ZivaHub + Deakin Research Online + HKU DataHub + DaYta Ya Rona + figshare + Loughborough Research Repository + UP Research Data Repository2026 · Astronomical catalogue
<b>Engineering rice endosperm for ginsenoside Ro biosynthesis</b><p dir="ltr">Metabolic and proteomic data of engineered rice</p>
figshare + Loughborough Research Repository2026 · Astronomical catalogue
Lipidomics of human neutrophils during NET formation: PLD1-dependent phosphatidic acid and phosphoinositide remodelling<p dir="ltr">Quantitative shotgun lipidomics of primary human neutrophils, underlying Figures 1 and 2 and Supplementary Figures 1 and 4 of Albarghash et al., "Phospholipase D1 activates NAD kinase fuelling neutrophil extracellular trap formation".</p><p dir="ltr">Four files are included; all values are pmol per sample, quantified against lipid class-specific internal standards.</p><p dir="ltr">Sup
figshare + Loughborough Research Repository2026 · Astronomical catalogue
<b>Metabolomics data for GEM-iPfu 2,3-BDO strain (O'Quinn et al., 2026 & Vailionis et al., 2026)</b><p dir="ltr">This figshare item mirrors the processed metabolomics data files associated with the GEM-iPfu genome-scale metabolic model repository, supporting the manuscripts O'Quinn <i>et al. </i>(2026) and Vailionis <i>et al. </i>(2026). It is provided as a convenience download and manual backup for the corresponding files tracked with Git LFS in the primary GitHub/Zenodo release.</p><p dir="ltr
figshare + Loughborough Research Repository2026 · Astronomical catalogue
ITC curated entries in Inticom DB v2.0<p dir="ltr">This dataset contains 1,928 manually curated entries of experimentally supported inter-tissue communication events from 1,427 publications, encompassing protein-, RNA-, metabolite-, and extracellular vesicle (EV)-associated mediators, with standardized molecular information, source and target tissues, and supporting literature references.</p>
figshare + Loughborough Research Repository2026 · Astronomical catalogue
Supporting data for "Spatial and Temporal Adaptation in Cancer: From the Metastatic Niche to the Drug-Tolerant Persister State"<p dir="ltr"><b>Background</b></p><p dir="ltr">Cancer progression depends on the ability of malignant cells to adapt to changing tissue environments and therapeutic pressures. This thesis examined spatial adaptation during lymph node metastasis (LNM) in oral squamous cell carcinoma (OSCC) and temporal adaptation during the development of resistance to targeted therapy via a pan-cancer model.</p><p
figshare2026 · Astronomical catalogue
CODEX Data Human Hepatocellular carcinoma Molecular Subtypes<p dir="ltr">We utilized CO-Detection by indEXing (CODEX) technology to image a total of hepatocellular carcinoma (HCC) cells, analyzing them with a comprehensive 56-marker panel. In this procedure, DNA-barcoded antibodies targeted tissue antigens and were visualized through iterative hybridization with complementary fluorescent DNA oligonucleotides. Our algorithmic pipeline processed the raw imag
figshare2026 · Astronomical catalogue
Fatigue Study Metabolomics and Lipidomics Datasets<p dir="ltr">Metabolomics and lipidomics datasets for Fatigue Study manuscript</p><p dir="ltr">"fatigue_study_descriptive_dataset_9-17-26.csv": de-identified dataset of demographic and clinical variables</p><p dir="ltr">"metabolomics_rf_8-26-26.csv": metabolomics dataset</p><p dir="ltr">"lipid_pos_rf_8-26-26.csv": lipidomics dataset on positive ion channel</p><p dir="ltr">"lipid_neg_rf_8-26-26.csv
figshare2026 · Astronomical catalogue
The metatranscriptomic results of the manuscript titled "In high-latitude soda lakes, alkaliphilic cyanobacteria thrive during winter"<p dir="ltr">Table S1 PP TPKM: The gene expression data of Sodalinema in the photoperiod priming experiment.</p><p dir="ltr">Table S3 TPKM abundance_Dark&Cold incubation: Transcript per kilobase million relative abundance of the 9-month dark and cold experiment.</p><p dir="ltr">Table S4 Genes_Dark&Cold incubation: The gene expression data of Nodosilinea in the 9-month dark and cold experiment.</p>
figshare2026 · Astronomical catalogue
Aspergillus fumigatus and Cryptic Species Exhibit Distinct Strategies for Adaptation to Host-Relevant Conditions<p dir="ltr"><i>Aspergillus fumigatus</i> is the leading cause of invasive aspergillosis however, cryptic species within section <i>Fumigati</i> are emerging pathogens due to antifungal resistance and misidentification in routine clinical practice. We investigated whether divergence in virulence-associated proteins accompanies phenotypic diversification across section <i>Fumigati</i>. Forty virule
figshare2026 · Astronomical catalogue
Comparative genomics of metal-homeostasis and oxidative-stress response gene families across Culicidae<p dir="ltr">Publication figures and supplementary evidence tables accompanying the comparative-genomics study of metal-homeostasis and oxidative-stress response gene families across Culicidae. The package contains final figures, supplementary evidence matrices, accession-linked locus summaries, quality-control records and phylogeny summaries. The analysis integrates OrthoFinder hierarchical ortho
