Publications

2021

Aggarwal, Rahul, Nicholas Chiu, Eméfah C Loccoh, Dhruv S Kazi, Robert W Yeh, and Rishi K Wadhera. (2021) 2021. “Rural-Urban Disparities: Diabetes, Hypertension, Heart Disease, and Stroke Mortality Among Black and White Adults, 1999-2018.”. Journal of the American College of Cardiology 77 (11): 1480-81. https://doi.org/10.1016/j.jacc.2021.01.032.

Diabetes, Hypertension, Heart Disease, and Stroke Mortality Among Black and White Adults, 1999–2018

Parks, Monica M, Eric A Secemsky, Robert W Yeh, Changyu Shen, Eunhee Choi, Dhruv S Kazi, and Priscilla Y Hsue. (2021) 2021. “Longitudinal Management and Outcomes of Acute Coronary Syndrome in Persons Living With HIV Infection.”. European Heart Journal. Quality of Care & Clinical Outcomes 7 (3): 273-79. https://doi.org/10.1093/ehjqcco/qcaa088.

AIMS: Persons living with HIV (PLWH) have increased cardiovascular mortality, which may in part be due to differences in the management of acute coronary syndromes (ACS). The purpose of this study was to compare the in-hospital and post-discharge management and outcomes of ACS among persons with and without HIV.

METHODS AND RESULTS: This was a retrospective cohort study using data from Symphony Health, a data warehouse. All patients admitted between 1 January 2014 and 31 December 2016 with ACS were identified by International Classification of Diseases billing codes. Multivariate logistic regression models were used to examine in-hospital, 30-day and 12-month event rates between groups. A total of 1 125 126 individuals were included, 6612 (0.59%) with HIV. Persons living with HIV were younger (57.4 ± 10.5 vs. 67.4 ± 12.9 years, P< 0.0001) and had more medical comorbidities. Acute coronary syndrome type did not differ significantly with HIV status. Persons living with HIV were less likely to undergo coronary angiography (35.2% vs. 37.2%, adjusted OR 0.87, 95% CI 0.83-0.92, P < 0.0001), and those with both HIV and STEMI underwent fewer drug-eluting stents (60.1% vs. 68.5%, adjusted OR 0.81, 95% CI 0.68-0.96, P = 0.016). Persons living with HIV had higher adjusted rates of inpatient mortality (OR 1.29, 95% CI 1.15-1.44; P < 0.0001), 30-day readmission (OR 1.18, 95% CI 1.09-1.27; P < 0.0001) and 12-month mortality (OR 1.32, 95% CI 1.22-1.44; P < 0.0001). Twelve months following discharge, PLWH filled cardiac medications at lower rates.

CONCLUSION: In a contemporary cohort of persons hospitalized for ACS, PLWH received less guideline-supported interventional and medical therapies and had worse clinical outcomes. Strategies to optimize care are warranted in this unique population.

Inoue, Kosuke, Jose F Figueroa, Colette DeJong, Yusuke Tsugawa, John Orav, Changyu Shen, and Dhruv S Kazi. (2021) 2021. “Association Between Industry Marketing Payments and Prescriptions for PCSK9 (Proprotein Convertase Subtilisin/Kexin Type 9) Inhibitors in the United States.”. Circulation. Cardiovascular Quality and Outcomes 14 (5): e007521. https://doi.org/10.1161/CIRCOUTCOMES.120.007521.

BACKGROUND: Marketing payments from the pharmaceutical industry to physicians have come under scrutiny due to their potential to influence clinical decision-making. Two proprotein convertase subtilisin/kexin type 9 inhibitors (PCSK9i) were approved by the US Food and Drug Administration in 2015 for reducing low-density lipoprotein cholesterol in high-risk patients, but their initial uptake was limited due to their high-cost and stringent prior authorization requirements. We sought to investigate the association between industry marketing and early adoption of PCSK9i among US physicians.

METHODS: We used nationwide databases of primary care physicians, cardiologists, and endocrinologists treating Medicare beneficiaries to examine the association between PCSK9i-related marketing payments in 2016 and the number of filled PCSK9i prescriptions in 2017, after adjusting for physician characteristics. In subgroup analyses, we stratified our analyses by physician specialty and prior experience with prescribing PCSK9i.

