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1.
JNCI Cancer Spectr ; 5(6)2021 12.
Artigo em Inglês | MEDLINE | ID: mdl-34738073

RESUMO

Background: The Lung Computed Tomography Screening Reporting and Data System (Lung-RADS) reduces the false-positive rate of lung cancer screening but introduces prolonged periods of uncertainty for indeterminate findings. We assess the cost-effectiveness of a screening program that assesses indeterminate findings earlier via a hypothetical diagnostic biomarker introduced in place of Lung-RADS 3 and 4A guidelines. Methods: We evaluated the performance of the US Preventive Services Task Force (USPSTF) recommendations on lung cancer screening with and without a hypothetical noninvasive diagnostic biomarker using a validated microsimulation model. The diagnostic biomarker assesses the malignancy of indeterminate nodules, replacing Lung-RADS 3 and 4A guidelines, and is characterized by a varying sensitivity profile that depends on nodules' size, specificity, and cost. We tested the robustness of our findings through univariate sensitivity analyses. Results: A lung cancer screening program per the USPSTF guidelines that incorporates a diagnostic biomarker with at least medium sensitivity profile and 90% specificity, that costs $250 or less, is cost-effective with an incremental cost-effectiveness ratio lower than $100 000 per quality-adjusted life year, and improves lung cancer-specific mortality reduction while requiring fewer screening exams than the USPSTF guidelines with Lung-RADS. A screening program with a biomarker costing $750 or more is not cost-effective. The health benefits accrued and costs associated with the screening program are sensitive to the disutility of indeterminate findings and specificity of the biomarker, respectively. Conclusions: Lung cancer screening that incorporates a diagnostic biomarker, in place of Lung-RADS 3 and 4A guidelines, could improve the cost-effectiveness of the screening program and warrants further investigation.


Assuntos
Biomarcadores Tumorais/economia , Neoplasias Pulmonares/diagnóstico por imagem , Tomografia Computadorizada por Raios X/economia , Comitês Consultivos , Análise de Variância , Análise Custo-Benefício , Humanos , Neoplasias Pulmonares/prevenção & controle , Guias de Prática Clínica como Assunto , Avaliação de Programas e Projetos de Saúde , Anos de Vida Ajustados por Qualidade de Vida , Doses de Radiação , Sensibilidade e Especificidade , Tomografia Computadorizada por Raios X/métodos , Incerteza , Estados Unidos
2.
J Mol Diagn ; 23(4): 484-494, 2021 04.
Artigo em Inglês | MEDLINE | ID: mdl-33493663

RESUMO

The continued introduction of biomarkers and innovative testing methods makes already complex diagnosis in patients with stage IV non-small-cell lung cancer (NSCLC) even more complex. This study primarily analyzed variations in biomarker testing in clinical practice in patients referred to a comprehensive cancer center in the Netherlands. The secondary aim was to compare the cost of biomarker testing with the cost of whole-genome sequencing. The cohort included 102 stage IV NSCLC patients who received biomarker testing in 2017 or 2018 at the comprehensive cancer center. The complete biomarker testing history of the cohort was identified using linked data from the comprehensive cancer center and the nationwide network and registry of histopathology and cytopathology in the Netherlands. Unique biomarker-test combinations, costs, turnaround times, and test utilization were examined. The results indicate substantial variation in test utilization and sequences. The mean cost per patient of biomarker testing was 2259.92 ± 1217.10 USD, or 1881.23 ± 1013.15 EUR. Targeted gene panels were most frequently conducted, followed by IHC analysis for programmed cell death protein ligand 1. Typically, the most common biomarkers were assessed within the first tests, and emerging biomarkers were tested further down the test sequence. At the cost of current biomarker testing, replacing current testing with whole-genome sequencing would have led to cost-savings in only two patients (2%).


Assuntos
Carcinoma Pulmonar de Células não Pequenas/genética , Custos de Cuidados de Saúde , Neoplasias Pulmonares/genética , Aceitação pelo Paciente de Cuidados de Saúde , Sistema de Registros , Centros de Atenção Terciária , Sequenciamento Completo do Genoma/economia , Idoso , Biomarcadores Tumorais/economia , Biomarcadores Tumorais/genética , Carcinoma Pulmonar de Células não Pequenas/epidemiologia , Carcinoma Pulmonar de Células não Pequenas/patologia , Estudos de Coortes , Feminino , Humanos , Neoplasias Pulmonares/epidemiologia , Neoplasias Pulmonares/patologia , Masculino , Pessoa de Meia-Idade , Estadiamento de Neoplasias , Países Baixos/epidemiologia , Sequenciamento Completo do Genoma/métodos
3.
Artigo em Inglês | LILACS | ID: biblio-1151781

RESUMO

OBJECTIVE: To investigate, within a private health insurance, the ordering frequency and the costs related to inappropriate tumor markers test orders. METHODS: This study analyzed data regarding tumor markers requests within a private health insurance between 2010 and 2017. Patients included in this analysis were ≥ 50 years old, had available medical records, and had at least 1 tumor markers tested within the study period. Tests were considered inappropriate when tumor markers were used in screening for neoplasms, ie, when there was no previous diagnosis. We evaluated data regarding age, sex, the ordering physician's medical specialty, and test costs. RESULTS: Between 2010 and 2017, 1112 tumor markers tests were performed and increased from 52 to 262 per year. Our sample consisted mostly of women (69.50%) with a mean age of 59.40 (SD 8.20) years. Most orders were inappropriate (87.80%) and represented 79.40% of all expenses with tumor markers tests. Cardiology professionals were the medical specialty that requested the most tumor markers tests (23.90%), followed by internal medicine specialists (22.70%) and gynecologists (19.20%). CONCLUSIONS: We observed a high percentage of inappropriate test orders in the study period, resulting in elevated costs. Studies of this nature deserve the attention of health care managers, and interventions should be performed in order to reduce the inappropriate use of tumor markers tests in clinical practice.


