TLR4 links innate immunity and fatty acid-induced insulin resistance
Open accessAbstract
TLR4 is the receptor for LPS and plays a critical role in innate immunity. Stimulation of TLR4 activates proinflammatory pathways and induces cytokine expression in a variety of cell types. Inflammatory pathways are activated in tissues of obese animals and humans and play an important role in obesity-associated insulin resistance. Here we show that nutritional fatty acids, whose circulating levels are often increased in obesity, activate TLR4 signaling in adipocytes and macrophages and that the capacity of fatty acids to induce inflammatory signaling in adipose cells or tissue and macrophages is blunted in the absence of TLR4. Moreover, mice lacking TLR4 are substantially protected from the ability of systemic lipid infusion to (a) suppress insulin signaling in muscle and (b) reduce insulin-mediated changes in systemic glucose metabolism. Finally, female C57BL/6 mice lacking TLR4 have increased obesity but are partially protected against high fat diet-induced insulin resistance, possibly due to reduced inflammatory gene expression in liver and fat. Taken together, these data suggest that TLR4 is a molecular link among nutrition, lipids, and inflammation and that the innate immune system participates in the regulation of energy balance and insulin resistance in response to changes in the nutritional environment.
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FFA activates TLR4 signaling, and mice lacking TLR4 are partially protected against high fat diet-induced insulin resistance.
“Shi et al. showed that FFA activates TLR4 signaling and that mice lacking TLR4 are partially protected against high fat diet-induced insulin resistance (306).”
From IL-6 in inflammation, autoimmunity and cancer (2021) · cites this paper as [306]
The section on high-fat diets and the Figure 8 caption report partial protection against insulin resistance in female TLR4-knockout mice; the Discussion reports no corresponding insulin-sensitivity difference in males. The paper also reports that FFAs activate TLR4 signaling. The claim omits the female-specific qualification and thus implies a broader finding than the paper supports. (LLM, conf=0.88)
Experimental — accuracy not yet measuredActivation of TLR4 via LPS leads to release of pro-inflammatory cytokines such as TNF and IL-6, and similar effects are observed if free fatty acids bind TLR4.
“For instance, activation of TLR4 via LPS leads to the release of pro-inflammatory cytokines (e.g., TNF, interleukin [IL]-6), but similar effects are also observed if free fatty acids bind to TLR4.63”
From An integrated view of anti-inflammatory and antifibrotic targets for the treatment of NASH (2023) · cites this paper as [63]
Free fatty acid products from necrotic adipocytes cause pro-inflammatory activation of macrophages through TLR-2 and TLR-4 signaling.
“A number of free fatty acid products released from necrotic adipocytes have been shown to cause pro-inflammatory activation of macrophages through TLR-2 and TLR-4 signaling pathways, suggesting a potential mechanism by which obesity-induced inflammation may occur [73,74].”
From Macrophage polarization: an opportunity for improved outcomes in biomaterials and regenerative medicine (2012) · cites this paper as [74]
TLR-4 deficient mice are not protected from diet-induced obesity but are protected from obesity-induced insulin resistance.
“A number of studies have shown that TLR-4 deficient mice are not protected from diet-induced obesity, but are protected from obesity-induced insulin resistance [74,76,77].”
From Macrophage polarization: an opportunity for improved outcomes in biomaterials and regenerative medicine (2012) · cites this paper as [74]
Probiotics intake may improve markers of insulin metabolism and lipid profiles by reducing cytokines and suppressing NF-κB pathway and gut microbiota-SCFA-hormone axis.
“Probiotics intake may improve markers of insulin metabolism and lipid profiles by reducing cytokines and suppressing the nuclear factor kappa-light-chain-enhancer of activated B cells (NF-κB) pathway (Shi et al., 2006) and gut microbiota-short chain fatty acids (SCFA)-hormone axis (Yadav et al., 2013).”
From Effect of Probiotic Supplementation on Cognitive Function and Metabolic Status in Alzheimer's Disease: A Randomized, Double-Blind and Controlled Trial (2016) · cites this paper as Shi et al., 2006
Weight loss induced by gastric bypass reduces circulating visfatin and TNF-a.
“Weight loss induced by gastric bypass reduced the circulating concentrations of visfatin (123) and TNF-a (124,125) .”
From Dietary factors and low-grade inflammation in relation to overweight and obesity (2011) · cites this paper as [125]
TLR2 and TLR4 pattern recognition receptors are important in fatty-acid-induced macrophage activation.
“An important component of these fatty acid-induced activation events are the pattern recognition receptors TLR2 and TLR4 (105, 114-116).”
From Insulin sensitivity: Modulation by nutrients and inflammation (2008) · cites this paper as [116]
Tlr4-knockout mice are protected from lipid- and obesity-induced insulin resistance.
“In line with this, Tlr4-KO mice are protected against lipid-and obesity-induced insulin resistance (116, 117).”
From Insulin sensitivity: Modulation by nutrients and inflammation (2008) · cites this paper as [116]
Adipose tissue macrophages sit in a lipid-rich environment, and fatty acids can broadly activate their inflammatory program.
“Clearly, ATMs exist in a lipid-rich environment and fatty acids can broadly activate the macrophage inflammatory program (105, 114-116).”
From Insulin sensitivity: Modulation by nutrients and inflammation (2008) · cites this paper as [116]
Macrophages and adipocytes lacking Tlr2, Tlr4, or both do not activate inflammation.
“Activation of inflammation is prevented in macrophages and adipocytes that are deficient in Tlr2, Tlr4, or Tlr2/Tlr4 (105, 114-116).”
From Insulin sensitivity: Modulation by nutrients and inflammation (2008) · cites this paper as [116]
Dietary-derived saturated fatty acids and erythrocyte content of saturated fatty acids positively correlate with circulating measures of CRP and can contribute to inflammation by favoring TLR4 signaling in macrophages.
“Dietary-derived saturated fatty acids [26] and erythrocyte content of saturated fatty acids (indicator of long-term consumption) [27], positively correlate with circulating measures of CRP and can contribute to inflammation by favoring TLR4 signaling in macrophages [67].”
From The menace of obesity to depression and anxiety prevalence (2022) · cites this paper as [67]
FFAs can serve as ligands for the TLR4 complex, thereby activating the classical inflammatory response in the context of increased local extracellular lipid concentrations, which ultimately drives adipose tissue macrophage accumulation.