RESULTS: Among 209 840 physicians included in this analysis, 49 341 (24%) physicians received 292 941 PCSK9i-related marketing payments in 2016. The total value of these payments was $19 million, with a median payment of $61 per physician (interquartile range, $25-$132). Most payments (95%) were for meals, with a median of $14 per meal. The receipt of PCSK9i-related payments in 2016 was associated with increased PCSK9i prescription in 2017 (adjusted risk ratio, 3.18 [95% CI, 2.95-3.42]). This association was larger among primary care physicians (adjusted risk ratio, 6.67 [95% CI, 5.87-7.57]) than cardiologists (adjusted risk ratio, 2.00 [95% CI, 1.84-2.16]) and endocrinologists (adjusted risk ratio, 4.06 [95% CI, 2.95-5.59]). The association was observed across all types of payments.

CONCLUSIONS: At a time when few physicians had experience with prescribing PCSK9i under strict prior authorization requirements, industry marketing payments to physicians for PCSK9i, predominantly in the form of meals, were associated with increased PCSK9i prescription in the subsequent year.

Kataruka, Akash, Dhruv Mahtta, Julia M Akeroyd, Ravi S Hira, Dhruv S Kazi, John A Spertus, Deepak L Bhatt, Laura A Petersen, Christie M Ballantyne, and Salim S Virani. (2021) 2021. “Eligibility for Low-Dose Rivaroxaban Based on the COMPASS Trial: Insights from the Veterans Affairs Healthcare System.”. Cardiovascular Drugs and Therapy 35 (3): 533-38. https://doi.org/10.1007/s10557-020-07061-2.

INTRODUCTION: Low-dose rivaroxaban reduced major adverse cardiac and limb events among patients with stable atherosclerotic vascular disease (ASCVD) in the COMPASS trial. The objective of our study was to evaluate the eligibility and budgetary impact of the COMPASS trial in a real-world population.

METHODS: The VA administrative and clinical databases were utilized to conduct a cross-sectional study to identify patients eligible for low-dose rivaroxaban receiving care at all 141 facilities between October 1, 2014 and September 30, 2015. Proportion of patients with stable ASCVD eligible for low-dose rivaroxaban and prevalence of multiple risk enrichment criteria among eligible patients. Pharmaceutical budgetary impact using VA pharmacy pricing. Chi-squared and Student's t tests were used to compare patients eligible versus ineligible patients.

RESULTS: From an initial cohort of 1,248,214 patients with ASCVD, 488,495 patients (39.1%) met trial eligibility criteria. Eligible patients were older (74.2 vs 64.5 years) with higher proportion of hypertension (84.1% vs 82.1%) and diabetes (46.2% vs 32.9) compared with ineligible patients (p < 0.001 for all comparisons). A median of 38.7% (IQR 4.6%) of total ASCVD patients per facility were rivaroxaban eligible. Estimated annual VA pharmacy budgetary impact would range from $0.47 billion to $1.88 billion for 25% to 100% treatment penetration. Annual facility level pharmaceutical budgetary impact would be a median of $12.3 million (IQR $8.0-$16.3 million) for treatment of all eligible patients. Among eligible patients, age greater than 65 years was the most common risk enrichment factor (86.9%). Prevalence of eligible patients with multiple enrichment factors varied from 34.2% (one factor) to 6.2% (four or more).

CONCLUSION: Over one third of patients with stable ASCVD may qualify for low-dose rivaroxaban within the VA. Additional studies are needed to understand eligibility in other populations and a formal cost-effectiveness analysis is warranted.

Wadhera, Rishi K, Jose F Figueroa, Fatima Rodriguez, Michael Liu, Wei Tian, Dhruv S Kazi, Yang Song, Robert W Yeh, and Karen E Joynt Maddox. (2021) 2021. “Racial and Ethnic Disparities in Heart and Cerebrovascular Disease Deaths During the COVID-19 Pandemic in the United States.”. Circulation 143 (24): 2346-54. https://doi.org/10.1161/CIRCULATIONAHA.121.054378.