OBJETIVO: investigar no âmbito de um plano de saúde privado a frequência de solicitação e os custos relacionados à solicitação inapropriada de marcadores tumorais. METODOLOGIA: Utilizou-se a base de dados de um plano de saúde privado entre os anos de 2010 a 2017. Foram incluídos na pesquisa, sujeitos com idade ≥ 50 anos, que apresentavam prontuários médicos acessíveis e que havia realizado a dosagem de algum marcadores tumorais no período. Considerou-se como "exame inapropriado" quando o marcador tumoral foi utilizado como rastreio de neoplasia, ou seja, quando não havia o diagnóstico prévio. Foram avaliados os dados referentes à idade, sexo, especialidade do médico solicitante e informações sobre os custos desses exames. RESULTADOS: Foram realizados um total 1.112 testes no período, representando um aumento de 52 para 262 exames/ano. A amostra foi composta na maioria pelo sexo feminino (69,50%), com média de idade de 59,40 ± 8,20 anos. A maioria das solicitações foram inapropriadas (87,80%). Notou-se que a solicitação desses exames, impactaram cerca de 79,40% dos gastos totais do plano de saúde com marcadores tumorais. Os cardiologistas foram a especialidade que mais solicitaram marcadores tumorais em 23,90% das ocasiões, seguidos pelos especialistas em clínica médica (22,70%) e ginecologistas (19,20%). CONCLUSÕES: Observamos um alto percentual de pedidos de exames inadequados no período do estudo, resultando em custos elevados. Estudos dessa natureza merecem a atenção dos gestores de saúde e intervenções devem ser realizadas a fim de reduzir o uso inadequado de testes de marcador tumoral na prática clínica.


Assuntos
Humanos , Masculino , Feminino , Pessoa de Meia-Idade , Idoso , Biomarcadores Tumorais/economia , Planos de Pré-Pagamento em Saúde/estatística & dados numéricos , Procedimentos Desnecessários/estatística & dados numéricos , Neoplasias/diagnóstico , Estudos Retrospectivos , Procedimentos Desnecessários/economia , Custos e Análise de Custo
4.
J Cancer Res Ther ; 16(Supplement): S39-S42, 2020 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-33380649

RESUMO

INTRODUCTION: Biomarkers which can predict disease progression and serve as prognostic indicators are necessary for better management of oral cancer. Studies have shown that Cholinesterase plays an important role in cellular proliferation, differentiation and may have a possible involvement in tumor growth. AIM AND OBJECTIVE: The present study is aimed to determine the utility of serum Butyrylcholinesterase (BChe) levels as a marker for progression of oral squamous cell carcinoma (OSCC) in relation to the grade of the tumor and to determine if any variation occurred in the levels of BChe before and after therapy. MATERIALS AND METHODS: A total of 120 patients were included in the study and divided into two groups as Group A-30 patients (healthy individuals) and Group B-90 cases of histopathologically diagnosed OSCC. The blood sample was collected before surgery, re-collected after the completion of radiotherapy (i.e., 3 and 6 months postsurgery) and analyzed biochemically for the concentration of BCh. STATISTICAL ANALYSIS: Paired t-test, ANOVA, and post hoc test (Bonferroni) were used for determining the statistical significance. RESULTS: BChe levels were lower in OSCC (2940.32-1405.50 u/l when compared with controls (11149.60-11243.07 unit/l) and this difference was statistically significant. Postoperatively at 3 months, the serum BChe levels of OSCC patients increased almost two-fold compared to the preoperative values, and this difference was also statistically significant (P = 0.000) After 6 months, these levels further increased but did not reach those of controls. CONCLUSION: BChe can be used as an inexpensive, easy to use, noninvasive biomarker for the evaluation of disease-free survival in OSCC patients.


Assuntos
Biomarcadores Tumorais/sangue , Butirilcolinesterase/sangue , Neoplasias Bucais/diagnóstico , Recidiva Local de Neoplasia/epidemiologia , Carcinoma de Células Escamosas de Cabeça e Pescoço/diagnóstico , Adulto , Biomarcadores Tumorais/economia , Butirilcolinesterase/economia , Estudos de Casos e Controles , Intervalo Livre de Doença , Estudos de Viabilidade , Feminino , Seguimentos , Humanos , Masculino , Pessoa de Meia-Idade , Mucosa Bucal/patologia , Mucosa Bucal/efeitos da radiação , Mucosa Bucal/cirurgia , Neoplasias Bucais/sangue , Neoplasias Bucais/mortalidade , Neoplasias Bucais/terapia , Período Pós-Operatório , Período Pré-Operatório , Prognóstico , Radioterapia Adjuvante , Carcinoma de Células Escamosas de Cabeça e Pescoço/sangue , Carcinoma de Células Escamosas de Cabeça e Pescoço/mortalidade , Carcinoma de Células Escamosas de Cabeça e Pescoço/terapia
5.
Int J Med Sci ; 17(17): 2826-2830, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-33162810

RESUMO

Background: Laryngeal squamous cell carcinoma (LSCC) ranks second in the mortality rate in respiratory malignant tumors and has potential similarity in genomic alterations with the esophageal squamous cell carcinoma (ESCC). The PLCE1 rs2274223 variant is the most significant susceptibility loci identified in ESCC. Whether it is also associated with LSCC susceptibility is still unclear. Materials and Methods: A total of 331 LSCC patients and 349 healthy controls were recruited in this study. The PLCE1 rs2274223 variant was genotyped by using the Taqman SNP Genotyping Assay. Association between PLCE1 rs2274223 variant and LSCC risk was estimated by logistic regression analysis, which was performed using SAS software. Results: The PLCE1 rs2274223 variant was identified to be significantly associated with the susceptibility of LSCC in the additive model (OR = 1.40, 95% CI: 1.06-1.86, P=0.019). Compared with the wild-type (AA) carriers, the risk genotype (GG) carriers had a 2.8-fold risk of LSCC (95% CI: 1.13-7.06, P=0.026). Stratified analysis showed that the association between rs2274223 and LSCC risk was with higher significance in individuals above 60 (P = 0.027) males (P = 0.030) or non-smokers (P = 0.026). Conclusion: The PLCE1 rs2274223 variant was significantly associated with risk of LSCC, which may be a potential biomarker and therapeutic target for the LSCC.


