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1.
Clin Lymphoma Myeloma Leuk ; 23(8): 616-625, 2023 08.
Artigo em Inglês | MEDLINE | ID: mdl-37258396

RESUMO

BACKGROUND: Carfilzomib treatment for multiple myeloma (MM) can increase heart failure risk. Whether this risk differs by race is unknown. PATIENTS AND METHODS: We sought to estimate the incidence rates (IRs) of heart failure hospitalization among mostly 65-years-and-older US patients with MM by race treated with carfilzomib- and non-carfilzomib-based regimens in the real-world using Centers for Medicare & Medicaid Services Medicare Fee-for-Service data, Optum Clinformatics Data Mart, and Humana Research Database. The risk of heart failure hospitalization associated with a carfilzomib-based regimen was evaluated using propensity score matching among Black and White patients receiving second or later lines of therapy. RESULTS: Most patient-episodes (88%) were in persons 65 years or older for the 3 cohorts combined. The IR (95% CI) of heart failure hospitalization was higher for patient-episodes treated with a carfilzomib-based regimen than those with a non-carfilzomib-based regimen for both White (14.5 [12.2-17.0] vs. 10.7 [10.3-11.2] events per person-years) and Black patients (15.8 [10.1-23.5] vs. 12.1 [10.9-13.4] events per person-years) in the Medicare cohort. After propensity score matching, the hazard ratio (95% CI) of increased heart failure hospitalization comparing carfilzomib-based to non-carfilzomib-based regimens for White patients (1.6 [1.3-2.0]) was similar to that of Black patients (1.7 [1.0-2.9]) in the Medicare Database, and in the Humana Database (1.4 [0.8-2.6] and 1.2 [0.4-3.5], respectively). CONCLUSION: Although the IR of heart failure among patients with MM treated with a carfilzomib-based regimen was slightly higher, no evidence suggested the relative risk was different between White and Black patients with MM.


Assuntos
Insuficiência Cardíaca , Mieloma Múltiplo , Humanos , Idoso , Estados Unidos/epidemiologia , Mieloma Múltiplo/tratamento farmacológico , Mieloma Múltiplo/epidemiologia , Medicare , Insuficiência Cardíaca/epidemiologia , Hospitalização , Modelos de Riscos Proporcionais
2.
Transl Behav Med ; 13(4): 255-267, 2023 04 15.
Artigo em Inglês | MEDLINE | ID: mdl-36688466

RESUMO

Shared decision-making (SDM) is a key component of patient-centered healthcare. SDM is particularly pertinent in the relapsed and/or refractory multiple myeloma (RRMM) setting, in which numerous treatment options can present challenges for identifying optimal care. However, few studies have assessed the extent and relevance of SDM and patient-centered communication (PCC) in RRMM. To describe treatment decision-making patterns between physicians and patients in the RRMM setting, we conducted online surveys of patients and physicians in the USA to compare their perspectives on the process of treatment decision-making. We analyzed the surveys descriptively. Two hundred hematologists/oncologists and 200 patients with RRMM receiving second-line (n = 89), third-line (n = 65), and fourth-line (n = 46) therapy participated. Top treatment goals for physicians and patients included extending overall survival (among 76% and 83% of physicians and patients, respectively) and progression-free survival (among 54% and 77% of physicians and patients, respectively), regardless of the number of prior relapses. Thirty percent of physicians believed patients preferred a shared approach to treatment decision-making, while 40% of patients reported most often preferring a shared role in treatment decision-making. One-fourth of patients most often preferred physicians to make the final treatment decision after seriously considering their opinion. Thirty-two percent of physicians and 16% of patients recalled ≥3 treatment options presented at first relapse. Efficacy was a primary treatment goal for patients and physicians. Discrepancies in their perceptions during RRMM treatment decision-making exist, indicating that communication tools are needed to facilitate SDM and PCC.


Shared decision-making (SDM) is an important facet of patient-centered healthcare. Multiple myeloma (MM) is a cancer of the bone marrow that can return (relapse) after treatment. SDM may be especially pertinent for relapsed MM as there is no uniform standard of care and treatment selection can be complex. Few studies have examined the extent and relevance of SDM and patient-centered communication (PCC) in this relapsed and/or refractory (RRMM) setting. We conducted online surveys of 200 patients who had received 1­3 previous therapies and 200 physicians to compare treatment decision-making patterns in RRMM in the USA. Both physicians and patients felt that extending patient survival was a top treatment goal, regardless of the number of prior relapses. A lower percentage of physicians believed patients preferred a shared approach to treatment decision-making than patients who reported preferring such a shared role. Twice as many physicians than patients recalled ≥3 treatment options presented at first relapse. In conclusion, while improving survival was an important treatment goal for physicians and patients, there are discrepancies in physician and patient perceptions during RRMM treatment decision-making. Thus, communication tools are needed to facilitate SDM and PCC.


