Last data update: Dec 02, 2024. (Total: 48272 publications since 2009)
Records 1-6 (of 6 Records) |
Query Trace: Yang PK[original query] |
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Type 1 diabetes genetic risk in 109,954 veterans with adult-onset diabetes: The Million Veteran Program (MVP)
Yang PK , Jackson SL , Charest BR , Cheng YJ , Sun YV , Raghavan S , Litkowski EM , Legvold BT , Rhee MK , Oram RA , Kuklina EV , Vujkovic M , Reaven PD , Cho K , Leong A , Wilson PWF , Zhou J , Miller DR , Sharp SA , Staimez LR , North KE , Highland HM , Phillips LS . Diabetes Care 2024 OBJECTIVE: To characterize high type 1 diabetes (T1D) genetic risk in a population where type 2 diabetes (T2D) predominates. RESEARCH DESIGN AND METHODS: Characteristics typically associated with T1D were assessed in 109,594 Million Veteran Program participants with adult-onset diabetes, 2011-2021, who had T1D genetic risk scores (GRS) defined as low (0 to <45%), medium (45 to <90%), high (90 to <95%), or highest (≥95%). RESULTS: T1D characteristics increased progressively with higher genetic risk (P < 0.001 for trend). A GRS ≥ 90% was more common with diabetes diagnoses before age 40 years, but 95% of those participants were diagnosed at age ≥40 years, and they resembled T2D in mean age (64.3 years) and BMI (32.3 kg/m2). Compared with the low risk group, the highest-risk group was more likely to have diabetic ketoacidosis (low 0.9% vs. highest GRS 3.7%), hypoglycemia prompting emergency visits (3.7% vs. 5.8%), outpatient plasma glucose <50 mg/dL (7.5% vs. 13.4%), a shorter median time to start insulin (3.5 vs. 1.4 years), use of a T1D diagnostic code (16.3% vs. 28.1%), low C-peptide levels if tested (1.8% vs. 32.4%), and glutamic acid decarboxylase antibodies (6.9% vs. 45.2%), all P < 0.001. CONCLUSIONS: Characteristics associated with T1D were increased with higher genetic risk, and especially with the top 10% of risk. However, the age and BMI of those participants resemble people with T2D, and a substantial proportion did not have diagnostic testing or use of T1D diagnostic codes. T1D genetic screening could be used to aid identification of adult-onset T1D in settings in which T2D predominates. |
Trends and characteristics of blood pressure prescription fills before and during the COVID-19 pandemic in the United States
Yang PK , Park SY , Jackson SL , Attipoe-Dorcoo S , Gray E , Ritchey MD , Sperling LS . Am J Hypertens 2023 36 (8) 439-445 BACKGROUND: The COVID-19 pandemic disrupted healthcare in the United States and raised concerns about certain antihypertensives, and may have impacted both prescribing practices and access to blood pressure (BP) medications. METHODS: We assessed trends in BP prescription fills before and during the first year of the COVID-19 pandemic, using cross-sectional data for BP fills and tablets in the IQVIA (IMS Health) National Prescription Audit® database. Drugs filled via retail (92% coverage), mail-order (78% coverage), and long-term care (72% coverage) channels from January 2018 through December 2020 were included. Data were projected nationally and by state. RESULTS: Between 2.9 to 3.4 billion BP tablets were dispensed monthly until February 2020, increasing sharply to 3.8 billion in March 2020 and declining to 3.4 billion in April, then increasing at three-month intervals until December 2020. The number of tablets per fill increased slightly over time, with the largest increase (from 66.7 to 68.6) during February-March, 2020. Tablets were dispensed through retail channels (99.7 billion), mail-order (14.7 billion), and long-term care (5.3 billion). Rates of patients initiating new medications decreased during 2020 compared to prior years. Fills did not vary significantly by drug class. CONCLUSIONS: A sharp increase in BP fills occurred with COVID-19 emergence, suggesting patients may have secured medications in preparation for potential access limitations. A decrease in new fills, indicating decreased initiation and/or modification of treatment regimens, suggests need for efforts to re-engage patients in the healthcare system and provide alternative ways to obtain medication refills and adjustments. |
Trends in lipid-lowering prescriptions: Increasing use of guideline-concordant pharmacotherapies, U.S., 20172022
