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Published in: BMC Public Health 1/2012

Open Access 01-12-2012 | Research article

Use of glucometer and fasting blood glucose as screening tools for diabetes mellitus type 2 and glycated haemoglobin as clinical reference in rural community primary care settings of a middle income country

Authors: Benja Muktabhant, Pattara Sanchaisuriya, Pongdech Sarakarn, Worawitaya Tawityanon, Mantana Trakulwong, Songsri Worawat, Frank P Schelp

Published in: BMC Public Health | Issue 1/2012

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Abstract

Background

Thailand is considered to be a middle income country, and to control and prevent type 2 diabetes mellitus (T2DM) is one of the main concerns of the Thai Ministry of Public Health (MoPH). Screening for T2DM and care for T2DM patients has been integrated into the primary health care system, especially in rural areas. The intention of this investigation is to link public health research at the academic level with the local health authorities of a district of a north-eastern province of the country.

Methods

Epidemiological methods were applied to validate the screening tools fasting capillary blood glucose (CBG), measured by glucometer and venous blood for the determination of plasma glucose (VPG), used for screening for T2DM among asymptomatic villagers. For assessing the validity of these two methods glycated haemoglobin (HbA1c) values were determined and used as the ‘clinical reference’.

Results

All together 669 villagers were investigated. Determinations of CBG and VPG resulted in suspected T2DM cases, with 7.3% when assessed by CBG and 6.4% by VPG using a cutoff point of 7 mmol/L (126 mg/dl). Taking HbA1c determinations with a cutoff point of 7% into account, the proportion of T2DM suspected participants increased to 10.4%. By estimating sensitivity, specificity and the positive predictive value of CBG and VPG against the ‘clinical reference’ of HbA1c, sensitivity below 50% for both screening methods has been observed. The positive predictive value was determined to be 58.5% for CBG and 56.8% for VPG. The specificity of the two screening tests was over 96%.