“However, FFAs can also serve as ligands for the TLR4 complex (33), thereby activating the classical inflammatory response in the context of increased local extracellular lipid concentrations, which ultimately drives ATMΦ accumulation (34,35).”
From Adipose tissue remodeling and obesity (2011) · cites this paper as [33]
Either high rates of lipolysis or an influx of saturated FFAs into adipocytes do cause temporary inflammation within adipose tissue.
“Even though we do not consider AT as a conventional tissue suffering from lipotoxic side effects, either high rates of lipolysis or an influx of saturated FFAs into adipocytes do cause temporary inflammation within the tissue (33).”
From Adipose tissue remodeling and obesity (2011) · cites this paper as [33]
TLR4 specifically mediates inflammatory responses to free fatty acids, which are elevated in obesity and are associated with insulin resistance.
“TLR4, specifically, has been shown to mediate inflammatory responses to free fatty acids, which are elevated in obesity and are associated with insulin resistance38.”
From Sterile inflammation: sensing and reacting to damage (2010) · cites this paper as [38]
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Cites
Obesity is associated with macrophage accumulation in adipose tissue
Weisberg, S. P., McCann, D., Desai, M., Rosenbaum, M., Leibel, R. L., & Ferrante, A. W. (2003) · Journal of Clinical Investigation · doi:10.1172/jci200319246 · Cited by 10,041 · see citing works
Xu, H., Barnes, G. T., Yang, Q., Tan, G., Yang, D., Chou, C. J., Sole, J., Nichols, A., Ross, J. S., Tartaglia, L. A., et al. (2003) · Journal of Clinical Investigation · doi:10.1172/jci200319451 · Cited by 6,760 · see citing works
Yamauchi, T., Kamon, J., Waki, H., Terauchi, Y., Kubota, N., Hara, K., Mori, Y., Ide, T., Murakami, K., Tsuboyama-Kasaoka, N., et al. (2001) · Nature Medicine · doi:10.1038/90984 · Cited by 4,915 · see citing works
The hormone resistin links obesity to diabetes
Steppan, C. M., Bailey, S. T., Bhat, S., Brown, E. J., Banerjee, R. R., Wright, C. M., Patel, H. R., Ahima, R. S., & Lazar, M. A. (2001) · Nature · doi:10.1038/35053000 · Cited by 4,755 · see citing works
Toll-like receptors and innate immunity
Medzhitov, R. (2001) · Nature Reviews Immunology · doi:10.1038/35100529 · Cited by 4,308 · see citing works
Inflammation, stress, and diabetes
Wellen, K. E., & Hotamisligil, G. S. (2005) · Journal of Clinical Investigation · doi:10.1172/jci25102 · Cited by 4,143 · see citing works
Mutation of the mouse klotho gene leads to a syndrome resembling ageing
Kuro-o, M., Matsumura, Y., Aizawa, H., Kawaguchi, H., Suga, T., Utsugi, T., Ohyama, Y., Kurabayashi, M., Kaname, T., Kume, E., et al. (1997) · Nature · doi:10.1038/36285 · Cited by 3,837 · see citing works
Hoshino, K., Takeuchi, O., Kawai, T., Sanjo, H., Ogawa, T., Takeda, Y., Takeda, K., & Akira, S. (1999) · The Journal of Immunology · doi:10.4049/jimmunol.162.7.3749 · Cited by 3,374 · see citing works
A central role for JNK in obesity and insulin resistance
Hirosumi, J., Tuncman, G., Chang, L., Görgün, C. Z., Uysal, K. T., Maeda, K., Karin, M., & Hotamisligil, G. S. (2002) · Nature · doi:10.1038/nature01137 · Cited by 3,359 · see citing works
Obesity and insulin resistance
Kahn, B. B., & Flier, J. S. (2000) · Journal of Clinical Investigation · doi:10.1172/jci10842 · Cited by 3,283 · see citing works
Self-citationKim, H. J., Park, S. Y., Choi, Y. J., Han, S. J., Lee, K. W., & Kim, D. J. (2013) · Hormone Research in Paediatrics · doi:10.1159/000348848 · Cited by 3,061 · see citing works
Local and systemic insulin resistance resulting from hepatic activation of IKK-β and NF-κB
Cai, D., Yuan, M., Frantz, D. F., Melendez, P. A., Hansen, L., Lee, J., & Shoelson, S. E. (2005) · Nature Medicine · doi:10.1038/nm1166 · Cited by 2,245 · see citing works
Protection from obesity-induced insulin resistance in mice lacking TNF-α function
Uysal, K. T., Wiesbrock, S. M., Marino, M. W., & Hotamisligil, G. S. (1997) · Nature · doi:10.1038/39335 · Cited by 2,234 · see citing works
Serum retinol binding protein 4 contributes to insulin resistance in obesity and type 2 diabetes
Yang, Q., Graham, T. E., Mody, N., Preitner, F., Peroni, O. D., Zabolotny, J. M., Kotani, K., Quadro, L., & Kahn, B. B. (2005) · Nature · doi:10.1038/nature03711 · Cited by 2,086 · see citing works
Yuan, M., Konstantopoulos, N., Lee, J., Hansen, L., Li, Z.-W., Karin, M., & Shoelson, S. E. (2001) · Science · doi:10.1126/science.1061620 · Cited by 1,884 · see citing works
Obesity-induced inflammatory changes in adipose tissue
Wellen, K. E., & Hotamisligil, G. S. (2003) · Journal of Clinical Investigation · doi:10.1172/jci200320514 · Cited by 1,823 · see citing works
IKK-β links inflammation to obesity-induced insulin resistance
Arkan, M. C., Hevener, A. L., Greten, F. R., Maeda, S., Li, Z.-W., Long, J. M., Wynshaw-Boris, A., Poli, G., Olefsky, J., & Karin, M. (2005) · Nature Medicine · doi:10.1038/nm1185 · Cited by 1,773 · see citing works
