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1.
J Manag Care Spec Pharm ; 30(8): 817-824, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-39088337

RESUMO

BACKGROUND: There is a need to understand health care resource utilization (HCRU) and costs associated with treatment-experienced people with HIV (PWH) switching treatment regimens. OBJECTIVE: To describe HCRU and cost during lines of antiretroviral therapy (ART) for treatment-experienced PWH switching to or restarting guideline-recommended, integrase strand transfer inhibitor (INSTI)-based multitablet regimens and single-tablet regimens. METHODS: This retrospective claims study used data from Optum Research Database (January 1, 2010, to March 31, 2020) to identify lines of therapy (LOTs) for treatment-experienced adults who switched to or restarted INSTI-based regimens between January 1, 2018, and December 31, 2019. The first LOT during the study period was included in the analysis. We examined all-cause HCRU and costs and HIV-related HCRU and combined costs to the health plan and direct patient costs by site of service and compared between INSTI-based regimens: bictegravir/emtricitabine/tenofovir alafenamide (B/F/TAF) (single tablet) vs dolutegravir/abacavir/lamivudine (DTG/ABC/3TC) (single tablet), dolutegravir + emtricitabine/tenofovir alafenamide (DTG+FTC/TAF) (multitablet), and dolutegravir + emtricitabine/tenofovir disoproxil fumarate (DTG+FTC/TDF) (multitablet). Analysis of HCRU by site of service was conducted following inverse probability treatment weighting. Multivariable regression was conducted using a generalized linear model with stepwise covariate selection to estimate HIV-related medical costs and control for remaining differences after inverse probability treatment weighting. RESULTS: 4,251 PWH were identified: B/F/TAF (n = 2,727; 64.2%), DTG/ABC/3TC (n = 898; 21.1%), DTG+FTC/TAF (n = 539; 12.7%), and DTG+FTC/TDF (n = 87; 2.1%). PWH treated with DTG+FTC/TAF had a significantly higher mean of all-cause ambulatory visits than PWH treated with B/F/TAF (1.8 vs 1.6, P < 0.001). A significantly smaller proportion of PWH treated with DTG/ABC/3TC had an all-cause ambulatory visit vs PWH treated with B/F/TAF (90.6% vs 93.9%, P < 0.001). All-cause total costs were not significantly different between regimens. Mean (SD) medical HIV-related costs per month during the LOT were not significantly different between B/F/TAF $699 (3,602), DTG/ABC/3TC $770 (3,469), DTG+FTC/TAF $817 (3,128), and DTG+FTC/TDF $3,570 (17,691). After further controlling for unbalanced measures, HIV-related medical costs during the LOT were higher (20%) but did not reach statistical significance for DTG/ABC/3TC (cost ratio = 1.20, 95% CI = 0.851-1.694; P = 0.299), 49% higher for DTG+FTC/TAF (cost ratio = 1.489, 95% CI = 1.018-2.179; P = 0.040), and almost 11 times greater for DTG+FTC/TDF (cost ratio = 10.759, 95% CI = 2.182-53.048; P = 0.004) compared with B/F/TAF. CONCLUSIONS: HIV-related medical costs during the LOT were lowest for PWH treated with INSTI-based single-tablet regimens. Simplifying treatment regimens may help PWH maintain lower health care costs.


Assuntos
Fármacos Anti-HIV , Infecções por HIV , Piridonas , Humanos , Infecções por HIV/tratamento farmacológico , Infecções por HIV/economia , Estudos Retrospectivos , Feminino , Masculino , Adulto , Pessoa de Meia-Idade , Piridonas/economia , Piridonas/uso terapêutico , Fármacos Anti-HIV/economia , Fármacos Anti-HIV/uso terapêutico , Compostos Heterocíclicos com 3 Anéis/economia , Compostos Heterocíclicos com 3 Anéis/uso terapêutico , Tenofovir/uso terapêutico , Tenofovir/economia , Aceitação pelo Paciente de Cuidados de Saúde/estatística & dados numéricos , Custos de Cuidados de Saúde/estatística & dados numéricos , Combinação de Medicamentos , Oxazinas/uso terapêutico , Oxazinas/economia , Emtricitabina/uso terapêutico , Emtricitabina/economia , Compostos Heterocíclicos de 4 ou mais Anéis/uso terapêutico , Compostos Heterocíclicos de 4 ou mais Anéis/economia , Piperazinas/economia , Piperazinas/uso terapêutico , Lamivudina/economia , Lamivudina/uso terapêutico , Inibidores de Integrase de HIV/economia , Inibidores de Integrase de HIV/uso terapêutico , Recursos em Saúde/economia , Recursos em Saúde/estatística & dados numéricos , Substituição de Medicamentos/economia , Amidas , Ciclopropanos , Didesoxiadenosina/análogos & derivados
2.
J Manag Care Spec Pharm ; 30(9): 1001-1012, 2024 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-39213144