Conclusions

The low sensitivity indicates that using fasting CBG or VPG as a screening tool in the field results in a high proportion of diseased individuals remaining undetected. The equally low positive predictive values (below 60%) indicate a high working load for the curative sector in investigating suspected T2DM cases to determine whether they are truly diseased or false positive cases according to the screening method. Further implications of the results and the controversial discussion related to the use of HbA1c as clinical evidence for suffering from T2DM are also discussed.
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Literature
1.
go back to reference Shaw JE, Sicree RA, Zimmet PZ: Global estimates of the prevalence of diabetes for 2010 and 2030. Diabetes Res Clin Pract. 2010, 87: 4-14. 10.1016/j.diabres.2009.10.007.CrossRefPubMed Shaw JE, Sicree RA, Zimmet PZ: Global estimates of the prevalence of diabetes for 2010 and 2030. Diabetes Res Clin Pract. 2010, 87: 4-14. 10.1016/j.diabres.2009.10.007.CrossRefPubMed
2.
go back to reference WHO: Preventing chronic diseases: A vital investment. 2005, World Health Organization Press, Geneva WHO: Preventing chronic diseases: A vital investment. 2005, World Health Organization Press, Geneva
3.
go back to reference Lawn JE, Rohde J, Rifkin S, Were M, Paul VK, Chopra M: Alma-Ata 30 years on: revolutionary, relevant, and time to revitalize. Lancet. 2008, 372: 917-927. 10.1016/S0140-6736(08)61402-6.CrossRefPubMed Lawn JE, Rohde J, Rifkin S, Were M, Paul VK, Chopra M: Alma-Ata 30 years on: revolutionary, relevant, and time to revitalize. Lancet. 2008, 372: 917-927. 10.1016/S0140-6736(08)61402-6.CrossRefPubMed
4.
go back to reference Rohde J, Cousens S, Chopra M, Tangcharoensathien V, Black R, Bhutta ZA, Lawn JE: 30 years after Alma-Ata: has primary health care worked in countries?. Lancet. 2008, 372: 950-961. 10.1016/S0140-6736(08)61405-1.CrossRefPubMed Rohde J, Cousens S, Chopra M, Tangcharoensathien V, Black R, Bhutta ZA, Lawn JE: 30 years after Alma-Ata: has primary health care worked in countries?. Lancet. 2008, 372: 950-961. 10.1016/S0140-6736(08)61405-1.CrossRefPubMed
5.
go back to reference Kruk ME, Porignon D, Rockers PC, Lerberghe WV WV: The contribution of primary care to health and health systems in low- and middle-income countries: A critical review of major primary care initiatives. Soc Sci Med. 2010, 70: 904-911. 10.1016/j.socscimed.2009.11.025.CrossRefPubMed Kruk ME, Porignon D, Rockers PC, Lerberghe WV WV: The contribution of primary care to health and health systems in low- and middle-income countries: A critical review of major primary care initiatives. Soc Sci Med. 2010, 70: 904-911. 10.1016/j.socscimed.2009.11.025.CrossRefPubMed
6.
go back to reference Popkin BM, Horton SH, Kim S: The nutrition transition and prevention of diet-related diseases in Asia and the Pacific. Food Nutr Bull. 2001, 22 (Suppl 3): 3-51. Popkin BM, Horton SH, Kim S: The nutrition transition and prevention of diet-related diseases in Asia and the Pacific. Food Nutr Bull. 2001, 22 (Suppl 3): 3-51.
7.
go back to reference MoPH: Thailand Health Profile Report, 2005-2007. 2008, Ministry of Public Health, Thailand MoPH: Thailand Health Profile Report, 2005-2007. 2008, Ministry of Public Health, Thailand
8.