Free fatty acids regulate insulin secretion from pancreatic β cells through GPR40
Itoh, Y., Kawamata, Y., Harada, M., Kobayashi, M., Fujii, R., Fukusumi, S., Ogi, K., Hosoya, M., Tanaka, Y., Uejima, H., et al. (2003) · Nature · doi:10.1038/nature01478 · Cited by 1,538 · see citing works
Free fatty acids regulate gut incretin glucagon-like peptide-1 secretion through GPR120
Hirasawa, A., Tsumaya, K., Awaji, T., Katsuma, S., Adachi, T., Yamada, M., Sugimoto, Y., Miyazaki, S., & Tsujimoto, G. (2004) · Nature Medicine · doi:10.1038/nm1168 · Cited by 1,535 · see citing works
Itani, S. I., Ruderman, N. B., Schmieder, F., & Boden, G. (2002) · Diabetes · doi:10.2337/diabetes.51.7.2005 · Cited by 1,390 · see citing works
Dresner, A., Laurent, D., Marcucci, M., Griffin, M. E., Dufour, S., Cline, G. W., Slezak, L. A., Andersen, D. K., Hundal, R. S., Rothman, D. L., et al. (1999) · Journal of Clinical Investigation · doi:10.1172/jci5001 · Cited by 1,311 · see citing works
Lee, J. Y., Sohn, K. H., Rhee, S. H., & Hwang, D. (2001) · Journal of Biological Chemistry · doi:10.1074/jbc.m011695200 · Cited by 1,299 · see citing works
Prevention of fat-induced insulin resistance by salicylate
Kim, J. K., Kim, Y.-J., Fillmore, J. J., Chen, Y., Moore, I., Lee, J., Yuan, M., Li, Z. W., Karin, M., Perret, P., et al. (2001) · Journal of Clinical Investigation · doi:10.1172/jci11559 · Cited by 737 · see citing works
Recognition of pneumolysin by Toll-like receptor 4 confers resistance to pneumococcal infection
Malley, R., Henneke, P., Morse, S. C., Cieslewicz, M. J., Lipsitch, M., Thompson, C. M., Kurt‐Jones, E. A., Paton, J. C., Wessels, M. R., & Golenbock, D. T. (2003) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0435928100 · Cited by 704 · see citing works
Boden, G., She, P., Mozzoli, M., Cheung, P., Gumireddy, K., Reddy, P., Xiang, X., Luo, Z., & Ruderman, N. (2005) · Diabetes · doi:10.2337/diabetes.54.12.3458 · Cited by 528 · see citing works
Lee, J. Y., Ye, J., Gao, Z., Youn, H. S., Lee, W. H., Zhao, L., Sizemore, N., & Hwang, D. H. (2003) · Journal of Biological Chemistry · doi:10.1074/jbc.m305213200 · Cited by 524 · see citing works
LAFLAMME, N., & RIVEST, S. (2001) · The FASEB Journal · doi:10.1096/fj.00-0339com · Cited by 501 · see citing works
Effects of fat on insulin-stimulated carbohydrate metabolism in normal men.
Boden, G., Jadali, F., White, J. V., Liang, Y. T., Mozzoli, M. A., Chen, X., Coleman, E., & Smith, C. R. (1991) · Journal of Clinical Investigation · doi:10.1172/jci115399 · Cited by 500 · see citing works
PKC-θ knockout mice are protected from fat-induced insulin resistance
Kim, J. K., Fillmore, J. J., Sunshine, M. J., Albrecht, B., Higashimori, T., Kim, D.-W., Liu, Z.-X., Soos, T. J., Cline, G. W., O’Brien, W. R., et al. (2004) · Journal of Clinical Investigation · doi:10.1172/jci200422230 · Cited by 500 · see citing works
Nguyen, M. T. A., Satoh, H., Favelyukis, S., Babendure, J. L., Imamura, T., Sbodio, J. I., Zalevsky, J., Dahiyat, B. I., Chi, N.-W., & Olefsky, J. M. (2005) · Journal of Biological Chemistry · doi:10.1074/jbc.m504611200 · Cited by 411 · see citing works
Boden, G. (2003) · Experimental and Clinical Endocrinology & Diabetes · doi:10.1055/s-2003-39781 · Cited by 348 · see citing works
Ajuwon, K. M., & Spurlock, M. E. (2005) · The Journal of Nutrition · doi:10.1093/jn/135.8.1841 · Cited by 343 · see citing works
Gao, Z., Zhang, X., Zuberi, A. R., Hwang, D. H., Quon, M. J., Lefevre, M., & Ye, J. (2004) · Molecular Endocrinology · doi:10.1210/me.2003-0383 · Cited by 335 · see citing works
Weigert, C., Brodbeck, K., Staiger, H., Kausch, C., Machicao, F., Häring, H. U., & Schleicher, E. D. (2004) · Journal of Biological Chemistry · doi:10.1074/jbc.m312692200 · Cited by 269 · see citing works
Kim, J. K., Gimeno, R. E., Higashimori, T., Kim, H., Choi, H., Punreddy, S., Mozell, R. L., Tan, G., Stricker‐Krongrad, A., Hirsch, D. J., et al. (2004) · Journal of Clinical Investigation · doi:10.1172/jci18917 · Cited by 244 · see citing works
Toll-like receptors as potential therapeutic targets for multiple diseases
Zuany‐Amorim, C., Hastewell, J. G., & Walker, C. (2002) · Nature Reviews Drug Discovery · doi:10.1038/nrd914 · Cited by 231 · see citing works
Suppressor of Cytokine Signaling 3 Is a Physiological Regulator of Adipocyte Insulin Signaling
Shi, H., Tzameli, I., Bjørbæk, C., & Flier, J. S. (2004) · Journal of Biological Chemistry · doi:10.1074/jbc.m403886200 · Cited by 223 · see citing works
Self-citationSinha, S., Perdomo, G., Brown, N. F., & O'Doherty, R. M. (2004) · Journal of Biological Chemistry · doi:10.1074/jbc.m406514200 · Cited by 215 · see citing works
Kim, J. K., Gimeno, R. E., Higashimori, T., Kim, H., Choi, H., Punreddy, S., Mozell, R. L., Tan, G., Stricker‐Krongrad, A., Hirsch, D. J., et al. (2004) · Journal of Clinical Investigation · doi:10.1172/jci200418917 · Cited by 212 · see citing works
Palmitate-Induced Interleukin-6 Expression in Human Coronary Artery Endothelial Cells
