cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30266676
title: Inflammatory-immune crosstalk in aneurysmal subarachnoid hemorrhage: bidirectional Mendelian randomization and causal mediation evidence

description: The causal interplay between inflammatory mediators and immune cell phenotypes in aneurysmal subarachnoid hemorrhage (aSAH) remains undefined. We investigated whether immune surface antigens influence rupture risk through inflammatory protein mediation. Using European genetic consortium data, we implemented an integrated Mendelian randomization (MR) framework. First, univariable MR assessed effects of 731 immune cell traits and 91 inflammatory proteins on rupture risk. Second, two-step MR quantified mediation effects where exposures influenced both mediator and outcome. Third, multivariable MR determined direct effects after mediator adjustment. Sensitivity analyses controlled for smoking, systolic blood pressure, and lipid levels. Elevated CD4 abundance on plasma CD28+ CD4+ T cells reduced rupture risk [OR (odds ratio) = 0.901; <i>p</i> = 0.004]. Serum CX3CL1 mediated 12% of this protection (OR <sub>mediation</sub> = 0.987; two-step MR <i>p</i> &lt; 0.05). The direct protective effect persisted after CX3CL1 adjustment (OR <sub>direct</sub> = 0.913; multivariable MR <i>p</i> = 0.013). Separately, interleukin-7 demonstrated strong independent risk effects (OR = 2.027; <i>p</i> = 1.29×10<sup>− 4</sup>, Bonferroni-corrected). Our comprehensive screen additionally identified multiple immuno-inflammatory factors significantly associated with aSAH risk (univariable MR <i>p</i>&lt;0.05), further evidencing the complex immunoinflammatory network in rupture pathogenesis. No pathway showed significant confounding by cardiometabolic factors. We establish a novel immune-inflammatory axis wherein CD4+ T cell surface signatures confer protection against intracranial aneurysm rupture partially through CX3CL1 downregulation, while interleukin-7 independently promotes rupture. These findings reveal actionable targets for risk stratification and immunomodulatory interventions.
DOI: 10.6084/m9.figshare.30266676.v1
title: Inflammatory-immune crosstalk in aneurysmal subarachnoid hemorrhage: bidirectional Mendelian randomization and causal mediation evidence

description: The causal interplay between inflammatory mediators and immune cell phenotypes in aneurysmal subarachnoid hemorrhage (aSAH) remains undefined. We investigated whether immune surface antigens influence rupture risk through inflammatory protein mediation. Using European genetic consortium data, we implemented an integrated Mendelian randomization (MR) framework. First, univariable MR assessed effects of 731 immune cell traits and 91 inflammatory proteins on rupture risk. Second, two-step MR quantified mediation effects where exposures influenced both mediator and outcome. Third, multivariable MR determined direct effects after mediator adjustment. Sensitivity analyses controlled for smoking, systolic blood pressure, and lipid levels. Elevated CD4 abundance on plasma CD28+ CD4+ T cells reduced rupture risk [OR (odds ratio) = 0.901; <i>p</i> = 0.004]. Serum CX3CL1 mediated 12% of this protection (OR <sub>mediation</sub> = 0.987; two-step MR <i>p</i> &lt; 0.05). The direct protective effect persisted after CX3CL1 adjustment (OR <sub>direct</sub> = 0.913; multivariable MR <i>p</i> = 0.013). Separately, interleukin-7 demonstrated strong independent risk effects (OR = 2.027; <i>p</i> = 1.29×10<sup>− 4</sup>, Bonferroni-corrected). Our comprehensive screen additionally identified multiple immuno-inflammatory factors significantly associated with aSAH risk (univariable MR <i>p</i>&lt;0.05), further evidencing the complex immunoinflammatory network in rupture pathogenesis. No pathway showed significant confounding by cardiometabolic factors. We establish a novel immune-inflammatory axis wherein CD4+ T cell surface signatures confer protection against intracranial aneurysm rupture partially through CX3CL1 downregulation, while interleukin-7 independently promotes rupture. These findings reveal actionable targets for risk stratification and immunomodulatory interventions.
DOI: 10.34740/kaggle/dsv/13216944
title: 🎮online gaming behavior dataset
DOI: 10.15468/dl.wsqhqk
title: Occurrence Download

