Expectations
- Organism
- Homo sapiens
- Assay
- bulk RNA-seq
- Specimen/source
- patient tissue or biopsy
- Controls
- matched normal, adjacent normal, paired normal, healthy tissue control, or otherwise normal tissue control
Siftome Phase 3L
GSE254461Both case and control groups are present in the proposed grouping.
Each contrast group has at least 2 samples.
Processed data is marked available in the GEO index.
All non-excluded samples are assigned; excluded samples should still be confirmed.
Critical warnings must be resolved before downstream analysis.
Metadata quality is high enough to support downstream handoff.
Siftome proposed case and control labels, but no reviewer confirmation is stored yet.
Open the sample grouping CSV and confirm group labels before analysis.Both groups meet the minimum of 2 samples.
Confirm whether the cohort is large enough for the intended statistical analysis.Processed data availability is marked true in the GEO index.
Verify that downloaded processed files contain usable count or expression identifiers.No review-needed or unassigned samples are present in the proposed grouping.
Still scan the grouping table for biology-specific ambiguity.9 samples have hard exclusion flags in the proposed grouping.
Confirm excluded samples and preserve the reason in the analysis handoff.The dataset and sample accessions can be linked back to GEO.
Keep GEO dataset and sample links with exported metadata.Ask a bioinformatician to review grouping, count availability, exclusions, and design before DE.
No active review decisions affect this ranking.
No active manual corrections are applied to this dataset.
Homo sapiens
dataset_accession: GSE254461 organism: Homo sapiens dataset_title: Machine-learning model based on glycosyltransferase expression predicts multiple cancer types, subtypes and survival probability
bulk RNA-seq
assay_type: bulk RNA-seq experiment_types: Expression profiling by high throughput sequencing platforms: GPL24676 Illumina NovaSeq 6000 (Homo sapiens) dataset_title: Machine-learning model based on glycosyltransferase expression predicts multiple cancer types, subtypes and survival probability
Tumor vs unmatched normal
dataset_title: Machine-learning model based on glycosyltransferase expression predicts multiple cancer types, subtypes and survival probability experiment_types: Expression profiling by high throughput sequencing sample_context: GSM8042705: source_name=Oligodendroglioma, anaplastic; characteristics=tissue: Oligodendroglioma, anaplastic; age: 41; gender: Female; tumor grade: WHO Grade III GSM8042706: source_name=Glioblastoma multiforme; characteristics=tissue: Glioblastoma multiforme; age: 65; gender: Male; tumor grade: WHO Grade IV GSM8042707: source_name=Oligoastrocytoma, anaplastic; characteristics=tissue: Oligoastrocytoma, anaplastic; age: 41; gender: Male; tumor grade: WHO Grade III GSM8042708: source_name=Oligodendroglioma, anaplastic; characteristics=tissue: Oligodendroglioma, anaplastic; age: 51; gender: Female; tumor grade: WHO Grade III GSM8042709: source_name=Meningioma, atypic [Correction source preview truncated.]
Tissue
dataset_title: Machine-learning model based on glycosyltransferase expression predicts multiple cancer types, subtypes and survival probability sample_context: GSM8042705: source_name=Oligodendroglioma, anaplastic; characteristics=tissue: Oligodendroglioma, anaplastic; age: 41; gender: Female; tumor grade: WHO Grade III GSM8042706: source_name=Glioblastoma multiforme; characteristics=tissue: Glioblastoma multiforme; age: 65; gender: Male; tumor grade: WHO Grade IV GSM8042707: source_name=Oligoastrocytoma, anaplastic; characteristics=tissue: Oligoastrocytoma, anaplastic; age: 41; gender: Male; tumor grade: WHO Grade III GSM8042708: source_name=Oligodendroglioma, anaplastic; characteristics=tissue: Oligodendroglioma, anaplastic; age: 51; gender: Female; tumor grade: WHO Grade III GSM8042709: source_name=Meningioma, atypical; characteristics=tissue: Meningioma, atypical; age: 48; gender: Fe [Correction source preview truncated.]
breast cancer, colorectal cancer
dataset_title: Machine-learning model based on glycosyltransferase expression predicts multiple cancer types, subtypes and survival probability sample_context: GSM8042705: source_name=Oligodendroglioma, anaplastic; characteristics=tissue: Oligodendroglioma, anaplastic; age: 41; gender: Female; tumor grade: WHO Grade III GSM8042706: source_name=Glioblastoma multiforme; characteristics=tissue: Glioblastoma multiforme; age: 65; gender: Male; tumor grade: WHO Grade IV GSM8042707: source_name=Oligoastrocytoma, anaplastic; characteristics=tissue: Oligoastrocytoma, anaplastic; age: 41; gender: Male; tumor grade: WHO Grade III GSM8042708: source_name=Oligodendroglioma, anaplastic; characteristics=tissue: Oligodendroglioma, anaplastic; age: 51; gender: Female; tumor grade: WHO Grade III GSM8042709: source_name=Meningioma, atypical; characteristics=tissue: Meningioma, atypical; age: 48; gender: Fe [Correction source preview truncated.]
