Literature DB >> 35892178

Cardiovascular disease risk stratification in type 2 diabetes.

Harriet Esdaile1, Jamil Mayet2, Neil Hill3.   

Abstract

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Year:  2022        PMID: 35892178      PMCID: PMC9543924          DOI: 10.1111/dme.14922

Source DB:  PubMed          Journal:  Diabet Med        ISSN: 0742-3071            Impact factor:   4.213


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Khunti et al. acknowledge that there are knowledge gaps regarding cardiovascular disease (CVD) risk factors and  risk stratification in people with type 2 diabetes early in the course of their disease. Given the marked reduction in major adverse cardiovascular events (MACE) that can now be offered to people with type 2 diabetes at high cardiovascular risk, with the use of sodium‐glucose co‐transporter‐2 (SGLT‐2) inhibitors and glucagon‐like peptide‐1 receptor agonists, the identification of both CVD risk factors and accurate CVD risk stratification tools in this cohort must be a priority. It is increasingly recognised that cardiometabolic derangement can occur early in the course of type 2 diabetes and indeed, Khunti et al. found that a large proportion of those without established CVD who were early in the course of their diabetes were at high cardiovascular risk, with an associated marked mortality (17%) over 6.4 years of follow up. The study, which examined 9 risk factors, provides insights into which risk factors were associated with MACE outcomes in this cohort. The study does not explain the rationale for the choice of the 9 risk factors assessed, which include the two diabetes‐specific factors HbA1c, and duration of diabetes, and exclude measures of end of organ damage including retinopathy, proteinuria and left ventricular hypertrophy, which are associated with high cardiovascular risk. This puts into sharp focus the question of how cardiovascular risk stratification should be approached in people with type 2 diabetes early on in their disease, and, therefore, albeit with the caveat that Khunti et al did not seek to risk stratify, whether using cardiovascular risk stratification tools derived from the general population in this cohort are acceptable. In the UK, guidance from the National Institute for Health and Care Excellence (NICE) recommends that the population‐based QRISK2 score is used to identify people with type 2 diabetes who are at increased risk of developing CVD in the next 10 years (>10% risk over 10 years), who should therefore initiate SGLT‐2 inhibitor therapy as part of first‐line treatment. The QRISK2 assessment includes diabetes as a categorical variable and does not assess glycaemic control, or markers of end organ damage, except for chronic kidney disease, and only at stages 4–5. In contrast, the European Society of Cardiology states that population‐based cardiovascular risk scores should not be used in people with diabetes, and instead, stratifies patients with type 2 diabetes into very high, high, and moderate CVD risk. Those in the highest risk category are those with type 2 diabetes who have established CVD or other target organ damage (as evidenced by any of proteinuria, renal impairment defined as eGFR <30 ml/min/1.73 m2, left ventricular hypertrophy or retinopathy), or three or more major risk factors (age, hypertension, dyslipidaemia, smoking, obesity). Evaluation and validation of QRISK2 score and type 2 diabetes‐specific cardiovascular risk tools in those with type 2 diabetes is limited. In 2014, Hippisley‐Cox et al. evaluated QRISK2 performance in people with type 2 diabetes but their approach to validation, whereby the performance of the model was assessed in a subset of the derivation cohort, is likely to have led to optimistic performance measures. In 2018, Read et al in external validation of the QRISK2 in diabetes found that it performed poorly. The authors make two important observations: (a) inclusion of diabetes in the risk score as a categorical variable and interaction with age in QRISK2 is unlikely to sufficiently capture the complex relationship between diabetes and CVD and (b) prediction of CVD risk in people with type 2 diabetes is likely to be further complicated by the possible presence of type 2 diabetes subtypes with distinct disease trajectories. In early onset diabetes, which may represent a more aggressive type 2 diabetes phenotype , there is evidence that there is similar cardiovascular and mortality risk irrespective of cardiometabolic risk factor status at diagnosis. Similarly Dziopa et al. in their external validation of the QRISK2 tool found considerable attenuations in its discriminative ability when applied to individuals with type 2 diabetes, leading to poor performance. When they compared 22 cardiovascular risk scores in a primary care setting, all scores were found to perform universally poorly in diabetes, but diabetes‐specific scores were not superior. Two areas are highlighted here that may advance CVD risk assessment in type 2 diabetes. First, non‐alcoholic fatty liver disease (NAFLD) is now recognised to be strongly associated with atherosclerotic CVD. A recent American Heart Association statement falls short of designating NAFLD as a cardiovascular risk factor but does describe it as a risk enhancer. This has widespread implications for those with type 2 diabetes given that there is a marked increase in the risk of CVD in people with type 2 diabetes with NAFLD in comparison to those without NAFLD, independent from traditional CVD risk factors. , Second, the field of cardio‐metabolomics has facilitated insights into metabolomic phenotyping and identification of novel metabolomic‐ based biomarkers that may provide additional prognostic value in assessing cardiovascular risk. In the general population, there is sustained interest in how ceramide and phosphatidylcholine lipid species may enhance cardiovascular risk stratification. In type 2 diabetes, studies in this field are small and generally case‐control in nature. Larger prospective studies in this area are awaited with interest.