RESUMO

BACKGROUND: Heavily treatment-experienced (HTE) people with HIV (PWH) have limited treatment options owing to multidrug resistance (MDR). Lenacapavir (LEN) is indicated, in combination with other antiretrovirals, for the treatment of adults with MDR HIV-1 experiencing failure of their current antiretroviral regimen because of resistance, intolerance, or safety considerations. OBJECTIVE: To evaluate the cost-utility of LEN in combination with an optimized background regimen (OBR) vs alternative recently approved treatments for HTE PWH, fostemsavir (FTR)+OBR and ibalizumab (IBA)+OBR, for the treatment of PWH with MDR, from a mixed US health care payer perspective. METHODS: A Markov state-transition model with a lifetime time horizon was developed. Transition probabilities between viral load categories were based on individual participant data from the CAPELLA trial for LEN+OBR and on relative efficacy parameters obtained from indirect treatment comparisons for comparators. Health state utilities were sourced from the literature. Costs included drug acquisition costs, drug administration costs, disease management costs, adverse event costs, AIDS-related event costs, and treatment switching costs and were sourced from red book costs, Medicare and Medicaid fees, and the literature. Costs and outcomes were discounted at 3% annually. The model was used to estimate total and incremental costs, life-years (LYs), quality-adjusted life-years (QALYs), and incremental cost-effectiveness ratios. A deterministic and a probabilistic sensitivity analysis, as well as scenario analyses, were performed to address elements of uncertainty in the model and to explore the robustness of the results. RESULTS: Over a lifetime time horizon, LEN+OBR was associated with the highest absolute QALYs (9.41) and the greatest number of LYs (12.09) compared with FTR+OBR (QALYs: 8.75; LYs: 11.26) and IBA+OBR (QALYs: 8.36; LYs: 10.78). LEN+OBR was also associated with the lowest total lifetime costs of the 3 interventions (LEN+OBR: $1,441,122 [US dollars]; FTR+OBR: $1,504,986; IBA+OBR: $1,524,396) and therefore was dominant over both comparators in the base case. LEN+OBR remained dominant vs FTR+OBR and IBA+OBR across the range of scenarios tested and LEN+OBR had a 99% probability of being cost-effective compared with FTR+OBR and IBA+OBR in the probabilistic sensitivity analysis at a willingness-to-pay threshold of $50,000/QALY. CONCLUSIONS: This economic evaluation demonstrated that LEN+OBR provides meaningful increases in QALYs and LYs, and is dominant over a lifetime time horizon, compared with FTR+OBR and IBA+OBR for the treatment of PWH with MDR in the United States.


Assuntos
Fármacos Anti-HIV , Análise Custo-Benefício , Infecções por HIV , Cadeias de Markov , Anos de Vida Ajustados por Qualidade de Vida , Humanos , Infecções por HIV/tratamento farmacológico , Infecções por HIV/economia , Estados Unidos , Fármacos Anti-HIV/economia , Fármacos Anti-HIV/uso terapêutico , Fármacos Anti-HIV/administração & dosagem , Adulto , Quimioterapia Combinada , Masculino , HIV-1/efeitos dos fármacos , Farmacorresistência Viral Múltipla , Modelos Econômicos , Feminino , Pessoa de Meia-Idade , Anticorpos Monoclonais/economia , Anticorpos Monoclonais/uso terapêutico , Carga Viral/efeitos dos fármacos , Organofosfatos , Piperazinas
3.
J Infect Chemother ; 2024 Jun 11.
Artigo em Inglês | MEDLINE | ID: mdl-38871253

