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Public Gene Expression Studies Included in CBioExplorer

ID Title Cancer Dataset Total genes Total samples Platform Publication_date Lastupdate Link PMID Normalization
1 GDC TARGET-ALL-P3 Acute lymphoblastic leukemia TARGET-ALL-P3 58387 117 Illumina HiSeq 2009 2019 https://xenabrowser.net/datapages/ 25207766 log2(fpkm+1)
2 Transcription profiling by array of diagnosis and relapse specimens of paediatric patients with acute lymphoblastic leukaemia (ALL) to identify mechanisms and pathways of therapy failure Acute lymphoblastic leukemia E-MTAB-1216 12547 101 Affymetrix GeneChip Human Genome HG-U133A 2012 2014 https://www.ebi.ac.uk/arrayexpress/experiments/E-MTAB-1216 NA RMA
3 Transcription profiling by array of bone marrow from T-cell acute lymphoblastic leukemia pediatric patients to investigate outcome prediction Acute lymphoblastic leukemia E-MTAB-1205 21653 38 Affymetrix GeneChip Human Genome U133 Plus 2.0 2012 2014 https://www.ebi.ac.uk/arrayexpress/experiments/E-MTAB-1205 23436797 RMA
4 TARGET-AML Acute myeloid leukemia TARGET-AML 58387 145 Illumina HiSeq 2009 2019 https://xenabrowser.net/datapages/ 26941285 log2(fpkm+2)
5 Prognostic gene signature for normal karyotype AML Acute myeloid leukemia GSE12417_GPL570 21653 79 Affymetrix Human Genome U133 Plus 2.0 Array 2008 2021 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE12417 18716133 RMA
6 Prognostic gene signature for normal karyotype AML Acute myeloid leukemia GSE12417_GPL96 12547 163 Affymetrix Human Genome U133A Array 2008 2021 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE12417 18716133 RMA
7 Prognostic gene signature for normal karyotype AML Acute myeloid leukemia GSE12417_GPL97 10603 163 Affymetrix Human Genome U133B Array 2008 2021 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE12417 18716133 RMA
8 Genomic and epigenomic landscapes of adult de novo acute myeloid leukemia Acute myeloid leukemia TCGA-LAML 34849 117 HTSeq 2013 2021 https://portal.gdc.cancer.gov/projectsTCGA-LAML 23634996 TPM
9 Beta-catenin status effects in human adrenocortical carcinomas (33), adenomas (22), and normal adrenal cortex (10) Adrenocortical carcinoma GSE33371 21653 65 Affymetrix Human Genome U133 Plus 2.0 Array 2011 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE33371 22800756 RMA
10 Comprehensive Pan-Genomic Characterization of Adrenocortical Carcinoma Adrenocortical carcinoma TCGA-ACC 34849 79 HTSeq 2016 2021 https://portal.gdc.cancer.gov/projectsTCGA-ACC 27165744 TPM
11 Comprehensive and Integrated Genomic Characterization of Adult Soft Tissue Sarcomas Adult soft tissue sarcomas TCGA-SARC 34849 255 HTSeq 2017 2021 https://portal.gdc.cancer.gov/projectsTCGA-SARC 29100075 TPM
12 Transcription profiling of 32 human Anaplastic Large Cell Lymphomas (ALCL) and 5 ALCL cell lines to investigate differences between tumors expressing/not-expressing Anaplastic Lymphoma kinkase Anaplastic large cell lymphomas E-TABM-117 12547 37 Affymetrix GeneChip Human Genome HG-U133A 2007 2014 https://www.ebi.ac.uk/arrayexpress/experiments/E-TABM-117 17077326 RMA
13 Predective Value of Prognosis-Related Gene Expression Study in Primary Bladder Cancer Bladder cancer GSE13507 24357 256 Illumina human-6 v2.0 expression beadchip 2008 2020 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE13507 20059769 Array data processing were performed on Illumina BeadStudio software. We normalized gene expression data using Quantile normalization and log2 transformatoin. To export to a data matrix, Sample Gene Profile option of this software was used.
14 Prediction of response and survival following chemotherapy in patients with advanced bladder cancer Bladder cancer GSE5287 12178 30 Affymetrix Human Genome U133A Array 2006 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE5287 17671123 Intensity
15 Waldman Bladder tumors Bladder cancer GSE1827 6225 80 JAKE 2004 2015 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE1827 15930339 Norm log2 ratio
16 Subtype classification, grading, and outcome prediction of urothelial carcinomas by combined mRNA profiling and aCGH Bladder cancer GSE19915_GPL3883 10314 84 Swegene Human 27K RAP UniGene188 array 2010 2012 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE19915 20406976 normalized log2 ratio (Cy3/Cy5) representing test/reference
17 Subtype classification, grading, and outcome prediction of urothelial carcinomas by combined mRNA profiling and aCGH Bladder cancer GSE19915_GPL5186 11671 98 SWEGENE H_v3.0.1 35K 2010 2012 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE19915 20406976 normalized log2 ratio (Cy3/Cy5) representing test/reference
18 A Molecular Taxonomy of Urothelial Carcinoma Bladder cancer GSE32894 16940 308 Illumina HumanHT-12 V3.0 expression beadchip 2011 2020 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE32894 22553347 normalized signal
19 Comprehensive Transcriptional Analysis of Early Stage Urothelial Carcinoma using whole transcriptome sequencing Bladder cancer E-MTAB-4321 38267 476 FPKM normalized RNAseq data 2016 NA https://www.ebi.ac.uk/arrayexpress/experiments/E-MTAB-4321 27321955 Normalized signal intensities by GenePattern Illumina module
20 Predictive Gene Signatures as Strong Prognostic Indicators of the Effectiveness of BCG Immunotherapy Bladder cancer GSE19423 24357 48 Illumina human-6 v2.0 expression beadchip 2009 2013 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE19423 20233890 Normalized signal intensity
21 Gene expression profiling of urothelial carcinoma Bladder cancer GSE48276 20818 116 Illumina HumanHT-12 WG-DASL V4.0 R2 expression beadchip 2013 2017 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE48276 24525232 quantile normalized
22 Adrenocortical Carcinoma Gene Expression Profiling Bladder cancer GSE19750 21653 48 Affymetrix Human Genome U133 Plus 2.0 Array 2010 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE19750 24238056 RMA
23 Combination of a novel gene expression signature with a clinical nomogram improves the prediction of survival in high-risk bladder cancer ? Bladder cancer GSE31684 21653 93 Affymetrix Human Genome U133 Plus 2.0 Array 2011 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE31684 22228636 RMA
24 Comprehensive Molecular Characterization of Urothelial Bladder Carcinoma Bladder cancer TCGA-BLCA 34849 400 HTSeq 2014 2021 https://portal.gdc.cancer.gov/projectsTCGA-BLCA 24476821 TPM
25 Genomic landscape of Ewing sarcoma defines an aggressive subtype with co-association of STAG2 and TP53 mutations Bone cancer-Ewing sarcoma ICGC-BOCA-FR 24818 57 HTSeq 2014 2019 https://dcc.icgc.org/releases/current/Projects/BOCA-FR 25223734 NA
26 Genome and transcriptome study of the response to irinotecan and bevacizumab in recurrent glioblastomas Brain tumor-GBM E-MTAB-951 21653 23 Affymetrix GeneChip Human Genome U133 Plus 2.0 2013 2014 https://www.ebi.ac.uk/arrayexpress/experiments/E-MTAB-951 24804210 RMA
27 Gene expression analysis of glioblastomas identifies the major molecular basis for the prognostic benefit of younger age Brain tumor-GBM GSE13041_GPL570 21653 27 Affymetrix Human Genome U133 Plus 2.0 Array 2018 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE13041 18940004 RMA
28 Gene expression analysis of glioblastomas identifies the major molecular basis for the prognostic benefit of younger age Brain tumor-GBM GSE13041_GPL8300 8619 49 Affymetrix Human Genome U95 Version 2 Array 2018 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE13041 18940004 RMA
29 Gene expression analysis of glioblastomas identifies the major molecular basis for the prognostic benefit of younger age Brain tumor-GBM GSE13041_GPL96 12547 191 Affymetrix Human Genome U133A Array 2018 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE13041 18940004 RMA
30 Patient specific orthotopic glioblastoma xenograft models recapitulate the histopathology and biology of human glioblastomas in situ (gene expression) Brain tumor-GBM GSE42669 20202 58 Affymetrix Human Gene 1.0 ST Array 2012 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE42669 23333277 RMA
31 Glioblastoma from a homogenous cohort of patients treated within clinical trial Brain tumor-GBM GSE7696 21653 84 Affymetrix Human Genome U133 Plus 2.0 Array 2007 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE7696 18565887 RMA
32 Comprehensive genomic characterization defines human glioblastoma genes and core pathways Brain tumor-GBM TCGA-GBM 34849 143 HTSeq 2008 2021 https://portal.gdc.cancer.gov/projectsTCGA-GBM 18772890 TPM
33 An expression profiling study of anaplastic oligodendroglioma Brain tumor-Glioma E-MTAB-2768 21653 71 Affymetrix GeneChip Human Genome U133 Plus 2.1 2015 2018 https://www.ebi.ac.uk/arrayexpress/experiments/E-MTAB-2768 26068201 Bioconductor justRMA with default values for background-adjustment, normalization and log-transformation parameters
