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Piñeros AR, Gao H, Wu W, Liu Y, Tersey SA, Mirmira RG. Single-Cell Transcriptional Profiling of Mouse Islets Following Short-Term Obesogenic Dietary Intervention. Metabolites 2020; 10:metabo10120513. [PMID: 33353164 PMCID: PMC7765825 DOI: 10.3390/metabo10120513] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Revised: 12/14/2020] [Accepted: 12/17/2020] [Indexed: 12/22/2022] Open
Abstract
Obesity is closely associated with adipose tissue inflammation and insulin resistance. Dysglycemia and type 2 diabetes results when islet β cells fail to maintain appropriate insulin secretion in the face of insulin resistance. To clarify the early transcriptional events leading to β-cell failure in the setting of obesity, we fed male C57BL/6J mice an obesogenic, high-fat diet (60% kcal from fat) or a control diet (10% kcal from fat) for one week, and islets from these mice (from four high-fat- and three control-fed mice) were subjected to single-cell RNA sequencing (sc-RNAseq) analysis. Islet endocrine cell types (α cells, β cells, δ cells, PP cells) and other resident cell types (macrophages, T cells) were annotated by transcript profiles and visualized using Uniform Manifold Approximation and Projection for Dimension Reduction (UMAP) plots. UMAP analysis revealed distinct cell clusters (11 for β cells, 5 for α cells, 3 for δ cells, PP cells, ductal cells, endothelial cells), emphasizing the heterogeneity of cell populations in the islet. Collectively, the clusters containing the majority of β cells showed the fewest gene expression changes, whereas clusters harboring the minority of β cells showed the most changes. We identified that distinct β-cell clusters downregulate genes associated with the endoplasmic reticulum stress response and upregulate genes associated with insulin secretion, whereas others upregulate genes that impair insulin secretion, cell proliferation, and cell survival. Moreover, all β-cell clusters negatively regulate genes associated with immune response activation. Glucagon-producing α cells exhibited patterns similar to β cells but, again, in clusters containing the minority of α cells. Our data indicate that an early transcriptional response in islets to an obesogenic diet reflects an attempt by distinct populations of β cells to augment or impair cellular function and/or reduce inflammatory responses as possible harbingers of ensuing insulin resistance.
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Affiliation(s)
- Annie R. Piñeros
- Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN 46202, USA; (A.R.P.); (W.W.)
| | - Hongyu Gao
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN 46202, USA; (H.G.); (Y.L.)
| | - Wenting Wu
- Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN 46202, USA; (A.R.P.); (W.W.)
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN 46202, USA; (H.G.); (Y.L.)
| | - Yunlong Liu
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN 46202, USA; (H.G.); (Y.L.)
| | - Sarah A. Tersey
- Kolver Diabetes Center and Department of Medicine, The University of Chicago, Chicago, IL 60637, USA;
| | - Raghavendra G. Mirmira
- Kolver Diabetes Center and Department of Medicine, The University of Chicago, Chicago, IL 60637, USA;
- Correspondence:
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Zheng S, Ren X, Han T, Chen Y, Qiu H, Liu W, Hu Y. Fenofibrate attenuates fatty acid-induced islet β-cell dysfunction and apoptosis via inhibiting the NF-κB/MIF dependent inflammatory pathway. Metabolism 2017; 77:23-38. [PMID: 28941594 DOI: 10.1016/j.metabol.2017.09.001] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2017] [Revised: 09/04/2017] [Accepted: 09/05/2017] [Indexed: 01/01/2023]
Abstract
BACKGROUND Fatty acid-induced lipotoxicity and macrophage migration inhibitory factor (MIF) affect pancreatic β-cell function, and may promote the development of diabetes mellitus. However, the association of lipotoxicity with MIF and the effect of Fenofibrate on β-cell function remain unknown. METHODS LPL+/- mice and MIN6 cells stimulated with palmitic acid (PA) were utilized as models of lipid metabolism disorders. Factors associated with insulin secretion and apoptosis were assessed in the presence or absence of Fenofibrate. The possible mechanisms of lipotoxicity-induced β-cell dysfunction were also explored. RESULTS Fenofibrate effectively improved lipid accumulation in pancreatic β-cells, increased glucose-stimulated insulin secretion and β-cell mass, and significantly downregulated pro-apoptotic molecules, at the gene and protein levels, both in vivo and in vitro. Additionally, elevated MIF levels in serum from LPL+/- mice and PA-treated MIN6 cells were starkly decreased after Fenofibrate administration. Mechanistic analysis indicated that NF-κB signaling was remarkably triggered, which could further activate MIF transcription. Furthermore, Fenofibrate exerted beneficial effects on fatty acid-induced β-cell dysfunction likely by inhibiting the NF-κB/MIF dependent inflammatory response. CONCLUSIONS Fenofibrate ameliorates lipotoxicity-induced β-cell dysfunction and apoptosis by inhibiting the NF-κB/MIF inflammatory pathway. These findings provide novel insights into the treatment of lipotoxicity-induced metabolic disorders.
