Ranked GEO Datasets

Active GEO index contains 44582 ranked datasets; organism mixed: Homo sapiens (32595), Mus musculus (11987); assay type mixed: microarray (24223), bulk RNA-seq (18996), other assay type (1363). Rankings use the Patient tissue tumor-vs-normal intent with transparent suitability, metadata quality, and warning rules.

50 shown of 160 matching datasets Scoring intent-aware-scoring-v19 Batch 37ac26514efb8b677e99d5c1de46b7a1d0a16b1bf8f9277f060eef4b0ed1de09 Intent Patient tissue tumor-vs-normal Organism Homo sapiens Assay bulk RNA-seq Intent defaults Active 5 active filters Page 1 of 4 · showing 1-50
Active intent defaults Tumor-normal onlyTissue or biopsy onlyHide biofluid/model systemsHuman onlyBulk RNA-seq only
Study designs tumor vs matched normal or tumor vs unmatched normal
Recommendation Recommended means a human bulk RNA-seq tissue or biopsy cohort with clear tumor-normal grouping and sufficient metadata for first-pass triage.
Search intent

Showing one page of matching results. Use next/previous for browsing, or CSV/Markdown export for the full matching set.

1
GSE136630

RNA-seq access dataset for epigenomics landscape of colorectal cancer

Recommended Overall 100% Suitability 100% Metadata 100%
Case tumor sample Control normal tissue
Tumor vs matched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Scores and metadata are strong enough for direct review.

  • Tumor vs matched normal · Tissue · suitability 100%.
  • Prioritized for patient tissue tumor-vs-normal triage.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Prioritized disease context: colorectal, colon, rectal, or CRC metadata detected.
  • Processed data is available for downstream review.
GEO Homo sapiens bulk RNA-seq 12 samples intent-aware-scoring-v19
GEO source Trusted counts

No warnings

2
GSE142279

RNA-seq data of 20 pairs of colorectal tumor with matched adjacent normal colorectal tissue

Recommended Overall 100% Suitability 100% Metadata 100%
Case tumor sample Control normal tissue
Tumor vs matched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Scores and metadata are strong enough for direct review.

  • Tumor vs matched normal · Tissue · suitability 100%.
  • Prioritized for patient tissue tumor-vs-normal triage.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Prioritized disease context: colorectal, colon, rectal, or CRC metadata detected.
  • Processed data is available for downstream review.
GEO Homo sapiens bulk RNA-seq 40 samples intent-aware-scoring-v19
GEO source Trusted counts

No warnings

3
GSE146009

Immune-Related Gene Expression and Cytokine Secretion is Reduced Among African American Colon Cancer Patients

Recommended Overall 100% Suitability 100% Metadata 100%
Case tumor sample Control normal tissue
Tumor vs unmatched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Scores and metadata are strong enough for direct review.

  • Tumor vs unmatched normal · Tissue · suitability 100%.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Prioritized disease context: colorectal, colon, rectal, or CRC metadata detected.
  • Processed data is available for downstream review.
GEO Homo sapiens bulk RNA-seq 65 samples intent-aware-scoring-v19
GEO source Trusted counts

No warnings

4
GSE173609

The prevalence of human cytomegalovirus in colorectal cancer and viral gene expression profiles

Recommended Overall 100% Suitability 100% Metadata 100%
Case tumor sample Control normal tissue
Tumor vs matched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Scores and metadata are strong enough for direct review.

  • Tumor vs matched normal · Tissue · suitability 100%.
  • Prioritized for patient tissue tumor-vs-normal triage.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Prioritized disease context: colorectal, colon, rectal, or CRC metadata detected.
  • Processed data is available for downstream review.
GEO Homo sapiens bulk RNA-seq 10 samples intent-aware-scoring-v19
GEO source Trusted counts

No warnings

5
GSE180440

NTRK1 fusions for the therapeutic intervention of Korean patients with colon cancer

Recommended Overall 100% Suitability 100% Metadata 100%
Case tumor sample Control normal tissue
Tumor vs unmatched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Scores and metadata are strong enough for direct review.

  • Tumor vs unmatched normal · Tissue · suitability 100%.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Prioritized disease context: colorectal, colon, rectal, or CRC metadata detected.
  • Processed data is available for downstream review.
GEO Homo sapiens bulk RNA-seq 190 samples intent-aware-scoring-v19
GEO source Trusted counts

No warnings

6
GSE221608

Transcriptome sequencing of normal intestinal mucosal tissues, paired primary CRC tissues and liver metastases lesions in participants of CRC

Recommended Overall 100% Suitability 100% Metadata 100%
Case colorectal cancer Control normal tissue
Tumor vs unmatched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Scores and metadata are strong enough for direct review.

