Key PointsQuestion
What are the potential unrealized opportunities to reduce adverse cardiovascular events among a US military veteran population with coronary artery disease using optimized oral lipid-lowering therapy?
Findings
In this cohort study of 111 954 US military veterans with coronary artery disease documented during an index coronary angiography, lipid-lowering therapy in clinical practice was frequently suboptimal. Optimizing treatment with a high-intensity statin regimen was estimated to reduce the risk of death and cardiovascular events in a clinically meaningful way, with adjunctive use of ezetimibe adding notably to those projected benefits.
Meaning
Substantial opportunities may exist in this population to further reduce cardiovascular risk through optimized use of both the highest-intensity clinically appropriate statin regimen and ezetimibe.
Importance
Many patients with coronary artery disease (CAD) do not achieve the guideline-directed goals for low-density lipoprotein cholesterol (LDL-C) levels.
Objective
To estimate reductions in the rates of adverse events associated with CAD in a large US military veteran population that may be achieved through use of optimized statin therapy alone or with ezetimibe compared with the prevailing lipid-lowering therapy (LLT).
Design, Setting, and Participants
In this observational cohort study, US military veterans with CAD were identified by coronary angiography between June 2015 and September 2020 across 82 US Department of Veterans Affairs health care facilities.
Exposures
The exposures were observed LLT, LLT with an optimized statin regimen, and LLT with optimized statin and ezetimibe.
Main Outcomes and Measures
Observed rates of death, myocardial infarction, stroke, and coronary revascularization, and potential reductions in those outcomes with optimized LLT based on expected further reductions in LDL-C levels and application of formulas from The Cholesterol Treatment Trialists’ Collaboration.
Results
The analysis cohort comprised 111 954 veterans (mean [SD] age, 68.4 [8.8] years; 109 390 men [97.7%]; 91 589 White patients [81.8%]; 17 592 Black patients [15.7%]). The median (IQR) observation period for this study was 3.4 (2.1-4.0) years. At the time of index angiography, 66 877 patients (59.7%) were treated with statin therapy, and 623 patients (0.6%) were treated with ezetimibe. At 6 months, the number of patients with statin prescriptions increased to 74 400 (68.7%), but the number of patients with high-intensity statin prescriptions was only 57 297 (52.9%). At 6 months, ezetimibe use remained low (n = 1168 [1.1%]), and LDL-C levels were 70 mg/dL or more in 56 405 patients (52.1%). At 4 years, observed incidences of death, myocardial infarction, stroke, and coronary revascularization were 21.6% (95% CI, 21.3%-21.8%), 5.0% (95% CI, 4.9%-5.2%), 2.2% (95% CI, 2.1%-2.3%), and 15.4% (95% CI, 15.2%-15.7%), respectively. With optimized statin treatment, projected absolute reductions in these incidences were 1.3% (95% CI, 0.9%-1.7%), 0.8% (95% CI, 0.7%-1.0%), 0.2% (95% CI, 0.1%-0.3%), and 2.3% (95% CI, 2.0%-2.7%), respectively. With optimized statin and ezetimibe treatment, projected absolute reductions were 1.8% (95% CI, 1.2%-2.4%), 1.1% (95% CI, 0.9%-1.3%), 0.3% (95% CI, 0.2%-0.4%), and 3.1% (95% CI, 2.6%-3.6%), respectively.
Conclusions and Relevance
In this cohort study of veterans with CAD, suboptimal LLT was prevalent in the clinical setting. Optimization of statin therapy was projected to produce clinically relevant reductions in the risks of death and cardiovascular events. Despite a lesser lipid-lowering efficacy of ezetimibe, its widespread use on a population level in conjunction with optimized statin therapy may be associated with further meaningful reductions in cardiovascular risk.