34 Wavelet modelling of microarray data provides chromosomal pattern of expression which predicts survival in gliomas Brain tumor-Glioma GSE2817 21653 25 Affymetrix Human Genome U133 Plus 2.0 Array 2005 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE2817 17140431 RMA
35 Comprehensive and Integrative Genomic Characterization of Diffuse Lower Grade Gliomas Brain tumor-Glioma TCGA-LGG 34849 495 HTSeq 2015 2021 https://portal.gdc.cancer.gov/projectsTCGA-LGG 26061751 TPM
36 Putamen involvement and survival outcomes in patients with insular low-grade gliomas Brain tumor-Glioma/GBM CGGA_301 19416 300 Agilent Whole Human Genome (Array) 2017 2021 http://www.cgga.org.cn/download.jsp 27564467 Normalized signal intensity
37 Expression data as part of an Integrated analysis of oligodendroglial tumours Brain tumor-Glioma/GBM E-MTAB-3892 21653 175 Affymetrix GeneChip Human Genome U133 Plus 2.0 2016 2018 https://www.ebi.ac.uk/arrayexpress/experiments/E-MTAB-3892 27090007 RMA
38 Intrinsic Gene Expression Profiles of Gliomas are a Better Predictor of Survival than Histology Brain tumor-Glioma/GBM GSE16011 21653 284 Affymetrix GeneChip Human Genome U133 Plus 2.0 Array 2009 2014 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE16011 19920198 RMA
39 Molecular subclasses of high-grade glioma: prognosis, disease progression, and neurogenesis Brain tumor-Glioma/GBM GSE4271_GPL96 12547 100 Affymetrix Human Genome U133B Array 2006 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE4271 16530701 RMA
40 Molecular subclasses of high-grade glioma: prognosis, disease progression, and neurogenesis Brain tumor-Glioma/GBM GSE4271_GPL97 10603 100 Affymetrix Human Genome U133B Array 2006 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE4271 16530701 RMA
41 freij-affy-human-91666 Brain tumor-Glioma/GBM GSE4412_GPL96 12547 85 Affymetrix Human Genome U134A Array 2006 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE4412 15374961 RMA
42 freij-affy-human-91666 Brain tumor-Glioma/GBM GSE4412_GPL97 10603 85 Affymetrix Human Genome U134B Array 2006 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE4412 15374961 RMA
43 Comprehensive RNA-seq transcriptomic profiling in the malignant progression of gliomas. Brain tumor-Glioma/GBM CGGA_325 24326 325 Illumina HiSeq 2000 or 2500 2017 2021 http://www.cgga.org.cn/download.jsp 28291232 RSEM
44 Localizing seizure-susceptible brain regions associated with low-grade gliomas using voxel-based lesion-symptom mapping Brain tumor-Glioma/GBM CGGA_693 23987 693 Illumina HiSeq 2015 2021 http://www.cgga.org.cn/download.jsp 25031032 RSEM
45 Expression data from 30 medulloblastomas Brain tumor-Medulloblastoma GSE30074 20202 30 Affymetrix Human Gene 1.0 ST Array 2011 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE30074 22090452 RMA
46 Novel mutations target distinct subgroups of medulloblastoma. Brain tumor-Medulloblastoma GSE37418 21653 76 Affymetrix Human Genome U133 Plus 2.0 Array 2012 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE37418 22722829 RMA
47 Genomic landscape of meningiomas: gene expression Brain tumor-Meningioma GSE16581 21653 68 Affymetrix GeneChip Human Genome U133 Plus 2.1 Array 2009 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE16581 20015288 RMA
48 Gene expression profiling of patients from the Danish Center for Translational Breast Cancer Research program Breast cancer E-MTAB-7201 34729 94 Agilent-072363 SurePrint G3 Human GE v3 8x60K Microarray 039494 2018 2018 https://www.ebi.ac.uk/arrayexpress/experiments/E-MTAB-7201 28123884  Log2 expresion
49 Breast Cancer Dataset Breast cancer GSE3143 8619 158 Affymetrix HGU95 2005 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE3143 16273092 Affymetrix Microarray Suite version 5.0
50 A Supervised Risk Predictor of Breast Cancer Based on Biological Subtypes Breast cancer GSE10886_GPL1390 10040 197 Agilent Human 1A Oligo UNC custom Microarrays 2008 2017 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE10886 19204204 Data for both channels were Lowess-normalized and then log(2) ratio was taken
51 A Supervised Risk Predictor of Breast Cancer Based on Biological Subtypes Breast cancer GSE10886_GPL887 16546 27 Agilent-012097 Human 1A Microarray (V2) G4110B 2008 2017 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE10886 19204204 Data for both channels were Lowess-normalized and then log(2) ratio was taken
52 Phenotypic and Molecular Characterization of the Claudin-low Intrinsic Subtype of Breast Cancer Breast cancer GSE18229_GPL1390 10040 199 Agilent Human 1A Oligo UNC custom Microarrays 2009 2017 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE18229 20813035 Data for both channels were Lowess-normalized and then log(2) ratio was taken
53 Phenotypic and Molecular Characterization of the Claudin-low Intrinsic Subtype of Breast Cancer Breast cancer GSE18229_GPL887 16546 94 Agilent-012097 Human 1A Microarray (V2) G4110B (Feature Number version) 2009 2017 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE18229 20813035 Data for both channels were Lowess-normalized and then log(2) ratio was taken
54 Heterogeneity of Response to Chemotherapy and Recurrence-free Survival in Neoadjuvant Breast Cancer: Results from the I-SPY 1 TRIAL Breast cancer GSE22226_GPL1708 18841 129 Agilent-012391 Whole Human Genome Oligo Microarray G4112A (Feature Number version) 2010 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE22226 22198468 Data for both channels were Lowess-normalized and then log(2) ratio was taken
55 Heterogeneity of Response to Chemotherapy and Recurrence-free Survival in Neoadjuvant Breast Cancer: Results from the I-SPY 2 TRIAL Breast cancer GSE22226_GPL4133 19749 20 Agilent-014850 Whole Human Genome Microarray 4x44K G4112F (Feature Number version) 2010 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE22226 22198468 Data for both channels were Lowess-normalized and then log(2) ratio was taken
56 Biological Classification of Breast Cancer by Real-Time Quantitative RTPCR: Comparisons to Microarray and Histopathology Breast cancer GSE2607_GPL1390 10040 64 Agilent Human 1A Oligo UNC custom Microarrays 2005 2017 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE2607 16626501 Data for both channels were Lowess-normalized and then log(2) ratio was taken
57 Biological Classification of Breast Cancer by Real-Time Quantitative RTPCR: Comparisons to Microarray and Histopathology Breast cancer GSE2607_GPL887 16546 50 Agilent-012097 Human 1A Microarray (V2) G4110B (Feature Number version) 2005 2017 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE2607 16626501 Data for both channels were Lowess-normalized and then log(2) ratio was taken
58 Agreement in Breast Cancer Classification between Microarray and qRT-PCR from Fresh-Frozen and Formalin-Fixed Tissues Breast cancer GSE6130_GPL1390 10040 96 Agilent Human 1A Oligo UNC custom Microarrays 2006 2017 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE6130 17525107 Data for both channels were Lowess-normalized and then log(2) ratio was taken
59 Agreement in Breast Cancer Classification between Microarray and qRT-PCR from Fresh-Frozen and Formalin-Fixed Tissues Breast cancer GSE6130_GPL887 16546 53 Agilent-012097 Human 1A Microarray (V2) G4110B (Feature Number version) 2006 2017 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE6130 17525107 Data for both channels were Lowess-normalized and then log(2) ratio was taken
60 Molecular Characterization of Breast Cancer Subtypes Derived from Joint Analysis of High Throughput miRNA and mRNA Data Breast cancer GSE19536_GPL6480 19595 114 Agilent-014850 Whole Human Genome Microarray 4x44K G4112F (Probe Name version) 2009 2020 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE19536 21364938 Feature Extraction (FE) v9.5.3.1 was used to extract signals. Data were log2 transformed, non-uniform spots were excluded, and when averaging replicated probes, population outliers were excluded. Probes that are missing on more than 10 arrays were excluded.
61 A gene-expression signature to predict survival in breast cancer across independent data sets Breast cancer Caldas-2007 14708 135 Agilent Human 1A 60-mer Oligo Microarray 2007 2011 https://pubmed.ncbi.nlm.nih.gov/16936776/ 16936776 Feature extraction, normalization of the raw data and data filtering were performed using the Agilent G2567AA Feature Extraction software (Agilent Technologies) and Spotfire DecisionSite 8.0 (Somerville, MA, USA)
62 A new gene expression signature, the ClinicoMolecular Triad Classification, may improve prediction and prognostication of breast cancer at the time of diagnosis Breast cancer GSE16987 18196 161 Illumina humanRef-8 v2.0 expression beadchip 2009 2015 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE16987 21939527 Image data were processed by BeadStudio software using background subtraction and Quantile normalization.