Assuntos
Biomarcadores Tumorais/economia , Predisposição Genética para Doença , Neoplasias Laríngeas/genética , Carcinoma de Células Escamosas de Cabeça e Pescoço/genética , Idoso , Estudos de Casos e Controles , Feminino , Técnicas de Genotipagem , Humanos , Neoplasias Laríngeas/diagnóstico , Neoplasias Laríngeas/epidemiologia , Neoplasias Laríngeas/patologia , Laringe/patologia , Masculino , Pessoa de Meia-Idade , Fosfoinositídeo Fosfolipase C , Polimorfismo de Nucleotídeo Único , Carcinoma de Células Escamosas de Cabeça e Pescoço/diagnóstico , Carcinoma de Células Escamosas de Cabeça e Pescoço/epidemiologia , Carcinoma de Células Escamosas de Cabeça e Pescoço/patologia
6.
BMC Med ; 18(1): 282, 2020 10 23.
Artigo em Inglês | MEDLINE | ID: mdl-33092592

RESUMO

BACKGROUND: Novel biological and precision therapies and their associated predictive biomarker tests offer opportunities for increased tumor response, reduced adverse effects, and improved survival. This systematic review determined if there are socio-economic inequalities in utilization of predictive biomarker tests and/or biological and precision cancer therapies. METHODS: MEDLINE, Embase, Scopus, CINAHL, Web of Science, PubMed, and PsycINFO were searched for peer-reviewed studies, published in English between January 1998 and December 2019. Observational studies reporting utilization data for predictive biomarker tests and/or cancer biological and precision therapies by a measure of socio-economic status (SES) were eligible. Data was extracted from eligible studies. A modified ISPOR checklist for retrospective database studies was used to assess study quality. Meta-analyses were undertaken using a random-effects model, with sub-group analyses by cancer site and drug class. Unadjusted odds ratios (ORs) and 95% confidence intervals (CIs) were computed for each study. Pooled utilization ORs for low versus high socio-economic groups were calculated for test and therapy receipt. RESULTS: Among 10,722 citations screened, 62 papers (58 studies; 8 test utilization studies, 37 therapy utilization studies, 3 studies on testing and therapy, 10 studies without denominator populations or which only reported mean socio-economic status) met the inclusion criteria. Studies reported on 7 cancers, 5 predictive biomarkers tests, and 11 biological and precision therapies. Thirty-eight studies (including 1,036,125 patients) were eligible for inclusion in meta-analyses. Low socio-economic status was associated with modestly lower predictive biomarker test utilization (OR 0.86, 95% CI 0.71-1.05; 10 studies) and significantly lower biological and precision therapy utilization (OR 0.83, 95% CI 0.75-0.91; 30 studies). Associations with therapy utilization were stronger in lung cancer (OR 0.71, 95% CI 0.51-1.00; 6 studies), than breast cancer (OR 0.93, 95% CI 0.78-1.10; 8 studies). The mean study quality score was 6.9/10. CONCLUSIONS: These novel results indicate that there are socio-economic inequalities in predictive biomarker tests and biological and precision therapy utilization. This requires further investigation to prevent differences in outcomes due to inequalities in treatment with biological and precision therapies.


Assuntos
Biomarcadores Tumorais/economia , Imunoterapia/métodos , Neoplasias/economia , Medicina de Precisão/economia , Fatores Socioeconômicos , Feminino , Humanos , Masculino , Neoplasias/diagnóstico , Medicina de Precisão/métodos , Estudos Retrospectivos
7.
Gynecol Oncol ; 159(2): 483-490, 2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-32863036

RESUMO

OBJECTIVES: Clinical trials evaluating universal PARP inhibitor (PARPi) frontline maintenance therapy for advanced stage ovarian cancer have reported progression-free survival (PFS) benefit. It is unclear whether PARPi maintenance therapy will universally enhance value (clinical benefits relative to cost of delivery). We compared a "PARPi-for-all" to a biomarker-directed frontline maintenance therapy approach as a value-based care strategy. METHODS: The cost of two frontline PARPi maintenance strategies, PARPi-for-all and biomarker-directed maintenance, was compared using modified Markov decision models simulating the study designs of the PRIMA, VELIA, and, PAOLA-1 trials. Outcomes of interest included overall costs and incremental cost-effectiveness ratios (ICERs) reported in US dollars per quality adjusted progression-free life-year (QA-PFY) gained. RESULTS: PARPi-for-all was more costly and provided greater PFS benefit than a biomarker-directed strategy for each trial. The mean cost per patient for the PARPi-for-all strategy was $166,269, $286,715, and $366,506 for the PRIMA, VELIA, and PAOLA-1 models, respectively. For the biomarker-directed strategy, the mean cost per patient was $98,188, $167,334, and $260,671 for the PRIMA, VELIA, and PAOLA-1 models. ICERs of PARPi-for-all compared to biomarker-directed maintenance were: $593,250/QA-PFY (PRIMA), $1,512,495/QA-PFY (VELIA), and $3,347,915/QA-PFY (PAOLA-1). At current drug pricing, there is no PFS improvement in a biomarker negative cohort that would make PARPi-for-all cost-effective compared to biomarker-directed maintenance. CONCLUSIONS: This study highlights the high costs of universal PARPi maintenance treatment, compared with a biomarker-directed PARPi strategy. Maintenance therapy in the front-line setting should be reserved for those with germline or somatic HRD mutations until the cost of therapy is significantly reduced.


Assuntos
Biomarcadores Tumorais/economia , Carcinoma Epitelial do Ovário/tratamento farmacológico , Quimioterapia de Manutenção/economia , Neoplasias Ovarianas/tratamento farmacológico , Inibidores de Poli(ADP-Ribose) Polimerases/economia , Carcinoma Epitelial do Ovário/economia , Análise Custo-Benefício , Feminino , Humanos , Quimioterapia de Manutenção/métodos , Método de Monte Carlo , Neoplasias Ovarianas/economia , Intervalo Livre de Progressão
8.
J Cancer Res Clin Oncol ; 146(12): 3207-3214, 2020 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-32851478

RESUMO

BACKGROUND: Calprotectin is a heterodimer formed by S100A8 and S100A9 proteins which are enhanced during hepatic carcinogenesis and the increased expression of both proteins promotes malignant progression of hepatocellular carcinoma. The potential correlation between ascitic Calprotectin and HCC was not studied. METHODS: 100 patients were stratified into a case group which enrolled 50 patients with cirrhotic ascites and documented HCC and a control group consisted of 50 patients with cirrhotic ascites without HCC. They were evaluated by liver function tests, abdominal ultrasound and routine ascitic fluid examination including ascetic Calprotectin and results were validated in another group (n = 100). RESULTS: Calprotectin level was significantly higher in the HCC group with insignificant difference regarding total cell count, PNLs, ascitic albumin, LDH, CEA and SAAG. It correlated with serum creatinine (r = 0.245, p = 0.014) and number of focal hepatic lesions (r = 0.309, p = 0.002). In the validation group, 28 patients had elevated ascitic Calprotectin of which 21 patients had developed HCC (75%) after a mean period of 3.8 ± 1.54 months. A cut of value 126 ng/ml was accurate to predict HCC in liver cirrhosis with ascites with a sensitivity of 93.3% specificity 94%, AUC 0.950, Youden's J value = 0.873, p = 0.0001. CONCLUSION: Ascitic Calprotectin may offer an easy, affordable marker that can predict the early occurrence of HCC.