  • Tumor vs unmatched normal · Tissue · suitability 100%.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Prioritized disease context: colorectal, colon, rectal, or CRC metadata detected.
  • Processed data is available for downstream review.
GEO Homo sapiens bulk RNA-seq 52 samples intent-aware-scoring-v19
GEO source Trusted counts

No warnings

7
GSE225182

Gene expression profiling study to identify distinct subtypes in Peritoneal metastasis of colorectal cancer

Recommended Overall 100% Suitability 100% Metadata 100%
Case tumor sample Control normal tissue
Tumor vs unmatched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Scores and metadata are strong enough for direct review.

  • Tumor vs unmatched normal · Tissue · suitability 100%.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Prioritized disease context: colorectal, colon, rectal, or CRC metadata detected.
  • Processed data is available for downstream review.
GEO Homo sapiens bulk RNA-seq 33 samples intent-aware-scoring-v19
GEO source Trusted counts

No warnings

8
GSE228012

Potential driver genes involved in the initiation of CRC

Recommended Overall 100% Suitability 100% Metadata 100%
Case tumor sample Control normal tissue
Tumor vs unmatched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Scores and metadata are strong enough for direct review.

  • Tumor vs unmatched normal · Tissue · suitability 100%.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Prioritized disease context: colorectal, colon, rectal, or CRC metadata detected.
  • Processed data is available for downstream review.
GEO Homo sapiens bulk RNA-seq 33 samples intent-aware-scoring-v19
GEO source Trusted counts

No warnings

9
GSE292858

RNA-Seq analysis of tumor and matched normal samples from colorectal cancer patients.

Recommended Overall 100% Suitability 100% Metadata 100%
Case tumor sample Control normal tissue
Tumor vs matched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Scores and metadata are strong enough for direct review.

  • Tumor vs matched normal · Tissue · suitability 100%.
  • Prioritized for patient tissue tumor-vs-normal triage.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Prioritized disease context: colorectal, colon, rectal, or CRC metadata detected.
  • Processed data is available for downstream review.
GEO Homo sapiens bulk RNA-seq 73 samples intent-aware-scoring-v19
GEO source Trusted counts

No warnings

10
GSE316039

Downregulation of MGST3 promotes colorectal cancer progression

Recommended Overall 100% Suitability 100% Metadata 100%
Case tumor sample Control normal tissue
Tumor vs unmatched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Scores and metadata are strong enough for direct review.

  • Tumor vs unmatched normal · Tissue · suitability 100%.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Prioritized disease context: colorectal, colon, rectal, or CRC metadata detected.
  • Processed data is available for downstream review.
GEO Homo sapiens bulk RNA-seq 14 samples intent-aware-scoring-v19
GEO source Trusted counts

No warnings

11
GSE50760

Gene expression profiling study by RNA-seq in colorectal cancer

Recommended Overall 100% Suitability 100% Metadata 100%
Case colorectal cancer Control normal tissue
Tumor vs unmatched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Scores and metadata are strong enough for direct review.

  • Tumor vs unmatched normal · Tissue · suitability 100%.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Prioritized disease context: colorectal, colon, rectal, or CRC metadata detected.
  • Processed data is available for downstream review.
GEO Homo sapiens bulk RNA-seq 54 samples intent-aware-scoring-v19
GEO source Trusted counts

No warnings

12
GSE92914

RNA-Seq analysis of human colorectal cancer with liver metastasis

Recommended Overall 100% Suitability 100% Metadata 100%
Case tumor sample Control normal tissue
Tumor vs matched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Scores and metadata are strong enough for direct review.

  • Tumor vs matched normal · Tissue · suitability 100%.
  • Prioritized for patient tissue tumor-vs-normal triage.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Prioritized disease context: colorectal, colon, rectal, or CRC metadata detected.
  • Processed data is available for downstream review.
GEO Homo sapiens bulk RNA-seq 12 samples intent-aware-scoring-v19
GEO source Trusted counts

No warnings

13
GSE196576

Tumor immunogenomic features determine outcomes in metastatic colorectal cancer patients treated with standard-of-care combinations of bevacizumab and cetuximab

Needs manual review Overall 100% Suitability 100% Metadata 100%
Case tumor sample Control normal tissue
Tumor vs matched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Scores are usable, but sample metadata contains review-only concerns.

