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85 results for “MSA”

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zenodo40/100

Improved protein complex prediction with AlphaFold-multimer by denoising the MSA profile

<p>Supporting data for AFProfile</p> <p>casp15.tar.zst - predicted structures and MSAs for the CASP15 set<br>native_afm_2_6_bench.tar.zst - native cif files for all complexes with ranking confidence &lt;0.75 in the AFM 2-6 chains benchmark ( https://doi.org/10.1093/bioinformatics/btad424)<br>pred_top_models_afm_2_6_bench.tar.zst - predicted top ranked models and scores for all 100 samples.<br>afm_opt_metrics.csv - the best models, confidences and MMscores for the AFProfile run on the AFM 2-6 chains benchmark (n=427 structures)<br>msa_shapes.csv - the shape of the MSA as input to AFM for each structure<br>directed.tar.zst - contains all models for the AFProfile run on the AFM 2-6 chains benchmark (n=42700 samples)</p> <p>The directories are compressed with zstd: https://github.com/facebook/zstd<br>Uncompress:<br>tar --use-compress-program full/path/to/zstd -xvf file.tar.zst</p>

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

Particulate methylsulfonic acid (MSA), sodium and chloride concentrations from high-volume air filter samples over the Southern Ocean during austral summer of 2016/2017 on board the Antarctic Circumnavigation Expedition (ACE).

<p><strong>Dataset abstract</strong></p> <p>Aerosol particles come from a variety of sources: a look at the chemical composition gives insights on the particle origin. Ion chromatography was performed for aerosol particles smaller than 10 micrometers (PM10 inlet), giving concentrations of sodium and chloride, as well as particulate methylsulfonic acid (MSA). For this, aerosol particles where sampled on quartz fibre filters for 24 hours each. The sampled filters were stored at -20 degrees C on the research vessel, transported frozen back to the chemistry lab of TROPOS and analysed for main ions. Temporal coverage is from December 20, 2016 to March 20, 2017. We give 24-hour quality controlled particulate MSA, sodium and chloride concentrations in microgram per cubic meter for the Antarctic Circumnavigation Expedition (ACE) cruise over the Southern Ocean, as part of the ACE-SPACE project.</p> <p><strong>Dataset contents</strong></p> <ul> <li>ACESPACE_ particulate_MSA_Sodium_Chloride_PM10, data file, comma-separated values</li> <li>data_file_header, metadata, text format</li> <li>README.txt, metadata, text format</li> </ul>

openDec 2021View details →
zenodo36/100

BepiColombo/Mio MSA, MIA and MPO MAG Data During the second Venus Flyby

<p>This data set includes&nbsp; the DDEF of MSA and MIA data, and MPO-MAG data during the 2nd BepiColombo Mio's Venus flyby. The format of the files and the "one file per figure" was required by Nature Astronomy. To properly use these data, contacting the PI of the instruments and MSA team is highly recommended.</p>

opencc-by-4.0Feb 2024View details →
zenodo36/100

Enhancing Microservice Reusability in MSA through the Reusable Microservices Framework: Development, Validation, and Evaluation

<p>The data of the paper: Enhancing Microservice Reusability in MSA &nbsp;through the Reusable Microservices Framework: Development, Validation, and Evaluation</p>

opencc-by-4.0Jul 2023View details →
ClinicalTrials.gov36/100

Progression Rate of MSA Under EGCG Supplementation as Anti-Aggregation-Approach

ClinicalTrials.gov study NCT02008721. IPD Sharing: Not stated. Countries: 1. Publications: 19.

restrictedIPD-UNDECIDEDFeb 2026View details →
zenodo32/100

Pairwise distance demarcation of species in the family Coronaviridae. a, Diagonal matrix of PPDs of 2,505 viruses clustered according to 49 coronavirus species, 39 established and 10 pending or tentative, and ordered from the most to least populous species, from left to right; green and white, PPDs smaller and larger than the inter-species threshold, respectively. Areas of the green squares along the diagonal are proportional to the virus sampling of the respective species, and virus prototypes of the five most sampled species are specified to the left; asterisks indicate species that include viruses whose intra-species PPDs crossed the inter-species threshold (threshold 'violators'). b, Maximal intra-species PPDs (x axis, linear scale) plotted against virus sampling (y axis, log scale) for 49 species (green dots) of the Coronaviridae. Indicated are the acronyms of virus prototypes of the seven most sampled species. Green and blue plot sections represent intra-species and intra-subgenera PPD ranges. The vertical black line indicates the inter-species threshold. c, Shown are the PDs of non-identical residues (y axis) for four viruses representing three major phylogenetic lineages (clades) of the species Severe acute respiratorysyndrome-related coronavirus (panel b) and all pairs of the 256 viruses of this species ('all pairs'). The PD values were derived from pairwise distances in the MSA that were calculated using an identity matrix. Panels a and b were adopted from the DEmARC v.1.4 output. in The species Severe acute respiratory syndromerelated coronavirus: classifying 2019-nCoV and naming it SARS-CoV-2

