Associations between prediagnostic blood glucose levels, diabetes, and glioma

Abstract Previous literature indicates that pre-diagnostic diabetes and blood glucose levels are inversely related to glioma risk. To replicate these findings and determine whether they could be attributed to excess glucose consumption by the preclinical tumour, we used data from the Apolipoprotein...

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Main Authors: Judith Schwartzbaum, Michael Edlinger, Victoria Zigmont, Pär Stattin, Grzegorz A. Rempala, Gabriele Nagel, Niklas Hammar, Hanno Ulmer, Bernhard Föger, Göran Walldius, Jonas Manjer, Håkan Malmström, Maria Feychting
Format: Article
Language:English
Published: Nature Portfolio 2017-05-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-017-01553-2
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author Judith Schwartzbaum
Michael Edlinger
Victoria Zigmont
Pär Stattin
Grzegorz A. Rempala
Gabriele Nagel
Niklas Hammar
Hanno Ulmer
Bernhard Föger
Göran Walldius
Jonas Manjer
Håkan Malmström
Maria Feychting
author_facet Judith Schwartzbaum
Michael Edlinger
Victoria Zigmont
Pär Stattin
Grzegorz A. Rempala
Gabriele Nagel
Niklas Hammar
Hanno Ulmer
Bernhard Föger
Göran Walldius
Jonas Manjer
Håkan Malmström
Maria Feychting
author_sort Judith Schwartzbaum
collection DOAJ
description Abstract Previous literature indicates that pre-diagnostic diabetes and blood glucose levels are inversely related to glioma risk. To replicate these findings and determine whether they could be attributed to excess glucose consumption by the preclinical tumour, we used data from the Apolipoprotein MOrtality RISk (AMORIS) (n = 528,580) and the Metabolic syndrome and Cancer project (Me-Can) cohorts (n = 269,365). We identified individuals who were followed for a maximum of 15 years after their first blood glucose test until glioma diagnosis, death, emigration or the end of follow-up. Hazard ratios (HRs), 95% confidence intervals (CIs) and their interactions with time were estimated using Cox time-dependent regression. As expected, pre-diagnostic blood glucose levels were inversely related to glioma risk (AMORIS, P trend = 0.002; Me-Can, P trend = 0.04) and pre-diagnostic diabetes (AMORIS, HR = 0.30, 95% CI 0.17 to 0.53). During the year before diagnosis, blood glucose was inversely associated with glioma in the AMORIS (HR = 0.78, 95% CI 0.66 to 0.93) but not the Me-Can cohort (HR = 0.99, 95% CI 0.63 to 1.56). This AMORIS result is consistent with our hypothesis that excess glucose consumption by the preclinical tumour accounts for the inverse association between blood glucose and glioma. We discuss additional hypothetical mechanisms that may explain our paradoxical findings.
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spelling doaj.art-f5bad9db859b4922934baf2ba57637002022-12-21T19:08:33ZengNature PortfolioScientific Reports2045-23222017-05-01711910.1038/s41598-017-01553-2Associations between prediagnostic blood glucose levels, diabetes, and gliomaJudith Schwartzbaum0Michael Edlinger1Victoria Zigmont2Pär Stattin3Grzegorz A. Rempala4Gabriele Nagel5Niklas Hammar6Hanno Ulmer7Bernhard Föger8Göran Walldius9Jonas Manjer10Håkan Malmström11Maria Feychting12Division of Epidemiology, College of Public Health, Ohio State UniversityDepartment of Medical Statistics, Informatics, and Health Economics, Medical UniversityDivision of Epidemiology, College of Public Health, Ohio State UniversityDepartment of Surgical and Perioperative Sciences, Urology and Andrology, Umeå UniversityDivision of Epidemiology, College of Public Health, Ohio State UniversityInstitute of Epidemiology and Medical Biometry, Ulm UniversityMedical Evidence & Observational Research, Global Medical Affairs, Astra Zeneca R&DDepartment of Medical Statistics, Informatics, and Health Economics, Medical UniversityAgency for Preventive and Social MedicineUnit of Cardiovascular Epidemiology, Institute of Environmental Medicine, Karolinska InstitutetDepartment of Surgery, Skåne University HospitalUnit of Epidemiology, Institute of Environmental Medicine, Karolinska InstitutetUnit of Epidemiology, Institute of Environmental Medicine, Karolinska InstitutetAbstract Previous literature indicates that pre-diagnostic diabetes and blood glucose levels are inversely related to glioma risk. To replicate these findings and determine whether they could be attributed to excess glucose consumption by the preclinical tumour, we used data from the Apolipoprotein MOrtality RISk (AMORIS) (n = 528,580) and the Metabolic syndrome and Cancer project (Me-Can) cohorts (n = 269,365). We identified individuals who were followed for a maximum of 15 years after their first blood glucose test until glioma diagnosis, death, emigration or the end of follow-up. Hazard ratios (HRs), 95% confidence intervals (CIs) and their interactions with time were estimated using Cox time-dependent regression. As expected, pre-diagnostic blood glucose levels were inversely related to glioma risk (AMORIS, P trend = 0.002; Me-Can, P trend = 0.04) and pre-diagnostic diabetes (AMORIS, HR = 0.30, 95% CI 0.17 to 0.53). During the year before diagnosis, blood glucose was inversely associated with glioma in the AMORIS (HR = 0.78, 95% CI 0.66 to 0.93) but not the Me-Can cohort (HR = 0.99, 95% CI 0.63 to 1.56). This AMORIS result is consistent with our hypothesis that excess glucose consumption by the preclinical tumour accounts for the inverse association between blood glucose and glioma. We discuss additional hypothetical mechanisms that may explain our paradoxical findings.https://doi.org/10.1038/s41598-017-01553-2
spellingShingle Judith Schwartzbaum
Michael Edlinger
Victoria Zigmont
Pär Stattin
Grzegorz A. Rempala
Gabriele Nagel
Niklas Hammar
Hanno Ulmer
Bernhard Föger
Göran Walldius
Jonas Manjer
Håkan Malmström
Maria Feychting
Associations between prediagnostic blood glucose levels, diabetes, and glioma
Scientific Reports
title Associations between prediagnostic blood glucose levels, diabetes, and glioma
title_full Associations between prediagnostic blood glucose levels, diabetes, and glioma
title_fullStr Associations between prediagnostic blood glucose levels, diabetes, and glioma
title_full_unstemmed Associations between prediagnostic blood glucose levels, diabetes, and glioma
title_short Associations between prediagnostic blood glucose levels, diabetes, and glioma
title_sort associations between prediagnostic blood glucose levels diabetes and glioma
url https://doi.org/10.1038/s41598-017-01553-2
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