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Published in: BMC Medical Research Methodology 1/2013

Open Access 01-12-2013 | Research article

Are concomitant treatments confounding factors in randomized controlled trials on intensive blood-glucose control in type 2 diabetes? a systematic review

Authors: Rémy Boussageon, Irène Supper, Sylvie Erpeldinger, Michel Cucherat, Theodora Bejan-Angoulvant, Behrouz Kassai, Catherine Cornu, François Gueyffier

Published in: BMC Medical Research Methodology | Issue 1/2013

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Abstract

Background

Open-label, randomized controlled trials (RCTs) are subject to observer bias. If patient management is conducted without blinding, a difference between groups may be explained by other factors than study treatment. One factor may come from taking concomitant treatments with an efficacy on the studied outcomes. In type 2 diabetes, some antihypertensive or lipid-lowering drugs are effective against diabetic complications. We wanted to determine if these concomitant treatments were correctly reported in articles of RCTs on type 2 diabetes and if they might have influenced the outcome.

Methods

We performed a systematic review using Medline, Embase, and the Cochrane Library (from January 1950 to July 2010). Open-label RCTs assessing the effectiveness of intensive blood-glucose control in type 2 diabetes were included. We chose five therapeutic classes with proven efficacy against diabetes complications: angiotensin-converting enzyme inhibitors (ACEIs), angiotensin II receptor antagonists (AIIRAs), fibrates, statins, and aspirin. Differences between concomitant treatments were considered statistically significant when p < 0.05.

Results

A total of eight open-label RCTs were included, but only three (37.5%) of them published concomitant treatments. In two studies (ACCORD and ADVANCE), a statistically significant difference was observed between the two groups for aspirin (p = 0.02) and ACEIs (p = 0.02).