go back to reference Simmons RK, Unwin N, Griffin SJ: International Diabetes Federation: An update of the evidence concerning the prevention of type 2 diabetes. Diabetes Res Clin Pract. 2010, 87: 143-149. 10.1016/j.diabres.2009.10.003.CrossRefPubMed Simmons RK, Unwin N, Griffin SJ: International Diabetes Federation: An update of the evidence concerning the prevention of type 2 diabetes. Diabetes Res Clin Pract. 2010, 87: 143-149. 10.1016/j.diabres.2009.10.003.CrossRefPubMed
9.
go back to reference Aekplakorn W, Stolk RP, Neal B, Suriyawongpaisal P, Chongsuvivatwong V, Cheepudomwit S, Woodward M: The prevalence and management of diabetes in Thai adults. Diabetes Care. 2003, 26: 2758-2763. 10.2337/diacare.26.10.2758.CrossRefPubMed Aekplakorn W, Stolk RP, Neal B, Suriyawongpaisal P, Chongsuvivatwong V, Cheepudomwit S, Woodward M: The prevalence and management of diabetes in Thai adults. Diabetes Care. 2003, 26: 2758-2763. 10.2337/diacare.26.10.2758.CrossRefPubMed
10.
go back to reference Aekplakorn W, Abbott-Klafter J, Premgamone A, Dhanamun B, Chaikittiporn C, Chongsuvivatwong V, Suwanprapisa T, Chaipornsupaisan W, Tiptaradolo S, Lim SS: Prevalence and management of diabetes and associated risk factors by regions of Thailand. Diabetes Care. 2007, 30: 2007-2012. 10.2337/dc06-2319.CrossRefPubMed Aekplakorn W, Abbott-Klafter J, Premgamone A, Dhanamun B, Chaikittiporn C, Chongsuvivatwong V, Suwanprapisa T, Chaipornsupaisan W, Tiptaradolo S, Lim SS: Prevalence and management of diabetes and associated risk factors by regions of Thailand. Diabetes Care. 2007, 30: 2007-2012. 10.2337/dc06-2319.CrossRefPubMed
11.
go back to reference Chaisiri K, Pongpaew P, Tungtrongchitr R, Phonrat B, Kulleap S, Kuhathong C, Sutthiwong P, Intarakkao C, Mahaweerawat U, Khongdee W, Sanchaisuriya P, Saowakontha S, Merkle A, Schelp FP: Prevalence and abnormal glucose tolerance in Khon Kaen province and validity of urine stick and fasting blood sugar as screening tools. J Thai Med Assoc. 1997, 80: 363-371. Chaisiri K, Pongpaew P, Tungtrongchitr R, Phonrat B, Kulleap S, Kuhathong C, Sutthiwong P, Intarakkao C, Mahaweerawat U, Khongdee W, Sanchaisuriya P, Saowakontha S, Merkle A, Schelp FP: Prevalence and abnormal glucose tolerance in Khon Kaen province and validity of urine stick and fasting blood sugar as screening tools. J Thai Med Assoc. 1997, 80: 363-371.
12.
go back to reference WHO: Definition and diagnosis of diabetes mellitus and intermediate hyperglycaemia. 2006, World Health Organization Press, Geneva WHO: Definition and diagnosis of diabetes mellitus and intermediate hyperglycaemia. 2006, World Health Organization Press, Geneva
13.
go back to reference Nitiyanant W, Ploybutr S, Sriussadaporn S, Yamwong P, Vannasaeng S: Evaluation of the new fasting plasma glucose cutpoint of 7.0 mmol/l in detection of diabetes mellitus in the Thai population. Diabetes Res Clin Pract. 1998, 41: 171-176. 10.1016/S0168-8227(98)00082-5.CrossRefPubMed Nitiyanant W, Ploybutr S, Sriussadaporn S, Yamwong P, Vannasaeng S: Evaluation of the new fasting plasma glucose cutpoint of 7.0 mmol/l in detection of diabetes mellitus in the Thai population. Diabetes Res Clin Pract. 1998, 41: 171-176. 10.1016/S0168-8227(98)00082-5.CrossRefPubMed
14.
go back to reference Koenig RJ, Ptereson CM, Kilo C, Cerami A, Williamson JR: Hemoglobin A1c as an indicator of the degree of glucose intolerance in diabetes. Diabetes. 1976, 25: 230-232. 10.2337/diabetes.25.3.230.CrossRefPubMed Koenig RJ, Ptereson CM, Kilo C, Cerami A, Williamson JR: Hemoglobin A1c as an indicator of the degree of glucose intolerance in diabetes. Diabetes. 1976, 25: 230-232. 10.2337/diabetes.25.3.230.CrossRefPubMed
15.
