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Open Access 24-04-2024 | Sarcoidosis | IM - ORIGINAL

Role of triglyceride-glucose index in metabolic assessment of sarcoidosis patients

Authors: Luigi Rizzi, Chiara Coppola, Yaqob Hbaidi, Riccardo Russo, Lucilla Crudele, Antonio Moschetta, Patrizia Suppressa

Published in: Internal and Emergency Medicine

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Abstract

Sarcoidosis is a rare granulomatous disease that can affect any organ. It leads to an increased risk of metabolic syndrome and insulin resistance, due to biochemical pathways involved in low-grade inflammation in both diseases. The aim of our retrospective case–control study was to evaluate the utility of triglyceride-glucose (TyG) index, a surrogate of insulin resistance, for metabolic assessment of sarcoidosis patients. A cohort of 90 sarcoidosis patients and a cohort of 90 control subjects were enrolled. Clinical, anamnestic, and biochemical data were collected. Results showed that TyG index values were higher in the sarcoidosis cohort than in the control group (p < 0.001), even after excluding the influence of diabetes and metabolic syndrome (p = 0.018). In the sarcoidosis cohort, TyG index was not correlated with clinical phenotyping (p = 0.358), gender (p = 0.139), radiological stage (p = 0.656), glucocorticoids cumulative dose (p = 0.682) or treatment regimen (p = 0.093), while significant positive correlations with waist circumference (p < 0.001), systolic and diastolic pressure (p = 0.041 and p = 0.029, respectively), Framingham score (p = 0.007) were found. Receiving operating characteristics curve analysis identified a TyG index optimal cut-off value of 8.64 (66.7% sensitivity, 77.8% specificity, area under the curve -AUC- 75%, 95% confidence interval -CI- 65–85, p < 0.001) to detect metabolic syndrome and a cut-off value of 8.69 (64.1% sensitivity, 70.6% specificity; AUC 67%, 95% CI 55–78, p = 0.007) to detect an intermediate cardiovascular risk according to Framingham risk score. Concluding, TyG index can be considered a useful tool for the metabolic assessment of sarcoidosis patients, given its capacity to predict metabolic syndrome and cardiovascular risk.
Literature
1.
go back to reference Rizzi L, Sabbà C, Suppressa P (2022) Sarcoidosis and autoimmunity: In the depth of a complex relationship. Front Med (Lausanne) 9:991394CrossRefPubMed Rizzi L, Sabbà C, Suppressa P (2022) Sarcoidosis and autoimmunity: In the depth of a complex relationship. Front Med (Lausanne) 9:991394CrossRefPubMed
2.
go back to reference Arkema EV, Cozier YC (2020) Sarcoidosis epidemiology: recent estimates of incidence, prevalence and risk factors. Curr Opin Pulm 26(5):527–534CrossRef Arkema EV, Cozier YC (2020) Sarcoidosis epidemiology: recent estimates of incidence, prevalence and risk factors. Curr Opin Pulm 26(5):527–534CrossRef
4.
go back to reference Grunewald J, Grutters JC, Arkema EV, Saketkoo LA, Moller DR, Müller-Quernheim J (2019) Sarcoidosis. Nat Rev Dis Prime 5(1):45CrossRef Grunewald J, Grutters JC, Arkema EV, Saketkoo LA, Moller DR, Müller-Quernheim J (2019) Sarcoidosis. Nat Rev Dis Prime 5(1):45CrossRef
5.
go back to reference Yıldız Gülhan P, Güleç Balbay E, Erçelik M, Yıldız Ş, Yılmaz MA (2020) Is sarcoidosis related to metabolic syndrome and insulin resistance? Aging Male 23(1):53–58CrossRefPubMed Yıldız Gülhan P, Güleç Balbay E, Erçelik M, Yıldız Ş, Yılmaz MA (2020) Is sarcoidosis related to metabolic syndrome and insulin resistance? Aging Male 23(1):53–58CrossRefPubMed
6.
go back to reference Cozier YC, Coogan PF, Govender P, Berman JS, Palmer JR, Rosenberg L (2015) Obesity and weight gain in relation to incidence of sarcoidosis in US black women: data from the Black Women’s Health Study. Chest 147(4):1086–1093CrossRefPubMed Cozier YC, Coogan PF, Govender P, Berman JS, Palmer JR, Rosenberg L (2015) Obesity and weight gain in relation to incidence of sarcoidosis in US black women: data from the Black Women’s Health Study. Chest 147(4):1086–1093CrossRefPubMed
7.