Eligible for Patient tissue tumor-vs-normal as Not suitable
dataset_accession: GSE254461 dataset_title: Machine-learning model based on glycosyltransferase expression predicts multiple cancer types, subtypes and survival probability organism: Homo sapiens assay_type: bulk RNA-seq sample_context: GSM8042705: source_name=Oligodendroglioma, anaplastic; characteristics=tissue: Oligodendroglioma, anaplastic; age: 41; gender: Female; tumor grade: WHO Grade III GSM8042706: source_name=Glioblastoma multiforme; characteristics=tissue: Glioblastoma multiforme; age: 65; gender: Male; tumor grade: WHO Grade IV GSM8042707: source_name=Oligoastrocytoma, anaplastic; characteristics=tissue: Oligoastrocytoma, anaplastic; age: 41; gender: Male; tumor grade: WHO Grade III GSM8042708: source_name=Oligodendroglioma, anaplastic; characteristics=tissue: Oligodendroglioma, anaplastic; age: 51; gender: Female; tumor grade: WHO Grade III GSM8042709: source_name=Meningioma [Correction source preview truncated.]
Eligible for Patient tissue tumor-vs-normal as Not suitable
dataset_accession: GSE254461 dataset_title: Machine-learning model based on glycosyltransferase expression predicts multiple cancer types, subtypes and survival probability organism: Homo sapiens assay_type: bulk RNA-seq sample_context: GSM8042705: source_name=Oligodendroglioma, anaplastic; characteristics=tissue: Oligodendroglioma, anaplastic; age: 41; gender: Female; tumor grade: WHO Grade III GSM8042706: source_name=Glioblastoma multiforme; characteristics=tissue: Glioblastoma multiforme; age: 65; gender: Male; tumor grade: WHO Grade IV GSM8042707: source_name=Oligoastrocytoma, anaplastic; characteristics=tissue: Oligoastrocytoma, anaplastic; age: 41; gender: Male; tumor grade: WHO Grade III GSM8042708: source_name=Oligodendroglioma, anaplastic; characteristics=tissue: Oligodendroglioma, anaplastic; age: 51; gender: Female; tumor grade: WHO Grade III GSM8042709: source_name=Meningioma [Correction source preview truncated.]
tumor sample (case)
sample_accession: GSM8042705 sample_title: Brain cancer tissue, LGG_T1 source_name: Oligodendroglioma, anaplastic characteristics: tissue: Oligodendroglioma, anaplastic; age: 41; gender: Female; tumor grade: WHO Grade III
Included in derived sample grouping as tumor sample
sample_accession: GSM8042705 sample_title: Brain cancer tissue, LGG_T1 source_name: Oligodendroglioma, anaplastic characteristics: tissue: Oligodendroglioma, anaplastic; age: 41; gender: Female; tumor grade: WHO Grade III
tumor sample (case)
sample_accession: GSM8042706 sample_title: Brain cancer tissue, GBM_T1 source_name: Glioblastoma multiforme characteristics: tissue: Glioblastoma multiforme; age: 65; gender: Male; tumor grade: WHO Grade IV
Included in derived sample grouping as tumor sample
sample_accession: GSM8042706 sample_title: Brain cancer tissue, GBM_T1 source_name: Glioblastoma multiforme characteristics: tissue: Glioblastoma multiforme; age: 65; gender: Male; tumor grade: WHO Grade IV
tumor sample (case)
sample_accession: GSM8042707 sample_title: Brain cancer tissue, LGG_T2 source_name: Oligoastrocytoma, anaplastic characteristics: tissue: Oligoastrocytoma, anaplastic; age: 41; gender: Male; tumor grade: WHO Grade III
Included in derived sample grouping as tumor sample
sample_accession: GSM8042707 sample_title: Brain cancer tissue, LGG_T2 source_name: Oligoastrocytoma, anaplastic characteristics: tissue: Oligoastrocytoma, anaplastic; age: 41; gender: Male; tumor grade: WHO Grade III
tumor sample (case)
sample_accession: GSM8042708 sample_title: Brain cancer tissue, LGG_T3 source_name: Oligodendroglioma, anaplastic characteristics: tissue: Oligodendroglioma, anaplastic; age: 51; gender: Female; tumor grade: WHO Grade III
Included in derived sample grouping as tumor sample
sample_accession: GSM8042708 sample_title: Brain cancer tissue, LGG_T3 source_name: Oligodendroglioma, anaplastic characteristics: tissue: Oligodendroglioma, anaplastic; age: 51; gender: Female; tumor grade: WHO Grade III
tumor sample (case)
sample_accession: GSM8042709 sample_title: Meningioma tissue, LGG_T4 source_name: Meningioma, atypical characteristics: tissue: Meningioma, atypical; age: 48; gender: Female; tumor grade: WHO Grade II
Included in derived sample grouping as tumor sample
sample_accession: GSM8042709 sample_title: Meningioma tissue, LGG_T4 source_name: Meningioma, atypical characteristics: tissue: Meningioma, atypical; age: 48; gender: Female; tumor grade: WHO Grade II
tumor sample (case)
sample_accession: GSM8042710 sample_title: Meningioma tissue, LGG_T5 source_name: Meningioma, benign characteristics: tissue: Meningioma, benign; age: 41; gender: Female; tumor grade: WHO Grade I
Included in derived sample grouping as tumor sample
sample_accession: GSM8042710 sample_title: Meningioma tissue, LGG_T5 source_name: Meningioma, benign characteristics: tissue: Meningioma, benign; age: 41; gender: Female; tumor grade: WHO Grade I
