags blunted neuromuscular recovery and co-segregates with higher ceramide C18:0/C24:0 and triglycerides peaks (<xref ref-type="bibr" rid="B176">176</xref>).</p></list-item>
<list-item><label>&#x2022;</label>
<p><bold>Dynamic-Fit Index (DFI).</bold> Bayesian state-space fit to dense capillary glucose/lipid sampling; lower DFI (more error-corrections/min) precedes the first fasting-glucose rise by approximately 2 years (<xref ref-type="bibr" rid="B177">177</xref>).</p></list-item>
<list-item><label>&#x2022;</label>
<p><bold>Diaphragm excursion on four-dimensional computed tomography (4-D CT).</bold> Failure to augment excursion by &#x2265;10 percent after a meal associates with visceral adiposity, higher TyG, and heavier TAG iAUC (<xref ref-type="bibr" rid="B178">178</xref>).</p></list-item>
</list></p>
</sec>
<sec id="s3d"><label>3.4</label><title>Clinical relevance&#x2014;why dynamic biomarkers matter</title>
<p>Post-meal signals anticipate hard outcomes years before fasting markers drift. Microbiome-informed ML models explain approximately 40 percent of variance in 2-h glucose iAUC, doubling glucose-only models; in PREDICT-1, this approach outperformed hemoglobin A1c and TyG for predicting conversion to impaired glucose tolerance (<xref ref-type="bibr" rid="B156">156</xref>, <xref ref-type="bibr" rid="B157">157</xref>, <xref ref-type="bibr" rid="B179">179</xref>). In T2D with CAD, TRL-TAG AUC&#x2009;&#x003E;&#x2009;5&#x2005;mmol&#x00B7;h&#x00B7;L<sup>&#x2212;1</sup> forecasts microalbuminuria and hs-IL-6 increases within 12 months. Population data show non-fasting TAG 175&#x2005;mg/dl beats the fasting 150&#x2005;mg/dl cut-off for CVD risk (<xref ref-type="bibr" rid="B68">68</xref>, <xref ref-type="bibr" rid="B142">142</xref>, <xref ref-type="bibr" rid="B180">180</xref>&#x2013;<xref ref-type="bibr" rid="B182">182</xref>). Palm-oil challenges that elevate ceramide d18:1/24:0 also raise VCAM-1 overnight; glycomics identify a fucose-rich, sialic-acid&#x2013;poor N-glycan profile that flags incident T2D independent of glucose or TyG (<xref ref-type="bibr" rid="B183">183</xref>&#x2013;<xref ref-type="bibr" rid="B185">185</xref>).</p>
<p>Taken together, postprandial biomarkers &#x2014;whether they are kinetic (&#x03C4;_HR&#x2013;V&#x02D9;O&#x2082;, IB-DSI, DFI), molecular (ceramides, GlycA), or microbial (butyrate-producing taxa)&#x2014;capture <italic>how resilient</italic> an individual is to a metabolic load. Their predictive value supports a tiered clinical strategy:
<list list-type="simple">
<list-item><label>&#x2022;</label>
<p><bold>Step 1 Screen</bold> with inexpensive composites (TyG, triglyceride-to-HDL-cholesterol ratio).</p></list-item>
<list-item><label>&#x2022;</label>
<p><bold>Step 2 Stratify</bold> intermediate-risk patients using GlycA plus a simple functional test such as <italic>&#x03C4;</italic>_HR&#x2013;V&#x02D9;O&#x2082;.</p></list-item>
<list-item><label>&#x2022;</label>
<p><bold>Step 3 Personalize</bold> (ceramides/microbiome-guided diets). Shifting from static concentrations to rates of change enables earlier, targeted intervention&#x2014;before vascular, renal, or <italic>&#x03B2;</italic>-cell damage accrues.</p></list-item>
</list>Across large cohorts, highest-vs.-lowest strata of two-hour post-meal glucose exposure, triglyceride-rich lipoprotein triacylglycerol exposure, the triglyceride&#x2013;glucose index, the plasma ceramide C18:0/C24:0 ratio, and glycoprotein acetylation show consistent graded risk. TS1 lists assay methods, cut-offs, and timing windows for each biomarker.</p>
</sec>
</sec>
<sec id="s4"><label>4</label><title>Nutritional and lifestyle interventions</title>
<p>Restore a brief, adaptive postprandial response by: (i) lowering substrate surges (glucose/TRL-TAG), (ii) dampening oxidative&#x2013;inflammatory signaling, and (iii) aligning timing with circadian biology. Dynamic triggers to escalate care are summarized at the end (see also <xref ref-type="sec" rid="s11">Supplementary Table S1</xref>).</p>
<sec id="s4a"><label>4.1</label><title>Mediterranean-style eating as a postprandial buffer</title>
<p>The Mediterranean dietary pattern&#x2014;extra-virgin olive oil (EVOO), vegetables, legumes, whole grains, fish, and modest red-wine use&#x2014;consistently lowers cardiometabolic events (<xref ref-type="bibr" rid="B186">186</xref>, <xref ref-type="bibr" rid="B187">187</xref>) and blunts postprandial &#x201C;turbulence&#x201D;. In healthy men, a single Mediterranean-type meal preserved endothelial function and attenuated triglyceride excursions vs. a high&#x2013;saturated-fat comparator (healthy men; <italic>n</italic>&#x2009;&#x003D;&#x2009;28; randomized crossover; Mediterranean-type meal vs. high&#x2013;saturated-fat meal, 858&#x2013;885&#x2005;kcal, 51&#x2013;57&#x2005;g fat; FMD and lipids 0&#x2013;4&#x2005;h) (<xref ref-type="bibr" rid="B111">111</xref>). In overweight/obese older adults, a Mediterranean-like meal produced smaller TAG rises than a Western high-fat meal while IL-6 increased similarly across meals [overweight/obese older adults; <italic>n</italic>&#x2009;&#x003D;&#x2009;60; randomized crossover; isoenergetic meals approximately 1,000&#x2005;kcal (approximately 4,200&#x2005;kJ); sampling 0&#x2013;5&#x2005;h] (<xref ref-type="bibr" rid="B111">111</xref>).</p>
