Skip to main content
Powered by ShareScore

Find research datasets worth reusing

Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.

4,566

datasets available to search

ShareScore release 0.9.0

Reset

Dataset results

4,566 results for “marker”

Learn how ShareScore rates datasets ↗
zenodo28/100

Figure 1 from: Arriaga-Jiménez A, Roy L (2015) Co1 DNA supports conspecificity of Geomyphilus pierai and G. barrerai (Coleoptera, Scarabaeidae, Aphodiinae) and is a good marker for their phylogeographic investigation in Mexican mountains. ZooKeys 512: 77-88. https://doi.org/10.3897/zookeys.512.9646

Figure 1 - Sampled mountains are in the Eastern part of the Trans-Mexican Volcanic Belt: Malinche, Cofre de Perote, Pico de Orizaba and Sierra Negra.

opencc-by-4.0Jul 2015View details →
zenodo28/100

Figure 4 from: Arriaga-Jiménez A, Roy L (2015) Co1 DNA supports conspecificity of Geomyphilus pierai and G. barrerai (Coleoptera, Scarabaeidae, Aphodiinae) and is a good marker for their phylogeographic investigation in Mexican mountains. ZooKeys 512: 77-88. https://doi.org/10.3897/zookeys.512.9646

Figure 4 - Label color indicates the morphological taxonomic assignation of each individual: red, Geomyphilus pierai, green, Geomyphilus barrerai, black, outgroup. Numbers at nodes are bootstrap values (500 rep.; only values ≥0.5 are provided).

opencc-by-4.0Jul 2015View details →
zenodo28/100

Figure 4 from: Ševčík J, Kaspřák D, Rulik B (2016) A new species of Docosia Winnertz from Central Europe, with DNA barcoding based on four gene markers (Diptera, Mycetophilidae). ZooKeys 549: 127-143. https://doi.org/10.3897/zookeys.549.6925

Figure 4 - Maximum likelihood hypothesis for relationships among selected species of Docosia Winnertz based on DNA sequence data (COI, COII, CytB and ITS2), 2039 characters. Above node number = bootstrap support for ML.

opencc-by-4.0Jan 2016View details →
zenodo28/100

Figures 1-3 from: Ševčík J, Kaspřák D, Rulik B (2016) A new species of Docosia Winnertz from Central Europe, with DNA barcoding based on four gene markers (Diptera, Mycetophilidae). ZooKeys 549: 127-143. https://doi.org/10.3897/zookeys.549.6925

Figures 1-3 - Docosia dentata sp. n. (holotype), male terminalia; 1 ventral view 2 tergite 9 in dorsal view 3 right gonostylus in dorsal view. Scale bar = 0.1 mm.

opencc-by-4.0Jan 2016View details →
dryad28/100

Rice grain weight and candidate gene marker dataset

<p><span>It is hypothesized that the genome-wide genic markers may increase the prediction accuracy of genomic selection for quantitative traits. To test this hypothesis, a set of candidate gene based markers for yield and grain traits-related genes cloned across the rice genome were custom-designed. A multi-model, multi-locus genome-wide association study (GWAS) was performed using new genic markers developed to test their effectiveness for gene discovery. Two multi-locus models, FarmCPU and mrMLM, along with a single-locus mixed linear model (MLM), identified 28 significant marker trait associations. These associations revealed novel causative alleles for grain weight and pleiotropic associations with other traits. For instance, the marker YD91 derived from the gene OsAAP3 on chromosome 1 was consistently associated with grain weight, while the gene has a significant effect on grain yield. Furthermore, nine genomic selection methods, including regression-based and machine learning-based models, were used to predict grain weight using a leave-one-out five-fold cross validation approach to optimize the genomic selection model with genic markers. Among nine prediction models, Kernel Hilbert Space Regression (RKHS) is the best among regression-based models, and Random Forest Regression (RFR) is the best among machine learning-based models. Genomic prediction accuracies with and without GWAS significant markers were compared to assess the effectiveness of markers. The rapid decreases in prediction accuracy upon dropping GWAS significant markers indicate the effectiveness of new genic markers in genomic selection. Apart from that, the candidate gene-based markers were found to be more effective in genomic selection programs for better accuracy.</span></p>

opencc-zeroFeb 2023View details →
zenodo28/100

Study schema: Kathleen Buchheit. (2023). Dupilumab and daily high-dose aspirin therapy synergistically reduce nasal eosinophil markers in NSAID-exacerbated respiratory disease.

<p>Study schema</p>

opencc-by-4.0Mar 2023View details →
zenodo28/100

Supplementary material 1 from: Boehmler M, Murray HL, DeMay DJ, Rogers AN, Hribar LJ (2023) Dataset for mosquitoes (Diptera, Culicidae) from State Route 905-Mile Marker 2, Key Largo, Monroe County, Florida, USA. Research Ideas and Outcomes 9: e101286. https://doi.org/10.3897/rio.9.e101286

Route 905 MM2 2003-2021

opencc-zeroApr 2023View details →
zenodo28/100

Supplementary material 1 from: Giangregorio P, Mucci N, Norman AJ, Pedrotti L, Filacorda S, Molinari P, Spong G, Davoli F (2023) Performance of SNP markers for parentage analysis in the Italian Alpine brown bear using non-invasive samples. Nature Conservation 53: 105-123. https://doi.org/10.3897/natureconservation.53.86739

Genetic and field data

opencc-zeroAug 2023View details →
zenodo28/100

Fig. 1 in Specialised metabolites as chemotaxonomic markers of Coptosapelta diffusa, supporting its delimitation as sisterhood phylogenetic relationships with Rubioideae