tumor sample (case)
sample_accession: GSM8042711 sample_title: Meningioma tissue, LGG_T6 source_name: Meningioma, benign characteristics: tissue: Meningioma, benign; age: 51; gender: Female; tumor grade: WHO Grade I
Included in derived sample grouping as tumor sample
sample_accession: GSM8042711 sample_title: Meningioma tissue, LGG_T6 source_name: Meningioma, benign characteristics: tissue: Meningioma, benign; age: 51; gender: Female; tumor grade: WHO Grade I
tumor sample (case)
sample_accession: GSM8042712 sample_title: Breast Cancer tissue, BRCA_T1 source_name: Adenocarcinoma of breast, ductal characteristics: tissue: Adenocarcinoma of breast, ductal; age: 88; gender: Female; tumor grade: Nottingham G3: 8-9 points High combined grade (unfavorable)
Included in derived sample grouping as tumor sample
sample_accession: GSM8042712 sample_title: Breast Cancer tissue, BRCA_T1 source_name: Adenocarcinoma of breast, ductal characteristics: tissue: Adenocarcinoma of breast, ductal; age: 88; gender: Female; tumor grade: Nottingham G3: 8-9 points High combined grade (unfavorable)
tumor sample (case)
sample_accession: GSM8042713 sample_title: Breast Cancer tissue, BRCA_T2 source_name: Adenocarcinoma of breast, ductal characteristics: tissue: Adenocarcinoma of breast, ductal; age: 47; gender: Female; tumor grade: Nottingham G3: 8-9 points High combined grade (unfavorable)
Included in derived sample grouping as tumor sample
sample_accession: GSM8042713 sample_title: Breast Cancer tissue, BRCA_T2 source_name: Adenocarcinoma of breast, ductal characteristics: tissue: Adenocarcinoma of breast, ductal; age: 47; gender: Female; tumor grade: Nottingham G3: 8-9 points High combined grade (unfavorable)
excluded: animal sample in human dataset (excluded)
sample_accession: GSM8042714 sample_title: Breast Cancer tissue, BRCA_T3 source_name: Adenocarcinoma of breast, ductal characteristics: tissue: Adenocarcinoma of breast, ductal; age: 54; gender: Female; tumor grade: Nottingham G2: 6-7 points Intermediate combined grade (moderately favorable)
exclude: animal sample in human dataset - Animal sample marker detected in a human dataset.
sample_accession: GSM8042714 sample_title: Breast Cancer tissue, BRCA_T3 source_name: Adenocarcinoma of breast, ductal characteristics: tissue: Adenocarcinoma of breast, ductal; age: 54; gender: Female; tumor grade: Nottingham G2: 6-7 points Intermediate combined grade (moderately favorable)
tumor sample (case)
sample_accession: GSM8042715 sample_title: Breast Cancer tissue, BRCA_T4 source_name: Adenocarcinoma of breast, ductal characteristics: tissue: Adenocarcinoma of breast, ductal; age: 69; gender: Female; tumor grade: Nottingham G3: 8-9 points High combined grade (unfavorable)
Included in derived sample grouping as tumor sample
sample_accession: GSM8042715 sample_title: Breast Cancer tissue, BRCA_T4 source_name: Adenocarcinoma of breast, ductal characteristics: tissue: Adenocarcinoma of breast, ductal; age: 69; gender: Female; tumor grade: Nottingham G3: 8-9 points High combined grade (unfavorable)
tumor sample (case)
sample_accession: GSM8042716 sample_title: Breast Cancer tissue, BRCA_T5 source_name: Adenocarcinoma of breast, ductal, recurrent characteristics: tissue: Adenocarcinoma of breast, ductal, recurrent; age: 54; gender: Female; tumor grade: Nottingham G3: 8-9 points High combined grade (unfavorable)
Included in derived sample grouping as tumor sample
sample_accession: GSM8042716 sample_title: Breast Cancer tissue, BRCA_T5 source_name: Adenocarcinoma of breast, ductal, recurrent characteristics: tissue: Adenocarcinoma of breast, ductal, recurrent; age: 54; gender: Female; tumor grade: Nottingham G3: 8-9 points High combined grade (unfavorable)
tumor sample (case)
sample_accession: GSM8042717 sample_title: Breast Cancer tissue, BRCA_T6 source_name: Adenocarcinoma of breast, ductal characteristics: tissue: Adenocarcinoma of breast, ductal; age: 35; gender: Female; tumor grade: Nottingham G3: 8-9 points High combined grade (unfavorable)
Included in derived sample grouping as tumor sample
sample_accession: GSM8042717 sample_title: Breast Cancer tissue, BRCA_T6 source_name: Adenocarcinoma of breast, ductal characteristics: tissue: Adenocarcinoma of breast, ductal; age: 35; gender: Female; tumor grade: Nottingham G3: 8-9 points High combined grade (unfavorable)
excluded: animal sample in human dataset (excluded)
sample_accession: GSM8042718 sample_title: Breast Cancer tissue, BRCA_T7 source_name: Adenocarcinoma of breast, lobular characteristics: tissue: Adenocarcinoma of breast, lobular; age: 70; gender: Female; tumor grade: Nottingham G2: 6-7 points Intermediate combined grade (moderately favorable)
exclude: animal sample in human dataset - Animal sample marker detected in a human dataset.
