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Table 1 Characteristics of included reviews

From: Comparative effectiveness and safety of pharmaceuticals assessed in observational studies compared with randomized controlled trials

Review

Disease

Treatment

Comparator

Endpoint

Number of RCTs

Number of Observational Studies

RCT pooled effect estimate (95% CI)

Observational pooled effect estimate (95% CI)

Abuzaid (2018) [17]

Severe aortic stenosis

Dual anti-platelet therapy (DAPT)

Single anti-platelet therapy (SAPT)

30-day all-cause mortality

3

7

RR 1.2 (0.5–2.89)

RR 1.19 (0.74–1.91)

Abuzaid (2018) [17]

Severe aortic stenosis

DAPT

SAPT

Longest reported all-cause mortality

3

7

RR 1.14 (0.54–2.42)

RR 1.06 (0.52–2.18)

Abuzaid (2018) [17]

Severe aortic stenosis

DAPT

SAPT

Major bleeding

3

7

RR 1.74 (0.52–5.82)

RR 2.23 (1.36–3.65)

Agarwal (2019) [18]

Acute coronary syndrome (ACS), coronary artery disease (CAD)

Dual therapy

Triple therapy

Major bleeding

3

3

RR 0.53 (0.38–0.76)

RR 0.88 (0.46–1.67)

Agarwal (2018) [19]

CAD

DAPT

Aspirin

Primary outcome: mid- to long-term (> 30 days) composite of myocardial infarction (MI), stroke, or death

8

4

RR 0.43 (0.17–1.11)

RR 0.85 (0.72–1.01)

An (2019) [20]

Severe aortic stenosis

Antiplatelet

Anticoagulation

Mortality

2

5

RR 0.82 (0.33–2.03)

RR 0.47 (0.18–1.22)

An (2019) [20]

Severe aortic stenosis

Antiplatelet

Anticoagulation

Stroke/transient ischemic attack (TIA)

2

5

RR 0.9 (0.35–2.33)

RR 0.57 (0.31–1.03)

An (2019) [20]

Severe aortic stenosis

Antiplatelet

Anticoagulation

Thromboembolic events

2

5

RR 1.13 (0.51–2.49)

RR 0.71 (0.38–1.32)

An (2019) [20]

Severe aortic stenosis

Antiplatelet

Anticoagulation

Bleeding

2

5

RR 0.34 (0.11–1.04)

RR 0.34 (0.2–0.58)

Chien (2020)* [21]

Multi-drug resistant gram-negative bacteria (MDR-GNB) infections

Colistin

Other antibiotics

Colistin-associated acute kidney injury (CA-AKI)

1

19

OR 2.75 (0.43–17.49)

Not reported

Chien (2020) [21]

MDR-GNB infections

Colistin monotherapy

Colistin combination therapy

Acute kidney injury (AKI)

3

6

OR 1.77 (1.17–2.66)

OR 1.15 (0.76–1.76)

Chopra (2012)* [22]

Pneumonia

Statin therapy

No statin therapy

Unadjusted all-cause mortality following an episode of pneumonia

1

9

OR 0.84 (0.32–2.18)

Not reported

Chopra (2012) [22]

Pneumonia

Statin therapy

No statin therapy

Adjusted all-cause mortality following an episode of pneumonia

1

11

OR 0.84 (0.32–2.18)

OR 0.66 (0.55–0.79)

Desai (2016) [23]

Ankylosing spondylitis, inflammatory bowel diseases, juvenile idiopathic arthritis, plaque psoriasis, psoriatic arthritis, and rheumatoid arthritis

Adalimumab

Etanercept

Discontinuation due to adverse events

1

3

RR 0.83 (0.39–1.78)

Adjusted HR 1.67 (1.26–2.22)

Desai (2016) [23]

Ankylosing spondylitis, inflammatory bowel diseases, juvenile idiopathic arthritis, plaque psoriasis, psoriatic arthritis, rheumatoid arthritis

Adalimumab

Infliximab

Discontinuation due to adverse events

1

5

RR 6.17 (0.78–48.71)

Adjusted HR 0.57 (0.46–0.7)

Gandhi (2015) [24]

Aortic stenosis

DAPT

Mono-antiplatelet therapy (MAPT).

