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Published in: Journal of Translational Medicine 1/2021

Open Access 01-12-2021 | Type 2 Diabetes | Research

Identification of circulating sphingosine kinase-related metabolites for prediction of type 2 diabetes

Authors: Qi Chen, Wei Wang, Ming-Feng Xia, You-li Lu, Hua Bian, Chen Yu, Xiao-Ying Li, Mathew A. Vadas, Xin Gao, Huan-Dong Lin, Pu Xia

Published in: Journal of Translational Medicine | Issue 1/2021

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Abstract

Background

Sphingosine Kinase (SphK) that catalyzes sphingosine (Sph) to sphingosine 1-phosphate (S1P), plays a key role in both sphingolipid metabolism and cellular signaling. While SphK has been implicated in type 2 diabetes mellitus (T2DM), it is unexplored in humans. Herein, we investigated whether circulating SphK-related metabolites are associated with T2DM incidence in an established prospective cohort.

Methods

Levels of SphK-related sphingolipid metabolites, including Sph, S1P, dihydrosphingosine (dhSph) and dihydro-S1P (dhS1P) in serum were measured by targeted-lipidomic analyses. By accessing to an established prospective cohort that involves a total of 2486 non-diabetic adults at baseline, 100 subjects who developed T2DM after a mean follow-up of 4.2-years, along with 100 control subjects matched strictly with age, sex, BMI and fasting glucose, were randomly enrolled for the present study.

Results

Comparison with the control group, medians of serum dhS1P and dhS1P/dhSph ratio at baseline were elevated significantly prior to the onset of T2DM. Each SD increment of dhS1P and dhS1P/dhSph ratio was associated with 53.5% and 54.1% increased risk of incident diabetes, respectively. The predictive effect of circulating dhS1P and dhS1P/dhSph ratio on T2DM incidence was independent of conventional risk factors in multivariate regression models. Furthermore, combination of serum dhS1P and dhS1P/dhSph ratio with conventional clinical indices significantly improved the accuracy of T2DM prediction (AUROC, 0.726), especially for normoglycemic subjects (AUROC, 0.859).