Staiger, H., Staiger, K., Stefan, N., Wahl, H. G., Machicao, F. E., Kellerer, M., & Häring, H. (2004) · Diabetes · doi:10.2337/diabetes.53.12.3209 · Cited by 169 · see citing works
Lam, T. K. T., van de Werve, G., & Giacca, A. (2003) · American Journal of Physiology-Endocrinology and Metabolism · doi:10.1152/ajpendo.00332.2002 · Cited by 157 · see citing works
Hwang, D. H. (2001) · The FASEB Journal · doi:10.1096/fj.01-0432com · Cited by 136 · see citing works
Frost, R. A., Nystrom, G. J., & Lang, C. H. (2003) · American Journal of Physiology-Regulatory, Integrative and Comparative Physiology · doi:10.1152/ajpregu.00164.2003 · Cited by 92 · see citing works
Fatty Acid-Induced Insulin Resistance in Adipocytes*
Fung, M. K. Y., Williford, J., Wells, A. H., & Hardy, R. W. (1997) · Endocrinology · doi:10.1210/endo.138.10.5458 · Cited by 91 · see citing works
Prevention of fat-induced insulin resistance by salicylate
Kim, J. K., Kim, Y. J., Fillmore, J. J., et al. (2001) · Journal of Clinical Investigation · doi:10.1172/jci200111559 · Cited by 80 · see citing works
Role of the sulfonylurea receptor in regulating human adipocyte metabolism
Shi, H., Moustaïd‐Moussa, N., Wilkison, W. O., & Zemel, M. B. (1999) · The FASEB Journal · doi:10.1096/fasebj.13.13.1833 · Cited by 72 · see citing works
Self-citationAjuwon, K. M., Jacobi, S. K., Kuske, J. L., & Spurlock, M. E. (2004) · American Journal of Physiology-Regulatory, Integrative and Comparative Physiology · doi:10.1152/ajpregu.00585.2003 · Cited by 63 · see citing works
Frost, R. A., Nystrom, G. J., & Lang, C. H. (2004) · American Journal of Physiology-Cell Physiology · doi:10.1152/ajpcell.00010.2004 · Cited by 56 · see citing works
Flagged first, then by citations
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Inflammation and metabolic disorders
Hotamisligil, G. S. (2006) · Nature · doi:10.1038/nature05485 · Cited by 9,199 · see citing works
Metabolic Endotoxemia Initiates Obesity and Insulin Resistance
Cani, P. D., Amar, J., Iglesias, M. A., Poggi, M., Knauf, C., Bastelica, D., Neyrinck, A. M., Fava, F., Tuohy, K. M., Chabo, C., et al. (2007) · Diabetes · doi:10.2337/db06-1491 · Cited by 6,638 · see citing works
Cani, P. D., Bibiloni, R., Knauf, C., Waget, A., Neyrinck, A. M., Delzenne, N. M., & Burcelin, R. (2008) · Diabetes · doi:10.2337/db07-1403 · Cited by 4,819 · see citing works
Inflammatory Mechanisms in Obesity
Gregor, M. F., & Hotamisligil, G. S. (2011) · Annual Review of Immunology · doi:10.1146/annurev-immunol-031210-101322 · Cited by 3,754 · see citing works
Type 2 diabetes as an inflammatory disease
Donath, M. Y., & Shoelson, S. E. (2011) · Nature Reviews Immunology · doi:10.1038/nri2925 · Cited by 3,737 · see citing works
Sterile inflammation: sensing and reacting to damage
Chen, G. Y., & Nuñez, G. (2010) · Nature Reviews Immunology · doi:10.1038/nri2873 · Cited by 3,051 · see citing works
Mechanisms of Insulin Action and Insulin Resistance
Petersen, M. C., & Shulman, G. I. (2018) · Physiological Reviews · doi:10.1152/physrev.00063.2017 · Cited by 3,028 · see citing works
Macrophages, inflammation, and insulin resistance
Olefsky, J. M., & Glass, C. K. (2010) · Annual Review of Physiology · doi:10.1146/annurev-physiol-021909-135846 · Cited by 2,733 · see citing works
The NLRP3 inflammasome instigates obesity-induced inflammation and insulin resistance
Vandanmagsar, B., Youm, Y.-H., Ravussin, A., Galgani, J. E., Stadler, K., Mynatt, R. L., Ravussin, E., Stephens, J. M., & Dixit, V. D. (2011) · Nature Medicine · doi:10.1038/nm.2279 · Cited by 2,655 · see citing works
DeFronzo, R. A., Ferrannini, E., Groop, L., Henry, R. R., Herman, W. H., Holst, J. J., Hu, F. B., Kahn, C. R., Raz, I., Shulman, G. I., et al. (2015) · Nature Reviews Disease Primers · doi:10.1038/nrdp.2015.19 · Cited by 2,611 · see citing works
Human nutrition, the gut microbiome and the immune system
Kau, A. L., Ahern, P. P., Griffin, N. W., Goodman, A. L., & Gordon, J. I. (2011) · Nature · doi:10.1038/nature10213 · Cited by 2,588 · see citing works
Evolution of inflammation in nonalcoholic fatty liver disease: The multiple parallel hits hypothesis
Tilg, H., & Moschen, A. R. (2010) · Hepatology · doi:10.1002/hep.24001 · Cited by 2,548 · see citing works
Cani, P. D., Possemiers, S., Van de Wiele, T., Guiot, Y., Everard, A., Rottier, O., Geurts, L., Naslain, D., Neyrinck, A., Lambert, D. M., et al. (2009) · Gut · doi:10.1136/gut.2008.165886 · Cited by 2,518 · see citing works
What we talk about when we talk about fat
Rosen, E. D., & Spiegelman, B. M. (2014) · Cell · doi:10.1016/j.cell.2013.12.012 · Cited by 2,373 · see citing works
Inflammatory links between obesity and metabolic disease
Lumeng, C. N., & Saltiel, A. R. (2011) · Journal of Clinical Investigation · doi:10.1172/jci57132 · Cited by 2,319 · see citing works
Mechanisms for Insulin Resistance: Common Threads and Missing Links
Samuel, V. T., & Shulman, G. I. (2012) · Cell · doi:10.1016/j.cell.2012.02.017 · Cited by 2,294 · see citing works
Adipocyte dysfunctions linking obesity to insulin resistance and type 2 diabetes.