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Affiliation(s)
- Shuang Zheng
- Department of Endocrinology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, China
| | - Xingxing Ren
- Department of Endocrinology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, China
| | - Tingting Han
- Department of Endocrinology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, China
| | - Yawen Chen
- Department of Endocrinology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, China
| | - Huiying Qiu
- Department of Endocrinology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, China
| | - Wei Liu
- Department of Endocrinology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, China.
| | - Yaomin Hu
- Department of Endocrinology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, China.
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Bilgir O, Gökçen B, Bilgir F, Guler A, Calan M, Yuksel A, Aslanıpour B, Akşit M, Bozkaya G. Relationship Between Serum Macrophage Migration Inhibitory Factor Level and Insulin Resistance, High-Sensitivity C-Reactive Protein and Visceral Fat Mass in Prediabetes. Am J Med Sci 2017; 355:37-43. [PMID: 29289260 DOI: 10.1016/j.amjms.2017.10.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2017] [Revised: 10/15/2017] [Accepted: 10/24/2017] [Indexed: 12/13/2022]
Abstract
BACKGROUND Growing evidence suggest that macrophage migration inhibitory factor (MIF) plays a vital role in glucose metabolism. We aimed to ascertain whether MIF levels are altered in subjects with prediabetes and also to determine the relationship between MIF and metabolic parameters as well as visceral fat mass. MATERIAL AND METHODS This cross-sectional study included 40 subjects with prediabetes and 40 age-, body mass index (BMI)- and sex-matched subjects with normal glucose tolerance. Circulating MIF levels were measured using enzyme-linked immunosorbent assay. Metabolic parameters of recruited subjects were evaluated. Visceral fat mass was measured using bioelectrical impedance method. RESULTS Circulating MIF levels were found to be elevated in subjects with prediabetes compared to controls (26.46 ± 16.98 versus 17.44 ± 11.80 ng/mL, P = 0.007). MIF positively correlated with BMI, visceral fat mass and indirect indices of homeostasis model assessment of insulin resistance. In linear regression model, an independent association was found between MIF levels and metabolic parameters, including BMI, visceral fat mass and homeostasis model assessment of insulin resistance. Multivariate logistic regression analyses revealed that the odds ratio for prediabetes was higher in subjects in the highest quartile of MIF compared to those in the lowest quartile, after adjusting for potential confounders. CONCLUSIONS Increased MIF levels are associated with the elevation of prediabetic risk.
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Affiliation(s)
- Oktay Bilgir
- Department of Internal Medicine, Izmir Bozyaka Training and Research Hospital, Bozyaka, Izmir, Turkey.
