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1.
Elife ; 132024 Apr 30.
Artigo em Inglês | MEDLINE | ID: mdl-38686795

RESUMO

Enhancers are critical for regulating tissue-specific gene expression, and genetic variants within enhancer regions have been suggested to contribute to various cancer-related processes, including therapeutic resistance. However, the precise mechanisms remain elusive. Using a well-defined drug-gene pair, we identified an enhancer region for dihydropyrimidine dehydrogenase (DPD, DPYD gene) expression that is relevant to the metabolism of the anti-cancer drug 5-fluorouracil (5-FU). Using reporter systems, CRISPR genome-edited cell models, and human liver specimens, we demonstrated in vitro and vivo that genotype status for the common germline variant (rs4294451; 27% global minor allele frequency) located within this novel enhancer controls DPYD transcription and alters resistance to 5-FU. The variant genotype increases recruitment of the transcription factor CEBPB to the enhancer and alters the level of direct interactions between the enhancer and DPYD promoter. Our data provide insight into the regulatory mechanisms controlling sensitivity and resistance to 5-FU.


Assuntos
Di-Hidrouracila Desidrogenase (NADP) , Elementos Facilitadores Genéticos , Epigênese Genética , Fluoruracila , Humanos , Antimetabólitos Antineoplásicos/farmacologia , Antimetabólitos Antineoplásicos/metabolismo , Antineoplásicos/farmacologia , Linhagem Celular Tumoral , Di-Hidrouracila Desidrogenase (NADP)/genética , Di-Hidrouracila Desidrogenase (NADP)/metabolismo , Fluoruracila/farmacologia , Fluoruracila/metabolismo , Mutação em Linhagem Germinativa
2.
Br J Cancer ; 130(5): 808-818, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38225422

RESUMO

BACKGROUND: Dihydropyrimidine dehydrogenase (DPD) deficiency is the main known cause of life-threatening fluoropyrimidine (FP)-induced toxicities. We conducted a meta-analysis on individual patient data to assess the contribution of deleterious DPYD variants *2A/D949V/*13/HapB3 (recommended by EMA) and clinical factors, for predicting G4-5 toxicity. METHODS: Study eligibility criteria included recruitment of Caucasian patients without DPD-based FP-dose adjustment. Main endpoint was 12-week haematological or digestive G4-5 toxicity. The value of DPYD variants *2A/p.D949V/*13 merged, HapB3, and MIR27A rs895819 was evaluated using multivariable logistic models (AUC). RESULTS: Among 25 eligible studies, complete clinical variables and primary endpoint were available in 15 studies (8733 patients). Twelve-week G4-5 toxicity prevalence was 7.3% (641 events). The clinical model included age, sex, body mass index, schedule of FP-administration, concomitant anticancer drugs. Adding *2A/p.D949V/*13 variants (at least one allele, prevalence 2.2%, OR 9.5 [95%CI 6.7-13.5]) significantly improved the model (p < 0.0001). The addition of HapB3 (prevalence 4.0%, 98.6% heterozygous), in spite of significant association with toxicity (OR 1.8 [95%CI 1.2-2.7]), did not improve the model. MIR27A rs895819 was not associated with toxicity, irrespective of DPYD variants. CONCLUSIONS: FUSAFE meta-analysis highlights the major relevance of DPYD *2A/p.D949V/*13 combined with clinical variables to identify patients at risk of very severe FP-related toxicity.


Assuntos
Antineoplásicos , Deficiência da Di-Hidropirimidina Desidrogenase , Humanos , Fluoruracila/efeitos adversos , Di-Hidrouracila Desidrogenase (NADP)/genética , Heterozigoto , Genótipo , Capecitabina/efeitos adversos
3.
bioRxiv ; 2024 Mar 16.
Artigo em Inglês | MEDLINE | ID: mdl-37961517

RESUMO

Enhancers are critical for regulating tissue-specific gene expression, and genetic variants within enhancer regions have been suggested to contribute to various cancer-related processes, including therapeutic resistance. However, the precise mechanisms remain elusive. Using a well-defined drug-gene pair, we identified an enhancer region for dihydropyrimidine dehydrogenase (DPD, DPYD gene) expression that is relevant to the metabolism of the anti-cancer drug 5-fluorouracil (5-FU). Using reporter systems, CRISPR genome edited cell models, and human liver specimens, we demonstrated in vitro and vivo that genotype status for the common germline variant (rs4294451; 27% global minor allele frequency) located within this novel enhancer controls DPYD transcription and alters resistance to 5-FU. The variant genotype increases recruitment of the transcription factor CEBPB to the enhancer and alters the level of direct interactions between the enhancer and DPYD promoter. Our data provide insight into the regulatory mechanisms controlling sensitivity and resistance to 5-FU.