Assuntos
Biomarcadores Tumorais/economia , Carcinoma Hepatocelular/metabolismo , Complexo Antígeno L1 Leucocitário/metabolismo , Neoplasias Hepáticas/metabolismo , Líquido Ascítico/metabolismo , Biomarcadores Tumorais/genética , Carcinoma Hepatocelular/diagnóstico , Carcinoma Hepatocelular/patologia , Feminino , Humanos , Complexo Antígeno L1 Leucocitário/genética , Fígado/metabolismo , Fígado/patologia , Cirrose Hepática/diagnóstico por imagem , Cirrose Hepática/metabolismo , Cirrose Hepática/patologia , Neoplasias Hepáticas/diagnóstico , Neoplasias Hepáticas/patologia , Masculino , Pessoa de Meia-Idade
9.
Eur Urol Oncol ; 2(5): 597-602, 2019 09.
Artigo em Inglês | MEDLINE | ID: mdl-31279815

RESUMO

Current guidelines recommend cisplatin-based neoadjuvant chemotherapy prior to radical cystectomy as the preferred treatment of muscle-invasive bladder cancer. Nevertheless, for multiple reasons compliance with this guideline recommendation is low. This is particularly evident in clinical T2 bladder cancer, where controversy exists regarding the role of proceeding with radical cystectomy alone. Novel biomarkers such as molecular phenotype and DNA damage repair and response gene alterations may be able to predict who will respond to cisplatin-based neoadjuvant chemotherapy. This clinical problem is discussed, and a recommendation is made given the current state of the art. PATIENT SUMMARY: Neoadjuvant chemotherapy improves survival for patients with muscle-invasive bladder cancer. In the future, perhaps validated biomarkers may predict who should and should not receive this treatment.


Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Biomarcadores Tumorais/análise , Tomada de Decisão Clínica/métodos , Terapia Neoadjuvante/normas , Neoplasias da Bexiga Urinária/terapia , Protocolos de Quimioterapia Combinada Antineoplásica/economia , Protocolos de Quimioterapia Combinada Antineoplásica/normas , Biomarcadores Tumorais/economia , Biomarcadores Tumorais/genética , Cistectomia , Dano ao DNA , Reparo do DNA , Técnicas de Apoio para a Decisão , Fidelidade a Diretrizes/normas , Humanos , Masculino , Pessoa de Meia-Idade , Terapia Neoadjuvante/economia , Invasividade Neoplásica/patologia , Estadiamento de Neoplasias , Seleção de Pacientes , Guias de Prática Clínica como Assunto , Valor Preditivo dos Testes , Prognóstico , Resultado do Tratamento , Bexiga Urinária/patologia , Neoplasias da Bexiga Urinária/genética , Neoplasias da Bexiga Urinária/mortalidade
10.
J Urol ; 200(6): 1221-1226, 2018 12.
Artigo em Inglês | MEDLINE | ID: mdl-30012363

RESUMO

PURPOSE: SelectMDx (MDxHealth®) is a panel of urinary biomarkers used in conjunction with traditional risk factors to individualize risk prediction for clinically significant prostate cancer. In this study we sought to characterize the effectiveness of SelectMDx in a population of American men with elevated prostate specific antigen. MATERIALS AND METHODS: We developed a Markov decision analytical model to simulate the chain of events and downstream outcomes associated with ultrasound guided prostate biopsy and a strategy in which the biomarker panel is implemented prior to biopsy. The primary outcome was health outcomes, measured in QALYs (quality-adjusted life years). The secondary outcome was health care costs from the Medicare payer perspective. Multiple 1-way sensitivity analyses were performed to characterize model robustness. RESULTS: The expected mean QALYs per patient under the current standard was 10.796 at a cost of $11,060 during an 18-year horizon. Incorporating the urinary biomarker panel resulted in an expected mean of 10.841 QALYs per patient and a mean cost of $9,366, representing an average of 0.045 QALYs gained at a cost savings of $1,694 per patient. When extrapolating these data to a conservative estimate of 311,879 men per year undergoing biopsy, one would expect that the biomarker panel would result in an incremental 14,035 QALYs gained at a cost savings of $528,323,026 in each yearly cohort. The biomarker panel strategy dominated the current standard across a wide range of sensitivity analyses. CONCLUSIONS: Routine use of the SelectMDx urinary biomarker panel to guide biopsy decision making improved health outcomes and lowered costs in American men at risk for prostate cancer. This strategy may optimize the value of prostate cancer risk assessment in an era of increasing financial accountability.


Assuntos
Biomarcadores Tumorais/economia , Análise Custo-Benefício , Técnicas de Apoio para a Decisão , Custos de Cuidados de Saúde , Neoplasias da Próstata/diagnóstico , Biomarcadores Tumorais/análise , Biomarcadores Tumorais/urina , Tomada de Decisão Clínica , Estudos de Coortes , Redução de Custos , Humanos , Biópsia Guiada por Imagem/economia , Biópsia Guiada por Imagem/métodos , Masculino , Cadeias de Markov , Medicare/economia , Modelos Econômicos , Próstata/patologia , Neoplasias da Próstata/economia , Neoplasias da Próstata/patologia , Neoplasias da Próstata/urina , Anos de Vida Ajustados por Qualidade de Vida , Medição de Risco/economia , Medição de Risco/métodos , Ultrassonografia de Intervenção/economia , Ultrassonografia de Intervenção/métodos , Estados Unidos
11.
J Urol ; 200(6): 1215-1220, 2018 12.
Artigo em Inglês | MEDLINE | ID: mdl-29906434

