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on. Understanding how future COVID-19 spikes/waves could possibly affect the regional populations empowers us to ensure the timely commissioning and organization of services. The flexibility of timings in the model, in combination with other early-warning systems, produces a time frame for these services to prepare and isolate capacity for likely and potential demand within regional hospitals. The model also allows local authorities to plan potential mortuary capacity and understand the burden on crematoria and burial services. The model algorithms have been integrated into a web-based multi-institutional toolkit, which can be used by NHS hospitals, local authorities and public health departments in other regions of the UK and elsewhere. The parameters, which are locally informed, form the basis of predicting and forecasting exercises accounting for different scenarios and impacts of COVID-19 transmission.About one quarter of the euchromatic portion of the male-specific region of the human Y chromosome consists of large duplicated sequences organized in eight palindromes (termed P1-P8), which undergo arm-to arm gene conversion, a proposed mechanism for maintaining their sequence integrity. Idelalisib mouse Although the relevance of gene conversion in the evolution of palindromic sequences has been profoundly recognized, the dynamic of this mechanism is still nuanced. To shed light into the evolution of these genomic elements, we performed a high-depth (50×) targeted next generation sequencing of the palindrome P6 in 157 subjects belonging to the most divergent evolutionary lineages of the Y chromosome. We found 118 new paralogous sequence variants, which were placed into the context of a robust Y chromosome phylogeny based on 7240 SNPs of the X-degenerate region. We mapped along the phylogeny 80 gene conversion events that shaped the diversity of P6 arms during recent human history. In contrast to previous studies, we demonstrated that arm-to-arm gene conversion, which occurs at a rate of 6.01 × 10-6 conversions/base/year, is not biased towards the retention of the ancestral state of sequences. We also found a significantly lower mutation rate of the arms (6.18 × 10-10 mutations/base/year) compared to the spacer (9.16 × 10-10 mutations/base/year), a finding that may explain the observed higher inter-species conservation of arms, without invoking any bias of conversion. Finally, by formally testing the mutation/conversion balance in P6, we found that the arms of this palindrome reached a steady-state equilibrium between mutation and gene conversion.Most human protein-coding genes produce alternative polyadenylation (APA) isoforms that differ in 3' UTR size or, when coupled with splicing, have variable coding sequences. APA is an important layer of gene expression program critical for defining cell identity. Here, by using a catalytically dead Cas9 and coupling its target site with polyadenylation site (PAS), we develop a method, named CRISPRpas, to alter APA isoform abundance. CRISPRpas functions by enhancing proximal PAS usage, whose efficiency is influenced by several factors, including targeting strand of DNA, distance between PAS and target sequence and strength of the PAS. For intronic polyadenylation (IPA), splicing features, such as strengths of 5' splice site and 3' splice site, also affect CRISPRpas efficiency. We show modulation of APA of multiple endogenous genes, including IPA of PCF11, a master regulator of APA and gene expression. In sum, CRISPRpas offers a programmable tool for APA regulation that impacts gene expression.The collection of patient reported outcomes (PROs) allows us to incorporate the patient's voice within their care in a quantifiable, validated manner. Large scale collection of PROs is facilitated by the electronic health record (EHR) and its portal, though historically patients have eschewed the portal and completed patient reported outcome measures (PROMS) in clinic via tablet. Furthermore, access to and use of the portal is associated with known racial inequities. Our institution oversees the largest clinical PRO program in the world, and has a long history of racially equitable PRO completion rates via tablet. However, when the COVID-19 pandemic forced us to remove tablets from clinics and rely exclusively on portal use for PRO completion, profound racial disparities resulted immediately. Our experience quantifiably demonstrates the magnitude of inequity that the portal, in its current configuration, generates and serves as a cautionary tale to other health care systems and EHRs.

Electronic frailty indices (eFIs) are increasingly used to identify patients at risk for morbidity and mortality. Whether eFIs capture the spectrum of frailty change, including decline, stability, and improvement is unknown.

In a nationwide retrospective birth-cohort of US Veterans, a validated eFI, including 31 health deficits, was calculated annually using medical record and insurance claims data (2002-2012). K-means clustering was used to assign patients into frailty trajectories measured five years prior to death.

There were 214,250 Veterans born between 1927-1934 (mean (SD) age at death = 79.4 (2.8) years, 99.2% male, 90.3% white) with an annual eFI in the five years before death. Nine frailty trajectories were identified. Those starting at non-frail or pre-frail had two stable trajectories (non-frail to pre-frail, n=29,786 and stable pre-frail, n=28,499) and two rapidly increasing trajectories (pre-frail to moderately frail, n=28,244 and pre-frail to severely frail, n=22,596). Those who were mildlthe end of life.The mining industry is a demanding context for workplace health education due to a range of factors including productivity targets, workforce diversity and work roster schedules. This project investigated the impact of digital story health communication on worker engagement and its effect on interactive and critical health literacy indicators. The study comprised a quasi-experimental parallel time series research design, with control and intervention groups at each of the mine sites (n = 2). Workers in the intervention group (n = 85) received a 'toolbox talk' presentation incorporating a digital story featuring a mining industry worker and a leading cardiovascular health expert. The control group (n = 90) received equivalent health information communicated in a non-narrative manner, reflective of typical practices within the mining industry. A significantly greater effect was evident for worker engagement within the intervention group, with substantial maintenance over the follow-up period, compared with no significant effect at follow-up within the control group.

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