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1.
Clin Genitourin Cancer ; 21(4): 419-429, 2023 08.
Artigo em Inglês | MEDLINE | ID: mdl-36842915

RESUMO

INTRODUCTION: In patients with nonmetastatic castration-resistant prostate cancer (nmCRPC), prostate-specific antigen doubling time (PSADT) is associated with risk of metastasis and survival. This study evaluated the association of PSADT with clinical and economic outcomes in a real-world setting among patients with nmCRPC not receiving novel hormonal therapy (NHT), using 2-month PSADT thresholds. PATIENTS AND METHODS: We retrospectively identified Veterans Health Administration patients with nonmetastatic prostate cancer and ≥2 PSA increases after medical/surgical castration (2012-2016). The third measurement was the index (CRPC) date. Patients with ≥3 postindex PSA measurements, including index, were followed until death or ≥12 months until disenrollment, study end, or death, and grouped into 2-month cohorts based on postindex PSADT. Cox regression models assessed association between PSADT, time to metastasis, and death. Healthcare resource utilization and costs were evaluated. RESULTS: Among 2800 evaluable patients, median follow-up was 30 months and median PSADT was 17 months. Relative to the reference cohort (PSADT >12 months), all cohorts had significantly higher metastasis risk. PSADT ≤10-month cohorts had significantly greater mortality risk than the reference; hazard ratios (95% confidence intervals) ranged from 12.3 (9.2, 16.4) in the PSADT ≤2-month cohort to 1.3 (0.9, 2.0) in the >10 to ≤12-month cohort. Total costs were significantly higher for cohorts up to and including the PSADT >8 to ≤10-month cohort, than for the reference cohort. Mean per patient per month all-cause medical plus pharmacy costs were $6623, $4768, and $4049 in the PSADT ≤2-month, >2 to ≤4-month cohort, and >4 to ≤6-month cohorts, respectively, versus $1911 in the PSADT >12-month cohort (P <0.05). CONCLUSION: Most patients with nmCRPC have PSADT >12 months and a long natural history. For those with shorter PSADT, the risk of metastasis, death, and costs increased. These data can help select patients for NHT and conversely those who can safely delay NHT for nmCRPC.


Assuntos
Neoplasias de Próstata Resistentes à Castração , Neoplasias da Próstata , Masculino , Humanos , Antígeno Prostático Específico , Neoplasias de Próstata Resistentes à Castração/patologia , Estudos Retrospectivos , Neoplasias da Próstata/tratamento farmacológico , Antagonistas de Androgênios/uso terapêutico , Modelos de Riscos Proporcionais
4.
Clin Pharmacol Ther ; 111(1): 302-309, 2022 01.
Artigo em Inglês | MEDLINE | ID: mdl-34668577

RESUMO

This report examined the benefits and risks of palbociclib plus endocrine therapy (ET) in men with hormone receptor-positive (HR+)/human epidermal growth factor receptor 2-negative (HER2-) metastatic breast cancer (MBC). Palbociclib was evaluated using three independent data sources: real-world data from pharmacy and medical claims, a de-identified real-world data source derived from electronic health records (EHRs), and a global safety database. From medical and pharmacy records, 1,139 men with MBC were identified; in the first-line setting, median duration of treatment was longer with palbociclib plus ET (n = 37, 8.5 months, 95% confidence interval (CI), 4.4-13.0) than ET alone (n = 214, 4.3 months, 95% CI, 3.0-5.7) and specifically, was longer with palbociclib plus letrozole (n = 26, 9.4 months, 95% CI, 4.4-14.0) than letrozole alone (n = 63, 3.0 months, 95% CI, 1.8-4.8). In the EHR-derived database, 59 men received treatment for MBC; real-world response across all lines of therapy in the metastatic setting was reported in 4 of 12 patients (33.3%) in the palbociclib plus ET group vs. 1 of 8 (12.5%) patients in the ET group. Review of the global safety database did not identify any new safety signals in palbociclib-treated men. Real-world data indicated that men with MBC benefit from palbociclib plus ET, with a safety profile consistent with previous observations in women with MBC. Collective data on palbociclib in women and men in this report, including clinical trial data, real-world data, and a well-established risk/benefit profile, led to US approval of an expansion of the palbociclib indication to include men with MBC.


Assuntos
Antineoplásicos Hormonais/uso terapêutico , Antineoplásicos/uso terapêutico , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Neoplasias da Mama Masculina/tratamento farmacológico , Metástase Neoplásica/tratamento farmacológico , Piperazinas/uso terapêutico , Piridinas/uso terapêutico , Demandas Administrativas em Assistência à Saúde , Adulto , Idoso , Antineoplásicos/efeitos adversos , Antineoplásicos Hormonais/efeitos adversos , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Inibidores da Aromatase/efeitos adversos , Inibidores da Aromatase/uso terapêutico , Bases de Dados Factuais , Registros Eletrônicos de Saúde , Humanos , Estimativa de Kaplan-Meier , Letrozol/efeitos adversos , Letrozol/uso terapêutico , Masculino , Pessoa de Meia-Idade , Estudos Observacionais como Assunto , Piperazinas/efeitos adversos , Piridinas/efeitos adversos , Estudos Retrospectivos
5.
Clin Genitourin Cancer ; 20(1): 1-10, 2022 02.
Artigo em Inglês | MEDLINE | ID: mdl-34364796

RESUMO

INTRODUCTION: The Metastatic Renal Cell Carcinoma (MaRCC) Registry provides prospective data on real-world treatment patterns and outcomes in patients with metastatic renal cell carcinoma (mRCC). METHODS AND MATERIALS: Patients with mRCC and no prior systemic therapy were enrolled at academic and community sites. End of study data collection was in March 2019. Outcomes included overall survival (OS). A survey of treating physicians assessed reasons for treatment initiations and discontinuations. RESULTS: Overall, 376 patients with mRCC initiated first-line therapy; 171 (45.5%) received pazopanib, 75 (19.9%) sunitinib, and 74 (19.7%) participated in a clinical trial. Median (95% confidence interval) OS was longest in the clinical trial group (50.3 [35.8-not reached] months) versus pazopanib (39.0 [29.7-50.9] months) and sunitinib 26.2 [19.9-61.5] months). Non-clear cell RCC (21.5% of patients) was associated with worse median OS than clear cell RCC (18.0 vs. 47.3 months). Differences in baseline characteristics, treatment starting dose, and relative dose exposure among treatment groups suggest selection bias. Survey results revealed a de-emphasis on quality of life, toxicity, and patient preference compared with efficacy in treatment selection. CONCLUSION: The MaRCC Registry gives insights into real-world first-line treatment selection, outcomes, and physician rationale regarding initial treatment selection prior to the immunotherapy era. Differences in outcomes between clinical trial and off-study patients reflect the difficulty in translating trial results to real-world patients, and emphasize the need to broaden clinical trial eligibility. Physician emphasis on efficacy over quality of life and toxicity suggests more data and education are needed regarding these endpoints.