  • Tumor vs matched normal · Tissue · suitability 100%.
  • Prioritized for patient tissue tumor-vs-normal triage.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Prioritized disease context: colorectal, colon, rectal, or CRC metadata detected.
  • Processed data is available for downstream review.
  • 1 warning require review.
GEO Homo sapiens bulk RNA-seq 579 samples intent-aware-scoring-v19
GEO source Trusted counts
info Ambiguous sample metadata was detected in 16 sample(s): GSM5889785 matched "unknown"; GSM5889839 matched "unknown"; GSM5889946 matched "unknown"; additional ambiguous samples omitted. Review these samples before inclusion or manual group assignment.
14
GSE315136

Comprehensive long-read transcriptome analysis uncovers alternative RNA processing feature and isoform diversity in ovarian cancer progression

Exploratory only Overall 65% Suitability 35% Metadata 100%
Case tumor sample Control normal tissue
Tumor vs unmatched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Dataset can inform exploration but is not strong enough for primary analysis.

  • Tumor vs unmatched normal · Tissue · suitability 35%.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Downgraded disease context: multi-cancer cohort is only secondary for colorectal ranking.
  • Processed data is available for downstream review.
GEO Homo sapiens bulk RNA-seq 18 samples intent-aware-scoring-v19
GEO source Trusted counts

No warnings

15
GSE104178

RNA-Sequencing approach for the identification of novel long non-coding RNA biomarkers in colorectal cancer

Exploratory only Overall 55% Suitability 100% Metadata 100%
Case colorectal cancer Control normal tissue
Tumor vs matched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Dataset can inform exploration but is not strong enough for primary analysis.

  • Tumor vs matched normal · Tissue · suitability 100%.
  • Prioritized for patient tissue tumor-vs-normal triage.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Prioritized disease context: colorectal, colon, rectal, or CRC metadata detected.
  • Processed data is available for downstream review.
  • 1 warning require review.
GEO Homo sapiens bulk RNA-seq 6 samples intent-aware-scoring-v19
GEO source Trusted counts
warning Secondary RNA assay context such as small RNA, miRNA, circRNA, or non-coding RNA was detected.
16
GSE144259

RNA-seq of CRC tissues

Exploratory only Overall 55% Suitability 100% Metadata 100%
Case colorectal cancer Control normal tissue
Tumor vs matched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Dataset can inform exploration but is not strong enough for primary analysis.

  • Tumor vs matched normal · Tissue · suitability 100%.
  • Prioritized for patient tissue tumor-vs-normal triage.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Prioritized disease context: colorectal, colon, rectal, or CRC metadata detected.
  • Processed data is available for downstream review.
GEO Homo sapiens bulk RNA-seq 9 samples intent-aware-scoring-v19
GEO source Trusted counts

No warnings

17
GSE214293

Construction and validation of a scoring system for perineural invasion-mediated inflammation in gastric cancer

Exploratory only Overall 55% Suitability 25% Metadata 70%
Case tumor sample Control normal tissue
Tumor vs matched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Dataset can inform exploration but is not strong enough for primary analysis.

  • Tumor vs matched normal · Tissue · suitability 25%.
  • Prioritized for patient tissue tumor-vs-normal triage.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Downgraded disease context: gastrointestinal cancer is present but colorectal metadata is not explicit.
  • Processed data is available for downstream review.
  • 2 warnings require review.
GEO Homo sapiens bulk RNA-seq 50 samples intent-aware-scoring-v19
GEO source Trusted counts
warning Disease or condition label could not be normalized. warning Tissue or cell type could not be normalized.
18
GSE205094

CircEZH2 miR-133b IGF2BP2 aggravates colorectal cancer progression via enhancing the stability of m6A modified CREB1 mRNA [miRNA-seq]

Exploratory only Overall 50% Suitability 55% Metadata 100%
Case colorectal cancer Control normal tissue
Tumor vs matched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Dataset can inform exploration but is not strong enough for primary analysis.

  • Tumor vs matched normal · Tissue · suitability 55%.
  • Prioritized for patient tissue tumor-vs-normal triage.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Prioritized disease context: colorectal, colon, rectal, or CRC metadata detected.
  • Processed data is available for downstream review.
  • 1 warning require review.
GEO Homo sapiens bulk RNA-seq 10 samples intent-aware-scoring-v19
GEO source Trusted counts
warning Secondary RNA assay context such as small RNA, miRNA, circRNA, or non-coding RNA was detected.
19
GSE205241

CircEZH2 miR-133b IGF2BP2 aggravates colorectal cancer progression via enhancing the stability of m6A modified CREB1 mRNA [circRNA-seq]

Exploratory only Overall 50% Suitability 55% Metadata 100%
Case colorectal cancer Control normal tissue
Tumor vs matched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Dataset can inform exploration but is not strong enough for primary analysis.

