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Nichols GA, Qiao Q, Linden S, Kraus BJ. Medical Costs of Chronic Kidney Disease and Type 2 Diabetes Among Newly Diagnosed Heart Failure Patients With Reduced, Mildly Reduced, and Preserved Ejection Fraction. Am J Cardiol 2023; 198:72-78. [PMID: 37209530 DOI: 10.1016/j.amjcard.2023.04.035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Revised: 04/06/2023] [Accepted: 04/18/2023] [Indexed: 05/22/2023]
Abstract
The economic burden of heart failure (HF) is enormous, but studies of HF costs typically consider the disease to be a single entity. We sought to distinguish the medical costs for patients with HF with reduced ejection fraction (HFrEF), mildly reduced ejection fraction (HFmrEF), and HF with preserved ejection fraction (HFpEF). We identified 16,516 adult patients with an incident HF diagnosis and an echocardiogram from 2005 to 2017 in the electronic medical record of Kaiser Permanente Northwest. Using the echocardiogram nearest to the first diagnosis date, we classified patients with HFrEF (ejection fraction [EF] ≤40%), HFmrEF (EF 41% to 49%), or HFpEF (EF ≥50%). We calculated annualized inpatient, outpatient, emergency, pharmaceutical medical utilization and costs and total costs in $2,020, adjusted for age and gender using generalized linear models, with further analysis of the effects of co-morbid chronic kidney disease (CKD) and type 2 diabetes (T2D). For all HF types, 1 in 5 patients were affected by both CKD and T2D, and costs were significantly higher when both co-morbidities were present. Total per-person costs were significantly higher for HFpEF ($33,740, 95% confidence interval $32,944 to $34,536) than HFrEF ($27,669, $25,649 to $29,689) or HFmrEF ($29,484, $27,166 to $31,800), driven by in- and outpatient visits. Across HF types, visits approximately doubled with the presence of both co-morbidities. Due to greater prevalence, HFpEF accounted for the majority of total and resource-specific treatment costs of HF, regardless of the presence of CKD and/or T2D. In summary, the economic burden was greater per HFpEF patient and was further amplified by co-morbid CKD and T2D. HFpEF accounted for the large majority of total HF costs, underscoring the need to implement effective treatments.
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Affiliation(s)
- Gregory A Nichols
- Science Programs Department, Kaiser Permanente Center for Health Research, Portland, Oregon.
| | - Qing Qiao
- Global; Medical Affairs, Boehringer Ingelheim International GmbH, Ingelheim am Rhein, Germany
| | - Stephan Linden
- Global; Medical Affairs, Boehringer Ingelheim International GmbH, Ingelheim am Rhein, Germany
| | - Bettina J Kraus
- Global; Medical Affairs, Boehringer Ingelheim International GmbH, Ingelheim am Rhein, Germany; Department of Internal Medicine 1, University Hospital Würzburg, Würzburg, Germany
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Mohr AE, Hatem C, Sikand G, Rozga M, Moloney L, Sullivan J, De Waal D, Handu D. Effectiveness of medical nutrition therapy in the management of adult dyslipidemia: A systematic review and meta-analysis. J Clin Lipidol 2022; 16:547-561. [DOI: 10.1016/j.jacl.2022.06.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Revised: 05/12/2022] [Accepted: 06/21/2022] [Indexed: 01/05/2023]
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Brunette CA, Dong OM, Vassy JL, Danowski ME, Alexander N, Antwi AA, Christensen KD. A Cost-Consequence Analysis of Preemptive SLCO1B1 Testing for Statin Myopathy Risk Compared to Usual Care. J Pers Med 2021; 11:1123. [PMID: 34834475 PMCID: PMC8624003 DOI: 10.3390/jpm11111123] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2021] [Revised: 10/27/2021] [Accepted: 10/29/2021] [Indexed: 11/16/2022] Open
Abstract