Assuntos
Mieloma Múltiplo , Oncologistas , Médicos , Humanos , Mieloma Múltiplo/terapia , Tomada de Decisões , Relações Médico-Paciente , Participação do Paciente
3.
Clin Lung Cancer ; 23(3): 191-194, 2022 05.
Artigo em Inglês | MEDLINE | ID: mdl-35283071

RESUMO

BACKGROUND: To accelerate drug approvals while maintaining scientific rigor in the evaluation of a therapeutic's efficacy and safety, the United States Food and Drug Administration now considers real-world data (RWD) to support New Drug Applications and expanded indications. Response Evaluation Criteria in Solid Tumors (RECIST) are the gold standard in clinical trials, but the derivation of RECIST-based treatment response from RWD is unproven. This study investigated the feasibility of implementing RECIST criteria in RWD by comparing lung cancer response assessments from RECIST-based measurement of lesions on archived radiologic films with results from medical oncologist and radiologist narratives recorded in electronic health records (EHR). MATERIALS AND METHODS: Response to index treatment via different assessment approaches was compared among 30 metastatic non-small cell lung cancer (mNSCLC) patients receiving systemic treatment (index) after progression on a platinum or anti-PD(L)-1-containing regimen. Specifically, responses based on assessments documented in the medical oncologists' narratives were compared to a radiologist's assessments of archived images using RECIST v1.1 criteria. Each patient's best overall response was characterized as complete or partial (CR/PR), stable disease (SD), progressive disease (PD), or not evaluable (NE). RESULTS: Similar distributions of best overall response and substantial concordance (77%) between medical oncologist-reported and radiologist re-assessed responses were observed. There were no instances of CR/PR to PD or PD to CR/PR discordance. CONCLUSIONS: Results suggest that accurate treatment responses, similar to RECIST, may be derived using RWD. Further validation and improvement of real-world response assessment are needed to develop a scalable real-world approach for response assessment.


Assuntos
Carcinoma Pulmonar de Células não Pequenas , Neoplasias Pulmonares , Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Carcinoma Pulmonar de Células não Pequenas/patologia , Humanos , Neoplasias Pulmonares/tratamento farmacológico , Neoplasias Pulmonares/patologia , Critérios de Avaliação de Resposta em Tumores Sólidos
4.
Am J Clin Nutr ; 115(2): 534-543, 2022 02 09.
Artigo em Inglês | MEDLINE | ID: mdl-34617559

RESUMO

BACKGROUND: Recent observational studies have suggested that circulating phosphorus concentrations are positively associated with the risk of prostate cancer. However, little is known about the causal direction of the association. OBJECTIVES: To explore the potential causal relation between circulating phosphorus and risk of prostate cancer, we conducted a Mendelian randomization (MR) study. METHODS: Summary statistics of prostate cancer were obtained from a meta-analysis of genome-wide association studies (GWASs) consisting of 79,148 cases and 61,106 controls. Single-nucleotide polymorphisms (SNPs) associated with serum phosphorus concentration were selected from a GWAS of 291,408 individuals from the UK Biobank. MR analysis was performed using the inverse variance weighted (IVW) method, supplemented with simple median method, weighted median method, maximum likelihood-based method, MR-Egger regression, and the MR pleiotropy residual sum and outlier test. We also performed a meta-analysis of observational studies to assess the associations of dietary phosphorus intake and serum phosphorus concentration with risk of prostate cancer. RESULTS: In the MR analysis, a total of 125 independent SNPs associated with serum phosphorus concentrations were used as instrumental variables. Genetically predicted serum phosphorus concentrations were associated with a 19% increased risk of prostate cancer (95% CI: 9%, 31%) per 1-SD increment of serum phosphorus by IVW (P = 1.82 × 10-4). Sensitivity analyses using alternative MR methods produced similar positive associations, and no evidence of pleiotropy was detected by MR-Egger regression (P = 0.422). For meta-analysis, 8 studies for dietary phosphorus intake and 4 for serum phosphorus concentrations were included involving a total of 669,080 participants. Consistently, high dietary phosphorus intake and serum phosphorus concentrations were associated with an 8% (95% CI: 4%, 12%) and 7% (95% CI: 1%, 14%) increase in prostate cancer risk, respectively. CONCLUSIONS: Our study suggested a potential causal relation between circulating phosphorus and risk of prostate cancer. Further studies are warranted to elucidate the underlying mechanism of phosphorus in the development of prostate cancer.


Assuntos
Fósforo/sangue , Polimorfismo de Nucleotídeo Único , Neoplasias da Próstata/genética , Biomarcadores Tumorais/sangue , Biomarcadores Tumorais/genética , Estudo de Associação Genômica Ampla , Humanos , Funções Verossimilhança , Masculino , Análise da Randomização Mendeliana , Metanálise como Assunto
5.
Clin Lymphoma Myeloma Leuk ; 21(6): 401-412.e24, 2021 06.
Artigo em Inglês | MEDLINE | ID: mdl-33658169

RESUMO

BACKGROUND: Chronic kidney disease (CKD) is common in patients with multiple myeloma (MM) and is associated with a poor prognosis. We assessed CKD-associated clinical outcomes among elderly patients with MM initiating chemotherapy in the United States. MATERIALS AND METHODS: We identified elderly Medicare beneficiaries (≥66 years) diagnosed with MM who initiated first-line therapy from 2008 to 2014. We identified CKD using diagnosis codes. We followed patients for death, time to next treatment (TTNT), and myeloma-defining events (anemia, hypercalcemia, skeletal-related events, progression to/of CKD) until September 30, 2015. We estimated overall survival, TTNT, and cumulative incidence of myeloma-defining events using the Kaplan-Meier method and risk of CKD-associated outcomes using Cox proportional hazards models, adjusting for demographics and comorbid conditions. RESULTS: Of 22,484 included patients, 8704 (39%) had CKD at first-line therapy initiation. Compared with patients without CKD, patients with CKD had shorter median overall survival (2.1 vs. 3.6 years) and median TTNT (10.0 vs. 12.4, 9.7 vs. 11.2, 8.3 vs. 9.2, and 6.9 vs. 8.3 months at first- to fourth-line therapy). Probability of CKD progression for patients at stages 1 to 5 was higher than the probability of developing CKD for patients without CKD (3-year cumulative incidence [95% confidence interval, CI], 47% [45-48%] vs. 27% [24-26%]). Adjusted hazard ratios for CKD versus non-CKD were: all-cause death, 1.23 (95% CI, 1.18-1.28); anemia, 1.34 (95% CI, 1.24-1.45); hypercalcemia, 1.23 (95% CI, 1.09-1.38); skeletal-related events, 0.85 (95% CI, 0.90-0.91); and TTNT, from 1.03 (95% CI, 0.96-1.10) at third-line therapy to 1.15 (95% CI, 1.04-1.27) at fourth-line therapy. CONCLUSION: Data from the study suggest that CKD-associated clinical burden is substantial in elderly patients with MM.


