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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 landscape of genomic structural variation in Indigenous AustraliansIndigenous Australians harbour rich and unique genomic diversity. However, Aboriginal and Torres Strait Islander ancestries are historically under-represented in genomics research and almost completely missing from reference datasets. Addressing this representation gap is critical, both to advance our understanding of global human genomic diversity and as a prerequisite for ensuring equitable outcomes in genomic medicine.
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A scoping review of trans and gender diverse children and adolescents’ experiences of physical activity, sport, and exercise participationThis study investigated the potential of using SARS-CoV-2 viral Increasing young people's physical activity, along with their motivation and confidence to be active, is widely advocated for supporting desirable health outcomes. Trans and gender diverse (henceforth; trans) young people experience significant physical activity-related barriers compared to cisgender (i.e., an individual for whom gender identity and sex presumed at birth are in alignment) peers.
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Prospects for the future: supporting the elimination of rheumatic heart disease – a National Heart, Lung, and Blood Institute Workshop ProceedingsJonathan Carapetis AM AM MBBS FRACP FAFPHM PhD FAHMS Executive Director; Co-Head, Strep A Translation; Co-Founder of REACH 08 6319 1000 contact@
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Expert survey: safer research with parent survivors of child maltreatmentIntergenerational trauma research typically focuses on parent survivors. No specific guidelines are available for conducting research with parent survivors despite potentially unique risks. To investigate research safety with parent survivors, we conducted an online survey of 38 researchers regarding experiences of parent survivors in their research, precautions taken, ethical review experiences, and researchers’ mental health during the project(s).
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Down syndrome and leukemia: from basic mechanisms to clinical advancesChildren with Down syndrome (DS, trisomy 21) are at a significantly higher risk of developing acute leukemia compared to the overall population. Many studies investigating the link between trisomy 21 and leukemia initiation and progression have been conducted over the last two decades.
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Celebrating 100 years of Immunology & Cell Biology – a special focus on the field of tumor immunology in AustraliaIn this Commentary article, as part of the 100-year celebrations of the journal, we reflect on the contribution of articles published in ICB in the field of tumor immunology. A highlight is a series of interviews conducted with three Australian-based ICB authors who have contributed key papers over the years: Rajiv Khanna, Delia Nelson and Ian Frazer.
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Fetal alcohol spectrum disorder and Aboriginal and Torres Strait Islander men: A discussion to be hadFetal alcohol spectrum disorder (FASD) is a lifelong disability of varying severity that occurs among individuals prenatally exposed to alcohol. Among Aboriginal and Torres Strait Islander (Indigenous) Australians, the effects of colonisation and ongoing racism could increase the risk of alcohol consumption during pregnancy.