Assuntos
Carcinoma de Células Renais , Neoplasias Renais , Carcinoma de Células Renais/patologia , Feminino , Humanos , Imunoterapia , Indazóis/uso terapêutico , Neoplasias Renais/tratamento farmacológico , Masculino , Estudos Prospectivos , Qualidade de Vida , Sistema de Registros , Estudos Retrospectivos , Sunitinibe/uso terapêutico , Resultado do Tratamento
6.
Prostate Cancer Prostatic Dis ; 25(3): 524-530, 2022 09.
Artigo em Inglês | MEDLINE | ID: mdl-34732856

RESUMO

BACKGROUND: Black men are more likely to be diagnosed with aggressive prostate cancer (PC) and die from PC than white men. However, black men with metastatic castration-resistant PC (mCRPC) had longer overall survival (OS) than white men when treated with certain agents in clinical trials. We analyzed claims data from the Veterans Health Administration (VHA) database to evaluate OS in black and white men treated with enzalutamide or abiraterone (novel hormonal therapy [NHT]) for chemotherapy-naïve mCRPC. METHODS: Patients with mCRPC aged ≥18 years were identified in the VHA database by diagnosis codes, evidence of surgical/medical castration, and a prescription claim for enzalutamide or abiraterone after castration from April 2014-March 2017. Cox models assessed associations between race and OS. Unadjusted and multivariable analyses were performed on the entire population and subsets based on the type of therapy received (if any) after NHT. RESULTS: In total, 2910 patients were identified (787 black, mean 71.7 years; 2123 white, mean 74.0 years). Median follow-up was 19.0 and 18.7 months in blacks and whites, respectively. Black men had better survival versus white men: hazard ratios (95% CIs) were 0.89 (0.790-0.996; P = 0.044) and 0.67 (0.592-0.758; P < 0.0001) in the unadjusted and multivariable models, respectively. Statistically significantly longer OS was seen in black versus white men regardless of subsequent treatment, including no subsequent treatment. CONCLUSIONS: In the VHA, black men with chemotherapy-naïve mCRPC initiating NHT may have better outcomes than similarly treated white men.


Assuntos
Neoplasias de Próstata Resistentes à Castração , Adolescente , Adulto , Androstenos/uso terapêutico , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Benzamidas , Humanos , Masculino , Nitrilas/uso terapêutico , Feniltioidantoína/uso terapêutico , Neoplasias de Próstata Resistentes à Castração/patologia , Resultado do Tratamento
7.
Cancer ; 127(13): 2204-2212, 2021 07 01.
Artigo em Inglês | MEDLINE | ID: mdl-33765337

RESUMO

BACKGROUND: Systemic therapy (ST) can be deferred in patients who have metastatic renal cell carcinoma (mRCC) and slow-growing metastases. Currently, this subset of patients managed with active surveillance (AS) is not well described in the literature. METHODS: This was a prospective observational study of patients with mRCC across 46 US community and academic centers. The objective was to describe baseline characteristics and demographics of patients with mRCC initially managed by AS, reasons for AS, and patient outcomes. Descriptive statistics were used to characterize demographics, baseline characteristics, and patient-related outcomes. Wilcoxon 2-sample rank-sum tests and χ2 tests were used to assess differences between ST and AS cohorts in continuous and categorical variables, respectively. Kaplan-Meier survival curves were used to assess survival. RESULTS: Of 504 patients, mRCC was initially managed by AS (n = 143) or ST (n = 305); 56 patients were excluded from the analysis. Disease was present in 69% of patients who received AS, whereas the remaining 31% had no evidence of disease. At data cutoff, 72 of 143 patients (50%) in the AS cohort had not received ST. The median overall survival was not reached (95% CI, 122 months to not estimable) in patients who received AS versus 30 months (95% CI, 25-44 months) in those who received ST. Quality of life at baseline was significantly better in patients who were managed with AS versus ST. CONCLUSIONS: AS occurs frequently (32%) in real-world clinical practice and appears to be a safe and appropriate alternative to immediate ST in selected patients.


Assuntos
Carcinoma de Células Renais , Neoplasias Renais , Carcinoma de Células Renais/patologia , Humanos , Neoplasias Renais/patologia , Qualidade de Vida , Estudos Retrospectivos , Resultado do Tratamento , Conduta Expectante
8.
Breast Cancer Res ; 23(1): 37, 2021 03 24.
Artigo em Inglês | MEDLINE | ID: mdl-33761995

RESUMO

BACKGROUND: Findings from randomized clinical trials may have limited generalizability to patients treated in routine clinical practice. This study examined the effectiveness of first-line palbociclib plus letrozole versus letrozole alone on survival outcomes in patients with hormone receptor-positive (HR+)/human epidermal growth factor receptor-negative (HER2-) metastatic breast cancer (MBC) treated in routine clinical practice in the USA. PATIENTS AND METHODS: This was a retrospective observational analysis of electronic health records within the Flatiron Health Analytic Database. A total of 1430 patients with ≥ 3 months of follow-up received palbociclib plus letrozole or letrozole alone in the first-line setting between February 3, 2015, and February 28, 2019. Stabilized inverse probability treatment weighting (sIPTW) was used to balance baseline demographic and clinical characteristics. Real-world progression-free survival (rwPFS) and overall survival (OS) were analyzed. RESULTS: After sIPTW adjustment, median follow-up was 24.2 months (interquartile range [IQR], 14.2-34.9) in the palbociclib group and 23.3 months (IQR, 12.7-34.3) in those taking letrozole alone. Palbociclib combination treatment was associated with significantly longer median rwPFS compared to letrozole alone (20.0 vs 11.9 months; hazard ratio [HR], 0.58; 95% CI, 0.49-0.69; P < 0.0001). Median OS was not reached in the palbociclib group and was 43.1 months with letrozole alone (HR, 0.66; 95% CI, 0.53-0.82; P = 0.0002). The 2-year OS rate was 78.3% in the palbociclib group and 68.0% with letrozole alone. A propensity score matching analysis showed similar results. CONCLUSIONS: In this "real-world" population of patients with HR+/HER2- MBC, palbociclib in combination with endocrine therapy was associated with improved survival outcomes compared with patients treated with letrozole alone in the first-line setting. TRIAL REGISTRATION: Clinicaltrials.gov; NCT04176354.


Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Neoplasias da Mama/tratamento farmacológico , Letrozol/uso terapêutico , Piperazinas/uso terapêutico , Piridinas/uso terapêutico , Idoso , Inibidores da Aromatase/uso terapêutico , Neoplasias da Mama/metabolismo , Neoplasias da Mama/mortalidade , Neoplasias da Mama/patologia , Feminino , Humanos , Pessoa de Meia-Idade , Intervalo Livre de Progressão , Inibidores de Proteínas Quinases/uso terapêutico , Receptor ErbB-2/deficiência , Receptores de Estrogênio/metabolismo , Receptores de Progesterona/metabolismo , Estudos Retrospectivos , Taxa de Sobrevida
9.
Prostate Cancer Prostatic Dis ; 24(4): 1032-1040, 2021 12.
Artigo em Inglês | MEDLINE | ID: mdl-33612825

RESUMO

OBJECTIVE: Evaluation of the comparative effectiveness of enzalutamide and abiraterone in patients with metastatic castration-resistant prostate cancer (mCRPC) is limited to meta-analyses of randomized trials that exclude patients with significant comorbidities. We evaluated overall survival (OS) in patients with chemotherapy-naive mCRPC treated with enzalutamide or abiraterone acetate (abiraterone) in a real-world single payer setting. METHODS: A retrospective analysis (4/1/2014-3/31/2018) of the Veterans Health Administration (VHA) database was conducted. Patients with mCRPC had ≥1 pharmacy claim for enzalutamide or abiraterone (first claim date = index date) following disease progression on surgical/medical castration, without chemotherapy <12 months prior to index date. Patients had continuous VHA enrollment for ≥12 months pre-index date and were followed until death, disenrollment, or end of study. Kaplan-Meier analysis and multivariable Cox proportional hazards regression models examined the OS treatment effect. RESULTS: Patients with chemotherapy-naive mCRPC (N = 3174; enzalutamide, n = 1229; abiraterone, n = 1945) had mean ages of 74 and 73 years, respectively. Median follow-up was 18.27 and 19.07 months with enzalutamide and abiraterone, respectively. Enzalutamide-treated patients had longer median treatment duration than abiraterone-treated patients (9.93 vs 8.47 months, respectively, p = 0.0008). After baseline comorbidity adjustment, enzalutamide-treated patients had a 16% reduced risk of death (hazard ratio [HR] = 0.84; 95% CI, 0.76-0.94; p = 0.0012). For patients who remained on first line-therapy only, enzalutamide-treated patients had improved OS versus abiraterone-treated patients (HR = 0.71; 95% CI, 0.62-0.82). Enzalutamide-treated patients who crossed over to abiraterone had a comparable risk of death versus abiraterone-treated patients who crossed over to enzalutamide (HR = 1.10; 95% CI, 0.89-1.35). These results were confirmed by sensitivity analysis, which considered prognostic variables. CONCLUSIONS: Retrospective analysis of the VHA database indicated that chemotherapy-naive patients with mCRPC initiating therapy with enzalutamide had improved survival versus abiraterone.


Assuntos
Acetato de Abiraterona/uso terapêutico , Benzamidas/uso terapêutico , Nitrilas/uso terapêutico , Feniltioidantoína/uso terapêutico , Neoplasias de Próstata Resistentes à Castração/tratamento farmacológico , Neoplasias de Próstata Resistentes à Castração/mortalidade , Idoso , Progressão da Doença , Humanos , Masculino , Metástase Neoplásica , Neoplasias de Próstata Resistentes à Castração/patologia , Estudos Retrospectivos , Análise de Sobrevida , Estados Unidos , Veteranos
10.
J Am Soc Cytopathol ; 10(2): 216-224, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33097464

RESUMO

INTRODUCTION: Fine-needle aspiration (FNA) of nodal metastases plays a key role in the diagnosis of oropharyngeal squamous cell carcinoma (OPSCC). Because of significant clinical implications of human papillomavirus (HPV)-related OPSCC, immunohistochemistry for p16 as a surrogate marker for high-risk HPV is an important ancillary test. After our laboratory switched from CytoLyt to formalin fixative for FNA needle rinses generating cell block (CB) material, we investigated the impact of this protocol change on the accuracy of p16 results. MATERIALS AND METHODS: FNA specimens of head and neck lesions with p16 staining performed on CB, from 1 year before and after the implementation of formalin-fixed CB (FCB) were identified. Nuclear and cytoplasmic p16 expression was scored and compared to p16 status on corresponding surgical specimens. RESULTS: There were no false-positive results with either fixative. CytoLyt-fixed CB (CCB) had 47% (7 of 15) false-negative cases, whereas FCB had none, with 100% diagnostic accuracy for p16-negative (n = 6) and p16-positive (n = 15) results. False-negative CCB showed 0% to 10% nuclear and 0% to 65% weak cytoplasmic staining, whereas true-positive CCB showed 10% to 85% nuclear and 35% to 90% cytoplasmic staining. p16-negative FCB showed 0% nuclear and cytoplasmic staining, and p16-positive FCB showed 30% to 100% moderate-strong nuclear and cytoplasmic staining. Interobserver variability was greater with CCB. CONCLUSIONS: In our laboratory, formalin fixation of CB material improved the accuracy of p16 interpretation. Staining in FCB was also more robust than CCB, which showed weaker cytoplasmic and more focal nuclear staining. Therefore, we advocate formalin fixation for head and neck cytology specimens that may require p16 testing.