CONFLICT OF INTEREST

No conflict of interests from the authors.
  10 in total

1.  ESC Guidelines on diabetes, pre-diabetes, and cardiovascular diseases developed in collaboration with the EASD: the Task Force on diabetes, pre-diabetes, and cardiovascular diseases of the European Society of Cardiology (ESC) and developed in collaboration with the European Association for the Study of Diabetes (EASD).

Authors:  Lars Rydén; Peter J Grant; Stefan D Anker; Christian Berne; Francesco Cosentino; Nicolas Danchin; Christi Deaton; Javier Escaned; Hans-Peter Hammes; Heikki Huikuri; Michel Marre; Nikolaus Marx; Linda Mellbin; Jan Ostergren; Carlo Patrono; Petar Seferovic; Miguel Sousa Uva; Marja-Riita Taskinen; Michal Tendera; Jaakko Tuomilehto; Paul Valensi; Jose Luis Zamorano; Jose Luis Zamorano; Stephan Achenbach; Helmut Baumgartner; Jeroen J Bax; Héctor Bueno; Veronica Dean; Christi Deaton; Cetin Erol; Robert Fagard; Roberto Ferrari; David Hasdai; Arno W Hoes; Paulus Kirchhof; Juhani Knuuti; Philippe Kolh; Patrizio Lancellotti; Ales Linhart; Petros Nihoyannopoulos; Massimo F Piepoli; Piotr Ponikowski; Per Anton Sirnes; Juan Luis Tamargo; Michal Tendera; Adam Torbicki; William Wijns; Stephan Windecker; Guy De Backer; Per Anton Sirnes; Eduardo Alegria Ezquerra; Angelo Avogaro; Lina Badimon; Elena Baranova; Helmut Baumgartner; John Betteridge; Antonio Ceriello; Robert Fagard; Christian Funck-Brentano; Dietrich C Gulba; David Hasdai; Arno W Hoes; John K Kjekshus; Juhani Knuuti; Philippe Kolh; Eli Lev; Christian Mueller; Ludwig Neyses; Peter M Nilsson; Joep Perk; Piotr Ponikowski; Zeljko Reiner; Naveed Sattar; Volker Schächinger; André Scheen; Henrik Schirmer; Anna Strömberg; Svetlana Sudzhaeva; Juan Luis Tamargo; Margus Viigimaa; Charalambos Vlachopoulos; Robert G Xuereb
Journal:  Eur Heart J       Date:  2013-08-30       Impact factor: 29.983

Review 2.  2019 ESC Guidelines on diabetes, pre-diabetes, and cardiovascular diseases developed in collaboration with the EASD.

