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Table 1 Main features of studies included in the systematic literature review

From: The risk of heart failure associated with the use of noninsulin blood glucose-lowering drugs: systematic review and meta-analysis of published observational studies

Author, year

Source population, study period

Study design, population, age

Diabetes Type 2 population definition

Study endpoint ascertainment (Number of cases)

Case validation

Exposure assessment

Exposure recency

Exposure Group(s) (n) vs. reference group (n)

A: Comparison(s) Contributing to Meta-analysis

B: Other Reported Comparison(s)

Studies included in the meta-analysis (n = 12)

Chou [33]

Taiwan Longitudinal Health Insurance Database 1998-2006

Cohort N = 7725 < 110 years

ICD-9 code 250.xx in the study period with prescriptions for glitazones

Incident outpatient and emergency department diagnoses of nonfatal HF (ICD-9: 428 and diuretic use) (N = 356)

None

Prevalent and new users Dispensed prescriptions

Current, continuous use of more than 120 days in last 180 days after index date of cohort inclusion

A: Rosiglitazone (n = 6048) vs. pioglitazone (n = 1677); as add-on treatment to other medications

Graham [34]

Medicare, USA 2006-2009

Cohort N = 227571 ≥ 65 years

First prescriptions for glitazones

Hospitalization for HF (ICD-9: 402.x1; 404.x3; 428) (N = 3307)

External; PPV: range, 85%-96%

New users Dispensed prescriptions

Current, continuous use including 7 days gap

A: Rosiglitazone (n = 67593) vs. pioglitazone (n = 159978)

Horsdal [35]

Danish National Registries, Denmark 1996-2004

Cohort N = 8494 Patients hospitalized for AMI receiving monotherapy with OHA

Subjects were classified as with T1DM and excluded if they were younger than 30 years at the time of their first related prescription or diagnosis and had never received a prescription for an oral glucose-lowering drug. Subjects with T2DM were those with codes for diabetes mellitus who had not received pharmacotherapy, or had received prescriptions for oral glucose-lowering drugs, or were older than 30 years when they had their first diagnostic code or prescription.

Hospital admission for HF (ICD-10: I11.0, I13.0, I13.2, I25.5, I42.0, I42.7, I42.8, I42.9, I50.0, I50.1, I50.9) within 1 year of AMI (N = NR)

None

Prevalent and new users Dispensed prescriptions

At least one prescription of study drug within 90 days before hospitalization

A: Metformin monotherapy (n = 396) vs. SU monotherapy (n = 2382)

Hsiao [36]

Taiwan Longitudinal Health Insurance Database 2001-2005

Cohort N = 473483 Age, NR

Subjects with their first ambulatory visit with ICD-9-CM code 250.xx who were prescribed oral blood glucose lowering agents at least three times. Subjects were excluded if they had T1DM (ICD-9-CM codes 250.x1) or if they had been prescribed insulin only during the study period.

Hospitalization for HF (ICD-9: 428, 402.01, 402.11, 402.91; 404) (N = 2530)

None

New users Dispensed prescriptions

Current, continuous use during study period

A: Pioglitazone monotherapy (n = 495) or rosiglitazone monotherapy (n = 2093) vs. metformin-based therapy (n = 46444) and vs. SU-based therapy (n = 97651) B: Pioglitazone + SU + metformin (n = 9510) vs. Rosiglitazone + SU + metformin (n = 39962) Pioglitazone + metformin (n = 774) vs. Rosiglitazone + metformin (n = 2408) Pioglitazone + SU (n = 1231) vs. Rosiglitazone + SU (n = 5141)

Juurlink [37]

Ontario diabetes database, Canada 2002-2008

Cohort N = 39736 ≥ 66 years

First prescription for a glitazone.

Hospitalization for HF (ICD-10: I50) (N = 1330)

External; PPV ≈ 90%

New users Dispensed prescriptions

Current use, if refill occurred < 1.5 times the days’ supply of the preceding glitazone claim

A: Pioglitazone (n = 16951) vs. rosiglitazone (n = 22785)

Karter, [38]

Kaiser Permanente, diabetes registry, USA 1999-2001

Cohort N = 23440 Age, mean (SD): 58.9 (12.3) years

Diagnosis of T2DM in the Kaiser Permanente Northern California Diabetes Registry, initiation of diabetes treatment, and at least one refill of the initial drug.

Incident; excluded within 5 years prior to baseline outpatient, emergency or hospital discharge diagnoses of CHF Hospitalization for CHF (ICD-9: 428; 401.91, 402.01, 402.11, 402.91; 404.01, 404.03, 404.11, 404.13, 404.93, 425.1, 425.4, 425.5, 425.7) (N = 320)

External, PPV = 97%

New users Dispensed prescriptions

Current, continuous use during study period

A: Pioglitazone (n = 3556) or metformin (n = 11937) vs. SU (n = 5921) as single index therapy but with other maintenance therapy

Koro [39]

GPRD, United Kingdom 1987-2001

Nested case–control N = 9089 ≥ 30 years

The cohort follow-up started with the earliest diagnosis of T2DM in the electronic medical record.

