Abstract
The adipokine adiponectin improves insulin sensitivity. Functional signal transduction of adiponectin requires at least one of the receptors AdipoR1 or AdipoR2, but additionally the glycosyl phosphatidylinositol-anchored molecule, T-cadherin. Overnutrition causes a reduction in adiponectin synthesis and an increase in the circulating levels of the enzyme glycosyl phosphatidylinositol-phospholipase D (GPI-PLD). GPI-PLD promotes the hydrolysis of T-cadherin. The functional consequence of T-cadherin hydrolysis is a reduction in adiponectin sequestration by responsive tissues, an augmentation of adiponectin levels in circulation and a (further) reduction in signal transduction. This process creates the paradoxical situation that adiponectin levels are augmented, whereas the adiponectin signal transduction and insulin sensitivity remain strongly impaired. Although both hypoadiponectinemia and hyperadiponectinemia reflect a situation of insulin resistance, the treatments are likely to be different.
Keywords: insulin resistance, glycosyl phosphatidylinositol-phospholipase D, type 2 diabetes, T-cadherin, hyperadiponectinemia
1. Introduction
Healthy adipose tissue produces a protein called adiponectin that displays anti-inflammatory activity in macrophages [1,2,3] and improves insulin sensitivity in skeletal muscle [4]. Overnutrition with calory-rich foods leads a hypertrophy of abdominal and subcutaneous white adipose tissue [5]. Hypertrophic white adipose tissue is poorly perfused and the resulting hypoxia shuts down the production of adiponectin [6,7]. Overnutrition-induced adipocyte hypertrophy thereby promotes the development of insulin resistance, chronic inflammation, macrophage infiltration into the adipose tissue, mitochondrial dysfunction and ultimately adipocyte death [8,9]. These negative consequences of overnutrition are reversed by drastic reduction in food intake [6,10], as well as by bariatric surgery [8,11,12,13,14], and are accompanied by a normalization of serum adiponectin levels [7,10,11,12,13]. Consequently, hypoadiponectinemia is considered both a risk factor [15,16] and a biomarker [17,18,19] of type 2 diabetes. In a meta-analysis of 34 prospective studies [20], low adiponectin levels were associated with an increased risk of developing type 2 diabetes. Whilst obesity usually gives rise to an increase in blood pro-inflammatory cytokines [21,22] and an altered lipid profile [23,24], the association between low levels of adiponectin and type 2 diabetes remained unchanged after adjusting for inflammation and dyslipidemia markers [25]. The association was, however, substantially attenuated after adjustment for insulin sensitivity or glycemia markers. This result suggests that it is the insulin sensitivity not the obesity that drives the association between adiponectin and type 2 diabetes [20].
2. Adiponectin Levels in Metabolic Syndrome
Based on these clinical studies and the mechanistic studies in animals, one would anticipate that hypoadiponectinemia would be typical for patients with insulin resistance (including metabolic syndrome, as well as related diseases such as atherosclerosis, cancer, vascular depression and dementia) [25,26,27]; however, the reality is different. Rather than hypoadiponectinemia, numerous studies report elevated adiponectin levels. For instance, type 2 diabetic patients with genetically defective insulin receptors or insulin resistance due to antibodies against the insulin receptor display remarkably high adiponectin levels [28]. In patients with type 1 diabetes, the circulating levels of adiponectin are also increased [29]. In the latter study, it is remarkable that adiponectin was mainly of the high molecular weight form (see below), whereas there was evidence for insulin resistance [29]. Moreover, cardiovascular mortality in patients with type 2 diabetes did not correlate with hypoadiponectinemia as expected but counterintuitively with high adiponectin levels [30]. Defective insulin signaling is also a hallmark of cognitive decline, mild cognitive impairment and Alzheimer’s disease [31,32,33]. Nevertheless, studies that investigated plasma and CSF levels of patients with dementia invariably observed increases rather than the expected decreases in adiponectin [34,35,36,37,38]. Finally, although a positive association exists between insulin resistance and depression [39], there are reports that high levels of adiponectin are associated with higher depression scores [40,41].
The situation where high adiponectin levels do not translate into beneficial insulin sensitivity and health benefits is often referred to as “the adiponectin paradox” [28,30,42,43,44]. Over the years, several biological mechanisms have been proposed. These included renal dysfunction, decreased hepatic clearance, a compensatory rise in adiponectin in response to subclinical pathology or a response to sarcopenia [45]. None of these proposed mechanisms has been definitely proven or refuted. In a study by Uetani et al. [46], the authors controlled for renal function and sarcopenia, which indicates that these two factors are unlikely to explain the “adiponectin paradox”. Based on recent insights, an alternative potential explanation for the adiponectin paradox is proposed in the current manuscript.