RESUMO

INTRODUCTION: Long-term medication leads some people with HIV (PWH) to limited treatment options (LTO) due to multiple factors. The present study investigated the prevalence of PWH with LTO in Japan and their clinical characteristics, persistence, and adherence. METHODS: PWH who received antiretroviral therapy (ART) between 2017 and 2022 were identified in the Medical Data Vision (MDV) Japanese claims database. PWH with LTO were defined as: 1) receiving regimens indicative for LTO or 2) having a complex treatment history (≥4 different core agents, ≥11 ART agents). Prevalence by calendar year, clinical characteristics, persistence, and adherence measured by the proportion of days covered (PDC) of ART were investigated. RESULTS: A total of 5740 PWH were included, and 207 (3.6 %) were identified as LTO. Mean (SD) age was 50.3 (11.8) years, 148 (71.5 %) had evidence of AIDS-defining condition, and 25 (12.1 %) had hemophilia. The prevalence of PWH with LTO increased from 2.58 % in 2017 to 3.55 % in 2022. Persistence at 1 year was estimated as 70.3 % and mean PDC through 1 year was 96.7 %. CONCLUSION: Between the years 2017-2022, 3.6 % (approximately 200) Japanese PWH were identified as having LTO. The results of this analysis found clinical characteristics of PWH with LTO as older age and higher percentages with an AIDS-defining condition and hemophilia than the general HIV population. Low persistence indicates that treatment optimization is required in this population. These results will help health care providers to understand the clinical characteristics of PWH with LTO and may contribute to the establishment of appropriate treatment strategies.

4.
J Med Econ ; 26(1): 886-893, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37421417

RESUMO

BACKGROUND: While global efforts have been made to prevent transmission of HIV, the epidemic persists. Men who have sex with men (MSM) are at high risk of infection. Despite evidence of its cost-effectiveness in other jurisdictions, pre-exposure prophylaxis (PrEP) for MSM is neither approved nor reimbursed in Japan. METHOD: The cost-effectiveness analysis compared the use of once daily PrEP versus no PrEP among MSM over a 30-year time horizon from a national healthcare perspective. Epidemiological estimates for each of the 47 prefectures informed the model. Costs included HIV/AIDS treatment, HIV and testing for sexually transmitted infections, monitoring tests and consults, and hospitalization costs. Analyses included health and cost outcomes, as well as the incremental cost-effectiveness ratio (ICER) reported as the cost per quality-adjusted life year (QALY) for all of Japan and each prefecture. Sensitivity analyses were performed. FINDINGS: The estimated proportion of HIV infections prevented with the use of PrEP ranged from 48% to 69% across Japan, over the time horizon. Cost savings due to lower monitoring costs and general medical costs were observed. Assuming 100% coverage, for Japan overall, daily use of PrEP costs less and was more effective; daily use of PrEP was cost-effective at a willingness to pay threshold of ¥5,000,000 per QALY in 32 of the 47 prefectures. Sensitivity analyses found that the ICER was most sensitive to the cost of PrEP. INTERPRETATION: Compared to no PrEP use, once daily PrEP is a cost-effective strategy in Japanese MSM, reducing the clinical and economic burden associated with HIV.


HIV remains an epidemic, and men who have sex with men (MSM) are at higher risk of infection. Pre-exposure prophylaxis (PrEP) is a preventive treatment that can reduce someone's risk of getting infected with HIV and has been shown to provide good value for money. PrEP, however, is neither approved nor reimbursed in Japan. In order to determine the value for money in Japan, an economic model was developed to estimate the number of HIV infections and AIDS cases that could be avoided, along with whether daily use of PrEP among MSM in Japan is cost effective. Findings showed that with use of daily PrEP, the proportion of HIV infections and AIDS cases prevented was 63% and 59%, respectively, across Japan. Over a 30-year time horizon, daily use of PrEP would cost the health system less and be more effective than no use of PrEP. Daily PrEP should therefore be considered for reimbursement in MSM in Japan, given its value for money.