RESUMO

PURPOSE: We performed a cost-effectiveness analysis using the PHI (Prostate Health Index), 4Kscore®, SelectMDx™ and the EPI (ExoDx™ Prostate [IntelliScore]) in men with elevated prostate specific antigen to determine the need for biopsy. MATERIALS AND METHODS: We developed a decision analytical model in men with elevated prostate specific antigen (3 ng/ml or greater) in which 1 biomarker test was used to determine which hypothetical individuals required biopsy. In the current standard of care strategy all individuals underwent biopsy. Model parameters were derived from a comprehensive review of the literature. Costs were calculated from a health sector perspective and converted into 2017 United States dollars. RESULTS: The cost and QALYs (quality adjusted life-years) of the current standard of care, which was transrectal ultrasound guided biopsy, was $3,863 and 18.085, respectively. Applying any of the 3 biomarkers improved quality adjusted survival compared to the current standard of care. The cost of SelectMDx, the PHI and the EPI was lower than performing prostate biopsy in all patients. However, the PHI was more costly and less effective than the SelectMDx strategy. The EPI provided the highest QALY with an incremental cost-effectiveness ratio of $58,404 per QALY. The use of biomarkers could reduce the number of unnecessary biopsies by 24% to 34% compared to the current standard of care. CONCLUSIONS: Applying biomarkers in men with elevated prostate specific antigen to determine the need for biopsy improved quality adjusted survival by decreasing the number of biopsies performed and the treatment of indolent disease. Using SelectMDx or the EPI following elevated prostate specific antigen but before proceeding to biopsy is a cost-effective strategy in this setting.


Assuntos
Biomarcadores Tumorais/economia , Análise Custo-Benefício , Técnicas de Apoio para a Decisão , Modelos Econômicos , Neoplasias da Próstata/diagnóstico , Biomarcadores Tumorais/análise , Tomada de Decisão Clínica , Custos de Cuidados de Saúde , Humanos , Biópsia Guiada por Imagem/economia , Biópsia Guiada por Imagem/métodos , Masculino , Pessoa de Meia-Idade , Próstata/patologia , Neoplasias da Próstata/economia , Neoplasias da Próstata/patologia , Anos de Vida Ajustados por Qualidade de Vida , Ultrassonografia de Intervenção/economia , Ultrassonografia de Intervenção/métodos
12.
BJU Int ; 122(3): 434-440, 2018 09.
Artigo em Inglês | MEDLINE | ID: mdl-29603871

RESUMO

OBJECTIVES: To model the cost-effectiveness of a biomarker-based approach to select patients for neoadjuvant chemotherapy (NAC) before radical cystectomy (RC) in muscle-invasive bladder cancer (MIBC). PATIENTS AND METHODS: We obtained data from the most recent clinical studies on patients with locally advanced MIBC treated by RC, including stage distributions, overall survival (OS) estimates, associated costs, and utilisation/response to NAC. Additionally, we estimated the putative efficacy of three biomarkers to select patients for NAC: DNA-repair gene panel [ataxia telangiectasia mutated (ATM), retinoblastoma 1 (RB1), and Fanconi anaemia complementation group C (FANCC)], excision repair cross-complementation group 2 (ERCC2), and ribonucleic acid (RNA) subtypes. A decision analysis model was developed to evaluate the cost-effectiveness of biomarker-based approaches to select patients with MIBC for NAC. Comparison of cost-effectiveness included RC alone, unselected NAC plus RC, and NAC based on the three aforementioned biomarkers. RESULTS: The DNA-repair gene panel-based approach to NAC was the most cost-effective strategy (mean OS of 3.14 years, $31 482/life year). Under this approach, 38% would undergo NAC, about twice the number of patients who are currently receiving NAC for MIBC. Such an approach would improve mean OS by 5.2, 1.6, and 4.4 months compared to RC alone, a hypothetical scenario where all patients received NAC, and compared to current estimates of NAC utilisation, respectively. CONCLUSIONS: A biomarker-based strategy to identify patients with MIBC who should undergo NAC was more cost-effective than unselected use of NAC or RC alone. As further data becomes available, such a model may serve as a basis for incorporating biomarkers into clinical decision making.


Assuntos
Biomarcadores Tumorais/genética , Custos de Cuidados de Saúde/estatística & dados numéricos , Terapia Neoadjuvante/economia , Neoplasias da Bexiga Urinária/tratamento farmacológico , Biomarcadores Tumorais/economia , Análise Custo-Benefício , Cistectomia/economia , Cistectomia/métodos , Bases de Dados Factuais , Técnicas de Apoio para a Decisão , Humanos , Mutação , Terapia Neoadjuvante/métodos , Seleção de Pacientes , Taxa de Sobrevida , Bexiga Urinária/patologia , Bexiga Urinária/cirurgia , Neoplasias da Bexiga Urinária/economia , Neoplasias da Bexiga Urinária/cirurgia
13.
Pharmacogenomics ; 19(3): 213-226, 2018 02.
Artigo em Inglês | MEDLINE | ID: mdl-29334316

RESUMO

Biomarkers associated with prognosis in multiple myeloma (MM) can be used to stratify patients into risk categories. An attractive alternative to uniform treatment (UT), risk-stratified treatment (RST) is proposed where high-risk patients receive bortezomib-based regimens while standard-risk patients receive alternative less costly regimens. An early Markov-type decision analytic model evaluated the potential therapeutic and economic value of different RST strategies compared with UT in MM patients in key European countries. Results suggest RST strategies were both cheaper and more effective than UT across all countries, with the molecular marker-only strategy RST-SKY92 producing maximum health gains (0.031-0.039 QALYs). The conclusions remained consistent in the univariate sensitivity analyses. These findings should encourage stakeholders to support the adoption of RST approaches in MM.


Assuntos
Antineoplásicos/economia , Bortezomib/economia , Custos de Cuidados de Saúde , Modelos Econômicos , Mieloma Múltiplo/tratamento farmacológico , Mieloma Múltiplo/economia , Antineoplásicos/uso terapêutico , Biomarcadores Tumorais/análise , Biomarcadores Tumorais/economia , Bortezomib/uso terapêutico , Análise Custo-Benefício , Técnicas de Apoio para a Decisão , Europa (Continente) , Humanos , Estimativa de Kaplan-Meier , Cadeias de Markov , Mieloma Múltiplo/mortalidade , Anos de Vida Ajustados por Qualidade de Vida
14.
Semin Cancer Biol ; 52(Pt 2): 166-177, 2018 10.
Artigo em Inglês | MEDLINE | ID: mdl-29170067

RESUMO

Immunotherapies, specifically checkpoint inhibitors, are becoming an important component in cancer care with the most application now in melanoma and lung cancer patients. Some drawbacks that converge with this new evolution are the rather low response rates to these drugs and their high cost with a significant economic impact on the health care system. These major challenges can likely be circumvented by implementing a "personalized immuno-oncology" approach to accomplish a selection of optimal responders based on biomarkers. In this paper we first discuss the legal framework for the development of valuable in vitro diagnostics. Based on a case study in lung cancer, the clinical validity and utility requirements of predictive immuno-oncology biomarkers is highlighted and an overview is given on the evolution towards multiplex or omics-based assays together with its challenges and pitfalls. Finally, some initiatives between the public and private sector are pinpointed to sustain the future access to innovative medicines in cancer therapy at a reasonable cost.