6.
Cancers (Basel) ; 14(13)2022 Jun 30.
Artigo em Inglês | MEDLINE | ID: mdl-35804978

RESUMO

Severe adverse events (toxicity) related to the use of the commonly used chemotherapeutic drug 5-fluorouracil (5-FU) affect one in three patients and are the primary reason cited for premature discontinuation of therapy. Deficiency of the 5-FU catabolic enzyme dihydropyrimidine dehydrogenase (DPD, encoded by DPYD) has been recognized for the past 3 decades as a pharmacogenetic syndrome associated with high risk of 5-FU toxicity. An appreciable fraction of patients with DPD deficiency that receive 5-FU-based chemotherapy die as a result of toxicity. In this manuscript, we review recent progress in identifying actionable markers of DPD deficiency and the current status of integrating those markers into the clinical decision-making process. The limitations of currently available tests, as well as the regulatory status of pre-therapeutic DPYD testing, are also discussed.

7.
Mayo Clin Proc Innov Qual Outcomes ; 5(3): 645-653, 2021 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-34195556

RESUMO

OBJECTIVE: To highlight the current global trends in mortality for cardiovascular disease and cancer. METHODS: The World Health Organization and the World Bank DataBank databases were used to analyze mortality rates for cancer and cardiovascular disease by calculating age-standardized mortality rates (ASRs) from 2000 to 2015 for high-income, upper-middle-income, and lower-middle-income countries. Data for cancer mortality and population for 43 countries representing 5 of the 7 continents (except Australia and Antarctica) were analyzed. RESULTS: From 2000 to 2015, there was an increase in the ASR for cancer for both men and women irrespective of a country's income status, representing an overall 7% increase in cancer ASR (Pearson r, +0.99; P<.00001). We report a higher ASR for cancer in high-income countries than in upper-middle-income and lower-middle-income countries specifically; high-income countries saw a 3% increase in cancer ASR vs +31% for upper-middle-income and +19% for lower-middle-income countries (P<.01). There has been a decrease in the ASR for cardiovascular disease for the 15 years analyzed (P<.00001). In addition, high-income countries had a higher ASR for cardiovascular disease than upper-middle-income countries during the 15-year period (P<.05). CONCLUSION: We suspect that because of early detection and targeted interventions, cardiovascular disease mortality rates have decreased during the past decade. On the basis of our results, cancer mortality rates continue to rise, with the projection of surpassing cardiovascular disease mortality rates in the near future.

8.
Clin Pharmacol Ther ; 110(3): 616-625, 2021 09.
Artigo em Inglês | MEDLINE | ID: mdl-34114648

RESUMO

Approximately 20 drugs have been shown to be effective for the treatment of colorectal cancer (CRC). These drugs are from several classes of agents and include cytotoxic drugs, therapeutics that target cell signaling pathways at the extracellular and/or intracellular levels, and combination therapies that contain multiple targeted agents and/or cytotoxic compounds. Targeted therapeutics can include monoclonal antibodies, fusion proteins, and small molecule drugs. The first introduced into clinical use was 5-fluorouracil in the early 1960s and remains the foundation for most CRC treatments in both adjuvant therapy and in advanced (metastatic) treatment regimens. As with other cancers, the consideration of biomarkers has the potential to improve CRC therapy through patient stratification. The biomarkers can include germline genetic markers, tumor-specific genetic markers, immune markers, and other biomarkers that can predict antitumor efficacy or the likelihood of toxicity prior to administration of a specific drug. Consistent with the benefit of considering biomarkers in treatment, many newer targeted therapies are developed and approved simultaneously with a companion diagnostic test to determine efficacy. This review will focus on biomarkers that have demonstrated clinical utility in CRC treatment; however, it is noted that many additional biomarkers have been theorized to contribute to drug response and/or toxicity based on known biological pathways but thus far have not attained widespread use in the clinic. The importance of pretreatment biomarker testing is expected to increase as future drug development will likely continue to focus on the concurrent development of companion diagnostics.


