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Published in: Diabetologia 6/2011

Open Access 01-06-2011 | Article

The association of early post-transplant glucose levels with long-term mortality

Authors: T. G. Valderhaug, J. Hjelmesæth, A. Hartmann, J. Røislien, H. A. Bergrem, T. Leivestad, P. D. Line, T. Jenssen

Published in: Diabetologia | Issue 6/2011

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Abstract

Aims/objective

We aimed to assess the long-term effects of post-transplant glycaemia on long-term survival after renal transplantation.

Methods

Study participants were 1,410 consecutive transplant recipients without known diabetes who underwent an OGTT 10 weeks post-transplant and were observed for a median of 6.7 years (range 0.3–13.8 years). The HRs adjusted for age, sex, traditional risk factors and transplant-related risk factors were estimated.

Results

Each 1 mmol/l increase in fasting plasma glucose (fPG) or 2 h plasma glucose (2hPG) was associated with 11% (95% CI −1%, 24%) and 5% (1%, 9%) increments in all-cause mortality risk and 19% (1%, 39%) and 6% (1%, 12%) increments in cardiovascular (CV) mortality risk, respectively. Including both fPG and 2hPG in the multi-adjusted model the HR for 2hPG remained unchanged, while the HR for fPG was attenuated (1.05 [1.00, 1.11] and 0.97 [0.84, 1.14]). Compared with recipients with normal glucose tolerance, patients with post-transplant diabetes mellitus had higher all-cause and CV mortality (1.54 [1.09, 2.17] and 1.80 [1.10, 2.96]), while patients with impaired glucose tolerance (IGT) had higher all-cause, but not CV mortality (1.39 [1.01, 1.91] and 1.04 [0.62, 1.74]). Conversely, impaired fasting glucose was not associated with increased all-cause or CV mortality (0.79 [0.52, 1.23] and 0.76 [0.39, 1.49]). Post-challenge hyperglycaemia predicted death from any cause and infectious disease in the multivariable analyses (1.49 [1.15, 1.95] and 1.91 [1.09, 3.33]).