Assuntos
Inibidor p16 de Quinase Dependente de Ciclina/metabolismo , Técnicas Citológicas/métodos , Fixadores , Neoplasias de Cabeça e Pescoço/patologia , Biópsia por Agulha Fina , Neoplasias de Cabeça e Pescoço/diagnóstico , Humanos , Imuno-Histoquímica/métodos , Estudos Retrospectivos , Fixação de Tecidos/métodos
11.
Eur Heart J Cardiovasc Pharmacother ; 7(5): 405-414, 2021 09 21.
Artigo em Inglês | MEDLINE | ID: mdl-33010157

RESUMO

AIMS: Polypharmacy is prevalent among non-valvular atrial fibrillation (NVAF) patients and presents a potential issue for the effective management of NVAF. This study compared the risk of stroke/systemic embolism (SE) and major bleeding (MB) among NVAF patients with polypharmacy newly prescribed oral anticoagulants (OACs). METHODS AND RESULTS: A retrospective study of NVAF patients with polypharmacy who initiated OACs from 01 January 2013 to 30 September 2015 was conducted using US CMS Medicare and four commercial databases. Polypharmacy was defined as ≥6 concomitant medications on the index date. Propensity score matching was conducted to compare non-vitamin K antagonists OACs (NOACs) to warfarin as well as between NOACs. Cox proportional hazard models were used to evaluate the risk of stroke/SE and MB. A total of 188 893 patients with polypharmacy were included, with an average of 8 concomitant medications (interquartile range 6-9). Compared to warfarin, apixaban [hazard ratio (HR): 0.59, 95% confidence interval (CI): 0.52-0.68], and rivaroxaban (HR: 0.75, 95% CI: 0.69-0.83) were associated with a lower risk of stroke/SE. Apixaban (HR: 0.57, 95% CI: 0.54-0.61) and dabigatran (HR: 0.76, 95% CI: 0.66-0.88) were associated with a decreased risk of MB compared with warfarin. Compared with dabigatran and rivaroxaban, apixaban was associated with a lower risk of stroke/SE and MB. Dabigatran was associated with lower risk of MB compared with rivaroxaban. CONCLUSIONS: In this observational study of anticoagulated NVAF patients with polypharmacy, effectiveness and safety profiles are more favourable for NOACs vs. warfarin. Our observations are hypothesis generating and may help inform future clinical trials regarding appropriate OAC treatment selection in polypharmacy patients.


Assuntos
Fibrilação Atrial , Administração Oral , Idoso , Anticoagulantes/efeitos adversos , Fibrilação Atrial/complicações , Fibrilação Atrial/diagnóstico , Fibrilação Atrial/tratamento farmacológico , Humanos , Medicare , Polimedicação , Estudos Retrospectivos , Estados Unidos/epidemiologia
12.
Thromb Haemost ; 121(3): 383-395, 2021 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-33171521

RESUMO

BACKGROUND: This study primarily evaluates the risk of recurrent venous thromboembolism (VTE) and major bleeding (MB) among patients with VTE and active cancer prescribed apixaban, low-molecular-weight heparin (LMWH), or warfarin, with claims data. METHODS: Four U.S. commercial insurance claims databases were used to identify patients with VTE and active cancer who initiated apixaban, LMWH, or warfarin within 30 days following the first VTE event. Stabilized inverse-probability treatment weighting (IPTW) was used to balance treatment cohorts. Cox proportional hazard models were used to evaluate risk of recurrent VTE and MB. RESULTS: All eligibility criteria were fulfilled by 3,393 apixaban, 6,108 LMWH, and 4,585 warfarin patients. After IPTW, all patient characteristics were balanced. When the follow-up was censored at 6 months, apixaban patients had a lower risk of recurrent VTE (hazard ratio [HR]: 0.61; 95% confidence interval [CI]: 0.47-0.81) and MB (HR: 0.63; 95% CI: 0.47-0.86) versus LMWH. Apixaban patients had a lower risk of recurrent VTE (HR: 0.68; 95% CI: 0.52-0.90) and similar risk of MB (HR: 0.73; 95% CI: 0.53-1.00) versus warfarin. Warfarin patients had a similar risk of recurrent VTE (HR: 0.91; 95% CI: 0.72-1.15) and MB (HR: 0.87; 95% CI: 0.68-1.12) versus LMWH. The trends were similar for the entire follow-up; however, apixaban patients had a lower risk of MB versus warfarin patients. CONCLUSION: Patients with VTE and active cancer who initiated apixaban had a lower risk of recurrent VTE and MB compared with LMWH patients. Apixaban patients also had a lower risk of recurrent VTE compared with warfarin patients.


Assuntos
Anticoagulantes/uso terapêutico , Heparina de Baixo Peso Molecular/uso terapêutico , Neoplasias/complicações , Pirazóis/uso terapêutico , Piridonas/uso terapêutico , Tromboembolia Venosa/tratamento farmacológico , Varfarina/uso terapêutico , Adulto , Idoso , Idoso de 80 Anos ou mais , Anticoagulantes/efeitos adversos , Inibidores do Fator Xa/efeitos adversos , Inibidores do Fator Xa/uso terapêutico , Feminino , Heparina de Baixo Peso Molecular/efeitos adversos , Humanos , Masculino , Pessoa de Meia-Idade , Pirazóis/efeitos adversos , Piridonas/efeitos adversos , Estados Unidos/epidemiologia , Tromboembolia Venosa/epidemiologia , Varfarina/efeitos adversos , Adulto Jovem
13.
Drugs Real World Outcomes ; 7(4): 261-269, 2020 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-32725539

RESUMO

BACKGROUND: Data are sparse concerning the sequential use of multiple anaplastic lymphoma kinase (ALK) inhibitors for ALK-positive locally advanced or metastatic non-small cell lung cancer (NSCLC). OBJECTIVE: This study investigated sequencing and outcomes among patients receiving multiple ALK inhibitors. PATIENTS AND METHODS: This was a retrospective observational cohort study of adult patients with ALK-positive NSCLC treated with available first- and second-generation ALK inhibitors from 1 September 2011 to 31 December 2017. Duration of therapy (DOT) and overall survival (OS) were assessed with the Kaplan-Meier method. A multivariable linear regression analysis was performed to assess if DOT with a preceding ALK inhibitor was predictive of DOT for subsequent ALK inhibitor treatments. RESULTS: A total of 410 patients were analyzed: 57% received 1 ALK inhibitor; 35%, 2 ALK inhibitors; and 8%, 3-4 ALK inhibitors. Among those receiving > 1 ALK inhibitor (n = 177), 60% received a crizotinib-led sequence and 39% an alectinib-led sequence. Nearly 60% of the overall population received chemotherapy prior to their first ALK inhibitor. Median OS for the study population was 28 months, 15 months in patients who received 1 ALK inhibitor, 42 months in patients who received 2 ALK inhibitors, and 56 months in patients who received 3-4 ALK inhibitors. Longer DOT of the first ALK inhibitor was associated with increased DOT of the second (p < 0.0001), and longer DOT of the second ALK inhibitor was associated with increased DOT of the third (p < 0.0001). CONCLUSIONS: This study provides initial information on real-world treatment patterns following the introduction of new ALK inhibitors, and supports the use of sequential ALK therapies.