63 Gene expression variation to predict 10-year survival in lymph-node-negative breast cancer Breast cancer GSE12071 12697 46 SWEGENE H_v3.0.1 35K 2008 2012 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE12071 18778486 Intensities were calculated by median spot - median background. Flagged spots and spots for which background adjusted intensities were <0 or >65 000 were excluded as well as spots with intensities below 20 in both channels. Intensities below 20 in one channel were set to 20 to compensate for extreme quotients. pin-based Lowess normalization were performed with 12 blocks in each group
64 A gene expression signature predicting the recurrence of tamoxifen-treated primary breast cancer. Breast cancer GSE9893 14819 155 MLRG Human 21K V12.0 2007 2015 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE9893 18347175 log F635 norm
65 Estrogen receptor beta expression is associated with tamoxifen response in ER alpha-negative breast carcinoma Breast cancer GSE6577 6742 88 Swegene Human 27K RAP UniGene188 array 2006 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE6577 17404078 log2 ratio (tumor ch1=532nm/reference ch2=635nm) after filtering and normalization procedures.
66 Comparison between Estrogen receptor positive and Estrogen receptor negative breast cancer samples Breast cancer GSE10510 19852 152 DKFZ Division of Molecular Genome Analysis Human Operon 4.0 oligo Array 35k 2008 2013 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE10510 18592372 log2 ratios (Cy5/Cy3)
67 Subtype-dependent prognostic relevance of an interferon-induced pathway metagene in human node negative breast cancer Breast cancer GSE37181 25438 123 Illumina HumanWG-6 v3.0 expression beadchip 2012 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE37181 24853384 Log2 tranformation; Robust Spline Normalization
68 ABI1-based 7-gene expression signature predicts breast cancer metastasis and survival Breast cancer GSE159956 12201 295 Rosetta (Merck) GEL Breast Tumor Profiles 2020 2021 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE159956 NA Normalization between the channels was accomplished by normalizing each channel to the mean intensities of all genes.
69 Genomic Subtypes of Breast Cancer Identified by Array Comparative Genomic Hybridization Breast cancer GSE22133_GPL5345 8427 359 SWEGENE H_v2.1.1 55K 2010 2012 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE22133 20576095 Normalized log2 ratio (tumor/reference male DNA)
70 Gene expression profiling of early primary breast cancer to identify prognostic markers and associated pathways Breast cancer GSE22219 21438 216 Illumina humanRef-8 v1.0 expression beadchip 2010 2013 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE22219 21737487 Normalized log2 signal intensity
71 breast cancer / tamoxifen monotherapy (whole tissue tumor biopsies) Breast cancer GSE1379 11728 60 Arcturus 22k human oligonucleotide microarray 2004 2012 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE1379 15193263 Normalized ratio of Cy5/Cy3
72 Internal validation cohort of breast cancers for development of ClinicoMolecular Triad Classification Breast cancer GSE45725 18630 340 Illumina HumanRef-8 v3.0 expression beadchip 2013 2017 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE45725 24996446 quantile-normalized log2 ratio (intensity value/average signal in all samples)
73 Gene expression profiles of breast cancer metastasis according to organ site Breast cancer GSE175692 771 184 nCounter Breast Cancer 360 Panel 2021 2021 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE175692 34051058 Raw counts of each gene were subjected to a technical normalization using the geometric mean of five housekeeping genes (ACTB, MRPL19, PSMC4, RPLP0 and SF3A1). Normalized values were then log2 transformed.
74 Transcription profiling of human breast cancer samples Breast cancer E-TABM-158 12888 100 Affymetrix High Throughput Array U133AA of Av2 2008 2014 https://www.ebi.ac.uk/arrayexpress/experiments/E-TABM-158 17157792 RMA
75 The humoral immune system has a key prognostic impact in node-negative breast cancer Breast cancer GSE11121 12547 200 Affymetrix Human Genome U133A Array 2008 2020 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE11121 18593943 RMA
76 The 76-gene Signature Defines High-Risk Patients that Benefit from Adjuvant Tamoxifen Therapy Breast cancer GSE12093 12547 136 Affymetrix Human Genome U133A Array 2008 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE12093 18821012 RMA
77 Expression data from primary breast tumors Breast cancer GSE12276 21653 204 Affymetrix HGU 2008 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE12276 19421193 RMA
78 Gene expression of breast cancer tissue in a large population-based cohort of Swedish patients Breast cancer GSE1456_GPL96 12547 159 Affymetrix HGU 2004 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE1456 16280042 RMA
79 Gene Expression Signature of Microcalcification among Taiwanese Breast Cancer Breast cancer GSE146558 21653 109 Affymetrix Human Genome U133 Plus 2.0 Array 2020 2021 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE146558 34387660 RMA
80 Prognostic significance of interferon-γ and its signaling pathway in early breast cancer depends on the molecular subtypes Breast cancer GSE158309 12547 461 Affymetrix Human Genome U133A Array 2020 2020 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE158309 33003293 RMA
81 Multifactorial Approach to Predicting Resistance to Anthracyclines Breast cancer GSE16446 21653 120 Affymetrix Human Genome U133 Plus 2.0 Array 2009 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE16446 21422418 RMA
82 Endocrine Sensitivity Index Validation Dataset Breast cancer GSE17705 12547 298 Affymetrix Human Genome U133A Array 2009 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE17705 20697068 RMA
83 Integrated genomic and function characterization of the 8q22 gain Breast cancer GSE19615 21653 115 Affymetrix Human Genome U133 Plus 2.0 Array 2009 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE19615 20098429 RMA
84 Breast cancer relapse free survival Breast cancer GSE2034 12547 286 Affymetrix Human Genome U134A Array 2004 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE2034 17420468, 15721472 RMA
85 Epigenetic portraits of human breast cancers (expression data) Breast cancer GSE20711 21653 90 Affymetrix Human Genome U133 Plus 2.0 Array 2010 2021 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE20711 21910250 RMA
86 A gene expression signature identifies two prognostic subgroups of basal breast cancer Breast cancer GSE21653 21653 266 Affymetrix Human Genome U133 Plus 2.0 Array 2010 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE21653 20490655 RMA
87 Discovery cohort for genomic predictor of response and survival following neoadjuvant taxane-anthracycline chemotherapy in breast cancer Breast cancer GSE25055 12547 310 Affymetrix Human Genome U136A Array 2010 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE25055 21558518 RMA
88 Validation cohort for genomic predictor of response and survival following neoadjuvant taxane-anthracycline chemotherapy in breast cancer Breast cancer GSE25065 12547 198 Affymetrix Human Genome U137A Array 2010 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE25065 21558518 RMA
89 Subpopulations of MDA-MB-231 and Primary Breast Cancers Breast cancer GSE2603 12547 121 Affymetrix Human Genome U133A Array 2005 2020 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE2603 16049480 RMA
90 Gene Expression Profiling in Breast Cancer: Understanding the Molecular Basis of Histologic Grade To Improve Prognosis Breast cancer GSE2990 12547 189 Affymetrix Human Genome U133A Array 2006 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE2990 16478745, 17401012 RMA
91 An expression signature for p53 in breast cancer predicts mutation status, transcriptional effects, and patient survival Breast cancer GSE3494_GPL96 12547 251 Affymetrix Human Genome U133A Array 2005 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE3494 16141321 RMA
92 Molecular Profiles of Human Breast Cancer and Their Association with Tumor Subtypes and Disease Prognosis (Affymetrix) Breast cancer GSE37751 20202 108 Affymetrix Human Gene 1.0 ST Array 2012 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE37751 24316975 RMA
93 Breast Cancer Gene Expression Analysis Breast cancer GSE42568 21653 121 Affymetrix Human Genome U133 Plus 2.0 Array 2012 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE42568 23740839 RMA
94 Expression Profiles of Breast Tumors from Singapore and Europe Breast cancer GSE45255 12547 139 Affymetrix Human Genome U133A Array 2013 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE45255 23618380 RMA
95 Concurrent Gene Signatures for Han Chinese Breast Cancers Breast cancer GSE48390 21653 81 Affymetrix Human Genome U133 Plus 2.0 Array 2013 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE48390 24098497 RMA
96 Genetic Reclassification of Histologic Grade Delineates New Clinical Subtypes of Breast Cancer Breast cancer GSE4922_GPL96 12547 249 Affymetrix Human Genome U133A Array 2006 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE4922 17079448 RMA
97 Gene expression profiling of human breast cancer during pregnancy Breast cancer GSE53031 19040 167 Affymetrix Human Genome U219 Array 2013 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE53031 24825746 RMA