Assuntos
Antineoplásicos/farmacologia , Neoplasias Colorretais/tratamento farmacológico , Neoplasias Colorretais/genética , Animais , Biomarcadores Tumorais/genética , Humanos , Farmacogenética/métodos
10.
Br J Clin Pharmacol ; 87(8): 3234-3243, 2021 08.
Artigo em Inglês | MEDLINE | ID: mdl-33491253

RESUMO

AIMS: The aim of this study was to identify risk variants and haplotypes that impair dihydropyrimidine dehydrogenase (DPD) activity and are, therefore, candidate risk variants for severe toxicity to 5-fluorouracil (5-FU) chemotherapy. METHODS: Plasma dihydrouracil/uracil (UH2 /U) ratios were measured as a population marker for DPD activity in a total of 1382 subjects from 4 independent studies. Genotype and haplotype correlations with UH2 /U ratios were assessed. RESULTS: Significantly lower UH2 /U ratios (panova < 2 × 10-16 ) were observed in carriers of the 4 well-studied 5-FU toxicity risk variants with mean differences (MD) of -43.7% for DPYD c.1905 + 1G > A (rs3918290), -46.0% for DPYD c.1679T > G (rs55886062), -37.1%, for DPYD c.2846A > T (rs67376798), and -13.2% for DPYD c.1129-5923C > G (rs75017182). An additional variant, DPYD c.496A > G (rs2297595), was also associated with lower UH2 /U ratios (P < .0001, MD: -12.6%). A haplotype analysis was performed for variants in linkage disequilibrium with c.496A > G, which consisted of the common variant c.85T > C (rs1801265) and the risk variant c.1129-5923C > G. Both haplotypes carrying c.496A > G were associated with decreased UH2 /U ratios (H3, P = .003, MD: -9.6%; H5, P = .002, MD: -16.9%). A haplotype carrying only the variant c.85T > C (H2) was associated with elevated ratios (P = .004, MD: +8.6%). CONCLUSIONS: Based on our data, DPYD-c.496A > G is a strong candidate risk allele for 5-FU toxicity. Our data suggest that DPYD-c.85T > C might be protective; however, the deleterious impacts of the linked alleles c.496A > G and c.1129-5923C > G likely limit this effect in patients. The possible protective effect of c.85T > C and linkage disequilibrium with c.496A > G and c.1129-5923C > G may have hampered prior association studies and should be considered in future clinical studies.


Assuntos
Di-Hidrouracila Desidrogenase (NADP) , Efeitos Colaterais e Reações Adversas Relacionados a Medicamentos , Di-Hidrouracila Desidrogenase (NADP)/genética , Fluoruracila/efeitos adversos , Genótipo , Haplótipos , Humanos
12.
J Pers Med ; 10(4)2020 Oct 19.
Artigo em Inglês | MEDLINE | ID: mdl-33086767

RESUMO

Inhibition of thymidylate synthase (TS) is the primary mode of action for 5-fluorouracil (5FU) chemotherapy. TS expression is modulated by a variable number of tandem repeats in the TS enhancer region (TSER) located upstream of the TS gene (TYMS). Variability in the TSER has been suggested to contribute to 5FU-induced adverse events. However, the precise genetic associations remain largely undefined due to high polymorphism and ambiguity in defining genotypes. To assess toxicity associations, we sequenced the TSER in 629 cancer patients treated with 5FU. Of the 13 alleles identified, few could be unambiguously named using current TSER-nomenclature. We devised a concise and unambiguous systematic naming approach for TSER-alleles that encompasses all known variants. After applying this comprehensive naming system to our data, we demonstrated that the number of upstream stimulatory factor (USF1-)binding sites in the TSER was significantly associated with gastrointestinal toxicity in 5FU treatment.