| | - Belma Gökçen
- Department of Internal Medicine, Izmir Bozyaka Training and Research Hospital, Bozyaka, Izmir, Turkey
| | - Ferda Bilgir
- Department of Internal Medicine, Katip Celebi University Medical School, Izmir, Turkey
| | - Aslı Guler
- Department of Family Physician, Izmir Bozyaka Training and Research Hospital, Bozyaka, Izmir, Turkey
| | - Mehmet Calan
- Department of Internal Medicine, Izmir Bozyaka Training and Research Hospital, Bozyaka, Izmir, Turkey
| | - Arif Yuksel
- Department of Internal Medicine, Izmir Bozyaka Training and Research Hospital, Bozyaka, Izmir, Turkey
| | - Behnaz Aslanıpour
- Department of Bioengineering, Faculty of Engineering, Ege University, Bornova, Izmir, Turkey
| | - Murat Akşit
- Department of Biochemistry, Izmir Bozyaka Training and Research Hospital, Bozyaka, Izmir, Turkey
| | - Giray Bozkaya
- Department of Biochemistry, Izmir Bozyaka Training and Research Hospital, Bozyaka, Izmir, Turkey
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Calan M, Kume T, Yilmaz O, Arkan T, Kocabas GU, Dokuzlar O, Aygün K, Oktan MA, Danıs N, Temur M. A possible link between luteinizing hormone and macrophage migration inhibitory factor levels in polycystic ovary syndrome. Endocr Res 2016; 41:261-9. [PMID: 26913980 DOI: 10.3109/07435800.2015.1135442] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
PURPOSE Macrophage migration inhibitory factor (MIF) is a multifunctional cytokine that plays a role in metabolic and inflammatory processes. Increasing evidence suggests that there is a link between MIF and ovulation. We aimed to evaluate plasma MIF levels in women with polycystic ovary syndrome (PCOS) and to determine whether MIF levels differ between the follicular phase and mid-cycle of the menstrual cycle in eumenorrheic women. METHODS Ninety women with PCOS and 80 age- and BMI-matched healthy eumenorrheic women were consecutively recruited into this prospective observational study. For all subjects, plasma MIF levels in the early follicular phase were measured by ELISA; for the 40 healthy controls, MIF levels were also measured during mid-cycle of the same menstrual cycle. RESULTS Plasma MIF levels were significantly higher in women with PCOS than in eumenorrheic women (14.16 ± 1.59 vs. 10.39 ± 0.70 ng/ml; p < 0.001). MIF levels were significantly higher at mid-cycle than in the follicular phase in eumenorrheic women (11.15 ± 0.61 vs. 10.56 ± 0.82 ng/ml; p < 0.001). MIF was positively correlated with BMI, high sensitivity C-reactive protein (hs-CRP), and homeostasis model assessment of insulin resistance (HOMA-IR) in both groups. MIF was positively correlated with luteinizing hormone (LH) and free-testosterone only in the PCOS group. Binary logistic regression analyses revealed that the odds ratio (OR) for PCOS independently increases linearly with elevated MIF (OR = 1.385, 95% CI = 1.087-1.764, p = 0.017). CONCLUSION MIF may play a crucial role in the reproductive system in women, including the development of PCOS and normal ovulation.
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Affiliation(s)
- Mehmet Calan
- a Division of Endocrinology and Metabolism, Department of Internal Medicine , Dokuz Eylul University Medical School , Izmir , Turkey
| | - Tuncay Kume
- b Department of Medical Biochemistry , Dokuz Eylul University Medical School , Izmir , Turkey
| | - Ozgur Yilmaz
- c Department of Obstetrics and Gynecology , Manisa Merkezefendi Hospital , Manisa , Turkey
| | - Tugba Arkan
- a Division of Endocrinology and Metabolism, Department of Internal Medicine , Dokuz Eylul University Medical School , Izmir , Turkey
| | - Gokcen Unal Kocabas
- d Division of Endocrinology and Metabolism, Department of Internal Medicine , Izmir Bozyaka Training and Research Hospital , Izmir , Turkey
| | - Ozge Dokuzlar
- e Department of Internal Medicine , Dokuz Eylul University Medical School , Izmir , Turkey
| | - Kemal Aygün
- e Department of Internal Medicine , Dokuz Eylul University Medical School , Izmir , Turkey
| | - Mehmet Asi Oktan
- e Department of Internal Medicine , Dokuz Eylul University Medical School , Izmir , Turkey
| | - Nilay Danıs
- e Department of Internal Medicine , Dokuz Eylul University Medical School , Izmir , Turkey
| | - Muzaffer Temur
- c Department of Obstetrics and Gynecology , Manisa Merkezefendi Hospital , Manisa , Turkey
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Liu XX, Tang L, Ge R, Li JK, Kang Y, Zhu MX, Li QS, Hao XL. iTRAQ-based quantitative proteomic analysis of the anti-apoptotic effect of hyperin, which is mediated by Mcl-1 and Bid, in H2O2-injured EA.hy926 cells. Int J Mol Med 2016; 37:1083-90. [PMID: 26935776 DOI: 10.3892/ijmm.2016.2510] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2015] [Accepted: 02/16/2016] [Indexed: 11/06/2022] Open