Assuntos
Avaliação Geriátrica , Medicare , Mieloma Múltiplo/complicações , Mieloma Múltiplo/epidemiologia , Insuficiência Renal Crônica/complicações , Insuficiência Renal Crônica/epidemiologia , Idoso , Idoso de 80 Anos ou mais , Causas de Morte , Gerenciamento Clínico , Avaliação Geriátrica/estatística & dados numéricos , Humanos , Incidência , Mortalidade , Mieloma Múltiplo/terapia , Avaliação de Resultados da Assistência ao Paciente , Prognóstico , Modelos de Riscos Proporcionais , Vigilância em Saúde Pública , Estudos Retrospectivos , Estados Unidos/epidemiologia
6.
Blood Adv ; 5(2): 367-376, 2021 01 26.
Artigo em Inglês | MEDLINE | ID: mdl-33496733

RESUMO

In the phase 3 ENDEAVOR study, carfilzomib-dexamethasone (Kd) improved survival over bortezomib-dexamethasone (Vd) in patients with relapsed or refractory multiple myeloma (RRMM), regardless of baseline renal function. This real-world study compared renal response in patients with RRMM (1-3 prior lines) and renal impairment (estimated glomerular filtration rate ≤50 mL/min) treated with Kd vs Vd. Electronic medical records data from the Oncology Services Comprehensive Electronic Records database were assessed (from January 2012 through February 2018). Time to renal response (defined according to International Myeloma Working Group criteria) was evaluated using the Kaplan-Meier method and log-rank test. Incidence rate ratios (IRRs) and 95% confidence intervals (CIs) were calculated for renal overall response (ROR) and renal complete response (RCR) using Cox proportional hazard models adjusted for baseline covariates. Included were 543 Kd-treated and 1005 Vd-treated patients. In line 2 (2L), compared with Vd, Kd achieved significantly higher ROR (51.4% vs 39.6%; P < .0001) and RCR (26.6% vs 22.2%; P = .0229). After baseline covariate adjustment, 2L patients receiving Kd vs Vd were 45% more likely to achieve ROR (IRR, 1.45; 95% CI, 1.18-1.78), and 68% were more likely to achieve RCR (IRR, 1.68; 95% CI, 1.24-2.28). The renal response benefit with Kd remained consistent in 2L to line 4 (4L). In a combined analysis of patients receiving Kd and Vd (2L and 2L-4L), renal responders had longer overall survival and time to next treatment than renal nonresponders. These results demonstrate improved real-world effectiveness of Kd over Vd in RRMM renal rescue, and the positive association between renal response and improved survival.


Assuntos
Mieloma Múltiplo , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Bortezomib/uso terapêutico , Humanos , Mieloma Múltiplo/tratamento farmacológico , Oligopeptídeos/uso terapêutico
7.
Sci Rep ; 11(1): 2519, 2021 01 28.
Artigo em Inglês | MEDLINE | ID: mdl-33510252

RESUMO

Valerian root (Valeriana officinalis) is a popular and widely available herbal supplement used to treat sleeping disorders and insomnia. The herb's ability to ameliorate sleep dysfunction may signify an unexplored anti-tumorigenic effect due to the connection between circadian factors and tumorigenesis. Of particular interest are the structural similarities shared between valeric acid, valerian's active chemical ingredient, and certain histone deacteylase (HDAC) inhibitors, which imply that valerian may play a role in epigenetic gene regulation. In this study, we tested the hypothesis that the circadian-related herb valerian can inhibit breast cancer cell growth and explored epigenetic changes associated with valeric acid treatment. Our results showed that aqueous valerian extract reduced growth of breast cancer cells. In addition, treatment of valeric acid was associated with decreased breast cancer cell proliferation, migration, colony formation and 3D formation in vitro in a dose- and time-dependent manner, as well as reduced HDAC activity and a global DNA hypomethylation. Overall, these findings demonstrate that valeric acid can decrease the breast cancer cell proliferation possibly by mediating epigenetic modifications such as the inhibition of histone deacetylases and alterations of DNA methylation. This study highlights a potential utility of valeric acid as a novel HDAC inhibitor and a therapeutic agent in the treatment of breast cancer.