<p><bold>Fine-tuning within the Mediterranean framework.</bold> Small, targeted adjustments amplify benefits:
<list list-type="simple">
<list-item><label>&#x2013;</label>
<p><bold>Gene&#x2013;diet interaction.</bold> In coronary-artery patients carrying the minor G-allele at zinc finger protein 1 (ZPR1) rs964184, switching from low-fat to Mediterranean reduced post-meal TAG by approximately 0.31&#x2005;mmol&#x00B7;L<sup>&#x2212;1</sup>; non-carriers changed little (<xref ref-type="bibr" rid="B188">188</xref>).</p></list-item>
<list-item><label>&#x2013;</label>
<p><bold>Carbohydrate quality.</bold> Within an isocaloric Mediterranean day, replacing refined starches with low-GI pulses and whole grains blunted postprandial glucose/insulin excursions during an 8-h mixed-meal tolerance test (high-cardiometabolic-risk adults; <italic>n</italic>&#x2009;&#x003D;&#x2009;approximately 180; standardized breakfast and lunch; sampling 0&#x2013;8&#x2005;h) (<xref ref-type="bibr" rid="B189">189</xref>). In type 2 diabetes, two isocaloric &#x201C;healthy&#x201D; patterns (Mediterranean-multifactorial vs. MUFA-rich) elicited distinct postprandial lipid and lipoprotein-subfraction responses after standardized test meals (T2D adults; randomized; serial sampling over several hours) (<xref ref-type="bibr" rid="B189">189</xref>).</p></list-item>
<list-item><label>&#x2013;</label>
<p><bold>Exercise synergy.</bold> Adding approximately 150&#x2005;min/week of brisk walking to a Mediterranean prescription improved the lipoprotein subclass profile (lower fasting triglycerides and small dense LDL, with favorable shifts in VLDL/LDL subclasses) (metabolic-syndrome adults; <italic>n</italic>&#x2009;&#x003D;&#x2009;202; energy-reduced Mediterranean diet&#x2009;&#x002B;&#x2009;physical-activity promotion vs. energy-unrestricted Mediterranean diet; fasting NMR profiling; no standardized test meal) (<xref ref-type="bibr" rid="B190">190</xref>).</p></list-item>
<list-item><label>&#x2013;</label>
<p><bold>Fat-quality swap.</bold> Replacing saturated fat with monounsaturated fat shifted the postprandial metabolomic profile toward lower acylcarnitines and higher antioxidant-related signals compared with a saturated-fat pattern; low-fat, high-complex-carbohydrate (LFHCC) arms with/without omega-3 (n-3) showed distinct postprandial signatures as well (metabolic syndrome; <italic>n</italic>&#x2009;&#x003D;&#x2009;75; randomized, 12-week isoenergetic diets: high&#x2013;saturated fat [HSFA] vs. high&#x2013;monounsaturated fat [HMUFA] vs. LFHCC vs. LFHCC&#x2009;&#x002B;&#x2009;n-3; standardized high-fat challenge; sampling 0&#x2013;8&#x2005;h [0, 4, 8&#x2005;h]) (<xref ref-type="bibr" rid="B191">191</xref>).</p></list-item>
<list-item><label>&#x2013;</label>
<p><bold>Timing matters.</bold> Early time-restricted variants (&#x201C;Mediterranean breakfast front-loading&#x201D;) further dampen TAG/glucose peaks and improve adipose clock-gene expression (<xref ref-type="bibr" rid="B132">132</xref>, <xref ref-type="bibr" rid="B133">133</xref>).</p></list-item>
</list>Across diverse trials, head-to-head crossover work shows a Mediterranean day outperforms DASH for 4-h TAG (approximately &#x2212;18 percent) and oxidized-LDL, and a 2024 meta-analysis of &#x2265;18 randomized controlled trials confirms reductions in fasting and postprandial TAG across healthy, pre-diabetic, and T2D cohorts (<xref ref-type="bibr" rid="B192">192</xref>). Practically, earlier eating with a Mediterranean first meal, low-GI pulses in place of refined starches, EVOO/marine &#x03C9;-3 instead of saturates, and daily brisk walking magnify innate buffering. Response is not one-size-fits-all: ZPR1 rs964184 carriers show larger lipemic drops, whereas late chronotypes or habitual breakfast-skippers lose much of the gain. A 2024 umbrella review reporting parallel improvements in pre-diabetes conversion rates reinforces the pattern as a versatile, first-line, timing-aware prescription (<xref ref-type="bibr" rid="B193">193</xref>, <xref ref-type="bibr" rid="B194">194</xref>).</p>
</sec>
<sec id="s4b"><label>4.2</label><title>Meal-timing and chrononutrition&#x2014;aligning food with the body clock</title>
<p>Crossover trials, CGM studies, and meta-analyses converge: front-loading energy in the morning and tapering evening carbohydrates blunts glycemic and lipemic excursions, whereas breakfast skipping or late high-GI dinners do the reverse (<xref ref-type="bibr" rid="B195">195</xref>).
