cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.27887379
title: Supplementary Material for: Identification of key genes and drug recommendations in diffuse large B-cell lymphoma based on analysis of glutathione-related genes

description: Background: Various malignancies can be efficiently combated by focusing on glutathione. It is unclear how glutathione-related genes link to diffuse large B-cell lymphoma (DLBCL). 
Methods: Clinical information was gathered from DLBCL patients, and differences in glutathione-related differentially expressed genes (DEGs) between DLBCL and healthy groups were found. Enrichment analysis was run on the DEGs associated with glutathione. We discovered hub genes in glutathione, confirmed hub genes’ capacity for diagnosis and function prediction, and estimated drug sensitivity. Immune microenvironmental variations between healthy and DLBCL people were assessed, and hub genes for transcription factor (TF) targeting and miRNAs were found.
Results: The glutathione-related DEGs were linked to biological processes such as response to oxidative stress and response to xenobiotic stimulus, according to enrichment analysis. Out of DEGs associated with glutathione, six hub genes were chosen. In the DLBCL population, there was a notable upregulation of the six hub genes. All the genes’ AUC values in the diagnostic ability category were more than 0.7, showing strong hub gene diagnostic capacity. The DLBCL population had a high level of T cell infiltration, according to immune infiltration analysis techniques. Similar activities, such as the cell cycle G2/M phase transition and the negative control of organelle formation, are demonstrated by gene function prediction for Hub. According to drug sensitivity prediction, there was a favorable link between KPNA2 with Pracinostat, BRCA1 with B-7100, and LEE-011. The gene KPNA2 was shown to be concurrently targeted by many miRNAs and TFs, according to the miRNA-gene-TF interaction network.
Conclusion: The relationship between DLBCL and glutathione-related genes was uncovered by our research, and six glutathione genes were linked to DLBCL. These genes might be used as diagnostic biomarkers or targets for treatment for DLBCL patients.
DOI: 10.6084/m9.figshare.27887379.v1
title: Supplementary Material for: Identification of key genes and drug recommendations in diffuse large B-cell lymphoma based on analysis of glutathione-related genes

description: Background: Various malignancies can be efficiently combated by focusing on glutathione. It is unclear how glutathione-related genes link to diffuse large B-cell lymphoma (DLBCL). 
Methods: Clinical information was gathered from DLBCL patients, and differences in glutathione-related differentially expressed genes (DEGs) between DLBCL and healthy groups were found. Enrichment analysis was run on the DEGs associated with glutathione. We discovered hub genes in glutathione, confirmed hub genes’ capacity for diagnosis and function prediction, and estimated drug sensitivity. Immune microenvironmental variations between healthy and DLBCL people were assessed, and hub genes for transcription factor (TF) targeting and miRNAs were found.
Results: The glutathione-related DEGs were linked to biological processes such as response to oxidative stress and response to xenobiotic stimulus, according to enrichment analysis. Out of DEGs associated with glutathione, six hub genes were chosen. In the DLBCL population, there was a notable upregulation of the six hub genes. All the genes’ AUC values in the diagnostic ability category were more than 0.7, showing strong hub gene diagnostic capacity. The DLBCL population had a high level of T cell infiltration, according to immune infiltration analysis techniques. Similar activities, such as the cell cycle G2/M phase transition and the negative control of organelle formation, are demonstrated by gene function prediction for Hub. According to drug sensitivity prediction, there was a favorable link between KPNA2 with Pracinostat, BRCA1 with B-7100, and LEE-011. The gene KPNA2 was shown to be concurrently targeted by many miRNAs and TFs, according to the miRNA-gene-TF interaction network.
Conclusion: The relationship between DLBCL and glutathione-related genes was uncovered by our research, and six glutathione genes were linked to DLBCL. These genes might be used as diagnostic biomarkers or targets for treatment for DLBCL patients.
DOI: 10.15468/dl.w2qcdn
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alciopidae",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027414-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p13nqwaa
title: Þingmúli Volcanic Complex, eastern Iceland: Pb, Sr, and Nd isotopic data, 2024

description: This dataset consists of seven lava samples that were analyzed for Pb, Sr, and Nd isotopes. The dataset accompanies the planned publication, ‘The geochemical and petrogenetic evolution of Þingmúli central volcano: Insights to magma processes in Iceland’, as well as planned future publications on this volcanic complex. Pb, Sr, and Nd isotope data were used for this study to determine both the mantle source, and the relationship between the lavas (rhyolite to basalt) found at Þingmúli. Samples were collected from Þingmúli central volcano by Amanda Hughes (Edge Hill University, UK) who sent them to the USGS Denver for analysis. The laboratory work and thermal ionization mass spectrometry (TIMS) analyses were performed from April 2024 to Oct 2024.
DOI: 10.15468/dl.k8tr88
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Camellia grijsii var. shensiensis (Hung T.Chang) T.L.Ming"
 ]
}