Guilherme, A., Virbasius, J. V., Puri, V., & Czech, M. P. (2008) · Nature Reviews Molecular Cell Biology · doi:10.1038/nrm2391 · Cited by 2,292 · see citing works
Energy Metabolism in the Liver
Rui, L. (2014) · Comprehensive physiology · doi:10.1002/cphy.c130024 · Cited by 2,258 · see citing works
Inflammatory mechanisms linking obesity and metabolic disease
Saltiel, A. R., & Olefsky, J. M. (2017) · Journal of Clinical Investigation · doi:10.1172/jci92035 · Cited by 2,212 · see citing works
Plovier, H., Everard, A., Druart, C., Depommier, C., Van Hul, M., Geurts, L., Chilloux, J., Ottman, N., Duparc, T., Lichtenstein, L., et al. (2017) · Nature Medicine · doi:10.1038/nm.4236 · Cited by 2,204 · see citing works
Adipocytes as regulators of energy balance and glucose homeostasis
Rosen, E. D., & Spiegelman, B. M. (2006) · Nature · doi:10.1038/nature05483 · Cited by 2,170 · see citing works
Metabolic Syndrome and Altered Gut Microbiota in Mice Lacking Toll-Like Receptor 5
Vijay-Kumar, M., Aitken, J. D., Carvalho, F. A., Cullender, T. C., Mwangi, S., Srinivasan, S., Sitaraman, S. V., Knight, R., Ley, R. E., & Gewirtz, A. T. (2010) · Science · doi:10.1126/science.1179721 · Cited by 2,068 · see citing works
Inflammation in obesity, diabetes, and related disorders
Rohm, T. V., Meier, D. T., Olefsky, J. M., & Donath, M. Y. (2022) · Immunity · doi:10.1016/j.immuni.2021.12.013 · Cited by 2,066 · see citing works
NF-κB, Inflammation, and Metabolic Disease
Baker, R. G., Hayden, M. S., & Ghosh, S. (2011) · Cell Metabolism · doi:10.1016/j.cmet.2010.12.008 · Cited by 1,952 · see citing works
Adipose tissue inflammation and metabolic dysfunction in obesity
Kawai, T., Autieri, M. V., & Scalia, R. (2021) · American Journal of Physiology-Cell Physiology · doi:10.1152/ajpcell.00379.2020 · Cited by 1,947 · see citing works
Adipose tissue remodeling and obesity
Sun, K., Kusminski, C. M., & Scherer, P. E. (2011) · Journal of Clinical Investigation · doi:10.1172/jci45887 · Cited by 1,941 · see citing works
Jung, U. J., & Choi, M. (2014) · International Journal of Molecular Sciences · doi:10.3390/ijms15046184 · Cited by 1,898 · see citing works
Targeting the NLRP3 inflammasome in inflammatory diseases
Mangan, M. S. J., Olhava, E. J., Roush, W. R., Seidel, H. M., Glick, G. D., & Latz, E. (2018) · Nature Reviews Drug Discovery · doi:10.1038/nrd.2018.97 · Cited by 1,885 · see citing works
Fatty acid–induced NLRP3-ASC inflammasome activation interferes with insulin signaling
Wen, H., Gris, D., Lei, Y. L., Jha, S., Zhang, L., Huang, M. T.-H., Brickey, W. J., & Ting, J. P. ‐. (2011) · Nature Immunology · doi:10.1038/ni.2022 · Cited by 1,811 · see citing works
Obesity, Inflammation, and Insulin Resistance
Shoelson, S. E., Herrero, L., & Naaz, A. (2007) · Gastroenterology · doi:10.1053/j.gastro.2007.03.059 · Cited by 1,806 · see citing works
Adipose tissue as an endocrine organ
Galić, S., Oakhill, J. S., & Steinberg, G. R. (2009) · Molecular and Cellular Endocrinology · doi:10.1016/j.mce.2009.08.018 · Cited by 1,597 · see citing works
The cellular and signaling networks linking the immune system and metabolism in disease
Osborn, O., & Olefsky, J. M. (2012) · Nature Medicine · doi:10.1038/nm.2627 · Cited by 1,551 · see citing works
Insulin Receptor Signaling in Normal and Insulin-Resistant StatesPreprint
Boucher, J., Kleinridders, A., & Kahn, C. R. (2014) · Cold Spring Harbor Perspectives in Biology · doi:10.1101/cshperspect.a009191 · Cited by 1,473 · see citing works
IL-6 in inflammation, autoimmunity and cancer
Hirano, T. (2021) · International Immunology · doi:10.1093/intimm/dxaa078 · Cited by 1,453 · see citing works
“Shi et al . showed that FFA activates TLR4 signaling and that mice lacking TLR4 are partially protected against high fat diet-induced insulin resistance (306).”