BACKGROUND: Cardiovascular deaths increased during the early phase of the COVID-19 pandemic in the United States. However, it is unclear whether diverse racial/ethnic populations have experienced a disproportionate rise in heart disease and cerebrovascular disease deaths.

METHODS: We used the National Center for Health Statistics to identify heart disease and cerebrovascular disease deaths for non-Hispanic White, non-Hispanic Black, non-Hispanic Asian, and Hispanic individuals from March to August 2020 (pandemic period), as well as for the corresponding months in 2019 (historical control). We determined the age- and sex-standardized deaths per million by race/ethnicity for each year. We then fit a modified Poisson model with robust SEs to compare change in deaths by race/ethnicity for each condition in 2020 versus 2019.

RESULTS: There were a total of 339 076 heart disease and 76 767 cerebrovascular disease deaths from March through August 2020, compared with 321 218 and 72 190 deaths during the same months in 2019. Heart disease deaths increased during the pandemic in 2020, compared with the corresponding period in 2019, for non-Hispanic White (age-sex standardized deaths per million, 1234.2 versus 1208.7; risk ratio for death [RR], 1.02 [95% CI, 1.02-1.03]), non-Hispanic Black (1783.7 versus 1503.8; RR, 1.19 [95% CI, 1.17-1.20]), non-Hispanic Asian (685.7 versus 577.4; RR, 1.19 [95% CI, 1.15-1.22]), and Hispanic (968.5 versus 820.4; RR, 1.18 [95% CI, 1.16-1.20]) populations. Cerebrovascular disease deaths also increased for non-Hispanic White (268.7 versus 258.2; RR, 1.04 [95% CI, 1.03-1.05]), non-Hispanic Black (430.7 versus 379.7; RR, 1.13 [95% CI, 1.10-1.17]), non-Hispanic Asian (236.5 versus 207.4; RR, 1.15 [95% CI, 1.09-1.21]), and Hispanic (264.4 versus 235.9; RR, 1.12 [95% CI, 1.08-1.16]) populations. For both heart disease and cerebrovascular disease deaths, Black, Asian, and Hispanic populations experienced a larger relative increase in deaths than the non-Hispanic White population (interaction term, P<0.001).

CONCLUSIONS: During the COVID-19 pandemic in the United States, Black, Hispanic, and Asian populations experienced a disproportionate rise in deaths caused by heart disease and cerebrovascular disease, suggesting that these groups have been most impacted by the indirect effects of the pandemic. Public health and policy strategies are needed to mitigate the short- and long-term adverse effects of the pandemic on the cardiovascular health of diverse populations.

Bryant, Kelsey B, Andrew E Moran, Dhruv S Kazi, Yiyi Zhang, Joanne Penko, Natalia Ruiz-Negrón, Pamela Coxson, et al. (2021) 2021. “Cost-Effectiveness of Hypertension Treatment by Pharmacists in Black Barbershops.”. Circulation 143 (24): 2384-94. https://doi.org/10.1161/CIRCULATIONAHA.120.051683.

BACKGROUND: In LABBPS (Los Angeles Barbershop Blood Pressure Study), pharmacist-led hypertension care in Los Angeles County Black-owned barbershops significantly improved blood pressure control in non-Hispanic Black men with uncontrolled hypertension at baseline. In this analysis, 10-year health outcomes and health care costs of 1 year of the LABBPS intervention versus control are projected.

METHODS: A discrete event simulation of hypertension care processes projected blood pressure, medication-related adverse events, fatal and nonfatal cardiovascular disease events, and noncardiovascular disease death in LABBPS participants. Program costs, total direct health care costs (2019 US dollars), and quality-adjusted life-years (QALYs) were estimated for the LABBPS intervention and control arms from a health care sector perspective over a 10-year horizon. Future costs and QALYs were discounted 3% annually. High and intermediate cost-effectiveness thresholds were defined as <$50 000 and <$150 000 per QALY gained, respectively.

