Horm Metab Res 2011; 43(11): 782-787
DOI: 10.1055/s-0031-1286333
Humans, Clinical
© Georg Thieme Verlag KG Stuttgart · New York

FINDRISK Questionnaire Combined with HbA1c Testing as a Potential Screening Strategy for Undiagnosed Diabetes in a Healthy Population

E. Martin
1   Bavarian Red Cross Blood Transfusion Service, Munich, Germany
,
E. Ruf
1   Bavarian Red Cross Blood Transfusion Service, Munich, Germany
,
R. Landgraf
2   German Diabetes Foundation, Munich, Germany
,
H. Hauner
3   Else Kröner-Fresenius-Center for Nutritional Medicine, Technical University of Munich, Freising-Weihenstephan, Germany
,
F. Weinauer
1   Bavarian Red Cross Blood Transfusion Service, Munich, Germany
,
S. Martin
1   Bavarian Red Cross Blood Transfusion Service, Munich, Germany
› Author Affiliations
Further Information

Publication History

received13 April 2011

18 August 2011

Publication Date:
18 October 2011 (online)

Abstract

Despite the efforts to control the epidemic of diabetes the total number of people living with diabetes is still steadily rising. In order to detect people at risk, cost-effective, convenient, and sensitive screening tools to assess the diabetes risk and to detect undiagnosed type 2 diabetes need to be developed and implemented in the primary care setting. To evaluate the combination of the well established FINDRISK questionnaire and HbA1c testing as a potential screening strategy the data obtained from 671 blood donors were analyzed for a potential correlation with the results of an oral glucose tolerance test. Based on the oral glucose tolerance test, 65 blood donors (9.7%) were newly diagnosed with diabetes, 336 (50.1%) with prediabetes, and 270 (40.2%) had a normal test result. Of the 401 blood donors diagnosed with prediabetes or diabetes 322 (80.3%) had a HbA1c between 5.7% and 6.4% and 27 (6.7%) with a HbA1c of 6.5% or greater. The majority of the blood donors newly diagnosed with diabetes or prediabetes (n=327) had a FINDRISK result of 12 points or higher. ROC analyses confirmed that the optimal cut off levels were for FINDRISK ≥ 12 points and for HbA1c ≥ 5.9%. Thus, a 3-step screening strategy applying the FINDRISK questionnaire followed by HbA1c testing and performing an oral glucose tolerance test on selected individuals could be a cost-saving approach for screening large populations and identifying people at risk for diabetes or undiagnosed diabetes.