Conclusion

Circulating levels of dhS1P and dhS1P/dhSph ratio are strongly associated with increased risk of T2DM, and could serve as a useful biomarker for prediction of incident T2DM in normoglycemic populations.
Literature
1.
go back to reference Saeedi P, Petersohn I, Salpea P, Malanda B, Karuranga S, Unwin N, Colagiuri S, Guariguata L, Motala AA, Ogurtsova K, et al. Global and regional diabetes prevalence estimates for 2019 and projections for 2030 and 2045: Results from the International Diabetes Federation Diabetes Atlas, 9(th) edition. Diabetes Res Clin Pract. 2019;157:107843.PubMedCrossRef Saeedi P, Petersohn I, Salpea P, Malanda B, Karuranga S, Unwin N, Colagiuri S, Guariguata L, Motala AA, Ogurtsova K, et al. Global and regional diabetes prevalence estimates for 2019 and projections for 2030 and 2045: Results from the International Diabetes Federation Diabetes Atlas, 9(th) edition. Diabetes Res Clin Pract. 2019;157:107843.PubMedCrossRef
2.
go back to reference Saeedi P, Salpea P, Karuranga S, Petersohn I, Malanda B, Gregg EW, Unwin N, Wild SH, Williams R. Mortality attributable to diabetes in 20–79 years old adults, 2019 estimates: Results from the International Diabetes Federation Diabetes Atlas, 9(th) edition. Diabetes Res Clin Pract. 2020;162:108086.PubMedCrossRef Saeedi P, Salpea P, Karuranga S, Petersohn I, Malanda B, Gregg EW, Unwin N, Wild SH, Williams R. Mortality attributable to diabetes in 20–79 years old adults, 2019 estimates: Results from the International Diabetes Federation Diabetes Atlas, 9(th) edition. Diabetes Res Clin Pract. 2020;162:108086.PubMedCrossRef
3.
go back to reference Gregg EW, Cheng YJ, Srinivasan M, Lin J, Geiss LS, Albright AL, Imperatore G. Trends in cause-specific mortality among adults with and without diagnosed diabetes in the USA: an epidemiological analysis of linked national survey and vital statistics data. Lancet (London, England). 2018;391(10138):2430–40.CrossRef Gregg EW, Cheng YJ, Srinivasan M, Lin J, Geiss LS, Albright AL, Imperatore G. Trends in cause-specific mortality among adults with and without diagnosed diabetes in the USA: an epidemiological analysis of linked national survey and vital statistics data. Lancet (London, England). 2018;391(10138):2430–40.CrossRef
4.
go back to reference Chatterjee S, Khunti K, Davies MJ. Type 2 diabetes. Lancet (London, England). 2017;389(10085):2239–51.CrossRef Chatterjee S, Khunti K, Davies MJ. Type 2 diabetes. Lancet (London, England). 2017;389(10085):2239–51.CrossRef
5.
go back to reference Hannun YA, Obeid LM. Sphingolipids and their metabolism in physiology and disease. Nat Rev Mol Cell Biol. 2018;19(3):175–91.PubMedCrossRef Hannun YA, Obeid LM. Sphingolipids and their metabolism in physiology and disease. Nat Rev Mol Cell Biol. 2018;19(3):175–91.PubMedCrossRef
6.
go back to reference Spiegel S, Milstien S. Sphingosine-1-phosphate: an enigmatic signalling lipid. Nat Rev Mol Cell Biol. 2003;4(5):397–407.PubMedCrossRef Spiegel S, Milstien S. Sphingosine-1-phosphate: an enigmatic signalling lipid. Nat Rev Mol Cell Biol. 2003;4(5):397–407.PubMedCrossRef
7.
go back to reference Pitson SM. Regulation of sphingosine kinase and sphingolipid signaling. Trends Biochem Sci. 2011;36(2):97–107.PubMedCrossRef Pitson SM. Regulation of sphingosine kinase and sphingolipid signaling. Trends Biochem Sci. 2011;36(2):97–107.PubMedCrossRef