go back to reference Ungprasert P, Crowson CS, Matteson EL (2017) Risk of cardiovascular disease among patients with sarcoidosis: a population-based retrospective cohort study, 1976–2013. Eur Respir J 49(2):1601290CrossRefPubMedPubMedCentral Ungprasert P, Crowson CS, Matteson EL (2017) Risk of cardiovascular disease among patients with sarcoidosis: a population-based retrospective cohort study, 1976–2013. Eur Respir J 49(2):1601290CrossRefPubMedPubMedCentral
8.
go back to reference Simental-Mendia LE, Rodriguez-Moran M, Guerrero-Romero F (2008) The product of fasting glucose and triglycerides as surrogate for identifying insulin resistance in apparently healthy subjects. Metab Syndr Relat Disord 6:299–304CrossRefPubMed Simental-Mendia LE, Rodriguez-Moran M, Guerrero-Romero F (2008) The product of fasting glucose and triglycerides as surrogate for identifying insulin resistance in apparently healthy subjects. Metab Syndr Relat Disord 6:299–304CrossRefPubMed
9.
go back to reference Guerrero-Romero F, Simental-Mendia LE, Gonza’lez-Ortiz M, Martinez-Abundis E, Ramos-Zavala MG, Hernandezonzalez SO et al (2010) The product of triglycerides and glucose, a simple measure of insulin sensitivity. Comparison with the euglycemic-hyperinsulinemic clamp. J Clin Endocrinol Metab. 95:3347–3351CrossRefPubMed Guerrero-Romero F, Simental-Mendia LE, Gonza’lez-Ortiz M, Martinez-Abundis E, Ramos-Zavala MG, Hernandezonzalez SO et al (2010) The product of triglycerides and glucose, a simple measure of insulin sensitivity. Comparison with the euglycemic-hyperinsulinemic clamp. J Clin Endocrinol Metab. 95:3347–3351CrossRefPubMed
10.
go back to reference Du T, Yuan G, Zhang M, Zhou X, Sun X, Yu X (2014) Clinical usefulness of lipid ratios, visceral adiposity indicators, and the triglycerides and glucose index as risk markers of insulin resistance. Cardiovasc Diabetol 13:146CrossRefPubMedPubMedCentral Du T, Yuan G, Zhang M, Zhou X, Sun X, Yu X (2014) Clinical usefulness of lipid ratios, visceral adiposity indicators, and the triglycerides and glucose index as risk markers of insulin resistance. Cardiovasc Diabetol 13:146CrossRefPubMedPubMedCentral
11.
go back to reference Son DH, Lee HS, Lee YJ, Lee JH, Han JH (2022) Comparison of triglyceride-glucose index and HOMA-IR for predicting prevalence and incidence of metabolic syndrome. Nutr Metab Cardiovasc Dis 32(3):596–604CrossRefPubMed Son DH, Lee HS, Lee YJ, Lee JH, Han JH (2022) Comparison of triglyceride-glucose index and HOMA-IR for predicting prevalence and incidence of metabolic syndrome. Nutr Metab Cardiovasc Dis 32(3):596–604CrossRefPubMed
12.
go back to reference Liu X, Tan Z, Huang Y, Zhao H, Liu M, Yu P, Ma J, Zhao Y, Zhu W, Wang J (2022) Relationship between the triglyceride-glucose index and risk of cardiovascular diseases and mortality in the general population: a systematic review and meta-analysis. Cardiovasc Diabetol. 21(1):124CrossRefPubMedPubMedCentral Liu X, Tan Z, Huang Y, Zhao H, Liu M, Yu P, Ma J, Zhao Y, Zhu W, Wang J (2022) Relationship between the triglyceride-glucose index and risk of cardiovascular diseases and mortality in the general population: a systematic review and meta-analysis. Cardiovasc Diabetol. 21(1):124CrossRefPubMedPubMedCentral
13.
go back to reference Wang L, Cong HL, Zhang JX, Hu YC, Wei A, Zhang YY, Yang H, Ren LB, Qi W, Li WY, Zhang R, Xu JH (2020) Triglyceride-glucose index predicts adverse cardiovascular events in patients with diabetes and acute coronary syndrome. Cardiovasc Diabetol 19(1):80CrossRefPubMedPubMedCentral Wang L, Cong HL, Zhang JX, Hu YC, Wei A, Zhang YY, Yang H, Ren LB, Qi W, Li WY, Zhang R, Xu JH (2020) Triglyceride-glucose index predicts adverse cardiovascular events in patients with diabetes and acute coronary syndrome. Cardiovasc Diabetol 19(1):80CrossRefPubMedPubMedCentral
14.