Pairwise distance demarcation of species in the family Coronaviridae. a, Diagonal matrix of PPDs of 2,505 viruses clustered according to 49 coronavirus species, 39 established and 10 pending or tentative, and ordered from the most to least populous species, from left to right; green and white, PPDs smaller and larger than the inter-species threshold, respectively. Areas of the green squares along the diagonal are proportional to the virus sampling of the respective species, and virus prototypes of the five most sampled species are specified to the left; asterisks indicate species that include viruses whose intra-species PPDs crossed the inter-species threshold (threshold 'violators'). b, Maximal intra-species PPDs (x axis, linear scale) plotted against virus sampling (y axis, log scale) for 49 species (green dots) of the Coronaviridae. Indicated are the acronyms of virus prototypes of the seven most sampled species. Green and blue plot sections represent intra-species and intra-subgenera PPD ranges. The vertical black line indicates the inter-species threshold. c, Shown are the PDs of non-identical residues (y axis) for four viruses representing three major phylogenetic lineages (clades) of the species Severe acute respiratorysyndrome-related coronavirus (panel b) and all pairs of the 256 viruses of this species ('all pairs'). The PD values were derived from pairwise distances in the MSA that were calculated using an identity matrix. Panels a and b were adopted from the DEmARC v.1.4 output.

opennotspecifiedMar 2020View details →
zenodo32/100

MSA Dataset Used in NEFFy Analysis (CASP15 and rMSA targets)

<p>This dataset includes Multiple Sequence Alignments (MSAs):</p> <ul> <li><strong>CASP15 Protein Dataset</strong>: MSAs were created for 93 protein targets using the AlphaFold 2.3 code.&nbsp;</li> <li><strong>rMSA RNA Dataset</strong>: MSAs were generated for 361 RNA targets utilizing the rMSA pipeline.&nbsp;</li> </ul>

opencc-by-4.0Nov 2024View details →
zenodo32/100

111329 MSA Hercules Child

This is a 3D model of a 20th c. statue by Platre in the Musée de Augustinis (Toulouse) depicting a young Hercules fighting off the snakes sent by Hera to kill the child. The sculpture is a modern representation of an ancient Greek myth, completed in the short time between World War I and World War II. **Bibliography**: [Musée de Augustinis](https://www.augustins.org/en/les-collections/sculptures/xix-debut-xxe/panorama-des-oeuvres/-/oeuvre/33533) #Ancient World 3D This model posting is part of Ancient World 3D, a project that provides curated 3D open access content for Classical Studies. Each model has an etched catalog# and [3D Printable frame](https://skfb.ly/6RY8U) for building a library. The [original model was posted by Musée des Augustins](https://mmf.io/o/111329). This entry was composed by Serena Hawkins (Dr. Elizabeth Thill, advisor). Source: Objaverse 1.0 / Sketchfab

opencc-by-nc-sa-2.0Apr 2020View details →
zenodo32/100

BepiColombo/Mio MSA, MIA and MEA 2 Data during the third Mercury flyby

Open the record for dataset details and reuse information.

opencc-by-4.0Jul 2024View details →
zenodo32/100

MSA-Limit

<p>Msa-limit is an analysis pipeline to test the efficiency of different multiple alignment software (MSA) on long reads. Using nanopore reads and a reference, it generates consensus sequences from the different MSA software to compare to the reference and see if the alignment is correct. (See the schematic in the doc file for more details)</p> <p>Usable MSA software: muscle,mafft,poa,kalign,spoa,kalign3,clustalo,abpoa,tcoffee</p>

opencc-by-4.0Aug 2024View details →
ClinicalTrials.gov32/100

Study Assessing Safety and Therapeutic Activity of AFFITOPE® PD01A and PD03A in Patients With Early MSA

ClinicalTrials.gov study NCT02270489. IPD Sharing: Not stated. Countries: 1. Publications: 1.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Therapeutic Education for Multiple System Atrophy (MSA) Patients and Their Caregivers