8.
go back to reference Xia P, Wadham C. Sphingosine 1-phosphate, a key mediator of the cytokine network: juxtacrine signaling. Cytokine Growth Factor Rev. 2011;22(1):45–53.PubMedCrossRef Xia P, Wadham C. Sphingosine 1-phosphate, a key mediator of the cytokine network: juxtacrine signaling. Cytokine Growth Factor Rev. 2011;22(1):45–53.PubMedCrossRef
9.
go back to reference Qi Y, Chen J, Lay A, Don A, Vadas M, Xia P. Loss of sphingosine kinase 1 predisposes to the onset of diabetes via promoting pancreatic beta-cell death in diet-induced obese mice. Faseb J. 2013;27(10):4294–304.PubMedCrossRef Qi Y, Chen J, Lay A, Don A, Vadas M, Xia P. Loss of sphingosine kinase 1 predisposes to the onset of diabetes via promoting pancreatic beta-cell death in diet-induced obese mice. Faseb J. 2013;27(10):4294–304.PubMedCrossRef
10.
go back to reference Song Z, Wang W, Li N, Yan S, Rong K, Lan T, Xia P. Sphingosine kinase 2 promotes lipotoxicity in pancreatic β-cells and the progression of diabetes. Faseb J. 2019;33(3):3636–46.PubMedCrossRef Song Z, Wang W, Li N, Yan S, Rong K, Lan T, Xia P. Sphingosine kinase 2 promotes lipotoxicity in pancreatic β-cells and the progression of diabetes. Faseb J. 2019;33(3):3636–46.PubMedCrossRef
11.
go back to reference Anderson AK, Lambert JM, Montefusco DJ, Tran BN, Roddy P, Holland WL, Cowart LA. Depletion of adipocyte sphingosine kinase 1 leads to cell hypertrophy, impaired lipolysis, and nonalcoholic fatty liver disease. J Lipid Res. 2020;61(10):1328–40.PubMedCrossRefPubMedCentral Anderson AK, Lambert JM, Montefusco DJ, Tran BN, Roddy P, Holland WL, Cowart LA. Depletion of adipocyte sphingosine kinase 1 leads to cell hypertrophy, impaired lipolysis, and nonalcoholic fatty liver disease. J Lipid Res. 2020;61(10):1328–40.PubMedCrossRefPubMedCentral
12.
go back to reference Aji G, Huang Y, Ng ML, Wang W, Lan T, Li M, Li Y, Chen Q, Li R, Yan S, et al. Regulation of hepatic insulin signaling and glucose homeostasis by sphingosine kinase 2. Proc Natl Acad Sci U S A. 2020;117(39):24434–42.PubMedPubMedCentralCrossRef Aji G, Huang Y, Ng ML, Wang W, Lan T, Li M, Li Y, Chen Q, Li R, Yan S, et al. Regulation of hepatic insulin signaling and glucose homeostasis by sphingosine kinase 2. Proc Natl Acad Sci U S A. 2020;117(39):24434–42.PubMedPubMedCentralCrossRef
13.
go back to reference Gao X, Hofman A, Hu Y, Lin H, Zhu C, Jeekel J, Jin X, Wang J, Gao J, Yin Y, et al. The Shanghai Changfeng Study: a community-based prospective cohort study of chronic diseases among middle-aged and elderly: objectives and design. Eur J Epidemiol. 2010;25(12):885–93.PubMedCrossRef Gao X, Hofman A, Hu Y, Lin H, Zhu C, Jeekel J, Jin X, Wang J, Gao J, Yin Y, et al. The Shanghai Changfeng Study: a community-based prospective cohort study of chronic diseases among middle-aged and elderly: objectives and design. Eur J Epidemiol. 2010;25(12):885–93.PubMedCrossRef
14.