sample_accession: GSM8042718 sample_title: Breast Cancer tissue, BRCA_T7 source_name: Adenocarcinoma of breast, lobular characteristics: tissue: Adenocarcinoma of breast, lobular; age: 70; gender: Female; tumor grade: Nottingham G2: 6-7 points Intermediate combined grade (moderately favorable)
tumor sample (case)
sample_accession: GSM8042719 sample_title: Breast Cancer tissue, BRCA_T8 source_name: Adenocarcinoma of breast, ductal characteristics: tissue: Adenocarcinoma of breast, ductal; age: 56; gender: Female; tumor grade: Nottingham G3: 8-9 points High combined grade (unfavorable)
Included in derived sample grouping as tumor sample
sample_accession: GSM8042719 sample_title: Breast Cancer tissue, BRCA_T8 source_name: Adenocarcinoma of breast, ductal characteristics: tissue: Adenocarcinoma of breast, ductal; age: 56; gender: Female; tumor grade: Nottingham G3: 8-9 points High combined grade (unfavorable)
tumor sample (case)
sample_accession: GSM8042720 sample_title: Breast Cancer tissue, BRCA_T9 source_name: Adenocarcinoma of breast, ductal, recurrent characteristics: tissue: Adenocarcinoma of breast, ductal, recurrent; age: 72; gender: Female; tumor grade: Not reported
Included in derived sample grouping as tumor sample
sample_accession: GSM8042720 sample_title: Breast Cancer tissue, BRCA_T9 source_name: Adenocarcinoma of breast, ductal, recurrent characteristics: tissue: Adenocarcinoma of breast, ductal, recurrent; age: 72; gender: Female; tumor grade: Not reported
tumor sample (case)
sample_accession: GSM8042721 sample_title: Breast Cancer tissue, BRCA_T10 source_name: Adenocarcinoma of breast, ductal characteristics: tissue: Adenocarcinoma of breast, ductal; age: 54; gender: Female; tumor grade: NSABP Grade: Nuclear 3 of 3 & Histologic 3 of 3
Included in derived sample grouping as tumor sample
sample_accession: GSM8042721 sample_title: Breast Cancer tissue, BRCA_T10 source_name: Adenocarcinoma of breast, ductal characteristics: tissue: Adenocarcinoma of breast, ductal; age: 54; gender: Female; tumor grade: NSABP Grade: Nuclear 3 of 3 & Histologic 3 of 3
tumor sample (case)
sample_accession: GSM8042722 sample_title: Breast Cancer tissue, BRCA_T11 source_name: Adenocarcinoma of breast, ductal characteristics: tissue: Adenocarcinoma of breast, ductal; age: 64; gender: Female; tumor grade: Nottingham G3: 8-9 points High combined grade (unfavorable)
Included in derived sample grouping as tumor sample
sample_accession: GSM8042722 sample_title: Breast Cancer tissue, BRCA_T11 source_name: Adenocarcinoma of breast, ductal characteristics: tissue: Adenocarcinoma of breast, ductal; age: 64; gender: Female; tumor grade: Nottingham G3: 8-9 points High combined grade (unfavorable)
excluded: animal sample in human dataset (excluded)
sample_accession: GSM8042723 sample_title: Breast Cancer tissue, BRCA_T12 source_name: Adenocarcinoma of breast, ductal characteristics: tissue: Adenocarcinoma of breast, ductal; age: 80; gender: Female; tumor grade: Nottingham G2: 6-7 points Intermediate combined grade (moderately favorable)
exclude: animal sample in human dataset - Animal sample marker detected in a human dataset.
sample_accession: GSM8042723 sample_title: Breast Cancer tissue, BRCA_T12 source_name: Adenocarcinoma of breast, ductal characteristics: tissue: Adenocarcinoma of breast, ductal; age: 80; gender: Female; tumor grade: Nottingham G2: 6-7 points Intermediate combined grade (moderately favorable)
excluded: animal sample in human dataset (excluded)
sample_accession: GSM8042724 sample_title: Breast Cancer tissue, BRCA_T13 source_name: Adenocarcinoma of breast, lobular characteristics: tissue: Adenocarcinoma of breast, lobular; age: 57; gender: Female; tumor grade: Nottingham G2: 6-7 points Intermediate combined grade (moderately favorable)
exclude: animal sample in human dataset - Animal sample marker detected in a human dataset.
sample_accession: GSM8042724 sample_title: Breast Cancer tissue, BRCA_T13 source_name: Adenocarcinoma of breast, lobular characteristics: tissue: Adenocarcinoma of breast, lobular; age: 57; gender: Female; tumor grade: Nottingham G2: 6-7 points Intermediate combined grade (moderately favorable)
tumor sample (case)
sample_accession: GSM8042725 sample_title: Breast Cancer tissue, BRCA_T14 source_name: Adenocarcinoma of breast, ductal characteristics: tissue: Adenocarcinoma of breast, ductal; age: 43; gender: Female; tumor grade: NSABP Grade: Nuclear 2 of 3 & Histologic 3 of 3
Included in derived sample grouping as tumor sample
sample_accession: GSM8042725 sample_title: Breast Cancer tissue, BRCA_T14 source_name: Adenocarcinoma of breast, ductal characteristics: tissue: Adenocarcinoma of breast, ductal; age: 43; gender: Female; tumor grade: NSABP Grade: Nuclear 2 of 3 & Histologic 3 of 3
tumor sample (case)
sample_accession: GSM8042726 sample_title: Breast Cancer tissue, BRCA_T15 source_name: Adenocarcinoma of breast, ductal characteristics: tissue: Adenocarcinoma of breast, ductal; age: 48; gender: Female; tumor grade: SBR GRADE 3
Included in derived sample grouping as tumor sample
sample_accession: GSM8042726 sample_title: Breast Cancer tissue, BRCA_T15 source_name: Adenocarcinoma of breast, ductal characteristics: tissue: Adenocarcinoma of breast, ductal; age: 48; gender: Female; tumor grade: SBR GRADE 3
tumor sample (case)
sample_accession: GSM8042727 sample_title: Breast Cancer tissue, BRCA_T16 source_name: Adenocarcinoma of breast, ductal characteristics: tissue: Adenocarcinoma of breast, ductal; age: 77; gender: Female; tumor grade: SBR GRADE 2