3. Adiponectin Signaling
In blood, adiponectin circulates as trimers, hexamers and as a ‘high molecular weight (HMW)” polymer of 12–18 units [25]. Three cell-membrane proteins (T-cadherin, AdipoR1 and AdipoR2) bind adiponectin, but only the latter two provide intracellular signal transduction [3,15,47,48]. The hexamer and HMW forms of adiponectin display the highest affinity for T-cadherin [49], whereas the trimeric and smaller forms of adiponectin preferentially bind AdipoR1 and AdipoR2 [25]. T-cadherin is a glycosyl phosphatidyl-inositol (“GPI”)-anchored cell membrane protein that lacks an intracellular domain [50]. The observation that the distribution of T-cadherin largely overlaps with that of the AdipoRs [16] supports the notion that T-cadherin acts as a co-receptor for the AdipoRs [25,50]. In the absence of T-cadherin (for instance after genetic knockdown or knockout), adiponectin production remained unaffected, although the protein was no longer accumulated by the tissues and the levels of adiponectin (hexamers, HMW multimers) in the circulation were augmented [51]. Apparently, T-cadherin is essential for signal transduction because it sequesters hexamer and HMW-adiponectin from the circulation to enable physiologically relevant concentrations in the proximity of the two AdipoRs [51]. High molecular weight adiponectin, together with T-cadherin, is endocytosed into multivesicular bodies of T-cadherin-expressing cells and subsequently released into the extracellular space as exosomal cargo together with T-cadherin and ceramide [52]. Adiponectin enhanced exosome production and secretion and simultaneously reduced the intracellular levels of ceramide [52]. This process, which is adiponectin- and T-cadherin-dependent but AdipoR-independent, probably plays a role in organ protection [52]. Ultimately, circulating exosomes and their cargo are phagocytosed and metabolized by hepatic macrophages [52]. An important point is that the removal of intracellular ceramides improves insulin sensitivity [53,54,55]. In addition to exosome production, adiponectin also improves insulin function via a signaling pathway that involves the AdipoR1 receptor. This pathway ultimately results in stimulation of AMP-activated protein kinase (AMPK), which in turn increases glucose uptake [56].
4. Mechanistic Explanation for the “Adiponectin Paradox”
T-cadherin deficiency in animal studies strongly diminished the functional response to adiponectin, while concomitantly producing a “dramatic” increase in circulating levels of HMW-adiponectin [50,51]. This is reminiscent of clinical studies that reported high levels of HMW-adiponectin in the absence of evident beneficial health effects (sometimes referred to as “adiponectin resistance” [29,30]). As mentioned above, T-cadherin is anchored to the cell membrane via its glycosyl phosphatidylinositol moiety and can be cleaved by a specific phospholipase D (GPI-PLD) [57]. During diet-induced obesity or insulin resistance, the circulating levels of GPI-PLD are significantly augmented, which potentially increases the cleavage of T-cadherin [58]. The mechanism via which obesity enhances the hepatic expression and circulating levels of GPI-PLD is not known, but it seems independent of plasma insulin levels [58]. Under such circumstances the adiponectin-sequestering action of T-cadherin would be lost and AdipoR signaling would be impaired [51]. There is indirect support for this scenario in the clinical literature. Polymorphisms in the gene that encodes T-cadherin (CDH13) are known to influence the baseline values of HMW-adiponectin [46,59]. It is conceivable that these polymorphisms affect the function and stability of T-cadherin. Furthermore, GPI-PLD-mediated cleavage of T-cadherin should lead to measurable levels of “soluble” T-cadherin. Soluble T-cadherin is indeed found in human blood, where it occurs in a 130-KDa, a 100-KDa and a 30-KDa form. The levels of the 30-kDa segment in type 2 diabetic patients were associated with clinical parameters, such as the duration of diabetes, HbA1c, serum C-peptide and LDL-cholesterol [60]. Importantly, the levels of GPI-PLD seem to be influenced by adiponectin, since functional adiponectin signaling suppresses plasma GPI-PLD levels [51]. Dysfunctional adiponectin signaling, as caused by overnutrition, might trigger a vicious process where insufficient adiponectin signal transduction raises the amount of GPI-PLD, causing a loss of membrane-bound T-cadherin, and consequently a further decline in adiponectin signal transduction. Indeed, in humans, plasma GPI-PLD levels correlate with insulin resistance, triglyceride levels and non-alcoholic fatty liver disease [58,61,62]. When HMW-adiponectin is no longer sequestered by the tissues, the levels in blood will rise. Therefore, the enzymatic removal of T-cadherin from the cell surface also provides an explanation for the paradoxical rise in HMW-adiponectin levels in the circulation.
5. Discussion
It should be noted that the current theory for the “adiponectin paradox” remains a theory and should be scrutinized by experiments. There are two potential weak points to the theory. In the first place, the notion that adiponectin positively influences the levels of T-cadherin is presently supported by a single publication only [51], so independent confirmation would be useful. Two groups [58,63] have reported that diabetes causes an increase in GPI-PLD activity and a decrease in tissue T-cadherin levels [51]. Since diabetes is initially associated with a decreased production of adiponectin by adipocytes [15,16], this could explain the increase in GPI-PLD noted by Musada et al. [58] and Müller et al. [63], and this in turn would explain the loss of membrane-bound T-cadherin reported by Matsuda et al. [51]. Thus, the existing literature is internally consistent. The second point concerns the co-localization of AdipoR and T-cadherin [16,25,51]. A complete co-localization is contested by Kadowaki et al. [15], who noted that hepatocytes, an important target for insulin-mediated glucose metabolism, do not express T-cadherin. In this respect, it should be noted that GPI-PLD is abundantly expressed in hepatocytes [58,64]. In these cells, GPI-PLD causes the production of diacylglycerol (from glycosyl phosphatidylinositol), which activates protein kinase Cε. This kinase phosphorylates insulin receptor substrate-1, which inhibits insulin signaling [58]. Therefore, in hepatocytes it is the activation of GPI-PLD that causes the insulin resistance, not the hypoadiponectinemia. Concerning the hepatocytes, it seems that adiponectin and T-cadherin play only minor roles. Hyperadiponectinemia with HMW-adiponectin is also seen in chronic heart failure [30,65] and in autoimmune diseases [66,67]. In autoimmune diseases, high circulating levels of TNFα [68] suppress the adiponectin secretion by adipocytes [10,69,70] and predict the development of type 2 diabetes [71,72]. The consequence would be an increase in GPI-PLD (as described by Masuda et al. [58]), followed by hydrolysis of T-cadherin from the cell membrane and an increase in HMW-adiponectin circulation. In heart failure, hypertrophic cardiomyocytes release atrial natriuretic peptide, which activates adiponectin production by adipocytes [73]. Cellular hypertrophy (here cardiomyocytes) is associated with an increased release of GPI-anchored proteins [63], presumably including T-cadherin. This could be the trigger for an increase in GPI-PLD activity, further loss of membrane-bound T-cadherin and a poor sequestration of HMW-adiponectin from the circulation. Consistent with this notion, treatment with diuretics and vasodilators in order to limit cardiomyocyte hypertrophy provoked a reduction in hyperadiponectinemia in heart failure patients [74].