go back to reference Xia MF, Lin HD, Chen LY, Wu L, Ma H, Li Q, Aleteng Q, Hu Y, He WY, Gao J, et al. The PNPLA3 rs738409 C>G variant interacts with changes in body weight over time to aggravate liver steatosis, but reduces the risk of incident type 2 diabetes. Diabetologia. 2019;62(4):644–54.PubMedCrossRef Xia MF, Lin HD, Chen LY, Wu L, Ma H, Li Q, Aleteng Q, Hu Y, He WY, Gao J, et al. The PNPLA3 rs738409 C>G variant interacts with changes in body weight over time to aggravate liver steatosis, but reduces the risk of incident type 2 diabetes. Diabetologia. 2019;62(4):644–54.PubMedCrossRef
15.
go back to reference Matthews DR, Hosker JP, Rudenski AS, Naylor BA, Treacher DF, Turner RC. Homeostasis model assessment: insulin resistance and beta-cell function from fasting plasma glucose and insulin concentrations in man. Diabetologia. 1985;28(7):412–9.PubMedCrossRef Matthews DR, Hosker JP, Rudenski AS, Naylor BA, Treacher DF, Turner RC. Homeostasis model assessment: insulin resistance and beta-cell function from fasting plasma glucose and insulin concentrations in man. Diabetologia. 1985;28(7):412–9.PubMedCrossRef
17.
go back to reference Hammad SM, Pierce JS, Soodavar F, Smith KJ, Al Gadban MM, Rembiesa B, Klein RL, Hannun YA, Bielawski J, Bielawska A. Blood sphingolipidomics in healthy humans: impact of sample collection methodology. J Lipid Res. 2010;51(10):3074–87.PubMedPubMedCentralCrossRef Hammad SM, Pierce JS, Soodavar F, Smith KJ, Al Gadban MM, Rembiesa B, Klein RL, Hannun YA, Bielawski J, Bielawska A. Blood sphingolipidomics in healthy humans: impact of sample collection methodology. J Lipid Res. 2010;51(10):3074–87.PubMedPubMedCentralCrossRef
18.
go back to reference Sullards MC, Liu Y, Chen Y, Merrill AH Jr. Analysis of mammalian sphingolipids by liquid chromatography tandem mass spectrometry (LC-MS/MS) and tissue imaging mass spectrometry (TIMS). Biochem Biophys Acta. 2011;1811(11):838–53.PubMed Sullards MC, Liu Y, Chen Y, Merrill AH Jr. Analysis of mammalian sphingolipids by liquid chromatography tandem mass spectrometry (LC-MS/MS) and tissue imaging mass spectrometry (TIMS). Biochem Biophys Acta. 2011;1811(11):838–53.PubMed
19.
go back to reference Sensken SC, Bode C, Nagarajan M, Peest U, Pabst O, Gräler MH. Redistribution of sphingosine 1-phosphate by sphingosine kinase 2 contributes to lymphopenia. J Immunol. 2010;184(8):4133–42.PubMedCrossRef Sensken SC, Bode C, Nagarajan M, Peest U, Pabst O, Gräler MH. Redistribution of sphingosine 1-phosphate by sphingosine kinase 2 contributes to lymphopenia. J Immunol. 2010;184(8):4133–42.PubMedCrossRef
20.
go back to reference Kharel Y, Huang T, Salamon A, Harris TE, Santos WL, Lynch KR. Mechanism of sphingosine 1-phosphate clearance from blood. Biochem J. 2020;477(5):925–35.PubMedCrossRef Kharel Y, Huang T, Salamon A, Harris TE, Santos WL, Lynch KR. Mechanism of sphingosine 1-phosphate clearance from blood. Biochem J. 2020;477(5):925–35.PubMedCrossRef
22.
go back to reference Chavez JA, Summers SA. A ceramide-centric view of insulin resistance. Cell Metab. 2012;15(5):585–94.PubMedCrossRef Chavez JA, Summers SA. A ceramide-centric view of insulin resistance. Cell Metab. 2012;15(5):585–94.PubMedCrossRef
23.
go back to reference Lemaitre RN, Yu C, Hoofnagle A, Hari N, Jensen PN, Fretts AM, Umans JG, Howard BV, Sitlani CM, Siscovick DS, et al. Circulating Sphingolipids, Insulin, HOMA-IR, and HOMA-B: The Strong Heart Family Study. Diabetes. 2018;67(8):1663–72.PubMedPubMedCentralCrossRef Lemaitre RN, Yu C, Hoofnagle A, Hari N, Jensen PN, Fretts AM, Umans JG, Howard BV, Sitlani CM, Siscovick DS, et al. Circulating Sphingolipids, Insulin, HOMA-IR, and HOMA-B: The Strong Heart Family Study. Diabetes. 2018;67(8):1663–72.PubMedPubMedCentralCrossRef