  • Tumor vs matched normal · Tissue · suitability 55%.
  • Prioritized for patient tissue tumor-vs-normal triage.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Prioritized disease context: colorectal, colon, rectal, or CRC metadata detected.
  • Processed data is available for downstream review.
  • 1 warning require review.
GEO Homo sapiens bulk RNA-seq 12 samples intent-aware-scoring-v19
GEO source Trusted counts
warning Secondary RNA assay context such as small RNA, miRNA, circRNA, or non-coding RNA was detected.
20
GSE236991

miRNA expression profile in 3 sporadic young-onset and 2 late-onset Indian colorectal carcinoma patients

Exploratory only Overall 50% Suitability 50% Metadata 100%
Case tumor sample Control normal tissue
Tumor vs unmatched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Dataset can inform exploration but is not strong enough for primary analysis.

  • Tumor vs unmatched normal · Tissue · suitability 50%.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Prioritized disease context: colorectal, colon, rectal, or CRC metadata detected.
  • Processed data is available for downstream review.
  • 1 warning require review.
GEO Homo sapiens bulk RNA-seq 10 samples intent-aware-scoring-v19
GEO source Trusted counts
warning Secondary RNA assay context such as small RNA, miRNA, circRNA, or non-coding RNA was detected.
21
GSE205547

KCTD9 inhibits the Wnt/β-catenin pathway by decreasing the level of β-catenin in colorectal cancer

Exploratory only Overall 45% Suitability 100% Metadata 100%
Case tumor sample Control normal tissue
Tumor vs matched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Dataset can inform exploration but is not strong enough for primary analysis.

  • Tumor vs matched normal · Tissue · suitability 100%.
  • Prioritized for patient tissue tumor-vs-normal triage.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Prioritized disease context: colorectal, colon, rectal, or CRC metadata detected.
  • Processed data is available for downstream review.
  • 1 warning require review.
GEO Homo sapiens bulk RNA-seq 3 samples intent-aware-scoring-v19
GEO source Trusted counts
warning Total sample count is below the minimum needed for two comparison groups.
22
GSE29580

RNA-seq of two paired normal and cancer tissues in two stage III colorectal cancer patients

Exploratory only Overall 45% Suitability 100% Metadata 100%
Case tumor sample Control normal tissue
Tumor vs unmatched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Dataset can inform exploration but is not strong enough for primary analysis.

  • Tumor vs unmatched normal · Tissue · suitability 100%.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Prioritized disease context: colorectal, colon, rectal, or CRC metadata detected.
  • Processed data is available for downstream review.
  • 1 warning require review.
GEO Homo sapiens bulk RNA-seq 4 samples intent-aware-scoring-v19
GEO source Trusted counts
warning Dataset has fewer than six samples and should not be treated as a high-confidence cohort without manual review.
23
GSE43550

Small RNA Solexa sequencing of colorectal tumor and adjancent normal tissues

Exploratory only Overall 45% Suitability 55% Metadata 100%
Case tumor sample Control normal tissue
Tumor vs matched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Dataset can inform exploration but is not strong enough for primary analysis.

  • Tumor vs matched normal · Tissue · suitability 55%.
  • Prioritized for patient tissue tumor-vs-normal triage.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Prioritized disease context: colorectal, colon, rectal, or CRC metadata detected.
  • Processed data is available for downstream review.
  • 3 warnings require review.
GEO Homo sapiens bulk RNA-seq 4 samples intent-aware-scoring-v19
GEO source Trusted counts
info Treated samples may need review depending on the comparison. warning Dataset has fewer than six samples and should not be treated as a high-confidence cohort without manual review. warning Secondary RNA assay context such as small RNA, miRNA, circRNA, or non-coding RNA was detected.
24
GSE130688

Annotation and functional characterization of long noncoding RNAs deregulated in pancreatic adenocarcinoma

Exploratory only Overall 45% Suitability 20% Metadata 100%
Case tumor sample Control normal tissue
Tumor vs unmatched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Dataset can inform exploration but is not strong enough for primary analysis.

  • Tumor vs unmatched normal · Tissue · suitability 20%.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Downgraded disease context: gastrointestinal cancer is present but colorectal metadata is not explicit.
  • Processed data is available for downstream review.
GEO Homo sapiens bulk RNA-seq 30 samples intent-aware-scoring-v19
GEO source Trusted counts

No warnings

25
GSE192647

Transcriptome analysis of pancreatic cancer patients with low and high metabolic tumor volume (MTV)

Exploratory only Overall 45% Suitability 20% Metadata 100%
Case tumor sample Control normal tissue
Tumor vs unmatched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Dataset can inform exploration but is not strong enough for primary analysis.

  • Tumor vs unmatched normal · Tissue · suitability 20%.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Downgraded disease context: gastrointestinal cancer is present but colorectal metadata is not explicit.
  • Processed data is available for downstream review.
GEO Homo sapiens bulk RNA-seq 28 samples intent-aware-scoring-v19
GEO source Trusted counts

No warnings

26
GSE113255

Gene expression profiling study to identify distinct subtypes in diffuse type gastric cancer

Exploratory only Overall 45% Suitability 20% Metadata 85%
Case tumor sample Control normal tissue
Tumor vs unmatched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Dataset can inform exploration but is not strong enough for primary analysis.