14.
Oncologist ; 25(5): e798-e807, 2020 05.
Artigo em Inglês | MEDLINE | ID: mdl-31852811

RESUMO

BACKGROUND: The addition of bevacizumab to chemotherapy improved outcomes for patients with metastatic colon cancer. E5204 was designed to test whether the addition of bevacizumab to mFOLFOX6, following neoadjuvant chemoradiation and definitive surgery, could improve overall survival (OS) in patients with stage II/III adenocarcinoma of the rectum. SUBJECTS, MATERIALS, AND METHODS: Patients with stage II/III rectal cancer who had completed neoadjuvant 5-fluorouracil-based chemoradiation and had undergone complete resection were enrolled. Patients were randomized to mFOLFOX6 (Arm A) or mFOLFOX6 with bevacizumab (Arm B) administered every 2 weeks for 12 cycles. RESULTS: E5204 registered only 355 patients (17% of planned accrual goal) as it was terminated prematurely owing to poor accrual. At a median follow-up of 72 months, there was no difference in 5-year overall survival (88.3% vs. 83.7%) or 5-year disease-free survival (71.2% vs. 76.5%) between the two arms. The rate of treatment-related grade ≥ 3 adverse events (AEs) was 68.8% on Arm A and 70.7% on Arm B. Arm B had a higher proportion of patients who discontinued therapy early as a result of AEs and patient withdrawal than did Arm A (32.4% vs. 21.5%, p = .029).The most common grade 3-4 treatment-related AEs were neutropenia, leukopenia, neuropathy, diarrhea (without prior colostomy), and fatigue. CONCLUSION: At 17% of its planned accrual, E5204 did not meet its primary endpoint. The addition of bevacizumab to FOLFOX6 in the adjuvant setting did not significantly improve OS in patients with stage II/III rectal cancer. IMPLICATIONS FOR PRACTICE: At 17% of its planned accrual, E5204 was terminated early owing to poor accrual. At a median follow-up of 72 months, there was no significant difference in 5-year overall survival (88.3% vs. 83.7%) or in 5-year disease-free survival (71.2% vs. 76.5%) between the two arms. Despite significant advances in the treatment of rectal cancer, especially in improving local control rates, the risk of distant metastases and the need to further improve quality of life remain a challenge. Strategies combining novel agents with chemoradiation to improve both distant and local control are needed.


Assuntos
Fluoruracila , Neoplasias Retais , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Bevacizumab/uso terapêutico , Quimioterapia Adjuvante , Intervalo Livre de Doença , Fluoruracila/uso terapêutico , Humanos , Leucovorina/uso terapêutico , Estadiamento de Neoplasias , Compostos Organoplatínicos/uso terapêutico , Oxaliplatina/uso terapêutico , Qualidade de Vida , Neoplasias Retais/tratamento farmacológico , Neoplasias Retais/radioterapia
15.
J Thorac Oncol ; 14(7): 1277-1285, 2019 07.
Artigo em Inglês | MEDLINE | ID: mdl-31009811

RESUMO

OBJECTIVE: To determine the optimal number of lymph nodes (LNs) examined and the role of adjuvant chemotherapy in stage I lung cancer. METHODS: The National Cancer Database was queried for surgically treated patients with pathologic stage I lung cancer between 2006 and 2014 (N = 65,438). The optimal LN numbers were determined in the multivariate Cox model and were further validated in the cohort with clinical stage I disease (N = 117,112) in terms of nodal upstaging and prognostic stratification. The role of adjuvant chemotherapy in patients with suboptimal staging (number of LNs examined was less than than the optimum) was evaluated in each T stage. RESULTS: The number of LNs examined correlated with tumor size (p < 0.001). There were increasing survival benefits with each additional LN examined-up to eight, nine, 10, and 11 nodes for patients with T1a, T1b, T1c, and T2a, respectively. Validation from the cohort with clinically staged disease showed that the threshold of eight to 11 LNs was an independent predictor of nodal upstaging (OR = 1.706, 95% confidence interval [CI] 1.608-1.779) and survival outcome (hazard ratio = 0.890, 95% CI: 0.865-0.916). After propensity matching, adjuvant chemotherapy was associated with improved survival in patients with stage T2a disease having suboptimal staging (hazard ratio = 0.841, 95% CI: 0.714-0.990), but not in patients with stage T1a to T1c disease. CONCLUSION: LN evaluation was important for accurate staging and adequate treatment, and examinations of an increasing number of nodes for progressively higher T components (i.e., eight, nine, 10, and 11 nodes for T1a, T1b, T1c, and T2a tumors, respectively) seemed crucial to predict upstaging and survival outcomes. Adjuvant chemotherapy might be beneficial to patients with stage T2a disease who have suboptimal nodal staging.