BackgroundMetabolic Syndrome: Updates on Pathophysiology and Management in 2021
Fahed, G., Aoun, L., Bou Zerdan, M., Allam, S., Bou Zerdan, M., Bouferraa, Y., & Assi, H. I. (2022) · International Journal of Molecular Sciences · doi:10.3390/ijms23020786 · Cited by 1,441 · see citing works
Impact of the gut microbiota on inflammation, obesity, and metabolic disease
Boulangé, C. L., Neves, A. L., Chilloux, J., Nicholson, J. K., & Dumas, M.-E. (2016) · Genome Medicine · doi:10.1186/s13073-016-0303-2 · Cited by 1,438 · see citing works
Hypothalamic IKKβ/NF-κB and ER Stress Link Overnutrition to Energy Imbalance and Obesity
Zhang, X., Zhang, G., Zhang, H., Karin, M., Bai, H., & Cai, D. (2008) · Cell · doi:10.1016/j.cell.2008.07.043 · Cited by 1,350 · see citing works
NF-κB in the liver—linking injury, fibrosis and hepatocellular carcinoma
Luedde, T., & Schwabe, R. F. (2011) · Nature Reviews Gastroenterology & Hepatology · doi:10.1038/nrgastro.2010.213 · Cited by 1,345 · see citing works
Masters, S. L., Dunne, A., Subramanian, S. L., Hull, R. L., Tannahill, G. M., Sharp, F. A., Becker, C., Franchi, L., Yoshihara, E., Chen, Z., et al. (2010) · Nature Immunology · doi:10.1038/ni.1935 · Cited by 1,330 · see citing works
Macrophage-mediated inflammation in metabolic disease
Chawla, A., Nguyen, K. D., & Goh, Y. P. S. (2011) · Nature reviews. Immunology · doi:10.1038/nri3071 · Cited by 1,314 · see citing works
Wymann, M. P., & Schneiter, R. (2008) · Nature Reviews Molecular Cell Biology · doi:10.1038/nrm2335 · Cited by 1,284 · see citing works
Ganoderma lucidum reduces obesity in mice by modulating the composition of the gut microbiota
Chang, C., Lin, C.-S., Lu, C., Martel, J., Ko, Y., Ojcius, D. M., Tseng, S., Wu, T.-R., Chen, Y. M., Young, J. D., et al. (2015) · Nature Communications · doi:10.1038/ncomms8489 · Cited by 1,251 · see citing works
Liver Fibrosis: Mechanistic Concepts and Therapeutic Perspectives
Roehlen, N., Crouchet, E., & Baumert, T. F. (2020) · Cells · doi:10.3390/cells9040875 · Cited by 1,237 · see citing works
Adipose Tissue Remodeling: Its Role in Energy Metabolism and Metabolic Disorders
Choe, S. S., Huh, J. Y., Hwang, I. J., Kim, J. I., & Kim, J. B. (2016) · Frontiers in Endocrinology · doi:10.3389/fendo.2016.00030 · Cited by 1,206 · see citing works
Adapting to obesity with adipose tissue inflammation
Reilly, S. M., & Saltiel, A. R. (2017) · Nature Reviews Endocrinology · doi:10.1038/nrendo.2017.90 · Cited by 1,204 · see citing works
Insulin sensitivity: Modulation by nutrients and inflammation
Schenk, S., Saberi, M., & Olefsky, J. M. (2008) · Journal of Clinical Investigation · doi:10.1172/jci34260 · Cited by 1,191 · see citing works
Chronic Adipose Tissue Inflammation Linking Obesity to Insulin Resistance and Type 2 Diabetes
Zatterale, F., Longo, M., Naderi, J., Raciti, G. A., Desiderio, A., Miele, C., & Beguinot, F. (2020) · Frontiers in Physiology · doi:10.3389/fphys.2019.01607 · Cited by 1,180 · see citing works
Inflammation and insulin resistance
de Luca, C., & Olefsky, J. M. (2008) · FEBS Letters · doi:10.1016/j.febslet.2007.11.057 · Cited by 1,161 · see citing works
The NLRP3 Inflammasome: A Sensor for Metabolic Danger?
Schroder, K., Zhou, R., & Tschopp, J. (2010) · Science · doi:10.1126/science.1184003 · Cited by 1,131 · see citing works
Milanski, M., Degasperi, G., Coope, A., Morari, J., Denis, R., Cintra, D. E., Tsukumo, D. M. L., Anhe, G., Amaral, M. E., Takahashi, H. K., et al. (2009) · The Journal of Neuroscience · doi:10.1523/jneurosci.2760-08.2009 · Cited by 1,125 · see citing works
Regulation and function of AMPK in physiology and diseases
Jeon, S. (2016) · Experimental & Molecular Medicine · doi:10.1038/emm.2016.81 · Cited by 1,121 · see citing works
Role of Mitochondrial Dysfunction in Insulin Resistance
Kim, J.-A., Wei, Y., & Sowers, J. R. (2008) · Circulation Research · doi:10.1161/circresaha.107.165472 · Cited by 1,103 · see citing works
Dietary factors and low-grade inflammation in relation to overweight and obesity
Calder, P. C., Ahluwalia, N., Brouns, F., Buetler, T., Clement, K., Cunningham, K., Esposito, K., Jönsson, L. S., Kolb, H., Lansink, M., et al. (2011) · British Journal of Nutrition · doi:10.1017/s0007114511005460 · Cited by 1,098 · see citing works
Metabolic Inflammation and Insulin Resistance in Obesity
Wu, H., & Ballantyne, C. M. (2020) · Circulation Research · doi:10.1161/circresaha.119.315896 · Cited by 1,059 · see citing works
Nutrient sensing and inflammation in metabolic diseases
Hotamisligil, G. S., & Erbay, E. (2008) · Nature Reviews Immunology · doi:10.1038/nri2449 · Cited by 1,040 · see citing works
Nguyen, M. T. A., Favelyukis, S., Nguyen, A.-K., Reichart, D., Scott, P. A., Jenn, A., Liu-Bryan, R., Glass, C. K., Neels, J. G., & Olefsky, J. M. (2007) · Journal of Biological Chemistry · doi:10.1074/jbc.m706762200 · Cited by 1,035 · see citing works
Adipokine dysregulation, adipose tissue inflammation and metabolic syndrome
Maury, E., & Brichard, S. M. (2010) · Molecular and Cellular Endocrinology · doi:10.1016/j.mce.2009.07.031 · Cited by 1,026 · see citing works
Adipose tissue expandability, lipotoxicity and the Metabolic Syndrome — An allostatic perspective
Virtue, S., & Vidal-Puig, A. (2010) · Biochimica et Biophysica Acta (BBA) - Molecular and Cell Biology of Lipids · doi:10.1016/j.bbalip.2009.12.006 · Cited by 1,013 · see citing works
Obesity, inflammation, and atherosclerosis
Rocha, V. Z., & Libby, P. (2009) · Nature Reviews Cardiology · doi:10.1038/nrcardio.2009.55 · Cited by 994 · see citing works
DAMPening Inflammation by Modulating TLR Signalling
Piccinini, A. M., & Midwood, K. S. (2010) · Mediators of Inflammation · doi:10.1155/2010/672395 · Cited by 976 · see citing works
The role of the gut microbiota in energy metabolism and metabolic disease
Cani, P., & Delzenne, N. (2009) · Current Pharmaceutical Design · doi:10.2174/138161209788168164 · Cited by 974 · see citing works
Caesar, R., Tremaroli, V., Kovatcheva-Datchary, P., Cani, P. D., & Bäckhed, F. (2015) · Cell Metabolism · doi:10.1016/j.cmet.2015.07.026 · Cited by 960 · see citing works
Fibrosis and adipose tissue dysfunction.