98 Breast cancer relapse free survival and lung metastasis free survival Breast cancer GSE5327 12547 58 Affymetrix Human Genome U134A Array 2006 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE5327 17420468 RMA
99 Breast cancer relapse free survival and lung metastasis free survival Breast cancer GSE58644 20202 321 Affymetrix Gene1.0ST 2014 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE58644 25284793 RMA
100 Gene-expression molecular subtyping of triple-negative breast cancer tumours: importance of immune response Breast cancer GSE58812 21653 107 Affymetrix Human Genome U133 Plus 2.0 Array 2014 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE58812 25887482 RMA
101 Definition of clinically distinct molecular subtypes in estrogen receptor positive breast carcinomas using genomic grade Breast cancer GSE6532_GPL570 21653 87 Affymetrix Human Genome U133 Plus 2.0 Array 2006 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE6532 17401012 RMA
102 Definition of clinically distinct molecular subtypes in estrogen receptor positive breast carcinomas using genomic grade Breast cancer GSE6532_GPL96 12547 138 Affymetrix Human Genome U133A Array 2006 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE6532 17401012 RMA
103 Strong Time Dependence of the 76-Gene Prognostic Signature Breast cancer GSE7390 12547 198 Affymetrix Human Genome U135A Array 2007 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE7390 17545524 RMA
104 Predicting prognosis using molecular profiling in estrogen receptor-positive breast cancer treated with tamoxifen Breast cancer GSE9195 21653 77 Affymetrix Human Genome U133 Plus 2.0 Array 2007 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE9195 18498629 RMA
105 Tumour Subtype defined by an amplification of the HER2 gene Breast cancer ICGC-BRCA-FR 20039 99 Affymetrix Human U133 Plus 2.0 NA 2019 https://dcc.icgc.org/releases/current/Projects/BRCA-FR NA RMA
106 Breast cancer subtype of Asian phenotype Breast cancer ICGC-BRCA-KR 26730 50 HTSeq NA 2019 https://dcc.icgc.org/releases/current/Projects/BRCA-KR NA RSEM
107 Prognostic value of gene signatures and proliferation in lymph node negative breast cancer Breast cancer GSE46563 25438 94 Illumina HumanWG-6 v3.0 expression beadchip 2013 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE46563 24599057 The data were normalised using quantile normalisation with IlluminaGUI in R
108 Comprehensive molecular portraits of human breast tumors Breast cancer TCGA-BRCA 34849 1050 TCGA-BRCA 2012 2021 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc= 23000897 TPM
109 The genomic and transcriptomic architecture of 2,000 breast tumours reveals novel subgroups Breast cancer METABRIC 25233 2136 METABRIC 2012 2021 https://ega-archive.org/studies/EGAS00000000083 22522925 NA
110 Breast cancer classification and prognosis based on gene expression profiles from a population-based study Breast cancer NCI 4111 99 In-house cDNA 2003 2003 http://www.ncbi.nlm.nih.gov/pubmed/?term=12917485 12917485 NA
111 A gene-expression signature as a predictor of survival in breast cancer Breast cancer NKI 13114 337 Agilent 2002 2002 http://www.ncbi.nlm.nih.gov/pubmed/?term=12490681;http://www.ncbi.nlm.nih.gov/pubmed/?term=11823860 12490681, 11823860 NA
112 Identification of a robust gene signature that predicts breast cancer outcome in independent data sets Breast cancer UCSF 6497 162 In-house cDNA 2007 2007 http://www.ncbi.nlm.nih.gov/pubmed/?term=17428335 17428335, 14612510 NA
113 A Biologic Definition of Burkitt's Lymphoma from Transcriptional and Genomic Profiling Burkitt's lymphoma GSE4475 12547 221 Affymetrix Human Genome U133A Array 2006 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE4475 16760442 RMA
114 Genetic profiling to predict recurrence of early cervical cancer Cervical cancer GSE44001 20818 300 Illumina HumanHT-12 WG-DASL V4.0 R2 expression beadchip 2013 2017 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE44001 24145113 quantile normalized
115 Integrated Genomic and Molecular Characterization of Cervical Cancer Cervical cancer TCGA-CESC 34849 283 HTSeq 2017 2021 https://portal.gdc.cancer.gov/projectsTCGA-CESC 28112728 TPM
116 Distinct immune escape mechanisms identified in intrahepatic cholangiocarcinoma by immune classification Cholangiocarcinoma E-MTAB-6389 25359 109 Affymetrix GeneChip HTA-2_0 - Exon Level - HTA-2_0.r1.PsrsJucs.ps probesets 2018 2019 https://www.ebi.ac.uk/arrayexpress/experiments/E-MTAB-6389 NA RMA
117 Integrative Genomic Analysis of Cholangiocarcinoma Identifies Distinct IDH-Mutant Molecular Profiles Cholangiocarcinoma TCGA-CHOL 34849 36 HTSeq 2017 2021 https://portal.gdc.cancer.gov/projectsTCGA-CHOL 28658632 TPM
118 The Somatic Genomic Landscape Of Chromophobe Renal Cell Carcinoma Chromophobe renal cell carcinoma TCGA-KICH 34849 64 HTSeq 2014 2021 https://portal.gdc.cancer.gov/projectsTCGA-KICH 25155756 TPM
119 An eight-gene expression signature for the prediction of survival and time to treatment in chronic lymphocytic leukemia Chronic lymphocytic leukemia GSE22762_GPL570 21653 107 Affymetrix Human Genome U133 Plus 2.0 Array 2010 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE22762 21625232 RMA
120 An eight-gene expression signature for the prediction of survival and time to treatment in chronic lymphocytic leukemia Chronic lymphocytic leukemia GSE22762_GPL96 12547 44 Affymetrix Human Genome U133A Array 2010 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE22762 21625232 RMA
121 An eight-gene expression signature for the prediction of survival and time to treatment in chronic lymphocytic leukemia Chronic lymphocytic leukemia GSE22762_GPL97 10603 44 Affymetrix Human Genome U133B Array 2010 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE22762 21625232 RMA
122 EMT is the dominant program in human colon cancer (Agilent) Colon cancer GSE28722 15240 125 Rosetta custom human 23K array 2011 2012 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE28722 21251323 normalized log10 ratio (Cy5/Cy3) representing test/reference
123 Transcription profiling by array of human stage II colon cancers as a prognostic training set Colon cancer E-MTAB-863 3102 212 Affymetrix Custom Array - Almac Diagnostics Colorectal Cancer DSATM research tool ADXCRCG2a520319 2011 2014 https://www.ebi.ac.uk/arrayexpress/experiments/E-MTAB-863 22067406 refRMA
124 Transcription profiling by array of human stage II colon cancers as a prognostic validation set Colon cancer E-MTAB-864 3102 144 Affymetrix Custom Array - Almac Diagnostics Colorectal Cancer DSATM research tool ADXCRCG2a520319 2011 2014 https://www.ebi.ac.uk/arrayexpress/experiments/E-MTAB-864 22067406 refRMA
125 Integrative approach for prioritizing cancer genes in sporadic colon cancer Colon cancer GSE16125_GPL5175 497 36 Affymetrix Human Exon 1.0 ST Array 2009 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE16125 19672874 RMA
126 Metastasis Gene Expression Profile Predicts Recurrence and Death in Colon Cancer Patients (Moffitt Samples) Colon cancer GSE17536 21653 177 Affymetrix Human Genome U133 Plus 2.0 Array 2009 2020 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE17536 19914252 RMA
127 Metastasis Gene Expression Profile Predicts Recurrence and Death in Colon Cancer Patients (VMC Samples) Colon cancer GSE17537 21653 55 Affymetrix Human Genome U133 Plus 2.0 Array 2009 2020 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE17537 19914252 RMA
128 mRNA and microRNA profile in colon cancer Colon cancer GSE29621 21653 65 Affymetrix Human Genome U133 Plus 2.0 Array 2011 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE29621 22362069 RMA
129 Gene Expression Profiles in Stage II and III Colon Cancer. Application of a 128-gene signature Colon cancer GSE31595 21653 37 Affymetrix Human Genome U133 Plus 2.0 Array 2011 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE31595 22710688 RMA
130 NFAT transcriptional activity is associated with metastatic capacity in colon cancer Colon cancer GSE38832 21653 122 Affymetrix Human Genome U133 Plus 2.0 Array 2012 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE38832 25320007 RMA
131 Gene expression Classification of Colon Cancer defines six molecular subtypes with distinct clinical, molecular and survival characteristics Colon cancer GSE39582 21653 585 Affymetrix Human Genome U133 Plus 2.0 Array 2012 2021 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE39582 23700391 RMA
132 Comprehensive Molecular Characterization of Human Colon and Rectal Cancer Colon cancer TCGA-COAD 34849 430 HTSeq 2012 2021 https://portal.gdc.cancer.gov/projectsTCGA-COAD 22810696 TPM
133 Expression data from colorectal cancers Colorectal cancer GSE12945 12547 62 Affymetrix Human Genome U134A Array 2008 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE12945 19399471 RMA
134 Expression data from 290 primary colorectal cancers Colorectal cancer GSE14333 21653 290 Affymetrix Human Genome U133 Plus 2.0 Array 2009 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE14333 19996206 RMA
135 Gene level expression profiling of colorectal cancer tissue samples (test sample series) Colorectal cancer GSE30378 497 95 Affymetrix Human Exon 1.0 ST Array 2011 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE30378 22213796 RMA
