NCL Data2026 · Computed tomography
Body donor dataset for mimic muscles<h3 dir="ltr">Analysed datasets on body donors (#01–#14)</h3><p dir="ltr">The analyses are based on imaging datasets from fourteen body donors (#01–#14), including MRI- and CT-derived segmentation masks, anatomical markers, and quantitative measurements. The original data can be requested for scientific purposes but are not freely accessible due to data protection and ethical requirements related
ZivaHub + Deakin Research Online + DMU Figshare + HKU DataHub + Swinburne Figshare + DaYta Ya Rona + SUNScholarData + figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
<b>Supplementary datasets for: </b><b>BdCDPK5 is an essential regulator of </b><b><i>Babesia divergens</i></b><b> intraerythrocytic progression</b><p dir="ltr">Consensus sequences of the four <i>bdcdpk</i> genes and detailed maps of the episomal and knockout plasmids.</p>
ZivaHub + Deakin Research Online + DMU Figshare2026 · dataset · unknown
Systems medicine approaches to cancer drug resistance and response, towards new clinical toolsSystems biology is a useful approach to modelling complex biological interactions, by using networks to visualise mechanisms controlling disease progression, treatment resistance, or different cancer stages. Cellular biology is very modular, with groups of genes forming pathways. Network analysis to identify clusters is one method to determine the active pathways in each biological state. Prostate
ZivaHub + Deakin Research Online + DMU Figshare2026 · Crystal structure
<p>Multi-start FAMoS searches solve the Blasi et al. (2016) model selection problem.</p><p><b>(a)</b> An initial model, visualized as in <a href="http://www.ploscompbiol.org/article/info:doi/10.1371/journal.pcbi.1014774#pcbi.1014774.g003" target="_blank">Fig 3a</a>, that was used to initialize one of the FAMoS searches. This is the initial model that was used later to assess reproducibility with all calibration tools. <b>(b)</b> The sizes of models before and after model selection. T
ZivaHub + Deakin Research Online2026 · dataset
ChemODE: A Physics-Informed Neural Surrogate for Robust Pharmacokinetics and Biochemical DynamicsThe automated discovery of governing kinetic laws from observational data is a critical challenge in systems biology, pharmacology, and chemical engineering. In these experimental domains, data-driven mechanism discovery is complicated by sparse sampling, measurement noise (e.g., blood assays), and the prevalence of nonlinear saturation limits (Michaelis-Menten kinetics). Existing symbolic regress
ZivaHub + Deakin Research Online + DMU Figshare2026 · Crystal structure
<p>Model selection workflow with PEtab Select.</p><p>(1) The user defines the model selection <b>problem</b>, including the model space and the mathematical description of the set of possible process components, in the <b>standard</b>. (2) The user runs model selection via a <b>calibration tool</b> by sending the PEtab Select problem to the PEtab Select <b>package</b>, which initiates iterations of model selection. (2a) The package provides model
ZivaHub + Deakin Research Online + DMU Figshare2026 · Crystal structure
<p>Reproducibility of model selection across calibration tools.</p><p>Local search methods are the forward (), backward (), and lateral () methods. All calibration tools reproduced the same criterion value in each iteration, within 0.01 AICc. The only difference between tools in each iteration is in the change in selected parameters. is the <i>i</i>th motif-specific parameter; see the Zenodo repository for details.</p>
ZivaHub + Deakin Research Online + DMU Figshare2026 · Crystal structure
<p>Example model space.</p><p><b>(a)</b> The model space table encodes model subspaces as rows. Each model subspace has an ID and an associated superset PEtab problem, which includes the mathematical model. This superset problem is customized into single models according to the remaining columns, which contain semicolon-delimited lists of values that parameters (column headers) can take in the subspace. The next subfigures
ZivaHub + Deakin Research Online + DMU Figshare2026 · Crystal structure
<p>The Blasi et al. (2016) [13] model selection problem in PEtab Select.</p><p><b>(a)</b> The reaction network for the published best model, represented as a graph similarly to <a href="http://www.ploscompbiol.org/article/info:doi/10.1371/journal.pcbi.1014774#pcbi.1014774.g002" target="_blank">Figs 2b</a>-<a href="http://www.ploscompbiol.org/article/info:doi/10.1371/journal.pcbi.1014774#pcbi.1014774.g002" target="_blank">2c</a>’. The histone chemical species can undergo a
ZivaHub2026 · dataset
Supporting Information for 'Modelling the adoption of Integrated Pest Management: Informing policy approaches to pesticide-reduction targets'Supporting Information.pdf
ZivaHub + HKU DataHub + figshare + Loughborough Research Repository + UP Research Data Repository2026 · Astronomical catalogue
R code used for analysis from Domestic horse responses to bones and skulls: experimental perspectives on non-human concepts of deathSkulls_analysis.R
ZivaHub + HKU DataHub + figshare + Loughborough Research Repository + UP Research Data Repository2026 · Astronomical catalogue
Raw data file from Domestic horse responses to bones and skulls: experimental perspectives on non-human concepts of deathRaw_Data.xlsx