There is a well-validated association between SLCO1B1 (rs4149056) and statin-associated muscle symptoms (SAMS). Preemptive SLCO1B1 pharmacogenetic (PGx) testing may diminish the incidence of SAMS by identifying individuals with increased genetic risk before statin initiation. Despite its potential clinical application, the cost implications of SLCO1B1 testing are largely unknown. We conducted a cost-consequence analysis of preemptive SLCO1B1 testing (PGx+) versus usual care (PGx-) among Veteran patients enrolled in the Integrating Pharmacogenetics in Clinical Care (I-PICC) Study. The assessment was conducted using a health system perspective and 12-month time horizon. Incremental costs of SLCO1B1 testing and downstream medical care were estimated using data from the U.S. Department of Veterans Affairs' Managerial Cost Accounting System. A decision analytic model was also developed to model 1-month cost and SAMS-related outcomes in a hypothetical cohort of 10,000 Veteran patients, where all patients were initiated on simvastatin. Over 12 months, 13.5% of PGx+ (26/193) and 11.2% of PGx- (24/215) participants in the I-PICC Study were prescribed Clinical Pharmacogenetics Implementation Consortium (CPIC) guideline-concordant statins (Δ2.9%, 95% CI -4.0% to 10.0%). Differences in mean per-patient costs for lipid therapy prescriptions, including statins, for PGx+ compared to PGx- participants were not statistically significant (Δ USD 9.53, 95% CI -0.86 to 22.80 USD). Differences in per-patient costs attributable to the intervention, including PGx testing, lipid-lowering prescriptions, SAMS, laboratory and imaging expenses, and primary care and cardiology services, were also non-significant (Δ- USD 1004, 95% CI -2684 to 1009 USD). In the hypothetical cohort, SLCO1B1-informed statin therapy averted 109 myalgias and 3 myopathies at 1-month follow up. Fewer statin discontinuations (78 vs. 109) were also observed, but the SLCO1B1 testing strategy was 96 USD more costly per patient compared to no testing (124 vs. 28 USD). The implementation of SLCO1B1 testing resulted in small, non-significant increases in the proportion of patients receiving CPIC-concordant statin prescriptions within a real-world primary care context, diminished the incidence of SAMS, and reduced statin discontinuations in a hypothetical cohort of 10,000 patients. Despite these effects, SLCO1B1 testing administered as a standalone test did not result in lower per-patient health care costs at 1 month or over 1 year of treatment. The inclusion of SLCO1B1, among other well-validated pharmacogenes, into preemptive panel-based testing strategies may provide a better balance of clinical benefit and cost.
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Affiliation(s)
- Charles A. Brunette
- Veterans Affairs Boston Healthcare System, Boston, MA 02130, USA; (J.L.V.); (M.E.D.); (N.A.); (A.A.A.)
| | - Olivia M. Dong
- Duke Center for Applied Genomics & Precision Medicine, Department of Medicine, Duke University School of Medicine, Durham, NC 27705, USA;
- Durham VA Health Care System, Durham, NC 27705, USA
| | - Jason L. Vassy
- Veterans Affairs Boston Healthcare System, Boston, MA 02130, USA; (J.L.V.); (M.E.D.); (N.A.); (A.A.A.)
- Department of Medicine, Harvard Medical School, Boston, MA 02215, USA;
- Division of General Internal Medicine and Primary Care, Brigham and Women’s Hospital, Boston, MA 02115, USA
- Population Precision Health, Ariadne Labs, Boston, MA 02215, USA
| | - Morgan E. Danowski
- Veterans Affairs Boston Healthcare System, Boston, MA 02130, USA; (J.L.V.); (M.E.D.); (N.A.); (A.A.A.)
| | - Nicholas Alexander
- Veterans Affairs Boston Healthcare System, Boston, MA 02130, USA; (J.L.V.); (M.E.D.); (N.A.); (A.A.A.)
| | - Ashley A. Antwi
- Veterans Affairs Boston Healthcare System, Boston, MA 02130, USA; (J.L.V.); (M.E.D.); (N.A.); (A.A.A.)
