This dataset was generated using an iterative active-learning strategy implemented in the ArcaNN software package (https://github.com/arcann-chem/arcann_training) to train machine-learning interatomic potentials for aqueous ZnCl₂ solutions. Each active-learning cycle consisted of three stages...

Fluorescently tagged bacterial soil isolates were cultured with N-acetylglucosamine, chitopentose, or chitin in porous SoilChip devices designed to mimic the structural habitats found in soil. Imaging analysis was used to examine how microbial traits, nutrient substrate solubility and degree of...

Download the zip file What this tool does… Provides a simple Excel template for collecting end‑to‑end inventory data on mechanical and electrical equipment, with a focus on thermal systems (e.g., RTUs, air handlers). Provides consistent BABA‑relevant fields including materials, manufacturing origin...

The data package consists of isolated pancreatic islets from adult male C57BL6/J mice treated with IL-1β, IFNγ or IL-1β + IFNγ for 6 h and submitted for scRNA-seq ( Table S1 ). This study focused on understanding the heterogeneity of the cytokine-mediated response. Data contributors: Jennifer S...

This data package consists of data from human islets (n=5) treated with IFNγ + IL-1β for 48 h and submitted to RNA-seq analysis ( Table S1 ). Data contributors: Arturo Roca-Rivada, Xiaoyan Yi & Décio L. Eizirik: ULB Center for Diabetes Research, Medical Faculty, Université Libre de Bruxelles...

This data package consists of data from paired human islets treated with IFNγ + IL-1β for 48 h and submitted to RNA-seq (n=5), ATAC-seq (n=5), UMI-4C18 (n=2 or 3, depending on the viewpoint), and ChIP-seq for histone H3 lysine 27 acetylation (H3K27Ac) (n=4) ( Table S1 ). Islets across the study...

The data package consists of RNA-seq datasets of EndoC-βH1 cells treated in parallel with IFNα, IFNγ, IL-1β and TNFα for 24 h and submitted to RNA-seq (n=4) ( Table S1 ) Data contributors: Arturo Roca-Rivada, Xiaoyan Yi & Décio L. Eizirik: ULB Center for Diabetes Research, Medical Faculty...

This data package consists of data from MIN6 cells (n=4) treated with IL-1β + IFNγ + TNFα and RNAi targeting Poly(ADP)ribosyl polymerase 12 ( Parp12 ) for 24 h and submitted to proteomic analyses ( Table S1 ). PARP12 is an interferon-induced protein known to target viral RNA to stress granules. It...

This data package consists of data from human islets (n=6) treated with IFNγ + IL-1β for 24 h and subjected to top-down proteomics ( Table S1 ). Data contributors: Ashley N. Ives, Wei-Jun Qian & James M. Fulcher: Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA...

This data package consists of mouse MIN6 cells treated with IL-1β + IFNγ + TNFα for 0 min, 15 min, 2 hr, and 24 hr, alongside an untreated 24 hr control, and submitted to global and PTM proteomics (carbamylation and acetylation) analysis (n=3) ( Table S1 ). This was designed to characterize the...

This data package consists of data from human islets (n=5) treated with IFNγ + IL-1β with or without difluoromethylornithine (DFMO) and submitted to RNA-seq and proteomics analysis ( Table S1 ). DFMO is an inhibitor of ornithine decarboxylase (ODC), an enzyme of the polyamine pathway. Therefore...

This data package consists of data from human islets treated for 48 h with cytokines (IFNγ, TNFα, and/or IL1β), thapsigargin (TG), brefeldin A (BFA), or DMSO for the control (CTRL) and submitted for single-cell RNA-seq (n=5) and single-nucleus multi-omics sequencing (snMultiomics-seq, n=1) ( Table...

This data package consists of data from MIN6 cells (n=3) treated with IFNγ + IL-1β + TNFα with or without DFMO or N1,N11-diethylnorspermine (DENSpm) and submitted to RNA-seq ( Table S1 ). DENSpm is an inhibitor of ornithine decarboxylase (ODC) and polyamine oxidase (PAOX), both enzymes in the...

This data package consists of data from β-TC-6 cells treated with IFNγ + IL-1β for 4, 8 or 24 h (n=4) and submitted to enrichment of cysteine-containing peptides (redox), phosphopeptides and acetylated peptides. This enabled the analysis of proteomics, redox cysteine, phosphoproteomics and...

This data package consists of data from human islets (n=8) treated with IFNγ + IL-1β for 24 h and submitted to phosphoproteomics ( Table S1 ). Data contributor: Wei-Jun Qian: Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, 99354, USA. Data repository: PXD011857...