go back to reference Koening Rj, Petereson CM, Jones RL, Saudek C, Lehrman M, Cerami A: Correlation of glucose regulation and hemoglobin A1c in diabetes mellitus. N Engl J Med. 1976, 295: 417-420. 10.1056/NEJM197608192950804.CrossRef Koening Rj, Petereson CM, Jones RL, Saudek C, Lehrman M, Cerami A: Correlation of glucose regulation and hemoglobin A1c in diabetes mellitus. N Engl J Med. 1976, 295: 417-420. 10.1056/NEJM197608192950804.CrossRef
16.
go back to reference Wilson SE, Lipscombe LL, Rosella LC, Manuel DG: Trends in laboratory testing for diabetes in Ontario, Canada 1995-2005: A population based study. BMC Health Serv Res. 2009, 9: 41-10.1186/1472-6963-9-41.CrossRefPubMedPubMedCentral Wilson SE, Lipscombe LL, Rosella LC, Manuel DG: Trends in laboratory testing for diabetes in Ontario, Canada 1995-2005: A population based study. BMC Health Serv Res. 2009, 9: 41-10.1186/1472-6963-9-41.CrossRefPubMedPubMedCentral
17.
go back to reference The 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.CrossRefPubMedCentral The 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.CrossRefPubMedCentral
18.
19.
go back to reference Report of a World Health Organisation Consultation: Use of glycated haemoglobin (HbA1c) in the diagnosis of diabetes mellitus. Diabetes Res Clin Pract. 2010, 10.1016/j.diabres.2011.03.012. Report of a World Health Organisation Consultation: Use of glycated haemoglobin (HbA1c) in the diagnosis of diabetes mellitus. Diabetes Res Clin Pract. 2010, 10.1016/j.diabres.2011.03.012.
20.
go back to reference Davidson MB, Schriger DL: Effect of age and race/ethnicity on HbA1c levels in people without known diabetes mellitus: Implications for the diagnosis of diabetes. Diabetes Res Clin Pract. 2010, 87: 415-421. 10.1016/j.diabres.2009.12.013.CrossRefPubMed Davidson MB, Schriger DL: Effect of age and race/ethnicity on HbA1c levels in people without known diabetes mellitus: Implications for the diagnosis of diabetes. Diabetes Res Clin Pract. 2010, 87: 415-421. 10.1016/j.diabres.2009.12.013.CrossRefPubMed
22.
go back to reference Paisooksantivatana K, Kongsomgan A, Leohirun L, Atamasirikul K, Kunakorn M: HemoglobinA1c level in healthy Thai adults: Reference interval and fasting plasma glucose. Diabetes Res Clin Pract. 2009, 83: e43-e46. 10.1016/j.diabres.2008.11.028.CrossRefPubMed Paisooksantivatana K, Kongsomgan A, Leohirun L, Atamasirikul K, Kunakorn M: HemoglobinA1c level in healthy Thai adults: Reference interval and fasting plasma glucose. Diabetes Res Clin Pract. 2009, 83: e43-e46. 10.1016/j.diabres.2008.11.028.CrossRefPubMed
23.
go back to reference Gomez-Perez FJ, Aguilar-Salinas CA, Almeda-Valdes P, Cuevas-Ramos D, Garber IL, Rull JA: Opinion. HbA1c for the diagnosis of diabetes mellitus in a developing country. A position article. Arch Med Res. 2010, 41: 302-308. 10.1016/j.arcmed.2010.05.007.CrossRefPubMed Gomez-Perez FJ, Aguilar-Salinas CA, Almeda-Valdes P, Cuevas-Ramos D, Garber IL, Rull JA: Opinion. HbA1c for the diagnosis of diabetes mellitus in a developing country. A position article. Arch Med Res. 2010, 41: 302-308. 10.1016/j.arcmed.2010.05.007.CrossRefPubMed
24.
go back to reference Inmuong U, Charerntanyarak L, Furu P: Community perceptions of health determinants in Khon Kaen Province, Thailand. Southeast Asian J Trop Med Public Health. 2009, 40: 380-391.PubMed Inmuong U, Charerntanyarak L, Furu P: Community perceptions of health determinants in Khon Kaen Province, Thailand. Southeast Asian J Trop Med Public Health. 2009, 40: 380-391.PubMed
25.