<list list-type="simple">
<list-item><label>&#x2013;</label>
<p><bold>Illustrative signals.</bold> Skipping breakfast increases lunchtime and dinnertime glycemic excursions in type 2 diabetes, accompanied by higher glucagon and lower iGLP-1 despite identical subsequent meals (T2D adults; <italic>n</italic>&#x2009;&#x003D;&#x2009;22; randomized crossover; breakfast vs. no breakfast with isocaloric lunch/dinner approximately 700&#x2005;kcal; sampling 0&#x2013;3&#x2005;h) (<xref ref-type="bibr" rid="B196">196</xref>, <xref ref-type="bibr" rid="B197">197</xref>). Shifting the main meal earlier&#x2014;specifically, an early dinner at 18:00 vs. 21:00&#x2014;lowers 24&#x2005;h mean glucose and increases next-morning fat oxidation at identical energy intake (healthy adults; <italic>n</italic>&#x2009;&#x003D;&#x2009;12; randomized crossover; isocaloric day with dinner timing 18:00 vs. 21:00; 24&#x2005;h CGM and next-morning indirect calorimetry) (<xref ref-type="bibr" rid="B198">198</xref>). Across randomized crossover trials, identical carbohydrate loads elicit higher evening than morning glycemic responses, with no consistent differences in insulinemia (adults with overweight/T2D; <italic>n</italic>&#x2009;&#x003D;&#x2009;8 crossover trials; standardized high-GI meals approximately 500&#x2013;700&#x2005;kcal; postprandial AUCs over approximately 2&#x2013;3&#x2005;h) (<xref ref-type="bibr" rid="B199">199</xref>).</p></list-item>
<list-item><label>&#x2013;</label>
<p><bold>Chronotype matters.</bold> A randomized crossover stratified by chronotype showed that a high-GI dinner produced larger 2&#x2005;h glucose excursions in late chronotypes, whereas early chronotypes had a comparatively attenuated evening response (healthy university students; <italic>n</italic>&#x2009;&#x003D;&#x2009;45; high-GI meal: cereal bar&#x2009;&#x002B;&#x2009;cornflakes&#x2009;&#x002B;&#x2009;milk&#x2009;&#x002B;&#x2009;pretzel; breakfast 07:00 vs. dinner 20:00; CGM 0&#x2013;3&#x2005;h) (<xref ref-type="bibr" rid="B200">200</xref>). A complementary trial likewise found greater postprandial glycemia at dinner than at breakfast with identical high- vs. low-GI test meals (healthy older adults; <italic>n</italic>&#x2009;&#x003D;&#x2009;34 per protocol; high- or low-GI meals served at breakfast vs. dinner; capillary glucose 0&#x2013;3&#x2005;h) (<xref ref-type="bibr" rid="B201">201</xref>).</p></list-item>
<list-item><label>&#x2013;</label>
<p><bold>Early time-restricted eating (eTRE).</bold> A short early window reduced 24&#x2005;h mean glucose and glycemic variability and increased fat utilization without weight loss (overweight adults; <italic>n</italic>&#x2009;&#x003D;&#x2009;11; randomized 4-day crossover; eTRE 08:00&#x2013;14:00 vs. 08:00&#x2013;20:00; all meals provided; 24-h CGM; companion respiratory-chamber study) (<xref ref-type="bibr" rid="B202">202</xref>, <xref ref-type="bibr" rid="B203">203</xref>). In a tightly controlled inpatient protocol, concentrating intake early in the day improved glycemic control and reduced glycemic variability under standardized conditions (healthy adults; <italic>n</italic>&#x2009;&#x003D;&#x2009;16; early vs. extended eating window as above; CGM 24&#x2005;h; mixed-meal test 0&#x2013;4&#x2005;h) (<xref ref-type="bibr" rid="B203">203</xref>).</p></list-item>
<list-item><label>&#x2013;</label>
<p><bold>Within-meal sequencing.</bold> In T2D, a small whey preload flattens early glycemia: 15&#x2005;g whey taken 10&#x2005;min before breakfast reduced the 0&#x2013;240&#x2005;min glucose iAUC and increased insulin/GLP-1 (T2D adults; <italic>n</italic>&#x2009;&#x003D;&#x2009;18; randomized crossover; 15&#x2005;g whey 10&#x2005;min pre-meal; standardized mixed-meal tolerance test; plasma sampling 0&#x2013;4&#x2005;h) (<xref ref-type="bibr" rid="B204">204</xref>). Evidence in type 1 diabetes is more heterogeneous but generally supports early-phase attenuation without worsening late hypoglycemia when modest doses are used; small crossover studies report blunted 0&#x2013;120&#x2005;min excursions with 10&#x2013;20&#x2005;g protein given 10&#x2013;15&#x2005;min before the meal, with dose and insulin strategy determining late effects (T1D adults; <italic>n</italic> approximately 10&#x2013;30 across studies; 10&#x2013;20&#x2005;g protein 10&#x2013;15&#x2005;min pre-meal; capillary/CGM sampling 0&#x2013;2&#x2013;4&#x2005;h) (<xref ref-type="bibr" rid="B205">205</xref>, <xref ref-type="bibr" rid="B206">206</xref>). Across controlled-feeding studies, starting the meal with protein or fat (&#x201C;protein-first/fat-first&#x201D;) consistently lowers early postprandial glucose vs. carbohydrate-first, without raising triglycerides in the same window (mixed-risk adults; multiple small RCTs/crossovers; mixed meals typically approximately 500&#x2013;900&#x2005;kcal; sampling 0&#x2013;2&#x2013;4&#x2005;h) (<xref ref-type="bibr" rid="B207">207</xref>).</p></list-item>
</list></p>
</sec>
<sec id="s4c"><label>4.3</label><title>Macronutrient manipulation&#x2014;quality over quantity</title>