Included in derived sample grouping as tumor sample
sample_accession: GSM8042727 sample_title: Breast Cancer tissue, BRCA_T16 source_name: Adenocarcinoma of breast, ductal characteristics: tissue: Adenocarcinoma of breast, ductal; age: 77; gender: Female; tumor grade: SBR GRADE 2
tumor sample (case)
sample_accession: GSM8042728 sample_title: Breast Cancer tissue, BRCA_T17 source_name: Adenocarcinoma of breast, ductal characteristics: tissue: Adenocarcinoma of breast, ductal; age: 64; gender: Female; tumor grade: SBR GRADE 3
Included in derived sample grouping as tumor sample
sample_accession: GSM8042728 sample_title: Breast Cancer tissue, BRCA_T17 source_name: Adenocarcinoma of breast, ductal characteristics: tissue: Adenocarcinoma of breast, ductal; age: 64; gender: Female; tumor grade: SBR GRADE 3
tumor sample (case)
sample_accession: GSM8042729 sample_title: Breast Cancer tissue, BRCA_T18 source_name: Adenocarcinoma of breast, ductal characteristics: tissue: Adenocarcinoma of breast, ductal; age: 54; gender: Female; tumor grade: Nottingham G3: 8-9 points High combined grade (unfavorable)
Included in derived sample grouping as tumor sample
sample_accession: GSM8042729 sample_title: Breast Cancer tissue, BRCA_T18 source_name: Adenocarcinoma of breast, ductal characteristics: tissue: Adenocarcinoma of breast, ductal; age: 54; gender: Female; tumor grade: Nottingham G3: 8-9 points High combined grade (unfavorable)
excluded: animal sample in human dataset (excluded)
sample_accession: GSM8042730 sample_title: Breast Cancer tissue, BRCA_T19 source_name: Carcinoma in situ of breast, ductal characteristics: tissue: Carcinoma in situ of breast, ductal; age: 46; gender: Female; tumor grade: Nottingham G2: 6-7 points Intermediate combined grade (moderately favorable)
exclude: animal sample in human dataset - Animal sample marker detected in a human dataset.
sample_accession: GSM8042730 sample_title: Breast Cancer tissue, BRCA_T19 source_name: Carcinoma in situ of breast, ductal characteristics: tissue: Carcinoma in situ of breast, ductal; age: 46; gender: Female; tumor grade: Nottingham G2: 6-7 points Intermediate combined grade (moderately favorable)
tumor sample (case)
sample_accession: GSM8042731 sample_title: Breast Cancer tissue, BRCA_T20 source_name: Adenocarcinoma of breast, ductal characteristics: tissue: Adenocarcinoma of breast, ductal; age: 39; gender: Female; tumor grade: Nottingham G3: 8-9 points High combined grade (unfavorable)
Included in derived sample grouping as tumor sample
sample_accession: GSM8042731 sample_title: Breast Cancer tissue, BRCA_T20 source_name: Adenocarcinoma of breast, ductal characteristics: tissue: Adenocarcinoma of breast, ductal; age: 39; gender: Female; tumor grade: Nottingham G3: 8-9 points High combined grade (unfavorable)
tumor sample (case)
sample_accession: GSM8042732 sample_title: Breast Cancer tissue, BRCA_T21 source_name: Adenocarcinoma of breast, lobular characteristics: tissue: Adenocarcinoma of breast, lobular; age: 48; gender: Female; tumor grade: Not reported
Included in derived sample grouping as tumor sample
sample_accession: GSM8042732 sample_title: Breast Cancer tissue, BRCA_T21 source_name: Adenocarcinoma of breast, lobular characteristics: tissue: Adenocarcinoma of breast, lobular; age: 48; gender: Female; tumor grade: Not reported
normal tissue (control)
sample_accession: GSM8042733 sample_title: Healthy breast tissue, BRCA_N1 source_name: Breast tissue, within normal limits characteristics: tissue: Breast tissue, within normal limits; age: 46; gender: Female; tumor grade: Not applicable
Included in derived sample grouping as normal tissue
sample_accession: GSM8042733 sample_title: Healthy breast tissue, BRCA_N1 source_name: Breast tissue, within normal limits characteristics: tissue: Breast tissue, within normal limits; age: 46; gender: Female; tumor grade: Not applicable
normal tissue (control)
sample_accession: GSM8042734 sample_title: Healthy breast tissue, BRCA_N2 source_name: Breast tissue, within normal limits characteristics: tissue: Breast tissue, within normal limits; age: 48; gender: Female; tumor grade: Not applicable
Included in derived sample grouping as normal tissue
sample_accession: GSM8042734 sample_title: Healthy breast tissue, BRCA_N2 source_name: Breast tissue, within normal limits characteristics: tissue: Breast tissue, within normal limits; age: 48; gender: Female; tumor grade: Not applicable
tumor sample (case)
sample_accession: GSM8042735 sample_title: Colorectal cancer tissue, COAD_T1 source_name: Adenocarcinoma of colon characteristics: tissue: Adenocarcinoma of colon; age: 60; gender: Female; tumor grade: AJCC G1: Well differentiated
Included in derived sample grouping as tumor sample
sample_accession: GSM8042735 sample_title: Colorectal cancer tissue, COAD_T1 source_name: Adenocarcinoma of colon characteristics: tissue: Adenocarcinoma of colon; age: 60; gender: Female; tumor grade: AJCC G1: Well differentiated
excluded: animal sample in human dataset (excluded)
sample_accession: GSM8042736 sample_title: Colorectal cancer tissue, COAD_T2 source_name: Adenocarcinoma of rectum characteristics: tissue: Adenocarcinoma of rectum; age: 50; gender: Male; tumor grade: AJCC G2: Moderately differentiated
exclude: animal sample in human dataset - Animal sample marker detected in a human dataset.
