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1.
Clin Gastroenterol Hepatol ; 21(7): 1802-1809.e6, 2023 07.
Artículo en Inglés | MEDLINE | ID: mdl-36967102

RESUMEN

BACKGROUND & AIMS: Early detection of pancreatic cancer (PaC) can drastically improve survival rates. Approximately 25% of subjects with PaC have type 2 diabetes diagnosed within 3 years prior to the PaC diagnosis, suggesting that subjects with type 2 diabetes are at high risk of occult PaC. We have developed an early-detection PaC test, based on changes in 5-hydroxymethylcytosine (5hmC) signals in cell-free DNA from plasma. METHODS: Blood was collected from 132 subjects with PaC and 528 noncancer subjects to generate epigenomic and genomic feature sets yielding a predictive PaC signal algorithm. The algorithm was validated in a blinded cohort composed of 102 subjects with PaC, 2048 noncancer subjects, and 1524 subjects with non-PaCs. RESULTS: 5hmC differential profiling and additional genomic features enabled the development of a machine learning algorithm capable of distinguishing subjects with PaC from noncancer subjects with high specificity and sensitivity. The algorithm was validated with a sensitivity for early-stage (stage I/II) PaC of 68.3% (95% confidence interval [CI], 51.9%-81.9%) and an overall specificity of 96.9% (95% CI, 96.1%-97.7%). CONCLUSIONS: The PaC detection test showed robust early-stage detection of PaC signal in the studied cohorts with varying type 2 diabetes status. This assay merits further clinical validation for the early detection of PaC in high-risk individuals.


Asunto(s)
Ácidos Nucleicos Libres de Células , Diabetes Mellitus Tipo 2 , Neoplasias Pancreáticas , Humanos , Diabetes Mellitus Tipo 2/diagnóstico , Epigenómica , Detección Precoz del Cáncer , Neoplasias Pancreáticas/diagnóstico , Neoplasias Pancreáticas/genética
2.
J Neurotrauma ; 37(12): 1452-1462, 2020 06 15.
Artículo en Inglés | MEDLINE | ID: mdl-27733104

RESUMEN

Mild traumatic brain injury results in aberrant free radical generation, which is associated with oxidative stress, secondary injury signaling cascades, mitochondrial dysfunction, and poor functional outcome. Pharmacological targeting of free radicals with antioxidants has been examined as an approach to treatment, but has met with limited success in clinical trials. Conventional antioxidants that are currently available scavenge a single free radical before they are destroyed in the process. Here, we report for the first time that a novel regenerative cerium oxide nanoparticle antioxidant reduces neuronal death and calcium dysregulation after in vitro trauma. Further, using an in vivo model of mild lateral fluid percussion brain injury in the rat, we report that cerium oxide nanoparticles also preserve endogenous antioxidant systems, decrease macromolecular free radical damage, and improve cognitive function. Taken together, our results demonstrate that cerium oxide nanoparticles are a novel nanopharmaceutical with potential for mitigating neuropathological effects of mild traumatic brain injury and modifying the course of recovery.


Asunto(s)
Conmoción Encefálica/tratamiento farmacológico , Conmoción Encefálica/patología , Cerio/administración & dosificación , Nanopartículas/administración & dosificación , Animales , Animales Recién Nacidos , Conmoción Encefálica/metabolismo , Señalización del Calcio/efectos de los fármacos , Señalización del Calcio/fisiología , Células Cultivadas , Técnicas In Vitro , Masculino , Neuronas/efectos de los fármacos , Neuronas/metabolismo , Neuronas/patología , Estrés Oxidativo/efectos de los fármacos , Estrés Oxidativo/fisiología , Ratas , Ratas Sprague-Dawley , Resultado del Tratamiento
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