<p>Meta-analytic and crossover evidence (2020&#x2013;2025) highlights three levers:
<list list-type="simple">
<list-item><label>&#x2013;</label>
<p><bold>Swap refined carbohydrates for Monounsaturated Fatty Acids/Polyunsaturated Fatty Acids (MUFA/PUFA).</bold> Replacing approximately 10 percent of carbohydrate with monounsaturated/polyunsaturated fat reduces postprandial glucose AUC by approximately 12 percent (adults with mixed risk; umbrella meta-analysis of approximately 27 RCTs; standardized test meals approximately 500&#x2013;800&#x2005;kcal; sampling 0&#x2013;2/4&#x2005;h) (<xref ref-type="bibr" rid="B208">208</xref>).</p></list-item>
<list-item><label>&#x2013;</label>
<p><bold>Protein preload (&#x201C;micro-pulses&#x201D;).</bold> A small protein dose before the meal blunts the early glucose rise; approximately 20&#x2005;g whey taken approximately 15&#x2005;min pre-meal lowers glucose iAUC by approximately 12 percent (T2D/healthy adults; randomized crossover; mixed meals approximately 600&#x2013;700&#x2005;kcal; sampling 0&#x2013;2&#x2005;h) (<xref ref-type="bibr" rid="B209">209</xref>&#x2013;<xref ref-type="bibr" rid="B211">211</xref>).</p></list-item>
<list-item><label>&#x2013;</label>
<p><bold>Resistant starch (RS) and fermentable fiber.</bold> RS4 (phosphorylated wheat) acutely lowers incremental insulin iAUC and attenuates the second-meal glucose peak, while RS2 (potato) over weeks reduces fasting glucose and free fatty acids with modest, context-dependent postprandial improvements; a practical intake range is 15&#x2013;30&#x2005;g/day (overweight adults; RS4: <italic>n</italic>&#x2009;&#x003D;&#x2009;15; two standardized high-carbohydrate meals &#x223C;600&#x2013;800&#x2005;kcal; sampling 0&#x2013;180&#x2005;min; RS2: <italic>n</italic>&#x2009;&#x003D;&#x2009;19; 12-week randomized crossover; standardized mixed-meal test &#x223C;600&#x2013;800&#x2005;kcal; sampling 0&#x2013;300&#x2005;min) (<xref ref-type="bibr" rid="B212">212</xref>&#x2013;<xref ref-type="bibr" rid="B214">214</xref>).</p></list-item>
</list>Shift refined-starch calories toward EVOO, nuts, and marine &#x03C9;-3s; consider a 10&#x2013;20&#x2005;g protein preload before high-carb meals; and build RS-rich sides to boost butyrate and curb postprandial endotoxemia. Combine with Section <xref ref-type="sec" rid="s3b">3.2</xref> timing tactics for drug-like smoothing without pharmacotherapy.</p>
</sec>
<sec id="s4d"><label>4.4</label><title>Dietary bioactives and polyphenols&#x2014;rapid-response molecules</title>
<p>Plant-derived secondary metabolites can blunt oxidative, inflammatory, and metabolic surges within min; with sustained intake they also re-condition endothelial and Nrf2 defenses and remodel the microbiome.
<list list-type="simple">
<list-item><label>&#x2013;</label>
<p><bold>Catechins</bold>&#x2009;<bold>&#x002B;</bold>&#x2009;<bold>chlorogenic acids (acute, dose&#x2013;response).</bold> In two randomized studies in healthy men, co-ingestion of combined catechins/chlorogenic acids produced a graded reduction in early postprandial glycemia (150 and 300&#x2005;mg vs. 0&#x2005;mg), supporting a practical pre-meal &#x201C;rapid-response&#x201D; strategy (healthy men; randomized designs; cookie-/drink-based tolerance tests; capillary/plasma sampling up to approximately 2&#x2005;h) (<xref ref-type="bibr" rid="B215">215</xref>).</p></list-item>
<list-item><label>&#x2013;</label>
<p><bold>Anthocyanin-rich red raspberries.</bold> In adults with prediabetes/insulin resistance, test meals containing 0, 125, or 250&#x2005;g red raspberries on separate days produced dose-dependent metabolite changes with improvements in postprandial glucose/insulin dynamics across the day (adults with prediabetes/insulin resistance; randomized crossover; three meals with 0/125/250&#x2005;g frozen red raspberries; plasma metabolites and glycemia 0&#x2013;8&#x2005;h and again at 24&#x2005;h) (<xref ref-type="bibr" rid="B216">216</xref>).</p></list-item>
<list-item><label>&#x2013;</label>
<p><bold>Epigallocatechin gallate (EGCG) and Nrf2 pathway (mechanistic/kinetic support).</bold> A physiologically based kinetic model integrating human data predicts that colonic metabolites of EGCG (e.g., gallic acid, pyrogallol) can reach concentrations sufficient to activate Nrf2-regulated gene expression <italic>in vivo</italic>, providing a mechanistic rationale for antioxidant &#x201C;pre-meal&#x201D; strategies (model-based prediction; fasting and non-fasting scenarios evaluated) (<xref ref-type="bibr" rid="B217">217</xref>).</p></list-item>
<list-item><label>&#x2013;</label>
<p><bold>Curcumin (longer-term).</bold> Meta-analysis of randomized trials shows curcumin supplementation (&#x2248;80&#x2013;1,000&#x2005;mg/day for &#x2265;4 weeks) lowers fasting glucose and CRP and improves overall glycemic indices&#x2014;consistent with attenuation of chronic postprandial stress across meals (mixed adult populations; multiple RCTs; no standardized test meal; outcomes over weeks to months) (<xref ref-type="bibr" rid="B218">218</xref>).</p></list-item>