go back to reference Reynolds TM, Twomey PJ, Hervey TC, Green BN: The number of unexpected HbA1c variants may be a greater problem in routine practice than is generally realized. Diabet Med. 2004, 21: 1041-1044. 10.1111/j.1464-5491.2004.01278.x.CrossRefPubMed Reynolds TM, Twomey PJ, Hervey TC, Green BN: The number of unexpected HbA1c variants may be a greater problem in routine practice than is generally realized. Diabet Med. 2004, 21: 1041-1044. 10.1111/j.1464-5491.2004.01278.x.CrossRefPubMed
26.
go back to reference Bleyer AJ, Hire D, Russell GB, Xu J, Divers J, Shihhabi Z, Bowden DW, Freedman BI: Ethnic variation in the correlation between random serum glucose concentration and glycated haemoglobin. Diabet Med. 2009, 26: 128-133. 10.1111/j.1464-5491.2008.02646.x.CrossRefPubMed Bleyer AJ, Hire D, Russell GB, Xu J, Divers J, Shihhabi Z, Bowden DW, Freedman BI: Ethnic variation in the correlation between random serum glucose concentration and glycated haemoglobin. Diabet Med. 2009, 26: 128-133. 10.1111/j.1464-5491.2008.02646.x.CrossRefPubMed
27.
go back to reference Likhari T, Gama R: Glycaemia-independent ethnic differences in HbA1c in subjects with impaired glucose tolerance. Diabet Med. 2009, 26: 1068-1069. 10.1111/j.1464-5491.2009.02803.x.CrossRefPubMed Likhari T, Gama R: Glycaemia-independent ethnic differences in HbA1c in subjects with impaired glucose tolerance. Diabet Med. 2009, 26: 1068-1069. 10.1111/j.1464-5491.2009.02803.x.CrossRefPubMed
28.
go back to reference Christensen DL, Witte DR, Kaduka L, Jorgensen ME, Borch-Johnsen K, Mohan V, Shaw JE, Tabak AG, Vistisen D: Moving to an A1c-based diagnosis of diabetes has a different impact on prevalence in different ethnic groups. Diabetes Care. 2010, 33: 580-582. 10.2337/dc09-1843.CrossRefPubMed Christensen DL, Witte DR, Kaduka L, Jorgensen ME, Borch-Johnsen K, Mohan V, Shaw JE, Tabak AG, Vistisen D: Moving to an A1c-based diagnosis of diabetes has a different impact on prevalence in different ethnic groups. Diabetes Care. 2010, 33: 580-582. 10.2337/dc09-1843.CrossRefPubMed
30.
go back to reference Weatherall DJ, Clegg JB: Inherited haemoglobin disorders: an increasing global health problem. Bull World Health Organ. 2001, 79: 704-712.PubMedPubMedCentral Weatherall DJ, Clegg JB: Inherited haemoglobin disorders: an increasing global health problem. Bull World Health Organ. 2001, 79: 704-712.PubMedPubMedCentral
31.
go back to reference Fucharoen S, Winichagoon P: Thalassemia in Southeast Asia: problem and strategy for prevention and control. Southeast Asian J Trop Med Public Health. 1992, 23: 647-655.PubMed Fucharoen S, Winichagoon P: Thalassemia in Southeast Asia: problem and strategy for prevention and control. Southeast Asian J Trop Med Public Health. 1992, 23: 647-655.PubMed
32.
go back to reference Sanchaisuriya K, Fucharoen S, Ratanasiri T, Sanchaisuriya P, Fucharoen G, Dietz E, Schelp FP: Effect of the maternal beta E- globulin gene on hematologic responses to iron supplementation during pregnancy. Am J Clin Nutr. 2007, 85: 474-479.PubMed Sanchaisuriya K, Fucharoen S, Ratanasiri T, Sanchaisuriya P, Fucharoen G, Dietz E, Schelp FP: Effect of the maternal beta E- globulin gene on hematologic responses to iron supplementation during pregnancy. Am J Clin Nutr. 2007, 85: 474-479.PubMed
33.
go back to reference Sirichotiyakul S, Tantipalakorn C, Sanguansermsri T, Wanapirak C, Tongsong T: Erythrocyte osmotic fragility test for screening of aalpha-thalassemia-1 and beta-thalassemia trait in pregnancy. Int J Gynaecol Obstet. 2004, 86: 347-350. 10.1016/j.ijgo.2004.04.037.CrossRefPubMed Sirichotiyakul S, Tantipalakorn C, Sanguansermsri T, Wanapirak C, Tongsong T: Erythrocyte osmotic fragility test for screening of aalpha-thalassemia-1 and beta-thalassemia trait in pregnancy. Int J Gynaecol Obstet. 2004, 86: 347-350. 10.1016/j.ijgo.2004.04.037.CrossRefPubMed
