cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5ahbsb
title: Occurrence Download

description: A dataset containing 75870 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, November, December)",
 "TaxonKey is Pelecanus erythrorhynchos Gmelin, 1789",
 "Year 2018-2019"
 ]
}

 The dataset includes 75870 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059924-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sngx8m
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((148.412172 -34.046845, 148.412172 -34.053582, 148.414418 -34.053582, 148.414418 -34.055828, 148.418909 -34.055828, 148.418909 -34.053582, 148.421155 -34.053582, 148.421155 -34.049091, 148.423401 -34.049091, 148.423401 -34.046845, 148.427893 -34.046845, 148.427893 -34.044599, 148.423401 -34.044599, 148.423401 -34.037862, 148.427893 -34.037862, 148.427893 -34.03337, 148.430138 -34.03337, 148.430138 -34.031124, 148.427893 -34.031124, 148.427893 -34.024387, 148.430138 -34.024387, 148.430138 -34.022141, 148.427893 -34.022141, 148.427893 -34.017649, 148.423401 -34.017649, 148.423401 -34.028878, 148.421155 -34.028878, 148.421155 -34.031124, 148.423401 -34.031124, 148.423401 -34.03337, 148.421155 -34.03337, 148.421155 -34.040107, 148.414418 -34.040107, 148.414418 -34.044599, 148.418909 -34.044599, 148.418909 -34.049091, 148.414418 -34.049091, 148.414418 -34.046845, 148.412172 -34.046845)), ((148.412172 -34.046845, 148.412172 -34.044599, 148.40768 -34.044599, 148.40768 -34.046845, 148.412172 -34.046845)), ((148.427893 -34.044599, 148.436876 -34.044599, 148.436876 -34.037862, 148.43463 -34.037862, 148.43463 -34.040107, 148.427893 -34.040107, 148.427893 -34.044599)), ((148.436876 -34.037862, 148.439122 -34.037862, 148.439122 -34.03337, 148.436876 -34.03337, 148.436876 -34.037862)), ((148.436876 -34.03337, 148.436876 -34.031124, 148.43463 -34.031124, 148.43463 -34.03337, 148.436876 -34.03337)), ((148.436876 -34.031124, 148.439122 -34.031124, 148.439122 -34.028878, 148.436876 -34.028878, 148.436876 -34.031124)))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059925-240626123714530/datasets/export for details.
DOI: 10.15468/dl.dzyw57
title: Occurrence Download

description: A dataset containing 22715 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Botrypus virginianus (L.) Michx."
 ]
}

 The dataset includes 22715 records from 309 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059926-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tj5krt
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((149.198202 -34.008666, 149.198202 -34.010912, 149.202693 -34.010912, 149.202693 -34.008666, 149.198202 -34.008666)), ((149.202693 -34.010912, 149.202693 -34.015404, 149.204939 -34.015404, 149.204939 -34.010912, 149.202693 -34.010912)), ((149.202693 -34.015404, 149.195956 -34.015404, 149.195956 -34.010912, 149.19371 -34.010912, 149.19371 -34.017649, 149.195956 -34.017649, 149.195956 -34.028878, 149.198202 -34.028878, 149.198202 -34.031124, 149.204939 -34.031124, 149.204939 -34.022141, 149.202693 -34.022141, 149.202693 -34.015404)), ((149.204939 -34.031124, 149.204939 -34.037862, 149.209431 -34.037862, 149.209431 -34.031124, 149.204939 -34.031124)), ((149.204939 -34.037862, 149.198202 -34.037862, 149.198202 -34.040107, 149.204939 -34.040107, 149.204939 -34.037862)), ((149.204939 -34.040107, 149.204939 -34.044599, 149.211676 -34.044599, 149.211676 -34.037862, 149.209431 -34.037862, 149.209431 -34.040107, 149.204939 -34.040107)), ((149.204939 -34.044599, 149.198202 -34.044599, 149.198202 -34.053582, 149.202693 -34.053582, 149.202693 -34.046845, 149.204939 -34.046845, 149.204939 -34.044599)))"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059927-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nt7yr2
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((149.317229 -34.044599, 149.317229 -34.053582, 149.323966 -34.053582, 149.323966 -34.049091, 149.319475 -34.049091, 149.319475 -34.044599, 149.317229 -34.044599))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059929-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fph96v
title: Occurrence Download

description: A dataset containing 287251 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Botaurus stellaris (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 287251 records from 468 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059921-240626123714530/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.26531824
title: Kano Video Game Study

description: Raw data from Kano Model study
DOI: 10.6084/m9.figshare.26531824.v1
title: Kano Video Game Study

