cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.estzir
title: Occurrence Download

description: A dataset containing 820 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus conspersa Benth."
 ]
}

 The dataset includes 820 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000857-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a4m5w8
title: Occurrence Download

description: A dataset containing 152 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Camellia petelotii (Merr.) Sealy"
 ]
}

 The dataset includes 152 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077894-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gwrvde
title: Occurrence Download

description: A dataset containing 570 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Macrosaccus robiniella (Clemens, 1859)"
 ]
}

 The dataset includes 570 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0230540-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3g6mz4
title: Occurrence Download

description: A dataset containing 6779 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-12.42848 49.29564,1.95369 49.29564,1.95369 59.65768,-12.42848 59.65768,-12.42848 49.29564))",
 "TaxonKey is Bombus muscorum (Linnaeus, 1758)"
 ]
}

 The dataset includes 6779 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078300-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a9uje3
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Italy",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Trachemys scripta scripta",
 "Year 1970-2020"
 ]
}

 The dataset includes 141 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078288-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2vxezt
title: Occurrence Download

description: A dataset containing 13228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Morelia spilota (Lacépède, 1804))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13228 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078307-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fgx55x
title: Occurrence Download

description: A dataset containing 389 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Material citation)",
 "Country is one of (Guatemala, Mexico, El Salvador, Belize, Honduras)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Capsicum rhomboideum (Dunal) Kuntze"
 ]
}

 The dataset includes 389 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078317-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.72m5fu
title: Occurrence Download

description: A dataset containing 149 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Laticorophium baconi (Shoemaker, 1934)"
 ]
}

 The dataset includes 149 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078310-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cmwtnq
title: Occurrence Download

description: A dataset containing 6845 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "IucnRedListCategory is one of (LC, NT, VU, EN, CR)",
 "OccurrenceStatus is Present",
 "TaxonKey is Carnivora",
 "Year 2022-2024"
 ]
}

 The dataset includes 6845 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016517-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2j94mx
title: Occurrence Download

description: A dataset containing 475 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Material citation)",
 "Country is one of (Guatemala, Mexico, El Salvador, Belize, Honduras)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Solanum lycopersicum L."
 ]
}

 The dataset includes 475 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078299-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r9pejm
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "TaxonKey is Desmopsis neglecta (A.Rich.) R.E.Fr."
 ]
}

 The dataset includes 14 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078308-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.er36y9
title: Occurrence Download

description: A dataset containing 183 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hoita orbicularis (Lindl.) Rydb.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (United States of America, Canada)"
 ]
}

 The dataset includes 183 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0270231-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vj5jch
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Italy",
 "Geometry POLYGON((-4.66277 34.74421,31.66277 34.74421,31.66277 49.25579,-4.66277 49.25579,-4.66277 34.74421))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Artemisia caerulescens subsp. cretacea (Fiori) Brilli-Catt. & Gubellini",
 "Year 1970-2020"
 ]
}

 The dataset includes 56 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078294-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wcysvq
title: Occurrence Download

description: A dataset containing 961 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Orgyia pseudotsugata McDunnough, 1921)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 961 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078304-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.29nffh
title: Occurrence Download

description: A dataset containing 475 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sesbania grandiflora (L.) Poir.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 475 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078322-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8s9ckr
title: Occurrence Download

description: A dataset containing 365 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Photinus anisodrilus Zaragoza, 2007"
 ]
}

 The dataset includes 365 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078296-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cqvzqy
title: Occurrence Download

description: A dataset containing 29803 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tiliqua scincoides (White, 1790))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 29803 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078311-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8zj6gx
title: Occurrence Download

description: A dataset listing the 5145 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 {
 "or" : [
 "StateProvince ~Risaralda",
 "StateProvince is risaralda",
 "StateProvince is risaralda department",
 "StateProvince is risaralda dept."
 ]
 },
 "Year 2013-2023"
 ]
 }
 ]
}

 The dataset's 5145 records were derived from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016507-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.srbhaf
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Promenetus exacuous (Say, 1821)",
 "Year 2000-2024"
 ]
}

 The dataset includes 49 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078295-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8srgr3
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Julia japonica Kuroda & Habe, 1951",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 8 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056505-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3qflgh
title: Occurrence Download

description: A dataset containing 849 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scinax rostratus (Peters, 1863)"
 ]
}

 The dataset includes 849 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006813-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z529ur
title: Occurrence Download

description: A dataset listing the 34179 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((100.8021 19.61412,107.68661 19.61412,107.68661 23.04066,100.8021 23.04066,100.8021 19.61412))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 34179 records were derived from 933 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016531-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8zzcs5
title: Occurrence Download

description: A dataset containing 281 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "OccurrenceStatus is Present",
 "TaxonKey is Anaecypris hispanica (Steindachner, 1866)"
 ]
}