Assuntos
Biomarcadores Tumorais/imunologia , Neoplasias/imunologia , Neoplasias/terapia , Antineoplásicos/economia , Antineoplásicos/imunologia , Antineoplásicos/uso terapêutico , Biomarcadores Tumorais/economia , Atenção à Saúde/economia , Humanos , Imunoterapia/economia , Oncologia/economia , Neoplasias/economia
15.
Rev. clín. esp. (Ed. impr.) ; 217(8): 454-459, nov. 2017. tab, graf
Artigo em Espanhol | IBECS | ID: ibc-167638

RESUMO

Objetivos. En los últimos años distintas sociedades científicas y organizaciones sanitarias han generado recomendaciones orientadas a disminuir las intervenciones sanitarias que no han demostrado eficacia o efectividad. El objetivo de este estudio es evaluar el impacto de una intervención acerca de 12 recomendaciones de «no hacer» referidas al laboratorio en 7 centros hospitalarios. Métodos. Estudio antes-después llevado a cabo en 7 centros hospitalarios de Córdoba y Jaén durante los años 2015 y 2016. Se consensuaron según las recomendaciones de las sociedades científicas existentes diferentes actuaciones referidas a determinaciones de laboratorio. Se analizaron el número y coste de las determinaciones de 6 marcadores tumorales [(antígeno carcinoembrionario, antígeno prostático específico, antígeno carbohidrato (CA) 15.3, CA125, CA19.9 y alfa-fetoproteína)], tirotropina, T3, T4, hemoglobina glicada, urea, ferritina y anticuerpos antigliadina, antes y después de la implantación del consenso. Resultados. Se dejaron de hacer en el año 2016 respecto al año anterior 55.902 determinaciones de laboratorio (-19%), con un ahorro global de 82.100€. La reducción en el número de determinaciones se produjo principalmente en la urea plasmática (-50,3%) y en los marcadores tumorales CA125 (-16%), CA19.9 (-11,6%) y CA15.3 (-10,5%). El ahorro más acusado se obtuvo en la determinación de urea (-21.002€), en la de hormonas tiroideas (-12.716€) y tirotropina (-7.638€). Conclusiones. La adopción y consenso de recomendaciones de «no hacer» entre niveles asistenciales conlleva una reducción significativa de las determinaciones innecesarias (AU)


Objectives. In recent years, various scientific societies and healthcare organisations have created recommendations aimed at decreasing the use of healthcare interventions that have shown no efficacy or effectiveness. The aim of this study was to assess the impact of an intervention on 12 do-not-do recommendations regarding the laboratory in 7 hospital centres. Methods. Before-after study conducted in 7 hospital centres of Cordoba and Jaen during 2015 and 2016. Based on the recommendations of existing scientific societies, a consensus was reached on various actions regarding laboratory measurements. We analysed the number and cost of measuring 6 tumour markers (carcinoembryonic antigen, prostate-specific antigen, carbohydrate antigen [CA] 15.3, CA125, CA19.9 and alpha-fetoprotein), thyrotropin, T3, T4, glycated haemoglobin, urea, ferritin and antigliadin antibodies, before and after implementing the consensus. Results. Compared with the previous year, there were 55,902 fewer laboratory measurements (-19%) in 2016, with an overall savings of €82,100. The reduction in the number of measurements occurred mainly in plasma urea (-50.3%) and in the tumour markers CA125 (-16%), CA19.9 (-11.6%) and CA15.3 (-10.5%). The most pronounced savings were achieved in the measurements of urea (-€21,002), thyroid hormones (-€12,716) and thyrotropin (-€7,638). Conclusions. The adoption and consensus of do-not-do recommendations among healthcare levels resulted in a significant reduction in unnecessary measurements (AU)


Assuntos
Humanos , Avaliação de Resultado de Intervenções Terapêuticas/métodos , Biomarcadores Tumorais/economia , Segurança do Paciente/economia , Segurança do Paciente/normas , Testes Laboratoriais/economia , Testes Laboratoriais/métodos , Consenso , Sobremedicalização/economia , Sobremedicalização/estatística & dados numéricos
16.
Am Soc Clin Oncol Educ Book ; 37: 403-408, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28561679

RESUMO

There have been many important advances in personalized therapy for patients with lung cancer, particularly for those with advanced disease. Molecular testing is crucial for implementation of personalized therapy. Although the United States and many Western countries have come far in the implementation of personalized therapy for lung cancer, there are substantial challenges for low- and middle-income countries (LMICs). Globally, the LMICs display great heterogeneity in the pattern of implementation of molecular testing and targeted therapy. The current review presents an attempt to identify the challenges and obstacles for the implementation of molecular testing and the use of targeted therapies in these areas. Lack of infrastructure, lack of technical expertise, economic factors, and lack of access to new drugs are among the substantial barriers.