Sekkarie A , Park S , Therrien NL , Jackson SL , Woodruff RC , Attipoe-Dorcoo S , Yang PK , Sperling L , Loustalot F , Thompson-Paul AM . Am J Prev Med 2022 64 (4) 561-566 INTRODUCTION: Almost one third of U.S. adults have elevated low-density lipoprotein cholesterol, increasing their risk of atherosclerotic cardiovascular disease. The 2018 American College of Cardiology/American Heart Association Multisociety Cholesterol Management Guideline recommends maximally tolerated statin for those at increased atherosclerotic cardiovascular disease risk and add-on therapies (ezetimibe and PCSK9 inhibitors) in those at very high risk and low-density lipoprotein cholesterol ≥70 mg/dL. Prescription fill trends are unknown. METHODS: Using national outpatient retail prescription data from the first quarter of 2017 to the first quarter of 2022, authors determined counts of patients who filled low-, moderate-, or high-intensity statins alone and with add-on therapies. The overall percentage change and joinpoint regression were used to assess trends. Analyses were conducted in March 2022-May 2022. RESULTS: During the first quarter of 2017 to the first quarter of 2022, patients filling a statin increased by 25.0%, with the greatest increase in high-intensity statins (64.1%, range=6.6-10.9 million). Low-intensity statins decreased by 29.2% (range=3.3-2.4 million). Concurrent fills of high-intensity statin and ezetimibe rose by 210% to 579,012 patients by the first quarter of 2022, with an increase in slope by the first quarter of 2019 for all statin intensities (p<0.01). Concurrent fills of a statin and PCSK9 inhibitor increased to 2,629, 16,169, and 28,651 by the first quarter of 2022 for low-, moderate-, and high-intensity statins, respectively. For patients on all statin intensities and PCSK9 inhibitor, there were statistically significant increases in slope in the second quarter of 2019 and decreases in the first quarter of 2020. CONCLUSIONS: Patients filling moderate- and high-intensity statins and add-on ezetimibe and PCSK9 inhibitors have increased, indicating uptake of guideline-concordant lipid-lowering therapies. Improvements in the initiation and continuity of these therapies are important for atherosclerotic cardiovascular disease prevention. |
Prescription smoking-cessation medication fills and spending, 2009-2019
Jackson SL , Tsipas S , Yang PK , Ritchey MD , Loustalot F , Wozniak G , Wang X . Am J Prev Med 2022 62 (6) e351-e355 INTRODUCTION: Smoking is the leading cause of preventable disease and death. However, effective medicines, including prescription medications often covered by health insurance, are available to aid cessation. METHODS: Trends of 7 U.S. Food and Drug Administration-approved prescription medications for smoking cessation during 2009-2019 (before and during Affordable Care Act implementation), including fill counts and spending (total and patient, adjusted to 2019 U.S. dollars), were assessed among U.S. adults aged ≥18 years. Symphony Health's Integrated Dataverse combines data on >90% of outpatient prescription fills with market purchasing data to create national estimates. Analyses were conducted in 2021. RESULTS: Annually, total fills (spending) decreased from 3.7 million ($577 million) in 2009 to 2.5 million ($465 million) in 2013 and increased to 4.5 million ($1.279 billion) in 2019; patient spending decreased from $174 million (30% of total annual spending) in 2009 to $54 million (4%) in 2019. Comparing 2009 with 2019, the total spending per fill increased by 80% (from $157 to $282), whereas patient spending per fill decreased by 75% (from $47 to $12). The total spending per fill for branded products increased by 175% (from $166 to $459) and decreased by 41% (from $75 to $44) for generic products. Branded product percentage decreased from 89% to 57%. CONCLUSIONS: Total fills and spending decreased from 2009 to 2013 and then increased through 2019, whereas patient spending decreased. Earlier studies suggest possible reasons for these trends, such as gradual implementation of federal requirements for insurance coverage of cessation medications and reduced cost sharing and financial barriers. |
Nonmedical Marijuana Use and Cardiovascular Events : A Systematic Review