Despite international guidelines for low-density lipoprotein cholesterol (LDL-C) reduction among patients with atherosclerotic cardiovascular disease (ASCVD), attainment of LDL-C goals often remains suboptimal in clinical practice.1-3 Consequently, opportunities to reduce the risk of death and ASCVD events remain partially unfulfilled. A meta-analysis by the Cholesterol Treatment Trialists’ (CTT) Collaboration4 of randomized clinical trials with statins demonstrated a consistent association between absolute reduction in LDL-C concentration and relative reduction in risk of death and major vascular events. Data from trials with ezetimibe appear to support this relationship with reasonable fidelity.4-6 Treatment with a high-intensity statin regimen results in an approximate 50% LDL-C reduction, while addition of ezetimibe provides a further 13% to 18% reduction in LDL-C.5,7,8 Ezetimibe is recommended as the first nonstatin agent to prescribe when LDL-C goals are not attained with an optimized statin regimen alone.1,2 However, despite ezetimibe’s safety, tolerability, and low cost, its use remains less than 10% in clinical trial populations.9-11 Optimizing lipid-lowering therapy (LLT) with both statin and ezetimibe treatment therefore offers an efficient strategy to achieve substantial LDL-C reduction and consequent clinical benefit.12-16
We leveraged data from the US Department of Veterans Affairs (VA) health care system to assess the prevalence of LLT and attainment of LDL-C goals in patients with angiographic coronary artery disease (CAD). We also sought to quantify the unrealized opportunity to improve clinical outcomes with optimized statin and ezetimibe therapy. We hypothesize that underutilization of both statins and ezetimibe is responsible for substantial unrealized clinical benefit of LLT.
In this cohort study of US military veterans, data from the VA Clinical Assessment Reporting and Tracking Program were used to identify all patients aged at least 18 years who underwent coronary angiography demonstrating obstructive or nonobstructive CAD from June 1, 2015, to September 30, 2020. Inclusion and exclusion criteria are described in the eMethods in Supplement 1. The analysis was approved by the Colorado Multiple Institutional Review Board, and because data were deidentified, informed consent was waived. The study followed the Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) reporting guideline for cohort studies.17
Baseline LDL-C was established as the measurement in closest temporal proximity to angiography, considering all results 12 months prior (preferred) or 3 months following the procedure (if no preprocedure LDL-C measurement was available). Statin and/or ezetimibe treatment was considered to be active beginning on the 14th day after the release of the prescription to the patient (to account for time to receive the prescription and to achieve steady state LDL-C on treatment) and was considered to remain active for the number of days prescribed plus 14 days. If active LLT status did not change between the date of the nearest LDL-C measurement and the date of the angiography, that LLT and the nearest LDL-C measurement were considered baseline. If active LLT changed between the date of LDL-C measurement and index angiography, baseline LDL-C levels were imputed using the change in LDL-C anticipated from the change in therapy (eTable 1 in Supplement 1).
Observed LDL-C Trajectory and Prescribed LLT
For each patient, LDL-C levels and LLT during the observation period were determined using all available LDL-C and prescription data. Levels of LDL-C were assumed to remain unchanged from the prior measurement until either a new LDL-C measurement was acquired or a change in active LLT was recorded. Each LDL-C measurement was associated with concurrent active LLT as defined previously. The LDL-C values were imputed when the active LLT changed from the regimen associated with the most recent measurement using the expected change in LDL-C with the new regimen (eTable 1 in Supplement 1). Imputed LDL-C values were superseded by the next documented LDL-C measurement.
Projected LDL-C With Optimized LLT
During the observation period, time-varying optimal LDL-C levels were projected for each patient as the observed LDL-C value minus the expected reduction in LDL-C with clinically appropriate optimized statin therapy alone or optimized statin therapy with ezetimibe (eTable 1 in Supplement 1). Optimized statin therapy was individualized (reduced dose or no statin) for patients with relative or absolute contraindications to treatment (eMethods in Supplement 1). For patients without contraindications, optimized statin therapy was considered high-intensity treatment with atorvastatin 80 mg daily, assumed to result in a 54% reduction in LDL-C from an untreated baseline. Treatment with ezetimibe 10-mg was considered an appropriate addition in all cases. Ezetimibe treatment was assumed to result in a further 15% reduction in LDL-C levels from the LDL-C level on an optimized statin regimen.8
The outcomes evaluated were all-cause death, rehospitalization for myocardial infarction, rehospitalization for stroke, and coronary revascularization more than 30 days after the index angiography. All patients had a minimum follow-up period of 30 days and were followed up to death, 4 years, or September 30, 2021, whichever came first.