Conclusions/interpretation

For predicting all-cause and CV mortality, 2hPG is superior to fPG after renal transplantation. Also, early post-transplant diabetes, IGT and post-challenge hyperglycaemia were significant predictors of death. Future studies should determine whether an OGTT helps identify renal transplant recipients at increased risk of premature death.
Literature
1.
go back to reference Briggs JD (2001) Causes of death after renal transplantation. Nephrol Dial Transplant 16:1545–1549PubMedCrossRef Briggs JD (2001) Causes of death after renal transplantation. Nephrol Dial Transplant 16:1545–1549PubMedCrossRef
2.
go back to reference Miller LW (2002) Cardiovascular toxicities of immunosuppressive agents. Am J Transplant 2:807–818PubMedCrossRef Miller LW (2002) Cardiovascular toxicities of immunosuppressive agents. Am J Transplant 2:807–818PubMedCrossRef
3.
go back to reference Kasiske BL, Chakkera HA, Roel J (2000) Explained and unexplained ischemic heart disease risk after renal transplantation. J Am Soc Nephrol 11:1735–1743PubMed Kasiske BL, Chakkera HA, Roel J (2000) Explained and unexplained ischemic heart disease risk after renal transplantation. J Am Soc Nephrol 11:1735–1743PubMed
4.
go back to reference Levitan EB, Song Y, Ford ES, Liu S (2004) Is nondiabetic hyperglycemia a risk factor for cardiovascular disease? A meta-analysis of prospective studies. Arch Intern Med 164:2147–2155PubMedCrossRef Levitan EB, Song Y, Ford ES, Liu S (2004) Is nondiabetic hyperglycemia a risk factor for cardiovascular disease? A meta-analysis of prospective studies. Arch Intern Med 164:2147–2155PubMedCrossRef
5.
go back to reference Stattin P, Bjor O, Ferrari P et al (2007) Prospective study of hyperglycemia and cancer risk. Diab Care 30:561–567CrossRef Stattin P, Bjor O, Ferrari P et al (2007) Prospective study of hyperglycemia and cancer risk. Diab Care 30:561–567CrossRef
6.
go back to reference deVegt F, Dekker JM, Ruhe HG et al (1999) Hyperglycaemia is associated with all-cause and cardiovascular mortality in the Hoorn population: the Hoorn Study. Diabetologia 42:926–931CrossRef deVegt F, Dekker JM, Ruhe HG et al (1999) Hyperglycaemia is associated with all-cause and cardiovascular mortality in the Hoorn population: the Hoorn Study. Diabetologia 42:926–931CrossRef
7.
go back to reference DECODE study group (1999) Glucose tolerance and mortality: comparison of WHO and American Diabetes Association diagnostic criteria. The DECODE study group. European Diabetes Epidemiology Group. Diabetes Epidemiology: Collaborative analysis Of Diagnostic criteria in Europe. Lancet 354:617–621CrossRef DECODE study group (1999) Glucose tolerance and mortality: comparison of WHO and American Diabetes Association diagnostic criteria. The DECODE study group. European Diabetes Epidemiology Group. Diabetes Epidemiology: Collaborative analysis Of Diagnostic criteria in Europe. Lancet 354:617–621CrossRef
8.
go back to reference Kasiske BL, Snyder JJ, Gilbertson D, Matas AJ (2003) Diabetes mellitus after kidney transplantation in the United States. Am J Transplant 3:178–185PubMedCrossRef Kasiske BL, Snyder JJ, Gilbertson D, Matas AJ (2003) Diabetes mellitus after kidney transplantation in the United States. Am J Transplant 3:178–185PubMedCrossRef
9.
go back to reference Revanur VK, Jardine AG, Kingsmore DB, Jaques BC, Hamilton DH, Jindal RM (2001) Influence of diabetes mellitus on patient and graft survival in recipients of kidney transplantation. Clin Transplant 15:89–94PubMedCrossRef Revanur VK, Jardine AG, Kingsmore DB, Jaques BC, Hamilton DH, Jindal RM (2001) Influence of diabetes mellitus on patient and graft survival in recipients of kidney transplantation. Clin Transplant 15:89–94PubMedCrossRef
10.
go back to reference Cosio FG, Pesavento TE, Kim S, Osei K, Henry M, Ferguson RM (2002) Patient survival after renal transplantation: IV. Impact of post-transplant diabetes. Kidney Int 62:1440–1446PubMedCrossRef Cosio FG, Pesavento TE, Kim S, Osei K, Henry M, Ferguson RM (2002) Patient survival after renal transplantation: IV. Impact of post-transplant diabetes. Kidney Int 62:1440–1446PubMedCrossRef
11.
go back to reference Hjelmesaeth J, Hartmann A, Leivestad T et al (2006) The impact of early-diagnosed new-onset post-transplantation diabetes mellitus on survival and major cardiac events. Kidney Int 69:588–595PubMedCrossRef Hjelmesaeth J, Hartmann A, Leivestad T et al (2006) The impact of early-diagnosed new-onset post-transplantation diabetes mellitus on survival and major cardiac events. Kidney Int 69:588–595PubMedCrossRef
12.
go back to reference Miles AM, Sumrani N, Horowitz R et al (1998) Diabetes mellitus after renal transplantation: as deleterious as non-transplant-associated diabetes? Transplantation 65:380–384PubMedCrossRef Miles AM, Sumrani N, Horowitz R et al (1998) Diabetes mellitus after renal transplantation: as deleterious as non-transplant-associated diabetes? Transplantation 65:380–384PubMedCrossRef
13.