Assuntos
Biomarcadores Tumorais/uso terapêutico , Países em Desenvolvimento/economia , Neoplasias Pulmonares/terapia , Medicina de Precisão/economia , Biomarcadores Tumorais/economia , Humanos , Neoplasias Pulmonares/economia
17.
Ann Surg Oncol ; 24(5): 1165-1173, 2017 May.
Artigo em Inglês | MEDLINE | ID: mdl-28008574

RESUMO

BACKGROUND: Gastrointestinal cancers constitute the third most common cancers worldwide. Tumor markers have long since been used in the postoperative surveillance of these malignancies; however, the true value in clinical practice remains undetermined. OBJECTIVE: This study aimed to evaluate the clinical utility of three tumor markers in colorectal and esophagogastric cancer. METHODS: A systematic review of the literature was undertaken to elicit the sensitivity, specificity, statistical heterogeneity and ability to predict recurrence and metastases for carcinoembryonic antigen (CEA), cancer antigen (CA) 19-9 and CA125. European surgeons were surveyed to assess their current practice and the characteristics of tumor markers they most valued. Data from the included studies and survey were combined in a cost-benefit trade-off analysis to assess which tumor markers are of most use in clinical practice. RESULTS: Diagnostic sensitivity and specificity were ranked the most desirable characteristics of a tumor marker by those surveyed. Overall, 156 studies were included to inform the cost-benefit trade-off. The cost-benefit trade-off showed that CEA outperformed both CA19-9 and CA125, with lower financial cost and a higher sensitivity, and diagnostic accuracy for metastases at presentation (area under the curve [AUC] 0.70 vs. 0.61 vs. 0.46), as well as similar diagnostic accuracy for recurrence (AUC 0.46 vs. 0.48). CONCLUSIONS: Cost-benefit trade-off analysis identified CEA to be the best performing tumor marker. Further studies should seek to evaluate new tumor markers, with investigation tailored to factors that meet the requirements of practicing clinicians.


Assuntos
Atitude do Pessoal de Saúde , Antígeno Ca-125/sangue , Antígeno CA-19-9/sangue , Antígeno Carcinoembrionário/sangue , Neoplasias Colorretais/sangue , Neoplasias Esofágicas/sangue , Proteínas de Membrana/sangue , Neoplasias Gástricas/sangue , Biomarcadores Tumorais/sangue , Biomarcadores Tumorais/economia , Antígeno Ca-125/economia , Antígeno CA-19-9/economia , Antígeno Carcinoembrionário/economia , Neoplasias Colorretais/diagnóstico , Análise Custo-Benefício , Neoplasias Esofágicas/diagnóstico , Humanos , Proteínas de Membrana/economia , Sensibilidade e Especificidade , Neoplasias Gástricas/diagnóstico , Inquéritos e Questionários
18.
Oncotarget ; 7(49): 80680-80687, 2016 Dec 06.
Artigo em Inglês | MEDLINE | ID: mdl-27811370

RESUMO

Interleukin-10 (IL-10) and DNA repair gene PRKDC mutations are implicated in the development of multiple human cancers, including glioma. We investigated associations between IL-10 and PRKDC gene polymorphisms and prognosis in low- and high-grade glioma patients. We analyzed the associations of one IL-10 and one PRKDC single nucleotide polymorphism with patient clinical factors in 481 glioma patients using Cox proportional hazard models and Kaplan-Meier curves. We also assessed associations between patient clinical characteristics and prognosis. Our data showed that the extent of tumor resection (gross-total resection) and application of chemotherapy were associated with improved patient outcomes in all glioma cases. Additionally, univariate (Log-rank p = 0.019) and multivariate Cox regression analyses (p = 0.022) showed that the IL-10 rs1800871 C/T genotype correlates with improved overall survival in cases of low-grade glioma, whereas the PRKDC rs7003908 C/C genotype correlated with reduced overall and progression-free survival in high-grade glioma patients in univariate (Log-rank p = 0.000 and p = 0.000, respectively) and multivariate Cox regression analyses (p = 0.001; p = 0.002, respectively). These results suggest that IL-10 rs1800871 and PRKDC rs7003908 may be useful biomarkers for predicting glioma patient outcome. Further functional studies are needed to evaluate the mechanisms by which these polymorphisms affect glioma progression.


Assuntos
Biomarcadores Tumorais/economia , Neoplasias Encefálicas/genética , Proteína Quinase Ativada por DNA/genética , Glioma/genética , Interleucina-10/genética , Proteínas Nucleares/genética , Polimorfismo de Nucleotídeo Único , Adulto , Neoplasias Encefálicas/mortalidade , Neoplasias Encefálicas/patologia , Neoplasias Encefálicas/terapia , China , Progressão da Doença , Intervalo Livre de Doença , Feminino , Predisposição Genética para Doença , Glioma/mortalidade , Glioma/patologia , Glioma/terapia , Humanos , Estimativa de Kaplan-Meier , Masculino , Análise Multivariada , Gradação de Tumores , Fenótipo , Modelos de Riscos Proporcionais , Fatores de Risco , Fatores de Tempo , Resultado do Tratamento
19.
J Manag Care Spec Pharm ; 22(10): 1194-203, 2016 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-27668568