Conclusions

Few concomitant treatments were published in this sample of open-label RCTs. We cannot completely eliminate an observer bias for these studies. This bias probably influenced the results to an extent that has yet to be determined.
Appendix
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Literature
1.
go back to reference UK Prospective Diabetes Study (UKPDS) Group: Intensive blood-glucose control with sulphonylureas or insulin compared with conventional treatment and risk of complications in patients with type 2 diabetes (UKPDS 33). Lancet. 1998, 352: 837-853.CrossRef UK Prospective Diabetes Study (UKPDS) Group: Intensive blood-glucose control with sulphonylureas or insulin compared with conventional treatment and risk of complications in patients with type 2 diabetes (UKPDS 33). Lancet. 1998, 352: 837-853.CrossRef
2.
go back to reference Nathan DM, Buse JB, Davidson MB, Ferrannini E, Holman RR, Sherwin R, Zinman B, American Diabetes Association: Medical management of hyperglycemia in type 2 diabetes: a consensus algorithm for the initiation and adjustment of therapy. Diabetes Care. 2009, 32: 193-203. 10.2337/dc08-9025.CrossRefPubMedPubMedCentral Nathan DM, Buse JB, Davidson MB, Ferrannini E, Holman RR, Sherwin R, Zinman B, American Diabetes Association: Medical management of hyperglycemia in type 2 diabetes: a consensus algorithm for the initiation and adjustment of therapy. Diabetes Care. 2009, 32: 193-203. 10.2337/dc08-9025.CrossRefPubMedPubMedCentral
3.
go back to reference UK Prospective Diabetes Study (UKPDS) Group: Effect of intensive blood-glucose control with metformin on complications in overweight patients with type 2 diabetes (UKPDS 34). Lancet. 1998, 352: 854-865.CrossRef UK Prospective Diabetes Study (UKPDS) Group: Effect of intensive blood-glucose control with metformin on complications in overweight patients with type 2 diabetes (UKPDS 34). Lancet. 1998, 352: 854-865.CrossRef
5.
go back to reference Ewart RM: The case against agressive treatment of type 2 diabetes: critique of the UK prospective diabetes study. BMJ. 2001, 323: 854-858. 10.1136/bmj.323.7317.854.CrossRefPubMedPubMedCentral Ewart RM: The case against agressive treatment of type 2 diabetes: critique of the UK prospective diabetes study. BMJ. 2001, 323: 854-858. 10.1136/bmj.323.7317.854.CrossRefPubMedPubMedCentral
6.
go back to reference McCormack J, Greenlahg T: Seeing what you want to see in randomised controlled trials : versions and perversions of UKPDS data. BMJ. 2000, 320: 1720-1723. 10.1136/bmj.320.7251.1720.CrossRefPubMedPubMedCentral McCormack J, Greenlahg T: Seeing what you want to see in randomised controlled trials : versions and perversions of UKPDS data. BMJ. 2000, 320: 1720-1723. 10.1136/bmj.320.7251.1720.CrossRefPubMedPubMedCentral
7.
go back to reference Schulz KF, Grimes DA: Blinding in randomised trials: hiding who got what. Lancet. 2002, 359: 696-700. 10.1016/S0140-6736(02)07816-9.CrossRefPubMed Schulz KF, Grimes DA: Blinding in randomised trials: hiding who got what. Lancet. 2002, 359: 696-700. 10.1016/S0140-6736(02)07816-9.CrossRefPubMed
8.
go back to reference Keech A, Simes RJ, Barter P, Best J, Scott R, Taskinen MR, Forder P, Pillai A, Davis T, Glasziou P, Drury P, Kesäniemi YA, Sullivan D, Hunt D, Colman P, d’Emden M, Whiting M, Ehnholm C, Laakso M, FIELD study investigators: Effects of long-term fenofibrate therapy on cardiovascular events in 9795 people with type 2 diabetes mellitus (the FIELD study): randomised controlled trial. Lancet. 2005, 366: 1849-1861.CrossRefPubMed Keech A, Simes RJ, Barter P, Best J, Scott R, Taskinen MR, Forder P, Pillai A, Davis T, Glasziou P, Drury P, Kesäniemi YA, Sullivan D, Hunt D, Colman P, d’Emden M, Whiting M, Ehnholm C, Laakso M, FIELD study investigators: Effects of long-term fenofibrate therapy on cardiovascular events in 9795 people with type 2 diabetes mellitus (the FIELD study): randomised controlled trial. Lancet. 2005, 366: 1849-1861.CrossRefPubMed