go back to reference Valderhaug TG, Jenssen T, Hartmann A et al (2009) Fasting plasma glucose and glycosylated hemoglobin in the screening for diabetes mellitus after renal transplantation. Transplantation 88:429–434PubMedCrossRef Valderhaug TG, Jenssen T, Hartmann A et al (2009) Fasting plasma glucose and glycosylated hemoglobin in the screening for diabetes mellitus after renal transplantation. Transplantation 88:429–434PubMedCrossRef
14.
go back to reference DECODE study group (1999) Is fasting glucose sufficient to define diabetes? Epidemiological data from 20 European studies. The DECODE-study group. European Diabetes Epidemiology Group. Diabetes Epidemiology: Collaborative analysis of Diagnostic Criteria in Europe. Diabetologia 42:647–654CrossRef DECODE study group (1999) Is fasting glucose sufficient to define diabetes? Epidemiological data from 20 European studies. The DECODE-study group. European Diabetes Epidemiology Group. Diabetes Epidemiology: Collaborative analysis of Diagnostic Criteria in Europe. Diabetologia 42:647–654CrossRef
15.
go back to reference Hofso D, Jenssen T, Hager H, Roislien J, Hjelmesaeth J (2010) Fasting plasma glucose in the screening for type 2 diabetes in morbidly obese subjects. Obes Surg 20:302–307PubMedCrossRef Hofso D, Jenssen T, Hager H, Roislien J, Hjelmesaeth J (2010) Fasting plasma glucose in the screening for type 2 diabetes in morbidly obese subjects. Obes Surg 20:302–307PubMedCrossRef
16.
go back to reference Valderhaug TG, Hjelmesaeth J, Rollag H et al (2007) Reduced incidence of new-onset posttransplantation diabetes mellitus during the last decade. Transplantation 84:1125–1130PubMedCrossRef Valderhaug TG, Hjelmesaeth J, Rollag H et al (2007) Reduced incidence of new-onset posttransplantation diabetes mellitus during the last decade. Transplantation 84:1125–1130PubMedCrossRef
17.
go back to reference World Medical Association (2000) World Medical Association Declaration of Helsinki: ethical principles for medical research involving human subjects. JAMA 284:3043–3045CrossRef World Medical Association (2000) World Medical Association Declaration of Helsinki: ethical principles for medical research involving human subjects. JAMA 284:3043–3045CrossRef
18.
go back to reference Rustad P, Felding P, Franzson L et al (2004) The Nordic Reference Interval Project 2000: recommended reference intervals for 25 common biochemical properties. Scand J Clin Lab Invest 64:271–284PubMedCrossRef Rustad P, Felding P, Franzson L et al (2004) The Nordic Reference Interval Project 2000: recommended reference intervals for 25 common biochemical properties. Scand J Clin Lab Invest 64:271–284PubMedCrossRef
19.
go back to reference D’Orazio P, Burnett RW, Fogh-Andersen N et al (2006) Approved IFCC recommendation on reporting results for blood glucose: International Federation of Clinical Chemistry and Laboratory Medicine Scientific Division, Working Group on Selective Electrodes and Point-of-Care Testing (IFCC-SD-WG-SEPOCT). Clin Chem Lab Med 44:1486–1490PubMedCrossRef D’Orazio P, Burnett RW, Fogh-Andersen N et al (2006) Approved IFCC recommendation on reporting results for blood glucose: International Federation of Clinical Chemistry and Laboratory Medicine Scientific Division, Working Group on Selective Electrodes and Point-of-Care Testing (IFCC-SD-WG-SEPOCT). Clin Chem Lab Med 44:1486–1490PubMedCrossRef
20.
go back to reference American Diabetes Association (2010) Standards of Medical Care in Diabetes 2010. Diab Care 33:S11–S61CrossRef American Diabetes Association (2010) Standards of Medical Care in Diabetes 2010. Diab Care 33:S11–S61CrossRef
22.
go back to reference Svennevig JL, Bech J, Karlsen H, Amlie E, Olsen A (1995) From a registry to a clinical information system. Development of the Datacor system at the surgery department A, Rikshospitalet. Tidsskr Nor Laegeforen 115:1057–1059, article in NorwegianPubMed Svennevig JL, Bech J, Karlsen H, Amlie E, Olsen A (1995) From a registry to a clinical information system. Development of the Datacor system at the surgery department A, Rikshospitalet. Tidsskr Nor Laegeforen 115:1057–1059, article in NorwegianPubMed
23.
go back to reference Rollag H, Sagedal S, Kristiansen KI et al (2002) Cytomegalovirus DNA concentration in plasma predicts development of cytomegalovirus disease in kidney transplant recipients. Clin Microbiol Infect 8:431–434PubMedCrossRef Rollag H, Sagedal S, Kristiansen KI et al (2002) Cytomegalovirus DNA concentration in plasma predicts development of cytomegalovirus disease in kidney transplant recipients. Clin Microbiol Infect 8:431–434PubMedCrossRef
24.
go back to reference van Dijk PCW, Jager KJ, de Charro F et al (2001) Renal replacement therapy in Europe: the results of a collaborative effort by the ERA-EDTA registry and six national or regional registries. Nephrol Dial Transplant 16:1120–1129PubMedCrossRef van Dijk PCW, Jager KJ, de Charro F et al (2001) Renal replacement therapy in Europe: the results of a collaborative effort by the ERA-EDTA registry and six national or regional registries. Nephrol Dial Transplant 16:1120–1129PubMedCrossRef
25.
go back to reference Newgard CD, Haukoos JS (2007) Advanced statistics: missing data in clinical research—part 2: multiple imputation. Acad Emerg Med 14:669–678PubMed Newgard CD, Haukoos JS (2007) Advanced statistics: missing data in clinical research—part 2: multiple imputation. Acad Emerg Med 14:669–678PubMed