ClinicalTrials.gov study NCT05819957. IPD Sharing: Not stated. Countries: 1. Publications: 0.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Efficacy of L-threo DOPS on Orthostatic Hypotension Symptoms and Other Non-motor Symptoms in Patients With MSA

ClinicalTrials.gov study NCT02071459. IPD Sharing: NO. Countries: 1. Publications: 0.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov32/100

[18F]-MFBG Versus [123I]-MIBG and [18F]-PE2I in PD vs. MSA and DLB vs. AD

ClinicalTrials.gov study NCT06120049. IPD Sharing: NO. Countries: 1. Publications: 1.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov32/100

Clinical Trial to Assess Efficacy, Safety, and Tolerability of Rasagiline Mesylate 1 mg in Patients With Multiple System Atrophy of the Parkinsonian Subtype (MSA-P)

ClinicalTrials.gov study NCT00977665. IPD Sharing: Not stated. Countries: 12. Publications: 1.

restrictedIPD-UNDECIDEDFeb 2026View details →
dryad32/100

Multiple Sequence Alignments (MSA) for comparative phylogeography of four lizard taxa within an Oceanic Island

Open the record for dataset details and reuse information.

publicMar 2025View details →
edi32/100

GIS Shapefile - Counties, MSA - County boundaries within the BES Main Study Area.

County boundaries for the BES Metropolitan Study Area (MSA) derived from year 2000 GDT census data. This is the universal MSA boundary for all BES research. The MSA consists of the following 5 counties: Baltimore City, Baltimore County, Anne Arrundel, Carroll, Harford, and Howard. This is part of a collection of Baltimore Ecosystem Study metadata records that point to a geodatabase. The geodatabase itself is available online at beslter.org or lternet.edu. It is considerably large. Upon request, it can be shipped to you on media, such as a flash drive. The geodatabase is roughly 51.4 Gb in size, consisting of 4,914 files in 160 folders. Although this metadata record and the others like it are not rich with attributes, it is nonetheless made available because the data that it represents could be indeed useful.

openCustomApr 2004View details →
edi32/100

GIS Shapefile - Long Term Sampling Grid, 100 Meters, Baltimore MSA - BES Main Study Area

Long term sampling framework for the Baltimore MSA comprised of contiguous 100 meter grid cells. Used for: telephone survey, field observation survey (observational and photo data), and key informant photo-documentation (text / narrative and photo data). A unique ID, 'GridCell', is used to establish the relationship between this layer and the field data. This is part of a collection of Baltimore Ecosystem Study metadata records that point to a geodatabase. The geodatabase itself is available online at beslter.org or lternet.edu. It is considerably large. Upon request, it can be shipped to you on media, such as a flash drive. The geodatabase is roughly 51.4 Gb in size, consisting of 4,914 files in 160 folders. Although this metadata record and the others like it are not rich with attributes, it is nonetheless made available because the data that it represents could be indeed useful.

openCustomDec 2009View details →
edi32/100

GIS Shapefile - Long Term Sampling Grid, 300 Meters, Baltimore MSA - BES Main Study Area

Long term sampling framework for the Baltimore MSA comprised of contiguous 300 meter grid cells. Used for: telephone survey, field observation survey (observational and photo data), and key informant photo-documentation (text / narrative and photo data). A unique ID, 'GridCell', is used to establish the relationship between this layer and the field data. This is part of a collection of Baltimore Ecosystem Study metadata records that point to a geodatabase. The geodatabase itself is available online at beslter.org or lternet.edu. It is considerably large. Upon request, it can be shipped to you on media, such as a flash drive. The geodatabase is roughly 51.4 Gb in size, consisting of 4,914 files in 160 folders. Although this metadata record and the others like it are not rich with attributes, it is nonetheless made available because the data that it represents could be indeed useful.

openCustomDec 2009View details →
edi32/100

GIS Shapefile - Counties, MSA - County boundaries within the BES Main Study Area.

County boundaries for the BES Metropolitan Study Area (MSA) derived from year 2000 GDT census data. This is the universal MSA boundary for all BES research. The MSA consists of the following 5 counties: Baltimore City, Baltimore County, Anne Arrundel, Carroll, Harford, and Howard. This is part of a collection of Baltimore Ecosystem Study metadata records that point to a geodatabase. The geodatabase itself is available online at beslter.org or lternet.edu. It is considerably large. Upon request, it can be shipped to you on media, such as a flash drive. The geodatabase is roughly 51.4 Gb in size, consisting of 4,914 files in 160 folders. Although this metadata record and the others like it are not rich with attributes, it is nonetheless made available because the data that it represents could be indeed useful.

openCustomApr 2004View details →

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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