 The dataset includes 281 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006702-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fr4mh5
title: Occurrence Download

description: A dataset containing 2390 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Microphthalmus Mecznikow, 1865"
 ]
}

 The dataset includes 2390 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013684-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s5baww
title: Occurrence Download

description: A dataset containing 3136 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hesionura Hartmann-Schröder, 1958"
 ]
}

 The dataset includes 3136 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013683-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gtg6e8
title: Occurrence Download

description: A dataset containing 139 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((49.49728 37.23448, 49.66551 37.23448, 49.66551 37.32268, 49.49728 37.32268, 49.49728 37.23448))",
 "Year is greater than or equal to 2013",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 139 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013685-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25502/2gaw-x220/d
title: Oviposition performance of Fall armyworm Spodoptera frugiperda (Lepidoptera: Noctuidae) on different host plant species
DOI: 10.15468/dl.v84fva
title: Occurrence Download

description: A dataset containing 56295 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vespa velutina nigrithorax Buysson, 1905"
 ]
}

 The dataset includes 56295 records from 177 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013681-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/5x8q-de66
title: Non-invasive Handwriting Imagery EEG

description: The dataset consists of EEG recorded non-invasively from five participants while they are performing a handwriting imagery task, in which each participant was instructed to imagine the process of handwriting the 26 English letters. Major preprocessing steps have been conducted, including large-amplitude artifact removal using Independent Component Analysis and bandpass filtering between 0.1-45 Hz.
DOI: 10.15468/dl.fmcq7e
title: Occurrence Download

description: A dataset containing 252 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((43.72264 -12.31346, 43.77827 -12.31346, 43.77827 -12.2645, 43.72264 -12.2645, 43.72264 -12.31346))",
 "Year is greater than or equal to 2013",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 252 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013686-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13341561
title: Ex vivo modeling of  precision immuno-oncology responses in lung cancer

description: Single-cell RNA-sequencing (scRNA-seq) data from paired lung cancer organoids and immune cells. The experiment was performed using the Single Cell 5' solution of 10X Genomics. 

The dataset includes 15 samples from 4 multiplexed experiments. The multiplexing was performed using the Feature Barcoding technology of 10X Genomics.




Sample name
Multiplexed experiment
Donor
Hashtag name
Description


1-PBMCs_lung-19
PBMCs_demux
Lung-19
Hashtag_1
Untreated, baseline PBMCs for Lung-19


2-PBMCs_lung-35
PBMCs_demux
Lung-35
Hashtag_2
Untreated, baseline PBMCs for Lung-35


3-PBMCs_Lung-25
PBMCs_demux
Lung-25
Hashtag_3
Untreated, baseline PBMCs for Lung-25


4-T_cells_Lung-19
PBMCs_demux
Lung-19
Hashtag_4
Tumor-stimulated immune cells for Lung-19


5-T_cells_Lung-35
PBMCs_demux
Lung-35
Hashtag_5
Tumor-stimulated immune cells for Lung-35


6-T_cells_Lung-25
PBMCs_demux
Lung-25
Hashtag_6
Tumor-stimulated immune cells for Lung-25


1-Lung-19_tumor_cells
Tumor_cells_1_demux
Lung-19
Hashtag_1
Tumor cells alone for Lung-19


2-Lung-35_T_tumor_cells
Tumor_cells_1_demux
Lung-35
Hashtag_2
Tumor cells alone for Lung-35


3-Lung-25_tumor_cells
Tumor_cells_1_demux
Lung-25
Hashtag_3
Tumor cells alone for Lung-25


1-Lung-19_tumor_cells_T_cells
Tumor_cells_2_demux
Lung-19
Hashtag_7
Tumor cells and ts-immune cells for Lung-19


2-Lung-35_T_tumor_cells_T_cells
Tumor_cells_2_demux
Lung-35
Hashtag_8
Tumor cells and ts-immune cells for Lung-35


3-Lung-25_tumor_cells_T_cells
Tumor_cells_2_demux
Lung-25
Hashtag_9
Tumor cells and ts-immune cells for Lung-25


1-Lung-19_tumor_cells_T_cells_Nivolumab
Tumor_cells_3_demux
Lung-19
Hashtag_10
Tumor cells and ts-immune cells + Nivolumab for Lung-19


2-Lung-35_T_tumor_cells_T_cells_Nivolumab
Tumor_cells_3_demux
Lung-35
Hashtag_12
Tumor cells and ts-immune cells + Nivolumab for Lung-35


3-Lung-25_tumor_cells_T_cells_Nivolumab
Tumor_cells_3_demux
Lung-25
Hashtag_13
Tumor cells and ts-immune cells + Nivolumab for Lung-25




This Zenodo repository provides:



Processed RNA-seq and hashtag oligo sequencing (HTO-seq) data (feature_bc_matrices.zip)

Hashtag names and sequences (Custom_CMO_set.csv), which are needed to rerun Cellranger

Seurat v5 objects (seurat_object_all_tumor_cells.rds, seurat_object_all_immune_cells.rds, seurat_object_PBMCs_demux.rds)


This Zenodo repository does not provide:



Sensitive raw sequencing data

Sensitive metadata


The raw data generated from the scRNA sequencing is available at the European Genome-phenome Archive (EGA; https://ega-archive.org) under accession number EGAD50000000845.