Authors:  Francesco Cosentino; Peter J Grant; Victor Aboyans; Clifford J Bailey; Antonio Ceriello; Victoria Delgado; Massimo Federici; Gerasimos Filippatos; Diederick E Grobbee; Tina Birgitte Hansen; Heikki V Huikuri; Isabelle Johansson; Peter Jüni; Maddalena Lettino; Nikolaus Marx; Linda G Mellbin; Carl J Östgren; Bianca Rocca; Marco Roffi; Naveed Sattar; Petar M Seferović; Miguel Sousa-Uva; Paul Valensi; David C Wheeler
Journal:  Eur Heart J       Date:  2020-01-07       Impact factor: 29.983

Review 3.  Nonalcoholic fatty liver disease and chronic vascular complications of diabetes mellitus.

Authors:  Giovanni Targher; Amedeo Lonardo; Christopher D Byrne
Journal:  Nat Rev Endocrinol       Date:  2017-12-29       Impact factor: 43.330

4.  Temporal Trend in Young-Onset Type 2 Diabetes-Macrovascular and Mortality Risk: Study of U.K. Primary Care Electronic Medical Records.

Authors:  Digsu N Koye; Joanna Ling; John Dibato; Kamlesh Khunti; Olga Montvida; Sanjoy K Paul
Journal:  Diabetes Care       Date:  2020-07-02       Impact factor: 19.112

Review 5.  Nonalcoholic Fatty Liver Disease and Cardiovascular Risk: A Scientific Statement From the American Heart Association.

Authors:  P Barton Duell; Francine K Welty; Michael Miller; Alan Chait; Gmerice Hammond; Zahid Ahmad; David E Cohen; Jay D Horton; Gregg S Pressman; Peter P Toth
Journal:  Arterioscler Thromb Vasc Biol       Date:  2022-04-14       Impact factor: 8.311

6.  Absolute and relative risk prediction in cardiovascular primary prevention with a modified SCORE chart incorporating ceramide-phospholipid risk score and diabetes mellitus.

Authors:  Mika Hilvo; Antti Jylhä; Mitja Lääperi; Pekka Jousilahti; Reijo Laaksonen
Journal:  Eur Heart J Open       Date:  2021-07-13

7.  Cardiovascular risk factors early in the course of treatment in people with type 2 diabetes without established cardiovascular disease: A population-based observational retrospective cohort study.

Authors:  Kamlesh Khunti; Christin L Hertz; Lise Lotte N Husemoen; Emina Mocevic; Rikke B Nordsborg; Johanne S Piltoft; Stephen C Bain
Journal:  Diabet Med       Date:  2021-10-02       Impact factor: 4.213

8.  Performance of Cardiovascular Disease Risk Scores in People Diagnosed With Type 2 Diabetes: External Validation Using Data From the National Scottish Diabetes Register.

Authors:  Stephanie H Read; Merel van Diepen; Helen M Colhoun; Nynke Halbesma; Robert S Lindsay; John A McKnight; David A McAllister; Ewan R Pearson; John R Petrie; Sam Philip; Naveed Sattar; Mark Woodward; Sarah H Wild
Journal:  Diabetes Care       Date:  2018-07-12       Impact factor: 19.112

9.  Cardiovascular risk prediction in type 2 diabetes: a comparison of 22 risk scores in primary care settings.

Authors:  Katarzyna Dziopa; Folkert W Asselbergs; Jasmine Gratton; Nishi Chaturvedi; Amand F Schmidt
Journal:  Diabetologia       Date:  2022-01-15       Impact factor: 10.122

Review 10.  Young-onset type 2 diabetes mellitus - implications for morbidity and mortality.

Authors:  Dianna J Magliano; Julian W Sacre; Jessica L Harding; Edward W Gregg; Paul Z Zimmet; Jonathan E Shaw
Journal:  Nat Rev Endocrinol       Date:  2020-03-20       Impact factor: 43.330

  10 in total

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