14.
Adv Ther ; 37(7): 3311-3323, 2020 07.
Artigo em Inglês | MEDLINE | ID: mdl-32472430

RESUMO

INTRODUCTION: The anaplastic lymphoma kinase (ALK) tyrosine kinase inhibitor (TKI) alectinib was approved in Japan in 2014 for the treatment of ALK fusion gene-positive advanced non-small cell lung cancer (NSCLC). With the approvals of crizotinib in 2012 and ceritinib in 2017, Japan became the first country with multiple ALK TKIs available for first-line or later use in patients with ALK-positive advanced NSCLC. Here, we collected and evaluated real-world data on ALK TKI clinical usage patterns and sequencing in patients with ALK-positive NSCLC in Japan. METHODS: This retrospective observational study used the Japanese Medical Data Vision database to analyze data from patients with a confirmed diagnosis of lung cancer who visited a healthcare facility in the database between April 2010 and March 2017, underwent an ALK test, received a prescription for an ALK TKI, and were at least 18 years old as of the date of the first ALK TKI prescription. There were no exclusion criteria. Descriptive analyses of demographics, baseline characteristics, ALK TKI treatment patterns and sequences, non-ALK TKI treatments received before, during, and after ALK TKI treatment, and treatment durations were reported. RESULTS: A total of 378 patients met the inclusion criteria and were evaluated in mutually exclusive groups of patients receiving one, two, or three ALK TKIs. The initial ALK TKI prescribed was crizotinib for 52.1% of patients and alectinib for 47.9% of patients; however, the proportion of patients receiving alectinib as the initial ALK TKI increased over time following the Japanese approval of alectinib in 2014. Of the 117 patients who received two or three ALK TKIs, 106 received crizotinib as the first ALK TKI and 11 received alectinib. Before the date of the patient's first ALK TKI prescription, 153 of 378 patients (40.5%) had received chemotherapy. Of 104 patients who discontinued ALK therapy, 46.2% received chemotherapy and 5.8% received immunotherapy as their next treatment. CONCLUSION: At the time of this analysis, most patients who received more than one ALK TKI received crizotinib as the initial ALK TKI. Additional ALK TKIs have since been approved in Japan as first-line or later therapeutic options for patients with ALK-positive NSCLC, but the optimal sequence of ALK TKI usage remains undetermined. As new data continue to emerge, additional research will be warranted to evaluate ALK TKI sequences that do not include crizotinib as the first therapy in this patient population.


Assuntos
Quinase do Linfoma Anaplásico/uso terapêutico , Carbazóis/uso terapêutico , Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Crizotinibe/uso terapêutico , Neoplasias Pulmonares/tratamento farmacológico , Piperidinas/uso terapêutico , Inibidores de Proteínas Quinases/uso terapêutico , Pirimidinas/uso terapêutico , Receptores Proteína Tirosina Quinases/efeitos dos fármacos , Sulfonas/uso terapêutico , Idoso , Quinase do Linfoma Anaplásico/antagonistas & inibidores , Carcinoma Pulmonar de Células não Pequenas/epidemiologia , Feminino , Humanos , Japão/epidemiologia , Neoplasias Pulmonares/epidemiologia , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos
15.
J Manag Care Spec Pharm ; 26(8): 1017-1026, 2020 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-32452277

RESUMO

BACKGROUND: Venous thromboembolism (VTE), constituting deep vein thrombosis (DVT) and pulmonary embolism (PE), is a common cause of vascular-related morbidity and mortality, resulting in a significant clinical and economic burden in the United States each year. Clinical guidelines recommend that patients with DVT and PE without cancer should be initiated on anticoagulation therapy with a direct oral anticoagulant over a vitamin K antagonist. Yet there is limited real-world evidence comparing the economic burden of warfarin and apixaban in treating VTE patients in a large commercially insured population. OBJECTIVE: To compare safety and effectiveness of warfarin and apixaban and evaluate associated economic burden in treating VTE patients in a large U.S. commercial health care claims database. METHODS: The PharMetrics Plus database was used to identify oral anticoagulant (OAC)-naive patients aged ≥ 18 years who initiated apixaban or warfarin within 30 days of a qualifying VTE encounter and had continuous health plan enrollment with medical and pharmacy benefits for 6 months before treatment initiation. Apixaban initiators and warfarin initiators were matched using the propensity score matching (PSM) technique. Cox proportional hazard models were used to assess and compare the risk of major bleeding (MB), clinically relevant nonmajor (CRNM) bleeding, and recurrent VTE. Generalized linear models were used to assess and compare the all-cause health care costs. A 2-part model with bootstrapping was used to evaluate MB- and recurrent VTE-related medical costs. RESULTS: Among 25,193 prematched patients, 13,421 (53.3%) were prescribed warfarin and 11,772 (46.7%) were prescribed apixaban. After 1:1 PSM, 8,858 matched warfarin-apixaban pairs were selected with a mean follow-up of 109 days and 103 days, respectively. Warfarin was associated with a significantly higher risk of MB (HR = 1.52, 95% CI = 1.14-2.04), CRNM bleeding (HR = 1.27, 95% CI = 1017.15-1.40), and recurrent VTE (HR = 1.50, 95% CI = 1.24-1.82) compared with apixaban. Warfarin patients had significantly higher all-cause medical costs per patient per month (PPPM; $2,333 vs. $1,992; P = 0.001), MB-related costs PPPM ($112 vs. $65; P = 0.020), and recurrent VTE-related costs PPPM ($287 vs. $206; P = 0.014) compared with apixaban patients. Warfarin patients had similar all-cause total health care costs PPPM ($2,630 vs. $2,420; P = 0.051) compared with apixaban patients. CONCLUSIONS: Warfarin use was associated with a higher risk of MB, CRNM bleeding, and recurrent VTE compared with apixaban. Warfarin use was also associated with higher all-cause medical costs, MB-related medical costs, and recurrent VTE-related costs PPPM compared with apixaban. DISCLOSURES: This study was funded by Bristol Myers Squibb and Pfizer, which were also involved in the study design, as well as writing and revising of the manuscript. Guo, Rajpura, Okano, and Rosenblatt are employees of Bristol Myers Squibb. Hlavacek, Mardekian, and Russ are employees of Pfizer. Keshishian, Sah, Delinger, and Mu are employees of SIMR, LLC, which received funding from the study sponsors to conduct this study.


