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Published in: Cardiovascular Diabetology 1/2017

Open Access 01-12-2017 | Original investigation

Changes in proteinuria and the risk of myocardial infarction in people with diabetes or pre-diabetes: a prospective cohort study

Authors: Anxin Wang, Yang Sun, Xiaoxue Liu, Zhaoping Su, Junjuan Li, Yanxia Luo, Shuohua Chen, Jianli Wang, Xia Li, Zhan Zhao, Huiping Zhu, Shouling Wu, Xiuhua Guo

Published in: Cardiovascular Diabetology | Issue 1/2017

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Abstract

Background

The relationship between changes in proteinuria and myocardial infarction (MI) remains unclear in people with diabetes or pre-diabetes. We aimed to evaluate the predictive value and independent role of changes in proteinuria over a 2-year period in the incidence of MI in people with diabetes or pre-diabetes.

Methods

Based on the baseline and 2-year dipstick screening results from the Kailuan prospective cohort study, participants were divided into four categories: no proteinuria, remittent proteinuria, incident proteinuria, and persistent proteinuria. Four multivariable Cox proportional hazard models were built to adjust for the effects of different confounding covariates.

Results

Among the 17,625 participants in this study, there were a total of 238 incidents of MI during a median follow-up of 6.69 years. After adjusting for demography factors and laboratory indices, the association between persistent proteinuria and MI incidence was maintained (hazard ratio [HR] 2.50, 95% confidence interval [CI] 1.48–4.22). Every decrease of proteinuria from 2006 to 2008 was observed to be responsible for a 21% decline of MI incidence (HR 0.79, 95% CI 0.68–0.90). The interaction between changes in proteinuria and diabetes was confirmed with no effect on MI (P = 0.3371).