Assuntos
Fármacos Anti-HIV , Infecções por HIV , Profilaxia Pré-Exposição , Minorias Sexuais e de Gênero , Masculino , Humanos , Infecções por HIV/tratamento farmacológico , Homossexualidade Masculina , Fármacos Anti-HIV/uso terapêutico , Análise de Custo-Efetividade , Japão , Análise Custo-Benefício
5.
Value Health ; 26(6): 810-822, 2023 06.
Artigo em Inglês | MEDLINE | ID: mdl-36566886

RESUMO

BACKGROUND/AIMS: Heavily treatment-experienced (HTE) people with human immunodeficiency virus (HIV) (PWH) may not achieve virologic suppression (VS) with combination antiretroviral therapy due to multidrug resistance (MDR), intolerance, and safety concerns. These PWH often receive highly individualized treatment regimens, but these regimens may not enable PWH to achieve VS, thereby halting disease progression. Novel medications are required for treating individuals with MDR HIV. Lenacapavir (LEN), a first-in-class HIV capsid inhibitor, is under investigation for the treatment of HTE individuals with MDR HIV in the phase 2/3 CAPELLA study. This study aimed to compare LEN plus optimized background regimen (OBR) with fostemsavir (FTR) + OBR, ibalizumab (IBA) + OBR, and OBR alone in terms of VS, CD4 cell count change from baseline, immunologic recovery, and discontinuation due to adverse events, using indirect treatment comparisons. METHODS: A systematic review identified clinical evidence on HIV-1 treatments in HTE PWH. A feasibility assessment evaluated the identified studies for indirect treatment comparison analyses based on population characteristics, interventions, comparators, and outcomes of interest. Unanchored simulated treatment comparisons of LEN + OBR versus comparators were conducted. RESULTS: LEN + OBR had 6.57 times higher odds of VS at weeks 24 to 28 than FTR + OBR (95% confidence interval [CI] 1.34-32.28), 8.93 times higher odds of VS than IBA + OBR (95% CI 2.07-38.46), and 12.74 times higher odds of VS than OBR alone (95% CI 1.70-95.37). Change from baseline in CD4 cell count was similar across LEN + OBR, FTR + OBR, and IBA + OBR. CONCLUSION: LEN + OBR has statistically significantly greater odds of VS at weeks 24 to 28 than its comparators and represents a novel treatment for people with MDR HIV.


Assuntos
Fármacos Anti-HIV , Infecções por HIV , HIV-1 , Humanos , Infecções por HIV/tratamento farmacológico , Fármacos Anti-HIV/uso terapêutico , Quimioterapia Combinada , Protocolos Clínicos
6.
JCO Oncol Pract ; 17(8): e1235-e1245, 2021 08.
Artigo em Inglês | MEDLINE | ID: mdl-33793342

RESUMO

PURPOSE: Temporary COVID-19 guideline recommendations have recently been issued to expand the use of colony-stimulating factors in patients with cancer with intermediate to high risk for febrile neutropenia (FN). We evaluated the cost-effectiveness of primary prophylaxis (PP) with biosimilar filgrastim-sndz in patients with intermediate risk of FN compared with secondary prophylaxis (SP) over three different cancer types. METHODS: A Markov decision analytic model was constructed from the US payer perspective over a lifetime horizon to evaluate PP versus SP in patients with breast cancer, non-small-cell lung cancer (NSCLC), and non-Hodgkin lymphoma (NHL). Cost-effectiveness was evaluated over a range of willingness-to-pay thresholds for incremental cost per FN avoided, life year gained, and quality-adjusted life year (QALY) gained. Sensitivity analyses evaluated uncertainty. RESULTS: Compared with SP, PP provided an additional 0.102-0.144 LYs and 0.065-0.130 QALYs. The incremental cost-effectiveness ranged from $5,660 in US dollars (USD) to $20,806 USD per FN event avoided, $5,123 to $31,077 USD per life year gained, and $7,213 to $35,563 USD per QALY gained. Over 1,000 iterations, there were 73.6%, 99.4%, and 91.8% probabilities that PP was cost-effective at a willingness to pay of $50,000 USD per QALY gained for breast cancer, NSCLC, and NHL, respectively. CONCLUSION: PP with a biosimilar filgrastim (specifically filgrastim-sndz) is cost-effective in patients with intermediate risk for FN receiving curative chemotherapy regimens for breast cancer, NSCLC, and NHL. Expanding the use of colony-stimulating factors for patients may be valuable in reducing unnecessary health care visits for patients with cancer at risk of complications because of COVID-19 and should be considered for the indefinite future.