Standard inferential statistics were used to assess differences between groups. Weighted averages of each patient’s LDL-C levels with observed LLT, optimized statin therapy, and optimized statin therapy with ezetimibe added were calculated in 30-day intervals for the observation period. Linear mixed models with a random intercept for the patient were created across 1000 bootstrap samples to model average LDL-C levels for each treatment scenario. A natural spline with 6 degrees of freedom modeled the association between days following the index angiography and the LDL-C value reflecting each treatment scenario. Within each bootstrap sample at every 6-month time point, the observed cumulative incidence of each clinical outcome was determined, and a rate ratio (RR) per each 38.67 mg/dL (to convert to millimoles per liter, multiply by 0.0259) LDL-C reduction was simulated from a lognormal distribution for each outcome based on the empirical associations derived in the CTT analyses for each outcome of interest.4 This formula:
was then used to calculate the projected cumulative event incidence using the expected reduction in LDL-C levels with optimization of LLT and the observed cumulative incidence for the outcome i at time point j in bootstrap model k using the CTT associations (RRi, j, k; RR per 1 mmol/L reduction in LDL-C levels; eMethods in Supplement 1). The estimated reduction in LDL-C levels and cumulative incidence for each outcome–time point combination was calculated from the average bootstrap results with percentiles 2.5 and 97.5 of the distribution representing the 95% CI. Estimates of the number needed to treat to prevent 1 event were calculated for each outcome. Secondary analyses using similar methods compared patients who presented with acute coronary syndrome (ACS) with those who did not at the time of index angiography.
Statistical, descriptive, and graphical analyses were performed with R statistical software, version 3.5.3 (R Project for Statistical Computing) using packages splines and cmprsk.18 A 2-sided P value of <.05 was considered statistically significant.
A total of 145 722 patients who underwent coronary angiography at 82 VA health care facilities were found to have CAD during the study period. Of these, 10 204 patients were excluded for insufficient data to determine baseline LDL-C levels, 14 327 for nonstandard statin regimens, 2144 for treatment with a proprotein convertase subtilisin/kexin type 9 (PCSK9) inhibitor, 4665 for dialysis dependence, 3840 for estimated glomerular filtration rate of less than 15 mL/min, 22 for being less than 18 years old, and 1836 for death within 30 days of index angiography; reasons were not mutually exclusive. The final analytic cohort comprised 111 954 patients (mean [SD] age, 68.4 [8.8] years; 109 390 men [97.7%]; 91 589 [81.8%] White and 17 592 [15.7%] Black patients; Hispanic patients [n = 5941] comprised 5.3% of the cohort). Because patients from historically marginalized groups may be at risk of poorer medical outcomes, race and ethnicity were determined to open inquiry into measuring and potentially improving those outcomes (eFigure 1 in Supplement 1). The median (IQR) follow-up period for all patients was 3.4 (2.1-4.0) years.
Baseline characteristics of the overall cohort and separately for patients presenting with or without ACS are shown in Table 1. A total of 30 037 patients (26.8%) presented with ACS. Patients with ACS had more comorbidities, higher rates of P2Y12 inhibitor use, and lower rates of β-blocker, calcium channel blocker, and renin-angiotensin system antagonist use compared with patients without ACS. Patients with ACS had more complex coronary anatomy compared with those without ACS based on the VA SYNTAX score (Veterans Affairs Synergy Between Percutaneous Coronary Intervention With Taxus and Cardiac Surgery), a tool to help clinicians grade the complexity of CAD.19,20
At the time of index coronary angiography, 66 877 patients (59.7%) were prescribed a statin, and 39 042 patients (34.9%) were prescribed a high-intensity statin regimen (Figure 1; eTable 2 in Supplement 1). Ezetimibe use was rare (623 [0.6%]). Patients with an ACS presentation vs those without ACS were less likely to be prescribed a statin (52.0% vs 62.6%; P < .001) or a high-intensity statin (30.5% vs 36.5%; P < .001) at baseline. Baseline mean (SD) and median (IQR) LDL-C levels for the cohort were 79.7 (36.4) mg/dL and 74.0 (55.1-96.8) mg/dL, respectively, without significant differences between patients with ACS and without ACS. Baseline LDL-C levels were highest in patients who were treated with no statin and were sequentially lower among patients treated with low-intensity, moderate-intensity, and high-intensity statin therapy (eTable 3 in Supplement 1). Most patients (62 211 [55.6%]) had baseline LDL-C levels of 70 mg/dL or more.