If the above outlined vicious process is validated by additional experiments, it would provide strong support for the notion that both low and high plasma levels of adiponectin reflect a state of insulin resistance. Hypoadiponectinemia would be more benign and could be corrected by treatments that raise the production of adiponectin (for instance fish oil [75,76], abnormal cannabidiol [77], thiazolidinediones [78] or natriuretic peptides [73]). Such therapeutic approaches would work only when the obligatory co-receptor T-cadherin is still present. In contrast, insulin resistance plus hyperadiponectinemia (and absence of membrane-bound T-cadherin) would require AdipoR agonists such as AdipoRon [79,80,81] that act independently of the co-receptor T-cadherin, or alternatively compounds such metformin (see below) that directly activate the intracellular signaling pathway.
The signaling pathway downstream of the receptors AdipoR1 and AdipoR2 involves an adaptor protein (adaptor protein, phosphotyrosine interacting with PH domain and leucine zipper 1; APPL1), as well as the serine/threonine kinase, liver kinase B1 (LKB1) [25,82]. LBK1 phosphorylates and activates AMP-activated protein kinase (AMPK) [82,83]. AMPK is an enzyme that responds to a low ATP/AMP ratio (signifying a low energy state). Activation of AMPK stimulates processes that aim to increase ATP [83]. These include increased glucose transport, mitochondrial biosynthesis and fatty acid oxidation, while inhibiting the synthesis of fatty acids, proteins and glycogen [83]. When the adiponectin signal transduction pathway is functional, it leads to AMPK activation and provokes a shift away from energy storage towards ATP production and energy dissipation (reducing white adipose fat tissue and obesity). Adiponectin indirectly restores insulin sensitivity by inducing fatty acid oxidation and reducing free fatty acid levels and ectopic lipid deposition [25,38]. Therefore, adiponectin-induced activation of AMPK helps to limit the consequences of overnutrition, thereby indirectly helping to restore insulin sensitivity (see Figure 1). Metformin is currently the only registered compound that acts on the adiponectin pathway underneath the adiponectin receptors. It increases the kinase activity of LKB1 and induces AMPK activation [82,84,85]. At present, metformin is the therapy of choice in patients suffering from insulin resistance with “paradoxical” hyperadiponectinemia.
In summary, overnutrition causes a reduction in adiponectin synthesis and is associated with an increase in the circulating levels of GPI-PLD. GPI-PLD promotes the hydrolysis of membrane-anchored T-cadherin, which has a detrimental effect on the sequestration of HMW-adiponectin from the blood. HMW-adiponectin in conjunction with T-cadherin is responsible for the removal of cellular ceramides, and dysfunction of this process causes a further worsening of the insulin resistance. Consequently, both low and high levels of adiponectin reflect a state of insulin resistance but require different treatments.
Funding
This research received no external funding.
Institutional Review Board Statement
Not applicable.
Informed Consent Statement
Not applicable.
Data Availability Statement
Not applicable.
Conflicts of Interest
The author declares no conflict of interest.
Footnotes
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References
- 1.Park P.H., Huang H., McMullen M.R., Mandal P., Sun L., Nagy L.E. Suppression of lipopolysaccharide-stimulated tumor necrosis factor-alpha production by adiponectin is mediated by transcriptional and post-transcriptional mechanisms. J. Biol. Chem. 2008;283:26850–26858. doi: 10.1074/jbc.M802787200. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Mandal P., Pratt B.T., Barnes M., McMullen M.R., Nagy L.E. Molecular mechanism for adiponectin-dependent M2 macrophage polarization: Link between the metabolic and innate immune activity of full-length adiponectin. J. Biol. Chem. 2011;286:13460–13469. doi: 10.1074/jbc.M110.204644. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.van Stijn C.M., Kim J., Lusis A.J., Barish G.D., Tangirala R.K. Macrophage polarization phenotype regulates adiponectin receptor expression and adiponectin anti-inflammatory response. FASEB J. 2015;29:636–649. doi: 10.1096/fj.14-253831. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Wang C., Mao X., Wang L., Liu M., Wetzel M.D., Guan K.L., Dong L.Q., Liu F. Adiponectin sensitizes insulin signaling by reducing p70 S6 kinase-mediated serine phosphorylation of IRS-1. J. Biol. Chem. 2007;282:7991–7996. doi: 10.1074/jbc.M700098200. [DOI] [PubMed] [Google Scholar]
- 5.Williams K.J., Wu X. Imbalanced insulin action in chronic over nutrition: Clinical harm, molecular mechanisms, and a way forward. Atherosclerosis. 2016;247:225–282. doi: 10.1016/j.atherosclerosis.2016.02.004. [DOI] [PubMed] [Google Scholar]
