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Published in: BMC Endocrine Disorders 1/2022

Open Access 01-12-2022 | Diabetes | Research

Association of serum creatinine levels and risk of type 2 diabetes mellitus in Korea: a case control study

Authors: Do Kyeong Song, Young Sun Hong, Yeon-Ah Sung, Hyejin Lee

Published in: BMC Endocrine Disorders | Issue 1/2022

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Abstract

Background

Reduced skeletal muscle has been suggested as a potential risk factor for type 2 diabetes mellitus (T2DM). Serum creatinine is the primary metabolite of creatine in skeletal muscle. Therefore, low serum creatinine levels may be associated with an increased risk of T2DM. We aimed to evaluate the association between serum creatinine levels and the risk of T2DM in Korea.

Methods

We analyzed a total of 264,832 nondiabetic adults older than 40 years of age who had undergone a national health examination at least once from 2009 to 2015 in the Korean National Health Insurance Service Cohort. Hazard ratios for T2DM were calculated.

Results

In men, serum creatinine levels and the risk for T2DM showed an inverse J-shaped association. This association was confirmed after adjustment for age, body mass index (BMI), systolic blood pressure (SBP), diastolic blood pressure (DBP), and fasting plasma glucose. In women, there was a trend that serum creatinine levels were inversely associated with the risk of T2DM among those with serum creatinine below 1.1 mg/dl. However, serum creatinine levels were not significantly associated with the risk of T2DM after adjustment for age, BMI, SBP, DBP, and fasting plasma glucose.

