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Gene filtering strategies for machine learning guided biomarker discovery using neonatal sepsis RNA-seq dataMachine learning (ML) algorithms are powerful tools that are increasingly being used for sepsis biomarker discovery in RNA-Seq data. RNA-Seq datasets contain multiple sources and types of noise (operator, technical and non-systematic) that may bias ML classification. Normalisation and independent gene filtering approaches described in RNA-Seq workflows account for some of this variability and are typically only targeted at differential expression analysis rather than ML applications.
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Western Australia remote aeromedical substance use disorders outcomesSubstance use disorders (SUDs) cause significant harm to regional Australians, who are more likely to misuse alcohol and other drugs (AODs) and encounter difficulty in accessing treatment services. The primary aims of this study were to describe the demographics of patients aeromedically retrieved from regional locations and compare hospital outcomes with a metropolitan-based cohort.
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Phase 3 Trial of Epicutaneous Immunotherapy in Toddlers with Peanut AllergyNo approved treatment for peanut allergy exists for children younger than 4 years of age, and the efficacy and safety of epicutaneous immunotherapy with a peanut patch in toddlers with peanut allergy are unknown.
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The Nutritional Quality of Kids’ Menus from Cafés and Restaurants: An Australian Cross‐Sectional StudyAustralian families increasingly rely on eating foods from outside the home, which in-creases intake of energy‐dense nutrient‐poor foods. ‘Kids’ Menus’ are designed to appeal to families and typically lack healthy options. However, the nutritional quality of Kids’ Menus from cafes and full‐service restaurants (as opposed to fast‐food outlets) has not been investigated in Australia. The aim of this study was to evaluate the nutritional quality of Kids’ Menus in restaurants and cafés in metropolitan Perth, Western Australia.
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Comprehensive Testing of Chemotherapy and Immune Checkpoint Blockade in Preclinical Cancer Models Identifies Additive CombinationsAntibodies that target immune checkpoints such as cytotoxic T lymphocyte antigen 4 (CTLA‐4) and the programmed cell death protein 1/ligand 1 (PD-1/PD-L1) are now a treatment option for multiple cancer types. However, as a monotherapy, objective responses only occur in a minority of patients. Chemotherapy is widely used in combination with immune checkpoint blockade (ICB). Although a variety of isolated immunostimulatory effects have been reported for several classes of chemotherapeutics, it is unclear which chemotherapeutics provide the most benefit when combined with ICB.
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The Social and Emotional Well-being of Indigenous Peoples Living With Diabetes: A Systematic Review ProtocolGlobally, Indigenous people have a greater incidence and earlier onset of diabetes than the general population and have higher documented rates of emotional distress and mental illness. This systematic review will provide a synthesis and critical appraisal of the evidence focused on the social and emotional well-being of Indigenous peoples living with diabetes, including prevalence, impact, moderators, and the efficacy of interventions.
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Cancer chemotherapy: insights into cellular and tumor microenvironmental mechanisms of actionChemotherapy has historically been the mainstay of cancer treatment, but our understanding of what drives a successful therapeutic response remains limited.
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Spotting sporotrichosis skin infection: The first Australian paediatric case seriesThese data highlight the importance of recognising Sporotrichosis in children outside an outbreak setting
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Lessons learned in genetic research with Indigenous Australian participantsWe reflect on the lessons learned from a recent genome‐wide association study of rheumatic heart disease with Aboriginal Australian participants
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Oestrogen amplifies pre-existing atopy-associated Th2 bias in an experimental asthma modelThe role of oestrogen in experimental atopic asthma, and guide future research on sex-related variations in atopic asthma susceptibility/intensity