Conclusions

Persistent proteinuria is an independent risk factor for MI incidence in the pre-diabetic and diabetic population. These findings may help clinicians to interpret proteinuria changes in the outpatient setting and provide possible preventive approaches for people with pre-diabetes or diabetes.
Appendix
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Literature
1.
go back to reference Soriano LC, Johansson S, Stefansson B, Rodríguez LAG. Cardiovascular events and all-cause mortality in a cohort of 57,946 patients with type 2 diabetes: associations with renal function and cardiovascular risk factors. Cardiovasc Diabetol. 2015;14:38.CrossRef Soriano LC, Johansson S, Stefansson B, Rodríguez LAG. Cardiovascular events and all-cause mortality in a cohort of 57,946 patients with type 2 diabetes: associations with renal function and cardiovascular risk factors. Cardiovasc Diabetol. 2015;14:38.CrossRef
2.
go back to reference Srinivasan MP, Kamath PK, Bhat NM, Pai ND, Manjrekar PA, Mahabala C. Factors associated with no apparent coronary artery disease in patients with type 2 diabetes mellitus for more than 10 years of duration: a case control study. Cardiovasc Diabetol. 2015;14:146.CrossRefPubMedPubMedCentral Srinivasan MP, Kamath PK, Bhat NM, Pai ND, Manjrekar PA, Mahabala C. Factors associated with no apparent coronary artery disease in patients with type 2 diabetes mellitus for more than 10 years of duration: a case control study. Cardiovasc Diabetol. 2015;14:146.CrossRefPubMedPubMedCentral
3.
go back to reference Chang SH, Tsai CT, Yen AM, Lei MH, Chen HH, Tseng CD. Proteinuria and reduced estimated glomerular filtration rate independently predict risk for acute myocardial infarction: findings from a population-based study in Keelung, Taiwan. Zhonghua Minguo Xin Zang Xue Hui Za Zhi. 2015;31(2):106–12. Chang SH, Tsai CT, Yen AM, Lei MH, Chen HH, Tseng CD. Proteinuria and reduced estimated glomerular filtration rate independently predict risk for acute myocardial infarction: findings from a population-based study in Keelung, Taiwan. Zhonghua Minguo Xin Zang Xue Hui Za Zhi. 2015;31(2):106–12.
4.
go back to reference Lim CC, Teo BW, Ong PG, Cheung CY, Lim SC, Chow KY, Meng CC, Lee J, Tai ES, Wong TY. Chronic kidney disease, cardiovascular disease and mortality: a prospective cohort study in a multi-ethnic Asian population. Eur J Prev Cardiol. 2015;22(8):1018–26.CrossRefPubMed Lim CC, Teo BW, Ong PG, Cheung CY, Lim SC, Chow KY, Meng CC, Lee J, Tai ES, Wong TY. Chronic kidney disease, cardiovascular disease and mortality: a prospective cohort study in a multi-ethnic Asian population. Eur J Prev Cardiol. 2015;22(8):1018–26.CrossRefPubMed
5.
go back to reference Monseu M, Gand E, Saulnier PJ, Ragot S, Piguel X, Zaoui P, Rigalleau V, Marechaud R, Roussel R, Hadjadj S. Acute kidney injury predicts major adverse outcomes in diabetes: synergic impact with low glomerular filtration rate and albuminuria. Diabetes Care. 2015;38(12):2333–40.CrossRefPubMed Monseu M, Gand E, Saulnier PJ, Ragot S, Piguel X, Zaoui P, Rigalleau V, Marechaud R, Roussel R, Hadjadj S. Acute kidney injury predicts major adverse outcomes in diabetes: synergic impact with low glomerular filtration rate and albuminuria. Diabetes Care. 2015;38(12):2333–40.CrossRefPubMed
6.
go back to reference Ritte R, Luke J, Nelson C, Brown A, O’Dea K, Jenkins A, Best JD, Mcdermott R, Daniel M, Rowley K. Clinical outcomes associated with albuminuria in central Australia: a cohort study. BMC Nephrol. 2016;17:113.CrossRefPubMedPubMedCentral Ritte R, Luke J, Nelson C, Brown A, O’Dea K, Jenkins A, Best JD, Mcdermott R, Daniel M, Rowley K. Clinical outcomes associated with albuminuria in central Australia: a cohort study. BMC Nephrol. 2016;17:113.CrossRefPubMedPubMedCentral
7.