Abstract
Endothelial injury has been implicated in the pathogenesis of many cardiovascular diseases, including thrombotic disorders. Hyperin (quercetin-3-O-galactoside), a flavonoid compound and major bioactive component of the medicinal herb Apocynum venetum L., is commonly used to prevent endothelium dysfunction. However, its mode of action remains unclear. To the best of our knowledge, we have for the first time investigated the protective effect hyperin exerts against H2O2-induced injury in human endothelium-derived EA.hy926 cells using isobaric tags for relative and absolute quantitation (iTRAQ)‑based quantitative proteomic analysis. The results showed that H2O2 exposure induced alterations in the expression of 250 proteins in the cells. We noted that the expression of 52 proteins associated with processes such as cell apoptosis, cell cycle and cytoskeleton organization, was restored by hyperin treatment. Of the proteins differentially regulated following H2O2 stress, the anti-apoptotic protein, myeloid cell leukemia-1 (Mcl-1), and the pro-apoptotic protein, BH3-interacting domain death agonist (Bid), exhibited marked changes in expression. Hyperin increased Mcl-1 expression and decreased that of Bid in a dose-dependent manner. In addition, flow cytometric analysis and western blot analysis of the apoptosis-related proteins, truncated BID (tBid), cleaved caspase-3, cleaved caspase-9, Fas, FasL and caspase-8, demonstrated that the rate of apoptosis and the pro-apoptotic protein levels were decreased by hyperin pre‑treatment. In the present study we demonstrate that hyperin effectively prevents H2O2‑induced cell injury by regulating the Mcl‑1‑ and Bid-mediated anti‑apoptotic mechanism, suggesting that hyperin is a potential candidate for use in the treatment of thrombotic diseases.
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Affiliation(s)
- Xiao-Xia Liu
- Shanxi Institute of Traditional Chinese Medicine, Taiyuan, Shanxi 030012, P.R. China
| | - Li Tang
- School of Pharmaceutical Science, Shanxi Medical University, Taiyuan, Shanxi 030001, P.R. China
| | - Rui Ge
- School of Pharmaceutical Science, Shanxi Medical University, Taiyuan, Shanxi 030001, P.R. China
| | - Jian-Kuan Li
- School of Pharmaceutical Science, Shanxi Medical University, Taiyuan, Shanxi 030001, P.R. China
| | - Ya Kang
- Shanxi Institute of Traditional Chinese Medicine, Taiyuan, Shanxi 030012, P.R. China
| | - Mei-Xia Zhu
- Shanxi Institute of Traditional Chinese Medicine, Taiyuan, Shanxi 030012, P.R. China
| | - Qing-Shan Li
- School of Pharmaceutical Science, Shanxi Medical University, Taiyuan, Shanxi 030001, P.R. China
| | - Xu-Liang Hao
- Shanxi Institute of Traditional Chinese Medicine, Taiyuan, Shanxi 030012, P.R. China
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Vujicic M, Nikolic I, Krajnovic T, Cheng KF, VanPatten S, He M, Stosic-Grujicic S, Stojanovic I, Al-Abed Y, Saksida T. Novel inhibitors of macrophage migration inhibitory factor prevent cytokine-induced beta cell death. Eur J Pharmacol 2014; 740:683-9. [PMID: 24967533 DOI: 10.1016/j.ejphar.2014.06.009] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2013] [Revised: 06/06/2014] [Accepted: 06/16/2014] [Indexed: 12/16/2022]
Abstract
Macrophage migration inhibitory factor is a multifunctional cytokine involved in the regulation of immune processes and also in apoptosis induction. Elevated MIF expression is detrimental for insulin-producing beta cells and MIF inhibition protected beta cells from several cytotoxic insults such as inflammatory cytokines, high fatty acids or high glucose concentrations. Therefore, the aim of this study was to investigate two newly synthesized small molecule MIF inhibitors (K664-1 and K647-1) and to compare them with previously established effects of the prototypical MIF inhibitor, ISO-1. Our results indicate that K664-1 and K647-1 are 160- and 40-fold more effective in inhibition of MIF׳s tautomerase activity than ISO-1. Also, new inhibitors confer beta cell protection from cytokine-triggered apoptosis at significantly lower concentrations than ISO-1. Although all three MIF inhibitors inhibit caspase 3 activity, K664-1 and K647-1 suppress pro-apoptotic BAX protein expression and up-regulate anti-apoptotic Bcl-2 mRNA. Finally, all three MIF inhibitors operate through blockade of nitric oxide production stimulated by cytokines. In conclusion, two novel MIF inhibitors are more potent than ISO-1 and operate through inhibition of the mitochondria-related apoptotic pathway. We propose that these compounds represent a unique class of anti-MIF antagonists that should be further tested for therapeutic use.