description: Raw data from Kano Model study
DOI: 10.15468/dl.ebjmz9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.84112 -34.046845, 148.84112 -34.053582, 148.843365 -34.053582, 148.843365 -34.046845, 148.84112 -34.046845))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059930-240626123714530/datasets/export for details.
DOI: 10.15468/dl.cq8kgg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.980359 -34.049091, 148.980359 -34.053582, 148.982605 -34.053582, 148.982605 -34.049091, 148.980359 -34.049091))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059931-240626123714530/datasets/export for details.
DOI: 10.15468/dl.8m4y8q
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((149.234134 -34.049091, 149.234134 -34.053582, 149.23638 -34.053582, 149.23638 -34.049091, 149.234134 -34.049091))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059932-240626123714530/datasets/export for details.
DOI: 10.5281/zenodo.13292712
title: Pulsed laser deposition of AuGe alloy on polyethylene terephthalate

description: Spectra recorded by Faraday cup and ion energy analyzer detectors. Spectra and images related the compositional characterization of the polymeric foil covered with AuGe alloy. Measurements related the performance of the manufactured foils for both the growth of cells and as humidity sensor.
DOI: 10.5281/zenodo.13292713
title: Pulsed laser deposition of AuGe alloy on polyethylene terephthalate

description: Spectra recorded by Faraday cup and ion energy analyzer detectors. Spectra and images related the compositional characterization of the polymeric foil covered with AuGe alloy. Measurements related the performance of the manufactured foils for both the growth of cells and as humidity sensor.
DOI: 10.15468/dl.q3ndaa
title: Occurrence Download

description: A dataset listing the 14527 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxon occurrence data for the FungalRoot database"
 ]
}

 The dataset's 14527 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059928-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/2856
title: ISOT-Fake-News-Dataset-FineTuned-2022
DOI: 10.15468/dl.shp48v
title: Occurrence Download

description: A dataset containing 13079 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, November, December)",
 "OccurrenceStatus is Present",
 "TaxonKey is Pelecanus crispus Bruch, 1832",
 "Year 2000-2024"
 ]
}

 The dataset includes 13079 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059933-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.23cy63
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.818662 -34.051336, 148.818662 -34.053582, 148.820907 -34.053582, 148.820907 -34.051336, 148.818662 -34.051336))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059934-240626123714530/datasets/export for details.
DOI: 10.6084/m9.figshare.26531719
title: Oxalate decarboxylase

description: In <i>M.oryzae</i>,<b> </b>the D-erythroascorbic acid (EASC) pathway is the main pathway for synthesizing oxalic acid. Mitochondria serve as intracellular power plants, with TCA cycle being the main energy metabolism process. During the process of power generation, “heat” (H<sub>2</sub>O<sub>2</sub>) is released. EASC is like a radiator, responsible for removing excess “heat” (H<sub>2</sub>O<sub>2</sub>) and ensuring normal cellular metabolism. And, the formation of oxalic acid is a product of EASC clearing excess H<sub>2</sub>O<sub>2 </sub>by TCA cycle. Meanwhile, oxalic acid forms formic acid, which enters the one-carbon cycle to form acetyl-CoA and then enters the TCA cycle. From the perspective of ATP formation, the formation of oxalic acid ensures the carbon cycle and thus the progress of energy metabolism. When the oxalic acid degradation pathway is disrupted (Δ<i>Mooxdc</i>), the <i>M.oryzae</i> produces a stress response, which activates the up-regulation of oxalate oxidase and oxalate transporter protein expression to reduce the damage of excessive oxalate to the cell.
DOI: 10.15468/dl.w7ud3p
title: Occurrence Download

description: A dataset containing 126194 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, November, December)",
 "OccurrenceStatus is Present",
 "TaxonKey is Pelecanus occidentalis Linnaeus, 1766",
 "Year 2015-2017"
 ]
}

 The dataset includes 126194 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059920-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kv6zen
title: Occurrence Download

description: A dataset containing 11958 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Botaurus poiciloptilus (Wagler, 1827)"
 ]
}

 The dataset includes 11958 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059935-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gby3z3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.549166 -34.053582, 148.549166 -34.06032, 148.551412 -34.06032, 148.551412 -34.055828, 148.553657 -34.055828, 148.553657 -34.053582, 148.549166 -34.053582))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059936-240626123714530/datasets/export for details.
DOI: 10.15468/dl.e43qhh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.987097 -34.053582, 148.987097 -34.06032, 148.989342 -34.06032, 148.989342 -34.053582, 148.987097 -34.053582))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059938-240626123714530/datasets/export for details.
DOI: 10.6084/m9.figshare.26509378
title: Data from '<b>Should we really predict the response of wild endotherms to climate change based on thermal responses measured in captivity?</b>'

