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262 results for “tumor heterogeneity”

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geo16/100

A Functional Role of OLIG2 in Tumor Heterogeneity of MYC-amplified Medulloblastoma

GEO Series GSE188887. Homo sapiens. 12 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenNov 2021View details →
geo16/100

A quadrivalent in vivo CAR-macrophage serve as cell vaccine to repress solid tumors and overcome tumor heterogeneity through antigen spreading

GEO Series GSE316356. Mus musculus. 18 samples. Type: Expression profiling by high throughput sequencing; Other.

openGEO-OpenJan 2026View details →
geo12/100

Assessment of tumor heterogeneity, as evidenced by gene expression profiles, pathway activation, and gene copy number, in patients with multifocal invasive lobular breast tumors [gene expression]

GEO Series GSE79058. Homo sapiens. 76 samples. Type: Expression profiling by array.

openGEO-OpenApr 2016View details →
geo12/100

Emergent metastatic heterogeneity of primary tumor cells is restricted by the Ig-transmembrane protein VSIG III

GEO Series GSE146312. Homo sapiens. 6 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenNov 2020View details →
geo12/100

Assessment of tumor heterogeneity, as evidenced by gene expression profiles, pathway activation, and gene copy number, in patients with multifocal invasive lobular breast tumors

GEO Series GSE79171. Homo sapiens. 160 samples. Type: Expression profiling by array; Genome variation profiling by array.

openGEO-OpenApr 2016View details →
geo12/100

Assessment of tumor heterogeneity, as evidenced by gene expression profiles, pathway activation, and gene copy number, in patients with multifocal invasive lobular breast tumors [gene copy number]

GEO Series GSE79170. Homo sapiens. 84 samples. Type: Genome variation profiling by array.

openGEO-OpenApr 2016View details →
geo12/100

Emergent metastatic heterogeneity of primary tumor cells is restricted by the Ig-transmembrane protein VSIG V

GEO Series GSE146314. Homo sapiens. 9 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenNov 2020View details →
geo12/100

Emergent metastatic heterogeneity of primary tumor cells is restricted by the Ig-transmembrane protein VSIG VI

GEO Series GSE146315. Homo sapiens. 9 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenNov 2020View details →
geo12/100

Archetype tasks link intratumoral heterogeneity to plasticity in recalcitrant small cell lung cancer [Human tumor]

GEO Series GSE193960. Homo sapiens. 2 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenJul 2022View details →
CCDI Data Catalog12/100

Profiling the transcriptional heterogeneity of diverse pediatric solid tumors - Other solid tumors

For more information, including a more complete description, data generator contact information, and reference, please see: https://scpca.alexslemonade.org/projects/SCPCP000012.

unknownView details →
CCDI Data Catalog12/100

Profiling the transcriptional heterogeneity of diverse pediatric solid tumors - Non-rhabdomyosarcoma soft tissue sarcomas

For more information, including a more complete description, data generator contact information, and reference, please see: https://scpca.alexslemonade.org/projects/SCPCP000013.

unknownView details →
CCDI Data Catalog12/100

Profiling the transcriptional heterogeneity of diverse pediatric solid tumors - Wilms tumor

For more information, including a more complete description, data generator contact information, and reference, please see: https://scpca.alexslemonade.org/projects/SCPCP000014.

unknownView details →
CCDI Data Catalog12/100

Profiling the transcriptional heterogeneity of diverse pediatric solid tumors - Ewing sarcoma

For more information, including a more complete description, data generator contact information, and reference, please see: https://scpca.alexslemonade.org/projects/SCPCP000015.

unknownView details →
CCDI Data Catalog12/100

Profiling the transcriptional heterogeneity of diverse pediatric solid tumors - Rhabdoid tumor

For more information, including a more complete description, data generator contact information, and reference, please see: https://scpca.alexslemonade.org/projects/SCPCP000016.

unknownView details →
CCDI Data Catalog12/100

Profiling the transcriptional heterogeneity of diverse pediatric solid tumors - Osteosarcoma

For more information, including a more complete description, data generator contact information, and reference, please see: https://scpca.alexslemonade.org/projects/SCPCP000023.