Postbaseline LLT, LDL-C Levels, and Outcomes
The median (IQR) time to first LDL-C measurement after angiography was 135 (57-267) days. At 6 months after index angiography, a postangiography measurement of LDL-C had been made in 66 001 (59.0%) of patients; at 12 months after index angiography, this number was 92 254 (82.4%).
The number of patients prescribed any statin and high-intensity statin treatment regimen increased to 74 400 (68.7%) and 57 297 (52.9%), respectively, at 6 months and then declined to 42 281 (65.7%) and 33 048 (51.4%), respectively, at 3 years (eTable 2 in Supplement 1). Use of ezetimibe remained low throughout the observation period (1168 patients [1.1%] at 6 months and 1104 patients [1.7%] at 3 years). Any statin regimen and high-intensity statin use were higher among patients with ACS vs patients without ACS at most time points. Six months after baseline angiography, mean (SD) and median (IQR) LDL-C levels were 80.4 (42.8) mg/dL and 71.4 (52.0-97.6) mg/dL, respectively, and the number of patients with LDL-C levels of 70 mg/dL or more decreased to 56 405 patients (52.1%). The findings 3 years after baseline were similar (eTable 3 in Supplement 1).
At 12 months, LDL-C levels of more than 70 mg/dL were observed in a higher proportion of Black patients and female patients, whereas LDL-C levels of less than 55 mg/dL were observed in a higher proportion of White, Hispanic, and male patients (eTable 4 in Supplement 1). Patients with LDL-C levels of less than 55 mg/dL had more comorbidities and more frequently had obstructive CAD than patients with LDL-C levels of 55 mg/dL or more. However, the anatomic complexity of CAD, as calculated by the VA SYNTAX score,19,20 was similar among patients with LDL-C levels of less than 55 mg/dL, between 55 mg/dL and 70 mg/dL, and more than 70 mg/dL at 12 months.
During observation of up to 4 years, there were a total of 20 332 deaths, 4663 MIs, 1962 strokes, and 15 229 coronary revascularization procedures. Coronary revascularization was the most common event during years 1 and 2, while death was the most common event during years 3 and 4 (eTable 5 in Supplement 1).
Optimized LLT, Projected LDL-C, and Projected Outcomes
The projected effects of optimized statin therapy alone or with ezetimibe on LDL-C were modeled for each patient in the cohort. A total of 93 915 patients (83.9%) were deemed eligible for an 80-mg atorvastatin dosage daily, and 17 183 patients (15.3%) were deemed eligible for a 20-mg atorvastatin dosage daily. A total of 856 patients (0.76%) were deemed ineligible for statin treatment. The statistical models used measured LDL-C values for 67% and imputed LDL-C values for 33% of the study period. Figure 2 shows the differences in LDL-C levels over time between observed LLT and optimized statin therapy alone or with ezetimibe. Compared with observed LLT, optimized statin treatment alone was associated with a projected mean LDL-C reduction of 21.9 mg/dL at 1 year and a mean LDL-C reduction of 23.0 mg/dL at 3 years. Compared with optimized statin alone, addition of ezetimibe was associated with additional projected mean (SD) LDL-C reduction of 8.7 (0.012) mg/dL at 1 year and 8.7 (0.015) at 3 years, corresponding to total mean (SD) LDL-C reductions of 30.6 (0.083) mg/dL and 31.7 (0.098) mg/dL at 1 and 3 years. Thus, on a cohort level, adding ezetimibe to optimized statin was projected to provide an additional reduction of LDL-C concentration approximately 40% as great as the reduction from augmenting observed statin therapy to optimized statin therapy.
Figure 3 shows the projected absolute reduction in the cumulative incidence of death and cardiovascular events with optimized statin therapy alone or with ezetimibe added, compared with observed LLT. At 1 year, the projected reduction in the incidence of death was 0.36% (95% CI, 0.25%-0.47%) with optimized statin therapy alone and 0.50% (95% CI, 0.34%-0.65%) with optimized statin therapy and ezetimibe (eTable 6 in Supplement 1). At 4 years, these reductions were 1.33% (95% CI, 0.91%-1.75%) and 1.80% (95% CI, 1.24%-2.36%), respectively. Commensurate incremental benefit of ezetimibe was projected for the risks of MI, stroke, and coronary revascularization (eFigure 2 in Supplement 1). The projected absolute reduction in the risk of death with optimized LLT at 4 years was greater among those without ACS vs those with ACS (eTable 7 in Supplement 1).