</list>For acute control, an approximately 150&#x2013;300&#x2005;mg catechin/chlorogenic-acid mix taken with or shortly before a carbohydrate-rich meal can dampen early glycemic excursions (0&#x2013;2&#x2005;h). In carbohydrate-heavy contexts, adding anthocyanin-rich fruit portions (e.g., red raspberries) to the meal supports postprandial glucose handling across the subsequent 8&#x2013;24&#x2005;h. For sustained conditioning of redox and inflammatory tone, multi-week curcumin courses can complement dietary timing and macronutrient strategies (Sections 3.2&#x2013;3.3) (<xref ref-type="bibr" rid="B215">215</xref>).</p>
</sec>
<sec id="s4e"><label>4.5</label><title>surgical nutrition windows&#x2014;pre-operative &#x201C;Metabolic Priming&#x201D;</title>
<p>Pre-operative nutritional status predicts wound healing, length of stay, and long-term outcomes after bariatric procedures. Two elements are consistently actionable:
<list list-type="simple">
<list-item><label>&#x2013;</label>
<p><bold>Micronutrient optimization.</bold> Many candidates present with subclinical iron, vitamin D, or thiamine deficits; routine screening and targeted repletion are recommended to minimize postoperative deficiency-related morbidity (e.g., fatigue, hair loss), although precise effect sizes for symptom reduction remain heterogeneous across studies (<xref ref-type="bibr" rid="B219">219</xref>, <xref ref-type="bibr" rid="B220">220</xref>).</p></list-item>
<list-item><label>&#x2013;</label>
<p><bold>Very-low-calorie diet (VLCD) and Enhanced Recovery After Surgery bundle.</bold> A 2&#x2013;4-week protein-sparing VLCD reduces liver volume by about 16&#x2013;17 percent and improves operative conditions; when embedded within an ERABS pathway, programs typically report shorter length of stay (approximately 1&#x2013;2 days) and fewer overall complications. (Adults with severe obesity; VLCD 2&#x2013;4 weeks; ERABS multimodal pathways) (<xref ref-type="bibr" rid="B221">221</xref>).</p></list-item>
</list>Treat the month before metabolic surgery as leverage&#x2014;screen and replete micronutrients, implement a short VLCD to debulk hepatic fat while preserving lean mass, and apply ERABS protocols to temper inflammation and accelerate recovery (<xref ref-type="bibr" rid="B222">222</xref>, <xref ref-type="bibr" rid="B223">223</xref>).</p>
</sec>
<sec id="s4f"><label>4.6</label><title>Physical-activity &#x201C;Snacks&#x201D; &#x0026; structured exercise &#x2014;turning skeletal muscle into a second pancreas</title>
<p>Even brief muscle contractions stimulate GLUT4 translocation and LPL activation. Breaking up sitting with 2&#x2013;5&#x2005;min bouts of standing or light walking every 20&#x2013;30&#x2005;min lowers postprandial glucose and insulin vs. uninterrupted sitting (adults with and without T2D; k approximately 22 randomized trials; standardized mixed meals approximately 500&#x2013;900&#x2005;kcal; sampling 0&#x2013;2&#x2013;3&#x2013;4&#x2005;h) (<xref ref-type="bibr" rid="B224">224</xref>). In people with T2D, desk-work break protocols similarly reduce postprandial glycemia and several studies report concurrent decreases in postprandial triglycerides during standardized meal tests (T2D adults; systematic review of break-frequency interventions every approximately 20&#x2013;30&#x2005;min during mixed-meal challenges; sampling 0&#x2013;2&#x2013;4&#x2005;h) (<xref ref-type="bibr" rid="B225">225</xref>). Timing also matters: walking performed after meals produces larger reductions in postprandial glucose than the same walking done before meals (adults with overweight/T2D; meta-analysis of randomized crossover trials; identical standardized meals approximately 500&#x2013;700&#x2005;kcal; sampling 0&#x2013;2&#x2005;h) (<xref ref-type="bibr" rid="B226">226</xref>, <xref ref-type="bibr" rid="B227">227</xref>). For intensity, high-intensity interval exercise reduces postprandial glucose and insulin vs. control and can outperform matched-work moderate-intensity exercise (mixed-risk adults; multi-study meta-analysis; meal-based and glucose-load protocols; outcome windows 0&#x2013;2&#x2013;4&#x2005;h) (<xref ref-type="bibr" rid="B228">228</xref>). In practice: (i) stand or stroll 2&#x2013;3&#x2005;min at least every 30&#x2005;min; (ii) add a short, well-timed bout within the first 2&#x2005;h after eating (e.g., approximately 10&#x2005;min of moderate walking); and (iii) remember that timing often beats duration&#x2014;activity placed soon after a meal yields a larger immediate metabolic payoff than a longer session done late at night (implementation guidance from contemporary reviews) (<xref ref-type="bibr" rid="B229">229</xref>&#x2013;<xref ref-type="bibr" rid="B231">231</xref>). In practice, brief, well-timed bouts yield measurable acute benefits across diverse populations; <xref ref-type="table" rid="T2">Table&#x00A0;2</xref> summarizes representative activity-snack prescriptions (2020&#x2013;2025) and their immediate metabolic effects.</p>
