23 research outputs found

    Retrospective evaluation of whole exome and genome mutation calls in 746 cancer samples

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    Funder: NCI U24CA211006Abstract: The Cancer Genome Atlas (TCGA) and International Cancer Genome Consortium (ICGC) curated consensus somatic mutation calls using whole exome sequencing (WES) and whole genome sequencing (WGS), respectively. Here, as part of the ICGC/TCGA Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium, which aggregated whole genome sequencing data from 2,658 cancers across 38 tumour types, we compare WES and WGS side-by-side from 746 TCGA samples, finding that ~80% of mutations overlap in covered exonic regions. We estimate that low variant allele fraction (VAF < 15%) and clonal heterogeneity contribute up to 68% of private WGS mutations and 71% of private WES mutations. We observe that ~30% of private WGS mutations trace to mutations identified by a single variant caller in WES consensus efforts. WGS captures both ~50% more variation in exonic regions and un-observed mutations in loci with variable GC-content. Together, our analysis highlights technological divergences between two reproducible somatic variant detection efforts

    Implementation Documentation and Process Assessment of the PharmNet Intervention: Observational Report

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    BackgroundThe number of overdose deaths in the United States involving opioids continues to exceed 100,000 per year. This has precipitated ongoing declarations of a public health emergency. Harm reduction approaches, such as promoting awareness of, ensuring access to, and fostering willingness to use naloxone to reverse opioid overdose, are a key component of a larger national strategy to address the crisis. In addition, overdose reversal with naloxone directly and immediately saves lives. Because of pharmacies’ ubiquity and pharmacists’ extensive clinical training, community pharmacies are well-positioned, in principle, to facilitate naloxone access and education. ObjectiveIn 2022, a single-site pilot study of PharmNet, a community pharmacy intervention incorporating naloxone distribution, awareness building, and referral, showed promising outcomes for both naloxone and resource distribution in the community. As a next step, this study was intended to be a pilot randomized controlled trial of PharmNet in 7 pharmacies. However, due to circumstances outside of the study team’s control, data collection was unable to be fully completed as planned. In keeping with open research standards, we transparently report all available data from the study and discuss trial barriers and processes. We do so both to provide insights that may inform similar studies and to avoid the “file-drawer” (publication bias) problem, which can skew the aggregated scholarly literature through nonpublication of registered trial results or selective publication of findings affirming authors’ hypotheses. MethodsThis paper reports an in-depth implementation study assessment, provides the available observational data, and discusses implementation considerations for similar studies in independent (eg, nonchain) community pharmacies. ResultsRetrospective assessment of study outcomes and fidelity data provided for robust discussion around how resource differences in independent community pharmacies (vs well-resourced chain pharmacies), as well as high demands on staff, can affect intervention implementation, even when leadership is highly supportive. ConclusionsCommunity pharmacies, particularly independent community pharmacies, may require more support than anticipated to be successful when implementing a new intervention into practice, even if it might affect estimates of real-world effectiveness. Further implementation science research is needed specific to independent community pharmacies. All study elements are outlined in the International Registered Report Identifier (IRRID) PRR1-10.2196/42373. Although this paper reports results associated with that registration, results and conclusions should not be given the weight assigned to findings from a preregistered study. International Registered Report Identifier (IRRID)RR2-10.2196/4237

    Relationship Between Substance Use and the Onset of Spinal Cord Injuries: A Medical Chart Review

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    Background: Opioid misuse is a leading health care concern within the United States. In many cases, opioid misuse and opioid use disorder are associated with pain, a secondary health condition affecting individuals with spinal cord injury (SCI). Further, substance use is a known risk factor for SCI, resulting in the potential for a substance-related risk trajectory running from pre- to post-SCI. However, little research has examined substance use prior to SCI since the opioid epidemic began, and so the relative risk of opioids to patients with SCI is unclear. Objective: To determine whether individuals with SCI tested positive for substance use at the time of injury and identify the primary substances used at the time of injury. Methods: This study retrospectively reviewed all medical charts of individuals ages 18 and older who had sustained an SCI during an identified 18-month period and received medical care at a selected level 1 trauma center in the Midwest. Results: Data revealed an 80% combined positive toxicology and/or self-report of substance use immediately prior to the onset of the SCI. Twenty-five percent of males were positive for more than one substance at time of injury. Substances used prior to injury, listed most to least prevalent, were opioids (37.5%), alcohol (25%), marijuana (25%), methamphetamines (12.5%), benzodiazepines (12.5%), followed by cocaine (6.25%) and synthetic cathinone (6.25%). Conclusion: Although opioids were the most common substance used prior to SCI, none of the individuals positive for opioids at the time of injury were identified by the reviewing medical professional as having pain as a secondary health condition either prior to or after injury. However, pain is commonly listed as the primary health concern among individuals living with SCI, and the possibility of opioid use prior to injury likely warrants pain management planning that includes careful pharmacological and nonpharmacological interventions
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