go back to reference Hunninghake GW, Costabel U, Ando M, Baughman R, Cordier JF, du Bois R, Eklund A, Kitaichi M, Lynch J, Rizzato G, Rose C, Selroos O, Semenzato G, Sharma OP (1999) ATS/ERS/WASOG statement on sarcoidosis. American Thoracic Society/European Respiratory Society/world Association of Sarcoidosis and other granulomatous disorders. Sarcoidosis Vasc Diffuse Lung Dis 16(2):149–73PubMed Hunninghake GW, Costabel U, Ando M, Baughman R, Cordier JF, du Bois R, Eklund A, Kitaichi M, Lynch J, Rizzato G, Rose C, Selroos O, Semenzato G, Sharma OP (1999) ATS/ERS/WASOG statement on sarcoidosis. American Thoracic Society/European Respiratory Society/world Association of Sarcoidosis and other granulomatous disorders. Sarcoidosis Vasc Diffuse Lung Dis 16(2):149–73PubMed
15.
go back to reference Holt RIG (2005) International Diabetes Federation re-defines the metabolic syndrome. Diabetes Obes Metab 7(5):618–620CrossRefPubMed Holt RIG (2005) International Diabetes Federation re-defines the metabolic syndrome. Diabetes Obes Metab 7(5):618–620CrossRefPubMed
16.
go back to reference Wilson PW, D’Agostino RB, Levy D, Belanger AM, Silbershatz H, Kannel WB (1998) Prediction of coronary heart disease using risk factor categories. Circulation 97(18):1837–47CrossRefPubMed Wilson PW, D’Agostino RB, Levy D, Belanger AM, Silbershatz H, Kannel WB (1998) Prediction of coronary heart disease using risk factor categories. Circulation 97(18):1837–47CrossRefPubMed
17.
go back to reference Lim J, Kim J, Koo SH, Kwon GC (2019) Comparison of triglyceride glucose index, and related parameters to predict insulin resistance in Korean adults: An analysis of the 2007–2010 Korean National Health and Nutrition Examination Survey. PLoS One. 14(3):e0212963CrossRefPubMedPubMedCentral Lim J, Kim J, Koo SH, Kwon GC (2019) Comparison of triglyceride glucose index, and related parameters to predict insulin resistance in Korean adults: An analysis of the 2007–2010 Korean National Health and Nutrition Examination Survey. PLoS One. 14(3):e0212963CrossRefPubMedPubMedCentral
18.
go back to reference Scadding JG (1961) Prognosis of intrathoracic sarcoidosis in England. A review of 136 cases after five years’ observation. Br Med J. 2(5261):1165–72CrossRefPubMedPubMedCentral Scadding JG (1961) Prognosis of intrathoracic sarcoidosis in England. A review of 136 cases after five years’ observation. Br Med J. 2(5261):1165–72CrossRefPubMedPubMedCentral
19.
go back to reference Schupp JC, Freitag-Wolf S, Bargagli E, Mihailović-Vučinić V, Rottoli P, Grubanovic A, Müller A, Jochens A, Tittmann L, Schnerch J, Olivieri C, Fischer A, Jovanovic D, Filipovic S, Videnovic-Ivanovic J, Bresser P, Jonkers R, O’Reilly K, Ho LP, Gaede KI, Zabel P, Dubaniewicz A, Marshall B, Kieszko R, Milanowski J, Günther A, Weihrich A, Petrek M, Kolek V, Keane MP, O’Beirne S, Donnelly S, Haraldsdottir SO, Jorundsdottir KB, Costabel U, Bonella F, Wallaert B, Grah C, Peroš-Golubičić T, Luisetti M, Kadija Z, Pabst S, Grohé C, Strausz J, Vašáková M, Sterclova M, Millar A, Homolka J, Slováková A, Kendrick Y, Crawshaw A, Wuyts W, Spencer L, Pfeifer M, Valeyre D, Poletti V, Wirtz H, Prasse A, Schreiber S, Krawczak M, Müller-Quernheim J (2018) Phenotypes of organ involvement in sarcoidosis. Eur Respir J 51(1):1700991CrossRefPubMed Schupp JC, Freitag-Wolf S, Bargagli E, Mihailović-Vučinić V, Rottoli P, Grubanovic A, Müller A, Jochens A, Tittmann L, Schnerch J, Olivieri C, Fischer A, Jovanovic D, Filipovic S, Videnovic-Ivanovic J, Bresser P, Jonkers R, O’Reilly K, Ho LP, Gaede KI, Zabel P, Dubaniewicz A, Marshall B, Kieszko R, Milanowski J, Günther A, Weihrich A, Petrek M, Kolek V, Keane MP, O’Beirne S, Donnelly S, Haraldsdottir SO, Jorundsdottir KB, Costabel U, Bonella F, Wallaert B, Grah C, Peroš-Golubičić T, Luisetti M, Kadija Z, Pabst S, Grohé C, Strausz J, Vašáková M, Sterclova M, Millar A, Homolka J, Slováková A, Kendrick Y, Crawshaw A, Wuyts W, Spencer L, Pfeifer M, Valeyre D, Poletti V, Wirtz H, Prasse A, Schreiber S, Krawczak M, Müller-Quernheim J (2018) Phenotypes of organ involvement in sarcoidosis. Eur Respir J 51(1):1700991CrossRefPubMed
20.