Table 2 indicates that, under the assumptions of the analysis, 1 death, MI, stroke, or coronary revascularization could be prevented in 4 years by augmenting statin therapy from observed to optimized levels in 76, 121, 488, and 43 patients, respectively. With the further addition of ezetimibe, the same benefits could be achieved through treatment of 56, 91, 363, and 33 patients, respectively.
In this cohort study among US military veterans with CAD, baseline LLT was often suboptimal. Six months after documentation of obstructive or nonobstructive CAD by coronary angiography, nearly one-third of patients remained untreated with a statin, and only slightly more than half received high-intensity statin treatment. Use of ezetimibe was extremely low at baseline and showed little growth over time. Robust modeling identified unrealized opportunities for substantial reductions in death and cardiovascular events through the use of optimized statin treatment, enhanced further with the use of ezetimibe.
Although the LLT used in clinical practice among this cohort of US veterans with CAD was suboptimal, it was superior to the LLT used in a large private-sector cohort of more than 100 000 patients with ASCVD (any statin, 53%; high-intensity statin regimen, 15%) and in a recent NHANES survey cohort of 1176 patients with established ASCVD (any statin, 58%).13,21 Medication copayments, known to be associated with the prescription of medications and patient adherence,22-25 may help explain greater use of evidence-based LLT in veterans. Recipients of VA health care have monthly copayments for atorvastatin and ezetimibe of $0 to $5 (depending on income and service-connected disability rating).26
This analysis found that patients with cardiovascular comorbidities and obstructive CAD were more likely to achieve guideline-recommended LDL-C goals. This suggests that clinicians may prioritize LLT in such patients and underappreciate the potential benefit of LLT in patients with nonobstructive CAD or fewer comorbid conditions.27 The analysis also identified disparities by race, ethnicity, and sex in achievement of LDL-C goals, with less frequent achievement in Black and female patients than in White, Hispanic, and male patients. This finding is congruent with other studies demonstrating lower rates of statin use among Black persons vs White persons, despite a higher burden of cardiovascular disease in some racial and ethnic minority communities.28-30 These findings call for targeted interventions to promote greater equity in the secondary prevention of cardiovascular disease.31
The present analysis identified substantial opportunity to intensify LLT and thus further reduce the risk of death and cardiovascular events in veterans with angiographically proven CAD. In absolute terms, intensification of LLT by optimizing statin therapy was most important, with the addition of ezetimibe projected to contribute notable incremental benefit.
In addition to underuse of statins, the adjunctive use of ezetimibe was low. Similar observations were reported from the GOULD registry and recent clinical trials of PCSK9 inhibitors where use of ezetimibe was less than 10%,9-11,32 despite data identifying ezetimibe as a cost-effective therapy.33,34 Underuse of ezetimibe may reflect its modest benefit when added to statin therapy on MI, stroke, and coronary revascularization and no reduction in death in the IMPROVE-IT trial.5 However a subsequent meta-analysis of LLT trials indicated a consistent reduction in the risk of major vascular events per 38.67 mg/dL reduction in LDL-C levels with statins (RR, 0.78; 95% CI, 0.65-0.94), ezetimibe (RR, 0.79; 95% CI, 0.67-0.93), and PCSK9 inhibitors (RR, 0.80; 95% CI, 0.61-1.04), suggesting that LDL-C reduction drives improved clinical outcomes irrespective of the mechanism of reduction.6 Thus, the low prevalent use of ezetimibe in the current analysis illustrates an opportunity to achieve meaningful incremental clinical benefit by prescribing a relatively weak lipid-lowering agent to a large segment of the population at risk but untreated. Indeed, projected reductions in the 4-year risk of cardiovascular events were approximately 35% greater with optimized statin plus ezetimibe, compared with optimized statin alone (Figure 3; eTable 6 in Supplement 1).
