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61 results for “Sample Multiplexing”

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zenodo40/100

Multiplexed histology of COVID-19 post-mortem lung samples - PROLONGED CASE 1 FOV2

<p><strong>Image-based data set of a post-mortem lung sample from a COVID-19 donor (PROLONGED CASE 1 FOV2)</strong></p> <p>Each image shows the same field of view (FOV), sequentially stained with the depicted fluorescence-labelled antibodies, including surface proteins, intracellular proteins and transcription factors. Images contain 2024 x 2024 pixels and are generated using an inverted wide-field fluorescence microscope with a 20x objective, a lateral resolution of 325 nm and an axial resolution above 5 &micro;m. Images have&nbsp;been normalized and intensities adjusted.</p>

opencc-by-4.0Dec 2022View details →
zenodo40/100

Multiplexed histology of COVID-19 post-mortem lung samples - PROLONGED CASE 1 FOV1

<p><strong>Image-based data set of a post-mortem lung sample from a COVID-19 donor (PROLONGED CASE 1 FOV1)</strong></p> <p>Each image shows the same field of view (FOV), sequentially stained with the depicted fluorescence-labelled antibodies, including surface proteins, intracellular proteins and transcription factors. Images contain 2024 x 2024 pixels and are generated using an inverted wide-field fluorescence microscope with a 20x objective, a lateral resolution of 325 nm and an axial resolution above 5 &micro;m. Images have&nbsp;been normalized and intensities adjusted.</p>

opencc-by-4.0Dec 2022View details →
zenodo40/100

Multiplexed histology of COVID-19 post-mortem lung samples - CONTROL CASE 1 FOV2

<p><strong>Image-based data set of a post-mortem lung sample from a non-COVID-related pneumonia donor (CONTROL CASE 1, FOV2)</strong></p> <p>Each image shows the same field of view (FOV), sequentially stained with the depicted fluorescence-labelled antibodies, including surface proteins, intracellular proteins and transcription factors. Images contain 2024 x 2024 pixels and are generated using an inverted wide-field fluorescence microscope with a 20x objective, a lateral resolution of 325 nm and an axial resolution above 5 &micro;m. Images have&nbsp;been normalized and intensities adjusted.</p>

opencc-by-4.0Dec 2022View details →
zenodo40/100

Multiplexed histology of COVID-19 post-mortem lung samples - CHRONIC CASE 2 FOV1

<p><strong>Image-based data set of a post-mortem lung sample from a COVID-19 donor (CHRONIC CASE 2 FOV1)</strong></p> <p>Each image shows the same field of view (FOV), sequentially stained with the depicted fluorescence-labelled antibodies, including surface proteins, intracellular proteins and transcription factors. Images contain 2024 x 2024 pixels and are generated using an inverted wide-field fluorescence microscope with a 20x objective, a lateral resolution of 325 nm and an axial resolution above 5 &micro;m. Images have&nbsp;been normalized and intensities adjusted.</p>

opencc-by-4.0Dec 2022View details →
zenodo40/100

Multiplexed histology of COVID-19 post-mortem lung samples - ACUTE CASE 2 FOV1

<p><strong>Image-based data set of a post-mortem lung sample from a COVID-19 donor (ACUTE CASE 2&nbsp;FOV1)</strong></p> <p>Each image shows the same field of view (FOV), sequentially stained with the depicted fluorescence-labelled antibodies, including surface proteins, intracellular proteins and transcription factors. Images contain 2024 x 2024 pixels and are generated using an inverted wide-field fluorescence microscope with a 20x objective, a lateral resolution of 325 nm and an axial resolution above 5 &micro;m. Images have&nbsp;been normalized and intensities adjusted.</p>

opencc-by-4.0Jan 2023View details →
zenodo40/100

Multiplexed histology of COVID-19 post-mortem lung samples - PROLONGED CASE 5 FOV1

<p><strong>Image-based data set of a post-mortem lung sample from a COVID-19 donor (PROLONGED CASE 5&nbsp;FOV1)</strong></p> <p>Each image shows the same field of view (FOV), sequentially stained with the depicted fluorescence-labelled antibodies, including surface proteins, intracellular proteins and transcription factors. Images contain 2024 x 2024 pixels and are generated using an inverted wide-field fluorescence microscope with a 20x objective, a lateral resolution of 325 nm and an axial resolution above 5 &micro;m. Images have&nbsp;been normalized and intensities adjusted.</p>

opencc-by-4.0Jan 2023View details →
zenodo40/100

Multiplexed histology of COVID-19 post-mortem lung samples - ACUTE CASE 3 FOV1

<p><strong>Image-based data set of a post-mortem lung sample from a COVID-19 donor (ACUTE CASE 3&nbsp;FOV1)</strong></p> <p>Each image shows the same field of view (FOV), sequentially stained with the depicted fluorescence-labelled antibodies, including surface proteins, intracellular proteins and transcription factors. Images contain 2024 x 2024 pixels and are generated using an inverted wide-field fluorescence microscope with a 20x objective, a lateral resolution of 325 nm and an axial resolution above 5 &micro;m. Images have&nbsp;been normalized and intensities adjusted.</p>