 The dataset includes 37 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027416-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5vqhdn
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphroditidae",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 102 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027415-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q7w9gs
title: Occurrence Download

description: A dataset containing 1358 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sternaspidae",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1358 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027417-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vnvycx
title: Occurrence Download

description: A dataset containing 1910 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glyceridae",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1910 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027419-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tyj5nj
title: Occurrence Download

description: A dataset containing 7872 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Camellia sinensis (L.) Kuntze"
 ]
}

 The dataset includes 7872 records from 330 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027418-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5955vs
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-84.4385821999999990 33.6702544999999986, -84.4385821999999990 33.6720687899999973, -84.4385821999999990 33.6743870500000000, -84.4385821999999990 33.6762013499999995, -84.4385821999999990 33.6787211999999982, -84.4385821999999990 33.6803339000000008, -84.4355584300000004 33.6803339000000008, -84.4335425900000018 33.6803339000000008, -84.4321314999999970 33.6803339000000008, -84.4299140699999953 33.6803339000000008, -84.4282005999999967 33.6803339000000008, -84.4282005999999967 33.6789227800000006, -84.4282005999999967 33.6774108700000028, -84.4282005999999967 33.6762013499999995, -84.4282005999999967 33.6740846699999992, -84.4282005999999967 33.6717664099999965, -84.4282005999999967 33.6702544999999986, -84.4298132800000047 33.6702544999999986, -84.4318291200000033 33.6702544999999986, -84.4343489299999987 33.6702544999999986, -84.4368687300000005 33.6702544999999986, -84.4385821999999990 33.6702544999999986))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0102076-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rexkwc
title: Occurrence Download

description: A dataset containing 164 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Annesorhiza macrocarpa Eckl. & Zeyh."
 ]
}

 The dataset includes 164 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035245-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rpets9
title: Occurrence Download

description: A dataset containing 208 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Striostrea margaritacea (Lamarck, 1819)"
 ]
}

 The dataset includes 208 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109376-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qvpuht
title: Occurrence Download

description: A dataset containing 424 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Talochlamys gemmulata (Reeve, 1853)"
 ]
}

 The dataset includes 424 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109392-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.64q8pf
title: Occurrence Download

description: A dataset containing 246 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-122.4588236000000023 37.7773308000000014, -122.4588236000000023 37.7780314600000011, -122.4588236000000023 37.7786620500000012, -122.4588236000000023 37.7790123799999975, -122.4588236000000023 37.7797480799999974, -122.4588236000000023 37.7802385399999991, -122.4588236000000023 37.7808340999999999, -122.4581251099999974 37.7808340999999999, -122.4573918199999980 37.7808340999999999, -122.4566585299999986 37.7808340999999999, -122.4558554000000044 37.7808340999999999, -122.4551221100000049 37.7808340999999999, -122.4543189799999965 37.7808340999999999, -122.4534459000000055 37.7808340999999999, -122.4534459000000055 37.7800984100000008, -122.4534459000000055 37.7793627100000009, -122.4534459000000055 37.7788021900000004, -122.4534459000000055 37.7782416599999991, -122.4534459000000055 37.7777161599999971, -122.4534459000000055 37.7773308000000014, -122.4542840600000062 37.7773308000000014, -122.4547729199999964 37.7773308000000014, -122.4554014600000045 37.7773308000000014, -122.4563093400000042 37.7773308000000014, -122.4572172299999977 37.7773308000000014, -122.4577759299999968 37.7773308000000014, -122.4588236000000023 37.7773308000000014))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 246 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080332-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vxfxax
title: Occurrence Download

description: A dataset containing 3151 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (South America, Oceania)",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Araucaria Juss."
 ]
}

 The dataset includes 3151 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008354-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sh6wfb
title: Occurrence Download

description: A dataset containing 6681 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Month is September",
 "TaxonKey is Danaus plexippus (Linnaeus, 1758)",
 "Year 2022-2022"
 ]
}

 The dataset includes 6681 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024299-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x3mtey
title: Occurrence Download