  • Tumor vs unmatched normal · Tissue · suitability 20%.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Downgraded disease context: gastrointestinal cancer is present but colorectal metadata is not explicit.
  • Processed data is available for downstream review.
  • 1 warning require review.
GEO Homo sapiens bulk RNA-seq 140 samples intent-aware-scoring-v19
GEO source Trusted counts
warning Tissue or cell type could not be normalized.
27
GSE191139

Comparative transcriptome characterization of paired primary gastric cancer and ovarian metastasis

Exploratory only Overall 45% Suitability 20% Metadata 85%
Case tumor sample Control normal tissue
Tumor vs unmatched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Dataset can inform exploration but is not strong enough for primary analysis.

  • Tumor vs unmatched normal · Tissue · suitability 20%.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Downgraded disease context: gastrointestinal cancer is present but colorectal metadata is not explicit.
  • Processed data is available for downstream review.
  • 1 warning require review.
GEO Homo sapiens bulk RNA-seq 12 samples intent-aware-scoring-v19
GEO source Trusted counts
warning Disease or condition label could not be normalized.
28
GSE102741

RiboZero Gold paired-end RNA-seq data from postmortem tissue of the dorsolateral prefrontal cortex of autism spectrum disorder samples and healthy control samples

Exploratory only Overall 45% Suitability 15% Metadata 85%
Case colorectal cancer Control control
Tumor vs unmatched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Dataset can inform exploration but is not strong enough for primary analysis.

  • Tumor vs unmatched normal · Tissue · suitability 15%.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Downgraded disease context: colorectal/GI relevance is unclear.
  • Processed data is available for downstream review.
  • 1 warning require review.
GEO Homo sapiens bulk RNA-seq 52 samples intent-aware-scoring-v19
GEO source Trusted counts
warning Tissue or cell type could not be normalized.
29
GSE86958

Transcriptome of invasive mucinous adnocarcinoma of the lung and adjacent normal lung tissues from 6 patients based on RNA-seq method

Exploratory only Overall 45% Suitability 10% Metadata 85%
Case tumor sample Control normal tissue
Tumor vs matched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Dataset can inform exploration but is not strong enough for primary analysis.

  • Tumor vs matched normal · Tissue · suitability 10%.
  • Prioritized for patient tissue tumor-vs-normal triage.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Downgraded disease context: colorectal/GI relevance is unclear.
  • Processed data is available for downstream review.
  • 1 warning require review.
GEO Homo sapiens bulk RNA-seq 12 samples intent-aware-scoring-v19
GEO source Trusted counts
warning Disease or condition label could not be normalized.
30
GSE201365

Transcriptome analysis revealed potential neuro-immune interaction in papillary thyroid carcinoma tissues

Exploratory only Overall 45% Suitability 10% Metadata 70%
Case tumor sample Control normal tissue
Tumor vs matched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Dataset can inform exploration but is not strong enough for primary analysis.

  • Tumor vs matched normal · Tissue · suitability 10%.
  • Prioritized for patient tissue tumor-vs-normal triage.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Downgraded disease context: colorectal/GI relevance is unclear.
  • Processed data is available for downstream review.
  • 2 warnings require review.
GEO Homo sapiens bulk RNA-seq 12 samples intent-aware-scoring-v19
GEO source Trusted counts
warning Disease or condition label could not be normalized. warning Tissue or cell type could not be normalized.
31
GSE304059

Mechanism study of RBX1 promoting renal clear cell carcinoma invasion, immune suppression, and sunitinib resistance

Exploratory only Overall 45% Suitability 10% Metadata 70%
Case tumor sample Control normal tissue
Tumor vs matched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Dataset can inform exploration but is not strong enough for primary analysis.

  • Tumor vs matched normal · Tissue · suitability 10%.
  • Prioritized for patient tissue tumor-vs-normal triage.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Downgraded disease context: colorectal/GI relevance is unclear.
  • Processed data is available for downstream review.
  • 3 warnings require review.
GEO Homo sapiens bulk RNA-seq 614 samples intent-aware-scoring-v19
GEO source Trusted counts
info Ambiguous sample metadata was detected in 13 sample(s): GSM9141899 matched "unknown"; GSM9142019 matched "unknown"; GSM9142026 matched "unknown"; additional ambiguous samples omitted. Review these samples before inclusion or manual group assignment. warning Disease or condition label could not be normalized. warning Tissue or cell type could not be normalized.
32
GSE48240

Long Noncoding RNA HNF1A-AS1 Regulates Proliferation and Migration in Esophageal Adenocarcinoma Cells

Exploratory only Overall 45% Suitability 10% Metadata 70%
Case tumor sample Control normal tissue
Tumor vs matched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Dataset can inform exploration but is not strong enough for primary analysis.