Conclusions

Reduced levels of serum creatinine were significantly associated with an increased risk of T2DM in men with creatinine below 1.20 mg/dl. There was a trend that decreased levels of serum creatinine were associated with an increased risk of T2DM among women with serum creatinine below 1.1 mg/dl, although this result was not statistically significant.
Literature
1.
go back to reference Zierath J, Krook A, Wallberg-Henriksson H. Insulin action and insulin resistance in human skeletal muscle. Diabetologia. 2000;43:821–35.CrossRef Zierath J, Krook A, Wallberg-Henriksson H. Insulin action and insulin resistance in human skeletal muscle. Diabetologia. 2000;43:821–35.CrossRef
2.
go back to reference Sinacore DR, Gulve EA. The role of skeletal muscle in glucose transport, glucose homeostasis, and insulin resistance: implications for physical therapy. Phys Ther. 1993;73:878–91.CrossRef Sinacore DR, Gulve EA. The role of skeletal muscle in glucose transport, glucose homeostasis, and insulin resistance: implications for physical therapy. Phys Ther. 1993;73:878–91.CrossRef
3.
go back to reference Srikanthan P, Hevener AL, Karlamangla AS. Sarcopenia exacerbates obesity-associated insulin resistance and dysglycemia: findings from the National Health and Nutrition Examination Survey III. PLoS One. 2010;5:e10805.CrossRef Srikanthan P, Hevener AL, Karlamangla AS. Sarcopenia exacerbates obesity-associated insulin resistance and dysglycemia: findings from the National Health and Nutrition Examination Survey III. PLoS One. 2010;5:e10805.CrossRef
4.
go back to reference Han SJ, Boyko EJ, Kim S-K, Fujimoto WY, Kahn SE, Leonetti DL. Association of thigh muscle mass with insulin resistance and incident type 2 diabetes mellitus in Japanese Americans. Diabetes Metab J. 2018;42:488–95.CrossRef Han SJ, Boyko EJ, Kim S-K, Fujimoto WY, Kahn SE, Leonetti DL. Association of thigh muscle mass with insulin resistance and incident type 2 diabetes mellitus in Japanese Americans. Diabetes Metab J. 2018;42:488–95.CrossRef
5.
go back to reference Moon SS. Low skeletal muscle mass is associated with insulin resistance, diabetes, and metabolic syndrome in the Korean population: the Korea National Health and Nutrition Examination Survey (KNHANES) 2009-2010. Endocr J. 2014;61(1):61-70. Moon SS. Low skeletal muscle mass is associated with insulin resistance, diabetes, and metabolic syndrome in the Korean population: the Korea National Health and Nutrition Examination Survey (KNHANES) 2009-2010. Endocr J. 2014;61(1):61-70.
6.
go back to reference Son JW, Lee SS, Kim SR, Yoo SJ, Cha BY, Son HY, et al. Low muscle mass and risk of type 2 diabetes in middle-aged and older adults: findings from the KoGES. Diabetologia. 2017;60:865–72.CrossRef Son JW, Lee SS, Kim SR, Yoo SJ, Cha BY, Son HY, et al. Low muscle mass and risk of type 2 diabetes in middle-aged and older adults: findings from the KoGES. Diabetologia. 2017;60:865–72.CrossRef
7.
go back to reference Schutte JE, Longhurst JC, Gaffney FA, Bastian BC, Blomqvist CG. Total plasma creatinine: an accurate measure of total striated muscle mass. J Appl Physiol Respir Environ Exerc Physiol. 1981;51:762–6.PubMed Schutte JE, Longhurst JC, Gaffney FA, Bastian BC, Blomqvist CG. Total plasma creatinine: an accurate measure of total striated muscle mass. J Appl Physiol Respir Environ Exerc Physiol. 1981;51:762–6.PubMed
8.
go back to reference Baxmann AC, Ahmed MS, Marques NC, Menon VB, Pereira AB, Kirsztajn GM, et al. Influence of muscle mass and physical activity on serum and urinary creatinine and serum cystatin C. Clin J Am Soc Nephrol. 2008;3:348–54.CrossRef Baxmann AC, Ahmed MS, Marques NC, Menon VB, Pereira AB, Kirsztajn GM, et al. Influence of muscle mass and physical activity on serum and urinary creatinine and serum cystatin C. Clin J Am Soc Nephrol. 2008;3:348–54.CrossRef
9.
go back to reference Bao X, Gu Y, Zhang Q, Liu L, Meng G, Wu H, et al. Low serum creatinine predicts risk for type 2 diabetes. Diabetes Metab Res Rev. 2018;34:e3011.CrossRef Bao X, Gu Y, Zhang Q, Liu L, Meng G, Wu H, et al. Low serum creatinine predicts risk for type 2 diabetes. Diabetes Metab Res Rev. 2018;34:e3011.CrossRef
10.
go back to reference Hjelmesæth J, Røislien J, Nordstrand N, Hofsø D, Hager H, Hartmann A. Low serum creatinine is associated with type 2 diabetes in morbidly obese women and men: a cross-sectional study. BMC Endocr Disord. 2010;10:6.CrossRef Hjelmesæth J, Røislien J, Nordstrand N, Hofsø D, Hager H, Hartmann A. Low serum creatinine is associated with type 2 diabetes in morbidly obese women and men: a cross-sectional study. BMC Endocr Disord. 2010;10:6.CrossRef
11.