Combined end point of 30-day major stroke, spontaneous MI, all-cause mortality, and combined lethal and major bleeding

2

2

OR 0.98 (0.46–2.11)

OR 3.02 (1.91–4.76)

Ge (2018) [25]

Atrial fibrillation

Novel oral anticoagulants (NOACs)

Vitamin K antagonists (VKAs)

Major bleeding events (Fixed effects model)

4

25

OR 0.3 (0.14–0.62)

OR 0.68 (0.48–0.95)

Ge (2018) [25]

Atrial fibrillation

NOACs

VKAs

Thromboembolic events (Fixed effects model)

4

25

OR 0.14 (0.01–1.3)

OR 0.91 (0.49–1.67)

Heffernan (2020) [26]

Serious infections

β-lactam/aminoglycoside combination therapy

β-lactam monotherapy

All-cause mortality

2

4

OR 3.18 (0.79–12.73)

OR 0.79 (0.64–0.99)

Ho (2013) [27]

Kidney disease (kidney transplant)

Once daily tacrolimus

Twice daily tacrolimus

Biopsy-proven acute rejection (RCT: at 6 months; Observational: mean follow-up ranges from 3 months to 672 months)

4

5

RR 1.18 (0.82–1.68)

RR 0.83 (0.39–1.78)

Ho (2013) [27]

Kidney disease (kidney transplant)

Once daily tacrolimus

Twice daily tacrolimus

Biopsy-proven acute rejection (RCT: at 12 months

Observational: mean follow-up ranges from 3 months to 672 months)

2

5

RR 1.24 (0.93–1.65)

RR 0.83 (0.39–1.78)

Ho (2013) [27]

Kidney disease (kidney transplant)

RCT: twice daily tacrolimus

Observational: once daily tacrolimus

RCT: once daily tacrolimus

Observational: twice daily tacrolimus

Patient survival (RCT: at 6 months

Observational: mean follow-up ranges from 3.5 months to 12 months)

2

2

RR 1.03 (1–1.06)

RR 1.02 (0.94–1.1)

Ho (2013) [27]

Kidney disease (kidney transplant)

RCT: twice daily tacrolimus

Observational: once daily tacrolimus

RCT: once daily tacrolimus

Observational: twice daily tacrolimus

Patient survival (RCT: at 12 months

Observational: mean follow-up ranges from 3.5 months to 12 months)

3

2

RR 0.99 (0.97–1.02)

RR 1.02 (0.94–1.1)

Khan (2019) [28]

CAD

Proton pump inhibitor (PPI)

No PPI

All-cause mortality

3

24

RR 1.35 (0.56–3.23)

RR 1.25 (1.11–1.41)

Kirson (2013)* [29]

Schizophrenia

Depot antipsychotics

Oral antipsychotics

Varies across studies: hospitalization, relapse, discontinuation

5

8

RR 0.89 (0.64–1.22)

Not reported

Land (2017) [30]

Psychiatric illnesses

Clozapine

Control drugs (other antipsychotics)

Hospitalization

3

19

RR 0.62 (0.41–0.94)

RR 0.75 (0.69–0.81)

Li (2016) [31]

Diabetes

Dipeptidyl peptidase-4 (DPP-4) inhibitors

RCT: control

Observational: sulfonylurea (SU)

Heart failure

38

1

OR 0.97 (0.61–1.56)

Unadjusted OR 0.88 (0.22–3.48)

Li (2016) [31]

Diabetes

DPP-4 inhibitors

RCT: control

Observational: SU

Heart failure

38

1

OR 0.97 (0.61–1.56)

Adjusted HR 1.10 (1.04–1.17)

Li (2016) [31]

Diabetes

RCT: DPP-4 inhibitors

Observational: sitagliptin

RCT: control

Observational: SU

Heart failure

38

1

OR 0.97 (0.61–1.56)