  • Tumor vs matched normal · Tissue · suitability 10%.
  • Prioritized for patient tissue tumor-vs-normal triage.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Downgraded disease context: colorectal/GI relevance is unclear.
  • Processed data is available for downstream review.
  • 3 warnings require review.
GEO Homo sapiens bulk RNA-seq 3 samples intent-aware-scoring-v19
GEO source Trusted counts
warning Total sample count is below the minimum needed for two comparison groups. warning Disease or condition label could not be normalized. warning Tissue or cell type could not be normalized.
33
GSE56087

Next Generation Sequencing identifying the dosage compensation state in human endometrial carcinoma and adjacent tissues

Exploratory only Overall 45% Suitability 10% Metadata 70%
Case tumor sample Control normal tissue
Tumor vs matched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Dataset can inform exploration but is not strong enough for primary analysis.

  • Tumor vs matched normal · Tissue · suitability 10%.
  • Prioritized for patient tissue tumor-vs-normal triage.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Downgraded disease context: colorectal/GI relevance is unclear.
  • Processed data is available for downstream review.
  • 2 warnings require review.
GEO Homo sapiens bulk RNA-seq 18 samples intent-aware-scoring-v19
GEO source Trusted counts
warning Disease or condition label could not be normalized. warning Tissue or cell type could not be normalized.
34
GSE95277

H3.3K27M cooperates with p53 loss and Pdgfra gain in mouse embryonic neural progenitor cells to induce invasive high-grade gliomas [Human RNA-Seq]

Exploratory only Overall 45% Suitability 10% Metadata 70%
Case tumor sample Control control
Tumor vs matched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Dataset can inform exploration but is not strong enough for primary analysis.

  • Tumor vs matched normal · Tissue · suitability 10%.
  • Prioritized for patient tissue tumor-vs-normal triage.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Downgraded disease context: colorectal/GI relevance is unclear.
  • Processed data is available for downstream review.
  • 2 warnings require review.
GEO Homo sapiens bulk RNA-seq 12 samples intent-aware-scoring-v19
GEO source Trusted counts
warning Disease or condition label could not be normalized. warning Tissue or cell type could not be normalized.
35
GSE109108

Transcriptome profiling of de-differentiated chondrocytes over-expressing miR-138 or miR-181ab1 during osteogenic induction

Exploratory only Overall 45% Suitability 5% Metadata 85%
Case colorectal cancer Control healthy control
Tumor vs unmatched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Dataset can inform exploration but is not strong enough for primary analysis.

  • Tumor vs unmatched normal · Tissue · suitability 5%.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Downgraded disease context: colorectal/GI relevance is unclear.
  • Processed data is available for downstream review.
  • 1 warning require review.
GEO Homo sapiens bulk RNA-seq 18 samples intent-aware-scoring-v19
GEO source Trusted counts
warning Tissue or cell type could not be normalized.
36
GSE266302

Cell of origin and expression profiles of pseudomyxoma peritonei derived from the appendix

Exploratory only Overall 45% Suitability 5% Metadata 85%
Case tumor sample Control normal tissue
Tumor vs unmatched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Dataset can inform exploration but is not strong enough for primary analysis.

  • Tumor vs unmatched normal · Tissue · suitability 5%.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Downgraded disease context: colorectal/GI relevance is unclear.
  • Processed data is available for downstream review.
  • 1 warning require review.
GEO Homo sapiens bulk RNA-seq 20 samples intent-aware-scoring-v19
GEO source Trusted counts
warning Disease or condition label could not be normalized.
37
GSE108022

Gene Expression in Human Rhabdomyosarcoma

Exploratory only Overall 45% Suitability 5% Metadata 70%
Case tumor sample Control normal tissue
Tumor vs unmatched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Dataset can inform exploration but is not strong enough for primary analysis.

  • Tumor vs unmatched normal · Tissue · suitability 5%.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Downgraded disease context: colorectal/GI relevance is unclear.
  • Processed data is available for downstream review.
  • 2 warnings require review.
GEO Homo sapiens bulk RNA-seq 106 samples intent-aware-scoring-v19
GEO source Trusted counts
warning Disease or condition label could not be normalized. warning Tissue or cell type could not be normalized.
38
GSE134886

Nasopharyngeal carcinoma and paracancerous tissue

Exploratory only Overall 45% Suitability 5% Metadata 70%
Case tumor sample Control normal tissue
Tumor vs unmatched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Dataset can inform exploration but is not strong enough for primary analysis.