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Affiliation(s)
- Milica Vujicic
- Department of Immunology, Institute for Biological Research "Sinisa Stankovic", University of Belgrade, Belgrade, Serbia
| | - Ivana Nikolic
- Department of Immunology, Institute for Biological Research "Sinisa Stankovic", University of Belgrade, Belgrade, Serbia
| | - Tamara Krajnovic
- Department of Immunology, Institute for Biological Research "Sinisa Stankovic", University of Belgrade, Belgrade, Serbia
| | - Kai-Fan Cheng
- The Feinstein Institute for Medical Research, Manhasset, New York, USA
| | - Sonya VanPatten
- The Feinstein Institute for Medical Research, Manhasset, New York, USA
| | - Mingzhu He
- The Feinstein Institute for Medical Research, Manhasset, New York, USA
| | - Stanislava Stosic-Grujicic
- Department of Immunology, Institute for Biological Research "Sinisa Stankovic", University of Belgrade, Belgrade, Serbia
| | - Ivana Stojanovic
- Department of Immunology, Institute for Biological Research "Sinisa Stankovic", University of Belgrade, Belgrade, Serbia
| | - Yousef Al-Abed
- The Feinstein Institute for Medical Research, Manhasset, New York, USA.
| | - Tamara Saksida
- Department of Immunology, Institute for Biological Research "Sinisa Stankovic", University of Belgrade, Belgrade, Serbia.
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iTRAQ-based quantitative proteomics study on the neuroprotective effects of extract of Acanthopanax senticosus harm on SH-SY5Y cells overexpressing A53T mutant α-synuclein. Neurochem Int 2014; 72:37-47. [DOI: 10.1016/j.neuint.2014.04.012] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2014] [Revised: 04/04/2014] [Accepted: 04/08/2014] [Indexed: 01/10/2023]
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Sánchez-Zamora YI, Rodriguez-Sosa M. The role of MIF in type 1 and type 2 diabetes mellitus. J Diabetes Res 2014; 2014:804519. [PMID: 24527464 PMCID: PMC3910331 DOI: 10.1155/2014/804519] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2013] [Accepted: 12/11/2013] [Indexed: 11/17/2022] Open
Abstract
Autoimmunity and chronic low-grade inflammation are hallmarks of diabetes mellitus type one (T1DM) and type two (T2DM), respectively. Both processes are orchestrated by inflammatory cytokines, including the macrophage migration inhibitory factor (MIF). To date, MIF has been implicated in both types of diabetes; therefore, understanding the role of MIF could affect our understanding of the autoimmune or inflammatory responses that influence diabetic pathology. This review highlights our current knowledge about the involvement of MIF in both types of diabetes in the clinical environment and in experimental disease models.
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Affiliation(s)
- Yuriko I. Sánchez-Zamora
- Unidad de Biomedicina, Facultad de Estudios Superiores-Iztacala, Universidad Nacional Autónoma de México, Avenida de los Barrios No. 1, Los Reyes Iztacala, 54090 Tlalnepantla, MEX, Mexico
| | - Miriam Rodriguez-Sosa
- Unidad de Biomedicina, Facultad de Estudios Superiores-Iztacala, Universidad Nacional Autónoma de México, Avenida de los Barrios No. 1, Los Reyes Iztacala, 54090 Tlalnepantla, MEX, Mexico
- *Miriam Rodriguez-Sosa:
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