Sun, K., Tordjman, J., Clément, K., & Scherer, P. E. (2013) · Cell Metabolism · doi:10.1016/j.cmet.2013.06.016 · Cited by 960 · see citing works
Akbari, E., Asemi, Z., Daneshvar Kakhaki, R., Bahmani, F., Kouchaki, E., Tamtaji, O. R., Hamidi, G. A., & Salami, M. (2016) · Frontiers in Aging Neuroscience · doi:10.3389/fnagi.2016.00256 · Cited by 946 · see citing works
Inflammation and Lipid Signaling in the Etiology of Insulin Resistance
Glass, C. K., & Olefsky, J. M. (2012) · Cell Metabolism · doi:10.1016/j.cmet.2012.04.001 · Cited by 942 · see citing works
Sirt1 protects against high-fat diet-induced metabolic damage
Pfluger, P. T., Herranz, D., Velasco-Miguel, S., Serrano, M., & Tschöp, M. H. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0802917105 · Cited by 928 · see citing works
The Phagocytic Function of Macrophage-Enforcing Innate Immunity and Tissue Homeostasis
Hirayama, D., Iida, T., & Nakase, H. (2017) · International Journal of Molecular Sciences · doi:10.3390/ijms19010092 · Cited by 927 · see citing works
Brown, B. N., Ratner, B. D., Goodman, S. B., Amar, S., & Badylak, S. F. (2012) · Biomaterials · doi:10.1016/j.biomaterials.2012.02.034 · Cited by 926 · see citing works
“pathways, suggesting a potential mechanism by which obesityinduced inflammation may occur [73,74].”
BackgroundFetuin-A acts as an endogenous ligand of TLR4 to promote lipid-induced insulin resistance
Pal, D., Dasgupta, S., Kundu, R., Maitra, S., Das, G., Mukhopadhyay, S., Ray, S., Majumdar, S. S., & Bhattacharya, S. (2012) · Nature Medicine · doi:10.1038/nm.2851 · Cited by 922 · see citing works
Western Diet and the Immune System: An Inflammatory Connection
Christ, A., Lauterbach, M., & Latz, E. (2019) · Immunity · doi:10.1016/j.immuni.2019.09.020 · Cited by 907 · see citing works
Global Impacts of Western Diet and Its Effects on Metabolism and Health: A Narrative Review
Clemente‐Suárez, V. J., Beltrán-Velasco, A. I., Redondo-Flórez, L., Martín-Rodríguez, A., & Tornero-Aguilera, J. F. (2023) · Nutrients · doi:10.3390/nu15122749 · Cited by 873 · see citing works
Cani, P. D., Osto, M., Geurts, L., & Everard, A. (2012) · Gut Microbes · doi:10.4161/gmic.19625 · Cited by 864 · see citing works
Boden, G. H. (2008) · Endocrinology and Metabolism Clinics of North America · doi:10.1016/j.ecl.2008.06.007 · Cited by 852 · see citing works
Obesity, insulin resistance and free fatty acids
Boden, G. (2011) · Current Opinion in Endocrinology, Diabetes & Obesity · doi:10.1097/med.0b013e3283444b09 · Cited by 848 · see citing works
Lipotoxicity and the gut-liver axis in NASH pathogenesis
Marra, F., & Svegliati-Baroni, G. (2018) · Journal of Hepatology · doi:10.1016/j.jhep.2017.11.014 · Cited by 847 · see citing works
Alternative M2 Activation of Kupffer Cells by PPARδ Ameliorates Obesity-Induced Insulin Resistance
Odegaard, J. I., Ricardo-González, R. R., Eagle, A. R., Vats, D., Morel, C. R., Goforth, M. H., Subramanian, V., Mukundan, L., Ferrante, A. W., & Chawla, A. (2008) · Cell Metabolism · doi:10.1016/j.cmet.2008.04.003 · Cited by 840 · see citing works
Amar, J., Chabo, C., Waget, A., Klopp, P., Vachoux, C., Bermúdez‐Humarán, L. G., Smirnova, N. F., Bergé, M., Sulpice, T., Lahtinen, S. J., et al. (2011) · EMBO Molecular Medicine · doi:10.1002/emmm.201100159 · Cited by 837 · see citing works
Kratz, M., Coats, B. R., Hisert, K. B., Hagman, D. K., Mutskov, V. J., Peris, E., Schoenfelt, K. Q., Kuzma, J. N., Larson, I. A., Billing, P. S., et al. (2014) · Cell Metabolism · doi:10.1016/j.cmet.2014.08.010 · Cited by 828 · see citing works
Tsukumo, D. M. L., Carvalho-Filho, M. A., Carvalheira, J. B. C., Prada, P. O., Hirabara, S. M., Schenka, A. A., Araújo, E. P., Vassallo, J., Curi, R., Velloso, L. A., et al. (2007) · Diabetes · doi:10.2337/db06-1595 · Cited by 826 · see citing works
RetractedReactive oxygen species in health and disease
Alfadda, A. A., & Sallam, R. M. (2012) · Journal of Biomedicine and Biotechnology · doi:10.1155/2012/936486 · Cited by 824 · see citing works
Keeping It All Going—Complement Meets Metabolism
Kolev, M. V., & Kemper, C. (2017) · Frontiers in Immunology · doi:10.3389/fimmu.2017.00001 · Cited by 819 · see citing works
Linking Gut Microbiota and Inflammation to Obesity and Insulin Resistance
Saad, M. J. A., Santos, A., & Prada, P. O. (2016) · Physiology · doi:10.1152/physiol.00041.2015 · Cited by 818 · see citing works
High-Fat, Western-Style Diet, Systemic Inflammation, and Gut Microbiota: A Narrative Review
Malesza, I. J., Malesza, M., Walkowiak, J., Mussin, N. M., Walkowiak, D., Aringazina, R. A., Bartkowiak-Wieczorek, J., & Mądry, E. (2021) · Cells · doi:10.3390/cells10113164 · Cited by 807 · see citing works
Mechanisms of obesity-associated insulin resistance: many choices on the menuPreprint
Qatanani, M., & Lazar, M. A. (2007) · Genes & Development · doi:10.1101/gad.1550907 · Cited by 780 · see citing works