136 Expression data from colorectal cancer patients Colorectal cancer GSE41258 12547 182 Affymetrix Human Genome U134A Array 2012 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE41258 19359472 RMA
137 Exon level expression profiling of colorectal cancer tissue samples (test sample series). Colorectal cancer GSE24549_GPL5175 497 83 Affymetrix Human Exon 1.0 ST Array 2010 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE24549 21619627 RMA
138 Exon level expression profiling of colorectal cancer tissue samples (validation sample series). Colorectal cancer GSE24550_GPL5175 497 90 Affymetrix Human Exon 1.0 ST Array 2010 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE24550 21619627 RMA
139 Genomic Classification of Cutaneous Melanoma Cutaneous melanoma TCGA-SKCM 34849 98 HTSeq 2015 2021 https://portal.gdc.cancer.gov/projectsTCGA-SKCM 26091043 TPM
140 Exon-based transcriptome profiling of high-risk DLBCL patients less than 65 years old Diffuse large B cell lymphoma E-MEXP-3488 20088 43 Affymetrix GeneChip Human Exon 1.0 ST Array version 1 2012 2014 https://www.ebi.ac.uk/arrayexpress/experiments/E-MEXP-3488 25381134 Multiple Exon Array Preprocessing (MEAP) algorithm
141 Transcription profiling of human patients with diffuse large B-cell lymphoma treated with CHOP or Ritxumab-CHOP Diffuse large B cell lymphoma E-TABM-346 12547 53 Affymetrix GeneChip Human Genome HG-U133A 2008 2014 https://www.ebi.ac.uk/arrayexpress/experiments/E-TABM-346 18615101 RMA
142 Prediction of survival in diffuse large B cell lymphoma treated with chemotherapy plus Rituximab Diffuse large B cell lymphoma GSE10846 21653 420 Affymetrix Human Genome U133 Plus 2.0 Array 2008 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE10846 19038878 RMA
143 DNA methylation signatures define molecular subtypes of Diffuse Large B Cell Lymphoma Diffuse large B cell lymphoma GSE23501 21653 69 Affymetrix Human Genome U133 Plus 2.0 Array 2010 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE23501 20610814 RMA
144 Genetics and Pathogenesis of Diffuse Large B Cell Lymphoma Diffuse large B cell lymphoma TCGA-DLBC 34849 46 HTSeq 2018 2021 https://portal.gdc.cancer.gov/projectsTCGA-DLBC 29641966 TPM
145 Integrated Genomic Characterization of Endometrial Carcinoma Endometrial Carcinoma TCGA-UCEC 34849 533 HTSeq 2013 2021 https://portal.gdc.cancer.gov/projectsTCGA-UCEC 23636398 TPM
146 Human esophageal adenocarcinomas Esophageal adenocarcinomas GSE19417 19882 70 Rosetta/Merck Human 44k 1.1 microarray 2009 2012 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE19417 20621683 Normalized log10 ratio (Cy5/Cy3) representing test/reference
147 Integrated Genomic Characterization of Oesophageal Carcinoma Esophageal adenocarcinomas TCGA-ESCA 34849 151 HTSeq 2017 2021 https://portal.gdc.cancer.gov/projectsTCGA-ESCA 28052061 TPM
148 Differences Between Follicular Lymphoma With and Without Translocation t(14;18) Follicular lymphoma GSE16131_GPL96 12547 184 Affymetrix Human Genome U133A Array 2009 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE16131 19471018 RMA
149 Differences Between Follicular Lymphoma With and Without Translocation t(14;19) Follicular lymphoma GSE16131_GPL97 10603 184 Affymetrix Human Genome U133B Array 2009 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE16131 19471018 RMA
150 Gene expression profiling of formalin fixed paraffin embedded tumor tissue identifies gastric cancer patients who are at high risk after curative surgery plus adjuvant chemoradiotherapy Gastric cancer GSE26253 13509 432 Illumina HumanRef-8 WG-DASL v3.0 2010 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE26253 24598828 quantile normalized
151 Gastric Cancer Project '08 (Singapore Patient Cohort) Gastric cancer GSE15459 21653 192 Affymetrix Human Genome U133 Plus 2.0 Array 2009 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE15459 19798449 RMA
152 Gastric cancer subtyping (Singapore Patient Cohort, batch B) Gastric cancer GSE34942 21653 56 Affymetrix Human Genome U133 Plus 2.0 Array 2012 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE34942 25053715 RMA
153 Molecular analysis of gastric cancer identifies discrete subtypes associated with distinct clinical characteristics and survival outcomes: the ACRG (Asian Cancer Research Group) study Gastric cancer GSE62254 21653 300 Affymetrix Human Genome U133 Plus 2.0 Array 2014 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE62254 25894828 RMA
154 Comprehensive Molecular Characterization of Gastric Adenocarcinoma Gastric cancer TCGA-STAD 34849 348 HTSeq 2019 2021 https://portal.gdc.cancer.gov/projectsTCGA-STAD 25079317 TPM
155 head and neck squamous cell carcinoma samples Head and neck squamous cell carcinoma GSE10300 21653 44 Affymetrix Human Genome U133 Plus 2.0 Array 2008 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE10300 19117988 gcRMA
156 Gene expression patterns and TP53 mutations are associated with HPV RNA status, lymph node metastasis, and survival in head and neck cancer Head and neck squamous cell carcinoma GSE65858 22000 270 Illumina HumanHT-12 V4.0 expression beadchip 2015 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE65858 26095926 log2-transformed and normalized using RSN
157 Methylome, transcriptome and miRNome profiling by array and high throughput sequencing of 89 patients with head and neck squamous cell carcinoma Head and neck squamous cell carcinoma E-MTAB-1328 21653 89 Affymetrix Human Genome U133 Plus 2.0 Array 2013 2014 https://www.ebi.ac.uk/arrayexpress/experiments/E-MTAB-1328 23757353 RMA
158 Comprehensive Genomic Characterization of Head and Neck Squamous Cell Carcinomas Head and neck squamous cell carcinoma TCGA-HNSC 34849 494 HTSeq 2015 2021 https://portal.gdc.cancer.gov/projectsTCGA-HNSC 25631445 TPM
159 LIVER CANCER - RIKEN, JP Hepatocellular Carcinoma ICGC-LIRI-JP 22913 445 HTSeq NA 2019 https://dcc.icgc.org/releases/current/Projects/LIRI-JP NA FKPM
160 Gene Expression in Fixed Tissues and Outcome in Hepatocellular Carcinoma Hepatocellular Carcinoma GSE10141 6100 80 Human 6k Transcriptionally Informative Gene Panel for DASL 2008 2020 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE10141 18923165 For each probe, Red and Green intensities are computed as average of single bead values. The final signal is the sum of the Red and Green intensities. Data were were then normalized using the cubic spline algorithm for each DAP.
161 Gene expression in nontumoral liver tissue and recurrence-free survival in hepatitis C virus-positive HCC Hepatocellular Carcinoma GSE17856 14313 52 Agilent-014850 Whole Human Genome Microarray 4x44K G4112F 2009 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE17856 20380719 Normalization and filtering were performed with UNC Microarray Database (https://genome.unc.edu/). Inter-batch normalization was carried out using Distance Weighted Discrimination procedure.
162 Transcriptional profile of human liver tissues: hepatocellular carcinoma vs. matched noncancerousliver tissue Hepatocellular Carcinoma GSE27150 2348 81 State Key Lab Homo sapien 2.6K 2011 2012 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE27150 NA normalized log2 ratio (Cy5/Cy3) representing hepatocellular carcinoma/matched noncancerousliver tissue
163 Gene expression data of human hepatocellular carcinoma (HCC) Hepatocellular Carcinoma GSE14520 12742 221 Affymetrix HT Human Genome U133A Array 2009 2021 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE14520 21159642 RMA
164 Comprehensive and Integrative Genomic Characterization of Hepatocellular Carcinoma Hepatocellular Carcinoma TCGA-LIHC 34849 363 HTSeq 2017 2021 https://portal.gdc.cancer.gov/projectsTCGA-LIHC 28622513 TPM
165 Identification and validation of a multigene predictor of recurrence in primary laryngeal cancer. Laryngeal cancer GSE27020 12547 109 Affymetrix Human Genome U133A Array 2011 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE27020 23950933 RMA
166 Expression profiling of 275 lung cancer specimens Lung cancer GSE41271 25438 275 Illumina HumanWG-6 v3.0 expression beadchip 2019 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE41271 23449933 Bead-level data were processed with the MBCB algorithm (Ding et al, Nucl Acids Res, 36:e58, 2008), which is a background-correction and summarization method, then quantile-normalized and log2-transformed
167 Lung Cancer Dataset Lung cancer GSE3141 21653 111 Affymetrix Human Genome U133 Plus 2.0 Array 2005 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE3141 16273092 MAS5-
168 "Off-context" gene expression in lung cancer identifies a group of metastatic-prone tumors Lung cancer GSE30219 21653 307 Affymetrix Human Genome U133 Plus 2.0 Array 201 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE30219 23698379 RMA
169 MSKCC-A Primary Lung Cancer Specimens Lung cancer GSE31547 12547 50 Affymetrix Human Genome U133A Array 2011 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE31547 NA RMA
170 Human lung adenocarcinoma mRNA expression and gene mutations. Lung cancer-Lung adenocarcinoma GSE26939 17108 116 Agilent-UNC-custom-4X44K 2011 2012 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE26939 22590557 Agilent feature extraction output was processed by normexp background correction and loess normalization using Bioconductor library limma.