opencc-by-4.0Jan 2023View details →
zenodo40/100

Multiplexed histology of COVID-19 post-mortem lung samples - ACUTE CASE 3 FOV2

<p><strong>Image-based data set of a post-mortem lung sample from a COVID-19 donor (ACUTE CASE 3&nbsp;FOV2)</strong></p> <p>Each image shows the same field of view (FOV), sequentially stained with the depicted fluorescence-labelled antibodies, including surface proteins, intracellular proteins and transcription factors. Images contain 2024 x 2024 pixels and are generated using an inverted wide-field fluorescence microscope with a 20x objective, a lateral resolution of 325 nm and an axial resolution above 5 &micro;m. Images have&nbsp;been normalized and intensities adjusted.</p>

opencc-by-4.0Jan 2023View details →
zenodo40/100

Multiplexed histology of COVID-19 post-mortem lung samples - ACUTE CASE 2 FOV2

<p><strong>Image-based data set of a post-mortem lung sample from a COVID-19 donor (ACUTE CASE 2&nbsp;FOV2)</strong></p> <p>Each image shows the same field of view (FOV), sequentially stained with the depicted fluorescence-labelled antibodies, including surface proteins, intracellular proteins and transcription factors. Images contain 2024 x 2024 pixels and are generated using an inverted wide-field fluorescence microscope with a 20x objective, a lateral resolution of 325 nm and an axial resolution above 5 &micro;m. Images have&nbsp;been normalized and intensities adjusted.</p>

opencc-by-4.0Jan 2023View details →
zenodo40/100

Model-based analysis of sample index hopping reveals its widespread artifacts in multiplexed single-cell RNA-sequencing

<p>Supplementary data&nbsp;that are needed to rerun&nbsp;the reproducible notebooks from the first steps using Alevin output and configuration files.</p> <p>Intermediate R data object that can be used to rerun the reproducible notebooks after the filtering steps.</p> <p>Validation data for inferring the sample index hopping rate. The <em>hiseq4000_joined_datatable_plexed_nonplexed.zip file contains read counts for four samples (two non-multiplexed and two multiplexed)&nbsp; joined by&nbsp; a cell-barcode, UMI, and gene-ID (CUG) key combination. The hiseq4000_inner_joined_with_labels.zip file contains only those CUGs that are observed in both the non-multiplexed and multiplexed samples.</em><em> </em></p>

opencc-by-4.0Jul 2019View details →
zenodo36/100

Antibody panel used for multiplexed antibody-based imaging of Human Pancreas Analysis Program (HPAP) samples by CODEX

<p>This data file details antibodies applied to human pancreas tissue samples from the Human Pancreas Analysis Program (HPAP; RRID:SCR_016202) of the <a href="https://hirnetwork.org/">Human Islet Research Network</a> (HIRN; RRID:SCR_014393). Images will be uploaded for interactive analysis on <a href="https://pancreatlas.org/datasets">Pancreatlas</a> (RRID:SCR_018567) and made available for download via <a href="https://hpap.pmacs.upenn.edu/">PANC-DB</a>. Workflow is documented on protocols.io: <a href="https://dx.doi.org/10.17504/protocols.io.36wgq7dryvk5/v1">dx.doi.org/10.17504/protocols.io.36wgq7dryvk5/v1</a>.</p><p>Table format adapted from Radtke AJ, Quardokus EM, Saunders DC (2022), <a href="https://doi.org/10.5281/zenodo.7386417">SOP: Construction of Organ Mapping Antibody Panels for Multiplexed Antibody-Based Imaging of Human Tissues</a>. See also: Saunders D; Reihsmann R. <a href="https://doi.org/10.48539/HBM754.BHVR.258">OMAP-13: Organ Mapping Antibody Panel (OMAP) for Multiplexed Antibody-Based Imaging of Human Pancreas with CODEX, v1.0</a>.</p>

opencc-by-4.0Nov 2023View details →
zenodo36/100

A risk-reward examination of sample multiplexing reagents for Single Cell RNA-Seq

<div> <h2>A Risk-reward Examination of Sample Multiplexing Reagents for Single Cell RNA-Seq</h2> <br> <div>The publication is available open access at https://doi.org/10.1016/j.ygeno.2024.110793</div> </div> <p>Be sure to check the md5 checksum: checklist.chk</p>

opencc-by-4.0Jun 2023View details →
zenodo32/100

Multiplexed histology of COVID-19 post-mortem lung samples - CONROL CASE 2 FOV1

<p><strong>Image-based data set of a post-mortem lung sample from a non-COVID-19-related pneumonia donor (CONTROL CASE 2&nbsp;FOV1)</strong></p> <p>Each image shows the same field of view (FOV), sequentially stained with the depicted fluorescence-labelled antibodies, including surface proteins, intracellular proteins and transcription factors. Images contain 2024 x 2024 pixels and are generated using an inverted wide-field fluorescence microscope with a 20x objective, a lateral resolution of 325 nm and an axial resolution above 5 &micro;m. Images have&nbsp;been normalized and intensities adjusted.</p>