sample_accession: GSM8042736 sample_title: Colorectal cancer tissue, COAD_T2 source_name: Adenocarcinoma of rectum characteristics: tissue: Adenocarcinoma of rectum; age: 50; gender: Male; tumor grade: AJCC G2: Moderately differentiated
excluded: animal sample in human dataset (excluded)
sample_accession: GSM8042737 sample_title: Colorectal cancer tissue, COAD_T3 source_name: Adenocarcinoma of colon characteristics: tissue: Adenocarcinoma of colon; age: 38; gender: Male; tumor grade: AJCC G2: Moderately differentiated
exclude: animal sample in human dataset - Animal sample marker detected in a human dataset.
sample_accession: GSM8042737 sample_title: Colorectal cancer tissue, COAD_T3 source_name: Adenocarcinoma of colon characteristics: tissue: Adenocarcinoma of colon; age: 38; gender: Male; tumor grade: AJCC G2: Moderately differentiated
excluded: animal sample in human dataset (excluded)
sample_accession: GSM8042738 sample_title: Colorectal cancer tissue, COAD_T4 source_name: Adenocarcinoma of colon characteristics: tissue: Adenocarcinoma of colon; age: 80; gender: Male; tumor grade: AJCC G2: Moderately differentiated
exclude: animal sample in human dataset - Animal sample marker detected in a human dataset.
sample_accession: GSM8042738 sample_title: Colorectal cancer tissue, COAD_T4 source_name: Adenocarcinoma of colon characteristics: tissue: Adenocarcinoma of colon; age: 80; gender: Male; tumor grade: AJCC G2: Moderately differentiated
excluded: animal sample in human dataset (excluded)
sample_accession: GSM8042739 sample_title: Colorectal cancer tissue, COAD_T5 source_name: Adenocarcinoma of rectum characteristics: tissue: Adenocarcinoma of rectum; age: 44; gender: Male; tumor grade: AJCC G2: Moderately differentiated
exclude: animal sample in human dataset - Animal sample marker detected in a human dataset.
sample_accession: GSM8042739 sample_title: Colorectal cancer tissue, COAD_T5 source_name: Adenocarcinoma of rectum characteristics: tissue: Adenocarcinoma of rectum; age: 44; gender: Male; tumor grade: AJCC G2: Moderately differentiated
normal tissue (control)
sample_accession: GSM8042740 sample_title: Healthy colorectal tissue, COAD_N1 source_name: Colorectal tissue, within normal limits characteristics: tissue: Colorectal tissue, within normal limits; age: 60; gender: Female; tumor grade: Not applicable
Included in derived sample grouping as normal tissue
sample_accession: GSM8042740 sample_title: Healthy colorectal tissue, COAD_N1 source_name: Colorectal tissue, within normal limits characteristics: tissue: Colorectal tissue, within normal limits; age: 60; gender: Female; tumor grade: Not applicable
normal tissue (control)
sample_accession: GSM8042741 sample_title: Healthy colorectal tissue, COAD_N2 source_name: Colorectal tissue, within normal limits characteristics: tissue: Colorectal tissue, within normal limits; age: 50; gender: Male; tumor grade: Not applicable
Included in derived sample grouping as normal tissue
sample_accession: GSM8042741 sample_title: Healthy colorectal tissue, COAD_N2 source_name: Colorectal tissue, within normal limits characteristics: tissue: Colorectal tissue, within normal limits; age: 50; gender: Male; tumor grade: Not applicable
normal tissue (control)
sample_accession: GSM8042742 sample_title: Healthy colorectal tissue, COAD_N3 source_name: Colorectal tissue, within normal limits characteristics: tissue: Colorectal tissue, within normal limits; age: 44; gender: Male; tumor grade: Not applicable
Included in derived sample grouping as normal tissue
sample_accession: GSM8042742 sample_title: Healthy colorectal tissue, COAD_N3 source_name: Colorectal tissue, within normal limits characteristics: tissue: Colorectal tissue, within normal limits; age: 44; gender: Male; tumor grade: Not applicable
normal tissue (control)
sample_accession: GSM8042743 sample_title: Healthy colorectal tissue, COAD_N4 source_name: Colorectal tissue, within normal limits characteristics: tissue: Colorectal tissue, within normal limits; age: 38; gender: Male; tumor grade: Not applicable
Included in derived sample grouping as normal tissue
sample_accession: GSM8042743 sample_title: Healthy colorectal tissue, COAD_N4 source_name: Colorectal tissue, within normal limits characteristics: tissue: Colorectal tissue, within normal limits; age: 38; gender: Male; tumor grade: Not applicable
normal tissue (control)
sample_accession: GSM8042744 sample_title: Healthy colorectal tissue, COAD_N5 source_name: Colorectal tissue, within normal limits characteristics: tissue: Colorectal tissue, within normal limits; age: 80; gender: Male; tumor grade: Not applicable
Included in derived sample grouping as normal tissue
sample_accession: GSM8042744 sample_title: Healthy colorectal tissue, COAD_N5 source_name: Colorectal tissue, within normal limits characteristics: tissue: Colorectal tissue, within normal limits; age: 80; gender: Male; tumor grade: Not applicable
normal tissue (control)
sample_accession: GSM8042745 sample_title: Healthy kidney tissue, KI_N1 source_name: Kidney tissue, within normal limits characteristics: tissue: Kidney tissue, within normal limits; age: 59; gender: Male; tumor grade: Not applicable
Included in derived sample grouping as normal tissue