| | - Kurt D. Christensen
- Department of Medicine, Harvard Medical School, Boston, MA 02215, USA;
- Department of Population Medicine, Harvard Pilgrim Health Care Institute, Boston, MA 02215, USA
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Ferrara P, Di Laura D, Cortesi PA, Mantovani LG. The economic impact of hypercholesterolemia and mixed dyslipidemia: A systematic review of cost of illness studies. PLoS One 2021; 16:e0254631. [PMID: 34252164 PMCID: PMC8274865 DOI: 10.1371/journal.pone.0254631] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2021] [Accepted: 06/30/2021] [Indexed: 11/22/2022] Open
Abstract
Hypercholesterolemia is a clinically relevant condition with an ascertained role in atherogenesis. In particular, its presence directly correlates to the risk of atherosclerotic cardiovascular disease (ASCVD). As known, cardiovascular diseases pose a significant economic burden worldwide; however, a clear picture of the economic impact of ASCVD secondary to hypercholesterolemia is lacking. This study aiming at conducting a systematic review of the current literature to assess the economic impact of familial hypercholesterolemia (FH), non-familial hypercholesterolemia (non-FH) or mixed dyslipidemia. A literature search was performed in Medline/PubMed and Embase database up to September 1st, 2020, exploring evidence published from 2010. The literature review was conducted in accordance with PRISMA guidelines. To be included the studies must be conducted on people who have been diagnosed with familial hypercholesterolemia, non-familial hypercholesterolemia or mixed dyslipidemia, and report data/information on costs attributable to these conditions and their sequelae. A total of 1260 studies were retrieved. After reading the titles and abstract, 103 studies were selected for full reading and eight met the criteria for inclusion. All but one studies were published in the American continent, with the majority conducted in US. An observational design with a prevalence approach were used and all estimated the economic burden of CVD. Direct cost estimates as annual average health expenditure on all population, ranging from $17 to $259 million. Few studies assessing the economic impact of hypercholesterolemia are available in the literature and new researches are needed to provide a more updated and reliable picture. Despite this scarceness of evidence, this review adds important data for future discussion on the knowledge of the economic impact of hypercholesterolemia and costs of care associated to this condition, with important implication for public health researches and novel therapies implementation.
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Affiliation(s)
- Pietro Ferrara
- Center for Public Health Research, University of Milano–Bicocca, Monza, Italy
- Value-based Healthcare Unit, IRCCS MultiMedica, Sesto San Giovanni, Italy
| | - Danilo Di Laura
- Center for Public Health Research, University of Milano–Bicocca, Monza, Italy
| | - Paolo A. Cortesi
- Center for Public Health Research, University of Milano–Bicocca, Monza, Italy
- Value-based Healthcare Unit, IRCCS MultiMedica, Sesto San Giovanni, Italy
| | - Lorenzo G. Mantovani
- Center for Public Health Research, University of Milano–Bicocca, Monza, Italy
- Value-based Healthcare Unit, IRCCS MultiMedica, Sesto San Giovanni, Italy
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Toth PP, Hull M, Granowitz C, Philip S. Real-world analyses of patients with elevated atherosclerotic cardiovascular disease risk from the Optum Research Database. Future Cardiol 2020; 17:743-755. [PMID: 33275042 DOI: 10.2217/fca-2020-0123] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
More than 56 million Americans have hypertriglyceridemia, including over 12 million statin-treated individuals. However, the contribution of elevated and high triglyceride levels to cardiovascular disease and death has not been extensively studied using real-world analyses. We review recent analyses of the Optum Research Database, which included patients aged ≥45 years with diabetes and/or atherosclerotic cardiovascular disease and on statin therapy. Triglyceride levels ≥150 and 200-499 mg/dl were significantly associated with a 25.8 and 34.9% increased relative risk of cardiovascular events, respectively, versus patients with triglyceride levels <150 mg/dl. In addition, hypertriglyceridemia predicted peripheral arterial revascularization, new heart failure diagnosis and new-onset renal disease. Increased triglyceride levels were also significantly associated with increased healthcare resource utilization and costs. Interventions such as icosapent ethyl reduce triglycerides and associated cardiovascular disease risk.