Fig. 1. The chemical structures of compounds 1–21.

opennotspecifiedDec 2021View details →
zenodo28/100

Fig. 1 in L-DOPA synthesis in Mucuna pruriens (L.) DC. is regulated by polyphenol oxidase and not CYP 450/tyrosine hydroxylase: An analysis of metabolic pathway using biochemical and molecular markers

Fig. 1. The proposed hypothetical pathway for catecholamine biosynthesis in Mucuna pruriens.

opennotspecifiedOct 2020View details →
zenodo28/100

Fig. 1 in Characterization of diketopiperazine heterodimers as potential chemical markers for discrimination of two dominant black aspergilli, Aspergillus niger and Aspergillus tubingensis

Fig. 1. Structures of compounds 1–8.

opennotspecifiedAug 2020View details →
zenodo28/100

Fig. 2. Key HMBC and 1H–1H in Characterization of diketopiperazine heterodimers as potential chemical markers for discrimination of two dominant black aspergilli, Aspergillus niger and Aspergillus tubingensis

Fig. 2. Key HMBC and 1H–1H COSY correlations of compounds 2, 3, and 4.

opennotspecifiedAug 2020View details →
zenodo28/100

Fig. 3 in Characterization of diketopiperazine heterodimers as potential chemical markers for discrimination of two dominant black aspergilli, Aspergillus niger and Aspergillus tubingensis

Fig. 3. Key NOESY correlations of compounds 2 and 3.

opennotspecifiedAug 2020View details →
zenodo28/100

Fig. 4 in Characterization of diketopiperazine heterodimers as potential chemical markers for discrimination of two dominant black aspergilli, Aspergillus niger and Aspergillus tubingensis

Fig. 4. The chiral HPLC analyses of the hydrolysates of compounds 2 and 3.

opennotspecifiedAug 2020View details →
zenodo28/100

Fig. 4 in Efficiency of RAPD, ISSR, iPBS, SCoT and phytochemical markers in the genetic relationship study of five native and economical important bamboos of North-East India

Fig. 4. UPGMA dendrogram of 5 bamboo species based on RAPD, ISSR, SCoT and iPBS combined data.

opennotspecifiedJun 2020View details →
zenodo28/100

Fig. 1 in Mycosporine-like amino acids, brominated and sulphated phenols: Suitable chemotaxonomic markers for the reassessment of classification of Bostrychia calliptera (Ceramiales, Rhodophyta)

Fig. 1. The structures of compounds 1–6.

opennotspecifiedJun 2020View details →
zenodo28/100

DNA metabarcoding assessment of Neotropical ichthyoplankton communities is marker-dependent

<p>Raw sequencing file of the arcticle &quot;<strong>DNA metabarcoding assessment of Neotropical ichthyoplankton communities is marker-dependent</strong>&quot;, by&nbsp;Daniel Fonseca Teixeira<sup>1, 2</sup>, Heron Oliveira Hil&aacute;rio<sup>1</sup>, Gilmar Bastos Santos<sup>1</sup>, Daniel Cardoso Carvalho<sup>1*</sup></p> <p>1- Post-Graduate Program in Vertebrate Biology, Pontifical Catholic University of Minas Gerais, PUC Minas, Belo Horizonte 30535-610, Brazil;</p> <p>2- Post-Graduate Program in Genetics, Federal University of Minas Gerais, Belo Horizonte 31270-901, Brazil;</p> <p>The study of ichthyoplankton is paramount to understanding fish assemblages&rsquo; reproductive dynamics. DNA metabarcoding has been applied as a rapid, cost-effective, and accurate taxonomy tool, allowing the identification of multiple individuals simultaneously. However, there remain significant challenges when using DNA metabarcoding, such as molecular marker choice according to the taxonomic resolution and length of the fragment to be sequenced, primer bias, incomplete reference databases, and qualitative inferences incongruences. Here, 30 ichthyoplankton pools collected from a Neotropical river were identified at a molecular level using DNA metabarcoding to compare the resolution, sensibility, specificity and relative read abundance (RRA) recovery of three molecular markers: the standard COI fragment (650pb, with each strand analyzed individually) and two short 12S rRNA genes markers (@ 200bp - NeoFish and MiFish markers). The combined use of the three markers increased the genera detection rates by 25% to 87.5%, allowing an increased taxonomic coverage and robust taxonomic identification of complex Neotropical ichthyoplankton communities. RRA is marker-dependent, indicating caution is still needed whilst inferring species abundance based on DNA metabarcoding data when using PCR-dependent protocols.</p>

opencc-by-4.0Jun 2023View details →
zenodo28/100

Taxonomic position of Betula obscura and Betula pendula var. carelica – analyses of molecular markers and leaves morphology

<p>The file includes 526 AFLP loci of 76 individuals belonging to five species and one variety of <em>Betula</em> genus.</p>

opencc-by-4.0May 2019View details →
ClinicalTrials.gov28/100

Cross-sectional Evaluation of Biological Markers of Cardiovascular Disease in Children and Adolescents With Psoriasis

ClinicalTrials.gov study NCT01122095. IPD Sharing: Not stated. Countries: 1. Publications: 0.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov28/100

Effects of Intranasal Insulin on Neuroimaging Markers and Cognition in Patients With Psychotic Disorders

ClinicalTrials.gov study NCT03943537. IPD Sharing: NO. Countries: 1. Publications: 0.

closedIPD-NOFeb 2026View details →

ScienceDex guides

Understand access before you commit

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

Compare curated datasets

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

ScienceDex for faculty

Your academic CV and NIH biosketch

Make your CV in your school's format and your NIH biosketch from it, then download both as Word files.