description: A dataset containing 312 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vespidae",
 "Year is 1939",
 "Continent is Europe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 312 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040594-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7hwku3
title: Occurrence Download

description: A dataset containing 2107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2016",
 "Geometry POLYGON ((25.25527 37.5868, 25.24888 37.61318, 25.23889 37.62194, 25.21417 37.63221, 25.18777 37.64152, 25.13722 37.64472, 25.07874 37.65082, 25.05389 37.67582, 25.04222 37.67666, 25.01056 37.6775, 24.9764 37.67403, 24.97888 37.6625, 24.995 37.64, 25.11389 37.5511, 25.16833 37.53277, 25.19582 37.52749, 25.20582 37.52722, 25.23 37.53541, 25.25527 37.5868))"
 ]
}

 The dataset includes 2107 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040595-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e208751v1
title: National Neighborhood Data Archive (NaNDA): Eating and Drinking Places by Census Tract and ZCTA, United States, 1990-2021

description: This dataset contains measures of the number and density of eating and drinking places per United States Census Tract or ZIP Code Tabulation Area (ZCTA) from 1990 through 2021. The dataset includes four separate files for four different geographic areas (GIS shapefiles from the United States Census Bureau). The four geographies include:● Census Tract 2010 ● Census Tract 2020● ZIP Code Tabulation Area (ZCTA) 2010 ● ZIP Code Tabulation Area (ZCTA) 2020<br><br>Information about which dataset to use can be found in the Usage Notes section of this document.
description: SIC code identified public-facing eating and drinking places in the fifty United States including Alaska and Hawaii and the US island territories. Smallest Geographic Unit: Census Tract
description: other;
DOI: 10.15468/dl.gjbwct
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cardamine chelidonia",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 57 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040596-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hskjf9
title: Occurrence Download

description: A dataset containing 580 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Specimen)",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Medicago sativa",
 "Year 1970-2025"
 ]
}

 The dataset includes 580 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040599-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czbbtz
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vespidae",
 "Year is 1939",
 "Continent is North America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 138 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040598-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9pzky5
title: Occurrence Download

description: A dataset containing 1530 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2016",
 "Geometry POLYGON ((24.3118 37.53388, 24.36861 37.58305, 24.38138 37.59693, 24.39514 37.61583, 24.41139 37.65319, 24.39417 37.67334, 24.36874 37.68222, 24.35082 37.68222, 24.33083 37.6793, 24.29959 37.65639, 24.28375 37.63124, 24.27485 37.61277, 24.26945 37.59097, 24.2768 37.52896, 24.28528 37.52472, 24.29861 37.52638, 24.3118 37.53388))"
 ]
}

 The dataset includes 1530 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040601-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7k2sv9
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is 0e2f2e28-7790-4c82-b8fb-6ef7b4c764e2",
 "TaxonKey is Apocynaceae"
 ]
}

 The dataset includes 123 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040603-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.be9v8c
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is 0e2f2e28-7790-4c82-b8fb-6ef7b4c764e2",
 "TaxonKey is Cactaceae"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040604-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8nvnnv
title: Occurrence Download

description: A dataset containing 13340 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arapaima agassizii, Arapaima leptosoma, Arapaima mapae, Labeobarbus, Barbus anoplus, Barbus apleurogramma, Barbus callensis, Barbus holotaenia, Barbus perince, Carlastyanax aurocaudatus, Hemigrammocapoeta kemali, Labeobarbus capensis, Loricaria prolixa, Rivulus punctatus, Rutilus aula)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 13340 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040608-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zzgf7f
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cochlearia officinalis",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040605-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3tfh57
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cochlearia officinalis",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040606-250920141307145/datasets/export for details.
DOI: 10.15468/dl.wj8jek
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cochlearia officinalis",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040607-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17252654
title: Medición del Acceso Abierto en las universidades españolas y el CSIC (2019-2023)