Assuntos
Antineoplásicos Fitogênicos/farmacologia , Epigênese Genética/efeitos dos fármacos , Regulação Neoplásica da Expressão Gênica/efeitos dos fármacos , Ácidos Pentanoicos/farmacologia , Valeriana/química , Antineoplásicos Fitogênicos/química , Linhagem Celular Tumoral , Movimento Celular/efeitos dos fármacos , Movimento Celular/genética , Metilação de DNA/efeitos dos fármacos , Feminino , Redes Reguladoras de Genes , Humanos , Ácidos Pentanoicos/química , Extratos Vegetais/química , Extratos Vegetais/farmacologia
8.
J Bone Oncol ; 26: 100328, 2021 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-33294317

RESUMO

BACKGROUND: Previous studies have quantified direct inpatient costs of skeletal-related events (SREs); however, costs associated with subsequent post-SRE care have not been examined. METHODS: We identified two study cohorts using 2011-2015 Medicare 20% sample data: patients diagnosed with 1) bone metastases from solid tumors or 2) multiple myeloma (MM), both with SRE-related hospitalization discharge dates January 1, 2011-September 30, 2015. We assessed discharge status and costs from discharge to the earliest of death, end of Medicare enrollment, or December 31, 2015. Discharge status was defined as: skilled nursing facility (SNF), rehabilitation facility, hospice, home health agency (HHA), long-term care (LTC) nursing home, LTC hospital, or rehospitalization within or after 30 days. Percentage, stay duration, and Medicare costs were calculated for each setting. All analyses were descriptive. RESULTS: We identified 7988 bone metastases patients and 4277 MM patients discharged from index SRE-related hospitalizations; corresponding mean ages were 76.9 and 76.6 years. The largest proportion of bone metastases patients were discharged to SNF (32.9%), then HHA (13.7%), hospice (13.5%), and LTC (11.3%); the pattern was similar for MM patients (SNF, 35.9%; HHA, 18.2%; hospice, 7.2%; LTC, 1.5%). Almost 10% of patients in both cohorts were re-hospitalized within 30 days. Mean Medicare cost per patient per facility stay was < $10,000 for hospice, and from $15,517 for LTC nursing home to $49,729 for LTC hospital for MM patients. CONCLUSION: Most elderly cancer patients (>75%) require healthcare facility support after SRE-related hospitalization, with substantial associated costs. Post-discharge management is clinically and economically important.

9.
Cancer Epidemiol ; 69: 101824, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-33039726

RESUMO

BACKGROUND: Although there is some evidence of positive associations between both the glycemic index (GI) and glycemic load (GL) with cancer risk, the relationships with lung cancer risk remain largely unexplored. We evaluated the associations between GI and GL with lung cancer. METHODS: The analyses were performed using data from a population-based case-control study recruited between 1999 and 2004 in Los Angeles County. Dietary factors were collected from 593 incident lung cancer cases and 1026 controls using a modified food frequency questionnaire. GI and GL were estimated using a food composition table. Adjusted odds ratios (ORs) and 95 % confidence intervals (CI) were estimated using unconditional logistic regression adjusting for potential confounders. RESULTS: Dietary GI was positively associated with lung cancer (OR for upper vs. lower tertile = 1.62; 95 % CI: 1.17, 2.25). For histologic subtypes, positive associations were observed between GI and adenocarcinoma (OR for upper vs. lower tertile = 1.82; 95 % CI: 1.22, 2.70) and small cell carcinoma (OR for upper vs. lower tertile = 2.68; 95 % CI: 1.25, 5.74). No clear association between GL and lung cancer was observed. CONCLUSION: These findings suggest that high dietary GI was associated with increased lung cancer risk, and the positive associations were observed for both lung adenocarcinoma and small cell lung carcinoma. Replication in an independent dataset is merited for a broader interpretation of our results.


Assuntos
Índice Glicêmico/genética , Carga Glicêmica/genética , Neoplasias Pulmonares/epidemiologia , Adolescente , Adulto , Idoso , Estudos de Casos e Controles , Feminino , Humanos , Los Angeles , Masculino , Pessoa de Meia-Idade , Fatores de Risco , Adulto Jovem
10.
Blood Cancer J ; 10(6): 73, 2020 06 30.
Artigo em Inglês | MEDLINE | ID: mdl-32606424

RESUMO

B-cell maturation antigen (BCMA) plays a critical role in regulating B-cell proliferation and survival. There is evidence for BCMA expression in various hematologic malignancies, suggesting that BCMA may play an important role as a biomarker or therapeutic target in these diseases. Given advances in understanding the role of BCMA in B-cell development and the promise of BCMA as a therapeutic target, a systematic review is needed to rigorously assess the evidence for BCMA expression and identify areas of consensus and future research. The objective of this review was to summarize the evidence on BCMA protein and mRNA expression across hematologic malignancies. Using a PubMed database search up to 28 August 2019, a systematic literature review of publications reporting BCMA expression in patients with hematologic malignancies was conducted. Data from published congress abstracts presented at the American Society of Clinical Oncology and the American Society of Hematology were also searched. Studies that assessed BCMA expression (protein or mRNA) in patients of any age with hematologic malignancies were included. A total of 21 studies met inclusion criteria and were included in the review. BCMA was expressed in several hematologic malignancies, including multiple myeloma (MM), chronic lymphocytic leukemia, acute B-lymphoblastic leukemia, non-Hodgkin lymphoma (NHL), and Hodgkin lymphoma. BCMA was expressed at uniformly high levels across all 13 MM studies and at low to moderate levels in acute myeloid leukemia and acute lymphoblastic leukemia. These results suggest that BCMA is a relevant target in MM as well as in a subset of B-cell leukemia. BCMA expression in Hodgkin lymphoma and NHL varied across studies, and further research is needed to determine the utility of BCMA as an antibody target and biomarker in these diseases. Differences in sample type, timing of sample collection, and laboratory technique used may have affected the reporting of BCMA levels.