 
  • References

  • 1 Ahmad LA, Crandall JP. Type 2 diabetes prevention: a review. Clinical Diabetes 2010; 28: 53-59
  • 2 Hauner H, Hanisch J, Bramlage P, Steinhagen-Thiessen E, Schunkert H, Jöckel KH, Wasem J, Moebus S. Prevalence of undiagnosed Type-2-diabetes mellitus and impaired fasting glucose in German primary care: data from the German Metabolic and Cardiovascular Risk Project (GEMCAS). Exp Clin Endocrinol Diabetes 2008; 116: 18-25
  • 3 Knowler WC, Barrett-Connor E, Fowler SE, Hamman RF, Lachin JM, Walker EA, Nathan DM. Diabetes Prevention Program Research Group. Reduction in the incidence of type 2 diabetes with lifestyle intervention or metformin. N Engl J Med 2002; 346: 393-403
  • 4 Tuomilehto J, Lindström J, Eriksson JG, Valle TT, Hämäläinen H, Ilanne-Parikka P, Keinänen-Kiukaanniemi S, Laakso M, Louheranta A, Rastas M, Salminen V, Uusitupa M. Finnish Diabetes Prevention Study Group. Prevention of type 2 diabetes by changes in lifestyle among subjects with impaired glucose tolerance. N Engl J Med 2001; 344: 1343-1350
  • 5 Paulweber B, Valensi P, Lalic NM, Greaves CJ, McKee M, Kissimova-Skarbek K, Liatis S, Cosson E, Szendroedi J, Sheppard KE, Charlesworth K, Felton AM, Hall M, Rissanen A, Tuomilheto J, Schwarz PE, Roden M. A European Evidence-Based Guideline for the Prevention of Type 2 Diabetes. Horm Metab Res 2010; 42 (Suppl. 01) S3-S36
  • 6 Martin S, Martin E, Klug C, Weinauer F, Landgraf R, Rapp S. Diabetes study in Bavaria: known risk factors correlate with an increased level of HbA1c. Dtsch Med Wochenschr 2007; 132: 1315-1320
  • 7 Lindstroem J, Tuomilehto J. The diabetes risk score: a practical tool to predict type 2 diabetes risk. Diabetes Care 2003; 26: 725-731
  • 8 Saaristo T, Peltonen M, Keinänen-Kiukaanniemi S, Vanhala M, Saltevo J, Niskanen L, Oksa H, Korpi-Hyövälti E, Tuomilehto J. FIN-D2D Study Group. Int J Circumpolar Health 2007; 66: 101-112
  • 9 Bergmann A, Li J, Wang L, Schulze J, Bornstein SR, Schwarz PE. A simplified Finnish diabetes risk score to predict type 2 diabetes risk and disease evolution in a German population. Horm Metab Res 2007; 39: 677-682
  • 10 Charuruks N, Milintagas A, Watanaboonyoungcharoen P, Ariyaboonsiri C. Determination of reference intervals of HbA1c (DCCT/NGSP) and HbA1c (IFCC) in adults. J Med Assoc Thai 2005; 88: 810-816
  • 11 Peter A, Fritsche A, Stefan N, Heni M, Häring HU, Schleicher E. Diagnostic Value of Hemoglobin A1c for Type 2 Diabetes Mellitus in a Population at Risk. Exp Clin Endocrinol Diabetes 2011; 119: 234-237
  • 12 American Diabetes Association. Diagnosis and classification of diabetes mellitus. Diabetes Care 2010; 33 (Suppl. 01) 62-69
  • 13 Kerner W, Brückel J. Definition, Klassifikation und Diagnostik des Diabetes. mellitusDiabetol Stoffwechs 2008; 3 (Suppl. 02) 131-133
  • 14 Rathmann W, Haastert B, Icks A, Löwel H, Meisinger C, Holle R, Giani G. High prevalence of undiagnosed diabetes in Southern Germany: target populations for efficient screening. The KORA survey 2000. Diabetologia 2003; 46: 182-189
  • 15 Meisinger C, Strassburger K, Heier M, Thorand B, Baumeister SE, Giani G, Rathmann W. Prevalence of undiagnosed diabetes and impaired glucose regulation in 35–59-year-old individuals in Southern Germany: the KORA F4 Study. Diabet Med 2010; 27: 360-362
  • 16 Harris MI, Klein R, Welborn TA, Knuiman MW. Onset of NIDDM occurs at least 4–7 yr before clinical diagnosis. Diabetes Care 1992; 15: 815-819
  • 17 Köstner I, Huppertz E, Hauner H, Schubert I. Direct Costs of Diabetes mellitus in Germany-CoDiM 2000–2007. Exp Clin Endocrinol Diabetes 2011; 119: 377-385
  • 18 Li J, Bergmann A, Reimann M, Bornstein SR, Schwarz PEH. A More Simplified Finnish Diabetes Risk Score for Opportunistic Screening of Undiagnosed Type 2 Diabetes in a German Population with a Family History of the Metabolic Syndrome. Horm Metab Res 2009; 41: 98-103
  • 19 Schwarz PEH, Li J, Lindstrom J, Tuomilehto J. Tools for Predicting the Risk of Type 2 Diabetes in Daily Practice. Horm Metab Res 2009; 41: 86-97
  • 20 Christensen JO, Sandbaek A, Lauritzen T, Borch-Johnsen K. Population-based stepwise screening for unrecognised type 2 diabetes is ineffective in general practice despite reliable algorithms. Diabetologia 2004; 47: 1566-1573
  • 21 Herman WH, Engelgau MM, Zhang Y, Brown MB. Use of GHb (HbA(1c)) to screen for undiagnosed diabetes in the U.S. population. Diabetes Care 2000; 23: 1207-1208
  • 22 Papoz L, Favier F, Clabé A, Sanchez A, Le Moullec N. GHb (HbA(1c)) is more sensitive than fasting blood glucose as a screening test for diabetes. Diabetes Care 2000; 23: 1206-1207
  • 23 International Expert Committee. International Expert Committee report on the role of the A1c assay in the diagnosis of diabetes. Diabetes Care 2009; 32: 1327-1334
  • 24 Abdul-Ghani MA, Abdul-Ghani T, Müller G, Bergmann A, Fischer S, Bornstein S, DeFronzo RA, Schwarz P. Role of Glycated Hemoglobin in the Prediction of Future Risk of T2DM. J Clin Endocrin Metab 2011; 96: 2596-2600
  • 25 Bennett CM, Guo M, Dharmage SC. HbA (1c) as a screening tool for detection of type 2 diabetes: a systematic review. Diabet Med 2007; 24: 333-343
  • 26 Müller M, Ruf E, Weinauer F, Martin S, Becker C, Illig T, Döring A, Wichmann HE, Rapp S. The BSD Health Study: a pilot study to examine the comparability of Bavarian blood donors with the Bavarian general population by a comparison with KORA S4. Das Gesundheitswesen 2009; 71: 481-488
  • 27 Lindström J, Neumann A, Sheppard KE, Gili-Januszewska A, Greaves CJ, Handke U, Pajunen P, Puhl S, Pölönen A, Rissanen A, Roden M, Stemper T, Tell-Hjellset V, Tuomilheto J, Velickiene D, Schwarz PE. on behalf of the IMAGE study group. Take action to prevent diabetes – the IMAGE toolkit for prevention of type 2 diabetes in Europe. Horm Metab Res 2010; 42 (Suppl. 01) S37-S55