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1.
medRxiv ; 2024 Apr 07.
Artigo em Inglês | MEDLINE | ID: mdl-38633778

RESUMO

Grade IV glioma, formerly known as glioblastoma multiforme (GBM) is the most aggressive and lethal type of brain tumor, and its treatment remains challenging in part due to extensive interpatient heterogeneity in disease driving mechanisms and lack of prognostic and predictive biomarkers. Using mechanistic inference of node-edge relationship (MINER), we have analyzed multiomics profiles from 516 patients and constructed an atlas of causal and mechanistic drivers of interpatient heterogeneity in GBM (gbmMINER). The atlas has delineated how 30 driver mutations act in a combinatorial scheme to causally influence a network of regulators (306 transcription factors and 73 miRNAs) of 179 transcriptional "programs", influencing disease progression in patients across 23 disease states. Through extensive testing on independent patient cohorts, we share evidence that a machine learning model trained on activity profiles of programs within gbmMINER significantly augments risk stratification, identifying patients who are super-responders to standard of care and those that would benefit from 2 nd line treatments. In addition to providing mechanistic hypotheses regarding disease prognosis, the activity of programs containing targets of 2 nd line treatments accurately predicted efficacy of 28 drugs in killing glioma stem-like cells from 43 patients. Our findings demonstrate that interpatient heterogeneity manifests from differential activities of transcriptional programs, providing actionable strategies for mechanistically characterizing GBM from a systems perspective and developing better prognostic and predictive biomarkers for personalized medicine.

2.
Curr Urol ; 17(2): 118-124, 2023 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-37691994

RESUMO

Objectives: To describe and compare the incidence, stage at diagnosis, and survival for genitourinary cancers in the border regions and in Hispanic-Americans. Materials and methods: A population-based search was performed using the Surveillance, Epidemiology, and End Results Program 18 database and the Texas Cancer Registry from 2000 to 2017. Cox regression models were performed with adjusted for age, gender, race, cancer type, cancer stage, insurance status, and cause of death were used to compare cancer-specific survival. Results: A total of 63,236 kidney and renal pelvis, 38,398 bladder, 170,640 prostate, 24,313 testicular cancer cases were identified. Cancer-specific survival was found to be improved in Hispanic-Americans in kidney and renal pelvis (hazard ratio [HR], 0.903, 95% confidence interval [CI], 0.856-0.952, p = 0.0001), and bladder cancers (HR, 0.817, 95% CI, 0.743-0.898, p < 0.001), despite a more advanced stage at diagnosis in Hispanics with bladder cancer (p < 0.0074). Testicular cancer has a survival disadvantage for individuals living in the border region (HR, 1.315, 95% CI, 1.124-1.539, p = 0.0006). Conclusions: Disparities exist between Hispanic-Americans and Non-Hispanic White and also between individuals living in the border counties when compared to other regions. This is most significant in individuals with testicular cancer residing in the border region who demonstrate worse overall survival.

3.
Ethn Dis ; 30(2): 357-364, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32346282

RESUMO

Objective: To examine incidence and survival of testicular cancer in New Mexico, overall and separately for border and non-border counties. Methods: Incidence and 5-year survival rates for testicular cancer were obtained from the SEER18 database using the SEER*Stat program following established NCI protocols. Incidence data were compared using Student's t-test. Age-adjusted 5-year survival and Kaplan-Meier method were used to estimate survival. Log-rank tests were used to compare survival for New Mexico to the remaining17 geographical areas of the SEER 18 and for the New Mexico border counties to the New Mexico non-border counties. Odds ratios were used to compare testicular stage at diagnosis. Cox proportional hazards regression was performed to account for race/ethnicity, and border status. Results: From 2000-2015, New Mexico had a testicular cancer incidence rate of 6.3 per 100,000 people, significantly higher than SEER18 (P<.001). The 5-year survival rate in New Mexico did not differ significantly from the SEER18 (P=.3). Border Hispanics had a lower survival rate than border non-Hispanic populations (P=.03). From 2000-2018, New Mexico had a significantly higher proportion of distant cancers than the SEER18 (OR: 1.29, 95% CI: 1.08 to 1.53, P=.005). Conclusions: The higher incidence of testicular cancer in New Mexico does not appear to have a clear explanation based on the current understanding of risk factors; however, the increased incidence in New Mexico does not appear to be associated with increased mortality. The higher proportion of advanced testicular cancers in New Mexico may represent a delay in diagnosis. The increased mortality rate seen in Hispanic border populations may be due in part to barriers to care.


Assuntos
Diagnóstico Tardio , Neoplasias Testiculares , Diagnóstico Tardio/prevenção & controle , Diagnóstico Tardio/estatística & dados numéricos , Hispânico ou Latino/estatística & dados numéricos , Humanos , Incidência , Masculino , Pessoa de Meia-Idade , Estadiamento de Neoplasias , New Mexico/epidemiologia , Fatores de Risco , Programa de SEER/estatística & dados numéricos , Taxa de Sobrevida , Neoplasias Testiculares/etnologia , Neoplasias Testiculares/patologia
4.
Int J Cardiol ; 249: 313-318, 2017 Dec 15.
Artigo em Inglês | MEDLINE | ID: mdl-29121732

RESUMO

AIMS: LIVE:LIFE is a multi-centre, open-label, prospective observational cohort study assessing health-related quality of life (HRQoL) in older patients with chronic heart failure (CHF) following initiation of ivabradine. The primary endpoint is change in Minnesota Living with Heart Failure Questionnaire (MLWHFQ) total score after 6months. METHODS AND RESULTS: Consenting patients aged ≥70years with CHF, in whom ivabradine was initiated within its licensed indication, were enrolled. Demographic, clinical and HRQoL (MLWHFQ, SF-12) data were collected at baseline (V1), 2 (V2) and 6months (V3). Over 14months, 240 patients were recruited from 44 UK centres. Ninety-nine (41%) were female and 28% aged ≥80years. Aetiology was ischaemic in 152 (63%) and 59% had been diagnosed with CHF for ≤2yrs. 52% of patients were New York Heart Association (NYHA) Class III and 57% had left ventricular ejection fraction <35%. 57% received beta-blockers. Patients had multiple comorbidities (144 (60%) hypertension, 105 (44%) asthma/COPD, 80 (33%) diabetes) and were prescribed a mean of 9±3 daily medications. Resting heart rate was 83bpm at baseline and fell 13bpm by V3. In patients completing both visits (n=187), comparing V3 to baseline: MLWHFQ total score improved by 9 points (p<0.0001, 95% CI: 7-12); 30% of patients improved ≥1 NYHA class and global assessment improved from patient (59%) and physician (60%) perspectives. 88% of patients completing V3 were still taking ivabradine. CONCLUSIONS: These contemporary prospective UK data demonstrate improvements in HRQoL and functional status with ivabradine therapy in typical older CHF patients. Despite comorbidities and polypharmacy, ivabradine was well tolerated.


Assuntos
Benzazepinas/uso terapêutico , Fármacos Cardiovasculares/uso terapêutico , Insuficiência Cardíaca/tratamento farmacológico , Insuficiência Cardíaca/epidemiologia , Qualidade de Vida , Idoso , Idoso de 80 Anos ou mais , Estudos de Coortes , Feminino , Seguimentos , Insuficiência Cardíaca/psicologia , Humanos , Ivabradina , Masculino , Estudos Prospectivos , Qualidade de Vida/psicologia , Inquéritos e Questionários , Resultado do Tratamento , Reino Unido/epidemiologia
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