Assuntos
Antígeno de Maturação de Linfócitos B/genética , Regulação Neoplásica da Expressão Gênica , Neoplasias Hematológicas/genética , Antígeno de Maturação de Linfócitos B/análise , Neoplasias Hematológicas/patologia , Doença de Hodgkin/genética , Doença de Hodgkin/patologia , Humanos , Leucemia Linfocítica Crônica de Células B/genética , Leucemia Linfocítica Crônica de Células B/patologia , Linfoma não Hodgkin/genética , Linfoma não Hodgkin/patologia , Mieloma Múltiplo/genética , Mieloma Múltiplo/patologia , Leucemia-Linfoma Linfoblástico de Células Precursoras/genética , Leucemia-Linfoma Linfoblástico de Células Precursoras/patologia , RNA Mensageiro/genética
11.
Liver Int ; 39(8): 1490-1503, 2019 08.
Artigo em Inglês | MEDLINE | ID: mdl-31228882

RESUMO

BACKGROUND & AIMS: The potential interaction between family history of liver cancer and HBV infection on liver cancer has not been fully examined. METHODS: We conducted a population-based case-control study composed of 2011 liver cancer cases and 7933 controls in Jiangsu province, China from 2003 to 2010. Data on major risk or protective factors were collected and HBV/HCV sero-markers were assayed using blood samples. Semi-Bayes (SB) adjustments were applied to provide posterior estimates. RESULTS: Both family history of liver cancer (adjusted odds ratios [OR]: 4.32, 95% confidence intervals [CI]: 3.25-5.73) and hepatitis B surface antigen (HBsAg) positivity (adjusted OR: 9.94, 95% CI: 8.33-11.87) were strongly associated with liver cancer development. For individuals with different combinations of serological markers, the adjusted ORs were 8.45 (95% CI: 5.16-13.82) for HBsAg- and HBcAb-positive; 7.57 (95% CI: 4.87-11.77) for HBsAg-, HBeAg- and HBcAb-positive; and 3.62 (95% CI: 2.47-5.31) for HBsAg-, HBeAb- and HBcAb-positive, compared to all negatives in HBV serological markers. One log increase in HBV DNA level was associated with 17% increased risk (adjusted OR: 1.17, 95% CI: 1.03-1.32). The SB-adjusted OR of HBV-positive individuals with family history of liver cancer was 41.34 (95% posterior interval [PI]: 23.69-72.12) compared with those HBV-negative without family history. Relative excess risk due to additive interaction, the attributable proportion and synergy index were 73.13, 0.87 and 8.04 respectively. Adjusted ratio of OR for multiplicative interaction was 2.84 (95% CI: 1.41-5.75). CONCLUSIONS: Super-additive and super-multiplicative interactions may exist between family history of liver cancer and HBV infection on the development of liver cancer.


Assuntos
Hepatite B/complicações , Neoplasias Hepáticas/epidemiologia , Idoso , Idoso de 80 Anos ou mais , Estudos de Casos e Controles , China/epidemiologia , Feminino , Humanos , Neoplasias Hepáticas/genética , Neoplasias Hepáticas/virologia , Masculino , Pessoa de Meia-Idade
12.
Carcinogenesis ; 39(7): 860-868, 2018 07 03.
Artigo em Inglês | MEDLINE | ID: mdl-29897425

RESUMO

Increasingly affordable high-throughput molecular profiling technologies have made feasible the measurement of omics-wide interindividual variations for the purposes of predicting cancer prognosis. While multiple types of genetic, epigenetic and expression changes have been implicated in ovarian cancer, existing prognostic biomarker strategies are constrained to analyzing a single class of molecular variations. The extra predictive power afforded by the integration of multiple omics types remains largely unexplored. In this study, we performed integrative analysis on tumor-based exome-, transcriptome- and methylome-wide molecular profiles from The Cancer Genome Atlas (TCGA) for variations in cancer-relevant genes to construct robust, cross-validated multiomic predictors for ovarian cancer survival. These integrated polygenic survival scores (PSSs) were able to predict 5-year overall (OS) and progression-free survival in the Caucasian subsample with high accuracy (AUROC = 0.87 and 0.81, respectively). These findings suggest that the PSSs are able to predict long-term OS in TCGA patients with accuracy beyond that of previously proposed protein-based biomarker strategies. Our findings reveal the promise of an integrated omics-based approach in enhancing existing prognostic strategies. Future investigations should be aimed toward prospective external validation, strategies for standardizing application and the integration of germline variants.


Assuntos
Neoplasias Ovarianas/genética , Biomarcadores Tumorais/genética , Metilação de DNA/genética , Epigênese Genética/genética , Exoma/genética , Feminino , Perfilação da Expressão Gênica/métodos , Regulação Neoplásica da Expressão Gênica/genética , Variação Genética/genética , Genoma Humano/genética , Humanos , Pessoa de Meia-Idade , Prognóstico , Intervalo Livre de Progressão , Transcriptoma/genética
13.
Oncotarget ; 9(102): 37616-37626, 2018 Dec 28.
Artigo em Inglês | MEDLINE | ID: mdl-30701019

RESUMO

PIWI-interacting RNAs (piRNAs) are small non-coding RNAs that partner with PIWI proteins to protect germline tissues from destabilizing transposon activity. While the aberrant expression of PIWI proteins has been linked with poor outcomes for many cancers, less is known about the expression or function of piRNAs in cancer. We performed array-based piRNA expression profiling in seven pairs of normal brain and glioblastoma multiforme (GBM) tissue specimens, and identified expression of ~350 piRNAs in both tissues and a subset with dysregulated expression in GBM. Over-expression of the most down-regulated piRNA in GBM tissue, piR-8041, was found to reduce glioma cell line proliferation, induce cell cycle arrest and apoptosis, and inhibit cell survival pathways. Furthermore, pre-treatment with piR-8041 significantly reduced the volume of intracranial mouse xenograft tumors. Taken together, our study reveals reduced expression in GBM of piR-8041 and other piRNAs with tumor suppressive properties, and suggests that restoration of such piRNAs may be a potential strategy for GBM therapy.