24.
go back to reference Chew WS, Torta F, Ji S, Choi H, Begum H, Sim X, Khoo CM, Khoo EYH, Ong WY, Van Dam RM, et al. Large-scale lipidomics identifies associations between plasma sphingolipids and T2DM incidence. JCI Insight. 2019;5:13. Chew WS, Torta F, Ji S, Choi H, Begum H, Sim X, Khoo CM, Khoo EYH, Ong WY, Van Dam RM, et al. Large-scale lipidomics identifies associations between plasma sphingolipids and T2DM incidence. JCI Insight. 2019;5:13.
25.
go back to reference Huynh K, Barlow CK, Jayawardana KS, Weir JM, Mellett NA, Cinel M, Magliano DJ, Shaw JE, Drew BG, Meikle PJ. High-throughput plasma lipidomics: detailed mapping of the associations with cardiometabolic risk factors. Cell Chem Biol. 2019;26(1):71-84.e74.PubMedCrossRef Huynh K, Barlow CK, Jayawardana KS, Weir JM, Mellett NA, Cinel M, Magliano DJ, Shaw JE, Drew BG, Meikle PJ. High-throughput plasma lipidomics: detailed mapping of the associations with cardiometabolic risk factors. Cell Chem Biol. 2019;26(1):71-84.e74.PubMedCrossRef
28.
go back to reference Wigger L, Cruciani-Guglielmacci C, Nicolas A, Denom J, Fernandez N, Fumeron F, Marques-Vidal P, Ktorza A, Kramer W, Schulte A, et al. Plasma dihydroceramides are diabetes susceptibility biomarker candidates in mice and humans. Cell Rep. 2017;18(9):2269–79.PubMedCrossRef Wigger L, Cruciani-Guglielmacci C, Nicolas A, Denom J, Fernandez N, Fumeron F, Marques-Vidal P, Ktorza A, Kramer W, Schulte A, et al. Plasma dihydroceramides are diabetes susceptibility biomarker candidates in mice and humans. Cell Rep. 2017;18(9):2269–79.PubMedCrossRef
29.
go back to reference Xia JY, Holland WL, Kusminski CM, Sun K, Sharma AX, Pearson MJ, Sifuentes AJ, McDonald JG, Gordillo R, Scherer PE. Targeted induction of ceramide degradation leads to improved systemic metabolism and reduced hepatic steatosis. Cell Metab. 2015;22(2):266–78.PubMedPubMedCentralCrossRef Xia JY, Holland WL, Kusminski CM, Sun K, Sharma AX, Pearson MJ, Sifuentes AJ, McDonald JG, Gordillo R, Scherer PE. Targeted induction of ceramide degradation leads to improved systemic metabolism and reduced hepatic steatosis. Cell Metab. 2015;22(2):266–78.PubMedPubMedCentralCrossRef
30.
go back to reference Mizugishi K, Yamashita T, Olivera A, Miller GF, Spiegel S, Proia RL. Essential role for sphingosine kinases in neural and vascular development. Mol Cell Biol. 2005;25(24):11113–21.PubMedPubMedCentralCrossRef Mizugishi K, Yamashita T, Olivera A, Miller GF, Spiegel S, Proia RL. Essential role for sphingosine kinases in neural and vascular development. Mol Cell Biol. 2005;25(24):11113–21.PubMedPubMedCentralCrossRef
31.
go back to reference Pappu R, Schwab SR, Cornelissen I, Pereira JP, Regard JB, Xu Y, Camerer E, Zheng YW, Huang Y, Cyster JG, et al. Promotion of lymphocyte egress into blood and lymph by distinct sources of sphingosine-1-phosphate. Science. 2007;316(5822):295–8.PubMedCrossRef Pappu R, Schwab SR, Cornelissen I, Pereira JP, Regard JB, Xu Y, Camerer E, Zheng YW, Huang Y, Cyster JG, et al. Promotion of lymphocyte egress into blood and lymph by distinct sources of sphingosine-1-phosphate. Science. 2007;316(5822):295–8.PubMedCrossRef