go back to reference Åkerblom A, Clare RM, Lokhnygina Y, Wallentin L, Held C, Van de Werf F, Moliterno DJ, Patel UD, Leonardi S, Armstrong PW. Albuminuria and cardiovascular events in patients with acute coronary syndromes: results from the TRACER trial. Am Heart J. 2016;178:1–8.CrossRefPubMed Åkerblom A, Clare RM, Lokhnygina Y, Wallentin L, Held C, Van de Werf F, Moliterno DJ, Patel UD, Leonardi S, Armstrong PW. Albuminuria and cardiovascular events in patients with acute coronary syndromes: results from the TRACER trial. Am Heart J. 2016;178:1–8.CrossRefPubMed
8.
go back to reference Nagata M, Ninomiya T, Kiyohara Y, Murakami Y, Irie F, Sairenchi T, Miura K, Okamura T, Ueshima H. Group E-JR. Prediction of cardiovascular disease mortality by proteinuria and reduced kidney function: pooled analysis of 39,000 individuals from 7 cohort studies in Japan. Am J Epidemiol. 2013;178(1):1–11.CrossRefPubMed Nagata M, Ninomiya T, Kiyohara Y, Murakami Y, Irie F, Sairenchi T, Miura K, Okamura T, Ueshima H. Group E-JR. Prediction of cardiovascular disease mortality by proteinuria and reduced kidney function: pooled analysis of 39,000 individuals from 7 cohort studies in Japan. Am J Epidemiol. 2013;178(1):1–11.CrossRefPubMed
9.
go back to reference Hemmelgarn BR, Manns BJ, Lloyd A, James MT, Klarenbach S, Quinn RR, Wiebe N, Tonelli M. Relation between kidney function, proteinuria, and adverse outcomes. JAMA. 2010;303(5):423–9.CrossRefPubMed Hemmelgarn BR, Manns BJ, Lloyd A, James MT, Klarenbach S, Quinn RR, Wiebe N, Tonelli M. Relation between kidney function, proteinuria, and adverse outcomes. JAMA. 2010;303(5):423–9.CrossRefPubMed
10.
go back to reference Bouchi R, Ohara N, Asakawa M, Nakano Y, Takeuchi T, Murakami M, Sasahara Y, Numasawa M, Minami I, Izumiyama H. Is visceral adiposity a modifier for the impact of blood pressure on arterial stiffness and albuminuria in patients with type 2 diabetes? Cardiovasc Diabetol. 2016;15(1):1–8.CrossRef Bouchi R, Ohara N, Asakawa M, Nakano Y, Takeuchi T, Murakami M, Sasahara Y, Numasawa M, Minami I, Izumiyama H. Is visceral adiposity a modifier for the impact of blood pressure on arterial stiffness and albuminuria in patients with type 2 diabetes? Cardiovasc Diabetol. 2016;15(1):1–8.CrossRef
11.
go back to reference Yong P, Hua W, Fei C, Huang FY, Xia TL, Liao YB, Hua C, Wang PJ, Zuo ZL, Wei L. The influence of body composition on renal function in patients with coronary artery disease and its prognostic significance: a retrospective cohort study. Cardiovasc Diabetol. 2016;15:106.CrossRef Yong P, Hua W, Fei C, Huang FY, Xia TL, Liao YB, Hua C, Wang PJ, Zuo ZL, Wei L. The influence of body composition on renal function in patients with coronary artery disease and its prognostic significance: a retrospective cohort study. Cardiovasc Diabetol. 2016;15:106.CrossRef
12.
go back to reference Imai E, Ito S, Haneda M, Harada A, Kobayashi F, Yamasaki T, Makino H, Chan JCN. Effects of blood pressure on renal and cardiovascular outcomes in Asian patients with type 2 diabetes and overt nephropathy: a post hoc analysis (ORIENT-blood pressure). Nephrol Dial Transplant. 2016;31(3):447–54.CrossRefPubMed Imai E, Ito S, Haneda M, Harada A, Kobayashi F, Yamasaki T, Makino H, Chan JCN. Effects of blood pressure on renal and cardiovascular outcomes in Asian patients with type 2 diabetes and overt nephropathy: a post hoc analysis (ORIENT-blood pressure). Nephrol Dial Transplant. 2016;31(3):447–54.CrossRefPubMed
13.
go back to reference Qiu M, Shen W, Song X, Ju L, Tong W, Wang H, Zheng S, Jin Y, Wu Y, Wang W, Tian J. Effects of prediabetes mellitus alone or plus hypertension on subsequent occurrence of cardiovascular disease and diabetes mellitus: longitudinal study. Hypertension. 2015;65(3):525–30.CrossRefPubMed Qiu M, Shen W, Song X, Ju L, Tong W, Wang H, Zheng S, Jin Y, Wu Y, Wang W, Tian J. Effects of prediabetes mellitus alone or plus hypertension on subsequent occurrence of cardiovascular disease and diabetes mellitus: longitudinal study. Hypertension. 2015;65(3):525–30.CrossRefPubMed