Inflammatory mechanisms in the regulation of insulin resistance
Tilg, H., & Moschen, A. R. (2008) · Molecular Medicine · doi:10.2119/2007-00119.tilg · Cited by 779 · see citing works
Dietary fats and prevention of type 2 diabetes
Risérus, U., Willett, W. C., & Hu, F. B. (2009) · Progress in Lipid Research · doi:10.1016/j.plipres.2008.10.002 · Cited by 753 · see citing works
Intestinal microbiota in patients with nonalcoholic fatty liver disease
Mouzaki, M., Comelli, E. M., Arendt, B. M., Bonengel, J., Fung, S. K., Fischer, S. E., McGilvray, I. D., & Allard, J. P. (2013) · Hepatology · doi:10.1002/hep.26319 · Cited by 749 · see citing works
The human gut microbiota: Metabolism and perspective in obesity
Gomes, A. C., Hoffmann, C., & Mota, J. F. (2018) · Gut Microbes · doi:10.1080/19490976.2018.1465157 · Cited by 745 · see citing works
Weight loss and lipolysis promote a dynamic immune response in murine adipose tissue
Kosteli, A., Sugaru, E., Haemmerle, G., Martin, J. F., Lei, J., Zechner, R., & Ferrante, A. W. (2010) · Journal of Clinical Investigation · doi:10.1172/jci42845 · Cited by 726 · see citing works
Toll‐like receptors and adaptor molecules in liver disease: Update†
Seki, E., & Brenner, D. A. (2008) · Hepatology · doi:10.1002/hep.22306 · Cited by 722 · see citing works
Obesity, Inflammation, Toll-Like Receptor 4 and Fatty Acids
Rogero, M. M., & Calder, P. C. (2018) · Nutrients · doi:10.3390/nu10040432 · Cited by 720 · see citing works
Role of the Microenvironment in the Pathogenesis and Treatment of Hepatocellular Carcinoma
Hernández–Gea, V., Toffanin, S., Friedman, S. L., & Llovet, J. M. (2013) · Gastroenterology · doi:10.1053/j.gastro.2013.01.002 · Cited by 718 · see citing works
Metabolic functions of FABPs—mechanisms and therapeutic implications
Hotamisligil, G. S., & Bernlohr, D. A. (2015) · Nature Reviews Endocrinology · doi:10.1038/nrendo.2015.122 · Cited by 712 · see citing works
Holland, W. L., Bikman, B. T., Wang, L.-P., Yuguang, G., Sargent, K. M., Bulchand, S., Knotts, T. A., Shui, G., Clegg, D. J., Wenk, M. R., et al. (2011) · Journal of Clinical Investigation · doi:10.1172/jci43378 · Cited by 705 · see citing works
Kang, K., Reilly, S. M., Karabacak, V., Gangl, M. R., Fitzgerald, K., Hatano, B., & Lee, C.-H. (2008) · Cell Metabolism · doi:10.1016/j.cmet.2008.04.002 · Cited by 699 · see citing works
Lee, B.-C., & Lee, J. (2013) · Biochimica et Biophysica Acta (BBA) - Molecular Basis of Disease · doi:10.1016/j.bbadis.2013.05.017 · Cited by 697 · see citing works
Skeletal muscle inflammation and insulin resistance in obesity
Wu, H., & Ballantyne, C. M. (2017) · Journal of Clinical Investigation · doi:10.1172/jci88880 · Cited by 695 · see citing works
Adipokines Mediate Inflammation and Insulin Resistance
Kwon, H., & Pessin, J. E. (2013) · Frontiers in Endocrinology · doi:10.3389/fendo.2013.00071 · Cited by 695 · see citing works
Rehman, K., & Akash, M. S. H. (2016) · Journal of Biomedical Science · doi:10.1186/s12929-016-0303-y · Cited by 685 · see citing works
Metabolites as regulators of insulin sensitivity and metabolism
Yang, Q., Vijayakumar, A., & Kahn, B. B. (2018) · Nature Reviews Molecular Cell Biology · doi:10.1038/s41580-018-0044-8 · Cited by 681 · see citing works
- Authors
- Shi, H., Kokoeva, M. V., Inouye, K., Tzameli, I., Yin, H., & Flier, J. S.
- Affiliations
- Beth Israel Deaconess Medical Center (US)
- Corresponding author
- Flier, Jeffrey S.
- Venue
- Journal of Clinical Investigation
- Published
- 2006-11-01
- Volume
- 116
- Issue
- 11
- Pages
- 3015-3025
- ISSN
- 0021-9738 (ISSN-L)
- PMC
- PMC1616196
- OpenAlex
- W2156280702
- Cited by
- 3,690
- References
- 47
- Citations by year
- 2026: 126 · 2025: 131 · 2024: 135 · 2023: 140 · 2022: 167 · 2021: 176 · 2020: 209 · 2019: 180 · 2018: 206 · 2017: 243 · 2016: 220 · 2015: 259 · 2014: 222 · 2013: 274 · 2012: 252
- FWCI
- 86.79
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Journal of Clinical Investigation (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institutes of Health
- National Institute of Diabetes and Digestive and Kidney Diseases (DK-R37-28082, R37DK028082)
- Topics
- Health Sciences › Medicine › Epidemiology › Adipokines, Inflammation, and Metabolic Diseases
- Life Sciences › Immunology and Microbiology › Immunology › Immune Response and Inflammation
- Health Sciences › Medicine › Physiology › Adipose Tissue and Metabolism
- Keywords
- TLR4, lipopolysaccharide receptor, innate immunity, obesity, adipocytes, macrophages, inflammation, insulin signaling, glucose metabolism, high-fat diet, energy balance, TLR4-deficient mice
- MeSH terms
- Adipose Tissue, Animals, Cell Line, Fats, Fatty Acids, Female, Glucose, Humans, Immunity, Innate, Insulin Resistance, Macrophages, Muscles, Signal Transduction, Cytokines, NF-kappa B, Adipocytes, Genes, Reporter, Mice, Knockout, Toll-Like Receptor 4, Mice
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