9.
go back to reference Keech AC, Mitchell P, Summanen PA, O'Day J, Davis TM, Moffitt MS, Taskinen MR, Simes RJ, Tse D, Williamson E, Merrifield A, Laatikainen LT, D’Emden MC, Crimet DC, O’Connell RL, Colman PG, FIELD study investigators: Effect of fenofibrate on the need for laser treatment for diabetic retinopathy (FIELD study): a randomised controlled trial. Lancet. 2007, 370: 1687-1697. 10.1016/S0140-6736(07)61607-9.CrossRefPubMed Keech AC, Mitchell P, Summanen PA, O'Day J, Davis TM, Moffitt MS, Taskinen MR, Simes RJ, Tse D, Williamson E, Merrifield A, Laatikainen LT, D’Emden MC, Crimet DC, O’Connell RL, Colman PG, FIELD study investigators: Effect of fenofibrate on the need for laser treatment for diabetic retinopathy (FIELD study): a randomised controlled trial. Lancet. 2007, 370: 1687-1697. 10.1016/S0140-6736(07)61607-9.CrossRefPubMed
10.
go back to reference UK Prospective Diabetes Study Group: Tight blood pressure control and risk of macrovascular and microvascular complications in type 2 diabetes: UKPDS 38. BMJ. 1998, 317: 703-713. 10.1136/bmj.317.7160.703.CrossRefPubMedCentral UK Prospective Diabetes Study Group: Tight blood pressure control and risk of macrovascular and microvascular complications in type 2 diabetes: UKPDS 38. BMJ. 1998, 317: 703-713. 10.1136/bmj.317.7160.703.CrossRefPubMedCentral
11.
go back to reference Heart Outcomes Prevention Evaluation Study Investigators: Effects of ramipril on cardiovascular and microvascular outcomes in people with diabetes mellitus: results of the HOPE study and MICRO-HOPE substudy. Lancet. 2000, 355: 253-259.CrossRef Heart Outcomes Prevention Evaluation Study Investigators: Effects of ramipril on cardiovascular and microvascular outcomes in people with diabetes mellitus: results of the HOPE study and MICRO-HOPE substudy. Lancet. 2000, 355: 253-259.CrossRef
12.
go back to reference Collins R, Armitage J, Parish S, Sleight P, Peto R, Heart Protection Study Collaborative Group: Effects of cholesterol-lowering with simvastatin on stroke and other major vascular events in 20536 people with cerebrovascular disease or other high-risk conditions. Lancet. 2004, 363: 757-767.CrossRefPubMed Collins R, Armitage J, Parish S, Sleight P, Peto R, Heart Protection Study Collaborative Group: Effects of cholesterol-lowering with simvastatin on stroke and other major vascular events in 20536 people with cerebrovascular disease or other high-risk conditions. Lancet. 2004, 363: 757-767.CrossRefPubMed
13.
go back to reference Pignone M, Alberts MJ, Colwell JA, Cushman M, Inzucchi SE, Mukherjee D, Rosenson RS, Williams CD, Wilson PW, Kirkman MS, American Diabetes Association: Aspirin for primary prevention of cardiovascular events in people with diabetes: a position statement of the American diabetes association, a scientific statement of the American heart association, and an expert consensus document of the American college of cardiology foundation. Diabetes Care. 2010, 33: 1395-1402. 10.2337/dc10-0555.CrossRefPubMedPubMedCentral Pignone M, Alberts MJ, Colwell JA, Cushman M, Inzucchi SE, Mukherjee D, Rosenson RS, Williams CD, Wilson PW, Kirkman MS, American Diabetes Association: Aspirin for primary prevention of cardiovascular events in people with diabetes: a position statement of the American diabetes association, a scientific statement of the American heart association, and an expert consensus document of the American college of cardiology foundation. Diabetes Care. 2010, 33: 1395-1402. 10.2337/dc10-0555.CrossRefPubMedPubMedCentral
14.