14.
Genet Epidemiol ; 40(6): 520-30, 2016 09.
Artigo em Inglês | MEDLINE | ID: mdl-27377425

RESUMO

PURPOSE: Impaired glucose metabolism-related genetic variants likely interact with obesity-modifiable factors in response to glucose intolerance, yet their interconnected pathways have not been fully characterized. METHODS: With data from 1,027 postmenopausal participants of the Genomics and Randomized Trials Network study and 15 single-nucleotide polymorphisms (SNPs) associated with glucose homeostasis, we assessed whether obesity, physical activity, and high dietary fat intake interact with the SNP-glucose variations. We used regression analysis plus stratification and graphic approaches. RESULTS: Across carriers of the 15 SNPs, fasting levels of glucose, insulin, and homeostatic model assessment-insulin resistance (HOMA-IR) were higher in obese, inactive, and high fat-diet women than in their respective counterparts. Carriers within subgroups differently demonstrated the direction and/or magnitude of the variants' effect on glucose-relevant traits. Variants in GCKR, GCK, DGKB/TMEM195 (P for interactions = 0.02, 0.02, and 0.01), especially, showed interactions with obesity: obese, inactive, and high fat-diet women had greater increases in fasting glucose, insulin, and HOMA-IR levels. Obese carriers at TCF7L2 variant had greater increases in fasting glucose levels than nonobese carriers (P for interaction = 0.04), whereas active women had greater decreases in insulin and HOMA-IR levels than inactive women (P for interaction = 0.02 in both levels). CONCLUSIONS: Our data support the important role of obesity in modifying glucose homeostasis in response to glucose metabolism-relevant variants. These findings may inform research on the role of glucose homeostasis in the etiology of chronic disease and the development of intervention strategies to reduce risk in postmenopausal women.


Assuntos
Variação Genética , Glucose/metabolismo , Obesidade/genética , Proteínas Adaptadoras de Transdução de Sinal/genética , Idoso , Glicemia/análise , Índice de Massa Corporal , Diacilglicerol Quinase/genética , Dieta Hiperlipídica , Exercício Físico , Feminino , Genótipo , Quinases do Centro Germinativo , Humanos , Insulina/sangue , Resistência à Insulina , Estilo de Vida , Pessoa de Meia-Idade , Obesidade/patologia , Polimorfismo de Nucleotídeo Único , Pós-Menopausa , Proteínas Serina-Treonina Quinases/genética , Proteína 2 Semelhante ao Fator 7 de Transcrição/genética
15.
Cancer Epidemiol Biomarkers Prev ; 25(7): 1073-80, 2016 07.
Artigo em Inglês | MEDLINE | ID: mdl-27197292

RESUMO

BACKGROUND: PIWI-interacting RNAs (piRNAs), the largest class of noncoding RNAs in mammals, cooperate with PIWI proteins to safeguard the genome from insertional mutations during germline development. Although a growing number of studies have linked the PIWI-piRNA pathway to carcinogenesis, the role of piRNAs in glioma has not been explored. METHODS: Utilizing directly measured and imputed genotypes from the GliomaScan genome-wide association study (1,840 cases and 2,401 controls), genetic variants in 1,428 piRNAs were analyzed for association with glioma risk. In vitro assays were performed to interrogate the functional impact of a top identified piRNA and its variant allele. RESULTS: Variants in five piRNAs were considered to be associations of interest and four of these showed narrow clusters of enhanced association signals surrounding the index variant. Functional analyses of one of these piRNAs, piR-598, revealed that transfection of the wild-type piRNA impacted expression of genes involved in cell death/survival and reduced glioma cell viability and colony formation. However, upon delivery of piR-598 containing the variant allele at rs147061479 [OR, 1.80; 95% confidence interval (CI), 1.33-2.46; P = 1.69 × 10(-4)], cell proliferation was sharply increased. CONCLUSIONS: The genetic association analysis identifies several piRNAs associated with glioma risk, and follow-up functional analyses suggest that variant rs147061479 in piR-598 increases glioma risk by abolishing the tumor-suppressive function of piR-598, instead conferring growth-promoting properties. IMPACT: This transdisciplinary study demonstrates a role of piRNAs in gliomagenesis by evidence from both post-GWAS and in vitro functional analyses and supports expanded investigation into the link between the PIWI-piRNA pathway and cancer. Cancer Epidemiol Biomarkers Prev; 25(7); 1073-80. ©2016 AACR.