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Affiliation(s)
- Peter P Toth
- CGH Medical Center, Sterling, IL 61081, USA.,Cicarrone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
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Nichols GA, Ustyugova A, Déruaz-Luyet A, O'Keeffe-Rosetti M, Brodovicz KG. Health Care Costs by Type of Expenditure across eGFR Stages among Patients with and without Diabetes, Cardiovascular Disease, and Heart Failure. J Am Soc Nephrol 2020; 31:1594-1601. [PMID: 32487562 PMCID: PMC7350988 DOI: 10.1681/asn.2019121308] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2019] [Accepted: 04/01/2020] [Indexed: 01/22/2023] Open
Abstract
BACKGROUND CKD is associated with higher health care costs that increase with disease progression. However, research is lacking on the type of health care costs associated with CKD across all stages in a general population with a substantial comorbidity burden. METHODS Using electronic medical records of an integrated delivery system, we evaluated health care costs by expenditure type in general and in patients with CKD by eGFR and presence of comorbidities. We categorized 146,132 patients with eGFR data in 2016 or 2017 and examined nonmutually exclusive groups according to presence of diabetes mellitus, cardiovascular disease, or heart failure. We used 1 year of follow-up data to calculate outpatient, inpatient, emergency, pharmaceutical, dialysis, and total health care costs by eGFR (Kidney Disease Improving Global Outcomes-defined eGFR categories), adjusted for age, sex, and nonwhite race. RESULTS Mean total health care costs among patients with CKD without comorbidities were 31% higher than among patients without CKD ($7374 versus $5631, respectively). Hospitalizations accounted for 35% of total costs among those with CKD and no comorbidities but up to 55% among patients with CKD and heart failure. The proportion of costs attributable to hospitalizations accelerated with declining kidney function, reaching as high as 66%. CONCLUSIONS Poorer kidney function and the presence of diabetes mellitus, cardiovascular disease, or heart failure drive substantial health care costs and increase the proportion of costs attributable to inpatient care. The large contribution of inpatient costs begins in earlier stages of CKD and escalates as kidney function declines. Additional therapies to reduce CKD incidence, slow CKD progression, and lower hospitalization risk are needed to benefit patients and reduce CKD's economic burden.
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Affiliation(s)
- Gregory A Nichols
- Kaiser Permanente Center for Health Research, Science Programs Department, Portland, Oregon
| | - Anastasia Ustyugova
- Boehringer Ingelheim International GmbH, Global Epidemiology, Ingelheim am Rhine, Germany
| | - Anouk Déruaz-Luyet
- Boehringer Ingelheim International GmbH, Global Epidemiology, Ingelheim am Rhine, Germany
| | | | - Kimberly G Brodovicz
- Boehringer Ingelheim Pharmaceuticals, Global Epidemiology, Ridgefield, Connecticut
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Toth PP, Fazio S, Wong ND, Hull M, Nichols GA. Risk of cardiovascular events in patients with hypertriglyceridaemia: A review of real-world evidence. Diabetes Obes Metab 2020; 22:279-289. [PMID: 31742844 PMCID: PMC7065050 DOI: 10.1111/dom.13921] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/10/2019] [Revised: 11/13/2019] [Accepted: 11/14/2019] [Indexed: 12/11/2022]
Abstract
AIMS To describe the real-world prevalence and consequences of hypertriglyceridaemia. MATERIALS AND METHODS We searched two large patient databases, the National Health and Nutrition Examination Survey (NHANES) database (2007-2014) and the Optum Research Database, as well as electronic medical records from two Kaiser Permanente regions. RESULTS The NHANES data showed that ~26% of US adults, including nearly one-third of statin users, had at least borderline hypertriglyceridaemia (triglycerides [TGs] ≥1.69 mmol/L), and ~40% of adults with diabetes had levels of ≥150 mg/dL despite statin use. The Optum analyses demonstrated that those with TG levels ≥1.69 mmol/L who were on statins had a significantly increased risk of composite initial major cardiovascular (CV) events (hazard ratio [HR] 1.26, 95% confidence interval [CI] 1.19-1.34; P < 0.001 vs. patients with TGs <150 mg/dL). This was accompanied by increased healthcare utilization and direct healthcare costs (HR 1.12, 95% CI 1.08-1.16; P < 0.001). In the analyses of the Kaiser Permanente records, patients with diabetes and TG levels 2.26-5.64 mmol/L had significantly higher adjusted incidence rates of non-fatal myocardial infarction (rate ratio 1.30, 95% CI 1.08-1.58; P = 0.006), non-fatal stroke (rate ratio 1.23; 95% CI 1.01-1.49; P = 0.037) and coronary revascularization (rate ratio 1.21; 95% CI 1.02-1.43; P = 0.027), but not unstable angina (rate ratio 1.33; 95% CI 0.87-2.03; P = 0.185) compared with patients with TG levels <1.69 mmol/L. CONCLUSIONS Real-world analyses suggest that elevated TGs are prevalent and commonly associated with increased CV risk. CV outcomes trials in patients with established hypertriglyceridaemia will clarify whether strategies to reduce TG levels can ameliorate residual CV risk in patients taking statins.