go back to reference Boussageon R, Bejan-Angoulvant T, Saadatian-Elahi M, Lafont S, Bergeonneau C, Kassaï B, Erpeldinger S, Wright JM, Gueyffier F, Cornu C: Effect of intensive glucose-lowering treatment on all cause mortality, cardiovascular death, and microvascular events in type 2 diabetes mellitus: a meta-analysis of randomised controlled trials. BMJ. 2011, 343: d4169-10.1136/bmj.d4169.CrossRefPubMedPubMedCentral Boussageon R, Bejan-Angoulvant T, Saadatian-Elahi M, Lafont S, Bergeonneau C, Kassaï B, Erpeldinger S, Wright JM, Gueyffier F, Cornu C: Effect of intensive glucose-lowering treatment on all cause mortality, cardiovascular death, and microvascular events in type 2 diabetes mellitus: a meta-analysis of randomised controlled trials. BMJ. 2011, 343: d4169-10.1136/bmj.d4169.CrossRefPubMedPubMedCentral
15.
go back to reference UGDP: Effects of hypoglycemic agents on vascular complications in patients with adult-onset diabetes. VIII. Evaluation of insulin therapy: final report. Diabetes. 1982, 31: 1-81. 10.2337/diabetes.31.1.1. UGDP: Effects of hypoglycemic agents on vascular complications in patients with adult-onset diabetes. VIII. Evaluation of insulin therapy: final report. Diabetes. 1982, 31: 1-81. 10.2337/diabetes.31.1.1.
16.
go back to reference Ohkubo Y, Kishikawa H, Araki E, Miyata T, Isami S, Motoyoshi S, Kojima Y, Furuyoshi N, Shichiri M: Intensive insulin therapy prevents the progression of diabetic microvascular complications in Japanese patients with non-insulin dependent diabetes mellitus: a randomized prospective 6 year study. Diab Res Clin Pract. 1995, 28: 103-117. 10.1016/0168-8227(95)01064-K.CrossRef Ohkubo Y, Kishikawa H, Araki E, Miyata T, Isami S, Motoyoshi S, Kojima Y, Furuyoshi N, Shichiri M: Intensive insulin therapy prevents the progression of diabetic microvascular complications in Japanese patients with non-insulin dependent diabetes mellitus: a randomized prospective 6 year study. Diab Res Clin Pract. 1995, 28: 103-117. 10.1016/0168-8227(95)01064-K.CrossRef
17.
go back to reference Abraira C, Colwell J, Nuttall F, Sawin CT, Henderson W, Comstock JP, Emanuele NV, Levin SR, Pacold I, Lee HS: Cardiovascular events and correlates in veterans affairs diabetes feasibility trial. Veterans affairs cooperative study on glycemic control and complications in type II diabetes. Arch Intern Med. 1997, 157: 181-188. 10.1001/archinte.1997.00440230053007.CrossRefPubMed Abraira C, Colwell J, Nuttall F, Sawin CT, Henderson W, Comstock JP, Emanuele NV, Levin SR, Pacold I, Lee HS: Cardiovascular events and correlates in veterans affairs diabetes feasibility trial. Veterans affairs cooperative study on glycemic control and complications in type II diabetes. Arch Intern Med. 1997, 157: 181-188. 10.1001/archinte.1997.00440230053007.CrossRefPubMed
18.
go back to reference The ADVANCE Collaborative Group: Intensive blood glucose control and vascular outcomes in patients with type 2 diabetes. N Engl J Med. 2008, 358: 2560-2572.CrossRef The ADVANCE Collaborative Group: Intensive blood glucose control and vascular outcomes in patients with type 2 diabetes. N Engl J Med. 2008, 358: 2560-2572.CrossRef
19.
go back to reference The ACCORD study group: Effects of intensive glucose lowering in type 2 diabetes. N Engl J Med. 2008, 358: 2545-2559.CrossRef The ACCORD study group: Effects of intensive glucose lowering in type 2 diabetes. N Engl J Med. 2008, 358: 2545-2559.CrossRef
20.
go back to reference Duckworth W, Abraira C, Moritz T, Reda D, Emanuele N, Reaven PD, Zieve FJ, Marks J, Davis SN, Hayward R, Warren SR, Goldman S, McCarren M, Vitek ME, Henderson WG, Huang GD, VADT Investigators: Glucose control and vascular complications in veterans with type 2 diabetes. N Engl J Med. 2009, 360: 129-139. 10.1056/NEJMoa0808431.CrossRefPubMed Duckworth W, Abraira C, Moritz T, Reda D, Emanuele N, Reaven PD, Zieve FJ, Marks J, Davis SN, Hayward R, Warren SR, Goldman S, McCarren M, Vitek ME, Henderson WG, Huang GD, VADT Investigators: Glucose control and vascular complications in veterans with type 2 diabetes. N Engl J Med. 2009, 360: 129-139. 10.1056/NEJMoa0808431.CrossRefPubMed
21.
