RESUMO
DNA methylation (DNAm) is commonly assayed using the Illumina Infinium MethylationEPIC BeadChip, but there is currently little published evidence to define the lower limits of the amount of DNA that can be used whilst preserving data quality. Such evidence is valuable for analyses utilizing precious or limited DNA sources. We used a single pooled sample of DNA in quadruplicate at three dilutions to define replicability and noise, and an independent population dataset of 328 individuals (from a community-based study including US-born non-Hispanic Black and white persons) to assess the impact of total DNA input on the quality of data generated using the Illumina Infinium MethylationEPIC BeadChip. We found that data are less reliable and more noisy as DNA input decreases to 40ng, with clear reductions in data quality; and that low DNA input is associated with a reduction in power to detect EWAS associations, requiring larger sample sizes. We conclude that DNA input as low as 40ng can be used with the Illumina Infinium MethylationEPIC BeadChip, provided quality checks and sensitivity analyses are undertaken.
Assuntos
Metilação de DNA , DNA , Humanos , Ilhas de CpG , Análise de Sequência com Séries de Oligonucleotídeos , Reprodutibilidade dos Testes , DNA/genéticaRESUMO
In 2000, the first biphasic modified-release (MR) formulation of methylphenidate (MPH) was approved for the treatment of attention-deficit/hyperactivity disorder (ADHD). An immediate-release (IR) MPH pulse (22% of the dose) facilitates rapid onset of stimulant action, while the remaining MR portion of the dose provides for day-long duration of efficacy. A wide array of oral MR-MPH products has subsequently been approved that also allows for once-daily dosing, though each product is characterized by distinctive exposure time courses. This review compares each member of the current MPH armamentarium to assist in the rational selection of a specific MPH regimen for the individualized treatment of patients with ADHD. The IR portion of biphasic MPH formulations now ranges from 15%, 20%, 22%, 25%, 30%, and 37% IR-MPH, as well as a 50% IR-MPH product whose distinctly pulsatile time course closely resembles that of the pre-century "gold standard" twice-daily IR-MPH regimen. Further, transdermal, suspension, and orally disintegrating tablet products are now available to overcome any solid dosage form swallowing difficulties. Most of these formulations are racemic, though in 2001, a chiral switch drug IR-dexmethylphenidate (dexMPH) was approved, followed by biphasic MR-dexMPH (50% IR) in 2005. New U.S. Food and Drug Administration (FDA) partial area under the curve (pAUC) bioavailability metrics have improved discrimination between specific generic MR-MPH products. This has resulted in two Orange Book MR-MPH products being recoded from "AB" (i.e., meets necessary bioequivalence requirements) to "BX" (i.e., insufficient data to confirm bioequivalence). The metabolic drug interaction between MPH and alcohol, which increases MPH bioavailability, potentiates euphoric effects, and heightens abuse liability, is discussed. This review concludes with brief considerations of pharmacogenomic predictors of ADHD first-line drug selection, carboxylesterase allelic variants influencing interindividual MPH metabolism, and novel MPH formulations in the regulatory pipeline.