32.
go back to reference Olivera A, Allende ML, Proia RL. Shaping the landscape: metabolic regulation of S1P gradients. Biochem Biophys Acta. 2013;1831(1):193–202.PubMed Olivera A, Allende ML, Proia RL. Shaping the landscape: metabolic regulation of S1P gradients. Biochem Biophys Acta. 2013;1831(1):193–202.PubMed
33.
go back to reference Neubauer HA, Pitson SM. Roles, regulation and inhibitors of sphingosine kinase 2. FEBS J. 2013;280(21):5317–36.PubMedCrossRef Neubauer HA, Pitson SM. Roles, regulation and inhibitors of sphingosine kinase 2. FEBS J. 2013;280(21):5317–36.PubMedCrossRef
34.
go back to reference Venkataraman K, Thangada S, Michaud J, Oo ML, Ai Y, Lee YM, Wu M, Parikh NS, Khan F, Proia RL, et al. Extracellular export of sphingosine kinase-1a contributes to the vascular S1P gradient. Biochem J. 2006;397(3):461–71.PubMedPubMedCentralCrossRef Venkataraman K, Thangada S, Michaud J, Oo ML, Ai Y, Lee YM, Wu M, Parikh NS, Khan F, Proia RL, et al. Extracellular export of sphingosine kinase-1a contributes to the vascular S1P gradient. Biochem J. 2006;397(3):461–71.PubMedPubMedCentralCrossRef
35.
go back to reference Merrill AH Jr, Sullards MC. Opinion article on lipidomics: inherent challenges of lipidomic analysis of sphingolipids. Biochim Biophys Acta. 2017;1862(8):774–6.PubMedCentralCrossRef Merrill AH Jr, Sullards MC. Opinion article on lipidomics: inherent challenges of lipidomic analysis of sphingolipids. Biochim Biophys Acta. 2017;1862(8):774–6.PubMedCentralCrossRef
36.
go back to reference Chong JR, Xiang P, Wang W, Hind T, Chew WS, Ong WY, Lai MKP, Herr DR. Sphingolipidomics analysis of large clinical cohorts. Part 2: Potential impact and applications. Biochem Biophys Res Commun. 2018;504(3):v602-607.CrossRef Chong JR, Xiang P, Wang W, Hind T, Chew WS, Ong WY, Lai MKP, Herr DR. Sphingolipidomics analysis of large clinical cohorts. Part 2: Potential impact and applications. Biochem Biophys Res Commun. 2018;504(3):v602-607.CrossRef
37.
go back to reference Wang TJ, Larson MG, Vasan RS, Cheng S, Rhee EP, McCabe E, Lewis GD, Fox CS, Jacques PF, Fernandez C, et al. Metabolite profiles and the risk of developing diabetes. Nat Med. 2011;17(4):448–53.PubMedPubMedCentralCrossRef Wang TJ, Larson MG, Vasan RS, Cheng S, Rhee EP, McCabe E, Lewis GD, Fox CS, Jacques PF, Fernandez C, et al. Metabolite profiles and the risk of developing diabetes. Nat Med. 2011;17(4):448–53.PubMedPubMedCentralCrossRef
38.
go back to reference Chen C, Chen Q, Nie B, Zhang H, Zhai H, Zhao L, Xia P, Lu Y, Wang N. Trends in bone mineral density, osteoporosis, and osteopenia among U.S. adults with prediabetes, 2005–2014. Diabetes Care. 2020;43(5):1008–15.PubMedCrossRef Chen C, Chen Q, Nie B, Zhang H, Zhai H, Zhao L, Xia P, Lu Y, Wang N. Trends in bone mineral density, osteoporosis, and osteopenia among U.S. adults with prediabetes, 2005–2014. Diabetes Care. 2020;43(5):1008–15.PubMedCrossRef
39.
go back to reference Kelsey MM, Pyle L, Hilkin A, Severn CD, Utzschneider K, Van Pelt RE, Nadeau KJ, Zeitler PS. The impact of obesity on insulin sensitivity and secretion during pubertal progression: a longitudinal study. J Clin Endocrinol Metab. 2020;105(5):e2061-2068.PubMedCentralCrossRef Kelsey MM, Pyle L, Hilkin A, Severn CD, Utzschneider K, Van Pelt RE, Nadeau KJ, Zeitler PS. The impact of obesity on insulin sensitivity and secretion during pubertal progression: a longitudinal study. J Clin Endocrinol Metab. 2020;105(5):e2061-2068.PubMedCentralCrossRef