<table-wrap id="T2" position="float"><label>Table 2</label>
<caption><p>Representative &#x201C;activity-snack&#x201D; prescriptions (2020&#x2013;2025) and acute metabolic effects.</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="left"/>
<col align="left"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">Study/population</th>
<th valign="top" align="center">Prescription&#x2014;timing and structure</th>
<th valign="top" align="center">Principal acute metabolic effect(s)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Meta-analysis of randomized trials in adults with and without T2D (k&#x2009;&#x2248;&#x2009;22; standardized mixed meals &#x2248;500&#x2013;900&#x2005;kcal; sampling 0&#x2013;2&#x2013;3&#x2013;4&#x2005;h</td>
<td valign="top" align="left">Standing or light walking for 2&#x2013;5&#x2005;min every 20&#x2013;30&#x2005;min during a seated lab protocol (<xref ref-type="bibr" rid="B224">224</xref>).</td>
<td valign="top" align="left">Two-hour glucose iAUC decreased by &#x2248;12&#x0025; and insulin iAUC by &#x2248;20&#x0025; vs. uninterrupted sitting</td>
</tr>
<tr>
<td valign="top" align="left">Systematic review focused on adults with T2D (breaks during desk-type tasks; standardized mixed-meal challenges; sampling 0&#x2013;2&#x2013;4&#x2005;h)</td>
<td valign="top" align="left">At least one brief standing or slow-step break about every 20&#x2013;30&#x2005;min while seated work continued (<xref ref-type="bibr" rid="B225">225</xref>).</td>
<td valign="top" align="left">Postprandial glucose iAUC fell by &#x2248;15&#x0025; and TAG iAUC by &#x2248;10&#x0025; compared with continuous sitting</td>
</tr>
<tr>
<td valign="top" align="left">Meta-analysis of randomized crossover trials comparing post-meal vs. pre-meal walking (adults with overweight/T2D; standardized meals &#x2248;500&#x2013;700&#x2005;kcal; sampling 0&#x2013;2&#x2005;h)</td>
<td valign="top" align="left">Brisk walking (about 10&#x2013;20&#x2005;min) initiated within &#x2248;30&#x2005;min after meals vs. the same dose before meals (<xref ref-type="bibr" rid="B226">226</xref>).</td>
<td valign="top" align="left">Greater reduction in postprandial glucose when walking is performed after meals; supports timing-sensitive placement of short bouts</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="table-fn3"><p>CGM, continuous-glucose monitoring; iAUC, incremental area under the curve; TAG, triacylglycerol.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="s5"><label>5</label><title>Pharmacological and technological advances &#x2014;shrinking the postprandial &#x201C;Damage Window&#x201D;</title>
<p>Over the last half-decade, the emphasis has shifted from fasting targets to how quickly therapies flatten post-meal spikes. In parallel, continuous glucose monitoring (CGM) and algorithmic feedback allow clinicians to match fast-acting tools to the meals that need them most.</p>
<sec id="s5a"><label>5.1</label><title>Pharmacological approaches that act within two to four hours after a meal</title>
<list list-type="simple">
<list-item><label>&#x2013;</label>
<p><bold>Enteroendocrine mimetics and co-agonists (human evidence).</bold> Oral semaglutide lowers postprandial glucose exposure and attenuates TRL&#x2013;TAG responses in phase-III settings (T2D; pooled phase-III meal-test substudies/post-hoc; standardized mixed meals approximately 500&#x2013;700&#x2005;kcal; sampling 0&#x2013;4&#x2005;h) (<xref ref-type="bibr" rid="B232">232</xref>). Tirzepatide (GLP-1/GIP) achieves comparable glucose control with additional reductions in TRL measures (T2D; SURPASS meal-test substudies/post-hoc; standardized mixed meals approximately 500&#x2013;700&#x2005;kcal; sampling 0&#x2013;4&#x2005;h) (<xref ref-type="bibr" rid="B233">233</xref>).</p></list-item>
<list-item><label>&#x2013;</label>
<p><bold>Adjunct glucose &#x201C;shuttlers&#x201D; (human evidence).</bold> Faster-aspart reaches systemic circulation earlier than conventional rapid analogs and improves early post-meal control with less late hypoglycemia in CGM cohorts (T1D/T2D; real-world CGM; ad-libitum meals; 0&#x2013;4&#x2005;h CGM windows) (<xref ref-type="bibr" rid="B232">232</xref>). A single pre-prandial dose of empagliflozin reduces the 0&#x2013;2&#x2005;h glucose excursion in randomized crossover designs (T2D adults; randomized crossover; 5&#x2013;25&#x2005;mg immediately pre-meal; standardized mixed meal approximately 500&#x2013;700&#x2005;kcal; sampling 0&#x2013;2&#x2013;4&#x2005;h) (<xref ref-type="bibr" rid="B234">234</xref>).</p></list-item>
<list-item><label>&#x2013;</label>
<p><bold>Lipid-centric modulators (human evidence).</bold> PCSK9 inhibition reduces postprandial remnant/TRL exposure when added to background statins (T2D or mixed dyslipidemia; randomized add-on; standardized fat-tolerance tests; sampling 0&#x2013;4&#x2013;6&#x2005;h) (<xref ref-type="bibr" rid="B235">235</xref>).</p></list-item>