go back to reference Shichiri M, Kishikawa H, Ohkubo Y, Wake N: Long-term results of the Kumamoto study on optimal diabetes control in type 2 diabetic patients. Diabetes Care. 2000, 23: B21-B29.PubMed Shichiri M, Kishikawa H, Ohkubo Y, Wake N: Long-term results of the Kumamoto study on optimal diabetes control in type 2 diabetic patients. Diabetes Care. 2000, 23: B21-B29.PubMed
22.
go back to reference Thompson SG, Higgins JP: How should Meta-regression analyses be undertaken and interpreted?. Stat Med. 2002, 21: 1559-1573. 10.1002/sim.1187.CrossRefPubMed Thompson SG, Higgins JP: How should Meta-regression analyses be undertaken and interpreted?. Stat Med. 2002, 21: 1559-1573. 10.1002/sim.1187.CrossRefPubMed
23.
go back to reference Sjølie AK, Klein R, Porta M, Orchard T, Fuller J, Parving HH, Bilous R, Chaturvedi N, DIRECT Programme Study Group: Effect of candesartan on progression and regression of retinopathy in type 2 diabetes (DIRECT-protect 2): a randomised placebo-controlled trial. Lancet. 2008, 372: 1385-1393. 10.1016/S0140-6736(08)61411-7.CrossRefPubMed Sjølie AK, Klein R, Porta M, Orchard T, Fuller J, Parving HH, Bilous R, Chaturvedi N, DIRECT Programme Study Group: Effect of candesartan on progression and regression of retinopathy in type 2 diabetes (DIRECT-protect 2): a randomised placebo-controlled trial. Lancet. 2008, 372: 1385-1393. 10.1016/S0140-6736(08)61411-7.CrossRefPubMed
24.
go back to reference Mauer M, Zinman B, Gardiner R, Suissa S, Sinaiko A, Strand T, Drummond K, Donnelly S, Goodyer P, Gubler MC, Klein R: Renal and retinal effects of enalapril and losartan in type 1 diabetes. N Engl J Med. 2009, 361: 40-51. 10.1056/NEJMoa0808400.CrossRefPubMedPubMedCentral Mauer M, Zinman B, Gardiner R, Suissa S, Sinaiko A, Strand T, Drummond K, Donnelly S, Goodyer P, Gubler MC, Klein R: Renal and retinal effects of enalapril and losartan in type 1 diabetes. N Engl J Med. 2009, 361: 40-51. 10.1056/NEJMoa0808400.CrossRefPubMedPubMedCentral
25.
go back to reference Chew EY, Ambrosius WT, Davis MD, Danis RP, Gangaputra S, Greven CM, Hubbard L, Esser BA, Lovato JF, Perdue LH, Goff DC, Cushman WC, Ginsberg HN, Elam MB, Genuth S, Gerstein HC, Schubart U, Fine LJ, ACCORD Study Group: Effects of medical therapies on retinopathy progression in type 2 diabetes. N Engl J Med. 2010, 363: 233-244. Erratum in: N Engl J Med 2011, 364:190CrossRefPubMed Chew EY, Ambrosius WT, Davis MD, Danis RP, Gangaputra S, Greven CM, Hubbard L, Esser BA, Lovato JF, Perdue LH, Goff DC, Cushman WC, Ginsberg HN, Elam MB, Genuth S, Gerstein HC, Schubart U, Fine LJ, ACCORD Study Group: Effects of medical therapies on retinopathy progression in type 2 diabetes. N Engl J Med. 2010, 363: 233-244. Erratum in: N Engl J Med 2011, 364:190CrossRefPubMed
26.
go back to reference Lamanna C, Monami M, Marchionni N, Mannucci E: Effect of metformin on cardiovascular events and mortality: a meta-analysis of randomized clinical trials. Diabetes Obes Metab. 2011, 13: 221-228. 10.1111/j.1463-1326.2010.01349.x.CrossRefPubMed Lamanna C, Monami M, Marchionni N, Mannucci E: Effect of metformin on cardiovascular events and mortality: a meta-analysis of randomized clinical trials. Diabetes Obes Metab. 2011, 13: 221-228. 10.1111/j.1463-1326.2010.01349.x.CrossRefPubMed
27.
go back to reference Mühlhauser I: Follow-up of intensive glucose control in type 2 diabetes. N Engl J Med. 2009, 360: 417-PubMed Mühlhauser I: Follow-up of intensive glucose control in type 2 diabetes. N Engl J Med. 2009, 360: 417-PubMed
28.
go back to reference Holman RR, Matthews DR, Neil HA: Follow-up of intensive glucose control in type 2 diabetes. The authors reply. N Engl J Med. 2009, 360: 418-CrossRef Holman RR, Matthews DR, Neil HA: Follow-up of intensive glucose control in type 2 diabetes. The authors reply. N Engl J Med. 2009, 360: 418-CrossRef
29.