First ever diagnosis of CHF according to GPs recorded OXMIS/Read codes (N = 1301)

External

Prevalent and new users Prescriptions issued

Current use in last 3 months before index date (case date or matched date for controls)

A: Metformin (152 cases; 915 controls) or metformin + SU (177 cases, 817 controls) vs. SU (591 cases, 3547 controls)

Loebstein [40]

Maccabi Healthcare Services, Israel 2000-2007

Cohort N = 15436 Age, mean (SD): 59.1 (11.4) years

Subjects in the Maccabi diabetes registry with prescriptions for rosiglitazone or metformin for at least 6 months.

Hospitalization for HF (wrong code reported as ICD-9 150) (N = NR)

None

Prevalent and new users Dispensed prescriptions

Current, continuous use within study period with gaps not longer than 3 months

A: Rosiglitazone monotherapy (n = 745) or in combination with metformin (n = 2753) vs. metformin monotherapy (n = 11938) (Formulary restriction for rosiglitazone only if not adequate control after SU, metformin, or both)

McAlister [41]

Saskatchewan Health beneficiaries, Canada 1991-1996

Cohort N = 5631 ≥ 30 years

New prescription for an oral blood glucose-lowering drug. The authors describe the study population as subjects with recent onset of diabetes.

Incident during prior 3 years Hospitalization for CHF or physician visit with HF diagnosis (ICD-9: 428) (N = 981)

External

New users Dispensed prescriptions

At least one prescription for an OHA

A: SU (glyburide, chlorpropamide or tolbutamide) monotherapy (n = 4162) vs. metformin monotherapy (n = 1469)

Tzoulaki, [42]

GPRD, United Kingdom 1990-2005

Cohort N = 91521 35-90 years

One episode of care associated with a clinical or referral event for diabetes and prescriptions for oral blood glucose-lowering treatment.

First ever diagnosis of CHF according to Read codes (N = 6900)

External; confirmed 83% of the CHF diagnoses

Prevalent and new users Prescriptions issued

Current, continuous intervals of use within the study period

A: First-generation SU monotherapy (n = 6053) or second-generation SU monotherapy (n = 58095) or rosiglitazone monotherapy (n = 8442) and combination therapy (n = 9640) or pioglitazone including monotherapy and combination therapy (n = 3816) vs. metformin (n = 68181) B: Glibenclamide or gliclazide or glimepiride or glipizide or gliquidone vs. metformin (n = 68181)

Wertz [43]

HealthCore Integrated Research Database, USA 2001-2005

Cohort N = 36628 ≥ 18 years

First prescription for glitazones.

Hospitalizations for AHF (ED visits included) (ICD-9: 402.01, 402.11, 402.91; 404.01, 404.03, 404.11, 404.13, 404.91, 404.93) (N = 508)

None

New users Dispensed prescriptions

Current use, if refill occurred < 1.5 times the days’ supply of the preceding claim for TZD

A: Rosiglitazone (n = 14469) vs. pioglitazone (n = 14469)

Winkelmayer [44]

Medicare, New Jersey, USA 1999-2005

Cohort N = 28361 > 65 years

First prescription for a glitazone, regardless of previous treatment with other diabetes drug.

Hospitalization for CHF (ICD-9: 428) (N = 1259)

External PPV = 94%

New users Dispensed prescriptions

Current, continuous use until 60 days after the supply date of their most recently filled prescription duration or until switching to other TZD

A: Rosiglitazone (n = 14101) vs. pioglitazone (n = 14260)

Studies reviewed but not included in the meta-analysis (n = 8)

Delea [45]

Pharmetrics integrated outcomes database USA 1997-2001

Cohort N = 33544 ≥ 18 years

Subjects with one or more claims with ICD-9 codes 250.x0 or 250.x2 and one or more prescriptions for oral blood glucose-lowering drugs (first prescription in the case of glitazones).

First ever inpatient or outpatient claim for CHF (ICD-9-CM: 402.11, 402.91, 428, 428.0, 428.1, 428.9) (N = 423)

None

New users Dispensed prescriptions

Current, continuous use with permitted gaps of 90 days after the last refill

A: NA B: Troglitazone or rosiglitazone or pioglitazone (n = 5441) vs. other OHA or vs. non-TZD noninsulin OHA or vs. no use of TZD (n = 28103)

Habib [46]

Henry Ford, USA 2000-2006

Cohort N = 19171 > 18 years

Subjects with one or more claims with ICD-9 code 250.xx and one or more prescriptions for oral blood glucose-lowering drugs.