- 6.Ye J., Gao Z., Yin J., He Q. Hypoxia is a potential risk factor for chronic inflammation and adiponectin reduction in adipose tissue of ob/ob and dietary obese mice. Am. J. Physiol. Endocrinol. Metab. 2007;293:E1118–E1128. doi: 10.1152/ajpendo.00435.2007. [DOI] [PubMed] [Google Scholar]
- 7.Jiang C., Kim J.H., Li F., Qu A., Gavrilova O., Shah Y.M., Gonzalez F.J. Hypoxia-inducible factor 1alpha regulates a SOCS3-STAT3-adiponectin signal transduction pathway in adipocytes. J. Biol. Chem. 2013;288:3844–3857. doi: 10.1074/jbc.M112.426338. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Cancello R., Henegar C., Viguerie N., Taleb S., Poitou C., Rouault C., Coupaye M., Pelloux V., Hugol D., Bouillot J.L., et al. Reduction of macrophage infiltration and chemoattractant gene expression changes in white adipose tissue of morbidly obese subjects after surgery-induced weight loss. Diabetes. 2005;54:2277–2286. doi: 10.2337/diabetes.54.8.2277. [DOI] [PubMed] [Google Scholar]
- 9.Ye J. Emerging role of adipose tissue hypoxia in obesity and insulin resistance. Int. J. Obes. 2009;33:54–66. doi: 10.1038/ijo.2008.229. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Bruun J.M., Lihn A.S., Verdich C., Pedersen S.B., Toubro S., Astrup A., Richelsen B. Regulation of adiponectin by adipose tissue-derived cytokines: In vivo and in vitro investigations in humans. Am. J. Physiol. Endocrinol. Metab. 2003;285:E527–E533. doi: 10.1152/ajpendo.00110.2003. [DOI] [PubMed] [Google Scholar]
- 11.Kopp H.P., Krzyzanowska K., Mohlig M., Spranger J., Pfeiffer A.F., Schernthaner G. Effects of marked weight loss on plasma levels of adiponectin, markers of chronic subclinical inflammation and insulin resistance in morbidly obese women. Int. J. Obes. (Lond.) 2005;29:766–771. doi: 10.1038/sj.ijo.0802983. [DOI] [PubMed] [Google Scholar]
- 12.Vilarrasa N., Vendrell J., Sanchez-Santos R., Broch M., Megia A., Masdevall C., Gomez N., Soler J., Pujol J., Bettonica C., et al. Effect of weight loss induced by gastric bypass on proinflammatory interleukin-18, soluble tumour necrosis factor-alpha receptors, C-reactive protein and adiponectin in morbidly obese patients. Clin. Endocrinol. 2007;67:679–686. doi: 10.1111/j.1365-2265.2007.02945.x. [DOI] [PubMed] [Google Scholar]
- 13.Illan-Gomez F., Gonzalvez-Ortega M., Orea-Soler I., Alcaraz-Tafalla M.S., Aragon-Alonso A., Pascual-Diaz M., Perez-Paredes M., Lozano-Almela M.L. Obesity and inflammation: Change in adiponectin, C-reactive protein, tumour necrosis factor-alpha and interleukin-6 after bariatric surgery. Obes. Surg. 2012;22:950–955. doi: 10.1007/s11695-012-0643-y. [DOI] [PubMed] [Google Scholar]
- 14.Villarreal-Calderon J.R., Cuellar-Tamez R., Castillo E.C., Luna-Ceron E., Garcia-Rivas G., Elizondo-Montemayor L. Metabolic shift precedes the resolution of inflammation in a cohort of patients undergoing bariatric and metabolic surgery. Sci. Rep. 2021;11:12127. doi: 10.1038/s41598-021-91393-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Kadowaki T., Yamauchi T., Kubota N., Hara K., Ueki K., Tobe K. Adiponectin and adiponectin receptors in insulin resistance, diabetes, and the metabolic syndrome. J. Clin. Investig. 2006;116:1784–1792. doi: 10.1172/JCI29126. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Straub L.G., Scherer P.E. Metabolic Messengers: Adiponectin. Nat. Metab. 2019;1:334–339. doi: 10.1038/s42255-019-0041-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Matsuhisa M., Yamasaki Y., Emoto M., Shimabukuro M., Ueda S., Funahashi T., Matsuzawa Y. A novel index of insulin resistance determined from the homeostasis model assessment index and adiponectin levels in Japanese subjects. Diabetes Res. Clin. Pract. 2007;77:151–154. doi: 10.1016/j.diabres.2006.10.005. [DOI] [PubMed] [Google Scholar]
- 18.Hsu W.C., Okeke E., Cheung S., Keenan H., Tsui T., Cheng K., King G.L. A cross-sectional characterization of insulin resistance by phenotype and insulin clamp in East Asian Americans with type 1 and type 2 diabetes. PLoS ONE. 2011;6:e28311. doi: 10.1371/journal.pone.0028311. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Ohkura T., Shiochi H., Fujioka Y., Sumi K., Yamamoto N., Matsuzawa K., Izawa S., Kinoshita H., Ohkura H., Kato M., et al. 20/(fasting C-peptide x fasting plasma glucose) is a simple and effective index of insulin resistance in patients with type 2 diabetes mellitus: A preliminary report. Cardiovasc. Diabetol. 2013;12:21. doi: 10.1186/1475-2840-12-21. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Wang Y., Meng R.W., Kunutsor S.K., Chowdhury R., Yuan J.M., Koh W.P., Pan A. Plasma adiponectin levels and type 2 diabetes risk: A nested case-control study in a Chinese population and an updated meta-analysis. Sci. Rep. 2018;8:406. doi: 10.1038/s41598-017-18709-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Schmidt F.M., Weschenfelder J., Sander C., Minkwitz J., Thormann J., Chittka T., Mergl R., Kirkby K.C., Fasshauer M., Stumvoll M., et al. Inflammatory cytokines in general and central obesity and modulating effects of physical activity. PLoS ONE. 2015;10:e0121971. doi: 10.1371/journal.pone.0121971. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Caer C., Rouault C., Le Roy T., Poitou C., Aron-Wisnewsky J., Torcivia A., Bichet J.C., Clement K., Guerre-Millo M., Andre S. Immune cell-derived cytokines contribute to obesity-related inflammation, fibrogenesis and metabolic deregulation in human adipose tissue. Sci. Rep. 2017;7:3000. doi: 10.1038/s41598-017-02660-w. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Howard B.V., Ruotolo G., Robbins D.C. Obesity and dyslipidemia. Endocrinol. Metab. Clin. N. Am. 2003;32:855–867. doi: 10.1016/S0889-8529(03)00073-2. [DOI] [PubMed] [Google Scholar]
- 24.Klop B., Elte J.W., Cabezas M.C. Dyslipidemia in obesity: Mechanisms and potential targets. Nutrients. 2013;5:1218–1240. doi: 10.3390/nu5041218. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Wang Z.V., Scherer P.E. Adiponectin, the past two decades. J. Mol. Cell Biol. 2016;8:93–100. doi: 10.1093/jmcb/mjw011. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Shehzad A., Iqbal W., Shehzad O., Lee Y.S. Adiponectin: Regulation of its production and its role in human diseases. Hormones (Athens) 2012;11:8–20. doi: 10.1007/BF03401534. [DOI] [PubMed] [Google Scholar]
- 27.Liu Z., Liang S., Que S., Zhou L., Zheng S., Mardinoglu A. Meta-Analysis of Adiponectin as a Biomarker for the Detection of Metabolic Syndrome. Front. Physiol. 2018;9:1238. doi: 10.3389/fphys.2018.01238. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Semple R.K., Halberg N.H., Burling K., Soos M.A., Schraw T., Luan J., Cochran E.K., Dunger D.B., Wareham N.J., Scherer P.E., et al. Paradoxical elevation of high-molecular weight adiponectin in acquired extreme insulin resistance due to insulin receptor antibodies. Diabetes. 2007;56:1712–1717. doi: 10.2337/db06-1665. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Pereira R.I., Snell-Bergeon J.K., Erickson C., Schauer I.E., Bergman B.C., Rewers M., Maahs D.M. Adiponectin dysregulation and insulin resistance in type 1 diabetes. J. Clin. Endocrinol. Metab. 2012;97:E642–E647. doi: 10.1210/jc.2011-2542. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Menzaghi C., Trischitta V. The Adiponectin Paradox for All-Cause and Cardiovascular Mortality. Diabetes. 2018;67:12–22. doi: 10.2337/dbi17-0016. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Bloemer J., Bhattacharya S., Amin R., Suppiramaniam V. Impaired insulin signaling and mechanisms of memory loss. Prog. Mol. Biol. Transl. Sci. 2014;121:413–449. doi: 10.1016/B978-0-12-800101-1.00013-2. [DOI] [PubMed] [Google Scholar]
- 32.Mullins R.J., Diehl T.C., Chia C.W., Kapogiannis D. Insulin Resistance as a Link between Amyloid-Beta and Tau Pathologies in Alzheimer’s Disease. Front. Aging Neurosci. 2017;9:118. doi: 10.3389/fnagi.2017.00118. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Arnold S.E., Arvanitakis Z., Macauley-Rambach S.L., Koenig A.M., Wang H.Y., Ahima R.S., Craft S., Gandy S., Buettner C., Stoeckel L.E., et al. Brain insulin resistance in type 2 diabetes and Alzheimer disease: Concepts and conundrums. Nat. Rev. Neurol. 2018;14:168–181. doi: 10.1038/nrneurol.2017.185. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Une K., Takei Y.A., Tomita N., Asamura T., Ohrui T., Furukawa K., Arai H. Adiponectin in plasma and cerebrospinal fluid in MCI and Alzheimer’s disease. Eur. J. Neurol. 2011;18:1006–1009. doi: 10.1111/j.1468-1331.2010.03194.x. [DOI] [PubMed] [Google Scholar]
- 35.Khemka V.K., Bagchi D., Bandyopadhyay K., Bir A., Chattopadhyay M., Biswas A., Basu D., Chakrabarti S. Altered serum levels of adipokines and insulin in probable Alzheimer’s disease. J. Alzheimers Dis. 2014;41:525–533. doi: 10.3233/JAD-140006. [DOI] [PubMed] [Google Scholar]
- 36.Ma J., Zhang W., Wang H.F., Wang Z.X., Jiang T., Tan M.S., Yu J.T., Tan L. Peripheral Blood Adipokines and Insulin Levels in Patients with Alzheimer’s Disease: A Replication Study and Meta-Analysis. Curr. Alzheimer Res. 2016;13:223–233. doi: 10.2174/156720501303160217111434. [DOI] [PubMed] [Google Scholar]
- 37.Letra L., Matafome P., Rodrigues T., Duro D., Lemos R., Baldeiras I., Patricio M., Castelo-Branco M., Caetano G., Seica R., et al. Association between Adipokines and Biomarkers of Alzheimer’s Disease: A Cross-Sectional Study. J. Alzheimers Dis. 2019;67:725–735. doi: 10.3233/JAD-180669. [DOI] [PubMed] [Google Scholar]