sample_accession: GSM8042745 sample_title: Healthy kidney tissue, KI_N1 source_name: Kidney tissue, within normal limits characteristics: tissue: Kidney tissue, within normal limits; age: 59; gender: Male; tumor grade: Not applicable
normal tissue (control)
sample_accession: GSM8042746 sample_title: Healthy kidney tissue, KI_N2 source_name: Kidney tissue, within normal limits characteristics: tissue: Kidney tissue, within normal limits; age: 59; gender: Male; tumor grade: Not applicable
Included in derived sample grouping as normal tissue
sample_accession: GSM8042746 sample_title: Healthy kidney tissue, KI_N2 source_name: Kidney tissue, within normal limits characteristics: tissue: Kidney tissue, within normal limits; age: 59; gender: Male; tumor grade: Not applicable
normal tissue (control)
sample_accession: GSM8042747 sample_title: Healthy kidney tissue, KI_N3 source_name: Kidney tissue, within normal limits characteristics: tissue: Kidney tissue, within normal limits; age: 63; gender: Female; tumor grade: Not applicable
Included in derived sample grouping as normal tissue
sample_accession: GSM8042747 sample_title: Healthy kidney tissue, KI_N3 source_name: Kidney tissue, within normal limits characteristics: tissue: Kidney tissue, within normal limits; age: 63; gender: Female; tumor grade: Not applicable
tumor sample (case)
sample_accession: GSM8042748 sample_title: Renal cell carcinoma tissue, KI_T1 source_name: Carcinoma of kidney, renal cell, metastatic characteristics: tissue: Carcinoma of kidney, renal cell, metastatic; age: 45; gender: Male; tumor grade: Not reported
Included in derived sample grouping as tumor sample
sample_accession: GSM8042748 sample_title: Renal cell carcinoma tissue, KI_T1 source_name: Carcinoma of kidney, renal cell, metastatic characteristics: tissue: Carcinoma of kidney, renal cell, metastatic; age: 45; gender: Male; tumor grade: Not reported
tumor sample (case)
sample_accession: GSM8042749 sample_title: Renal cell carcinoma tissue, KI_T2 source_name: Carcinoma of kidney, renal cell, papillary characteristics: tissue: Carcinoma of kidney, renal cell, papillary; age: 59; gender: Male; tumor grade: Fuhrman G2: Nuclei slightly irregular
Included in derived sample grouping as tumor sample
sample_accession: GSM8042749 sample_title: Renal cell carcinoma tissue, KI_T2 source_name: Carcinoma of kidney, renal cell, papillary characteristics: tissue: Carcinoma of kidney, renal cell, papillary; age: 59; gender: Male; tumor grade: Fuhrman G2: Nuclei slightly irregular
tumor sample (case)
sample_accession: GSM8042750 sample_title: Renal cell carcinoma tissue, KI_T3 source_name: Carcinoma of kidney, renal cell, metastatic characteristics: tissue: Carcinoma of kidney, renal cell, metastatic; age: 45; gender: Male; tumor grade: Not reported
Included in derived sample grouping as tumor sample
sample_accession: GSM8042750 sample_title: Renal cell carcinoma tissue, KI_T3 source_name: Carcinoma of kidney, renal cell, metastatic characteristics: tissue: Carcinoma of kidney, renal cell, metastatic; age: 45; gender: Male; tumor grade: Not reported
tumor sample (case)
sample_accession: GSM8042751 sample_title: Renal cell carcinoma tissue, KI_T4 source_name: Carcinoma of kidney, renal cell, clear cell characteristics: tissue: Carcinoma of kidney, renal cell, clear cell; age: 59; gender: Male; tumor grade: Fuhrman G3: Nuclei very irregular
Included in derived sample grouping as tumor sample
sample_accession: GSM8042751 sample_title: Renal cell carcinoma tissue, KI_T4 source_name: Carcinoma of kidney, renal cell, clear cell characteristics: tissue: Carcinoma of kidney, renal cell, clear cell; age: 59; gender: Male; tumor grade: Fuhrman G3: Nuclei very irregular
tumor sample (case)
sample_accession: GSM8042752 sample_title: Renal cell carcinoma tissue, KI_T5 source_name: Carcinoma of kidney, renal cell, chromophobe characteristics: tissue: Carcinoma of kidney, renal cell, chromophobe; age: 63; gender: Female; tumor grade: Fuhrman G2: Nuclei slightly irregular
Included in derived sample grouping as tumor sample
sample_accession: GSM8042752 sample_title: Renal cell carcinoma tissue, KI_T5 source_name: Carcinoma of kidney, renal cell, chromophobe characteristics: tissue: Carcinoma of kidney, renal cell, chromophobe; age: 63; gender: Female; tumor grade: Fuhrman G2: Nuclei slightly irregular
tumor sample (case)
sample_accession: GSM8042753 sample_title: Liver cancer tissue, LIV_T1 source_name: Carcinoma of liver, hepatocellular characteristics: tissue: Carcinoma of liver, hepatocellular; age: 81; gender: Male; tumor grade: AJCC G1: Well differentiated
Included in derived sample grouping as tumor sample
sample_accession: GSM8042753 sample_title: Liver cancer tissue, LIV_T1 source_name: Carcinoma of liver, hepatocellular characteristics: tissue: Carcinoma of liver, hepatocellular; age: 81; gender: Male; tumor grade: AJCC G1: Well differentiated
tumor sample (case)
sample_accession: GSM8042754 sample_title: Liver cancer tissue, LIV_T2 source_name: Carcinoma of liver, hepatocellular characteristics: tissue: Carcinoma of liver, hepatocellular; age: 66; gender: Male; tumor grade: AJCC G3: Poorly differentiated
Included in derived sample grouping as tumor sample
sample_accession: GSM8042754 sample_title: Liver cancer tissue, LIV_T2 source_name: Carcinoma of liver, hepatocellular characteristics: tissue: Carcinoma of liver, hepatocellular; age: 66; gender: Male; tumor grade: AJCC G3: Poorly differentiated
