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1,773
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Dataset results
1,773 results for “Supplementary data,”
Supplementary data for "Profiling the peripheral immune landscape of metastatic HER2+ breast cancer"
<p>Supplementary data (Supplementary Table III.1) and high-resolution versions of figures III.3 - III.9 for Chapter III of the PhD thesis "The effect of dual HER2 blockade on anti-tumor immune cells" (ITQB-NOVA, Oeiras, Portugal).</p>
Supplementary data
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Supplementary data to BANMF-S: a blockwise accelerated non-negative matrix factorization framework with structural network constraints for single cell RNA-seq data imputation
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Supplementary Materials-Raw Data
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Supplementary Data for ICLR
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Supplementary Data for "Information Rate of Meaningful Communication"
<p>See README.md</p>
Supplementary Data forExploring Potential Druggable Gene Targets for Hypertrophic Cardiomyopathy through Mendelian Randomization
<p><em>该数据集包含探索肥厚型心肌病可成药基因靶点的手稿的补充材料</em>。</p>
Supplementary data to: Unravelling driving conditions of rock and ice avalanches and resulting cascading processes in High Mountain Asia
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Supplementary Data for "Predicting Thermodynamic Stability of Inorganic Compounds Using Ensemble Machine Learning Based on Electron Configuration"
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Supplementary text and data for Cao et al. reviewed in Geophysical Research Letters
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Supplementary digital data for Exposure of Insects to Current Use Pesticide Residues in Soil and Vegetation along Spatial and Temporal Distribution in Agricultural Sites
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Supplementary data for TransPharmer
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Supplementary Data
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Supplementary Data for "A Holocene n-alkane stable isotope sequence from Wonderwerk Cave, 1 South Africa and its implications for the Later Stone Age record"
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Supplementary Data and Scripts
<p>Supplementary sata and scripts for assessing the impact of aircraft emissions on urban air quality</p>
Supplementary data from: Fish intake and MRI burden of cerebrovascular disease in older adults
<p><b>Background and Objective:</b> Fish intake may prevent cerebrovascular disease (CVD), yet the mechanisms are unclear, especially regarding its impact on subclinical damage. Assuming that fish may have pleiotropic effect on cerebrovascular health, we investigated the association of fish intake with global CVD burden based on brain MRI markers.</p> <p><b>Methods:</b> This cross-sectional analysis included participants from the Three-City Dijon population-based cohort study (aged ≥65 years) without dementia, stroke, or history of hospitalized cardiovascular disease, who underwent brain MRI with an automated assessment of white matter hyperintensities, visual detection of covert infarcts, and grading of dilated perivascular spaces. Fish intake was assessed through a frequency questionnaire and the primary outcome measure of CVD burden was defined as the first component of a factorial analysis of mixed data applied to MRI markers. The association of fish intake with the CVD burden indicator was studied using linear regressions.</p> <p><b>Results:</b> In total, 1,623 participants (mean age, 72.3 years; 63% women) were included. The first component of factorial analysis (32.4% of explained variance) was associated with higher levels of all three MRI markers. Higher fish intake was associated with lower CVD burden. In a model adjusted for total intracranial volume, compared to participants consuming fish less than once a week, those consuming fish 2 to 3 times per week and ≥4 times per week had a β = -0.19 units (95% CI, -0.37; -0.01) and β = -0.30 (-0.57; -0.03) lower indicator of global CVD burden, respectively (<i>P</i> for trend <0.001). We found evidence of effect modification by age, so that the association of fish to CVD was stronger in younger participants (65-69 years) and not significant in the older age group (≥75 years). For comparison, in the younger age group, consuming fish 2-3 times a week was roughly equivalent (in the opposite direction) to the effect of hypertension, and consuming fish ≥4 times had double that effect.</p> <p><b>Discussion:</b> In this large population-based study, higher frequency of fish intake was associated with lower CVD burden, especially among participants younger than 75 years, suggesting a beneficial effect on brain vascular health before manifestation of overt brain disease.</p>
Supplementary data
<p>The source data for the manuscript and raw data for the transcriptome analysis.</p>
Supplementary data to Shuster, Lawrence, and Yannick Wey: Mapping vowel color and morphology
<p>Supplementary data to: Shuster, Lawrence, and Yannick Wey. 2021. "Mapping vowel color and morphology: A cross-cultural analysis of vocal timbres in four yodeling traditions." <em>AAMW Music and Nature</em> 1: 99–132.</p>
Supplementary material 4 from: Zafeiropoulos H, Gargan L, Hintikka S, Pavloudi C, Carlsson J (2021) The Dark mAtteR iNvestigator (DARN) tool: getting to know the known unknowns in COI amplicon data. Metabarcoding and Metagenomics 5: e69657. https://doi.org/10.3897/mbmg.5.69657
Figure S2
Supplementary material 3 from: Zafeiropoulos H, Gargan L, Hintikka S, Pavloudi C, Carlsson J (2021) The Dark mAtteR iNvestigator (DARN) tool: getting to know the known unknowns in COI amplicon data. Metabarcoding and Metagenomics 5: e69657. https://doi.org/10.3897/mbmg.5.69657
Figure S1
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research 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.
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.
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.
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.
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.