Hospitalization for CHF (codes not reported) (N = 2725) All-cause mortality

None

Prevalent and new users Dispensed prescriptions

Days’ supply of medication dispensed in a 6-month period divided by the number of days

A: NA B: Rosiglitazone, pioglitazone, or rosiglitazone + pioglitazone(n = 4580) vs. other OHA or vs. nonuse of TZD (n = 14591)

Hartung, [47]

Medicaid USA 1999-2001

Case–control N = 1940 ≥ 18 years

Subjects were eligible as cases or controls if they had one or more records with ICD-9 code 250.xx as primary diagnosis and one or more prescriptions for oral blood glucose-lowering drugs.

Hospitalization for HF (DRG 127.xx) (N = 288) (Controls: hospitalizations for other conditions)

None

Prevalent and new users Dispensed prescriptions

Current, at least use of one prescription within 60 days before index hospitalization for cases and controls

A: NA B: TZD (n = 275) vs. nonuse of TZD (n = 1665) B: TZD (n = 275) vs. nonuse of TZD (n = 1665)

Horsdal [48]

Danish National Registries, Denmark 1996-2004

Cohort N = 3930 Patients aged ≥ 30 years hospitalized for AMI

At least one prescription for a sulfonylurea in the 90 days before hospitalization for myocardial infarction.

Hospital admission for HF within 1 year of AMI (ICD 10: I11.0, I13.0, I13.2, I25.5, I42.0, I42.6-I42.9, I50.0, I50.1, I50.9) (N = 329)

External

Prevalent and new users Dispensed prescriptions

Use of at least one prescription of study drug within 90 days before the index hospitalization for AMI

A: NA B: Gliclazide (n = 216) or glimepiride (n = 906) or glipizide (n = 616) or glibenclamide (n = 1238) vs. tolbutamide (n = 472)

Hsiao [49]

Taiwan Longitudinal Health Insurance 2001-2005

Cohort N = 8139 Patients hospitalized for CHF and prescribed either TZD or SU monotherapy

At least one code for T2DM (ICD-9 code 250.xx [sic]). Subjects were excluded if they had T1DM (mechanism for identification not explained) or if they only had prescriptions for insulin during the study period (description not clear).

Hospital readmission for HF (ICD-9: 428, 402.01, 402.11, 402.91, 404.01, 404.03, 404.11, 404.13, 404.91, 404.92) (N = 2536)

None

Prevalent and new users Dispensed prescriptions

Cumulative use (DDD) since index hospitalization

A: NA B: TZD (n = 7023) vs. SU (n = 204)

Lipscombe [50]

Ontario Health Care Database, Canada 2002-2006

Nested case–control N = 159026 ≥ 66 years

Subjects registered in the Ontario Diabetes Database were followed since their last prescription for an oral hypoglycemic agent.

Hospitalization for CHF or emergency visit (ICD 10: I50) (N = 12491)

External

Prevalent and new users Dispensed prescriptions

Current, use in last 14 days before index date (admission date and corresponding date for matched controls)

A: NA B: Rosiglitazone or pioglitazone monotherapy or combination (n = 1692) vs. other OHA monotherapy or combination (n = 87253)

Rajagopalan [51]

Pharmetrics integrated outcomes database USA 1999-2002

Cohort N = 3336 ≥ 18 years

Subjects with one or more claims with ICD-9 code 250.x0 or 250.x2 and/or “evidence of use of antidiabetic medications who began receiving pioglitazone or insulin” during the study period.

First ever, ≥ 1 provider or facility claim with diagnosis of CHF or ≥ 1 inpatient claim with CHF diagnosis (n = NR)

None

New users Dispensed prescriptions

Continuous use for ≥ 90 days of the index therapy

A: NA B: Pioglitazone (n = 1668) vs. insulin as monotherapy or with metformin or SU (n = 1668)

Toprani [52]

USA Veterans Administration 1999-2004

Cohort N = 3956 (only males)

Subjects with one more records with ICD-9 code 250.xx and one or more prescriptions for thiazolidinediones.

First ever, at least one inpatient or outpatient visit with a recorded diagnosis of CHF (ICD-9: 428) (N = 1157)

None

Prevalent and new users Dispensed prescriptions

Users of at least 2 OHAs

A: NA B: TZD vs. non-TZD OHAs (n = not provided)

  1. AHF = acute heart failure; AMI = acute myocardial infarction; CHF = congestive heart failure; DRG = diagnosis-related group; ED = emergency department; GPRD = General Practice Research Database (now the Clinical Practice Research Datalink [CPRD]); HF = heart failure; ICD = International Classification of Diseases; ICD-10 = International Statistical Classification of Diseases and Related Health Problems, 10th Revision; ICD-9 = International Classification of Diseases, 9th Revision; ICD-9-CM = International Classification of Diseases, 9th Revision, Clinical Modification; NA = not applicable; NHI = National Health Insurance; NR = not reported; OHA = oral hypoglycemic agent; PPV = positive predictive value; SD = standard deviation; SU = sulfonylurea(s); T1DM = type 1 diabetes mellitus; T2DM = type 2 diabetes mellitus; TZD = thiazolidinedione(s); USA = United States of America.
  2. Note: When it is not indicated that the endpoint is the first ever identified, the study included patients with and without prior history of the study endpoint.