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DeepEGFR a graph neural network for bioactivity classification of EGFR inhibitorsEpidermal Growth Factor Receptor (EGFR) plays a critical role in the development of several cancers. Thus, modulation/inhibition of EGFR activity is an appealing target of developing novel cancer therapeutics.
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A randomised trial of a trauma-informed well-being program to promote mental health in adolescents with type 1 diabetes: Study protocolChildren and young people with type 1 diabetes (T1D) experience high rates of mental ill health and stress due to the emotional and cognitive energy required to manage their condition. Our team has codesigned Wellbeing T1D, a brief trauma-informed online intervention for adolescents living with T1D. This 5-week intervention will teach skills to promote problem solving, improve emotional regulation and promote helpful thinking and coping.
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Children arriving hungry in the first year of school: population trends in Australia from 2009 to 2021Access to adequate nutrition is a human right. In 2023, 23% of Australian households were severely food insecure, reducing food intake, skipping meals or days of eating. Food insecurity in early childhood is linked to poor health and development. Specifically, breakfast provides children with the necessary nutrients required for sustained attention, memory, and cognitive growth. Australian research has reported that one in three children aged 8–18 years regularly skip breakfast. However, there is little understanding of the prevalence of food insecurity among young children in Australia.
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Facilitators, barriers, and strategies for supporting shared decision-making with people with intellectual disability: A West Australian primary healthcare professional perspectiveShared decision-making between patients and primary healthcare professionals positively impacts health outcomes. However, people with intellectual disability face additional barriers and require supported shared decision-making (SSDM) to participate. Little is known about how healthcare professionals use SSDM with this population. This paper explores the facilitators and barriers experienced, and strategies/resources employed by healthcare professionals working with people with intellectual disability.
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COVID-19 Vaccine Uptake, Sources of Information and Side Effects Reported by Pregnant Women in Western Australia: Cross-Sectional Cohort SurveyPregnant women are a priority group for COVID-19 vaccination due to their vulnerability as a high-risk cohort. However, the currentCOVID-19 vaccine uptake rate for COVID-19 vaccination among pregnant women in Western Australia remains largely unknown.
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Performance characteristics and potential public health impact of improved pre-erythrocytic malaria vaccines targeting childhood burdenNew malaria vaccine development builds on groundbreaking recommendations and roll-out of two approved pre-erythrocytic vaccines (PEVs); RTS,S/AS01 and R21/Matrix-M. Whilst these vaccines are effective in reducing childhood malaria within yearly routine immunization programs or seasonal vaccination, there is little evidence on how different PEV efficacies, durations of protection, and spacing between doses influence the potential to avert uncomplicated and severe childhood malaria.
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Confident and Trustworthy Model for Fidgety Movement ClassificationGeneral movements (GMs) are part of the spontaneous movement repertoire and are present from early fetal life onwards up to age five months. GMs are connected to infants' neurological development and can be qualitatively assessed via the General Movement Assessment. In particular, between the age of three to five months, typically developing infants produce fidgety movements and their absence provides strong evidence for the presence of cerebral palsy.
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Extreme weather events, home damage, and the eroding locus of controlThe catastrophic consequences of natural disasters on social and economic systems are extensively documented, yet their influence on individuals' sense of control over their life outcomes remains unexplored. This study pioneers an investigation into the causal effects of natural disaster-related home damage on the locus of control.
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Perspectives on the origin and therapeutic opportunities in Down syndrome-associated leukemiaIt is now well accepted that germline or de novo genetic alterations predispose to cancer development, especially during childhood. Among them, constitutive trisomy 21, also known as Down syndrome (DS), has been shown to predispose to acute leukemia affecting both the myeloid (ML-DS) and lymphoid (DS-ALL) lineages. ML-DS is associated with a good prognosis compared to children without DS, due in part to a higher sensitivity to conventional chemotherapy.
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High Expression of NTRK1 in ETV6::RUNX1 Positive Acute Lymphoblastic Leukaemia Drives Factor Independence and Sensitivity to LarotrectinibETV6::RUNX1 is one of the most common recurrent genomic abnormalities in acute lymphoblastic leukaemia (ALL) and is associated with a good prognosis. High expression of NTRK1, encoding tropomyosin receptor kinase A (TrkA), confers a poor prognosis in other malignancies and may contribute to therapy resistance in patients with ETV6::RUNX1 B-ALL.