opencc-by-4.0Jan 2023View details →
zenodo32/100

Multiplexed histology of COVID-19 post-mortem lung samples - CONTROL CASE 3 FOV1

<p><strong>Image-based data set of a post-mortem lung sample from a COVID-19 donor (CONTROL CASE 3&nbsp;FOV1)</strong></p> <p>Each image shows the same field of view (FOV), sequentially stained with the depicted fluorescence-labelled antibodies, including surface proteins, intracellular proteins and transcription factors. Images contain 2024 x 2024 pixels and are generated using an inverted wide-field fluorescence microscope with a 20x objective, a lateral resolution of 325 nm and an axial resolution above 5 &micro;m. Images have&nbsp;been normalized and intensities adjusted.</p>

opencc-by-4.0Jan 2023View details →
zenodo32/100

Multiplexed histology of COVID-19 post-mortem lung samples - PROLONGED CASE 4 FOV2

<p><strong>Image-based data set of a post-mortem lung sample from a COVID-19 donor (PROLONGED CASE 4&nbsp;FOV2)</strong></p> <p>Each image shows the same field of view (FOV), sequentially stained with the depicted fluorescence-labelled antibodies, including surface proteins, intracellular proteins and transcription factors. Images contain 2024 x 2024 pixels and are generated using an inverted wide-field fluorescence microscope with a 20x objective, a lateral resolution of 325 nm and an axial resolution above 5 &micro;m. Images have&nbsp;been normalized and intensities adjusted.</p>

opencc-by-4.0Jan 2023View details →
zenodo32/100

Multiplexed histology of COVID-19 post-mortem lung samples - PROLONGED CASE 5 FOV2

<p><strong>Image-based data set of a post-mortem lung sample from a COVID-19&nbsp;donor (PROLONGED CASE 5&nbsp;FOV2)</strong></p> <p>Each image shows the same field of view (FOV), sequentially stained with the depicted fluorescence-labelled antibodies, including surface proteins, intracellular proteins and transcription factors. Images contain 2024 x 2024 pixels and are generated using an inverted wide-field fluorescence microscope with a 20x objective, a lateral resolution of 325 nm and an axial resolution above 5 &micro;m. Images have&nbsp;been normalized and intensities adjusted.</p>

opencc-by-4.0Jan 2023View details →
zenodo32/100

Multiplexed histology of COVID-19 post-mortem lung samples - ACUTE CASE 2 FOV4

<p><strong>Image-based data set of a post-mortem lung sample from a COVID-19 donor (ACUTE CASE 2&nbsp;FOV4)</strong></p> <p>Each image shows the same field of view (FOV), sequentially stained with the depicted fluorescence-labelled antibodies, including surface proteins, intracellular proteins and transcription factors. Images contain 2024 x 2024 pixels and are generated using an inverted wide-field fluorescence microscope with a 20x objective, a lateral resolution of 325 nm and an axial resolution above 5 &micro;m. Images have&nbsp;been normalized and intensities adjusted.</p>

opencc-by-4.0Jan 2023View details →
ClinicalTrials.gov32/100

Detection of Chlamydia Trachomatis, Neisseria Gonorrhoeae and Mycoplasma Genitalium by Real-time Multiplex Polymerase Chain Reaction (PCR) After Pooling Pharyngeal, Anorectal and Urinary Samples

ClinicalTrials.gov study NCT03568695. IPD Sharing: Not stated. Countries: 1. Publications: 5.

restrictedIPD-UNDECIDEDFeb 2026View details →
zenodo28/100

Multiplexed histology of COVID-19 post-mortem lung samples - CHRONIC CASE 2 FOV2

<p><strong>Image-based data set of a post-mortem lung sample from a COVID-19 donor (CHRONIC CASE 2 FOV2)</strong></p> <p>Each image shows the same field of view (FOV), sequentially stained with the depicted fluorescence-labelled antibodies, including surface proteins, intracellular proteins and transcription factors. Images contain 2024 x 2024 pixels and are generated using an inverted wide-field fluorescence microscope with a 20x objective, a lateral resolution of 325 nm and an axial resolution above 5 &micro;m. Images have&nbsp;been normalized and intensities adjusted.</p>

opencc-by-4.0Dec 2022View details →
zenodo28/100

Multiplexed histology of COVID-19 post-mortem lung samples - CONROL CASE 3 FOV2

<p><strong>Image-based data set of a post-mortem lung sample from a COVID-19 donor (CONTROL CASE 3&nbsp;FOV2)</strong></p> <p>Each image shows the same field of view (FOV), sequentially stained with the depicted fluorescence-labelled antibodies, including surface proteins, intracellular proteins and transcription factors. Images contain 2024 x 2024 pixels and are generated using an inverted wide-field fluorescence microscope with a 20x objective, a lateral resolution of 325 nm and an axial resolution above 5 &micro;m. Images have&nbsp;been normalized and intensities adjusted.</p>

opencc-by-4.0Jan 2023View details →

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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

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Allen Brain Atlas

Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

Annotated Behaviour and Observability Dataset (ABODe)

ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

DANDI Archive for NWB datasets

DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

International Brain Laboratory public data

The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

OpenNeuro

OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record