Assuntos
Proteínas Argonautas/genética , Biomarcadores Tumorais/genética , Carcinogênese/genética , Glioma/genética , RNA Interferente Pequeno/genética , Proteínas Argonautas/metabolismo , Biomarcadores Tumorais/metabolismo , Estudos de Casos e Controles , Linhagem Celular Tumoral , Estudos de Coortes , Bases de Dados Genéticas , Regulação Neoplásica da Expressão Gênica , Predisposição Genética para Doença , Variação Genética , Estudo de Associação Genômica Ampla , Glioma/metabolismo , Humanos , RNA Interferente Pequeno/metabolismo , Fatores de Risco
16.
Carcinogenesis ; 36(10): 1094-102, 2015 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-26210741

RESUMO

Although PIWI-interacting RNAs (piRNAs) account for the largest class of the small non-coding RNA superfamily, virtually nothing is known of their function in human carcinogenesis. Once thought to be expressed solely in the germ line where they safeguard the genome against transposon-induced insertional mutations, piRNAs are now believed to play an active role in somatic gene regulation through sequence-specific histone modification and DNA methylation. In the current study, we investigate the role of piRNA-021285 (piR-021285) in the regulation of the breast cancer methylome. Genotypic screening of a panel of single-nucleotide polymorphism (SNP)-containing piRNAs revealed a significant association between SNP rs1326306 G>T in piR-021285 and increased likelihood for breast cancer in a Connecticut-based population (441 cases and 479 controls). Given nascent but compelling evidence of piRNA-mediated gene-specific methylation in the soma, a genome-wide methylation screen was then carried out using wild type (WT) and variant piR-021285 mimic-transfected MCF7 cells to explore whether the observed association could be attributed in part to piR-021285-induced methylation at cancer-relevant genes. We found significant methylation differences at a number of experimentally implicated breast cancer-related genes, including attenuated 5' untranslated region (UTR)/first exon methylation at the proinvasive ARHGAP11A gene in variant mimic-transfected cells. Follow-up functional analyses revealed both concurrent increased ARHGAP11A mRNA expression and enhanced invasiveness in variant versus WT piR-021285 mimic-transfected breast cancer cell lines. Taken together, our findings demonstrate the first evidence supporting a role of piRNAs, a novel group of non-coding RNA, in human tumorigenesis via a piRNA-mediated epigenetic mechanism, which warrants further confirmation and investigation.


Assuntos
Neoplasias da Mama/genética , Carcinogênese , Metilação de DNA/genética , RNA Interferente Pequeno/genética , Pequeno RNA não Traduzido/genética , Neoplasias da Mama/patologia , Epigênese Genética/genética , Feminino , Proteínas Ativadoras de GTPase/genética , Regulação Neoplásica da Expressão Gênica , Humanos , Invasividade Neoplásica/genética , Polimorfismo de Nucleotídeo Único
17.
Tumour Biol ; 36(5): 3533-9, 2015 May.
Artigo em Inglês | MEDLINE | ID: mdl-25740058

RESUMO

Although the role of core circadian gene cryptochrome 2 (CRY2) in breast tumorigenesis has been demonstrated, the correlations of CRY2 with clinical parameters in breast cancer patients and its involvement in epigenetic processes such as DNA methylation remain relatively unexplored. In the current study, we first queried the Oncomine database and the Gene Expression-Based Outcome for Breast Cancer Online (GOBO) database to identify associations between CRY2 expression levels and clinical parameters in breast cancer patients. We then silenced CRY2 in vitro and performed a genome-wide methylation array to determine the epigenetic impact of CRY2 silencing. The Ingenuity Pathway Analysis software was used to further explore the genes exhibiting altered methylation identified using the array. We found that CRY2 was frequently down-regulated in breast cancer tissue compared to adjacent normal tissue or breast tissue from healthy controls. Lower CRY2 expression was associated with estrogen receptor (ER)-negativity (P < 0.0001), higher tumor grade (P < 0.0001), and shorter overall survival time in breast cancer patients (HR = 1.44, 95 % confidence interval (CI) 1.09-1.91). Genome-wide methylation analysis showed that a total of 515 CpG sites were hypermethylated following CRY2 knockdown, while 730 sites were hypomethylated. The pathway analysis revealed several cancer-relevant networks with genes exhibiting significantly altered methylation following CRY2 silencing. These findings suggest that the core circadian gene CRY2 is associated with breast cancer progression and prognosis, and that knockdown of CRY2 causes the epigenetic dysregulation of genes involved in cancer-relevant pathways, which provide further evidence supporting a role of the circadian system in breast tumorigenesis.


Assuntos
Neoplasias da Mama/genética , Carcinogênese , Criptocromos/genética , Epigênese Genética , Neoplasias da Mama/patologia , Ilhas de CpG/genética , Criptocromos/biossíntese , Metilação de DNA/genética , Feminino , Regulação Neoplásica da Expressão Gênica , Redes Reguladoras de Genes , Inativação Gênica , Genoma Humano , Humanos , Células MCF-7 , Estadiamento de Neoplasias
18.
Cancer Causes Control ; 26(2): 171-178, 2015 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-25398683