Unadjusted OR 0.39 (0.02–6.26)

Li (2016) [31]

Diabetes

RCT: DPP-4 inhibitors

Observational: sitagliptin

RCT: control

Observational: no sitagliptin use

Heart failure

38

1

OR 0.97 (0.61–1.56)

Adjusted OR 0.75 (0.38–1.46)

Li (2016) [31]

Diabetes

DPP-4 inhibitors

RCT: control

Observational: active control

Hospital admission for heart failure

5

6

OR 1.13 (1.00–1.26)

Adjusted OR 0.85 (0.74–0.97)

Li (2016) [31]

Diabetes

DPP-4 inhibitors

RCT: control

Observational: SU

Hospital admission for heart failure

5

3

OR 1.13 (1.00–1.26)

Adjusted HR 0.84 (0.74–0.96)

Li (2016) [31]

Diabetes

DPP-4 inhibitors

RCT: control

Observational: pioglitazone

Hospital admission for heart failure

5

2

OR 1.13 (1.00–1.26)

Adjusted HR 0.67 (0.57–0.78)

Li (2016) [31]

Diabetes

DPP-4 inhibitors

RCT: control

Observational: other oral antidiabetics

Hospital admission for heart failure

5

1

OR 1.13 (1.00–1.26)

Adjusted OR 0.88 (0.63–1.22)

Li (2016) [31]

Diabetes

DPP-4 inhibitors

Control

Hospital admission for heart failure

5

1

OR 1.13 (1.00–1.26)

Adjusted HR 0.58 (0.38–0.88)

Li (2016) [31]

Diabetes

RCT: DPP-4 inhibitors

Observational: sitagliptin

RCT: control

Observational: no sitagliptin use

Hospital admission for heart failure

5

2

OR 1.13 (1.00–1.26)

Adjusted OR 1.41 (0.95–2.09)

Li (2016) [31]

Diabetes

RCT: DPP-4 inhibitors

Observational: sitagliptin

RCT: control

Observational: no sitagliptin use

Hospital admission for heart failure

5

1

OR 1.13 (1.00–1.26)

Adjusted HR 1.21 (1.04–1.42)

Li (2016) [31]

Diabetes

RCT: DPP-4 inhibitors

Observational: sitagliptin

RCT: control

Observational: no sitagliptin use

Hospital admission for heart failure

5

1

OR 1.13 (1.00–1.26)

Adjusted OR 1.84 (1.16–2.92)

Melloni (2015) [32]

Unstable angina/non–ST-segment–elevation myocardial infarction (UA/NSTEMI)

RCT: omeprazole

Observational: any PPI

RCT: placebo

Observational: no PPI

Composite ischemic endpoint at ≈ 1 year

1

20

HR 0.99 (0.68–1.44)

Adjusted HR 1.35 (1.18–1.54)

Melloni (2015) [32]

UA/NSTEMI

RCT: omeprazole

Observational: any PPI

RCT: placebo

Observational: no PPI

Nonfatal MI at ≈ 1 year

1

10

HR 0.92 (0.44–1.9)

HR 1.331 (1.146–1.547)

Miles (2019) [33]

Heart failure

Furosemide

Torsemide

All-cause mortality

5

3

OR 1.12 (0.7–1.8)

OR 0.97 (0.44–2.13)

Miles (2019) [33]

Heart failure

Furosemide

Torsemide

Heart failure readmissions

4

1

OR 2.04 (1.16–3.60)

OR 2.91 (0.78–10.91)

Miles (2019) [33]

Heart failure

Furosemide

Torsemide

New York Heart Association class improvement

7

2

OR 0.91 (0.61–1.35)

OR 0.65 (0.50–0.85)

Mongkhon (2019) [34]

Atrial fibrillation

OAC

Non-OAC

Risk of dementia

1

4

RR 1.31 (0.79–2.18)

RR 0.75 (0.67–0.83)

Mongkhon (2019) [34]

Atrial fibrillation

VKA

Non-VKA

Risk of dementia

1

4

RR 1.31 (0.79–2.18)