RESUMO

BACKGROUND: Epidermal growth factor receptor (EGFR) gene mutations and anaplastic lymphoma kinase (ALK) gene rearrangements are key therapeutic targets for biomarker-driven treatment with an EGFR or ALK tyrosine kinase inhibitor (TKI) in patients with metastatic non-small cell lung cancer (NSCLC). To appropriately guide treatment decisions, since 2011, the National Comprehensive Cancer Network and the American Society of Clinical Oncology therefore recommend EGFR and ALK analysis in tumor samples obtained at the time of diagnosis in patients with non-squamous NSCLC. Currently, there are limited data on utilization patterns and cost of biopsy procedures and biomarker tests in patients with metastatic NSCLC who receive an EGFR or ALK TKI. OBJECTIVES: To (a) describe utilization patterns and costs associated with biopsy procedures and biomarker testing in patients with NSCLC who received erlotinib or crizotinib between 2009 and 2012 and (b) investigate the timing of these procedures relative to the erlotinib or crizotinib index date. METHODS: Adult patients with metastatic lung cancer were identified by ICD-9-CM diagnostic codes within the Truven Health Analytic MarketScan database. Patients were included in the analysis if they had an index erlotinib or crizotinib claim between January 1, 2009, and September 30, 2012 (index period) and were continuously enrolled for ≥ 12 months before the index claim. Because there is no specific ICD-9-CM diagnostic code for NSCLC, patients with metastatic lung cancer who received erlotinib or crizotinib were considered to have metastatic NSCLC. Using CPT and ICD-9-CM codes, lung biopsy procedures performed during the 24 months before or 12 months after the index claim date were identified. For every patient, biomarker testing claims for EGFR and ALK were identified using the molecular pathology stacked CPT code during the 2 months before or 1 month after the index date. The frequency of claims for biopsy procedures and biomarker testing was analyzed descriptively. The overall summary measures for biomarker testing, especially frequency of EGFR testing in patients receiving erlotinib, was also described as before and after 2011, the year when biomarker testing became part of the guidelines. Per patient and overall costs for biopsy procedures and biomarker testing were calculated from payer and patient perspectives. RESULTS: Of the 4,926 identified patients, 4,801 (97.5%) received erlotinib, and 125 (2.5%) received crizotinib. Biopsy procedure claims were identified for 3,579 (72.7%) patients, including 3,503 (73.0%) erlotinib recipients and 76 (60.8%) crizotinib recipients. Biomarker testing claims were identified for 675 (13.7%) patients, including 634 (13.2%) erlotinib recipients and 41 (32.8%) crizotinib recipients. Overall, most biomarker testing procedures (476 of 741) were identified in 435 (of 675) patients after year 2011. Also, among erlotinib recipients, percentage of patients receiving EGFR testing was increased over the index period. Per patient mean (SD) numbers of biopsy procedures and biomarker tests were 1.2 (1.1) and 0.2 (0.4), respectively. In the outpatient setting, per patient mean (SD) cost per biopsy procedure was $1,223 ($1,899) from the payer perspective and $60 ($147) from the patient perspective, whereas in the inpatient setting, it was $8,163 ($18,712) and $180 ($691), respectively. Among patients receiving at least 1 biomarker test, the per patient mean (SD) cost for the overall population was $891 ($1,062) and $43 ($229); for erlotinib recipients, it was $906 ($1,084) and $42 ($228); and for crizotinib recipients, it was $664 ($576) and $55 ($243) in payer and patient perspectives, respectively. CONCLUSIONS: This study provides insight into the use and cost of biopsy and biomarker testing procedures in patients with metastatic NSCLC. The low frequency of biomarker testing highlights the need for more awareness of testing to guide treatment decisions in these patients. Costs associated with biopsy procedures and biomarker testing provide insight into the economic impact on metastatic NSCLC patients treated with targeted therapy. DISCLOSURES: This study was sponsored by Merck & Co. Shinde is a study manager working for Merck under contract with AllSourcePPS, an Agile 1 company in Huntington Beach, California. Cao and Kothari are employees of Merck & Co., Kenilworth, New Jersey. Study concept and design were contributed primarily by Shinde and Kothari. Data analysis was performed by Cao. Data interpretation was performed by Shinde, Cao, and Kothari. Shinde wrote the manuscript with assistance from Cao and Kothari. The revision was completed primarily by Shinde and Kothari.


Assuntos
Biópsia/estatística & dados numéricos , Neoplasias Pulmonares/diagnóstico , Neoplasias Pulmonares/economia , Técnicas de Diagnóstico Molecular/economia , Técnicas de Diagnóstico Molecular/estatística & dados numéricos , Metástase Neoplásica/diagnóstico , Adolescente , Adulto , Idoso , Quinase do Linfoma Anaplásico , Biomarcadores Tumorais/análise , Biomarcadores Tumorais/economia , Biópsia/economia , Crizotinibe , Receptores ErbB , Cloridrato de Erlotinib/administração & dosagem , Cloridrato de Erlotinib/uso terapêutico , Feminino , Humanos , Seguro Saúde/estatística & dados numéricos , Neoplasias Pulmonares/tratamento farmacológico , Masculino , Pessoa de Meia-Idade , Metástase Neoplásica/tratamento farmacológico , Inibidores de Proteínas Quinases/administração & dosagem , Inibidores de Proteínas Quinases/uso terapêutico , Pirazóis/administração & dosagem , Pirazóis/uso terapêutico , Piridinas/administração & dosagem , Piridinas/uso terapêutico , Receptores Proteína Tirosina Quinases/genética , Estudos Retrospectivos , Adulto Jovem
20.
Value Health ; 19(4): 419-30, 2016 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-27325334

RESUMO

OBJECTIVES: To inform decisions about the design and priority of further studies of emerging predictive biomarkers of high-dose alkylating chemotherapy (HDAC) in triple-negative breast cancer (TNBC) using value-of-information analysis. METHODS: A state transition model compared treating women with TNBC with current clinical practice and four biomarker strategies to personalize HDAC: 1) BRCA1-like profile by array comparative genomic hybridization (aCGH) testing; 2) BRCA1-like profile by multiplex ligation-dependent probe amplification (MLPA) testing; 3) strategy 1 followed by X-inactive specific transcript gene (XIST) and tumor suppressor p53 binding protein (53BP1) testing; and 4) strategy 2 followed by XIST and 53BP1 testing, from a Dutch societal perspective and a 20-year time horizon. Input data came from literature and expert opinions. We assessed the expected value of partial perfect information, the expected value of sample information, and the expected net benefit of sampling for potential ancillary studies of an ongoing randomized controlled trial (RCT; NCT01057069). RESULTS: The expected value of partial perfect information indicated that further research should be prioritized to the parameter group including "biomarkers' prevalence, positive predictive value (PPV), and treatment response rates (TRRs) in biomarker-negative patients and patients with TNBC" (€639 million), followed by utilities (€48 million), costs (€40 million), and transition probabilities (TPs) (€30 million). By setting up four ancillary studies to the ongoing RCT, data on 1) TP and MLPA prevalence, PPV, and TRR; 2) aCGH and aCGH/MLPA plus XIST and 53BP1 prevalence, PPV, and TRR; 3) utilities; and 4) costs could be simultaneously collected (optimal size = 3000). CONCLUSIONS: Further research on predictive biomarkers for HDAC should focus on gathering data on TPs, prevalence, PPV, TRRs, utilities, and costs from the four ancillary studies to the ongoing RCT.


Assuntos
Biomarcadores Tumorais/economia , Neoplasias de Mama Triplo Negativas/economia , Ubiquitina-Proteína Ligases/economia , Adulto , Alquilantes/economia , Alquilantes/uso terapêutico , Antineoplásicos/economia , Antineoplásicos/uso terapêutico , Análise Custo-Benefício , Técnicas de Apoio para a Decisão , Intervalo Livre de Doença , Feminino , Prioridades em Saúde/economia , Humanos , Cadeias de Markov , Pessoa de Meia-Idade , Países Baixos/epidemiologia , RNA Longo não Codificante , Ensaios Clínicos Controlados Aleatórios como Assunto , Pesquisa/economia , Neoplasias de Mama Triplo Negativas/tratamento farmacológico , Neoplasias de Mama Triplo Negativas/epidemiologia , Neoplasias de Mama Triplo Negativas/terapia , Proteína 1 de Ligação à Proteína Supressora de Tumor p53 , Ubiquitina-Proteína Ligases/genética
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