go back to reference Moon JS, Lee JE, Yoon JS. Variation in serum creatinine level is correlated to risk of type 2 diabetes. Endocrinol Metab (Seoul). 2013;28:207–13.CrossRef Moon JS, Lee JE, Yoon JS. Variation in serum creatinine level is correlated to risk of type 2 diabetes. Endocrinol Metab (Seoul). 2013;28:207–13.CrossRef
12.
go back to reference Kong KA, Park J, Hong S-h, Hong YS, Sung Y-A, Lee H. Associations between body mass index and mortality or cardiovascular events in a general Korean population. PLoS One. 2017;12:e0185024.CrossRef Kong KA, Park J, Hong S-h, Hong YS, Sung Y-A, Lee H. Associations between body mass index and mortality or cardiovascular events in a general Korean population. PLoS One. 2017;12:e0185024.CrossRef
13.
go back to reference Kashima S, Inoue K, Matsumoto M, Akimoto K. Low serum creatinine is a type 2 diabetes risk factor in men and women: the Yuport Health Checkup Center cohort study. Diabetes Metab. 2017;43:460–4.CrossRef Kashima S, Inoue K, Matsumoto M, Akimoto K. Low serum creatinine is a type 2 diabetes risk factor in men and women: the Yuport Health Checkup Center cohort study. Diabetes Metab. 2017;43:460–4.CrossRef
14.
go back to reference Qin P, Lou Y, Cao L, Shi J, Tian G, Liu D, et al. Dose-response associations between serum creatinine and type 2 diabetes mellitus risk: a Chinese cohort study and meta-analysis of cohort studies. J Diabetes. 2020;12:594–604.CrossRef Qin P, Lou Y, Cao L, Shi J, Tian G, Liu D, et al. Dose-response associations between serum creatinine and type 2 diabetes mellitus risk: a Chinese cohort study and meta-analysis of cohort studies. J Diabetes. 2020;12:594–604.CrossRef
15.
go back to reference Hu H, Nakagawa T, Honda T, Yamamoto S, Okazaki H, Yamamoto M, et al. Low serum creatinine and risk of diabetes: the Japan epidemiology collaboration on occupational health study. J Diabetes Investig. 2019;10:1209–14.CrossRef Hu H, Nakagawa T, Honda T, Yamamoto S, Okazaki H, Yamamoto M, et al. Low serum creatinine and risk of diabetes: the Japan epidemiology collaboration on occupational health study. J Diabetes Investig. 2019;10:1209–14.CrossRef
16.
go back to reference Association AD. 2. Classification and diagnosis of diabetes: standards of medical care in diabetes—2020. Diabetes Care. 2020;43:S14–31.CrossRef Association AD. 2. Classification and diagnosis of diabetes: standards of medical care in diabetes—2020. Diabetes Care. 2020;43:S14–31.CrossRef
17.
go back to reference Harita N, Hayashi T, Sato KK, Nakamura Y, Yoneda T, Endo G, et al. Lower serum creatinine is a new risk factor of type 2 diabetes: the Kansai healthcare study. Diabetes Care. 2009;32:424–6.CrossRef Harita N, Hayashi T, Sato KK, Nakamura Y, Yoneda T, Endo G, et al. Lower serum creatinine is a new risk factor of type 2 diabetes: the Kansai healthcare study. Diabetes Care. 2009;32:424–6.CrossRef
18.
go back to reference Nayak BS, Butcher DM, Bujhawan S, Chang D, Chang S, Cabral-Samaroo D, et al. Association of low serum creatinine, abnormal lipid profile, gender, age and ethnicity with type 2 diabetes mellitus in Trinidad and Tobago. Diabetes Res Clin Pract. 2011;91:342–7.CrossRef Nayak BS, Butcher DM, Bujhawan S, Chang D, Chang S, Cabral-Samaroo D, et al. Association of low serum creatinine, abnormal lipid profile, gender, age and ethnicity with type 2 diabetes mellitus in Trinidad and Tobago. Diabetes Res Clin Pract. 2011;91:342–7.CrossRef
19.
go back to reference Lim S, Kim JH, Yoon JW, Kang SM, Choi SH, Park YJ, et al. Sarcopenic obesity: prevalence and association with metabolic syndrome in the Korean Longitudinal Study on Health and Aging (KLoSHA). Diabetes Care. 2010;33:1652–4.CrossRef Lim S, Kim JH, Yoon JW, Kang SM, Choi SH, Park YJ, et al. Sarcopenic obesity: prevalence and association with metabolic syndrome in the Korean Longitudinal Study on Health and Aging (KLoSHA). Diabetes Care. 2010;33:1652–4.CrossRef
20.
go back to reference Teros MTL, Alemán-Mateo H. Hyperinsulinemia is associated with the loss of appendicular skeletal muscle mass at 4.6 year follow-up in older men and women. Clin Nutr. 2015;34:931–6.CrossRef Teros MTL, Alemán-Mateo H. Hyperinsulinemia is associated with the loss of appendicular skeletal muscle mass at 4.6 year follow-up in older men and women. Clin Nutr. 2015;34:931–6.CrossRef
21.
go back to reference Srikanthan P, Karlamangla AS. Relative muscle mass is inversely associated with insulin resistance and prediabetes. Findings from the third National Health and Nutrition Examination Survey. J Clin Endocrinol Metab. 2011;96:2898–903.CrossRef Srikanthan P, Karlamangla AS. Relative muscle mass is inversely associated with insulin resistance and prediabetes. Findings from the third National Health and Nutrition Examination Survey. J Clin Endocrinol Metab. 2011;96:2898–903.CrossRef