RESULTS: At 10 years, the intervention was projected to cost an average of $2356 (95% uncertainty interval, -$264 to $4611) more per participant than the control arm and gain 0.06 (95% uncertainty interval, 0.01-0.10) QALYs. The LABBPS intervention was highly cost-effective, with a mean cost of $42 717 per QALY gained (58% probability of being highly and 96% of being at least intermediately cost-effective). Exclusive use of generic drugs improved the cost-effectiveness to $17 162 per QALY gained. The LABBPS intervention would be only intermediately cost-effective if pharmacists were less likely to intensify antihypertensive medications when systolic blood pressure was ≥150 mm Hg or if pharmacist weekly time driving to barbershops increased.

CONCLUSIONS: Hypertension care delivered by clinical pharmacists in Black barbershops is a highly cost-effective way to improve blood pressure control in Black men.

Shen, Changyu, Enrico G Ferro, Huiping Xu, Daniel B Kramer, Rushad Patell, and Dhruv S Kazi. (2021) 2021. “Underperformance of Contemporary Phase III Oncology Trials and Strategies for Improvement.”. Journal of the National Comprehensive Cancer Network : JNCCN 19 (9): 1072-78. https://doi.org/10.6004/jnccn.2020.7690.

BACKGROUND: Statistical testing in phase III clinical trials is subject to chance errors, which can lead to false conclusions with substantial clinical and economic consequences for patients and society.

METHODS: We collected summary data for the primary endpoints of overall survival (OS) and progression-related survival (PRS) (eg, time to other type of event) for industry-sponsored, randomized, phase III superiority oncology trials from 2008 through 2017. Using an empirical Bayes methodology, we estimated the number of false-positive and false-negative errors in these trials and the errors under alternative P value thresholds and/or sample sizes.

RESULTS: We analyzed 187 OS and 216 PRS endpoints from 362 trials. Among 56 OS endpoints that achieved statistical significance, the true efficacy of experimental therapies failed to reach the projected effect size in 33 cases (58.4% false-positives). Among 131 OS endpoints that did not achieve statistical significance, the true efficacy of experimental therapies reached the projected effect size in 1 case (0.9% false-negatives). For PRS endpoints, there were 34 (24.5%) false-positives and 3 (4.2%) false-negatives. Applying an alternative P value threshold and/or sample size could reduce false-positive errors and slightly increase false-negative errors.

CONCLUSIONS: Current statistical approaches detect almost all truly effective oncologic therapies studied in phase III trials, but they generate many false-positives. Adjusting testing procedures in phase III trials is numerically favorable but practically infeasible. The root of the problem is the large number of ineffective therapies being studied in phase III trials. Innovative strategies are needed to efficiently identify which new therapies merit phase III testing.

Agboola, Foluso, Grace A Lin, Dhruv S Kazi, Avery McKenna, and Steven D Pearson. (2021) 2021. “The Effectiveness and Value of Bempedoic Acid and Inclisiran for Heterozygous Familial Hypercholesterolemia and Secondary Prevention of ASCVD.”. Journal of Managed Care & Specialty Pharmacy 27 (7): 961-66. https://doi.org/10.18553/jmcp.2021.27.7.961.

DISCLOSURES: Funding for this summary was contributed by Arnold Ventures, California Health Care Foundation, The Donaghue Foundation, Harvard Pilgrim Health Care, and Kaiser Foundation Health Plan to the Institute for Clinical and Economic Review (ICER), an independent organization that evaluates the evidence on the value of health care interventions. ICER's annual policy summit is supported by dues from AbbVie, Aetna, America's Health Insurance Plans, Anthem, Alnylam, AstraZeneca, Biogen, Blue Shield of CA, Boehringer-Ingelheim, Cambia Health Services, CVS, Editas, Evolve Pharmacy, Express Scripts, Genentech/Roche, GlaxoSmithKline, Harvard Pilgrim, Health Care Service Corporation, HealthFirst, Health Partners, Humana, Johnson & Johnson (Janssen), Kaiser Permanente, LEO Pharma, Mallinckrodt, Merck, Novartis, National Pharmaceutical Council, Pfizer, Premera, Prime Therapeutics, Regeneron, Sanofi, Spark Therapeutics, uniQure, and United Healthcare. Agboola, McKenna, and Pearson are employed by ICER. Lin and Kazi received funding from ICER for work on this report.