14.
go back to reference Global Burden of Metabolic Risk Factors for Chronic Diseases C. Cardiovascular disease, chronic kidney disease, and diabetes mortality burden of cardiometabolic risk factors from 1980 to 2010: a comparative risk assessment. Lancet Diabetes Endocrinol. 2014;2(8):634–47.CrossRef Global Burden of Metabolic Risk Factors for Chronic Diseases C. Cardiovascular disease, chronic kidney disease, and diabetes mortality burden of cardiometabolic risk factors from 1980 to 2010: a comparative risk assessment. Lancet Diabetes Endocrinol. 2014;2(8):634–47.CrossRef
15.
go back to reference Wang A, Wu J, Zhou Y, Guo X, Luo Y, Wu S, Zhao X. Measures of adiposity and risk of stroke in China: a result from the Kailuan study. PLoS ONE. 2013;8(4):e61665.CrossRefPubMedPubMedCentral Wang A, Wu J, Zhou Y, Guo X, Luo Y, Wu S, Zhao X. Measures of adiposity and risk of stroke in China: a result from the Kailuan study. PLoS ONE. 2013;8(4):e61665.CrossRefPubMedPubMedCentral
17.
go back to reference Levey AS, Stevens LA, Schmid CH, Zhang YL, Rd CA, Feldman HI, Kusek JW, Eggers P, Van LF, Greene T. A new equation to estimate glomerular filtration rate. Ann Intern Med. 2009;150(9):604–12.CrossRefPubMedPubMedCentral Levey AS, Stevens LA, Schmid CH, Zhang YL, Rd CA, Feldman HI, Kusek JW, Eggers P, Van LF, Greene T. A new equation to estimate glomerular filtration rate. Ann Intern Med. 2009;150(9):604–12.CrossRefPubMedPubMedCentral
18.
go back to reference Li Z, Wang A, Cai J, Gao X, Zhou Y, Luo Y, Wu S, Zhao X. Impact of proteinuria and glomerular filtration rate on risk of ischaemic and intracerebral hemorrhagic stroke: a result from the Kailuan study. Eur J Neurol. 2015;22(2):355–60.CrossRefPubMed Li Z, Wang A, Cai J, Gao X, Zhou Y, Luo Y, Wu S, Zhao X. Impact of proteinuria and glomerular filtration rate on risk of ischaemic and intracerebral hemorrhagic stroke: a result from the Kailuan study. Eur J Neurol. 2015;22(2):355–60.CrossRefPubMed
19.
go back to reference American Diabetes Association. Diagnosis and classification of diabetes mellitus. Diabetes Care. 2012;35(suppl 1):64–71.CrossRef American Diabetes Association. Diagnosis and classification of diabetes mellitus. Diabetes Care. 2012;35(suppl 1):64–71.CrossRef
20.
go back to reference Levey A, Coresh J, Balk E, Kausz A, Levin A, Steffes M, Hogg R, Perrone R, Lau J, Eknoya G. Clinical guidelines national kidney foundation practice guidelines for chronic kidney disease: evaluation, classificaiton, and stratification. Ann Intern Med. 2003;139(7):605. Levey A, Coresh J, Balk E, Kausz A, Levin A, Steffes M, Hogg R, Perrone R, Lau J, Eknoya G. Clinical guidelines national kidney foundation practice guidelines for chronic kidney disease: evaluation, classificaiton, and stratification. Ann Intern Med. 2003;139(7):605.
21.
go back to reference Levin A, Stevens PE. Summary of KDIGO 2012 CKD guideline: behind the scenes, need for guidance, and a framework for moving forward. Kidney Int. 2014;85(1):49–61.CrossRefPubMed Levin A, Stevens PE. Summary of KDIGO 2012 CKD guideline: behind the scenes, need for guidance, and a framework for moving forward. Kidney Int. 2014;85(1):49–61.CrossRefPubMed
22.
go back to reference Sato H, Konta T, Ichikawa K, Suzuki N, Kabasawa A, Suzuki K, Hirayama A, Shibata Y, Watanabe T, Kato T, Ueno Y, Kayama T, Kubota I. Comparison of the predictive ability of albuminuria and dipstick proteinuria for mortality in the Japanese population: the Yamagata (Takahata) study. Clin Exp Nephrol. 2016;20(4):611–7.CrossRefPubMed Sato H, Konta T, Ichikawa K, Suzuki N, Kabasawa A, Suzuki K, Hirayama A, Shibata Y, Watanabe T, Kato T, Ueno Y, Kayama T, Kubota I. Comparison of the predictive ability of albuminuria and dipstick proteinuria for mortality in the Japanese population: the Yamagata (Takahata) study. Clin Exp Nephrol. 2016;20(4):611–7.CrossRefPubMed
23.