  • Tumor vs unmatched normal · Tissue · suitability 5%.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Downgraded disease context: colorectal/GI relevance is unclear.
  • Processed data is available for downstream review.
  • 2 warnings require review.
GEO Homo sapiens bulk RNA-seq 6 samples intent-aware-scoring-v19
GEO source Trusted counts
warning Disease or condition label could not be normalized. warning Tissue or cell type could not be normalized.
39
GSE138340

Differential expression analysis of primary AML cells treated with AC220 vs DMSO in endothelial cell co-culture.

Exploratory only Overall 45% Suitability 5% Metadata 70%
Case tumor sample Control normal tissue
Tumor vs unmatched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Dataset can inform exploration but is not strong enough for primary analysis.

  • Tumor vs unmatched normal · Tissue · suitability 5%.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Downgraded disease context: colorectal/GI relevance is unclear.
  • Processed data is available for downstream review.
  • 2 warnings require review.
GEO Homo sapiens bulk RNA-seq 7 samples intent-aware-scoring-v19
GEO source Trusted counts
warning Disease or condition label could not be normalized. warning Tissue or cell type could not be normalized.
40
GSE167547

Clinical and molecular differentiation between malignant rhabdoid tumor of normal tissue: A two-case report

Exploratory only Overall 45% Suitability 5% Metadata 70%
Case tumor sample Control normal tissue
Tumor vs unmatched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Dataset can inform exploration but is not strong enough for primary analysis.

  • Tumor vs unmatched normal · Tissue · suitability 5%.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Downgraded disease context: colorectal/GI relevance is unclear.
  • Processed data is available for downstream review.
  • 3 warnings require review.
GEO Homo sapiens bulk RNA-seq 5 samples intent-aware-scoring-v19
GEO source Trusted counts
warning Dataset has fewer than six samples and should not be treated as a high-confidence cohort without manual review. warning Disease or condition label could not be normalized. warning Tissue or cell type could not be normalized.
41
GSE184072

A six-gene prediction model for tumor response to induction chemotherapy in locoregionally advanced laryngo-hypopharyngeal carcinoma

Exploratory only Overall 45% Suitability 5% Metadata 70%
Case tumor sample Control normal tissue
Tumor vs unmatched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Dataset can inform exploration but is not strong enough for primary analysis.

  • Tumor vs unmatched normal · Tissue · suitability 5%.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Downgraded disease context: colorectal/GI relevance is unclear.
  • Processed data is available for downstream review.
  • 3 warnings require review.
GEO Homo sapiens bulk RNA-seq 54 samples intent-aware-scoring-v19
GEO source Trusted counts
info Treated samples may need review depending on the comparison. warning Disease or condition label could not be normalized. warning Tissue or cell type could not be normalized.
42
GSE201321

RNA-seq of two Kaposi’s sarcoma tissue samples and the corresponding two normal tissue samples

Exploratory only Overall 45% Suitability 5% Metadata 70%
Case tumor sample Control normal tissue
Tumor vs unmatched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Dataset can inform exploration but is not strong enough for primary analysis.

  • Tumor vs unmatched normal · Tissue · suitability 5%.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Downgraded disease context: colorectal/GI relevance is unclear.
  • Processed data is available for downstream review.
  • 3 warnings require review.
GEO Homo sapiens bulk RNA-seq 4 samples intent-aware-scoring-v19
GEO source Trusted counts
warning Dataset has fewer than six samples and should not be treated as a high-confidence cohort without manual review. warning Disease or condition label could not be normalized. warning Tissue or cell type could not be normalized.
43
GSE205457

Expression data from chordoma and notochord (RNA-Seq)

Exploratory only Overall 45% Suitability 5% Metadata 70%
Case tumor sample Control normal tissue
Tumor vs unmatched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Dataset can inform exploration but is not strong enough for primary analysis.

  • Tumor vs unmatched normal · Tissue · suitability 5%.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Downgraded disease context: colorectal/GI relevance is unclear.
  • Processed data is available for downstream review.
  • 2 warnings require review.
GEO Homo sapiens bulk RNA-seq 11 samples intent-aware-scoring-v19
GEO source Trusted counts
warning Disease or condition label could not be normalized. warning Tissue or cell type could not be normalized.
44
GSE206448

RNA-Seq analysis for giant cell tumour of the bone

Exploratory only Overall 45% Suitability 5% Metadata 70%
Case tumor sample Control normal tissue
Tumor vs unmatched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Dataset can inform exploration but is not strong enough for primary analysis.

