1
|
Veugen MGJ, Onete VG, Henry RMA, Brunner-La Rocca HP, Koster A, Dagnelie PC, Schaper NC, Sep SJS, van der Kallen CJH, van Boxtel MPJ, Reesink KD, Schouten JS, Savelberg HHCM, Köhler S, Verhey FR, van den Bergh JPW, Schram MT, Stehouwer CDA. Health burden in type 2 diabetes and prediabetes in The Maastricht Study. Sci Rep 2022; 12:7337. [PMID: 35513556 PMCID: PMC9072328 DOI: 10.1038/s41598-022-11136-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Accepted: 04/19/2022] [Indexed: 12/02/2022] Open
Abstract
Mortality in type 2 diabetes, is determined not only by classical complications, but also by comorbidities, and is linked to hyperglycaemia and apparent even in prediabetes. We aimed to comprehensively investigate, in a population-based cohort, health burden defined as the presence of comorbidities in addition to classical complications and cardiometabolic risk factors, in not only type 2 diabetes but also prediabetes. Such population-based study has not been performed previously. Extensive phenotyping was performed in 3,410 participants of the population-based Maastricht Study (15.0% prediabetes and 28.6% type 2 diabetes) to assess presence of 17 comorbidities, six classical complications, and ten cardiometabolic risk factors. These were added up into individual and combined sum scores and categorized. Group differences were studied with multinomial regression analyses adjusted for age and sex. Individuals with type 2 diabetes and prediabetes, as compared to normal glucose metabolism (NGM), had greater comorbidities, classical complications, cardiometabolic risk factors and combined sum scores (comorbidities sum score ≥ 3: frequencies (95% CI) 61.5% (57.6;65.4) and 41.2% (36.5;45.9) vs. 25.4% (23.5;27.4), p-trend < 0.001; classical complications ≥ 2 (26.6% (23.1;30.1; P < 0.001 vs. NGM) and 10.1% (7.8;12.7; P = 0.065 vs NGM) vs. 8.0% (6.9;9.3)); cardiometabolic risk factors ≥ 6 (39.7% (35.9;43.4) and 28.5% (24.5;32.6) vs. 14.0% (12.5;15.6); p-trend < 0.001); combined ≥ 8 (66.6% (62.7;70.5) and 48.4% (43.7;53.1) vs. 26.0%(24.1;28.0), p-trend < 0.001). Type 2 diabetes and prediabetes health burden was comparable to respectively 32 and 14 years of ageing. Our population-based study shows, independently of age and sex, a considerable health burden in both type 2 diabetes and prediabetes, which to a substantial extent can be attributed to comorbidities in addition to classical complications and cardiometabolic risk factors. Our findings emphasize the necessity of comorbidities' awareness in (pre)diabetes and for determining the exact role of hyperglycaemia in the occurrence of comorbidities.
Collapse
Affiliation(s)
- Marja G J Veugen
- Department of Internal Medicine, Maastricht University Medical Centre +, P. Debyelaan 25, P.O. Box 5800, 6202AZ, Maastricht, The Netherlands.
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands.
| | - Veronica G Onete
- Department of Internal Medicine, Maastricht University Medical Centre +, P. Debyelaan 25, P.O. Box 5800, 6202AZ, Maastricht, The Netherlands
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
| | - Ronald M A Henry
- Department of Internal Medicine, Maastricht University Medical Centre +, P. Debyelaan 25, P.O. Box 5800, 6202AZ, Maastricht, The Netherlands
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
- Heart and Vascular Centre, Maastricht University Medical Centre +, Maastricht, The Netherlands
| | - Hans-Peter Brunner-La Rocca
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
- Department of Cardiology, Maastricht University Medical Centre +, Maastricht, the Netherlands
| | - Annemarie Koster
- CAPHRI Care and Public Health Research Institute, Maastricht University, Maastricht, The Netherlands
- Department of Social Medicine, Maastricht University, Maastricht, The Netherlands
| | - Pieter C Dagnelie
- Department of Internal Medicine, Maastricht University Medical Centre +, P. Debyelaan 25, P.O. Box 5800, 6202AZ, Maastricht, The Netherlands
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
| | - Nicolaas C Schaper
- Department of Internal Medicine, Maastricht University Medical Centre +, P. Debyelaan 25, P.O. Box 5800, 6202AZ, Maastricht, The Netherlands
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
- CAPHRI Care and Public Health Research Institute, Maastricht University, Maastricht, The Netherlands
| | - Simone J S Sep
- Department of Internal Medicine, Maastricht University Medical Centre +, P. Debyelaan 25, P.O. Box 5800, 6202AZ, Maastricht, The Netherlands
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
- Adelante, Centre of Expertise in Rehabilitation and Audiology, Hoensbroek, The Netherlands
| | - Carla J H van der Kallen
- Department of Internal Medicine, Maastricht University Medical Centre +, P. Debyelaan 25, P.O. Box 5800, 6202AZ, Maastricht, The Netherlands
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
| | - Martin P J van Boxtel
- Department of Psychiatry and Neuropsychology and MHeNS School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands
| | - Koen D Reesink
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
- Department of Biomedical Engineering, Maastricht University Medical Centre +, Maastricht, The Netherlands
| | - Johannes S Schouten
- Department of Ophthalmology, Maastricht University Medical Centre +, Maastricht, The Netherlands
- Canisius-Wilhelmina Hospital, Nijmegen, The Netherlands
| | - Hans H C M Savelberg
- Department of Human Movement Sciences, Maastricht University, Maastricht, The Netherlands
| | - Sebastian Köhler
- Department of Psychiatry and Neuropsychology and MHeNS School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands
| | - Frans R Verhey
- Department of Psychiatry and Neuropsychology and MHeNS School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands
| | - Joop P W van den Bergh
- Department of Family Medicine, Maastricht University, Maastricht, The Netherlands
- Department of Internal Medicine, Subdivision of Rheumatology, Maastricht University Medical Centre+, Maastricht, The Netherlands
- Department of Internal Medicine, Subdivision of Endocrinology, VieCuri Medical Center, Venlo, The Netherlands
| | - Miranda T Schram
- Department of Internal Medicine, Maastricht University Medical Centre +, P. Debyelaan 25, P.O. Box 5800, 6202AZ, Maastricht, The Netherlands
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
- Heart and Vascular Centre, Maastricht University Medical Centre +, Maastricht, The Netherlands
| | - Coen D A Stehouwer
- Department of Internal Medicine, Maastricht University Medical Centre +, P. Debyelaan 25, P.O. Box 5800, 6202AZ, Maastricht, The Netherlands.
