Study Real-world sources RCT sources

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Additional file 2. Summary of real-world and RCT data sources employed in included studies Study Real-world sources RCT sources Cardiology Badano et al, 2003 [15] Bahit et al, 2003 [16] Björklund et al, 2004 [17] Bosch et al, 2008 [19] Inpatients or outpatients with HF included in eight published epidemiological studies TIMI9 registry patients with STEMI not eligible for TIMI9B trial inclusion Patients with MI included in a Swedish register of cardiac intensive care not enrolled in an RCT Patients with NSTEACS included in a prospective observational study Patients enrolled in 27 published RCTs cited in HF clinical guidelines TIMI9B-enrolled patients with STEMI; eligibility criteria from TIMI9B Patients with STEMI enrolled in a double-blind RCT Eligibility criteria from RCTs on the efficacy of intravenous antithrombotic therapy in patients with NSTEACS Collet et al, 2003 [53] Patients with UA/NSTEMI included in an ischemic coronary Seven exclusion criteria from two thrombolysis RCTs 1

syndrome registry Costantino et al, 2009 [21] Patients referred to an HF outpatient clinic Patients included in 16 HF RCTs identified by literature search; eligibility criteria from published HF RCTs Dhruva et al, 2008 [22] Medicare beneficiaries Patients included in studies forming the evidence base for cardiovascular technology assessments Ezekowitz et al, 2012 [24] Fortin et al, 2006 [55] Golomb et al, 2012 [27] Patients included in an acute HF registry (multicenter, retrospective, observational cohort) not enrolled in an RCT Patients included in a representative database of primary care family doctors Subjects included in a population-based observational study on the prevalence of arterial and venous disease Patients in a double-blind RCT in decompensated HF Eligibility criteria used in five RCTs in patients with hypertension listed in management guidelines Subjects enrolled in a double-blind RCT on use of statins in a primary-prevention sample 2

Hutchinson-Jaffe et al, 2010 [29] Koeth et al, 2009 [34] Krumholz et al, 2003 [56] Patients hospitalized for ACS included in four registries (prospective, multicenter, observational studies) not participating in an RCT Patients with STEMI included in a prospective, multicenter, observational data pool Patients with MI included in two registries who met eligibility criteria for an RCT on thrombolysis treatments RCT-enrolled patients included in the same four registries Eligibility criteria from RCTs in patients with STEMI Patients enrolled in the thrombolysis RCT; eligibility criteria from the thrombolysis RCT Lenzen et al, 2005 [35] Patients with HF enrolled in the Euro Heart Survey Eligibility criteria from three large RCTs studying effects of ACEIs, β-blockers, and aldosterone antagonists on mortality Masoudi et al, 2003 [36] National cohort of patients surviving hospitalization for HF Eligibility criteria from three RCTs in HF 3

Melloni et al, 2010 [37] General population with defined cardiovascular diseases (AHA Heart Disease and Stroke Statistics, 2008) Patients enrolled in 156 RCTs cited by the AHA 2007 Women s Prevention Guidelines Steg et al, 2007 [40] Patients hospitalized with STEMI included in a registry RCT-enrolled patients included in the registry; eligibility criteria from three RCTs in coronary reperfusion therapy Steinberg et al, 2007 [62] Patients with STEMI included in a registry RCT-enrolled patients included in the same registry Uijen et al, 2007 [44] Wagner et al, 2011 [65] Mental health Patients with hypertension included in an Academic Network practice population Patients who underwent CABG at medical centers actively participating in an RCT who were eligible but not enrolled in the study Patients in RCTs included in Dutch, British, and European hypertension guidelines; eligibility criteria from these RCTs Patients enrolled in a multicenter CABG surgery RCT 4

Blanco et al, 2008 [18] Goedhard et al, 2010 [26] Hoertel et al, 2013 [28] Keitner et al, 2003 [32] Patients with MDD included in a large nationally representative sample of the US adult population Inpatients with aggression in three long-stay wards at a mental health care institute Patients with DSM-IV bipolar depression or mania included in a large nationally representative sample of the US adult population Patients who inquired about participating in one of two antidepressant efficacy trials Common exclusion criteria from efficacy RCTs in MDD Exclusion criteria from 31 RCTs studying management of aggression as identified by literature search Seven most common exclusion criteria used in RCTs of bipolar depression and acute mania identified by literature review Eligibility criteria from two RCTs in MDD Khan et al, 2005 [33] General US population from the US Census Bureau, 1998 Eligibility criteria from an open-label, multi-dose study in schizophrenia 5

Kushner et al, 2009 [57] Patients with MDD attending a depression clinic Patients with MDD enrolled in an antidepressant efficacy RCT Rabinowitz et al, 2003 [59] Riedel et al, 2005 [60] Patients enrolled in an epidemiological study of patients with first-episode psychosis Patients with schizophrenia matched with RCT patients for DSM-IV diagnosis, gender, and age Patients with first episode psychosis included in a large multinational RCT; exclusion criteria used in the same trial Inpatients with a diagnosis of DSM-IV schizophrenia who had participated in Phase III RCTs on neuroleptics Seemuller et al, 2010 [61] Hospitalized patients with MDD (DSM-IV) Common exclusion criteria from 31 RCTs identified by a systematic literature review Storosum et al, 2004 [41] Hospitalized patients with manic or mixed episode of bipolar disorder Twelve inclusion and exclusion criteria from nine RCTs included in an acute manic episode registration dossier Surman et al, 2010 [42] A community sample of adult patients with ADHD included Patients with ADHD participating in a double-blind RCT; 6