go back to reference Sohn C, Kim J, Bae W (2012) The framingham risk score, diet, and inflammatory markers in Korean men with metabolic syndrome. Nutr Res Pract 6(3):246–253CrossRefPubMedPubMedCentral Sohn C, Kim J, Bae W (2012) The framingham risk score, diet, and inflammatory markers in Korean men with metabolic syndrome. Nutr Res Pract 6(3):246–253CrossRefPubMedPubMedCentral
21.
go back to reference Işık AC, Kavas M, Tezcan ME (2022) Metabolic syndrome may be more frequent in treatment-naive sarcoidosis patients. Z Rheumatol 83:154–159CrossRefPubMed Işık AC, Kavas M, Tezcan ME (2022) Metabolic syndrome may be more frequent in treatment-naive sarcoidosis patients. Z Rheumatol 83:154–159CrossRefPubMed
22.
go back to reference Maradit Kremers H, Reinalda MS, Crowson CS, Davis JM 3rd, Hunder GG, Gabriel SE (2007) Glucocorticoids and cardiovascular and cerebrovascular events in polymyalgia rheumatica. Arthr Rheum 57(2):279–86CrossRef Maradit Kremers H, Reinalda MS, Crowson CS, Davis JM 3rd, Hunder GG, Gabriel SE (2007) Glucocorticoids and cardiovascular and cerebrovascular events in polymyalgia rheumatica. Arthr Rheum 57(2):279–86CrossRef
23.
go back to reference Bargagli E, Rosi E, Pistolesi M, Lavorini F, Voltolini L, Rottoli P (2017) Increased risk of atherosclerosis in patients with sarcoidosis. Pathobiology 84(5):258–263CrossRefPubMed Bargagli E, Rosi E, Pistolesi M, Lavorini F, Voltolini L, Rottoli P (2017) Increased risk of atherosclerosis in patients with sarcoidosis. Pathobiology 84(5):258–263CrossRefPubMed
24.
go back to reference Rizzi L, Coppola C, Cocco V, Sabbà C, Suppressa P (2023) Cardiovascular risk in rare diseases: a prognostic stratification model in a cohort of sarcoidosis patients. Intern Emerg Med 18(5):1437–1444CrossRefPubMedPubMedCentral Rizzi L, Coppola C, Cocco V, Sabbà C, Suppressa P (2023) Cardiovascular risk in rare diseases: a prognostic stratification model in a cohort of sarcoidosis patients. Intern Emerg Med 18(5):1437–1444CrossRefPubMedPubMedCentral
25.
go back to reference Yılmaz HEB, Yılmaz M, Erol T, Şen N, Ünsal ZE, Kara S, Habeşoğlu MA, Akçay Ş (2020) Evaluation of subclinical atherosclerosis with carotid intima-media and epicardial fat thickness in patients with sarcoidosis. Turk Thorac J 21(3):174–179PubMedPubMedCentral Yılmaz HEB, Yılmaz M, Erol T, Şen N, Ünsal ZE, Kara S, Habeşoğlu MA, Akçay Ş (2020) Evaluation of subclinical atherosclerosis with carotid intima-media and epicardial fat thickness in patients with sarcoidosis. Turk Thorac J 21(3):174–179PubMedPubMedCentral
26.
go back to reference Rana GD, d’Alessandro M, Rizzi L, Bergantini L, Cameli P, Vozza A, Sestini P, Suppressa P, Bargagli E (2021) Clinical phenotyping in sarcoidosis management. Sarcoidosis Vasc Diffuse Lung Dis 38(2):e2021007PubMedPubMedCentral Rana GD, d’Alessandro M, Rizzi L, Bergantini L, Cameli P, Vozza A, Sestini P, Suppressa P, Bargagli E (2021) Clinical phenotyping in sarcoidosis management. Sarcoidosis Vasc Diffuse Lung Dis 38(2):e2021007PubMedPubMedCentral
Metadata
Title
Role of triglyceride-glucose index in metabolic assessment of sarcoidosis patients
Authors
Luigi Rizzi
Chiara Coppola
Yaqob Hbaidi
Riccardo Russo
Lucilla Crudele
Antonio Moschetta
Patrizia Suppressa
Publication date
24-04-2024
Publisher
Springer International Publishing
Published in
Internal and Emergency Medicine
Print ISSN: 1828-0447
Electronic ISSN: 1970-9366
DOI
https://doi.org/10.1007/s11739-024-03609-4
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