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands.
| |
Collapse
|
2
|
Onete VG, Besselink MG, Salsbach CM, Van Eijck CH, Busch OR, Gouma DJ, de Hingh IH, Sieders E, Dejong CH, Offerhaus JG, Molenaar IQ. Impact of centralization of pancreatoduodenectomy on reported radical resections rates in a nationwide pathology database. HPB (Oxford) 2015; 17:736-42. [PMID: 26037776 PMCID: PMC4527860 DOI: 10.1111/hpb.12425] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/02/2015] [Accepted: 04/04/2015] [Indexed: 12/12/2022]
Abstract
BACKGROUND Centralization of a pancreatoduodenectomy (PD) leads to a lower post-operative mortality, but is unclear whether it also leads to improved radical (R0) or overall resection rates. METHODS Between 2004 and 2009, pathology reports of 1736 PDs for pancreatic and peri-ampullary neoplasms from a nationwide pathology database were analysed. Pre-malignant lesions were excluded. High-volume hospitals were defined as performing ≥ 20 PDs annually. The relationship between R0 resections, PD-volume trends, quality of pathology reports and hospital volume was analysed. RESULTS During the study period, the number of hospitals performing PDs decreased from 39 to 23. High-volume hospitals reported more R0 resections in the pancreatic head and distal bile duct tumours than low-volume hospitals (60% versus 54%, P = 0.035) although they operated on more advanced (T3/T4) tumours (72% versus 58%, P < 0.001). The number of PDs increased from 258 in 2004 to 394 in 2009 which was partly explained by increased overall resection rates of pancreatic head and distal bile duct tumours (11.2% in 2004 versus 17.5% in 2009, P < 0.001). The overall reported R0 resection rate of pancreatic head and distal bile duct tumours increased (6% in 2004 versus 11% in 2009, P < 0.001). Pathology reports of low-volume hospitals lacked more data including tumour stage (25% versus 15%, P < 0.001). CONCLUSIONS Centralization of PD was associated with both higher resection rates and more reported R0 resections. The impact of this finding on overall survival should be further assessed.
Collapse
Affiliation(s)
- Veronica G Onete
- Department of Surgery, University Medical Center UtrechtUtrecht, The Netherlands,Department of Surgery, Academic Medical CenterAmsterdam, The Netherlands
| | - Marc G Besselink
- Department of Surgery, Academic Medical CenterAmsterdam, The Netherlands,Correspondence Marc G. Besselink, Dutch Pancreatic Cancer Group, Academic Medical Center Amsterdam, Department of Surgery, Room G4-196, PO Box 22660, 1100 DD Amsterdam, The Netherlands. Tel.: +31-20-5669111. Fax: +31-20-5669243. E-mail:
| | - Chanielle M Salsbach
- Department of Surgery, University Medical Center UtrechtUtrecht, The Netherlands,Department of Surgery, Erasmus Medical CenterRotterdam, The Netherlands
| | | | - Olivier R Busch
- Department of Surgery, Academic Medical CenterAmsterdam, The Netherlands
| | - Dirk J Gouma
- Department of Surgery, Academic Medical CenterAmsterdam, The Netherlands
| | - Ignace H de Hingh
- Department of Surgery, Catharina Hospital EindhovenEindhoven, The Netherlands
| | - Egbert Sieders
- Department of Surgery, University Medical Center GroningenGroningen, The Netherlands
| | - Cornelis H Dejong
- Department of Surgery, University Medical Center Maastricht, Maastricht and NUTRIM School for Nutrition, Toxicology and MetabolismMaastricht, The Netherlands
| | - Johan G Offerhaus
- Department of Pathology, University Medical Center UtrechtUtrecht, The Netherlands,Department of Pathology, Academic Medical Center AmsterdamAmsterdam, The Netherlands
| | - I Quintus Molenaar
- Department of Surgery, University Medical Center UtrechtUtrecht, The Netherlands
| | | |
Collapse
|