go back to reference Schulz KF, Chalmers I, Hayes RJ, Altman DG: Empirical evidence of bias. Dimensions of methodological quality associated with estimates of treatment effects in controlled trials. JAMA. 1995, 273: 408-412. 10.1001/jama.1995.03520290060030.CrossRefPubMed Schulz KF, Chalmers I, Hayes RJ, Altman DG: Empirical evidence of bias. Dimensions of methodological quality associated with estimates of treatment effects in controlled trials. JAMA. 1995, 273: 408-412. 10.1001/jama.1995.03520290060030.CrossRefPubMed
30.
go back to reference Moher D, Pham B, Jones A, Cook DJ, Jadad AR, Moher M, Tugwell P, Klassen TP: Does quality of reports of randomised trials affect estimates of intervention efficacy reported in meta-analyses?. Lancet. 1998, 352: 609-613. 10.1016/S0140-6736(98)01085-X.CrossRefPubMed Moher D, Pham B, Jones A, Cook DJ, Jadad AR, Moher M, Tugwell P, Klassen TP: Does quality of reports of randomised trials affect estimates of intervention efficacy reported in meta-analyses?. Lancet. 1998, 352: 609-613. 10.1016/S0140-6736(98)01085-X.CrossRefPubMed
31.
go back to reference Wood L, Egger M, Gluud LL, Schulz KF, Jüni P, Altman DG, Gluud C, Martin RM, Wood AJ, Sterne JA: Empirical evidence of bias in treatment effect estimates in controlled trials with different interventions and outcomes: meta-epidemiological study. BMJ. 2008, 336: 601-605. 10.1136/bmj.39465.451748.AD. Epub 2008 Mar 3CrossRefPubMedPubMedCentral Wood L, Egger M, Gluud LL, Schulz KF, Jüni P, Altman DG, Gluud C, Martin RM, Wood AJ, Sterne JA: Empirical evidence of bias in treatment effect estimates in controlled trials with different interventions and outcomes: meta-epidemiological study. BMJ. 2008, 336: 601-605. 10.1136/bmj.39465.451748.AD. Epub 2008 Mar 3CrossRefPubMedPubMedCentral
32.
go back to reference Multiple Risk Factor Trial Research Group: Multiple risk factor intervention trial. Risk factor changes and mortality results. JAMA. 1982, 248: 1465-1477.CrossRef Multiple Risk Factor Trial Research Group: Multiple risk factor intervention trial. Risk factor changes and mortality results. JAMA. 1982, 248: 1465-1477.CrossRef
33.
go back to reference Yudkin J: Hyperglycaemia as a cardiovascular risk factor in diabetes. BMJ. 2008, 372: 1036-1037. Yudkin J: Hyperglycaemia as a cardiovascular risk factor in diabetes. BMJ. 2008, 372: 1036-1037.
34.
go back to reference Gale EAM: The Hawthorne studies – a fable for our time?. QJM. 2004, 97: 439-449. 10.1093/qjmed/hch070.CrossRefPubMed Gale EAM: The Hawthorne studies – a fable for our time?. QJM. 2004, 97: 439-449. 10.1093/qjmed/hch070.CrossRefPubMed
35.
go back to reference Schulz KF, Altman DG, Moher D, CONSORT Group: CONSORT 2010 statement: updated guidelines for reporting parallel group randomised trials. BMJ. 2010, 340: c332-10.1136/bmj.c332.CrossRefPubMedPubMedCentral Schulz KF, Altman DG, Moher D, CONSORT Group: CONSORT 2010 statement: updated guidelines for reporting parallel group randomised trials. BMJ. 2010, 340: c332-10.1136/bmj.c332.CrossRefPubMedPubMedCentral
36.
go back to reference Moher D, Schulz KF, Altman DG: The CONSORT statement: revised recommendations for improving the quality of reports of parallel-group randomised trials. Lancet. 2001, 357: 1191-1194. 10.1016/S0140-6736(00)04337-3.CrossRefPubMed Moher D, Schulz KF, Altman DG: The CONSORT statement: revised recommendations for improving the quality of reports of parallel-group randomised trials. Lancet. 2001, 357: 1191-1194. 10.1016/S0140-6736(00)04337-3.CrossRefPubMed
Metadata
Title
Are concomitant treatments confounding factors in randomized controlled trials on intensive blood-glucose control in type 2 diabetes? a systematic review
Authors
Rémy Boussageon
Irène Supper
Sylvie Erpeldinger
Michel Cucherat
Theodora Bejan-Angoulvant
Behrouz Kassai
Catherine Cornu
François Gueyffier
Publication date
01-12-2013
Publisher
BioMed Central
Published in
BMC Medical Research Methodology / Issue 1/2013
Electronic ISSN: 1471-2288
DOI
https://doi.org/10.1186/1471-2288-13-107

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