description: A dataset containing 1673 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-88.0074194999999975 42.9883227999999988, -88.0074194999999975 42.9922408600000026, -88.0074194999999975 42.9959412500000013, -88.0074194999999975 42.9992062999999973, -88.0074194999999975 43.0042127099999973, -88.0074194999999975 43.0079131000000032, -88.0074194999999975 43.0100898000000029, -88.0006735900000052 43.0100898000000029, -87.9969742600000018 43.0100898000000029, -87.9932749200000046 43.0100898000000029, -87.9876171100000022 43.0100898000000029, -87.9817417000000006 43.0100898000000029, -87.9780422999999985 43.0100898000000029, -87.9780422999999985 43.0050833900000029, -87.9780422999999985 43.0022536800000026, -87.9780422999999985 42.9979002800000032, -87.9780422999999985 42.9941998899999973, -87.9780422999999985 42.9911525099999992, -87.9780422999999985 42.9883227999999988, -87.9845705999999979 42.9883227999999988, -87.9889227599999941 42.9883227999999988, -87.9921868800000055 42.9883227999999988, -87.9969742600000018 42.9883227999999988, -88.0030672799999962 42.9883227999999988, -88.0074194999999975 42.9883227999999988))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 1673 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088704-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sxajga
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chilabothrus strigilatus (Cope, 1862))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 59 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035242-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vjp8uu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-84.1506475000000052 39.7992024999999998, -84.1506475000000052 39.7992296700000026, -84.1506475000000052 39.7994062900000003, -84.1506475000000052 39.7994334600000030, -84.1506475000000052 39.7998818000000014, -84.1506475000000052 39.8000855900000019, -84.1506475000000052 39.8003437200000008, -84.1506475000000052 39.8003980700000000, -84.1506475000000052 39.8004116500000009, -84.1506475000000052 39.8004252400000027, -84.1506475000000052 39.8004388299999974, -84.1506475000000052 39.8005611000000030, -84.1500224300000070 39.8005611000000030, -84.1495196500000020 39.8005611000000030, -84.1490304600000059 39.8005611000000030, -84.1485276899999945 39.8005611000000030, -84.1482966800000014 39.8005611000000030, -84.1476987799999989 39.8005611000000030, -84.1472231799999975 39.8005611000000030, -84.1466116999999940 39.8005611000000030, -84.1466116999999940 39.8001806899999977, -84.1466116999999940 39.7999497300000016, -84.1466116999999940 39.7999361399999998, -84.1466116999999940 39.7998818000000014, -84.1466116999999940 39.7998682099999996, -84.1466116999999940 39.7998410399999969, -84.1466116999999940 39.7998274600000030, -84.1466116999999940 39.7998002799999995, -84.1466116999999940 39.7996644199999992, -84.1466116999999940 39.7996508399999982, -84.1466116999999940 39.7996372500000035, -84.1466116999999940 39.7992024999999998, -84.1468426999999934 39.7992024999999998, -84.1472503600000010 39.7992024999999998, -84.1477803100000017 39.7992024999999998, -84.1481336199999959 39.7992024999999998, -84.1485956300000026 39.7992024999999998, -84.1491391699999980 39.7992024999999998, -84.1496963000000022 39.7992024999999998, -84.1500631899999973 39.7992024999999998, -84.1506475000000052 39.7992024999999998))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0102116-220831081235567/datasets/export for details.
DOI: 10.15468/dl.equjv8
title: Occurrence Download

description: A dataset containing 738 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Bubo bubo (Linnaeus, 1758)"
 ]
}

 The dataset includes 738 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008355-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5h2rcw
title: Occurrence Download

description: A dataset containing 41840 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Bartsia alpina L."
 ]
}

 The dataset includes 41840 records from 188 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035246-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xwgxja
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Material sample, Occurrence evidence, Observation, Machine Observation, Material citation, Fossil, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Oxuderces dentatus Eydoux & Souleyet, 1850",
 "Year 1950-2022"
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109351-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mjh462
title: Occurrence Download

description: A dataset containing 83537 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Malus sylvestris Mill.)",
 "HasCoordinate is true",
 "Geometry POLYGON ((25.280527 74.385866, 34 74.516506, 34 35.773364,\n 32.861584 35.588421, 26.375071 34.609982, 22.816449 34.504241, 13.627633 36.690862,\n 10.001544 38.719154, -0.356862 36.404548, -9.323257 35.627079, -12.292937 57.408982,\n 25.280527 74.385866))"
 ]
}

 The dataset includes 83537 records from 666 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035638-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.79tuec
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-76.2503167999999931 36.8264240000000029, -76.2503167999999931 36.8272765000000035, -76.2503167999999931 36.8284842200000000, -76.2503167999999931 36.8295498499999994, -76.2503167999999931 36.8304023500000000, -76.2503167999999931 36.8316100700000035, -76.2503167999999931 36.8335282000000035, -76.2484741500000069 36.8335282000000035, -76.2474111899999940 36.8335282000000035, -76.2462064900000058 36.8335282000000035, -76.2445766099999958 36.8335282000000035, -76.2424506899999983 36.8335282000000035, -76.2406789000000060 36.8335282000000035, -76.2406789000000060 36.8322494399999982, -76.2406789000000060 36.8309706900000009, -76.2406789000000060 36.8301892300000020, -76.2406789000000060 36.8289815099999984, -76.2406789000000060 36.8280579700000033, -76.2406789000000060 36.8264240000000029, -76.2423798199999965 36.8264240000000029, -76.2435136499999970 36.8264240000000029, -76.2448600700000014 36.8264240000000029, -76.2463482200000016 36.8264240000000029, -76.2483324199999970 36.8264240000000029, -76.2503167999999931 36.8264240000000029))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 20 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0102072-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kc9f4b
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Abronia montecristoi Hidalgo, 1983)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035260-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.