171 KRAS mutation-associated gene expression, p53 and STK11 mutations, proliferation and immune surveillance in lung adenocarcinoma Lung cancer-Lung adenocarcinoma GSE72094 22115 442 Rosetta/Merck Human RSTA Custom Affymetrix 2.0 microarray 2015 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE72094 26477306 log2 expression, IRON normalized signal
172 Relapse-related molecular signature in lung adenocarcinomas identifies patients with dismal prognosis Lung cancer-Lung adenocarcinoma GSE13213 18479 117 Agilent-014850 Whole Human Genome Microarray 4x44K G4112F 2008 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE13213 19414676 log2 of PRE_VALUE: Normalized ratio (Cy5/Cy3) representing sample/reference
173 Expression Profile-Defined Classification of Lung Adenocarcinoma Lung cancer-Lung adenocarcinoma GSE11969 16624 163 Agilent Homo sapiens 21.6K custom array 2008 2013 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE11969 16549822 LOWESS normalized, background subtracted VALUE data obtained from log10 of processed Red signal/processed Green signal. Agilent software was used.
174 Expression profiling defines a recurrence signature in lung adenocarcinoma Lung cancer-Lung adenocarcinoma GSE5843 13111 48 PRHU05-S1-0006 (PC Human Operon v2 21k) 2006 2015 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE5843 17504995 Raw images were imported into Imagene V5.1 (BioDiscovery, CA, USA) to extract pixel intensities and to flag spots with poor/absent signal.
175 Transcription profiling by array of human lung samples from patients with adenocarcinoma to identify likely drivers of cell proliferation Lung cancer-Lung adenocarcinoma E-MTAB-923 21653 103 Affymetrix GeneChip Human Genome U133 Plus 2.0 2012 2014 https://www.ebi.ac.uk/arrayexpress/experiments/E-MTAB-923 22914773 RMA
176 Gene expression data for pathological stage I-II lung adenocarcinomas Lung cancer-Lung adenocarcinoma GSE31210 21653 246 Affymetrix Human Genome U133 Plus 2.0 Array 2011 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE31210 22080568 RMA
177 caArray_jacob-00182: Gene expression-based survival prediction in lung adenocarcinoma: a multi-site, blinded validation study Lung cancer-Lung adenocarcinoma GSE68465 12547 462 Affymetrix Human Genome U133A Array 2015 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE68465 18641660 RMA
178 caArray_beer-00153: Gene-expression profiles predict survival of patients with lung adenocarcinoma Lung cancer-Lung adenocarcinoma GSE68571 5249 96 Affymetrix Human Full Length HuGeneFL Array 2015 2016 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE68571 12118244 RMA
179 Multi-platform Characterization of Stage I Lung Adenocarcinoma (mRNA expression) Lung cancer-Lung adenocarcinoma GSE63459 18630 65 Illumina HumanRef-8 v3.0 expression beadchip 2014 2017 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE63459 26134223 RSN-normalized
180 Comprehensive molecular profiling of lung adenocarcinoma Lung cancer-Lung adenocarcinoma TCGA-LUAD 34849 497 HTSeq 2014 2021 https://portal.gdc.cancer.gov/projectsTCGA-LUAD 25079552 TPM
181 Human lung squamous cell carcinoma expression profiling Lung cancer-Lung squamous cell carcinoma GSE17710 17108 56 Agilent-UNC-custom-4X44K 2009 2012 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE17710 20643781 Agilent feature extraction output was processed by normexp background correction and loess normalization using Bioconductor library limma.
182 Lung squamous cell carcinomas with basaloid histology represent a specific molecular entity Lung cancer-Lung squamous cell carcinoma E-MTAB-2435 21653 93 Affymetrix GeneChip Human Genome U133 Plus 2.0 2014 2018 https://www.ebi.ac.uk/arrayexpress/experiments/E-MTAB-2435 25189482 RMA
183 Molecular Classification and Prediction of Survival in Non-Small-Cell Lung Cancer Lung cancer-Non-small cell lung cancer GSE11117 9661 56 Novachip human 34.5k 2008 2012 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE11117 19833826 The fluorescence images is analyzed by means of Array Pro (Mediacybernetics, Inc. US).
184 Prediction of Recurrence-Free Survival in Postoperative NSCLC Patients—a Useful Prospective Clinical Practice Lung cancer-Non-small cell lung cancer GSE8894 21653 138 Affymetrix Human Genome U133 Plus 2.0 Array 2007 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE8894 19010856 GCRMA
185 Multi-institutional prospective validation of prognostic mRNA signatures in early stage squamous lung cancer (Alliance) Lung cancer-Non-small cell lung cancer GSE157009 21653 249 Affymetrix Human Genome U133 Plus 2.0 Array 2020 2020 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE157009 32717408 MAS.5
186 Gene expression signatures for predicting prognosis of squamous cell lung carcinomas Lung cancer-Non-small cell lung cancer GSE4573 12547 129 Affymetrix Human Genome U133A Array 2006 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE4573 16885343 MAS5-calculated Signal intensity after global scaling the average intensity to 600.
187 Expression data for non-small-cell lung cancer Lung cancer-Non-small cell lung cancer GSE42127 25438 176 Illumina HumanWG-6 v3.0 expression beadchip 2012 2020 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE42127 23357979 Microarray data analysis and quality control were based on the Model-Based Background Correction (MBCB) method.
188 Prognostic and Predictive Gene Signature for Adjuvant Chemotherapy in Resected Non-Small-Cell Lung Cancer Lung cancer-Non-small cell lung cancer GSE14814 12547 133 Affymetrix Human Genome U133A Array 2009 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE14814 20823422 RMA
189 Multi-institutional prospective validation of prognostic mRNA signatures in early stage squamous lung cancer (Alliance) Lung cancer-Non-small cell lung cancer GSE157010 21653 235 Affymetrix Human Genome U133 Plus 2.0 Array 2020 2020 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE157010 32717408 RMA
190 Expression data for early stage NSCLC Lung cancer-Non-small cell lung cancer GSE19188 21653 156 Affymetrix Human Genome U133 Plus 2.0 Array 2009 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE19188 20421987 RMA
191 Biomarker discovery in non-small cell lung cancer: integrating gene expression profiling, meta-analysis and tissue microarray validation Lung cancer-Non-small cell lung cancer GSE37745 21653 196 Affymetrix Human Genome U133 Plus 2.0 Array 2012 2021 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE37745 23032747 RMA
192 Validation of a histology-independent prognostic gene signature for early stage, non-small cell lung cancer including stage IA patients Lung cancer-Non-small cell lung cancer GSE50081 21653 181 Affymetrix Human Genome U133 Plus 2.0 Array 2013 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE50081 24305008 RMA
193 Comprehensive genomic characterization of squamous cell lung cancers Lung cancer-Non-small cell lung cancer TCGA-LUSC 34849 489 HTSeq 2012 2021 https://portal.gdc.cancer.gov/projectsTCGA-LUSC 22960745 TPM
194 Transcription profiling by array of cells obtained from the pleura of patients with mesothelioma Mesothelioma E-MTAB-1719 21653 38 Affymetrix GeneChip Human Genome U133 Plus 2.0 2014 2018 https://www.ebi.ac.uk/arrayexpress/experiments/E-MTAB-1719 24443521 RMA
195 mRNA profiling by array of malignant pleural mesothelioma Mesothelioma E-MTAB-6877 15653 67 Affymetrix Human Gene 2.0 ST Array 2019 2020 https://www.ebi.ac.uk/arrayexpress/experiments/E-MTAB-6877 30902996 RMA
196 Integrative Molecular Characterization of Malignant Pleural Mesothelioma Mesothelioma TCGA-MESO 34849 79 HTSeq 2018 2021 https://portal.gdc.cancer.gov/projectsTCGA-MESO 30322867 TPM
197 Gene expression profiling and correlation with outcome in clinical trials of the proteasome inhibitor bortezomib Multiple myeloma GSE9782_GPL96 12547 264 Affymetrix Human Genome U133A Array 2007 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE9782 17185464 MASS5
198 Gene expression profiling and correlation with outcome in clinical trials of the proteasome inhibitor bortezomib Multiple myeloma GSE9782_GPL97 10603 264 Affymetrix Human Genome U133B Array 2007 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE9782 17185464 MASS5
199 Transcription profiling by array of human plasma cells from myeloma patients to study molecular signatures of centrosome abnormalities Multiple myeloma E-MTAB-1038 20202 73 Affymetrix GeneChip Human Gene 1.0 ST Array 2013 2014 https://www.ebi.ac.uk/arrayexpress/experiments/E-MTAB-1038 27234807 RMA
200 Transcription profiling by array of CD-138-positive plasma cells from patients with multiple myeloma Multiple myeloma E-MTAB-4032 20202 151 Affymetrix Human Gene 1.0 ST Array 2016 2016 https://www.ebi.ac.uk/arrayexpress/experiments/E-MTAB-4032 27234807 RMA
201 Identifying a high-risk cellular signature in the multiple myeloma bone marrow microenvironment Multiple myeloma GSE136337 21653 426 Affymetrix Human Genome U133 Plus 2.0 Array 2019 2020 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE136337 33147277 RMA
202 MAQC-II Project: Multiple myeloma (MM) data set Multiple myeloma GSE24080 21653 559 Affymetrix Human Genome U133 Plus 2.0 Array 2010 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE24080 20064235 RMA
203 Gene expression profiles of patients with multiple myeloma who have been treated previously Multiple myeloma GSE57317 21653 55 Affymetrix Human Genome U133 Plus 2.0 Array 2014 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE57317 25079174 RMA
204 The MMRF CoMMpasS Study Multiple myeloma MMRF-CoMMpass 34849 787 HTSeq 2011 2018 https://portal.gdc.cancer.gov/projects 27417553 TPM
205 Telomerase is a prognostic marker of poor outcome and a therapeutic target in neuroblastoma Neuroblastoma E-MTAB-8248 19860 223 Agilent-020382 Human Custom Microarray 44k 2019 2019 https://www.ebi.ac.uk/arrayexpress/experiments/E-MTAB-8248 32291317 After washing and scanning, resulting TIFF-images were processed using Agilent's Feature Extraction software Version 9.5.1.