The findings of this study must be interpreted within its limitations. Potential reduction of death with ezetimibe is assumed from its reduction of LDL-C applied to the corresponding CTT formula; however, the only available randomized placebo-controlled trial to date has demonstrated reduction of death by ezetimibe. The CTT formulas were developed from clinical trials in highly selected populations with adjudicated outcomes, which included patients with or without established ASCVD.4 The accuracy of those formulae in the present analysis cohort is uncertain. It is likely that the veteran cohort had different competing risks for death than the trial populations used to derive the CTT formulas, as evidenced by the comparatively high rates of death compared with cardiovascular events apparent in the present results. The administrative data used to ascertain outcomes in the present analysis did not allow for reliable classification of causes of death (ie, cardiovascular). Further, ascertainment of events from administrative data elements may differ from ascertainment by adjudication in clinical trials. Despite these caveats, the CTT formulas have been applied successfully to other observational cohorts.13 Imperfect alignment of laboratory testing with changes in LLT necessitated imputation of some LDL-C values. The mean percentage reduction of LDL-C levels associated with a given dose of atorvastatin or ezetimibe was used to estimate the association of changes in LLT regimens with changes in LDL-C levels; thus, interindividual variability in response to LLT was not considered. Moreover, the analysis assumed that filled and released medications were taken as prescribed and did not consider the potential effects of suboptimal adherence. To the extent that some patients were comanaged by other health care systems, some laboratory, pharmacy, and outcomes data may not have been available, and the potential effects of medications prescribed by non-VA clinicians were not considered. The analysis cohort consisted only of patients who had CAD identified by direct coronary angiography, and thus underestimated the total number of veterans with CAD or other ASCVD who might benefit from intensified LLT. In addition, there was a paucity of women in the analysis cohort, which is consistent with prior studies of the VA population. Furthermore, racial and ethnic minority populations in this VA health care system cohort were not representative of the total US population.
In this cohort study, insufficient LLT was common among veterans with CAD. These patients could potentially reap sizeable reductions in the risks of death and cardiovascular events through widespread use of optimized statin therapy. Ezetimibe is associated with lesser reductions in LDL-C levels than statins, but its use among veterans was much lower than that of statins. Therefore, on a population level, broad adjunctive use of ezetimibe may provide meaningful incremental clinical benefit compared with optimized statin therapy alone.
Accepted for Publication: July 7, 2023.
Published: August 28, 2023. doi:10.1001/jamanetworkopen.2023.29066
Open Access: This is an open access article distributed under the terms of the CC-BY License. © 2023 Kovach CP et al. JAMA Network Open.
Corresponding Author: Gregory G. Schwartz, MD, PhD, Rocky Mountain Regional VA Medical Center, 1700 N Wheeling St, Cardiology 111B, Aurora, CO 80045 (gregory.schwartz@va.gov).
Author Contributions: Drs Kovach and Schwartz had full access to all of the data in the study and take responsibility for the integrity of the data and the accuracy of the data analysis.
Concept and design: Kovach, Mesenbring, Waldo, Schwartz.
Acquisition, analysis, or interpretation of data: Kovach, Mesenbring, Gupta, Glorioso, Ho, Waldo, Schwartz.
Drafting of the manuscript: Kovach, Mesenbring, Gupta, Waldo, Schwartz.
Critical review of the manuscript for important intellectual content: All authors.
Statistical analysis: Mesenbring, Glorioso, Waldo.
Administrative, technical, or material support: Gupta, Waldo.
Supervision: Schwartz.
Conflict of Interest Disclosures: Dr Gupta reported grants from the National Institutes of Health (NIH) during the conduct of the study. Dr Ho reported grants from the National Heart, Lung, and Blood Institute (NHLBI), US Department of Veterans Affairs Health Services Research & Development (VA HSR&D), and University of Colorado School of Medicine. He serves as the Deputy Editor for Circulation: Cardiovascular Quality and Outcomes. Dr Waldo reported grants from Abiomed, Cardiovascular Systems Incorporated, Janssen Pharmaceuticals, NIH/NHLBI, and from VA HSR&D outside the submitted work. Dr Schwartz reported grants from AstraZeneca, Sanofi, Silence Therapeutics, The Medicines Company/Novartis, all paid to the University of Colorado, and grants from the VA outside the submitted work. In addition, Dr Schwartz had a patent for US 62/806,313 (Methods for Reducing Cardiovascular Risk) pending assigned in full to the University of Colorado. No other disclosures were reported.
Funding/Support: This research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors. Dr Gupta was supported by a training grant (5T32HL007822-24) from the NIH.
Role of the Funder/Sponsor: The funder had no role in the design and conduct of the study; collection, management, analysis, and interpretation of the data; preparation, review, or approval of the manuscript; and decision to submit the manuscript for publication.
Data Sharing Statement: See Supplement 2.
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