Assuntos
Custos de Cuidados de Saúde/tendências , Revisão da Utilização de Seguros/economia , Revisão da Utilização de Seguros/tendências , Pirazóis/economia , Piridonas/economia , Tromboembolia Venosa/economia , Varfarina/economia , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Anticoagulantes , Estudos de Coortes , Feminino , Hemorragia/induzido quimicamente , Hemorragia/economia , Hemorragia/epidemiologia , Humanos , Masculino , Pessoa de Meia-Idade , Pirazóis/efeitos adversos , Pirazóis/uso terapêutico , Piridonas/efeitos adversos , Piridonas/uso terapêutico , Estudos Retrospectivos , Resultado do Tratamento , Estados Unidos/epidemiologia , Tromboembolia Venosa/tratamento farmacológico , Tromboembolia Venosa/epidemiologia , Varfarina/efeitos adversos , Varfarina/uso terapêutico , Adulto Jovem
16.
PLoS One ; 15(4): e0227256, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32315295

RESUMO

There is growing interest in leveraging real-world data to complement knowledge gained from randomized clinical trials and inform the design of prospective randomized studies in oncology. The present study compared clinical outcomes in women with metastatic breast cancer who received letrozole as first-line monotherapy in oncology practices across the United States versus patients in the letrozole-alone cohort of the PALOMA-2 phase 3 trial. The real-world cohort (N = 107) was derived from de-identified patient data from the Flatiron Health electronic health record database. The clinical trial cohort (N = 222) comprised postmenopausal women in the letrozole-alone arm of PALOMA-2. Patients in the real-world cohort received letrozole monotherapy per labeling and clinical judgment; patients in PALOMA-2 received letrozole 2.5 mg/d, continuous. Real-world survival and response rates were based on evidence of disease burden curated from clinician notes, radiologic reports, and pathology reports available in the electronic health record. Progression-free survival and objective response rate in PALOMA-2 were based on Response Evaluation Criteria in Solid Tumors v1.1. Concordance of survival and response rates were retrospectively assessed using inverse probability of treatment weighting-adjusted Cox regression analysis. Inverse probability of treatment weighting-adjusted Cox regression results showed similar median progression-free survival in the real-world and PALOMA-2 cohorts (18.4 and 16.6 months, respectively): the hazard ratio using real-world data as reference was 1.04 (95% CI, 0.69-1.56). No significant difference was observed in response rates: 41.8% in the real-world cohort vs 39.4% in the PALOMA-2 cohort (odds ratio using real-world data as reference: 0.91 [95% CI, 0.57-1.44]). These findings indicate that data abstracted from electronic health records with proper quality controls can yield meaningful information on clinical outcomes. These data increase confidence in the use of real-world assessments of progression and response as efficacy endpoints. Trial registration NCT01740427; Funding: Pfizer.


Assuntos
Antineoplásicos Hormonais/uso terapêutico , Inibidores da Aromatase/uso terapêutico , Neoplasias da Mama/tratamento farmacológico , Letrozol/uso terapêutico , Adulto , Neoplasias da Mama/mortalidade , Neoplasias da Mama/patologia , Registros Eletrônicos de Saúde/estatística & dados numéricos , Feminino , Humanos , Intervalo Livre de Progressão , Receptor ErbB-2/metabolismo , Receptores de Estrogênio/metabolismo , Receptores de Progesterona/metabolismo , Critérios de Avaliação de Resposta em Tumores Sólidos , Estados Unidos/epidemiologia
17.
Adv Ther ; 37(5): 2083-2097, 2020 05.
Artigo em Inglês | MEDLINE | ID: mdl-32112280

RESUMO

INTRODUCTION: Prostate cancer (PC) is the second leading cause of cancer death among US men and accounts for considerable healthcare expenditures. We evaluated economic outcomes in men with chemotherapy-naïve metastatic castration-resistant PC (mCRPC) treated with enzalutamide or abiraterone acetate plus prednisone (abiraterone). METHODS: We performed a retrospective analysis on 3174 men (18 years or older) utilizing the Veterans Health Administration (VHA) database from 1 April 2014 to 31 March 2018. Men with mCRPC were included if they had at least one pharmacy claim for enzalutamide or abiraterone (first claim date = index date) following surgical or medical castration, had no chemotherapy treatment within 12 months prior to the index date, and had continuous VHA enrollment for at least 12 months pre- and post-index date. Men were followed until death, disenrollment, or end of study and were 1:1 propensity score matched (PSM). All-cause and PC-related resource use and costs per patient per month (PPPM) in the 12 months post index were compared between matched cohorts. RESULTS: We identified 1229 men with mCRPC prescribed enzalutamide and 1945 prescribed abiraterone with mean ages of 74 and 73 years, respectively. After PSM, each cohort had 1160 patients. The enzalutamide cohort had fewer all-cause (2.51 vs 2.86; p < 0.0001) and PC-related outpatient visits (0.86 vs 1.03; p < 0.0001), with corresponding lower all-cause ($2588 vs $3115; p < 0.0001) and PC-related ($1356 vs $1775; p < 0.0001) PPPM outpatient costs compared with the abiraterone cohort. All-cause total costs (medical and pharmacy) PPPM ($8085 vs $9092; p = 0.0002) and PC-related total costs PPPM ($6321 vs $7280; p < 0.0001) were significantly lower in the enzalutamide cohort compared with the abiraterone cohort. CONCLUSIONS: Enzalutamide-treated men with chemotherapy-naïve mCRPC had significantly lower resource utilization and healthcare costs compared with abiraterone-treated men.