RR 0.71 (0.68–0.74)

Raheja (2018) [35]

Aortic stenosis

DAPT

SAPT

All-cause mortality

3

2

RR 1.07 (0.48–2.41)

RR 1.34 (0.51–3.48)

Raheja (2018) [35]

Aortic stenosis

DAPT

SAPT

Stroke or TIA

3

2

RR 0.93 (0.28–3.06)

RR 1.25 (0.32–4.92)

Raheja (2018) [35]

Aortic stenosis

DAPT

SAPT

MI

3

2

RR 3.62 (0.60–21.76)

RR 1.18 (0.14–9.98)

Raheja (2018) [35]

Aortic stenosis

DAPT

SAPT

Major/life-threatening bleeding

3

3

RR 1.75 (0.88–3.50)

RR 3.24 (1.82–5.75)

Ramjan (2014) [36]

HIV

Fixed-dose combination (FDC) antiretroviral therapy (ART)

Separate tablet regimens

Virological suppression

4

2

RR 1.04 (0.98–1.10)

RR 1.07 (0.97–1.18)

Ramjan (2014) [36]

HIV

FDC ART

Separate tablet regimens

Adherence to ART

5

2

RR 1.1 (0.98–1.22)

RR 1.17 (1.07–1.28)

Shi (2014) [37]

Liver cancer

Statins

Placebo/non-use

Liver cancer

1

11

RR 1.06 (0.66–1.71)

RR 0.57 (0.50–0.64)

Teo (2014) [38]

Acute infections

Prolonged infusion, which was defined as administration of either extended infusion or continuous infusion of beta-lactam antibiotics

Identical beta-lactams that were administered as intermittent boluses (20–60 min infusion) according to the manufacturer’s package insert

All-cause in-hospital mortality

10

9

RR 0.83 (0.57–1.21)

RR 0.57 (0.43–0.76)

Teo (2014) [38]

Acute infections

Prolonged infusion, which was defined as administration of either extended infusion or continuous infusion of beta-lactam antibiotics.

Identical beta-lactams that were administered as intermittent boluses (20–60 min infusion) according to the manufacturer’s package insert

Clinical success (cure or improvement)

14

5

RR 1.05 (0.99–1.12)

RR 1.34 (1.02–1.76)

Vinceti (2018) [39]

Cancer

Highest selenium exposure

Lowest selenium exposure

Total (any) cancer incidence

3

7

RR 1.01 (0.93–1.10)

OR 0.72 (0.55–0.93)

Vinceti (2018) [39]

Cancer

Highest selenium exposure

Lowest selenium exposure

Cancer mortality

1

7

RR 1.02 (0.80–1.30)

OR 0.76 (0.59–0.97)

Vinceti (2018) [39]

Colorectal cancer

Highest selenium exposure

Lowest selenium exposure

Colorectal cancer risk

2

1

RR 0.99 (0.69–1.43)

OR 0.80 (0.68–0.94)

Vinceti (2018) [39]

Lung cancer

Highest selenium exposure

Lowest selenium exposure

Lung cancer risk

2

5

RR 1.16 (0.89–1.50)

OR 0.74 (0.43–1.28)

Vinceti (2018) [39]

Breast cancer

Highest selenium exposure

Lowest selenium exposure

Breast cancer risk

1

8

RR 2.04 (0.44–9.55)

OR 1.09 (0.87–1.37)

Vinceti (2018) [39]

Bladder cancer

Highest selenium exposure

Lowest selenium exposure

Bladder cancer risk

2

2

RR 1.07 (0.76–1.52)

OR 0.65 (0.46–0.92)

Vinceti (2018) [39]

Prostate cancer

Highest selenium exposure

Lowest selenium exposure

Prostate cancer risk

4

21

RR 1.01 (0.90–1.14)

OR 0.84 (0.75–0.95)

Wang (2019) [40]

Pneumonia

PPI

No PPI

Pneumonia

10

48

OR 1.13 (0.71–1.78)

OR 1.45 (1.32–1.59)

Wat (2019) [41]

Traumatic brain injury (TBI)