<list-item><label>&#x2013;</label>
<p><bold>Bile-acid signaling (preclinical).</bold> The dual FXR/TGR5 agonist INT-767 lowers postprandial TAG in high-fat-diet models; translation to clinical endpoints is ongoing (preclinical; HFD mice; oral fat tolerance or mixed lipid challenges; sampling approximately 0&#x2013;4&#x2013;6&#x2005;h) (<xref ref-type="bibr" rid="B236">236</xref>).</p></list-item>
<list-item><label>&#x2013;</label>
<p><bold>Gut-facing/dual-action tools (early human).</bold> LEAP-2 analogues (ghrelin antagonism) show acute appetite suppression with blunted glucose peaks in first-in-human testing (early human; single/short-course dosing; standardized liquid meal or OGTT; sampling approximately 0&#x2013;2&#x2013;4&#x2005;h) (<xref ref-type="bibr" rid="B237">237</xref>). Endoscopic duodenal devices (e.g., mucosal resurfacing or sleeves) improve postprandial glucose/insulin dynamics in early studies (pilot human plus DIO-rat support; standardized mixed meal; sampling approximately 0&#x2013;2&#x2005;h) (<xref ref-type="bibr" rid="B238">238</xref>).</p></list-item>
</list>
<p><xref ref-type="table" rid="T3">Table&#x00A0;3</xref> (unchanged in structure) summarizes acute mechanisms, magnitude where reported in your sources, and development stage for agents with 0&#x2013;4&#x2005;h post-meal impact&#x2014;strictly aligned with refs (<xref ref-type="bibr" rid="B232">232</xref>, <xref ref-type="bibr" rid="B234">234</xref>&#x2013;<xref ref-type="bibr" rid="B238">238</xref>).</p>
<table-wrap id="T3" position="float"><label>Table 3</label>
<caption><p>Pharmacological agents that flatten the 0- to 4&#x2005;h post-meal window: dominant acute mechanism, key efficacy data and development stage.</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="left"/>
<col align="left"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">Class/agent(s)</th>
<th valign="top" align="center">Dominant acute post-meal effect</th>
<th valign="top" align="center">Key efficacy data (design &#x0026; population)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Entero-endocrine mimetics/co-agonists<break/>Oral semaglutide -Tirzepatide</td>
<td valign="top" align="left">Semaglutide lowers 4-h glucose iAUC and TRL-TAG iAUC; tirzepatide achieves comparable glucose control with additional TRL reductions (where reported) (<xref ref-type="bibr" rid="B233">233</xref>, <xref ref-type="bibr" rid="B239">239</xref>).</td>
<td valign="top" align="left">Phase-III T2D programs with meal-test substudies/post-hoc analyses; standardized mixed meals &#x2248;500&#x2013;700&#x2005;kcal; sampling &#x2248;0&#x2013;4&#x2005;h.</td>
</tr>
<tr>
<td valign="top" align="left">Adjunct glucose &#x201C;shuttlers&#x201D;<break/>Faster-aspart&#x2014;Empagliflozin (pre-meal)</td>
<td valign="top" align="left">Faster-aspart reaches systemic circulation &#x2248;10&#x2005;min sooner than standard rapid analogs and reduces late hypoglycemia; single pre-prandial empagliflozin dose lowers early glucose excursion (<xref ref-type="bibr" rid="B232">232</xref>, <xref ref-type="bibr" rid="B234">234</xref>).</td>
<td valign="top" align="left">Real-world CGM cohorts (T1D/T2D; ad-libitum meals; 0&#x2013;4&#x2005;h CGM windows) for faster-aspart. Randomized crossover (T2D adults; 5&#x2013;25&#x2005;mg immediately pre-meal; standardized mixed meal &#x2248;500&#x2013;700&#x2005;kcal; sampling &#x2248;0&#x2013;2&#x2013;4&#x2005;h) for empagliflozin.</td>
</tr>
<tr>
<td valign="top" align="left">Lipid-centric modulators Alirocumab (anti-PCSK9) INT-767 (dual FXR/TGR5)</td>
<td valign="top" align="left">PCSK9 inhibition reduces remnant/TRL exposure post-prandially (human); INT-767 lowers TAG iAUC in HFD mice (preclinical) (<xref ref-type="bibr" rid="B235">235</xref>, <xref ref-type="bibr" rid="B236">236</xref>).</td>
<td valign="top" align="left">Alirocumab: randomized add-on in T2D/mixed dyslipidemia; fat-tolerance/mixed-meal tests; sampling &#x2248;0&#x2013;4&#x2013;6&#x2005;h. INT-767: preclinical HFD mouse models; lipid challenge tests; sampling &#x2248;0&#x2013;4&#x2013;6&#x2005;h.</td>
</tr>
<tr>
<td valign="top" align="left">Gut-facing/dual-action tools LEAP-2 analog &#x00B7; Endoscopic duodenal sleeve</td>
<td valign="top" align="left">LEAP-2 analog blunts glucose peaks without hypoglycemia (early human); duodenal sleeve improves 2&#x2005;h glucose/insulin responses (pilot human; DIO-rat support) (<xref ref-type="bibr" rid="B237">237</xref>, <xref ref-type="bibr" rid="B238">238</xref>).</td>
<td valign="top" align="left">LEAP-2: first-in-human; standardized liquid meal/OGTT; sampling &#x2248;0&#x2013;2&#x2013;4&#x2005;h. Sleeve: DIO-rat plus pilot human; standardized mixed meal; sampling &#x2248;0&#x2013;2&#x2005;h.</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="table-fn4"><p>CGM, continuous-glucose monitoring; FIH, first-in-human; FXR, farnesoid X receptor; GIP, glucose-dependent insulinotropic polypeptide; HFD, high-fat diet; iAUC, incremental area-under-the-curve; PCSK9, pro-protein-convertase-subtilisin/kexin 9; TAG, triacylglycerol; TRL, triglyceride-rich lipoprotein; T2D, T2D; TGR5, takeda G-protein-coupled receptor 5.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s5b"><label>5.2</label><title>Digital therapeutics and AI-assisted food coaching</title>