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Affiliation(s)
- Peter P. Toth
- Ciccarone Centre for the Prevention of Cardiovascular DiseaseJohns Hopkins University School of MedicineBaltimoreMarylandUnited States
- CGH Medical CenterSterlingIllinoisUnited States
| | - Sergio Fazio
- Oregon Health and Science UniversityPortlandOregonUnited States
| | - Nathan D. Wong
- University of CaliforniaIrvine School of MedicineIrvineCaliforniaUnited States
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Toth PP, Philip S, Hull M, Granowitz C. Association of Elevated Triglycerides With Increased Cardiovascular Risk and Direct Costs in Statin-Treated Patients. Mayo Clin Proc 2019; 94:1670-1680. [PMID: 31405751 DOI: 10.1016/j.mayocp.2019.03.028] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2018] [Revised: 03/04/2019] [Accepted: 03/11/2019] [Indexed: 12/24/2022]
Abstract
OBJECTIVE To retrospectively investigate the real-world impact of elevated triglyceride (TG) levels on cardiovascular (CV) outcomes, medical resource utilization, and medical costs using observational administrative claims data from the Optum Research Database. METHODS Patients with one or more claims for statin therapy between January 1, 2010, and December 31, 2010, and 6 months or more of baseline data prior to the index date were eligible for inclusion in the study. Patients aged 45 years or older with diabetes and/or atherosclerotic CV disease were included and analyzed in an elevated TG cohort (≥150 mg/dL) vs a comparator cohort with TG levels less than 150 mg/dL and high-density lipoprotein cholesterol (HDL-C) levels greater than 40 mg/dL. RESULTS In the elevated TG vs propensity-matched comparator cohorts (both N=23,181 patients), the mean age was 62.2 vs 62.6 years, mean follow-up was 41.4 vs 42.5 months, 49.7% (11,518) vs 49.5% (11,467) were female, 83.7% (19,392) vs 84.0% (19,478) had diabetes, and 29.8% (6915) vs 29.3% (6800) had atherosclerotic CV disease. In the elevated TG (N=27,471 patients) vs comparator (N=32,506 patients) cohorts, multivariate analysis revealed significantly greater risk of composite major CV events (hazard ratio [HR], 1.26; 95% CI, 1.19-1.34; P<.001), nonfatal myocardial infarction (HR, 1.32; 95% CI, 1.20-1.45; P<.001), nonfatal stroke (HR, 1.14; 95% CI, 1.04-1.24; P=.004), and need for coronary revascularization (HR, 1.46; 95% CI, 1.33-1.61; P<.001) but not unstable angina (P=.53) or CV death (P=.23). Increased CV risk was maintained with the addition of non-HDL-C to the multivariate model and with high and low HDL-C subgroup analysis. Total direct health care costs (cost ratio, 1.12; 95% CI, 1.08-1.16; P<.001) and inpatient hospital stays (HR, 1.13; 95% CI, 1.10-1.17; P<.001) were significantly higher in the elevated TG cohort vs the comparator cohort. CONCLUSION Statin-treated patients with TG levels of 150 mg/dL or greater had worse CV and health economic outcomes than those with well-managed TG (<150 mg/dL) and HDL-C (>40 mg/dL) levels.
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Affiliation(s)
- Peter P Toth
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD; Department of Preventive Cardiology, CGH Medical Center, Sterling, IL.
| | - Sephy Philip
- Department of Medical Affairs, Amarin Pharma, Inc, Bedminster, NJ
| | - Michael Hull
- Department of Health Economics and Outcomes Research, Optum, Inc, Eden Prairie, MN
| | - Craig Granowitz
- Department of Medical Affairs, Amarin Pharma, Inc, Bedminster, NJ
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