unknownView details →
geo12/100

Emergent metastatic heterogeneity of primary tumor cells is restricted by the Ig-transmembrane protein VSIG IV

GEO Series GSE146313. Homo sapiens. 6 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenNov 2020View details →
zenodo12/100

Dataset related to article "Tumor heterogeneity, hypoxia, and immune markers in surgically resected non-small-cell lung cancer"

<p>This record contains raw data related to article &quot;Tumor heterogeneity, hypoxia, and immune markers in surgically resected non-small-cell lung cancer&quot;</p> <p>OBJECTIVES:</p> <p>This study aimed to determine the prognostic role of textural features and their association with metabolic parameters, hypoxia, and cancer-related immune markers in non-small-cell lung cancer (NSCLC) patients.</p> <p>PATIENTS AND METHODS:</p> <p>The trial was registered at http://www.clinicaltrials.gov (<a href="http://clinicaltrials.gov/show/NCT02519062">NCT02519062</a>). From January 2010 to May 2014, 44 patients (male&thinsp;:&thinsp;female=33&thinsp;:&thinsp;11; median age: 69.5 years), referred to our Institution for NSCLC resection, were enrolled. Tumor specimens were assessed for HIF-1&alpha;, CD68-TAMs, CD8-TILs, PD-1-TILs, and PD-L1 expressions. All patients underwent fluorine-18-fluorodeoxyglucose (F-FDG) PET before surgery. Semiquantitative parameters included maximum standardized uptake value (SUVmax), SUVpeak, SUVmean, metabolic tumor volume, and total lesion glycolysis, whereas for heterogeneity, we considered tumor sphericity, skewness, kurtosis, entropy, and energy. Parameters were correlated with disease-free survival (DFS) considering a median follow-up of 22.7 months.</p> <p>RESULTS:</p> <p>SUVmax (cutoff: 7.9; P=0.015), SUVpeak (cutoff: 6.7; P=0.013), SUVmean (cutoff: 5.5; P=0.028), metabolic tumor volume (cutoff: 3.6&thinsp;cm; P=0.027), and entropy (cutoff: 1.89; P=0.045) showed a statistically significant association with DFS. Also, a high expression of cytoplasmic HIF-1&alpha; (score 3) was associated with DFS (hazard ratio: 0.09; P=0.003). All F-FDG PET variables differed significantly in tumors with high or low entropy (&le;1.89). Also, a significantly higher level of mean CD8-TILs was observed in tumors with higher entropy (P=0.041).Using identified prognostic factors, we developed a scoring system, which was confirmed to be associated with DFS (P&lt;0.004). On receiver operating characteristics analysis, a score above 3 was defined as the optimal cutoff point.</p> <p>CONCLUSION:</p> <p>Tumor heterogeneity, metabolic parameters, and high expression of hypoxia were found to be prognostic factors in NSCLC patients who were candidates for surgery. Higher levels of entropy appear to be associated with increased density of CD8-TILs. The combination of investigated prognostic factors enabled the development of a potential scoring system associated with DFS</p>

restrictedSep 2019View details →
geo12/100

Understanding tumor heterogeneity in HNSCC by gene-expression

GEO Series GSE313289. Homo sapiens. 100 samples. Type: Expression profiling by array.

openGEO-OpenDec 2025View details →
geo12/100

Emergent metastatic heterogeneity of primary tumor cells is restricted by the Ig-transmembrane protein VSIG I

GEO Series GSE146310. Homo sapiens. 6 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenNov 2020View details →
geo12/100

MesoHET (Multi-site tumor sampling highlights molecular intra-tumor heterogeneity in malignant pleural mesothelioma)

GEO Series GSE175769. Homo sapiens. 10 samples. Type: Methylation profiling by genome tiling array.

openGEO-OpenJun 2021View details →

ScienceDex guides

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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

Compare curated datasets

Allen Brain Atlas

Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

Annotated Behaviour and Observability Dataset (ABODe)

ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

DANDI Archive for NWB datasets

DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

International Brain Laboratory public data

The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

OpenNeuro

OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record