figshare2026 · Astronomical catalogue
No evidence for functional convergence in animal terrestrialization<p dir="ltr">Data underpinning the manuscript "No evidence for functional convergence in animal terrestrialization" submitted to Nature</p>
figshare2026 · Astronomical catalogue
Table. All proteins on proteomics analysis<p dir="ltr">This dataset contains label-free quantitative proteomics data generated from anthracnose-infected chili seeds (ACS), healthy chili seeds (HCS), and capsone-treated chili seeds (TCS). Protein abundances were quantified using Proteome Discoverer (v3.1) against UniProt databases for <i>Capsicum annuum</i> and <i>Colletotrichum scovillei</i>. The dataset includes protein identifications,
figshare2026 · Astronomical catalogue
Mass Spectrometry Proteomics Data of Salivary Proteins from <i>Trichomonas tenax</i>-Positive Patients with Periodontitis<p dir="ltr">This dataset comprises mass spectrometry-based proteomic data of salivary proteins obtained from patients with periodontitis who were positive for <i>Trichomonas tenax</i>. The dataset provides quantitative information on salivary proteins identified through LC-MS/MS-based proteomic analysis and may support investigation of protein expression patterns and potential biomarkers associat
figshare2026 · Astronomical catalogue
Mass Spectrometry Data: Comparative Salivary Proteomics in <i>Trichomonas tenax</i>-Associated Periodontitis<p dir="ltr"><b>Dataset Overview</b></p><p dir="ltr">Individual protein identification data and comparative proteomic profiling of human saliva using Liquid Chromatography–Tandem Mass Spectrometry (LC-MS/MS) coupled with Label-Free Quantification (LFQ).</p><p dir="ltr"><b>Study Groups</b></p><ol><li>Periodontitis patients positive for <i>T. tenax</i></li><li>Periodontitis patients negative for <i>
figshare2026 · Astronomical catalogue
Chronos-PD: Sensitivity Analysis Outputs<p dir="ltr"><b>Sensitivity Analysis Summary Results for the Chronos-PD Revision</b></p><p dir="ltr">This archive contains summary-level outputs from sensitivity analyses performed during the revision of the Chronos-PD manuscript. The analyses were conducted to evaluate the robustness of the primary findings across alternative sample subsets and analytical frameworks.</p><p dir="ltr">The archive i
figshare2026 · Astronomical catalogue
<b>Interpretable AI Fusion Prioritizes Nomilin-Responsive Targets and PI3K/Akt/</b><b>Cyclin D1</b><b> Signaling in Triple-Negative Breast Cancer</b><p dir="ltr">Triple-negative breast cancer (TNBC) remains difficult to treat because of its molecular heterogeneity, aggressive progression, and limited actionable targets. Nomilin, a citrus-derived limonoid, has shown potential antitumor activity, but its target network and mechanism in TNBC remain incompletely characterized. This study developed an interpretable artificial intelligence (AI)-assi
ZivaHub2026 · Crystal structure
The Biogenic Replicator Platform: Universal, On‑Demand Biologic Therapeutics and Closed‑Loop Homeostatic Regulation Through Programmed Molecular Assembly, Transient Gut‑Microbiome Reprogramming, and Learned Cybernetic Control - Edition (v2.0)<p dir="ltr"><b>Abstract</b></p><p dir="ltr">This upgraded edition (v2.0) of the white paper presents the biogenic replicator, a desktop and implantable molecular compiler that converts digital sequence files directly into therapeutic biologics without fermentation or cold chain. A “Plain‑Language Reader’s Guide: Is the Replicator Buildable?” has been added at the beginning of the document. It cla
figshare + Loughborough Research Repository2026 · Astronomical catalogue
AlphaFast: High-throughput AlphaFold 3 via GPU-accelerated homology search<p dir="ltr">AlphaFold 3 (AF3) enables accurate biomolecular modeling, but CPU-bound multiple sequence alignment (MSA) construction can limit end-to-end throughput. We introduce AlphaFast, an integrated framework that combines batched MMseqs2-GPU homology search with AF3-compatible feature generation, model weights, and outputs. AlphaFast achieves a 68.5-fold speedup in data generation and a 22.8-
ZivaHub + Deakin Research Online + DMU Figshare + HKU DataHub + Swinburne Figshare + DaYta Ya Rona + SUNScholarData + figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2025 · Astronomical catalogue
CORAL: Multi-scale Multi-modal Integration of Spatial Omics via Deep Generative Model<p dir="ltr">Datasets for replicating CORAL analyses</p>
NCL Data2025 · dataset
Analysis outputs<p dir="ltr">Updated winnow analysis outputs (tabular results).</p><p dir="ltr"><b>Models and training data (Hugging Face, pinned revisions):</b></p><ul><li><a href="https://huggingface.co/datasets/InstaDeepAI/winnow-ms-datasets">InstaDeepAI/winnow-ms-datasets</a> @ 659802319d618a359de5ab90ec6b0195681e94a6 (training/evaluation spectra and InstaNovo predictions; DOI 10.57967/hf/6610)</li><li><a hre