Yang PK , Odom EC , Patel R , Loustalot F , Coleman King S . Public Health Rep 2021 137 (1) 33354920988285 INTRODUCTION: Although marijuana use has increased since 2012, the perceived risk of adverse outcomes has decreased. This systematic review summarizes articles that examined the association between nonmedical marijuana use (ie, observed smoking, self-report, or urinalysis) and cardiovascular events in observational or experimental studies of adults aged ≥18. METHODS: We searched Medline, EMBASE, PsycInfo, CINAHL, Cochrane Library Database, and Global Health from January 1, 1970, through August 31, 2018. Of 3916 citations, 16 articles fit the following criteria: (1) included adults aged ≥18; (2) included marijuana/cannabis use that is self-reported smoked, present in diagnostic coding, or indicated through a positive diagnostic test; (3) compared nonuse of cannabis; (4) examined events related to myocardial infarction, angina, acute coronary syndrome, and/or stroke; (5) published in English; and (6) had observational or experimental designs. RESULTS: Of the 16 studies, 4 were cohort studies, 8 were case-control studies, 1 was a case-crossover study, 2 were randomized controlled trials, and 1 was a descriptive study. Studies ranged from 10 participants to 118 659 619 hospitalizations. Marijuana use was associated with an increased likelihood of myocardial infarction within 24 hours in 2 studies and stroke in 6 studies. Results of studies suggested an increased risk for angina and acute coronary syndrome, especially among people with a history of a cardiovascular event. CONCLUSION: This review suggests that people who use marijuana may be at increased risk for cardiovascular events. As states expand new laws permitting marijuana use, it will be important to monitor the effect of marijuana use on cardiovascular disease outcomes, perhaps through the inclusion of data on nonmedical marijuana use in diverse national and local surveillance systems. |
State and regional variation in prescription- and payment-related promoters of adherence to blood pressure medication
Yang PK , Ritchey MD , Tsipas S , Loustalot F , Wozniak GD . Prev Chronic Dis 2020 17 E112 INTRODUCTION: Medication adherence can improve hypertension management. How blood pressure medications are prescribed and purchased can promote or impede adherence. METHODS: We used comprehensive dispensing data on prescription blood pressure medication from Symphony Health's 2017 Integrated Dataverse to assess how prescription- and payment-related factors that promote medication adherence (ie, fixed-dose combinations, generic formulations, mail order, low-cost or no-copay medications) vary across US states and census regions and across the market segments (grouped by patient age, prescriber type, and payer type) responsible for the greatest number of blood pressure medication fills. RESULTS: In 2017, 706.5 million prescriptions for blood pressure medication were filled, accounting for $29.0 billion in total spending (17.0% incurred by patients). As a proportion of all fills, factors that promoted adherence varied by state: fixed-dose combinations (from 5.8% in Maine to 17.9% in Mississippi); generic formulations (from 95.2% in New Jersey to 98.4% in Minnesota); mail order (from 4.7% in Rhode Island to 14.5% in Delaware); and lower or no copayment (from 56.6% in Utah to 72.8% in California). Furthermore, mean days' supply per fill (from 43.1 in Arkansas to 63.8 in Maine) and patient spending per therapy year (from $38 in Hawaii to $76 in Georgia) varied. Concentration of adherence factors differed by market segment. Patients aged 18 to 64 with a primary care physician prescriber and Medicaid coverage had the lowest concentration of fixed-dose combination fills, mean days' supply per fill, and patient spending per therapy year. Patients aged 65 years or older with a primary care physician prescriber and commercial insurance had the highest concentration of fixed-dose combinations fills and mail order fills. CONCLUSION: Addressing regional and market segment variation in factors promoting blood pressure medication adherence may increase adherence and improve hypertension management. |
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