ZivaHub2026 · dataset
Supplementary Material from The six capacities of responsible autonomy: naturalizing free will in biological and artificial systems20260131 Free Will Supplementary Material.docx
ZivaHub2026 · dataset
Hemistasia phaeocysticola<p dir="ltr"><b><i>Hemistasia phaeocysticola</i></b> is a single-celled organism that preys on diatoms and dinoflagellates. It belongs to the diplonemid group, a clade related to the kinetoplastids (<i>Trypanosoma </i>and other related organisms). Being closely related, <i>H. phaeocysticola </i>also has a tentative, large, reticulated mitochondria, but with several kDNA clumps acting as kinetoplas
figshare + Loughborough Research Repository2026 · Astronomical catalogue
Supplementary tables from Traumatic brain injury induces cell-type-specific remodelling of the proteostasis networkRSTB-2025-0264_new_Supplementary Tables.xlsx
figshare + Loughborough Research Repository2026 · Astronomical catalogue
The processed data used in this study are available at figshare.com<p dir="ltr"><b>Evaluation of SLCO5A1, mir 218 5p, and PILRB as novel biomarkers for the diagnosis of multiple sclerosis using systems biology and real-time PCR </b></p><p dir="ltr"><b>Abstract </b></p><p dir="ltr">Introduction: Multiple sclerosis (MS) is a chronic inflammatory demyelinating disease of the central nervous system that involves complex molecular and genetic mechanisms. This study, a
figshare + Loughborough Research Repository2026 · Astronomical catalogue
Dataset for 'Refining cardiac pressure-volume metrics using real-time aortic flowmetry improves data accuracy and reduces animal burden in rat studies' [Lab Animal]<p dir="ltr">Intraventricular pressure-volume (PV) catheters are a powerful tool for in vivo assessment of cardiac function, unique in their ability to provide instantaneous PV data and therefore load-independent indices of systolic and diastolic function. Thus, they can provide critical insights to basic, preclinical and clinical cardiology studies. However, the accuracy of PV indices is prone to
figshare2026 · Astronomical catalogue
Thesis: Supplementary Datasets and Resources<p dir="ltr">This repository contains the supplementary datasets generated during a doctoral research project investigating schistosome adhesion and lipid acquisition networks through comparative genomics, orthology analysis, domain architecture profiling, phylogenetics, and network-based target prioritisation. The collection includes curated protein catalogues, orthogroup assignments, phylogeneti
figshare2026 · Astronomical catalogue
Data Sheet 1_The causal integration ladder: a multilevel evidence framework for therapeutic target evaluation in cervical cancer.docx<p>Cervical-cancer genomic studies nominate many altered genes, but the evidence needed to distinguish disease association from a causal, therapeutically tractable mechanism is rarely stated explicitly. We present the Causal Integration Ladder (CIL), an evidence-accounting framework that distinguishes Level I association, inherited Level II-G evidence, acquired Level II-S evidence, Level III compu
figshare2026 · Astronomical catalogue
Supplementary Table 1: Epithelial function of the circadian clock gene, <i>Bmal1</i> in regulating the mucosa<p dir="ltr">Supplementary Table 1. Statistical analyses for <i>Epithelial function of the circadian clock gene, Bmal1, in regulating the mucosa. </i>Statistical details for all figures, with details of all tests used, exact sample sizes and results.</p>
figshare2026 · Astronomical catalogue
Source Data: Epithelial function of the circadian clock gene, <i>Bmal1</i> in regulating the mucosa<p dir="ltr">This includes source data for the paper Epithelial function of the circadian clock gene, <i>Bmal1</i> in regulating the mucosa.</p>
figshare2026 · Astronomical catalogue
Transcriptional memory: prediction and identifiability — analysis release<p dir="ltr">Analysis code, retained inputs, derived measurements and numerical outputs accompanying the study</p><p dir="ltr">"Calibrated interventions, not residual expression, identify signaling-independent transcriptional</p><p dir="ltr">memory" (Yu, Desterke & Mata-Garrido).</p><p><br></p><p dir="ltr">The study separates two questions that the transcriptional-memory and trained-immunity liter
figshare2026 · Astronomical catalogue
Serum Osteocalcin Is Associated with Scintigraphic Abnormalities in Lame and Clinically Sound Racehorses<p dir="ltr">This dataset contains the de-identified research data supporting the findings reported in the manuscript <b>“Serum Osteocalcin Is Associated with Scintigraphic Abnormalities in Lame and Clinically Sound Racehorses”</b>, published in the <i>Equine Veterinary Journal</i>.</p><p dir="ltr">The study investigated associations between serum biomarkers of bone turnover, including osteocalcin
figshare2026 · Astronomical catalogue · unknown
Table S20 from Integrated Genomic and Epigenomic Analysis Reveals Epigenetic Plasticity in Disease Progression and Multidrug Resistance in Multiple Myeloma<p>Essential genes in MM cell lines.</p>
figshare2026 · Astronomical catalogue · unknown
Table S8 from Integrated Genomic and Epigenomic Analysis Reveals Epigenetic Plasticity in Disease Progression and Multidrug Resistance in Multiple Myeloma<p>GSEA for Cancer Hallmarks and KEGG Pathways.</p>