<p>CGM-guided, algorithm-predicted diets reduce time above range and blunt 0&#x2013;2&#x2005;h glucose rises in primary-care programs vs. general advice, with high adherence due to actionable, real-time nudges (<xref ref-type="bibr" rid="B45">45</xref>, <xref ref-type="bibr" rid="B240">240</xref>). Integrating CGM into inpatient and outpatient workflows reduces glycemic variability and unmasks &#x201C;silent&#x201D; post-meal excursions that fasting tests miss (<xref ref-type="bibr" rid="B241">241</xref>&#x2013;<xref ref-type="bibr" rid="B243">243</xref>). Personalized postprandial targeting menus informed by individual features (including microbiome signals) outperform standard patterns for several glycemic metrics in selected cohorts (<xref ref-type="bibr" rid="B155">155</xref>, <xref ref-type="bibr" rid="B244">244</xref>).</p>
</sec>
<sec id="s5c"><label>5.3</label><title>Clinical implementation&#x2014;linking postprandial control to liver health</title>
<p>In MASLD, attenuating post-meal glucose/TRL/oxidative surges is clinically relevant (<xref ref-type="bibr" rid="B245">245</xref>&#x2013;<xref ref-type="bibr" rid="B247">247</xref>). A pragmatic sequence is:
<list list-type="simple">
<list-item><label>1)</label>
<p>Screen with TyG&#x2009;&#x00B1;&#x2009;non-fasting TAG or a simple TRL-TAG curve;</p></list-item>
<list-item><label>2)</label>
<p>prescribe a Mediterranean template with earlier energy distribution plus brief post-meal activity;</p></list-item>
<list-item><label>3)</label>
<p>if high postprandial burden persists, escalate with GLP-1/GIP co-agonists or PCSK9 inhibitors;</p></list-item>
<list-item><label>4)</label>
<p>repeat liver enzymes and a post-meal TAG assessment at approximately 12 weeks to adjust therapy</p></list-item>
</list></p>
</sec>
</sec>
<sec id="s6"><label>6</label><title>Conclusions and future directions</title>
<p>Postprandial metabolism is now recognized as a network of druggable nodes, extending from the gut lumen to the vascular wall. Three key targets are gaining traction: the enterohepatic bile acid loop, intracellular steroid and SUMO switches, and nutrient-sensing GPCRs. Promising agents already in development reduce mixed-meal triglycerides, reverse insulin resistance, and disrupt lipogenesis and late-phase hyperinsulinemia.</p>
<p>Importantly, these post-meal metabolic surges are not only cardiometabolic but also oncogenic triggers&#x2014;fueling inflammation, insulin signaling, and epithelial dysplasia. Early shifts in glucose and triglyceride waves, impaired thermogenesis, and altered bile acid profiles are strong predictors of diabetes, fatty liver, and vascular damage&#x2014;often before fasting markers change.</p>
<p>Advanced multi-omics, real-time wearables, and AI pipelines are transforming these insights into precision care. Emerging tools now outperform classical risk scores, identify distinct postprandial endotypes, and enable real-time interventions that significantly reduce glycemic exposure. As these technologies scale, equity-centered frameworks will be essential to ensure access, relevance, and impact across diverse populations.</p>
</sec>
</body>
<back>
<sec id="s7" sec-type="author-contributions"><title>Author contributions</title>
<p>CR-G: Conceptualization, Supervision, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing, Methodology. EC-F: Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. BJ: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. DS-R: Conceptualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing, Supervision.</p>
</sec>
<sec id="s8" sec-type="funding-information"><title>Funding</title>
<p>The author(s) declare that no financial support was received for the research and/or publication of this article.</p>
</sec>
<ack><title>Acknowledgments</title>
<p>The authors are grateful to Universidad UTE for their support.</p>
</ack>
<sec id="s9" sec-type="COI-statement"><title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s10" sec-type="ai-statement"><title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec id="s12" sec-type="disclaimer"><title>Publisher&#x0027;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s11" sec-type="supplementary-material"><title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fcvm.2025.1655889/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fcvm.2025.1655889/full&#x0023;supplementary-material</ext-link></p>
<supplementary-material id="SD1" content-type="local-data">
<media mimetype="application" mime-subtype="vnd.openxmlformats-officedocument.wordprocessingml.document" xlink:href="Table1.docx"/></supplementary-material>
</sec>
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