Prostate cancer (PC) is the second leading cause of death among men with cancer in the USA. Healthcare costs associated with PC, including hospitalizations, outpatient visits, and medications prescribed to treat adverse effects, depend on the severity of the disease and intensity of treatment, but are generally very high. Enzalutamide and abiraterone acetate with prednisone (abiraterone) are both approved treatments for men with PC that does not respond to treatments that reduce the male hormone testosterone, known as castration-resistant PC (CRPC). These drugs are associated with varying treatment duration and different adverse effects, and therefore could result in differences in the use of healthcare resources and overall cost of treatment. Here we evaluated the healthcare resource utilization (HCRU), which was calculated as the average number of healthcare encounters, including inpatient stays, outpatient visits, and pharmacy visits, and length of inpatient stays, and treatment costs associated with use of enzalutamide or abiraterone by men with metastatic CRPC (mCRPC), who had not received prior chemotherapy in the Veterans Health Administration. We found that men with chemotherapy-naïve mCRPC treated with enzalutamide used less healthcare resources and incurred lower total healthcare costs than men treated with abiraterone. On average, all-cause total healthcare costs were $1007 per patient per month lower and PC-related total healthcare costs were $959 per patient per month lower for patients treated with enzalutamide than those treated with abiraterone. These results support the hypothesis that the long-term HCRU and costs of enzalutamide may be lower compared with abiraterone.


Assuntos
Acetato de Abiraterona/economia , Androstenos/economia , Antineoplásicos Hormonais/economia , Feniltioidantoína/análogos & derivados , Prednisona/economia , Neoplasias de Próstata Resistentes à Castração/tratamento farmacológico , Acetato de Abiraterona/uso terapêutico , Adulto , Idoso , Androstenos/uso terapêutico , Antineoplásicos Hormonais/uso terapêutico , Benzamidas , Estudos de Coortes , Esquema de Medicação , Custos de Cuidados de Saúde , Humanos , Masculino , Pessoa de Meia-Idade , Nitrilas , Feniltioidantoína/economia , Feniltioidantoína/uso terapêutico , Prednisona/uso terapêutico , Neoplasias de Próstata Resistentes à Castração/economia , Neoplasias de Próstata Resistentes à Castração/patologia , Estudos Retrospectivos
18.
Arq. bras. cardiol ; Arq. bras. cardiol;114(3): 457-466, mar. 2020. tab, graf
Artigo em Inglês | LILACS | ID: biblio-1088898

RESUMO

Abstract Background: The safety and effectiveness of warfarin depend on anticoagulation control quality. Observational studies associate poor control with increased morbidity, mortality and healthcare costs. Objectives: To develop a profile of non-valvular atrial fibrillation (NVAF) patients treated with warfarin in a Brazilian private ambulatory and hospital setting, evaluate the quality of anticoagulation control, and its association with clinical and economic outcomes. Methods: This retrospective study, through a private health insurance dataset in Brazil, identified NVAF patients treated with warfarin between 01 MAY 2014 to 30 APRIL 2016, described their anticoagulation management, and quantified disease-related costs. Data on demographics, clinical history, concomitant medication and time in therapeutic range (TTR) of international normalized ratio (INR) values were retrieved. Patients were grouped into TTR quartiles, with good control defined as TTR ≥ 65% (Rosendaal method). Major bleeds and all-cause direct medical costs were calculated and compared between good and poor control subgroups. P-values < 0.05 were considered statistically significant. Results: The analysis included 1220 patients (median follow-up: 1.5 years; IQR: 0.5-2.0). On average, each patient received 0.95 monthly INR measurements (mean INR: 2.60 ± 0.88, with 26.1% of values < 2 and 24.8% > 3), (median TTR: 58%; IQR: 47-68%), (mean TTR: 56.6% ± 18.9%). Only 31% of patients were well-controlled (mean TTR: 78% ± 10%), with 1.6% having major bleeds within median follow-up, and direct medical costs per member per year (PMPY) of R$25,352(± R$ 37,762). Poorly controlled patients (69%) were associated with 3.3 times more major bleeds (5.3% vs. 1.6%; p < 0.01) and 40% higher costs (R$35,384 vs. R$25,352; p < 0.01). Conclusions: More than 60% of the patients were below the desired target and the associated costs were higher.


Resumo Fundamento: A segurança e a eficácia da varfarina dependem da qualidade do controle da anticoagulação. Estudos observacionais associam controle deficiente com aumento de morbidade, mortalidade e custos com saúde. Objetivos: Desenvolver um perfil de pacientes com fibrilação atrial não valvar (FANV) tratados com varfarina em ambiente ambulatorial e hospitalar privado brasileiro, avaliar a qualidade do controle da anticoagulação e sua associação com resultados clínicos e econômicos. Métodos: Este estudo retrospectivo, por meio de um conjunto de dados de seguros privados de saúde no Brasil, identificou pacientes com FANV tratados com varfarina entre 01 de maio de 2014 a 30 de abril de 2016, descreveu seu manejo da anticoagulação e quantificou os custos relacionados à doença. Foram recuperados dados demográficos, histórico clínico, medicação concomitante e tempo na faixa terapêutica (TTR) dos valores da razão normalizada internacional (RNI). Os pacientes foram agrupados em quartis de TTR, com um bom controle sendo definido como TTR ≥65% (método de Rosendaal). Sangramentos maiores e custos médicos diretos por todas as causas foram calculados e comparados entre subgrupos de controle bons e ruins. Valores de p < 0,05 foram considerados estatisticamente significantes. Resultados: A análise incluiu 1220 pacientes (mediana de seguimento: 1,5 anos; IIQ: 0,5-2,0). Em média, cada paciente recebeu 0,95 medidas mensais de RNI (RNI média: 2,60 ± 0,88, com 26,1% dos valores < 2 e 24,8% > 3), (mediana de TTR: 58%; IIQ: 47-68%), (TTR médio: 56,6% ± 18,9%). Apenas 31% dos pacientes estavam bem controlados (TTR médio: 78% ± 10%), com 1,6% apresentando grandes sangramentos na mediana do seguimento e custos médicos diretos por membro por ano (PMPY) de R$25.352 (± R$37.762). Pacientes com controle abaixo do ideal (69%) foram associados a 3,3 vezes mais sangramentos graves (5,3% vs. 1,6%; p <0,01) e custos 40% maiores (R$35.384 vs. R$25.352; p < 0,01). Conclusões: Mais de 60% dos pacientes estavam abaixo da meta desejada e os custos associados foram significativamente maiores nesta população.