go back to reference Thomas MC. The assessment and management of albuminuria in primary care. Diabetes Res Clin Pract. 2008;80(1):83–8.CrossRefPubMed Thomas MC. The assessment and management of albuminuria in primary care. Diabetes Res Clin Pract. 2008;80(1):83–8.CrossRefPubMed
24.
go back to reference White SL, Yu R, Craig JC, Polkinghorne KR, Atkins RC, Chadban SJ. Diagnostic accuracy of urine dipsticks for detection of albuminuria in the general community. Am J Kidney Dis. 2011;58(1):19–28.CrossRefPubMed White SL, Yu R, Craig JC, Polkinghorne KR, Atkins RC, Chadban SJ. Diagnostic accuracy of urine dipsticks for detection of albuminuria in the general community. Am J Kidney Dis. 2011;58(1):19–28.CrossRefPubMed
25.
go back to reference Jeon HJ, Kim CT, An JN, Lee H, Kim H, Park SK, Joo KW, Lim CS, Jung IM, Ahn C, Kim YS, Kim YH, Lee JP. Time-varying maximal proteinuria correlates with adverse cardiovascular events and graft failure in kidney transplant recipients. Nephrology (Carlton). 2015;20(12):945–51.CrossRefPubMed Jeon HJ, Kim CT, An JN, Lee H, Kim H, Park SK, Joo KW, Lim CS, Jung IM, Ahn C, Kim YS, Kim YH, Lee JP. Time-varying maximal proteinuria correlates with adverse cardiovascular events and graft failure in kidney transplant recipients. Nephrology (Carlton). 2015;20(12):945–51.CrossRefPubMed
26.
go back to reference Konno S, Munakata M. Moderately increased albuminuria is an independent risk factor of cardiovascular events in the general Japanese population under 75 years of age: the Watari study. PLoS ONE. 2015;10(4):e0123893.CrossRefPubMedPubMedCentral Konno S, Munakata M. Moderately increased albuminuria is an independent risk factor of cardiovascular events in the general Japanese population under 75 years of age: the Watari study. PLoS ONE. 2015;10(4):e0123893.CrossRefPubMedPubMedCentral
27.
go back to reference Schmieder RE, Mann JF, Schumacher H, Gao P, Mancia G, Weber MA, McQueen M, Koon T, Yusuf S, Investigators O. Changes in albuminuria predict mortality and morbidity in patients with vascular disease. J Am Soc Nephrol. 2011;22(7):1353–64.CrossRefPubMedPubMedCentral Schmieder RE, Mann JF, Schumacher H, Gao P, Mancia G, Weber MA, McQueen M, Koon T, Yusuf S, Investigators O. Changes in albuminuria predict mortality and morbidity in patients with vascular disease. J Am Soc Nephrol. 2011;22(7):1353–64.CrossRefPubMedPubMedCentral
28.
go back to reference Pesola GR, Argos M, Chen Y, Parvez F, Ahmed A, Hasan R, Rakibuz-Zaman M, Islam T, Eunus M, Sarwar G, Chinchilli VM, Neugut AI, Ahsan H. Dipstick proteinuria as a predictor of all-cause and cardiovascular disease mortality in Bangladesh: a prospective cohort study. Prev Med. 2015;78:72–7.CrossRefPubMedPubMedCentral Pesola GR, Argos M, Chen Y, Parvez F, Ahmed A, Hasan R, Rakibuz-Zaman M, Islam T, Eunus M, Sarwar G, Chinchilli VM, Neugut AI, Ahsan H. Dipstick proteinuria as a predictor of all-cause and cardiovascular disease mortality in Bangladesh: a prospective cohort study. Prev Med. 2015;78:72–7.CrossRefPubMedPubMedCentral
29.
go back to reference Savarese G, Dei Cas A, Rosano G, D’Amore C, Musella F, Mosca S, Reiner MF, Marchioli R, Trimarco B, Perrone-Filardi P. Reduction of albumin urinary excretion is associated with reduced cardiovascular events in hypertensive and/or diabetic patients. A meta-regression analysis of 32 randomized trials. Int J Cardiol. 2014;172(2):403–10.CrossRefPubMed Savarese G, Dei Cas A, Rosano G, D’Amore C, Musella F, Mosca S, Reiner MF, Marchioli R, Trimarco B, Perrone-Filardi P. Reduction of albumin urinary excretion is associated with reduced cardiovascular events in hypertensive and/or diabetic patients. A meta-regression analysis of 32 randomized trials. Int J Cardiol. 2014;172(2):403–10.CrossRefPubMed
30.