RESUMO

PURPOSE: Although the evidence linking exposure to light at night (LAN) and breast cancer risk continues to accumulate, the molecular mechanisms driving this association remain to be fully elucidated. We have previously suggested that long-term exposure to LAN through shiftwork may result in dysregulated patterns of methylation genome-wide. In this study, we investigate the link between miR-34b, a miRNA suggested to be an important tumor suppressor, and shiftwork-related breast cancer. METHODS: Methylation states in the miR-34b promoter region were previously compared between 10 female long-term shiftworkers and 10 folate intake- and age-matched female dayworkers participating in the Danish "Diet, Cancer and Health" prospective cohort study. In order to further explore the functional role of miR-34b in breast tumorigenesis, a genome-wide expression microarray was carried out in miR-34b-overexpressed MCF-7 breast cancer cells and the identified transcripts were further analyzed for network and functional interrelatedness using Ingenuity Pathway Analysis software. RESULTS: We observed a 49.1 % increase in miR-34b promoter methylation among shiftworkers at a CpG site in this region (p = 0.016). Transfection of the miR-34b mimic in an MCF-7 breast cancer cell line induced differential expression of 230 transcripts that are involved in the interferon-mediated antiviral response as well as apoptotic and antiproliferative gene networks. CONCLUSIONS: Together, our results suggest that long-term shiftwork may increase the risk of breast cancer via methylation-based suppression of miR-34b and a consequent reduction in immunomediated anti-tumor capacity and support our previous findings that LAN may induce epigenetic alteration of cancer-relevant microRNAs.


Assuntos
Neoplasias da Mama/genética , Metilação de DNA , Suscetibilidade a Doenças , MicroRNAs/genética , Tolerância ao Trabalho Programado , Apoptose , Linhagem Celular Tumoral , Estudos de Coortes , Epigenômica , Feminino , Redes Reguladoras de Genes , Estudo de Associação Genômica Ampla , Humanos , Luz , MicroRNAs/química , Pessoa de Meia-Idade , Doenças Profissionais/genética , Análise de Sequência com Séries de Oligonucleotídeos , Regiões Promotoras Genéticas , Estudos Prospectivos , Inquéritos e Questionários
19.
Epigenetics ; 9(5): 730-7, 2014 May.
Artigo em Inglês | MEDLINE | ID: mdl-24503492

RESUMO

Despite the voluminous body of observational evidence concerning the role of miRNAs in cancer, significant knowledge gaps remain concerning the molecular circumstances that underlie the miRNA-cancer connection. In this study, we employ a multidisciplinary approach to establish an association between miR-618 and non-Hodgkin lymphoma (NHL) in a human population and attempt to explicate this association at the molecular level. A high-throughput, transcriptome-wide RIP-Chip-based method was used to identify members of the miR-618 targetome, which were analyzed for functional relevance using a gene network-based approach. Findings were confirmed by genotyping a SNP (rs2682818) in the stem-loop sequence of miR-618 in a population-based case-control study of NHL (455 cases and 527 controls). Lastly, we analyzed the functional impact of rs2682818 on miR-618 expression and its consequent implications for the lymphomagenic process. A total of 128 miR-618 targets were identified, which were enriched for genes that have functional roles in lymphoma-relevant pathways. This is consistent with our finding of a significant association between rs2682818 G>T in the miR-618 stem-loop and follicular lymphoma (FL) (OR: 1.65, 95% CI: 1.05-2.60). In vitro analysis of rs2682818's functional impact revealed that the variant T allele resulted in reduced levels of mature miR-618, which in turn may lead to deregulation of miR-618-controlled pathways relevant to follicular lymphoma. Taken together, our findings implicate miR-618 in follicular lymphomagenesis, identify miR-618 as a potential risk biomarker for follicular lymphoma, and illuminate miR-618-regulated lymphomagenic pathways that can serve as therapeutic targets for follicular lymphoma.


Assuntos
Biomarcadores Tumorais/metabolismo , Carcinogênese/metabolismo , Linfoma não Hodgkin/metabolismo , MicroRNAs/metabolismo , RNA Mensageiro/genética , Idoso , Carcinogênese/genética , Carcinogênese/patologia , Estudos de Casos e Controles , Feminino , Perfilação da Expressão Gênica , Estudos de Associação Genética , Genômica , Células HeLa , Humanos , Linfoma Folicular/genética , Linfoma Folicular/metabolismo , Linfoma Folicular/patologia , Linfoma não Hodgkin/genética , Linfoma não Hodgkin/patologia , Polimorfismo de Nucleotídeo Único
20.
RNA Biol ; 11(10): 1301-12, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-25590657

RESUMO

PIWI-interacting RNAs (piRNAs) have long been associated with the silencing of transposable elements (TEs). However, over 20,000 unique species of piRNAs mapped to the human genome are more than the relatively few presumably required to regulate the known human transposon classes. Here, we present the results of the first genome-wide effort to study the effects of piRNAs on gene specific DNA methylation. We found that exon-derived piRNAs consist almost universally of species with 10 or fewer genomic copies, whereas piRNAs existing in high copies originate predominately from intronic and intergenic regions. Genome-wide methylation profiling following transfection of human somatic cells with piRNA mimics revealed methylation changes at numerous genic loci in single copy piRNA-transfected cells. Moreover, genomic regions directly adjacent to differentially methylated CpG sites were enriched for sequence matches to the transfected piRNAs. These findings suggest that a subset of single copy piRNAs may be able to induce DNA methylation at non-TE genic loci, a process that may be mediated in part by direct binding to either genomic DNA or nascent mRNA near target CpG sites.


Assuntos
Neoplasias da Mama/genética , Metilação de DNA , Elementos de DNA Transponíveis/genética , Epigenômica/métodos , Genoma Humano , Linfoma de Células B/genética , RNA Interferente Pequeno/genética , Sítios de Ligação , Neoplasias da Mama/metabolismo , Feminino , Humanos , Imunoprecipitação , Linfoma de Células B/metabolismo , RNA Mensageiro/genética , RNA Interferente Pequeno/metabolismo , Reação em Cadeia da Polimerase em Tempo Real , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Células Tumorais Cultivadas
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