Assuntos
Humanos , Fibrilação Atrial , Acidente Vascular Cerebral , Varfarina , Brasil , Estudos Retrospectivos , Resultado do Tratamento , Coeficiente Internacional Normatizado , Anticoagulantes
19.
Postgrad Med ; 131(3): 225-229, 2019 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-30794760

RESUMO

OBJECTIVE: Opioids with abuse-deterrent properties may reduce widespread abuse, misuse, and diversion of these products. This study aimed to quantify misuse, abuse, dependence, and health resource use of extended-release morphine sulfate with sequestered naltrexone hydrochloride (ER-MSN; EMBEDA®), compared with non-abuse-deterrent extended-release morphine (ERM) products in Medicaid non-cancer patients. METHODS: Administrative medical and pharmacy claims data were analyzed for 10 Medicaid states from 1 January 2015, to 30 June 2016. Patients were included if they received a prescription for ER-MSN or any oral, non-abuse-deterrent ERM. Index date was the date of first prescription for an ER-MSN or ERM. Abuse/dependence, non-fatal overdose, emergency department (ED) visits, and ED/inpatient readmissions were determined for each participant. An overall measure of misuse and abuse was also calculated. To account for differences in follow-up, all counts are expressed per 100 patient-years. RESULTS: There were 4,857 patients who received ER-MSN and 10,357 who received an ERM. The average age in the two cohorts was approximately 45 years old. From pre-index to follow-up, the number of patients per 100 patient-years with a diagnosis code indicating abuse or dependence increased by 0.91 (95% confidence interval [CI]: 0.85, 0.97) in the ER-MSN cohort and 2.23 (95% CI: 2.14, 2.32) in the ERM cohort. The number of patients per 100 patient-years with an opioid-related non-fatal overdose increased by 0.05 (95% CI: 0.04, 0.06) in the ER-MSN cohort compared with 0.11 (95% CI: 0.09, 0.13) in the ERM cohort. The opioid abuse overall composite score increased by 1.36 (95% CI: 1.24, 1.48) in the post-index period in the ER-MSN cohort compared to 3.21 (95% CI: 3.10, 3.32) in the ERM cohort. CONCLUSION: Misuse, abuse, and dependence events were numerically lower in patients receiving ER-MSN compared with those receiving ERM products.


Assuntos
Analgésicos Opioides/administração & dosagem , Morfina/administração & dosagem , Antagonistas de Entorpecentes/administração & dosagem , Transtornos Relacionados ao Uso de Opioides/epidemiologia , Uso Indevido de Medicamentos sob Prescrição/estatística & dados numéricos , Adolescente , Adulto , Estudos de Coortes , Preparações de Ação Retardada , Feminino , Humanos , Masculino , Medicaid/estatística & dados numéricos , Pessoa de Meia-Idade , Naltrexona/administração & dosagem , Aceitação pelo Paciente de Cuidados de Saúde/estatística & dados numéricos , Estudos Retrospectivos , Estados Unidos , Adulto Jovem
20.
Clin Ther ; 41(3): 494-504.e1, 2019 03.
Artigo em Inglês | MEDLINE | ID: mdl-30792074

RESUMO

PURPOSE: In addition to biomarker status, treatment selection for metastatic breast cancer (mBC) includes individual patient and clinical characteristics such as tumor burden, timing of disease recurrence, and comorbidities. Women with mBC may take medications that can increase the risk of drug-induced toxicities, including prolongation of cardiac repolarization (prolongation of QT interval). Corrected QT (QTc) prolongation, a toxicity associated with many cancer treatments, can lead to potentially life-threatening ventricular arrhythmias. As such, it is important to identify patients at risk for QTc prolongation due to comorbid conditions, concomitant medications, or electrolyte abnormalities. This real-world study estimated the proportion of women with hormone receptor‒positive (HR+)/human epidermal growth factor receptor 2‒negative (HER2‒) mBC who may be at risk of developing QTc prolongation. Results in the elderly are also included. METHODS: This retrospective, cross-sectional cohort study used the Truven Health MarketScan and Optum Clinformatics administrative claims databases. Patients' medical and pharmacy data were evaluated to assess the risk of QTc prolongation. Prescription and medication administration claims were evaluated during the 7-day period before the index date (ie, first secondary neoplasm diagnosis). In addition, International Classification of Diseases, Ninth/Tenth Revision, Clinical Modification, codes were evaluated 12 months before the index date to describe congenital long QT syndrome, cardiac disease, and electrolyte abnormalities. FINDINGS: A cohort of 24,340 women with HR+/HER2‒ mBC were identified, including 5059 women aged 65-74 years and 4851 aged ≥75 years. Based on an overall analysis of risk factors (congenital long QT syndrome, cardiovascular disease, electrolyte abnormalities, or concomitant medications), 29.5% of all patients, 33.2% of patients aged 65-74 years, and 40.5% of patients aged ≥75 years had risk factors for QTc prolongation. IMPLICATIONS: This analysis of real-world data indicates that almost 1 in 3 women with HR+/HER2‒ mBC had congenital long QT syndrome, cardiovascular disease, and/or electrolyte abnormalities or received a concomitant medication that could increase the risk of developing QTc prolongation. The risk factors for congenital long QT syndrome, cardiovascular disease, or electrolyte abnormalities were more common in older patients. This analysis emphasizes the importance of individualized benefit/risk assessment during treatment decisions, especially when considering drugs with known or possible QTc prolongation risk.


Assuntos
Neoplasias da Mama/epidemiologia , Síndrome do QT Longo/epidemiologia , Adolescente , Adulto , Idoso , Estudos Transversais , Feminino , Humanos , Pessoa de Meia-Idade , Receptor ErbB-2 , Receptores de Esteroides , Estudos Retrospectivos , Fatores de Risco , Adulto Jovem
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