description: To provide a data-supported commentary on the publication by Beaman et al. 2024 (https://doi.org/10.1098/rspb.2023.1887), data was recovered from Figures from this study, as well as from other sources related to the thermal biology of dovekies (<i>Alle alle</i>).
DOI: 10.6084/m9.figshare.26509378.v1
title: Data from '<b>Should we really predict the response of wild endotherms to climate change based on thermal responses measured in captivity?</b>'

description: To provide a data-supported commentary on the publication by Beaman et al. 2024 (https://doi.org/10.1098/rspb.2023.1887), data was recovered from Figures from this study, as well as from other sources related to the thermal biology of dovekies (<i>Alle alle</i>).
DOI: 10.15468/dl.dbmzqa
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((149.297017 -34.053582, 149.297017 -34.055828, 149.294771 -34.055828, 149.294771 -34.06032, 149.301508 -34.06032, 149.301508 -34.053582, 149.297017 -34.053582))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059939-240626123714530/datasets/export for details.
DOI: 10.15468/dl.rnjsjk
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((149.456469 -34.053582, 149.456469 -34.06032, 149.463206 -34.06032, 149.463206 -34.053582, 149.456469 -34.053582))"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059940-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vqs6ha
title: Occurrence Download

description: A dataset containing 6722840 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyanistes caeruleus (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 6722840 records from 4851 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059937-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tbg39j
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Vachellia tortuosa (L.) Seigler & Ebinger)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 89 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012538-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hnkh4n
title: Occurrence Download

description: A dataset containing 194 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Castanea ozarkensis Ashe)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 194 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012540-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vcvqbj
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (90fd6680-349f-11d8-aa2d-b8a03c50a862, ef807e08-c954-487f-9e70-3cc75f173812, a3c228d0-3110-11db-abb8-b8a03c50a862, 8e1a97a0-3ca8-11d9-8439-b8a03c50a862, 33d232b5-5cc2-4521-8bd6-121c5bb41c32, 061b4f20-f241-11da-a328-b8a03c50a862, 87a78f75-b63e-4c3e-9ecf-7557e13f090e, 396d5f30-dea9-11db-8ab4-b8a03c50a862, 715f7f6c-ddcd-4d41-a836-e89e4d868391)",
 "TaxonKey is Passiflora edulis Sims"
 ]
}

 The dataset includes 132 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012541-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pe6767
title: Occurrence Download

description: A dataset containing 1358 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Castanea pumila (L.) Mill.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 1358 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012542-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jxnfdp
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allium stoloniferum Ownbey & T.D.Jacobson"
 ]
}

 The dataset includes 34 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012543-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.grb5ny
title: Occurrence Download

description: A dataset containing 2928 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is cPlatypus"
 ]
}

 The dataset includes 2928 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012544-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ugpx5t
title: Occurrence Download

description: A dataset containing 2688 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chrysolepis chrysophylla (Douglas ex Hook.) Hjelmq.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 2688 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012545-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4hzvk4
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Quercus acerifolia (E.J.Palmer) Stoynoff & W.J.Hess ex R.J.Jensen)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 31 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012547-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p998gc
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allium telaponense Traub"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012548-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.psjab6
title: Occurrence Download

description: A dataset containing 6045 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Notholithocarpus densiflorus (Hook. & Arn.) Manos, Cannon & S.H.Oh)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 6045 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012546-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26030/06fz-9n89
title: Murine microenvironment metaprofiles associate with human cancer etiology and intrinsic subtypes

description: We developed a mouse model that captures radiation effects on host biology by transplanting unirradiated Trp53 null mammary tissue to sham or irradiated hosts. Gene expression profiles of tumors that arose in irradiated mice are distinct from those that arose in naive hosts. Host irradiation induces a metaprofile consisting of gene modules representing stem cells, cell motility, macrophages and autophagy. Human orthologs of the host irradiation metaprofile discriminated between radiation-preceded and sporadic human thyroid cancers. An irradiated host centroid was strongly associated with estrogen receptor negative breast cancer. When applied to sporadic human breast cancers, the irradiated host metaprofile strongly associated with basal-like and claudin-low breast cancer intrinsic subtypes. Comparing host irradiation in the context of TGFB levels showed that inflammation was robustly associated with claudin-low tumors. The association of the irradiated host metaprofiles with estrogen receptor negative status and claudin-low subtype suggests that host processes similar to those induced by radiation underlie sporadic cancers. Total RNA was extracted from mammary tumors derived from transplantations of non-irradiated p53null mammary fragments into irradiated hosts. We analyized a total of 32 p53null tumors from irradiated wild type mice: 9 from sham-irradiated hosts, and 23 from irradiated hosts. We also analyzed 24 tumors from irradiated TGFb1 heterozygote hosts: 6 from sham-irradiated hosts, and 18 from irradiated hosts.