in a naturalistic study eligibility criteria from the same trial Talamo et al, 2008 [63] van der Lem et al, 2011 [64] Wisniewski et al, 2009 [47] Zarin et al, 2005 [49] Inpatients prescribed antipsychotic, antimanic, or moodstabilizing medicines Treatment-seeking outpatients with MDD from a regional healthcare setting Outpatients enrolled in a prospective study in nonpsychotic MDD Patients with bipolar disorder or schizophrenia from a Practice Research Network study Eligibility criteria commonly reported in 21 published RCTs identified by literature search Common exclusion criteria used in antidepressant efficacy trials identified by literature review Eligibility criteria used in placebo-controlled drug registration RCTs Patients from two key published RCTs in bipolar I disorder or schizophrenia cited in practice guidelines; exclusion criteria used in the trials Zetin and Hoepner, 2007 [50] Patients with MDD or bipolar disorder from a single Eleven RCT exclusion criteria derived from 31 7

outpatient fee-for-service private practice antidepressant efficacy studies Zimmerman et al, 2004 [51] Outpatients with MDD from a community-based practice Exclusion criteria from 39 published antidepressant efficacy trials Oncology Baquet et al, 2009 [52] Patients included in the Maryland Cancer Registry Patients included in the Maryland Cancer Registry who were accrued into NCI-sponsored cancer treatment clinical trials in 1999 2002 Clarey et al, 2012 [20] Elting et al, 2006 [23] Patients with advanced NSCLC (stages IIIB and IV) presenting at a large teaching hospital Patients with newly-diagnosed cancer presenting at a University Hospital cancer center Available eligibility criteria from nine Phase III NSCLC targeted therapy trials Patients presenting at a University Hospital cancer center who participated in cancer treatment RCTs 8

Filion et al, 2012 [54] Fraser et al, 2011 [25] Patients with invasive, nonmetastatic breast cancer included in the database at a specialized breast cancer center Patients with breast cancer commencing adjuvant FE100C- D chemotherapy at a regional cancer center and a general hospital Exclusion criteria from nine breast cancer Phase II or III RCTs in the adjuvant and neoadjuvant settings Patients with breast cancer enrolled in an adjuvant chemotherapy RCT; eligibility criteria from the same trial Jennens et al, 2006 [30] Patients included in a malignant neoplasm database Patients with NSCLC or colorectal cancer enrolled in large RCTs Kalata et al, 2009 [31] Patients with stage II or III rectal cancer included in the Rostock Cancer Registry Patients with locally advanced rectal cancer enrolled in an RCT Mengis et al, 2003 [38] Patients with AML diagnosed at a University Hospital Patients with AML treated in five Phase III AML trials; 9

treated outside of a clinical trial protocol eligibility criteria from the trials Mol et al, 2013 [58] Somer et al, 2008 [39] Terschüren et al, 2010 [43] van der Linden et al, 2013 [45] Patients with stage IV colorectal cancer receiving chemotherapy included in the Netherlands Cancer Registry Treatment-naïve patients with advanced stage IV and wet stage III NSCLC at the Fox Chase Cancer Center Incident cases of HL and hgnhl in a large population-based epidemiological survey Patients with LA SCCHN included in a retrospective observational study Patients included in a large Dutch Phase III trial for the treatment of advanced colorectal cancer; eligibility criteria from the trial Eligibility criteria for a unique NSCLC Phase III drug efficacy RCT Patients included in six German multicenter HL RCTs or one multicenter hgnhl RCT; eligibility criteria from the trials Patients with LA SCCHN included in a Phase III RCT 10

Vardy et al, 2009 [46] Yennurajalingam et al, 2013 [48] Patients with stage IIIB (pleural effusion) or stage IV NSCLC registered in a cancer center database Outpatients with advanced locally recurrent or metastatic cancer and fatigue at a palliative care clinic Eligibility criteria for three Phase III chemotherapy RCTs Patients enrolled in five cancer-related fatigue clinical trials Yessaian et al, 2005 [66] Patients with cervical cancer from the NCI SEER database Patients with primary cervical cancer included in eight Phase III RCTs conducted by large US cooperative groups ACEIs: angiotensin-converting enzyme inhibitors; ADHD: attention deficit hyperactivity disorder; AHA: American Heart Association; AML: acute myeloid leukemia; CABG: coronary artery bypass graft; DSM-IV: Diagnostic and Statistical Manual of Mental Disorders; FE100C-D: six cycles of 5-flurouracil, epirubicin, and cyclophosphamide followed by three cycles of docetaxel; HF: heart failure; HL: Hodgkin s lymphoma; hgnhl: high-grade nonhodgkin s lymphoma; LA SCCHN: locallyadvanced squamous cell carcinoma of the head and neck; MDD: major depressive disorder; MI: myocardial infarction; NSCLC: nonsmall cell lung cancer; NCI: National Cancer Institute; NSTEACS: Non-ST-segment elevation acute coronary syndrome; NSTEMI: Non-ST-segment elevation myocardial infarction; RCT: 11

randomized controlled trial; SEER: Surveillance, Epidemiology, and End Results; STEMI: ST-elevation myocardial infarction; TIMI: Thrombolysis in Myocardial Infarction; UA: unstable angina. 12