description: Medición del acceso abierto en las universidades y centros de investigación del CSIC, periodo 2019-2023, realizada por la Línea II del Plan Estratégico de REBIUN (Red de Bibliotecas Universitarias Españolas) 2024-2027.
DOI: 10.5281/zenodo.17252653
title: Medición del Acceso Abierto en las universidades españolas y el CSIC (2019-2023)

description: Medición del acceso abierto en las universidades y centros de investigación del CSIC, periodo 2019-2023, realizada por la Línea II del Plan Estratégico de REBIUN (Red de Bibliotecas Universitarias Españolas) 2024-2027.
DOI: 10.15468/dl.aed84t
title: Occurrence Download

description: A dataset containing 193 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vespidae",
 "Year is 1940",
 "Continent is Europe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 193 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040609-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6vnuz6
title: Occurrence Download

description: A dataset containing 2369 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2016",
 "Geometry POLYGON ((26.21499 37.55888, 26.26749 37.5911, 26.30542 37.61666, 26.32333 37.63472, 26.35693 37.67249, 26.35867 37.68395, 26.31249 37.68, 26.08083 37.63554, 26.06624 37.63096, 26.04695 37.61638, 25.98305 37.54555, 25.97493 37.52708, 25.97888 37.51194, 25.98416 37.50694, 26.02083 37.51444, 26.21499 37.55888))"
 ]
}

 The dataset includes 2369 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040610-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zrzxva
title: Occurrence Download

description: A dataset containing 1720 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Données opportunistes faune du Groupe d'Étude et de Protection des Oiseaux en Guyane. - Données d'observations de carnivores de Guyane. Extraction de Faune Guyane en 12/2019"
 ]
}

 The dataset includes 1720 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040613-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28990130
title: Global dataset for realized thermal and aridity niche limits for terrestrial vertebrates

description: The files are in a spreadsheet format, with Month_Limits.csv containing lower and upper thermal tolerance limits for birds, mammals, reptiles, and amphibians for each month, and Yearly_Average_Limits.csv containing the averaged lower and upper thermal limit over all months for each species. Monthly_Limits.csv file contains 12 rows for each species, one for each month of the year. Column MonthNumber contains monthly numeric code and MonthName contains the three letter abbreviation. Both Month_Limits.csv and Yearly_Average_Limits.csv contain columns TMin and TMax, which contain the lower and upper thermal tolerance limit value, and AMin and AMax which contain the lower and upper aridity tolerance limit value.Due to the frequency of species synonyms the file Synonym_List.csv provides a comma-separated values (CSV) file with two columns: “Synonym” which lists species binomials known to be synonyms of accepted species binomials, and "IUCN_Binomial" which contains species binomials used by the IUCN Red List to cross compare with synonymous binomials.
DOI: 10.6084/m9.figshare.28990130.v2
title: Global dataset for realized thermal and aridity niche limits for terrestrial vertebrates

description: The files are in a spreadsheet format, with Month_Limits.csv containing lower and upper thermal tolerance limits for birds, mammals, reptiles, and amphibians for each month, and Yearly_Average_Limits.csv containing the averaged lower and upper thermal limit over all months for each species. Monthly_Limits.csv file contains 12 rows for each species, one for each month of the year. Column MonthNumber contains monthly numeric code and MonthName contains the three letter abbreviation. Both Month_Limits.csv and Yearly_Average_Limits.csv contain columns TMin and TMax, which contain the lower and upper thermal tolerance limit value, and AMin and AMax which contain the lower and upper aridity tolerance limit value.Due to the frequency of species synonyms the file Synonym_List.csv provides a comma-separated values (CSV) file with two columns: “Synonym” which lists species binomials known to be synonyms of accepted species binomials, and "IUCN_Binomial" which contains species binomials used by the IUCN Red List to cross compare with synonymous binomials.
DOI: 10.25574/44124
title: Chandra X-ray Observatory ObsId 44124
DOI: 10.6084/m9.figshare.28990130.v1
title: Global dataset for realized thermal and aridity niche limits for terrestrial vertebrates