Assuntos
Adenocarcinoma de Pulmão/patologia , Carcinoma Pulmonar de Células não Pequenas/patologia , Carcinoma de Células Escamosas/patologia , Quimioterapia Adjuvante , Neoplasias Pulmonares/patologia , Linfonodos/patologia , Seleção de Pacientes , Adenocarcinoma de Pulmão/tratamento farmacológico , Idoso , Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Carcinoma de Células Escamosas/tratamento farmacológico , Feminino , Seguimentos , Humanos , Neoplasias Pulmonares/tratamento farmacológico , Masculino , Estadiamento de Neoplasias , Estudos Retrospectivos
16.
Eur J Cardiothorac Surg ; 55(4): 682-690, 2019 Apr 01.
Artigo em Inglês | MEDLINE | ID: mdl-30508081

RESUMO

OBJECTIVES: T4N0-1 non-small-cell lung cancer (NSCLC) was historically considered curable but now includes tumours of size >7 cm according to the 8th edition tumour, node and metastasis (TNM) staging. This study was set out to evaluate the role of surgery and predictors of long-term survival after surgery in this renewed group of patients. METHODS: Patients, with clinical T4N0-2M0 NSCLC diagnosed in 2010-2013, in the National Cancer Database were queried. A Cox regression analysis was applied to investigate independent predictors of survival in 1588 N0-1 surgical cases. For previous T3 cases, the efficacy of treatment including and not including surgery was compared after propensity score matching by age, gender, race, facility type, comorbidity, laterality, clinical N stage, histology and tumour grade. RESULTS: In newly defined T4N0-1 NSCLC patients undergoing surgery, age, gender, comorbidity, nodal status, resection margin, tumour grade, chemotherapy and extension-size group were shown to be independent predictors of survival. In particular, patients with only T4 extension showed better survival than patients with tumour size >7 cm only [hazard ratio (HR) 0.75, 95% confidence interval (CI) 0.62-0.92, P = 0.016]. In the latter group, surgical treatment was associated with better survival than non-surgical treatment after matching (HR 0.45, 95% CI 0.42-0.48, P < 0.001). CONCLUSIONS: In the newly defined T4 NSCLC, tumour size >7 cm is a descriptor that is more predictive of worse survival than local extension alone for patients whose treatment included surgery. For T4-extended, N0-1 NSCLC with a tumour size ≤7 cm, surgery might be associated with favourable long-term outcomes and should be further encouraged as a treatment option.


Assuntos
Carcinoma Pulmonar de Células não Pequenas/mortalidade , Neoplasias Pulmonares/mortalidade , Carcinoma Pulmonar de Células não Pequenas/diagnóstico , Carcinoma Pulmonar de Células não Pequenas/patologia , Carcinoma Pulmonar de Células não Pequenas/cirurgia , Feminino , Humanos , Neoplasias Pulmonares/diagnóstico , Neoplasias Pulmonares/patologia , Neoplasias Pulmonares/cirurgia , Masculino , Pessoa de Meia-Idade , Gradação de Tumores , Prognóstico , Pontuação de Propensão , Modelos de Riscos Proporcionais , Estudos Retrospectivos , Análise de Sobrevida
17.
Clin Pharmacol Ther ; 104(4): 709-718, 2018 10.
Artigo em Inglês | MEDLINE | ID: mdl-29327356

RESUMO

Deleterious variants in dihydropyrimidine dehydrogenase (DPD, DPYD gene) can be highly predictive of clinical toxicity to the widely prescribed chemotherapeutic 5-fluorouracil (5-FU). However, there are very limited data pertaining to the functional consequences of the >450 reported no-synonymous DPYD variants. We developed a DPYD-specific variant classifier (DPYD-Varifier) using machine learning and in vitro functional data for 156 missense DPYD variants. The developed model showed 85% accuracy and outperformed other in silico prediction tools. An examination of feature importance within the model provided additional insight into functional aspects of the DPD protein relevant to 5-FU toxicity. In the absence of clinical data for unstudied variants, prediction tools like DPYD-Varifier have great potential to individualize medicine and improve the clinical decision-making process.