  • Tumor vs unmatched normal · Tissue · suitability 5%.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Downgraded disease context: colorectal/GI relevance is unclear.
  • Processed data is available for downstream review.
  • 2 warnings require review.
GEO Homo sapiens bulk RNA-seq 10 samples intent-aware-scoring-v19
GEO source Trusted counts
warning Disease or condition label could not be normalized. warning Tissue or cell type could not be normalized.
45
GSE212031

Next Generation translatome Sequencing (Ribo-seq) of Papillary Thyroid Carcinoma tissue sample and adjacent normal tissue

Exploratory only Overall 45% Suitability 5% Metadata 70%
Case tumor sample Control normal tissue
Tumor vs unmatched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Dataset can inform exploration but is not strong enough for primary analysis.

  • Tumor vs unmatched normal · Tissue · suitability 5%.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Downgraded disease context: colorectal/GI relevance is unclear.
  • Processed data is available for downstream review.
  • 2 warnings require review.
GEO Homo sapiens bulk RNA-seq 8 samples intent-aware-scoring-v19
GEO source Trusted counts
warning Disease or condition label could not be normalized. warning Tissue or cell type could not be normalized.
46
GSE223304

Bioinformatics analysis of differentially expressed genes and pathways in the development of Juvenile-Onset Recurrent Respiratory Papillomatosis

Exploratory only Overall 45% Suitability 5% Metadata 70%
Case tumor sample Control normal tissue
Tumor vs unmatched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Dataset can inform exploration but is not strong enough for primary analysis.

  • Tumor vs unmatched normal · Tissue · suitability 5%.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Downgraded disease context: colorectal/GI relevance is unclear.
  • Processed data is available for downstream review.
  • 3 warnings require review.
GEO Homo sapiens bulk RNA-seq 5 samples intent-aware-scoring-v19
GEO source Trusted counts
warning Dataset has fewer than six samples and should not be treated as a high-confidence cohort without manual review. warning Disease or condition label could not be normalized. warning Tissue or cell type could not be normalized.
47
GSE224356

RNA-seq of papillary thyroid carcinoma (PTC) patient's tissues and paired normal tissues

Exploratory only Overall 45% Suitability 5% Metadata 70%
Case tumor sample Control normal tissue
Tumor vs unmatched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Dataset can inform exploration but is not strong enough for primary analysis.

  • Tumor vs unmatched normal · Tissue · suitability 5%.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Downgraded disease context: colorectal/GI relevance is unclear.
  • Processed data is available for downstream review.
  • 2 warnings require review.
GEO Homo sapiens bulk RNA-seq 6 samples intent-aware-scoring-v19
GEO source Trusted counts
warning Disease or condition label could not be normalized. warning Tissue or cell type could not be normalized.
48
GSE228376

Gene expression profiling study to identify molecular markers exhibiting distinct characteristics of Pseudomyxoma Peritonei [Fresh Frozen]

Exploratory only Overall 45% Suitability 5% Metadata 70%
Case tumor sample Control normal tissue
Tumor vs unmatched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Dataset can inform exploration but is not strong enough for primary analysis.

  • Tumor vs unmatched normal · Tissue · suitability 5%.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Downgraded disease context: colorectal/GI relevance is unclear.
  • Processed data is available for downstream review.
  • 2 warnings require review.
GEO Homo sapiens bulk RNA-seq 19 samples intent-aware-scoring-v19
GEO source Trusted counts
warning Disease or condition label could not be normalized. warning Tissue or cell type could not be normalized.
49
GSE228870

Effectors enabling adaptation to mitochondrial complex I loss in Hürthle cell carcinoma

Exploratory only Overall 45% Suitability 5% Metadata 70%
Case tumor sample Control normal tissue
Tumor vs unmatched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Dataset can inform exploration but is not strong enough for primary analysis.

  • Tumor vs unmatched normal · Tissue · suitability 5%.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Downgraded disease context: colorectal/GI relevance is unclear.
  • Processed data is available for downstream review.
  • 2 warnings require review.
GEO Homo sapiens bulk RNA-seq 42 samples intent-aware-scoring-v19
GEO source Trusted counts
warning Disease or condition label could not be normalized. warning Tissue or cell type could not be normalized.
50
GSE234304

Co-enrichment of cancer-associated bacterial taxa is correlated with immune cell infiltrates in esophageal tumor tissue

Exploratory only Overall 45% Suitability 5% Metadata 70%
Case tumor sample Control normal tissue
Tumor vs unmatched normal Tissue
Intent rationale for Patient tissue tumor-vs-normal

Dataset can inform exploration but is not strong enough for primary analysis.

  • Tumor vs unmatched normal · Tissue · suitability 5%.
  • Prioritized assay: bulk RNA-seq is the active assay expectation.
  • Downgraded disease context: colorectal/GI relevance is unclear.
  • Processed data is available for downstream review.
  • 2 warnings require review.
GEO Homo sapiens bulk RNA-seq 44 samples intent-aware-scoring-v19
GEO source Trusted counts
warning Disease or condition label could not be normalized. warning Tissue or cell type could not be normalized.