Assuntos
Medicamentos Biossimilares , COVID-19 , Carcinoma Pulmonar de Células não Pequenas , Neutropenia Febril , Neoplasias Pulmonares , Medicamentos Biossimilares/efeitos adversos , Análise Custo-Benefício , Neutropenia Febril/prevenção & controle , Filgrastim/uso terapêutico , Fator Estimulador de Colônias de Granulócitos , Humanos , Polietilenoglicóis , SARS-CoV-2
7.
Postgrad Med ; 133(4): 421-427, 2021 May.
Artigo em Inglês | MEDLINE | ID: mdl-33593201

RESUMO

Background: The opioid epidemic continues to generate a significant mental and physical health burden on patients, and claims the life of almost 150 Americans daily. Making matters worse, an increase in relapses and/or opioid-related deaths has been reported in more than 40 U.S. states since the start of the COVID-19 pandemic. Opioid use disorder (OUD) is one of the single most expensive disorders in the United States, generating average medical costs of $60B from just 2 million Americans diagnosed with the disorder. In commercial use since 2019, reSET-O is a non-drug, prescription digital therapeutic (PDT) that delivers evidence-based neurobehavioral treatment for OUD and helps overcome the barriers associated with access to care, stigma, and social distancing. Although shown to be cost effective and efficacious in clinical trials and real-world evidence studies, respectively, information on its value for money from a health utilities and cost per quality-adjusted life-year is needed to inform policy discussions.Objectives: To evaluate the impact of reSET-O on health utilities and assess its overall cost per quality-adjusted life year (QALY) gained vs. treatment-as-usual (TAU).Methods: Decision analytic model comparing reSET-O plus TAU to TAU alone (i.e. buprenorphine, face-to-face counseling, and contingency management) over 12 weeks. Clinical effectiveness data (abstinence and health utility) were obtained from a clinical trial, and resource utilization and cost data were adapted from a recent claims data analysis to reflect less frequent face-to-face counseling with the therapeutic.Results: The addition of reSET-O to TAU decreases total health care costs by -$131 and resulted in post-treatment utility values within population norms, with a corresponding gain of 0.003 QALYs. reSET-O when used adjunctively to TAU was economically dominant (less costly, more effective) vs. TAU alone.Conclusion: reSET-O is an economically-dominant adjunctive treatment for OUD and is associated with an overall reduction in total incremental cost vs TAU.


Assuntos
Terapia Comportamental/organização & administração , Acessibilidade aos Serviços de Saúde/organização & administração , Transtornos Relacionados ao Uso de Opioides/terapia , Terapia Comportamental/economia , COVID-19/epidemiologia , Análise Custo-Benefício , Acessibilidade aos Serviços de Saúde/economia , Humanos , Modelos Econométricos , Epidemia de Opioides , Transtornos Relacionados ao Uso de Opioides/epidemiologia , Pandemias , Distanciamento Físico , Anos de Vida Ajustados por Qualidade de Vida , SARS-CoV-2 , Estigma Social
8.
J Manag Care Spec Pharm ; 24(11): 1173-1183, 2018 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-30362919