- 38.Letra L., Rodrigues T., Matafome P., Santana I., Seica R. Adiponectin and sporadic Alzheimer’s disease: Clinical and molecular links. Front. Neuroendocrinol. 2019;52:1–11. doi: 10.1016/j.yfrne.2017.10.002. [DOI] [PubMed] [Google Scholar]
- 39.Kan C., Silva N., Golden S.H., Rajala U., Timonen M., Stahl D., Ismail K. A systematic review and meta-analysis of the association between depression and insulin resistance. Diabetes Care. 2013;36:480–489. doi: 10.2337/dc12-1442. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Jeong H.G., Min B.J., Lim S., Kim T.H., Lee J.J., Park J.H., Lee S.B., Han J.W., Choi S.H., Park Y.J., et al. Plasma adiponectin elevation in elderly individuals with subsyndromal depression. Psychoneuroendocrinology. 2012;37:948–955. doi: 10.1016/j.psyneuen.2011.11.002. [DOI] [PubMed] [Google Scholar]
- 41.Wu Y.T., Huang W.Y., Kor C.T., Liu K.H., Chen T.Y., Lin P.T., Wu H.M. Relationships between depression and anxiety symptoms and adipocyte-derived proteins in postmenopausal women. PLoS ONE. 2021;16:e0248314. doi: 10.1371/journal.pone.0248314. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Ramsay J.E., Jamieson N., Greer I.A., Sattar N. Paradoxical elevation in adiponectin concentrations in women with preeclampsia. Hypertension. 2003;42:891–894. doi: 10.1161/01.HYP.0000095981.92542.F6. [DOI] [PubMed] [Google Scholar]
- 43.Woodward L., Akoumianakis I., Antoniades C. Unravelling the adiponectin paradox: Novel roles of adiponectin in the regulation of cardiovascular disease. Br. J. Pharmacol. 2017;174:4007–4020. doi: 10.1111/bph.13619. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Waragai M., Ho G., Takamatsu Y., Wada R., Sugama S., Takenouchi T., Masliah E., Hashimoto M. Adiponectin Paradox in Alzheimer’s Disease; Relevance to Amyloidogenic Evolvability? Front. Endocrinol. (Lausanne) 2020;11:108. doi: 10.3389/fendo.2020.00108. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Sattar N., Nelson S.M. Adiponectin, diabetes, and coronary heart disease in older persons: Unraveling the paradox. J. Clin. Endocrinol. Metab. 2008;93:3299–3301. doi: 10.1210/jc.2008-1435. [DOI] [PubMed] [Google Scholar]
- 46.Uetani E., Tabara Y., Kawamoto R., Onuma H., Kohara K., Osawa H., Miki T. CDH13 genotype-dependent association of high-molecular weight adiponectin with all-cause mortality: The J-SHIPP study. Diabetes Care. 2014;37:396–401. doi: 10.2337/dc13-1658. [DOI] [PubMed] [Google Scholar]
- 47.Yau S.Y., Li A., Hoo R.L., Ching Y.P., Christie B.R., Lee T.M., Xu A., So K.F. Physical exercise-induced hippocampal neurogenesis and antidepressant effects are mediated by the adipocyte hormone adiponectin. Proc. Natl. Acad. Sci. USA. 2014;111:15810–15815. doi: 10.1073/pnas.1415219111. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Sowka A., Dobrzyn P. Role of Perivascular Adipose Tissue-Derived Adiponectin in Vascular Homeostasis. Cells. 2021;10:1458. doi: 10.3390/cells10061485. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Hug C., Wang J., Ahmad N.S., Bogan J.S., Tsao T.S., Lodish H.F. T-cadherin is a receptor for hexameric and high-molecular-weight forms of Acrp30/adiponectin. Proc. Natl. Acad. Sci. USA. 2004;101:10308–10313. doi: 10.1073/pnas.0403382101. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Denzel M.S., Scimia M.C., Zumstein P.M., Walsh K., Ruiz-Lozano P., Ranscht B. T-cadherin is critical for adiponectin-mediated cardioprotection in mice. J. Clin. Investig. 2010;120:4342–4352. doi: 10.1172/JCI43464. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Matsuda K., Fujishima Y., Maeda N., Mori T., Hirata A., Sekimoto R., Tsushima Y., Masuda S., Yamaoka M., Inoue K., et al. Positive feedback regulation between adiponectin and T-cadherin impacts adiponectin levels in tissue and plasma of male mice. Endocrinology. 2015;156:934–946. doi: 10.1210/en.2014-1618. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Obata Y., Kita S., Koyama Y., Fukuda S., Takeda H., Takahashi M., Fujishima Y., Nagao H., Masuda S., Tanaka Y., et al. Adiponectin/T-cadherin system enhances exosome biogenesis and decreases cellular ceramides by exosomal release. JCI Insight. 2018;3:e99680. doi: 10.1172/jci.insight.99680. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Aerts J.M., Ottenhoff R., Powlson A.S., Grefhorst A., van Eijk M., Dubbelhuis P.F., Aten J., Kuipers F., Serlie M.J., Wennekes T., et al. Pharmacological inhibition of glucosylceramide synthase enhances insulin sensitivity. Diabetes. 2007;56:1341–1349. doi: 10.2337/db06-1619. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54.Holland W.L., Brozinick J.T., Wang L.P., Hawkins E.D., Sargent K.M., Liu Y., Narra K., Hoehn K.L., Knotts T.A., Siesky A., et al. Inhibition of ceramide synthesis ameliorates glucocorticoid-, saturated-fat-, and obesity-induced insulin resistance. Cell Metab. 2007;5:167–179. doi: 10.1016/j.cmet.2007.01.002. [DOI] [PubMed] [Google Scholar]