 

To cite our work:

Bassel Alsaed et al. Ex vivo modeling of precision immuno-oncology responses in lung cancer.Sci. Adv.10,eadq6830(2024).DOI:10.1126/sciadv.adq6830
DOI: 10.5281/zenodo.13341562
title: Ex vivo modeling of  precision immuno-oncology responses in lung cancer

description: Single-cell RNA-sequencing (scRNA-seq) data from paired lung cancer organoids and immune cells. The experiment was performed using the Single Cell 5' solution of 10X Genomics. 

The dataset includes 15 samples from 4 multiplexed experiments. The multiplexing was performed using the Feature Barcoding technology of 10X Genomics.




Sample name
Multiplexed experiment
Donor
Hashtag name
Description


1-PBMCs_lung-19
PBMCs_demux
Lung-19
Hashtag_1
Untreated, baseline PBMCs for Lung-19


2-PBMCs_lung-35
PBMCs_demux
Lung-35
Hashtag_2
Untreated, baseline PBMCs for Lung-35


3-PBMCs_Lung-25
PBMCs_demux
Lung-25
Hashtag_3
Untreated, baseline PBMCs for Lung-25


4-T_cells_Lung-19
PBMCs_demux
Lung-19
Hashtag_4
Tumor-stimulated immune cells for Lung-19


5-T_cells_Lung-35
PBMCs_demux
Lung-35
Hashtag_5
Tumor-stimulated immune cells for Lung-35


6-T_cells_Lung-25
PBMCs_demux
Lung-25
Hashtag_6
Tumor-stimulated immune cells for Lung-25


1-Lung-19_tumor_cells
Tumor_cells_1_demux
Lung-19
Hashtag_1
Tumor cells alone for Lung-19


2-Lung-35_T_tumor_cells
Tumor_cells_1_demux
Lung-35
Hashtag_2
Tumor cells alone for Lung-35


3-Lung-25_tumor_cells
Tumor_cells_1_demux
Lung-25
Hashtag_3
Tumor cells alone for Lung-25


1-Lung-19_tumor_cells_T_cells
Tumor_cells_2_demux
Lung-19
Hashtag_7
Tumor cells and ts-immune cells for Lung-19


2-Lung-35_T_tumor_cells_T_cells
Tumor_cells_2_demux
Lung-35
Hashtag_8
Tumor cells and ts-immune cells for Lung-35


3-Lung-25_tumor_cells_T_cells
Tumor_cells_2_demux
Lung-25
Hashtag_9
Tumor cells and ts-immune cells for Lung-25


1-Lung-19_tumor_cells_T_cells_Nivolumab
Tumor_cells_3_demux
Lung-19
Hashtag_10
Tumor cells and ts-immune cells + Nivolumab for Lung-19


2-Lung-35_T_tumor_cells_T_cells_Nivolumab
Tumor_cells_3_demux
Lung-35
Hashtag_12
Tumor cells and ts-immune cells + Nivolumab for Lung-35


3-Lung-25_tumor_cells_T_cells_Nivolumab
Tumor_cells_3_demux
Lung-25
Hashtag_13
Tumor cells and ts-immune cells + Nivolumab for Lung-25




This Zenodo repository provides:



Processed RNA-seq and hashtag oligo sequencing (HTO-seq) data (feature_bc_matrices.zip)

Hashtag names and sequences (Custom_CMO_set.csv), which are needed to rerun Cellranger

Seurat v5 objects (seurat_object_all_tumor_cells.rds, seurat_object_all_immune_cells.rds, seurat_object_PBMCs_demux.rds)


This Zenodo repository does not provide:



Sensitive raw sequencing data

Sensitive metadata


The raw data generated from the scRNA sequencing is available at the European Genome-phenome Archive (EGA; https://ega-archive.org) under accession number EGAD50000000845.





 

To cite our work:

Bassel Alsaed et al. Ex vivo modeling of precision immuno-oncology responses in lung cancer.Sci. Adv.10,eadq6830(2024).DOI:10.1126/sciadv.adq6830
DOI: 10.15468/dl.56ccuu
title: Occurrence Download

description: A dataset containing 10811053 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "Geometry POLYGON((10.88132 41.80808,11.73673 48.65502,3.98094 52.32289,-5.23834 49.84965,-6.22157 45.35909,-2.93267 42.05874,3.58047 39.96859,10.56971 38.88107,10.88132 41.80808))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 2010-2020"
 ]
}

 The dataset includes 10811053 records from 621 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013675-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.