RESUMO

BACKGROUND: Behavioral economics is a field of economics that draws on insights from psychology to understand and identify patterns of decision making. Cognitive biases are psychological tendencies to process information in predictable patterns that result in deviations from rational decision making. Previous research has not evaluated the influence of cognitive biases on decision making in a managed care setting. OBJECTIVE: To assess the presence of cognitive biases in formulary decision making. METHODS: An online survey was conducted with a panel of U.S. pharmacy and medical directors who worked at managed care organizations and served on pharmacy and therapeutics committees. Survey questions assessed 4 cognitive biases: relative versus absolute framing effect, risk aversion, zero-risk bias, and delay discounting. Simulated data were presented in various scenarios related to adverse event profiles, drug safety and efficacy, and drug pricing for new hypothetical oncology products. Survey questions prompted participants to select a preferred drug based on the information provided. Survey answers were analyzed to identify decision patterns that could be explained by the cognitive biases. Likelihood of bias was analyzed via chi-square tests for framing effect, risk aversion, and zero-risk bias. The delay discounting section used a published algorithm to characterize discounting patterns. RESULTS: A total of 35 pharmacy directors and 19 medical directors completed the survey. In the framing effect section, 80% of participants selected the suboptimal choice in the relative risk frame, compared with 38.9% in the absolute risk frame (P < 0.0001). When assessing risk aversion, 42.6% and 61.1% of participants displayed risk aversion in the cost- and efficacy-based scenarios, respectively, but these were not statistically significant (P = 0.27 and P = 0.10, respectively). In the zero-risk bias section, results from each scenario diverged. In the first zero-risk bias scenario, 90.7% of participants selected the drug with zero risk (P < 0.001), but in the second scenario, only 32.1% chose the zero-risk option (P < 0.01). In the section assessing delay discounting, 54% of survey participants favored a larger delayed rebate over a smaller immediate discount. A shallow delay discounting curve was produced, which indicated participants discounted delayed rewards to a minimal degree. CONCLUSIONS: Pharmacy and medical directors, like other decision makers, appear to be susceptible to some cognitive biases. Directors demonstrated a tendency to underestimate risks when they were presented in relative risk terms but made more accurate appraisals when information was presented in absolute risk terms. Delay discounting also may be applicable to directors when choosing immediate discounts over delayed rebates. However, directors neither displayed a statistically significant bias for risk aversion when assessing scenarios related to drug pricing or clinical efficacy nor were there significant conclusions for zero-risk biases. Further research with larger samples using real-world health care decisions is necessary to validate these findings. DISCLOSURES: This research was funded by Xcenda. Mezzio, Nguyen, and O'Day are employees of Xcenda. Kiselica was employed by Xcenda at the time the study was conducted. The authors have nothing to disclose. A portion of the preliminary data was presented as posters at the 2017 AMCP Managed Care & Specialty Pharmacy Annual Meeting; March 27-30, 2017; in Denver, CO, and the 2017 International Society for Pharmacoeconomics and Outcomes Research 22nd Annual International Meeting; May 20-24, 2017; in Boston, MA.


Assuntos
Tomada de Decisões , Programas de Assistência Gerenciada/organização & administração , Farmácia/organização & administração , Diretores Médicos/psicologia , Preconceito/psicologia , Cognição , Farmacoeconomia , Humanos , Funções Verossimilhança , Programas de Assistência Gerenciada/economia , Avaliação de Resultados em Cuidados de Saúde , Medição de Risco , Inquéritos e Questionários
9.
J Diabetes Complications ; 29(6): 794-800, 2015 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-25976863

RESUMO

AIMS: To determine the relationship between ABC goal attainment, depression, and health-related quality of life (HRQoL) among a national sample of patients with type 2 diabetes (T2DM). METHODS: A retrospective, cross-sectional analysis was performed examining 808 non-pregnant patients ≥20 years old with T2DM from the National Health and Nutrition Examination Survey (NHANES) 2007-2012. ABC goals were defined as HbA1c<7%, BP<130/80 mm Hg, and LDL-C<100 mg/dL. Patient characteristics associated with ABC goal attainment were examined. RESULTS: Overall, 23.7% of participants achieved simultaneous ABC goals. Severe depression was significantly associated with lower rates of ABC goal attainment compared to those with no depression (5.0% vs. 25.4%, p=0.048). ABC goal attainment rates were lower among females, Hispanic and non-Hispanic black minority groups, and patients with a duration of diabetes over five years, while increased visits with health care professionals were significantly associated with meeting all three ABC goals for patients with T2DM. CONCLUSIONS: The relationship between simultaneous ABC goal attainment, depression and HRQoL is complex. Patients with T2DM unable to meet ABC goals may benefit from increased contact with health care professionals.


Assuntos
LDL-Colesterol/sangue , Diabetes Mellitus Tipo 2/terapia , Qualidade de Vida , Adulto , Idoso , Pressão Sanguínea , Depressão/complicações , Depressão/etiologia , Transtorno Depressivo Maior/complicações , Diabetes Mellitus Tipo 2/sangue , Diabetes Mellitus Tipo 2/psicologia , Feminino , Hemoglobinas Glicadas/análise , Objetivos , Humanos , Hipertensão/complicações , Hipertensão/terapia , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Adulto Jovem
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