- 55.Zhao H., Przybylska M., Wu I.H., Zhang J., Siegel C., Komarnitsky S., Yew N.S., Cheng S.H. Inhibiting glycosphingolipid synthesis improves glycemic control and insulin sensitivity in animal models of type 2 diabetes. Diabetes. 2007;56:1210–1218. doi: 10.2337/db06-0719. [DOI] [PubMed] [Google Scholar]
- 56.Kim Y., Park C.W. Mechanisms of Adiponectin Action: Implication of Adiponectin Receptor Agonism in Diabetic Kidney Disease. Int. J. Mol. Sci. 2019;20:1782. doi: 10.3390/ijms20071782. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Mann K.J., Hepworth M.R., Raikwar N.S., Deeg M.A., Sevlever D. Effect of glycosylphosphatidylinositol (GPI)-phospholipase D overexpression on GPI metabolism. Biochem. J. 2004;378:641–648. doi: 10.1042/bj20031326. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 58.Masuda S., Fujishima Y., Maeda N., Tsugawa-Shimizu Y., Nakamura Y., Tanaka Y., Obata Y., Fukuda S., Nagao H., Kita S., et al. Impact of glycosylphosphatidylinositol-specific phospholipase D on hepatic diacylglycerol accumulation, steatosis, and insulin resistance in diet-induced obesity. Am. J. Physiol. Endocrinol. Metab. 2019;316:E239–E250. doi: 10.1152/ajpendo.00319.2018. [DOI] [PubMed] [Google Scholar]
- 59.Teng M.S., Hsu L.A., Wu S., Sun Y.C., Juan S.H., Ko Y.L. Association of CDH13 genotypes/haplotypes with circulating adiponectin levels, metabolic syndrome, and related metabolic phenotypes: The role of the suppression effect. PLoS ONE. 2015;10:e0122664. doi: 10.1371/journal.pone.0122664. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Fukuda S., Kita S., Miyashita K., Iioka M., Murai J., Nakamura T., Nishizawa H., Fujishima Y., Morinaga J., Oike Y., et al. Identification and Clinical Associations of 3 Forms of Circulating T-cadherin in Human Serum. J. Clin. Endocrinol. Metab. 2021;106:1333–1344. doi: 10.1210/clinem/dgab066. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61.Kurtz T.A., Fineberg N.S., Considine R.V., Deeg M.A. Insulin resistance is associated with increased serum levels of glycosylphosphatidylinositol-specific phospholipase D. Metabolism. 2004;53:138–139. doi: 10.1016/j.metabol.2003.09.004. [DOI] [PubMed] [Google Scholar]
- 62.Chalasani N., Vuppalanchi R., Raikwar N.S., Deeg M.A. Glycosylphosphatidylinositol-specific phospholipase d in nonalcoholic Fatty liver disease: A preliminary study. J. Clin. Endocrinol. Metab. 2006;91:2279–2285. doi: 10.1210/jc.2006-0075. [DOI] [PubMed] [Google Scholar]
- 63.Muller G.A., Tschop M.H., Muller T.D. Upregulated phospholipase D activity toward glycosylphosphatidylinositol-anchored proteins in micelle-like serum complexes in metabolically deranged rats and humans. Am. J. Physiol. Endocrinol. Metab. 2020;318:E462–E479. doi: 10.1152/ajpendo.00504.2019. [DOI] [PubMed] [Google Scholar]
- 64.LeBoeuf R.C., Caldwell M., Guo Y., Metz C., Davitz M.A., Olson L.K., Deeg M.A. Mouse glycosylphosphatidylinositol-specific phospholipase D (Gpld1) characterization. Mamm. Genome. 1998;9:710–714. doi: 10.1007/s003359900851. [DOI] [PubMed] [Google Scholar]
- 65.Bai W., Huang J., Zhu M., Liu X., Tao J. Association between elevated adiponectin level and adverse outcomes in patients with heart failure: A systematic review and meta-analysis. Braz. J. Med. Biol. Res. 2019;52:e8416. doi: 10.1590/1414-431x20198416. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 66.Choi H.M., Doss H.M., Kim K.S. Multifaceted Physiological Roles of Adiponectin in Inflammation and Diseases. Int. J. Mol. Sci. 2020;21:1219. doi: 10.3390/ijms21041219. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 67.Brezovec N., Perdan-Pirkmajer K., Cucnik S., Sodin-Semrl S., Varga J., Lakota K. Adiponectin Deregulation in Systemic Autoimmune Rheumatic Diseases. Int. J. Mol. Sci. 2021;22:4095. doi: 10.3390/ijms22084095. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 68.Jang D.I., Lee A.H., Shin H.Y., Song H.R., Park J.H., Kang T.B., Lee S.R., Yang S.H. The Role of Tumor Necrosis Factor Alpha (TNF-alpha) in Autoimmune Disease and Current TNF-alpha Inhibitors in Therapeutics. Int. J. Mol. Sci. 2021;22:2719. doi: 10.3390/ijms22052719. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 69.Hector J., Schwarzloh B., Goehring J., Strate T.G., Hess U.F., Deuretzbacher G., Hansen-Algenstaedt N., Beil F.U., Algenstaedt P. TNF-alpha alters visfatin and adiponectin levels in human fat. Horm. Metab. Res. 2007;39:250–255. doi: 10.1055/s-2007-973075. [DOI] [PubMed] [Google Scholar]