206 GDC TARGET-NBL Neuroblastoma TARGET-NBL 58387 142 Illumina HiSeq 2009 2019 https://xenabrowser.net/datapages/ 23334666 log2(fpkm+3)
207 An Investigation of Biomarkers Derived from Legacy Microarray Data for Their Utility in the RNA-Seq Era Neuroblastoma GSE62564 23465 498 Illumina HiSeq 2000 (Homo sapiens) 2014 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE62564 25150839 log2RPM
208 ORAL CANCER - IN Oral cancer ICGC-ORCA-IN 24003 40 HTSeq NA 2019 https://dcc.icgc.org/releases/current/Projects/ORCA-IN NA FPKM
209 TARGET-OS Osteosarcoma TARGET-OS 58387 87 Illumina HiSeq 2009 2019 https://xenabrowser.net/datapages/ 29228567 log2(fpkm+4)
210 Genome-wide gene expression profiling on pre-chemotherapy biopsies of osteosarcoma patients who developed metastases within 5yrs (n=34) and patients who did not develop metastases within 5yrs (n=19) Osteosarcoma GSE21257 24996 53 Illumina human-6 v2.0 expression beadchip (using nuIDs as identifier) 2010 2012 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE21257 21372215 Normalized signal intensity
211 Prediction of progression-free survival in patients with advanced-stage serous ovarian cancer Ovarian cancer GSE17260 19595 110 Agilent-014850 Whole Human Genome Microarray 4x44K G4112F (Probe Name version) 2009 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE17260 20300634 Signal intensity per spot was generated from the scanned image with Feature Extraction Software ver8.5 (Agilent Technologies) in the default settings. Data normalization was performed in GeneSpring GX 10 (Agilent Technologies) as follows: (i) Threshold raw signals were set to 1.0. (ii) Quantile normalization was chosen as normalized algorithm. (iii) Baseline was transformed to median of all samples.
212 OVARIAN CANCER - AU Ovarian cancer ICGC-OV-AU 24650 111 HTSeq NA 2019 https://dcc.icgc.org/releases/current/Projects/OV-AU NA FPKM
213 Gene expression profiling in ovarian cancer Ovarian cancer GSE73614 19584 107 Agilent-014850 Whole Human Genome Microarray 4x44K G4112F 2015 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE73614 27016234 lowess normalized
214 Validating the Impact of a Molecular Subtype in Epithelial Ovarian Cancer (EOC) on Progression Free and Overall Survival Ovarian cancer GSE49997 16751 204 ABI Human Genome Survey Microarray Version 2 2013 2016 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE49997 22497737 R Package ABarray 1.4.2 (Filtering flags > 5000, quantile normalization, log-2 transformation), Batch correction as follows: subtraction of the batch-specific mean from each gene, and add the overall mean.
215 Survival Related Profile, Pathways and Transcription Factors in Ovarian Cancer Ovarian cancer GSE13876 15971 415 Operon human v3 ~35K 70-mer two-color oligonucleotide microarrays 2008 2013 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE13876 19192944 Raw data
216 A Prognostic Gene Expression Index in Ovarian Cancer Ovarian cancer GSE14764 12547 80 Affymetrix Human Genome U133A Array 2009 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE14764 19294737 RMA
217 Whole-genome oligonucleotide expression analysis of papillary serous ovarian adenocarcinomas Ovarian cancer GSE18520 21653 63 Affymetrix Human Genome U133 Plus 2.0 Array 2009 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE18520 19962670 RMA
218 A gene expression profile of BRCAness that is associated with outcome in ovarian cancer Ovarian cancer GSE19829_GPL570 21653 28 Affymetrix Human Genome U133 Plus 2.0 Array 2010 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE19829 20547991 RMA
219 A gene expression profile of BRCAness that is associated with outcome in ovarian cancer Ovarian cancer GSE19829_GPL8300 8619 42 Affymetrix Human Genome U95 Version 2 Array 2010 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE19829 20547991 RMA
220 Ovarian Cancer Dataset Ovarian cancer GSE23554 12547 28 Affymetrix Human Genome U133A Array 2010 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE23554 21849418 RMA
221 A Gene Signature Predicting for Survival in Suboptimally Debulked Patients with Ovarian Cancer Ovarian cancer GSE26712 87 195 Affymetrix Human Genome U134A Array 2011 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE26712 18593951 RMA
222 Genomic Multivariate Predictors of Response to Adjuvant Chemotherapy in Ovarian Carcinoma: Predicting Platinum Resistance Ovarian cancer GSE30161 21653 58 Affymetrix Human Genome U133 Plus 2.0 Array 2011 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE30161 22348014 RMA
223 Unique gene expression profile based upon pathologic response in epithelial ovarian cancer Ovarian cancer GSE31245 8619 57 Affymetrix Human Genome U95 Version 2 Array 2011 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE31245 16204010 RMA
224 Gene expression profiling in ovarian cancer Ovarian cancer GSE63885 21653 101 Affymetrix Human Genome U133 Plus 2.0 Array 2014 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE63885 24478986 RMA
225 Expression profile of 285 ovarian tumour samples Ovarian cancer GSE9891 21653 285 Affymetrix Human Genome U133 Plus 2.0 Array 2007 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE9891 18698038 RMA
226 Immune-activation as a therapeutic direction for patients with high-risk ovarian cancer based on gene expression signature (1) Ovarian cancer GSE32062_GPL6480 19595 260 Agilent-014850 Whole Human Genome Microarray 4x44K G4112F (Probe Name version) 2011 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE32062 22241791 Signal intensity per spot was generated from the scanned image with Feature Extraction Software ver.10.1 (Agilent Technologies) in the default settings.
227 Immune-activation as a therapeutic direction for patients with high-risk ovarian cancer based on gene expression signature (2) Ovarian cancer GSE32063 19595 40 Agilent-014850 Whole Human Genome Microarray 4x44K G4112F 2011 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE32063 22241791 Signal intensity per spot was generated from the scanned image with Feature Extraction Software ver.9.1 (Agilent Technologies) in the default settings.
228 Integrated genomic analyses of ovarian carcinoma Ovarian cancer TCGA-OV 34849 353 HTSeq 2011 2021 https://portal.gdc.cancer.gov/projectsTCGA-OV 21720365 TPM
229 PANCREATIC CANCER - CA Pancreatic cancer endocrine neoplasms ICGC-PACA-CA 25731 262 HTSeq NA 2019 https://dcc.icgc.org/releases/current/Projects/PACA-CA NA FPKM
230 PANCREATIC CANCER ENDOCRINE NEOPLASMS - AU Pancreatic cancer endocrine neoplasms ICGC-PAEN-AU 24650 33 HTSeq NA 2019 https://dcc.icgc.org/releases/current/Projects/PAEN-AU NA RSEM
231 A six-gene signature predicts survival of patients with localized pancreatic ductal adenocarcinoma Pancreatic ductal adenocarcinoma GSE21501 19749 132 Agilent-014850 Whole Human Genome Microarray 4x44K G4112F 2010 2013 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE21501 20644708 Data for both channels were Lowess-normalized and then log(2) ratio was taken using Agilent Feature Extraction (v10.5) software.
232 PANCREATIC CANCER - AU Pancreatic ductal adenocarcinoma ICGC-PACA-AU 24650 92 HTSeq NA 2019 https://dcc.icgc.org/releases/current/Projects/PACA-AU 21436628 FPKM
233 Virtual Microdissection of Pancreatic Ductal Adenocarcinoma Reveals Tumor and Stroma Subtypes. Pancreatic ductal adenocarcinoma GSE71729 19749 357 Agilent-014850 Whole Human Genome Microarray 4x44K G4112F 2015 2015 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE71729 26343385 log2 Cy5 signal was analyzed after setting negative values to zero. Probe data were collapsed by gene symbol via mean expression. Samples were quantile normalized to the subset of genes with less than 0.5 standard deviation across primary, metastatic, and normal samples. Data were processed in MATLAB R2013a.