26.
go back to reference Royston P, Ambler G, Sauerbrei W (1999) The use of fractional polynomials to model continuous risk variables in epidemiology. Int J Epidemiol 28:964–974PubMedCrossRef Royston P, Ambler G, Sauerbrei W (1999) The use of fractional polynomials to model continuous risk variables in epidemiology. Int J Epidemiol 28:964–974PubMedCrossRef
27.
go back to reference Harrell FE Jr, Lee KL, Mark DB (1996) Multivariable prognostic models: issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors. Stat Med 15:361–387PubMedCrossRef Harrell FE Jr, Lee KL, Mark DB (1996) Multivariable prognostic models: issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors. Stat Med 15:361–387PubMedCrossRef
28.
go back to reference Pencina MJ, D’Agostino RB (2004) Overall C as a measure of discrimination in survival analysis: model specific population value and confidence interval estimation. Stat Med 23:2109–2123PubMedCrossRef Pencina MJ, D’Agostino RB (2004) Overall C as a measure of discrimination in survival analysis: model specific population value and confidence interval estimation. Stat Med 23:2109–2123PubMedCrossRef
29.
go back to reference Metter EJ, Windham BG, Maggio M et al (2008) Glucose and insulin measurements from the oral glucose tolerance test and mortality prediction. Diab Care 31:1026–1030CrossRef Metter EJ, Windham BG, Maggio M et al (2008) Glucose and insulin measurements from the oral glucose tolerance test and mortality prediction. Diab Care 31:1026–1030CrossRef
30.
go back to reference Barr EL, Boyko EJ, Zimmet PZ, Wolfe R, Tonkin AM, Shaw JE (2009) Continuous relationships between non-diabetic hyperglycaemia and both cardiovascular disease and all-cause mortality: the Australian Diabetes, Obesity, and Lifestyle (AusDiab) study. Diabetologia 52:415–424PubMedCrossRef Barr EL, Boyko EJ, Zimmet PZ, Wolfe R, Tonkin AM, Shaw JE (2009) Continuous relationships between non-diabetic hyperglycaemia and both cardiovascular disease and all-cause mortality: the Australian Diabetes, Obesity, and Lifestyle (AusDiab) study. Diabetologia 52:415–424PubMedCrossRef
31.
go back to reference Sarwar N, Gao P, Seshasai SR et al (2010) Diabetes mellitus, fasting blood glucose concentration, and risk of vascular disease: a collaborative meta-analysis of 102 prospective studies. Lancet 375:2215–2222PubMedCrossRef Sarwar N, Gao P, Seshasai SR et al (2010) Diabetes mellitus, fasting blood glucose concentration, and risk of vascular disease: a collaborative meta-analysis of 102 prospective studies. Lancet 375:2215–2222PubMedCrossRef
32.
go back to reference Nakagami T (2004) Hyperglycaemia and mortality from all causes and from cardiovascular disease in five populations of Asian origin. Diabetologia 47:385–394PubMedCrossRef Nakagami T (2004) Hyperglycaemia and mortality from all causes and from cardiovascular disease in five populations of Asian origin. Diabetologia 47:385–394PubMedCrossRef
33.
34.
go back to reference Barr EL, Zimmet PZ, Welborn TA et al (2007) Risk of cardiovascular and all-cause mortality in individuals with diabetes mellitus, impaired fasting glucose, and impaired glucose tolerance: the Australian Diabetes, Obesity, and Lifestyle Study (AusDiab). Circulation 116:151–157PubMedCrossRef Barr EL, Zimmet PZ, Welborn TA et al (2007) Risk of cardiovascular and all-cause mortality in individuals with diabetes mellitus, impaired fasting glucose, and impaired glucose tolerance: the Australian Diabetes, Obesity, and Lifestyle Study (AusDiab). Circulation 116:151–157PubMedCrossRef
36.
go back to reference Armstrong KA, Prins JB, Beller EM et al (2006) Should an oral glucose tolerance test be performed routinely in all renal transplant recipients? Clin J Am Soc Nephrol 1:100–108PubMedCrossRef Armstrong KA, Prins JB, Beller EM et al (2006) Should an oral glucose tolerance test be performed routinely in all renal transplant recipients? Clin J Am Soc Nephrol 1:100–108PubMedCrossRef
37.
go back to reference Bergrem HA, Valderhaug TG, Hartmann A et al (2010) Undiagnosed diabetes in kidney transplant candidates: a case-finding strategy. Clin J Am Soc Nephrol 5:616–622PubMedCrossRef Bergrem HA, Valderhaug TG, Hartmann A et al (2010) Undiagnosed diabetes in kidney transplant candidates: a case-finding strategy. Clin J Am Soc Nephrol 5:616–622PubMedCrossRef
38.
go back to reference Winkelmayer WC, Chandraker A (2008) Pottransplantation anemia: management and rationale. Clin J Am Soc Nephrol 3(Suppl 2):S49–S55PubMedCrossRef Winkelmayer WC, Chandraker A (2008) Pottransplantation anemia: management and rationale. Clin J Am Soc Nephrol 3(Suppl 2):S49–S55PubMedCrossRef
Metadata
Title
The association of early post-transplant glucose levels with long-term mortality
Authors
T. G. Valderhaug
J. Hjelmesæth
A. Hartmann
J. Røislien
H. A. Bergrem
T. Leivestad
P. D. Line
T. Jenssen
Publication date
01-06-2011
Publisher
Springer-Verlag
Published in
Diabetologia / Issue 6/2011
Print ISSN: 0012-186X
Electronic ISSN: 1432-0428
DOI
https://doi.org/10.1007/s00125-011-2105-9

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