- 70.Hajri T., Tao H., Wattacheril J., Marks-Shulman P., Abumrad N.N. Regulation of adiponectin production by insulin: Interactions with tumor necrosis factor-alpha and interleukin-6. Am. J. Physiol. Endocrinol. Metab. 2011;300:E350–E360. doi: 10.1152/ajpendo.00307.2010. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 71.Liu C., Feng X., Li Q., Wang Y., Li Q., Hua M. Adiponectin, TNF-alpha and inflammatory cytokines and risk of type 2 diabetes: A systematic review and meta-analysis. Cytokine. 2016;86:100–109. doi: 10.1016/j.cyto.2016.06.028. [DOI] [PubMed] [Google Scholar]
- 72.Kim J., Lee J. Role of obesity-induced inflammation in the development of insulin resistance and type 2 diabetes: History of the research and remaining questions. Ann. Pediatr. Endocrinol. Metab. 2021;26:1–13. doi: 10.6065/apem.2040188.094. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 73.Tsukamoto O., Fujita M., Kato M., Yamazaki S., Asano Y., Ogai A., Okazaki H., Asai M., Nagamachi Y., Maeda N., et al. Natriuretic peptides enhance the production of adiponectin in human adipocytes and in patients with chronic heart failure. J. Am. Coll. Cardiol. 2009;53:2070–2077. doi: 10.1016/j.jacc.2009.02.038. [DOI] [PubMed] [Google Scholar]
- 74.Ohara T., Hashimura K., Asakura M., Ogai A., Amaki M., Hasegawa T., Kanzaki H., Sonoda M., Nishizawa H., Funahashi T., et al. Dynamic changes in plasma total and high molecular weight adiponectin levels in acute heart failure. J. Cardiol. 2011;58:181–190. doi: 10.1016/j.jjcc.2011.06.010. [DOI] [PubMed] [Google Scholar]
- 75.Barbosa M.M., Melo A.L., Damasceno N.R. The benefits of omega-3 supplementation depend on adiponectin basal level and adiponectin increase after the supplementation: A randomized clinical trial. Nutrition. 2017;34:7–13. doi: 10.1016/j.nut.2016.08.010. [DOI] [PubMed] [Google Scholar]
- 76.Farimani A.R., Hariri M., Azimi-Nezhad M., Borji A., Zarei S., Hooshmand E. The effect of n-3 PUFAs on circulating adiponectin and leptin in patients with type 2 diabetes mellitus: A systematic review and meta-analysis of randomized controlled trials. Acta Diabetol. 2018;55:641–652. doi: 10.1007/s00592-018-1110-6. [DOI] [PubMed] [Google Scholar]
- 77.Matouk A.I., Taye A., El-Moselhy M.A., Heeba G.H., Abdel-Rahman A.A. The Effect of Chronic Activation of the Novel Endocannabinoid Receptor GPR18 on Myocardial Function and Blood Pressure in Conscious Rats. J. Cardiovasc. Pharmacol. 2017;69:23–33. doi: 10.1097/FJC.0000000000000438. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 78.Liu M., Liu F. Up- and down-regulation of adiponectin expression and multimerization: Mechanisms and therapeutic implication. Biochimie. 2012;94:2126–2130. doi: 10.1016/j.biochi.2012.01.008. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 79.Okada-Iwabu M., Yamauchi T., Iwabu M., Honma T., Hamagami K., Matsuda K., Yamaguchi M., Tanabe H., Kimura-Someya T., Shirouzu M., et al. A small-molecule AdipoR agonist for type 2 diabetes and short life in obesity. Nature. 2013;503:493–499. doi: 10.1038/nature12656. [DOI] [PubMed] [Google Scholar]
- 80.Otvos L., Jr. Potential Adiponectin Receptor Response Modifier Therapeutics. Front. Endocrinol. (Lausanne) 2019;10:539. doi: 10.3389/fendo.2019.00539. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 81.Lee T.H., Ahadullah, Christie B.R., Lin K., Siu P.M., Zhang L., Yuan T.F., Komal P., Xu A., So K.F., et al. Chronic AdipoRon Treatment Mimics the Effects of Physical Exercise on Restoring Hippocampal Neuroplasticity in Diabetic Mice. Mol. Neurobiol. 2021;58:4666–4681. doi: 10.1007/s12035-021-02441-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 82.Zhou L., Deepa S.S., Etzler J.C., Ryu J., Mao X., Fang Q., Liu D.D., Torres J.M., Jia W., Lechleiter J.D., et al. Adiponectin activates AMP-activated protein kinase in muscle cells via APPL1/LKB1-dependent and phospholipase C/Ca2+/Ca2+/calmodulin-dependent protein kinase kinase-dependent pathways. J. Biol. Chem. 2009;284:22426–22435. doi: 10.1074/jbc.M109.028357. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 83.Kim J., Yang G., Kim Y., Kim J., Ha J. AMPK activators: Mechanisms of action and physiological activities. Exp. Mol. Med. 2016;48:e224. doi: 10.1038/emm.2016.16. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 84.Chiang M.C., Cheng Y.C., Chen S.J., Yen C.H., Huang R.N. Metformin activation of AMPK-dependent pathways is neuroprotective in human neural stem cells against Amyloid-beta-induced mitochondrial dysfunction. Exp. Cell Res. 2016;347:322–331. doi: 10.1016/j.yexcr.2016.08.013. [DOI] [PubMed] [Google Scholar]
- 85.Su J.R., Lu Z.H., Su Y., Zhao N., Dong C.L., Sun L., Zhao S.F., Li Y. Relationship of Serum Adiponectin Levels and Metformin Therapy in Patients with Type 2 Diabetes. Horm. Metab. Res. 2016;48:92–98. doi: 10.1055/s-0035-1569287. [DOI] [PubMed] [Google Scholar]
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