Machine learning analysis of the orbitofrontal cortex transcriptome of human opioid users identifies Shisa7 as a translational target relevant for heroin-seeking leveraging a male rat model.

Background: Identifying neurobiological targets predictive of the molecular neuropathophysiological signature of human opioid use disorder (OUD) could expedite new treatments. OUD is characterized by dysregulated cognition and goal-directed behavior mediated by the orbitofrontal cortex (OFC), and next-generation sequencing could provide insights regarding novel targets.

Methods: Here, we used machine learning to evaluate human post-mortem OFC RNA-sequencing datasets from heroin-users and controls to identify transcripts predictive of heroin use.

An analysis of RNA quality metrics in human brain tissue.

Human brain tissue studies have used a range of metrics to assess RNA quality but there are few large-scale cross-comparisons of presequencing quality metrics with RNA-seq quality. We analyzed how postmortem interval (PMI) and RNA integrity number (RIN) before RNA-seq relate to RNA quality after sequencing (percent of counts in top 10 genes [PTT], 5' bias, and 3' bias), and with individual gene counts across the transcriptome. We analyzed 4 human cerebrocortical tissue sets (1 surgical, 3 autopsy), sequenced with varying protocols.

Residues of dry cow antimicrobials in colostrum and extended-spectrum and AmpC β-lactamaseproducing Escherichia coli in feces from young dairy calves.

The duration of excretion of dry cow antimicrobials is hard to predict and therefore the level of antimicrobial residues in colostrum can differ considerably between cows. The feeding of colostrum with antimicrobial residues to newborn calves may lead to antimicrobial resistance in calves. The aim of this study was to quantify the prevalence and residue level of dry cow antimicrobials in colostrum from dairy cows.

The importance of microbiology reference laboratories and adequate funding for infectious disease surveillance.

Microbiology reference laboratories perform a crucial role within public health systems. This role was especially evident during the COVID-19 pandemic. In this Viewpoint, we emphasise the importance of microbiology reference laboratories and highlight the types of digital data and expertise they provide, which benefit national and international public health.

Validation and repeatability assessment of the Chinese version of the Ocular Surface Disease Index (OSDI), 5-item dry eye (DEQ-5), and contact lens dry eye questionnaire-8 (CLDEQ-8) questionnaires.

Purpose: This prospective study aimed to validate the translated Chinese versions of the Ocular Surface Disease Index (OSDI), 5-Item Dry Eye (DEQ-5), and Contact Lens Dry Eye Questionnaire-8 (CLDEQ-8) questionnaires and test their repeatability.

Methods: From August 2022 to July 2023, online (qualtrics.com) English and Chinese versions of OSDI, DEQ-5, and CLDEQ-8 questionnaires were distributed to residents of Hong Kong, mainland China, Taiwan, and Singapore ≥ 18 years old who could understand both written Chinese and English.