Assuntos
Antimetabólitos Antineoplásicos/toxicidade , Simulação por Computador , Di-Hidrouracila Desidrogenase (NADP)/genética , Fluoruracila/toxicidade , Aprendizado de Máquina , Mutação de Sentido Incorreto , Farmacogenética/métodos , Testes Farmacogenômicos/métodos , Variantes Farmacogenômicos , Antimetabólitos Antineoplásicos/metabolismo , Sobrevivência Celular/efeitos dos fármacos , Di-Hidrouracila Desidrogenase (NADP)/química , Di-Hidrouracila Desidrogenase (NADP)/metabolismo , Relação Dose-Resposta a Droga , Fluoruracila/metabolismo , Frequência do Gene , Genótipo , Células HCT116 , Células HEK293 , Humanos , Concentração Inibidora 50 , Modelos Moleculares , Valor Preditivo dos Testes , Conformação Proteica , Medição de Risco , Relação Estrutura-Atividade
19.
Clin Pharmacol Ther ; 103(2): 210-216, 2018 02.
Artigo em Inglês | MEDLINE | ID: mdl-29152729

RESUMO

The purpose of this guideline is to provide information for the interpretation of clinical dihydropyrimidine dehydrogenase (DPYD) genotype tests so that the results can be used to guide dosing of fluoropyrimidines (5-fluorouracil and capecitabine). Detailed guidelines for the use of fluoropyrimidines, their clinical pharmacology, as well as analyses of cost-effectiveness are beyond the scope of this document. The Clinical Pharmacogenetics Implementation Consortium (CPIC® ) guidelines consider the situation of patients for which genotype data are already available (updates available at https://cpicpgx.org/guidelines/guideline-for-fluoropyrimidines-and-dpyd/).


Assuntos
Antimetabólitos Antineoplásicos/administração & dosagem , Capecitabina/administração & dosagem , Di-Hidrouracila Desidrogenase (NADP)/genética , Fluoruracila/administração & dosagem , Farmacogenética/normas , Testes Farmacogenômicos/normas , Variantes Farmacogenômicos , Medicina de Precisão/normas , Antimetabólitos Antineoplásicos/efeitos adversos , Antimetabólitos Antineoplásicos/farmacocinética , Capecitabina/efeitos adversos , Capecitabina/farmacocinética , Tomada de Decisão Clínica , Di-Hidrouracila Desidrogenase (NADP)/metabolismo , Cálculos da Dosagem de Medicamento , Fluoruracila/efeitos adversos , Fluoruracila/farmacocinética , Genótipo , Humanos , Seleção de Pacientes , Fenótipo , Valor Preditivo dos Testes
20.
Lancet Oncol ; 18(11): e653-e706, 2017 11.
Artigo em Inglês | MEDLINE | ID: mdl-29208398

RESUMO

We are in the midst of a technological revolution that is providing new insights into human biology and cancer. In this era of big data, we are amassing large amounts of information that is transforming how we approach cancer treatment and prevention. Enactment of the Cancer Moonshot within the 21st Century Cures Act in the USA arrived at a propitious moment in the advancement of knowledge, providing nearly US$2 billion of funding for cancer research and precision medicine. In 2016, the Blue Ribbon Panel (BRP) set out a roadmap of recommendations designed to exploit new advances in cancer diagnosis, prevention, and treatment. Those recommendations provided a high-level view of how to accelerate the conversion of new scientific discoveries into effective treatments and prevention for cancer. The US National Cancer Institute is already implementing some of those recommendations. As experts in the priority areas identified by the BRP, we bolster those recommendations to implement this important scientific roadmap. In this Commission, we examine the BRP recommendations in greater detail and expand the discussion to include additional priority areas, including surgical oncology, radiation oncology, imaging, health systems and health disparities, regulation and financing, population science, and oncopolicy. We prioritise areas of research in the USA that we believe would accelerate efforts to benefit patients with cancer. Finally, we hope the recommendations in this report will facilitate new international collaborations to further enhance global efforts in cancer control.


Assuntos
Pesquisa Biomédica/tendências , Planejamento em Saúde/tendências , Prioridades em Saúde , National Cancer Institute (U.S.)/tendências , Neoplasias/terapia , Pesquisa Biomédica/métodos , Previsões , Humanos , Oncologia/tendências , Neoplasias/diagnóstico , Medicina de Precisão/tendências , Estados Unidos
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