replication of the declare diabetes trial in healthcare claims

Conditions: Diabetes

Summary: investigators are building an empirical evidence base for real world data through large-scale replication of randomized controlled trials. the investigators' goal is to understand for what types of clinical questions real world data analyses can be conducted with confidence and how to implement such studies.

this is a non-randomized, non-interventional study that is part of the rct duplicate initiative (www.rctduplicate.org) of the brigham and women's hospital, harvard medical school. it is intended to replicate, as closely as is possible in healthcare insurance claims data, the trial listed below/above. although many features of the trial cannot be directly replicated in healthcare claims, key design features, including outcomes, exposures, and inclusion/exclusion criteria, were selected to proxy those features from the trial. randomization is also not replicable in healthcare claims data but was proxied through a statistical balancing of measured covariates according to standard practice. investigators assume that the rct provides the reference standard treatment effect estimate and that failure to replicate rct findings is indicative of the inadequacy of the healthcare claims data for replication for a range of possible reasons and does not provide information on the validity of the original rct finding.

Eligibility criteria:
please see: https://drive.google.com/drive/folders/1wd618wrywyjeaxzfltcuk-vccnb6b-gv for full code and algorithm definitions. eligible cohort entry dates: market availability of dapagliflozin in the u.s. started on january 8, 2014. * for marketscan and medicare: jan 8, 2014-dec 31, 2017 (end of data availability). * for optum: jan 8, 2014-mar 31, 2019 (end of data availability). inclusion criteria: 1. provision of informed consent prior to any study specific procedures (including run-in) 2. female or male aged ≥ 40 years 3. diagnosed with t2dm 4. high risk for cv event defined as having either established cv disease and/or multiple risk factors: - established cv disease (see appendix e for details) or no known cardiovascular disease and at least two cardiovascular risk factors in addition to t2dm, defined as: * age \> 55 years in men and \> 60 in women and presence of at least 1 of the following additional risk factors (see appendix e for details) * dyslipidemia * hypertension * tobacco use 5. wocbp must take precautions to avoid pregnancy throughout the study and for 4 weeks after intake of the last dose. * wocbp must have a negative urine pregnancy test. wocbp include any female who has experienced menarche and who has not undergone successful surgical sterilization (hysterectomy, bilateral tubal ligation or bilateral oophorectomy) or is not postmenopausal. * wocbp must be willing to use a medically accepted method of contraception that is considered reliable in the judgment of the investigator. for inclusion in the optional genetic research, patients must fulfill the criterion specified in exclusion criteria: patients should not meet any exclusion criteria at the time of randomization. if at the time of enrollment, it is known that the patient will not meet criteria after a successful run-in period he/she should not be entered into run in. 1. use of the following excluded medications: * current or recent (within 24 months) treatment with pioglitazone and/or use of pioglitazone for 2 years or more at any time * current or recent (within 12 months) treatment with rosiglitazone * previous treatment with any sglt2 inhibitor * any patient currently receiving chronic (\>30 consecutive days) treatment with an oral steroid at a dose equivalent to oral prednisolone ≥10 mg (e.g., betamethasone ≥1.2 mg, dexamethasone ≥1.5 mg, hydrocortisone ≥40 mg) per day 2. acute cardiovascular event \[e.g., acute coronary syndrome (acs), transient ischemic attack (tia), stroke, any revascularization, decompensated hf, sustained tachycardia \<8 weeks prior to randomization. patients with acute cardiovascular events can be enrolled in the run-in period as long as randomization does not occur within 8 weeks of the event. 3. systolic bp \>180 or diastolic bp \>100 mmhg at randomization 4. diagnosis of type 1 diabetes mellitus, mody, or secondary diabetes mellitus 5. history of bladder cancer or history of radiation therapy to the lower abdomen or pelvis at any time 6. history of any other malignancy within 5 years (with the exception of successfully treated non-melanoma skin cancers) 7. chronic cystitis and/or recurrent urinary tract infections (3 or more in the last year) 8. any conditions that, in the opinion of the investigator, may render the patient unable to complete the study including but not limited to cardiovascular (nyha class iv chf, recurrent ventricular arrhythmias) or non-cardiovascular disease (e.g., active malignancy with the exception of basal cell carcinoma, cirrhosis, chronic lung disease, severe autoimmune disease) and/or a likely fatal outcome within 5 years 9. pregnant or breast-feeding patients 10. involvement in the planning and/or conduct of the study or other dapagliflozin studies (applies to az, bms, hadassah and thrombolysis in myocardial infarction \[timi\] or representative staff and/or staff at the study site) 11. previous randomization in the present study 12. active participation in another clinical study with ip and/or investigational device 13. individuals at risk for poor protocol or medication compliance during run-in period (reasonable compliance defined as 80 - 120%, unless a reason for non-compliance is judged acceptable by the investigator). if for any reason, the investigator believes that the patient will not tolerate or be compliant with ip or study procedures, the patient should not be randomized and considered a run-in failure. patients will be excluded during run-in and should not be randomized if the following are observed from laboratory or observation during enrollment and run-in assessments: 14. hba1c ≥12% or hba1c\<6.5% 15. ast or alt \>3x uln or total bilirubin \>2.5 x uln 16. crcl \< 60 ml/min (based on the cockroft-gault equation) 17. hematuria (confirmed by microscopy at visit 1) with no explanation as judged by the investigator up to randomization. if bladder cancer is identified, patients are not eligible to participate. 18. any reason the investigator believes the patient is not likely to be compliant with the study medication and protocol.