Antiepileptic drugs

Placebo/no treatment

Early seizures after TBI

3

6

RR 0.58 (0.20–1.72)

RR 0.42 (0.29–0.62)

Wong (2017)* [42]

Coronary heart disease/CAD

Macrolides

Placebo/no treatment

Short-term primary outcome (defined as cardiac mortality, cardiovascular mortality, sudden death, cardiac arrest, all-cause mortality, or composite outcomes including death and/or other cardiovascular events or procedures)

5

15

RR 0.99 (0.74–1.34)

Not reported

Wong (2017) [42]

Coronary heart disease/CAD

Macrolides

Placebo/no treatment

Long term primary outcome (defined as cardiac mortality, cardiovascular mortality, sudden death, cardiac arrest, all-cause mortality, or composite outcomes including death and/or other cardiovascular events or procedures)

14

8

RR 1.03 (0.96–1.10)

RR 1.05 (0.91–1.22)

Yang (2019)* [43]

Cancer

Epoetin alfa biosimilar drugs

Epoetin alfa drugs

Mean of hemoglobin increase

1

4

WMD -0.02 (− 0.38–0.34)

WMD 0.07 (− 0.12–0.25)

Yang (2019) [43]

Cancer

Epoetin alfa biosimilar drugs

Epoetin alfa drugs

Hemoglobin response

1

1

RR 1.09 (0.86–1.38)

RR 1.18 (0.87–1.60)

Yang (2019) [43]

Breast cancer

Granulocyte colony-stimulating factor (G-CSF) biosimilar drugs

G-CSF drugs

Febrile neutropenia in cycle 1

5

3

RR 1.14 (0.80–1.63)

RR 1.36 (0.84–2.23)

Yang (2019) [43]

NHL

G-CSF biosimilar drugs

G-CSF drugs

Febrile neutropenia in cycle 1

1

1

RR 0.54 (0.20–1.46)

RR 0.87 (0.20–3.85)

Yang (2019) [43]

Cancer

G-CSF biosimilar drugs (filgrastim biosimilars)

G-CSF drugs

Bone pain

4

4

RR 0.90 (0.78–1.05)

RR 0.86 (0.59–1.24)

Yu (2018) [44]

Non-cardiac vascular disease

Statins

Placebo/no statin treatment

All-cause mortality

3

6

OR 0.62 (0.41–0.92)

OR 0.65 (0.48–0.88)

Yu (2018) [44]

Non-cardiac vascular disease

Statins

Placebo/no statin treatment

Primary patency

1

10

OR 0.39 (0.09–1.65)

OR 0.77 (0.59–0.99)

Yu (2018) [44]

Non-cardiac vascular disease

Statins

Placebo/no statin treatment

Amputation

1

10

OR 0.47 (0.07–2.94)

OR 0.64 (0.50–0.83)

Yu (2018) [44]

Non-cardiac vascular disease

Statins

Placebo/no statin treatment

Cardiovascular events

3

2

OR 0.55 (0.36–0.83)

OR 0.87 (0.16–4.60)

Zhang (2019) [45]

Atrial fibrillation

NOAC

Non-NOAC therapy

Renal impairment

11

3

HR 0.82 (0.71–0.93)

HR 0.64 (0.58–0.69)

Zhao (2018) [46]

CAD

DAPT

SAPT

Any bleeding events

5

8

RR 1.25 (0.98–1.59)

RR 0.87 (0.76–1.01)

Zhao (2018) [46]

CAD

DAPT

SAPT

Minor bleeding events

4

3

RR 1.15 (0.73–1.81)

RR 0.84 (0.37–1.93)

Zhao (2018) [46]

CAD

DAPT

SAPT

Major bleeding events

5

6

RR 1.28 (0.95–1.71)

RR 0.99 (0.66–1.51)

Zhao (2018) [46]

CAD

DAPT

SAPT

Major bleeding events during hospitalization (random effects model)

3

3

RR 1.27 (0.91–1.78)

RR 0.50 (0.12–2.09)

  1. *Not included in the analysis