34.
go back to reference Goldstein DE, Little RR, Lorenz RA, Malone JI, Nathan D, Peterson CM: Tests of glycemia in diabetes. Diabetes Care. 1995, 18: 896-909.CrossRefPubMed Goldstein DE, Little RR, Lorenz RA, Malone JI, Nathan D, Peterson CM: Tests of glycemia in diabetes. Diabetes Care. 1995, 18: 896-909.CrossRefPubMed
35.
go back to reference Paisooksantivatana K, Kongsomgan A, Banyatsuppasin W, Khupulsup K: Influence of hemoglobin E on measurement of hemoglobin A1c by immunoassays. Diabetes Res Clin Pract. 2009, 83: e84-e85. 10.1016/j.diabres.2008.11.021.CrossRefPubMed Paisooksantivatana K, Kongsomgan A, Banyatsuppasin W, Khupulsup K: Influence of hemoglobin E on measurement of hemoglobin A1c by immunoassays. Diabetes Res Clin Pract. 2009, 83: e84-e85. 10.1016/j.diabres.2008.11.021.CrossRefPubMed
36.
go back to reference Krovesdy CP, Sharma K, Kalantar-Zadeh K: Glycemic control in diabetic CKD patients: where do we stand?. Am J Kidney Dis. 2008, 52: 766-777. 10.1053/j.ajkd.2008.04.011.CrossRef Krovesdy CP, Sharma K, Kalantar-Zadeh K: Glycemic control in diabetic CKD patients: where do we stand?. Am J Kidney Dis. 2008, 52: 766-777. 10.1053/j.ajkd.2008.04.011.CrossRef
37.
go back to reference Aekplakorn W, Srivanichakorn S, Sangwatanaroj S: Microalbuminuria and metabolic risk factors in patients with type 2 diabetes in primary care settings in Thailand. Diabetes Res Clin Pract. 2009, 84: 92-98. 10.1016/j.diabres.2008.12.020.CrossRefPubMed Aekplakorn W, Srivanichakorn S, Sangwatanaroj S: Microalbuminuria and metabolic risk factors in patients with type 2 diabetes in primary care settings in Thailand. Diabetes Res Clin Pract. 2009, 84: 92-98. 10.1016/j.diabres.2008.12.020.CrossRefPubMed
38.
go back to reference Fajans SS, Herman WH, Oral EA: Insufficient sensitivity of haemoglobin A1c determination in diagnosis or screening of early diabetic states. Metabolism. 2011, 60: 86-91. 10.1016/j.metabol.2010.06.017.CrossRefPubMed Fajans SS, Herman WH, Oral EA: Insufficient sensitivity of haemoglobin A1c determination in diagnosis or screening of early diabetic states. Metabolism. 2011, 60: 86-91. 10.1016/j.metabol.2010.06.017.CrossRefPubMed
39.
go back to reference Srivanichakorn S, Sukpordee N, Yana T, Sachchaisuriya P, Schelp FP: Health status of diabetes type2 patients in Thailand contradicts their perception and admitted compliance. Prim Care Diabetes. 2011, 5: 195-201. 10.1016/j.pcd.2011.02.005.CrossRefPubMed Srivanichakorn S, Sukpordee N, Yana T, Sachchaisuriya P, Schelp FP: Health status of diabetes type2 patients in Thailand contradicts their perception and admitted compliance. Prim Care Diabetes. 2011, 5: 195-201. 10.1016/j.pcd.2011.02.005.CrossRefPubMed
Metadata
Title
Use of glucometer and fasting blood glucose as screening tools for diabetes mellitus type 2 and glycated haemoglobin as clinical reference in rural community primary care settings of a middle income country
Authors
Benja Muktabhant
Pattara Sanchaisuriya
Pongdech Sarakarn
Worawitaya Tawityanon
Mantana Trakulwong
Songsri Worawat
Frank P Schelp
Publication date
01-12-2012
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2012
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/1471-2458-12-349

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