tumor sample (case)
sample_accession: GSM8042755 sample_title: Liver cancer tissue, LIV_T3 source_name: Carcinoma of liver, hepatocellular characteristics: tissue: Carcinoma of liver, hepatocellular; age: 86; gender: Male; tumor grade: AJCC G1: Well differentiated
Included in derived sample grouping as tumor sample
sample_accession: GSM8042755 sample_title: Liver cancer tissue, LIV_T3 source_name: Carcinoma of liver, hepatocellular characteristics: tissue: Carcinoma of liver, hepatocellular; age: 86; gender: Male; tumor grade: AJCC G1: Well differentiated
normal tissue (control)
sample_accession: GSM8042756 sample_title: Healthy liver tissue, LIV_N1 source_name: Liver tissue, within normal limits characteristics: tissue: Liver tissue, within normal limits; age: 81; gender: Male; tumor grade: Not applicable
Included in derived sample grouping as normal tissue
sample_accession: GSM8042756 sample_title: Healthy liver tissue, LIV_N1 source_name: Liver tissue, within normal limits characteristics: tissue: Liver tissue, within normal limits; age: 81; gender: Male; tumor grade: Not applicable
normal tissue (control)
sample_accession: GSM8042757 sample_title: Healthy liver tissue, LIV_N2 source_name: Liver tissue, within normal limits characteristics: tissue: Liver tissue, within normal limits; age: 66; gender: Male; tumor grade: Not applicable
Included in derived sample grouping as normal tissue
sample_accession: GSM8042757 sample_title: Healthy liver tissue, LIV_N2 source_name: Liver tissue, within normal limits characteristics: tissue: Liver tissue, within normal limits; age: 66; gender: Male; tumor grade: Not applicable
normal tissue (control)
sample_accession: GSM8042758 sample_title: Healthy liver tissue, LIV_N3 source_name: Liver tissue, within normal limits characteristics: tissue: Liver tissue, within normal limits; age: 86; gender: Male; tumor grade: Not applicable
Included in derived sample grouping as normal tissue
sample_accession: GSM8042758 sample_title: Healthy liver tissue, LIV_N3 source_name: Liver tissue, within normal limits characteristics: tissue: Liver tissue, within normal limits; age: 86; gender: Male; tumor grade: Not applicable
normal tissue (control)
sample_accession: GSM8042759 sample_title: Healthy uterine tissue, UT_N1 source_name: Uterine tissue, within normal limits characteristics: tissue: Uterine tissue, within normal limits; age: 61; gender: Female; tumor grade: Not applicable
Included in derived sample grouping as normal tissue
sample_accession: GSM8042759 sample_title: Healthy uterine tissue, UT_N1 source_name: Uterine tissue, within normal limits characteristics: tissue: Uterine tissue, within normal limits; age: 61; gender: Female; tumor grade: Not applicable
tumor sample (case)
sample_accession: GSM8042760 sample_title: Uterine cancer tissue, UT_T1 source_name: Serous carcinoma of the uterus, leiomyomata characteristics: tissue: Serous carcinoma of the uterus, leiomyomata; age: 61; gender: Female; tumor grade: AJCC pTNM: pT1a N0
Included in derived sample grouping as tumor sample
sample_accession: GSM8042760 sample_title: Uterine cancer tissue, UT_T1 source_name: Serous carcinoma of the uterus, leiomyomata characteristics: tissue: Serous carcinoma of the uterus, leiomyomata; age: 61; gender: Female; tumor grade: AJCC pTNM: pT1a N0
tumor sample (case)
sample_accession: GSM8042761 sample_title: Uterine cancer tissue, UT_T2 source_name: Uterine endometrioid adenocarcinoma characteristics: tissue: Uterine endometrioid adenocarcinoma; age: 34; gender: Female; tumor grade: AJCC pTNM: pT2 Nx
Included in derived sample grouping as tumor sample
sample_accession: GSM8042761 sample_title: Uterine cancer tissue, UT_T2 source_name: Uterine endometrioid adenocarcinoma characteristics: tissue: Uterine endometrioid adenocarcinoma; age: 34; gender: Female; tumor grade: AJCC pTNM: pT2 Nx
Original dataset metadata, sample metadata, source links, and GEO data availability flags.
Planned trusted source for processed count availability.
Planned source for curated expression experiment links.
Publication context when PubMed identifiers are already known.
No project feedback stored for this dataset.
dataset_accession: GSE254461 dataset_title: Machine-learning model based on glycosyltransferase expression predicts multiple cancer types, subtypes and survival probability organism: Homo sapiens assay_type: bulk RNA-seq processed_data_available: true raw_data_available: true submission_date: 2024-01-29 last_update_date: 2026-01-13 organization_name: King Abdullah University of Science and Techonology department: Biological and Environmental Science and Engineering Division public_date: 2024-02-03 experiment_types: Expression profiling by high throughput sequencing platforms: GPL24676 Illumina NovaSeq 6000 (Homo sapiens) sub_series: Not available bioproject: PRJNA1070610 supplementary_files: TXT: GSE254461_raw_counts.txt.gz series_type: Series
Samples currently treated as the comparison case group.
Samples currently treated as controls or baseline.
Samples with no explicit case or control marker.
No samples
Samples excluded from grouping by hard exclusion rules.
Samples that need manual review before trusting grouping.
No samples
No review decisions have been stored for this dataset.