22.
go back to reference Solerte SB, Gazzaruso C, Bonacasa R, Rondanelli M, Zamboni M, Basso C, et al. Nutritional supplements with oral amino acid mixtures increases whole-body lean mass and insulin sensitivity in elderly subjects with sarcopenia. Am J Cardiol. 2008;101:S69–77.CrossRef Solerte SB, Gazzaruso C, Bonacasa R, Rondanelli M, Zamboni M, Basso C, et al. Nutritional supplements with oral amino acid mixtures increases whole-body lean mass and insulin sensitivity in elderly subjects with sarcopenia. Am J Cardiol. 2008;101:S69–77.CrossRef
23.
go back to reference DeFronzo RA, Tripathy D. Skeletal muscle insulin resistance is the primary defect in type 2 diabetes. Diabetes Care. 2009;32:S157–S63.CrossRef DeFronzo RA, Tripathy D. Skeletal muscle insulin resistance is the primary defect in type 2 diabetes. Diabetes Care. 2009;32:S157–S63.CrossRef
24.
go back to reference Larsen BA, Wassel CL, Kritchevsky SB, Strotmeyer ES, Criqui MH, Kanaya AM, et al. Association of muscle mass, area, and strength with incident diabetes in older adults: the health ABC study. J Clin Endocrinol Metab. 2016;101:1847–55.CrossRef Larsen BA, Wassel CL, Kritchevsky SB, Strotmeyer ES, Criqui MH, Kanaya AM, et al. Association of muscle mass, area, and strength with incident diabetes in older adults: the health ABC study. J Clin Endocrinol Metab. 2016;101:1847–55.CrossRef
25.
go back to reference Pedersen BK, Febbraio MA. Muscles, exercise and obesity: skeletal muscle as a secretory organ. Nat Rev Endocrinol. 2012;8:457–65.CrossRef Pedersen BK, Febbraio MA. Muscles, exercise and obesity: skeletal muscle as a secretory organ. Nat Rev Endocrinol. 2012;8:457–65.CrossRef
26.
go back to reference Lee CG, Boyko EJ, Barrett-Connor E, Miljkovic I, Hoffman AR, Everson-Rose SA, et al. Insulin sensitizers may attenuate lean mass loss in older men with diabetes. Diabetes Care. 2011;34:2381–6.CrossRef Lee CG, Boyko EJ, Barrett-Connor E, Miljkovic I, Hoffman AR, Everson-Rose SA, et al. Insulin sensitizers may attenuate lean mass loss in older men with diabetes. Diabetes Care. 2011;34:2381–6.CrossRef
27.
go back to reference Umegaki H. Sarcopenia and diabetes: hyperglycemia is a risk factor for age-associated muscle mass and functional reduction. J Diabetes Investig. 2015;6:623–4.CrossRef Umegaki H. Sarcopenia and diabetes: hyperglycemia is a risk factor for age-associated muscle mass and functional reduction. J Diabetes Investig. 2015;6:623–4.CrossRef
28.
go back to reference Tonneijck L, Muskiet MH, Smits MM, Van Bommel EJ, Heerspink HJ, Van Raalte DH, et al. Glomerular hyperfiltration in diabetes: mechanisms, clinical significance, and treatment. J Am Soc Nephrol. 2017;28:1023–39.CrossRef Tonneijck L, Muskiet MH, Smits MM, Van Bommel EJ, Heerspink HJ, Van Raalte DH, et al. Glomerular hyperfiltration in diabetes: mechanisms, clinical significance, and treatment. J Am Soc Nephrol. 2017;28:1023–39.CrossRef
29.
go back to reference Rush EC, Freitas I, Plank LD. Body size, body composition and fat distribution: comparative analysis of European, Maori, Pacific Island and Asian Indian adults. Br J Nutr. 2009;102:632–41.CrossRef Rush EC, Freitas I, Plank LD. Body size, body composition and fat distribution: comparative analysis of European, Maori, Pacific Island and Asian Indian adults. Br J Nutr. 2009;102:632–41.CrossRef
30.
go back to reference Wang J, Thornton JC, Russell M, Burastero S, Heymsfield S, Pierson RN Jr. Asians have lower body mass index (BMI) but higher percent body fat than do whites: comparisons of anthropometric measurements. Am J Clin Nutr. 1994;60:23–8.CrossRef Wang J, Thornton JC, Russell M, Burastero S, Heymsfield S, Pierson RN Jr. Asians have lower body mass index (BMI) but higher percent body fat than do whites: comparisons of anthropometric measurements. Am J Clin Nutr. 1994;60:23–8.CrossRef
31.
go back to reference Huxley R, James W, Barzi F, Patel J, Lear S, Suriyawongpaisal P, et al. Ethnic comparisons of the cross-sectional relationships between measures of body size with diabetes and hypertension. Obes Rev. 2008;9:53–61.CrossRef Huxley R, James W, Barzi F, Patel J, Lear S, Suriyawongpaisal P, et al. Ethnic comparisons of the cross-sectional relationships between measures of body size with diabetes and hypertension. Obes Rev. 2008;9:53–61.CrossRef
Metadata
Title
Association of serum creatinine levels and risk of type 2 diabetes mellitus in Korea: a case control study
Authors
Do Kyeong Song
Young Sun Hong
Yeon-Ah Sung
Hyejin Lee
Publication date
01-12-2022
Publisher
BioMed Central
Published in
BMC Endocrine Disorders / Issue 1/2022
Electronic ISSN: 1472-6823
DOI
https://doi.org/10.1186/s12902-021-00915-2

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