234 Survival in Pancreatic Cancer pancreatic ductal adenocarcinoma E-MEXP-2780 21653 26 Affymetrix GeneChip Human Genome U133 Plus 2.0 2011 2014 https://www.ebi.ac.uk/arrayexpress/experiments/E-MEXP-2780 22615549 RMA
235 mRNA profiling by array for pancreatic ductal adenocarcinoma for clinical application pancreatic ductal adenocarcinoma E-MTAB-6134 19040 309 Affymetrix Human Genome U219 Array 2018 2018 https://www.ebi.ac.uk/arrayexpress/experiments/E-MTAB-6134 30165049 RMA
236 Microarray gene-expression profiles of 45 matching pairs of pancreatic tumor and adjacent non-tumor tissues from 45 patients with pancreatic ductal adenocarcinoma Pancreatic ductal adenocarcinoma GSE28735 20202 90 Affymetrix Human Gene 1.0 ST Array 2011 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE28735 22363658 RMA
237 Development of a prognostic gene signature in pancreatic cancer Pancreatic ductal adenocarcinoma GSE57495 22115 63 Rosetta/Merck Human RSTA Custom Affymetrix 2.0 microarray 2014 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE57495 26247463 RMA
238 Microarray gene-expression profiles of 69 pancreatic tumors and 61 adjacent non-tumor tissue from patients with pancreatic ductal adenocarcinoma Pancreatic ductal adenocarcinoma GSE62452 20202 130 Affymetrix Human Gene 1.0 ST Array 2014 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE62452 27197190 RMA
239 Microarray gene-expression profiles of 50 pancreatic tumors tissue from patients with pancreatic ductal adenocarcinoma Pancreatic ductal adenocarcinoma GSE78229 20202 50 Affymetrix Human Gene 1.0 ST Array 2016 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE78229 27401251 RMA
240 Patients with human resected pancreatic cancer Pancreatic ductal adenocarcinoma GSE85916 19040 80 Affymetrix Human Genome U219 Array 2016 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE85916 NA RMA
241 RNA-sequencing of human pancreatic adenocarcinoma cancer tissues Pancreatic ductal adenocarcinoma GSE79668 24658 51 Illumina HiSeq 2000 (Homo sapiens) 2016 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE79668 27282075 TPM
242 Integrated Genomic Characterization of Pancreatic Ductal Adenocarcinoma Pancreatic ductal adenocarcinoma TCGA-PAAD 34849 176 HTSeq 2017 2021 https://portal.gdc.cancer.gov/projectsTCGA-PAAD 28810144 TPM
243 Comprehensive molecular characterization of pheochromocytoma and paraganglioma Pheochromocytoma and paraganglioma TCGA-PCPG 34849 175 HTSeq 2017 2021 https://portal.gdc.cancer.gov/projectsTCGA-PCPG 28162975 TPM
244 Prostate cancer stratification using molecular profiles Prostate cancer GSE70768 22000 199 Illumina HumanHT-12 V4.0 expression beadchip 2015 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE70768 26501111 log2 transformed and quantile normalized
245 Prostate cancer stratification using molecular profiles Prostate cancer GSE70769 22000 94 Illumina HumanHT-12 V4.0 expression beadchip 2015 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE70769 26501111 log2 transformed and quantile normalized
246 Molecular Sampling of Prostate Cancer: a dilemma for predicting disease progression Prostate cancer GSE16560 6100 281 Human 6k Transcriptionally Informative Gene Panel for DASL 2009 2013 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE16560 20233430 Normalized signal intensity
247 Protein-coding and MicroRNA Biomarkers of Recurrence of Prostate Cancer Following Radical Prostatectomy Prostate cancer GSE26022 522 192 Illumina Custom Prostate Cancer DASL Panel 1.5K expression beadchip 2010 2012 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE26022 NA The data were normalized using quantile-normalization with GenomeStudio V2010.1
248 Protein-coding and MicroRNA Biomarkers of Recurrence of Prostate Cancer Following Radical Prostatectomy Prostate cancer GSE26242 522 96 Illumina Custom Prostate Cancer DASL Panel 1.5K expression beadchip 2010 2012 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE26242 NA The data were normalized using quantile-normalization with GenomeStudio V2010.1
249 The molecular taxonomy of primary prostate cancer Prostate cancer TCGA-PRAD 34849 481 HTSeq 2015 2021 https://portal.gdc.cancer.gov/projectsTCGA-PRAD 26544944 TPM
250 PROSTATE CANCER - ADENOCARCINOMA Prostate cancer ICGC-PRAD-FR 22187 25 HTSeq 2019 https://dcc.icgc.org/releases/current/Projects/PRAD-FR NA NA
251 Comprehensive Molecular Characterization of Human Colon and Rectal Cancer Rectum adenocarcinoma TCGA-READ 34849 154 HTSeq 2013 2021 https://portal.gdc.cancer.gov/projectsTCGA-READ 22810696 TPM
252 Next generation sequencing of TFE3-translocation renal cell carcinoma and adjacent normal tissue transcriptomes Renal carcinoma GSE167573 55630 76 HiSeq X Ten (Homo sapiens) 2021 2021 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE167573 34489456 NA
253 RENAL CELL CANCER - EU/FR Renal carcinoma ICGC-RECA-EU 23698 136 HTSeq NA 2019 https://dcc.icgc.org/releases/current/Projects/RECA-EU NA NA
254 ccRCC_expression Renal carcinoma-Clear-cell renal cell carcinoma E-MTAB-1980 22682 101 Agilent Human Gene Expression 4x44K v2 Microarray 026652 G4845A 2013 2014 https://www.ebi.ac.uk/arrayexpress/experiments/E-MTAB-1980 23797736 log_quantile_normalized
255 Agilent-012391 Whole Human Genome Oligo Microarray G4112A Renal carcinoma-Clear-cell renal cell carcinoma GSE29609 18841 39 Agilent-012391 Whole Human Genome Oligo Microarray G4112A 2011 2018 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE29609 22626276 normalized log10 ratio Cy5/Cy3
256 Biopsies from metastatic Clear Cell Renal Carcinoma before or after treatment with nivolumab Renal carcinoma-Clear-cell renal cell carcinoma E-MTAB-3218 19040 59 Affymetrix Human Genome U219 Array 2016 2021 https://www.ebi.ac.uk/arrayexpress/experiments/E-MTAB-3218 27169994 RMA
257 Expression Profiling of Clear cell renal carcinoma Renal carcinoma-Clear-cell renal cell carcinoma E-MTAB-3267 20202 59 Affymetrix GeneChip Human Gene 1.0 ST Array 2015 2018 https://www.ebi.ac.uk/arrayexpress/experiments/E-MTAB-3267 25583177 RMA
258 Comprehensive molecular characterization of clear cell renal cell carcinoma Renal carcinoma-Clear-cell renal cell carcinoma TCGA-KIRC 34849 522 HTSeq 2013 2021 https://portal.gdc.cancer.gov/projectsTCGA-KIRC 23792563 TPM
259 Comprehensive Molecular Characterization of Papillary Renal Cell Carcinoma Renal carcinoma-Renal papillary cell carcinoma TCGA-KIRP 34849 284 HTSeq 2016 2021 https://portal.gdc.cancer.gov/projectsTCGA-KIRP 26536169 TPM
260 Transcriptional profiling by array of primary rhabdomyosarcoma samples with different PAX3/FOXO1 fusion gene status Rhabdomyosarcoma E-TABM-1202 21653 101 Affymetrix GeneChip Human Genome U133 Plus 2.0 2011 2012 https://www.ebi.ac.uk/arrayexpress/experiments/E-TABM-1202 23536298 RMA
261 Integrated Molecular Characterization of Testicular Germ Cell Tumors Testicular germ cell tumor TCGA-TGCT 34849 133 HTSeq 2018 2021 https://portal.gdc.cancer.gov/projectsTCGA-TGCT 29898407 TPM
262 The Integrated Genomic Landscape of Thymic Epithelial Tumors Thymoma TCGA-THYM 34849 118 HTSeq 2018 2021 https://portal.gdc.cancer.gov/projectsTCGA-THYM 29438696 TPM
263 Integrated genomic characterization of papillary thyroid carcinoma Thyroid carcinoma TCGA-THCA 34849 496 HTSeq 2014 2021 https://portal.gdc.cancer.gov/projectsTCGA-THCA 25417114 TPM
264 Integrated Molecular Characterization of Uterine Carcinosarcoma Uterine carcinosarcoma TCGA-UCS 34849 54 HTSeq 2017 2021 https://portal.gdc.cancer.gov/projectsTCGA-UCS 28292439 TPM
265 Gene expression analysis of uveal melanoma tumor tissue Uveal melanoma GSE39717 21453 31 Illumina humanRef-8 v1.0 expression beadchip 2012 2015 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE39717 17332290 cubic spline normalized with background subtraction
266 Expression Data from Uveal Melanoma primary tumors. Uveal melanoma GSE22138 21653 63 Affymetrix Human Genome U133 Plus 2.0 Array 2010 2019 https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE22138 21135111 RMA
267 Integrative Analysis Identifies Four Molecular and Clinical Subsets in Uveal Melanoma Uveal melanoma TCGA-UVM 34849 77 HTSeq 2017 2021 https://portal.gdc.cancer.gov/projectsTCGA-UVM 29316429 TPM
268 A Children's Oncology Group and TARGET initiative exploring the genetic landscape of Wilms tumor Wilms tumor TARGET-WT 58387 120 Illumina HiSeq 2009 2019 https://xenabrowser.net/datapages/ 28825729 log2(fpkm+5)