go back to reference Turin TC, James M, Ravani P, Tonelli M, Manns BJ, Quinn R, Jun M, Klarenbach S, Hemmelgarn BR. Proteinuria and rate of change in kidney function in a community-based population. J Am Soc Nephrol. 2013;24(10):1661–7.CrossRefPubMedPubMedCentral Turin TC, James M, Ravani P, Tonelli M, Manns BJ, Quinn R, Jun M, Klarenbach S, Hemmelgarn BR. Proteinuria and rate of change in kidney function in a community-based population. J Am Soc Nephrol. 2013;24(10):1661–7.CrossRefPubMedPubMedCentral
31.
go back to reference Koop K, Eikmans M, Wehland M, Baelde H, Ijpelaar D, Kreutz R, Kawachi H, Kerjaschki D, De HE, Bruijn JA. Selective loss of podoplanin protein expression accompanies proteinuria and precedes alterations in podocyte morphology in a spontaneous proteinuric rat model. Am J Pathol. 2008;173(2):315–26.CrossRefPubMedPubMedCentral Koop K, Eikmans M, Wehland M, Baelde H, Ijpelaar D, Kreutz R, Kawachi H, Kerjaschki D, De HE, Bruijn JA. Selective loss of podoplanin protein expression accompanies proteinuria and precedes alterations in podocyte morphology in a spontaneous proteinuric rat model. Am J Pathol. 2008;173(2):315–26.CrossRefPubMedPubMedCentral
32.
go back to reference Yang L, Brozovic S, Xu J, Long Y, Kralik PM, Waigel S, Zacharias W, Zheng S, Epstein PN. Inflammatory gene expression in OVE26 diabetic kidney during the development of nephropathy. Nephron Exp Nephrol. 2011;119(1):8–20.CrossRef Yang L, Brozovic S, Xu J, Long Y, Kralik PM, Waigel S, Zacharias W, Zheng S, Epstein PN. Inflammatory gene expression in OVE26 diabetic kidney during the development of nephropathy. Nephron Exp Nephrol. 2011;119(1):8–20.CrossRef
33.
go back to reference Afghahi H, Miftaraj M, Svensson AM, Hadimeri H, Gudbjornsdottir S, Eliasson B, Svensson MK, Swedish National Diabetes R. Ongoing treatment with renin-angiotensin-aldosterone-blocking agents does not predict normoalbuminuric renal impairment in a general type 2 diabetes population. J Diabetes Complicat. 2013;27(3):229–34.CrossRefPubMed Afghahi H, Miftaraj M, Svensson AM, Hadimeri H, Gudbjornsdottir S, Eliasson B, Svensson MK, Swedish National Diabetes R. Ongoing treatment with renin-angiotensin-aldosterone-blocking agents does not predict normoalbuminuric renal impairment in a general type 2 diabetes population. J Diabetes Complicat. 2013;27(3):229–34.CrossRefPubMed
34.
go back to reference Mochizuki Y, Tanaka H, Matsumoto K, Sano H, Toki H, Shimoura H, Ooka J, Sawa T, Motoji Y, Ryo K. Clinical features of subclinical left ventricular systolic dysfunction in patients with diabetes mellitus. Cardiovasc Diabetol. 2015;14:37.CrossRefPubMedPubMedCentral Mochizuki Y, Tanaka H, Matsumoto K, Sano H, Toki H, Shimoura H, Ooka J, Sawa T, Motoji Y, Ryo K. Clinical features of subclinical left ventricular systolic dysfunction in patients with diabetes mellitus. Cardiovasc Diabetol. 2015;14:37.CrossRefPubMedPubMedCentral
35.
go back to reference Katz DH, Burns JA, Aguilar FG, Beussink L, Shah SJ. Albuminuria is independently associated with cardiac remodeling, abnormal right and left ventricular function, and worse outcomes in heart failure with preserved ejection fraction. JACC Heart Fail. 2014;2(6):586–96.CrossRefPubMedPubMedCentral Katz DH, Burns JA, Aguilar FG, Beussink L, Shah SJ. Albuminuria is independently associated with cardiac remodeling, abnormal right and left ventricular function, and worse outcomes in heart failure with preserved ejection fraction. JACC Heart Fail. 2014;2(6):586–96.CrossRefPubMedPubMedCentral
Metadata
Title
Changes in proteinuria and the risk of myocardial infarction in people with diabetes or pre-diabetes: a prospective cohort study
Authors
Anxin Wang
Yang Sun
Xiaoxue Liu
Zhaoping Su
Junjuan Li
Yanxia Luo
Shuohua Chen
Jianli Wang
Xia Li
Zhan Zhao
Huiping Zhu
Shouling Wu
Xiuhua Guo
Publication date
01-12-2017
Publisher
BioMed Central
Published in
Cardiovascular Diabetology / Issue 1/2017
Electronic ISSN: 1475-2840
DOI
https://doi.org/10.1186/s12933-017-0586-7

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