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Validating the UK prospective diabetes study outcome model 2 using data of 94,946 Israeli patients with type 2 diabetes.
Zhuo, Xiaohui; Melzer Cohen, Cheli; Chen, Jieling; Chodick, Gabriel; Alsumali, Adnan; Cook, John.
Affiliation
  • Zhuo X; Merck & Co., Inc., Kenilworth, NJ, USA.
  • Melzer Cohen C; Maccabitech, Maccabi Institute for Research and Innovation, Maccabi Healthcare Services, Tel-Aviv, Israel. Electronic address: melzerco_c@mac.org.il.
  • Chen J; Merck & Co., Inc., Kenilworth, NJ, USA.
  • Chodick G; Maccabitech, Maccabi Institute for Research and Innovation, Maccabi Healthcare Services, Tel-Aviv, Israel; Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.
  • Alsumali A; Merck & Co., Inc., Kenilworth, NJ, USA.
  • Cook J; Merck & Co., Inc., Kenilworth, NJ, USA.
J Diabetes Complications ; 36(1): 108086, 2022 01.
Article in En | MEDLINE | ID: mdl-34799250
AIMS: To externally validate the United Kingdom Prospective Diabetes Study (UKPDS) Outcome Model 2 (OM2) in contemporary Israeli patient populations. METHODS: De-identified patient data on demographics, time-varying risk factors, and clinical events of newly diagnosed type 2 diabetes patients were extracted from the Maccabi Healthcare Services (MHS) diabetes registry over years 2000-2013. Depending on the baseline risk, patients were categorized into low-risk and intermediate-risk groups. In addition to assessing discriminatory performance, the predicted and observed 15-year cumulative incidences of diabetes complications and death were compared among all patients and for the two risk-groups. RESULTS: The discriminatory capability of OM2 was moderate to good, C-statistic ranging 0.71-0.95. The model overpredicted the risk for MI, blindness and death (Predicted/Observed events (P/O: 1.32-2.31)), and underpredicted the risk of IHD (P/O: 0.5). In patients with a low baseline risk, overpredictions were even more pronounced. OM2 performed well in predicting renal failure and ulcer risk in patients with a low risk but predicted well the risk of death, stroke, CHF, and amputation in patients with an intermediate risk. CONCLUSION: OM2 demonstrated good to moderate discrimination capability for predicting diabetes complications and mortality risks in Israeli diabetes population. The prediction performance differed between patients with different baseline risks.
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Diabetes Complications / Diabetes Mellitus, Type 2 Type of study: Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limits: Humans Country/Region as subject: Europa Language: En Journal: J Diabetes Complications Journal subject: ENDOCRINOLOGIA Year: 2022 Document type: Article Affiliation country: United States Country of publication: United States

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Diabetes Complications / Diabetes Mellitus, Type 2 Type of study: Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limits: Humans Country/Region as subject: Europa Language: En Journal: J Diabetes Complications Journal subject: ENDOCRINOLOGIA Year: 2022 Document type: Article Affiliation country: United States Country of publication: United States