description: The files are in a spreadsheet format, with Month_Limits.csv containing lower and upper thermal tolerance limits for birds, mammals, reptiles, and amphibians for each month, and Yearly_Average_Limits.csv containing the averaged lower and upper thermal limit over all months for each species. Monthly_Limits.csv file contains 12 rows for each species, one for each month of the year. Column MonthNumber contains monthly numeric code and MonthName contains the three letter abbreviation. Both Month_Limits.csv and Yearly_Average_Limits.csv contain columns TMin and TMax, which contain the lower and upper thermal tolerance limit value, and AMin and AMax which contain the lower and upper aridity tolerance limit value.Due to the frequency of species synonyms the file Synonym_List.csv provides a comma-separated values (CSV) file with two columns: “Synonym” which lists species binomials known to be synonyms of accepted species binomials, and "IUCN_Binomial" which contains species binomials used by the IUCN Red List to cross compare with synonymous binomials.
DOI: 10.15468/dl.agzbc8
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cochlearia officinalis",
 "Country is Portugal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040611-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xzprvu
title: Occurrence Download

description: A dataset containing 130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vespidae",
 "Year is 1940",
 "Continent is North America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 130 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040614-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fpxvyq
title: Occurrence Download

description: A dataset containing 1766 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Puma concolor"
 ]
}

 The dataset includes 1766 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040615-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17252714
title: Deciphering CO2 flux and fluorescent DOM origins in the carbon cycle of Kaptai Lake

description: The Excel file contains primary field monitoring data organized as follows:



Sheet 1 presents 24-hour water quality parameters recorded at one-minute intervals.

Sheet 2 provides 24-hour carbon dioxide (CO₂) measurements at one-minute intervals

Sheet 3 includes spatially collected optical indices data.
DOI: 10.5281/zenodo.17252715
title: Deciphering CO2 flux and fluorescent DOM origins in the carbon cycle of Kaptai Lake

description: The Excel file contains primary field monitoring data organized as follows:



Sheet 1 presents 24-hour water quality parameters recorded at one-minute intervals.

Sheet 2 provides 24-hour carbon dioxide (CO₂) measurements at one-minute intervals

Sheet 3 includes spatially collected optical indices data.
DOI: 10.15468/dl.dnm693
title: Occurrence Download

description: A dataset containing 17126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2016",
 "Geometry POLYGON ((27.02861 37.77166, 26.98889 37.78194, 26.74598 37.81124, 26.72972 37.80805, 26.66764 37.79124, 26.59736 37.75833, 26.57222 37.73236, 26.58111 37.68721, 26.59541 37.67596, 26.61332 37.68027, 26.62194 37.68611, 26.64541 37.69721, 26.68694 37.70499, 26.70847 37.70832, 26.75013 37.69291, 26.81806 37.63665, 26.89556 37.66527, 27.03972 37.70277, 27.06368 37.70736, 27.06693 37.72722, 27.02861 37.77166))"
 ]
}

 The dataset includes 17126 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040616-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3vn4hz
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Urceolina bonplandii"
 ]
}

 The dataset includes 45 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040619-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13243910
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.b96229
title: Occurrence Download

description: A dataset containing 20944 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is NT Waterbird Colonies Species, Northern Territory, Australia (1990-1999)"
 ]
}

 The dataset includes 20944 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040617-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.62csam
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crambe maritima",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040618-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.