40.
go back to reference Meigs JB, Shrader P, Sullivan LM, McAteer JB, Fox CS, Dupuis J, Manning AK, Florez JC, Wilson PW, D’Agostino RB Sr, et al. Genotype score in addition to common risk factors for prediction of type 2 diabetes. N Engl J Med. 2008;359(21):2208–19.PubMedPubMedCentralCrossRef Meigs JB, Shrader P, Sullivan LM, McAteer JB, Fox CS, Dupuis J, Manning AK, Florez JC, Wilson PW, D’Agostino RB Sr, et al. Genotype score in addition to common risk factors for prediction of type 2 diabetes. N Engl J Med. 2008;359(21):2208–19.PubMedPubMedCentralCrossRef
41.
go back to reference Lee SY, Hong IK, Kim BR, Shim SM, Sung Lee J, Lee HY, Soo Choi C, Kim BK, Park TS. Activation of sphingosine kinase 2 by endoplasmic reticulum stress ameliorates hepatic steatosis and insulin resistance in mice. Hepatology (Baltimore, MD). 2015;62(1):135–46.CrossRef Lee SY, Hong IK, Kim BR, Shim SM, Sung Lee J, Lee HY, Soo Choi C, Kim BK, Park TS. Activation of sphingosine kinase 2 by endoplasmic reticulum stress ameliorates hepatic steatosis and insulin resistance in mice. Hepatology (Baltimore, MD). 2015;62(1):135–46.CrossRef
42.
go back to reference Kwong EK, Liu R, Zhao D, Li X, Zhu W, Wang X, Gurley EC, Lai G, Liu J, Hylemon PB, et al. The role of sphingosine kinase 2 in alcoholic liver disease. Digestive Liver Dis. 2019;51(8):1154–63.CrossRef Kwong EK, Liu R, Zhao D, Li X, Zhu W, Wang X, Gurley EC, Lai G, Liu J, Hylemon PB, et al. The role of sphingosine kinase 2 in alcoholic liver disease. Digestive Liver Dis. 2019;51(8):1154–63.CrossRef
43.
go back to reference Nagahashi M, Takabe K, Liu R, Peng K, Wang X, Wang Y, Hait NC, Wang X, Allegood JC, Yamada A, et al. Conjugated bile acid-activated S1P receptor 2 is a key regulator of sphingosine kinase 2 and hepatic gene expression. Hepatology (Baltimore, MD). 2015;61(4):1216–26.PubMedCentralCrossRef Nagahashi M, Takabe K, Liu R, Peng K, Wang X, Wang Y, Hait NC, Wang X, Allegood JC, Yamada A, et al. Conjugated bile acid-activated S1P receptor 2 is a key regulator of sphingosine kinase 2 and hepatic gene expression. Hepatology (Baltimore, MD). 2015;61(4):1216–26.PubMedCentralCrossRef
44.
go back to reference Magaye RR, Savira F, Hua Y, Kelly DJ, Reid C, Flynn B, Liew D, Wang BH. The role of dihydrosphingolipids in disease. Cell Mol Life Sci. 2019;76(6):1107–34.PubMedCrossRef Magaye RR, Savira F, Hua Y, Kelly DJ, Reid C, Flynn B, Liew D, Wang BH. The role of dihydrosphingolipids in disease. Cell Mol Life Sci. 2019;76(6):1107–34.PubMedCrossRef
Metadata
Title
Identification of circulating sphingosine kinase-related metabolites for prediction of type 2 diabetes
Authors
Qi Chen
Wei Wang
Ming-Feng Xia
You-li Lu
Hua Bian
Chen Yu
Xiao-Ying Li
Mathew A. Vadas
Xin Gao
Huan-Dong Lin
Pu Xia
Publication date
01-12-2021
Publisher
BioMed Central
Keyword
Type 2 Diabetes
Published in
Journal of Translational Medicine / Issue 1/2021
Electronic ISSN: 1479-5876
DOI
https://doi.org/10.1186/s12967-021-03066-z

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