Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: GATAD1

Gene summary for GATAD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GATAD1

Gene ID

57798

Gene nameGATA zinc finger domain containing 1
Gene AliasCMD2B
Cytomap7q21.2
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q8WUU5


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Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
57798GATAD1HCC1HumanLiverHCC1.68e-092.77e+000.5336
57798GATAD1HCC2HumanLiverHCC8.95e-284.77e+000.5341
57798GATAD1HCC5HumanLiverHCC3.99e-172.74e+000.4932
57798GATAD1Pt13.bHumanLiverHCC5.55e-03-5.34e-020.0251
57798GATAD1S014HumanLiverHCC5.94e-065.29e-010.2254
57798GATAD1S015HumanLiverHCC9.33e-066.06e-010.2375
57798GATAD1S016HumanLiverHCC2.07e-055.12e-010.2243
57798GATAD1S027HumanLiverHCC2.89e-025.57e-010.2446
57798GATAD1S028HumanLiverHCC1.05e-086.19e-010.2503
57798GATAD1S029HumanLiverHCC7.90e-034.38e-010.2581
57798GATAD1C04HumanOral cavityOSCC3.86e-033.23e-010.2633
57798GATAD1C21HumanOral cavityOSCC7.04e-053.23e-010.2678
57798GATAD1C30HumanOral cavityOSCC2.12e-146.79e-010.3055
57798GATAD1C38HumanOral cavityOSCC1.90e-025.05e-010.172
57798GATAD1C46HumanOral cavityOSCC1.03e-063.06e-010.1673
57798GATAD1C51HumanOral cavityOSCC1.24e-022.09e-010.2674
57798GATAD1C57HumanOral cavityOSCC4.35e-062.75e-010.1679
57798GATAD1C08HumanOral cavityOSCC4.18e-244.55e-010.1919
57798GATAD1C09HumanOral cavityOSCC4.00e-032.18e-010.1431
57798GATAD1SYSMH1HumanOral cavityOSCC3.17e-266.46e-010.1127
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EsophagusThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
LiverThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
Oral CavityThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
ThyroidThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

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Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:000632517EsophagusESCCchromatin organization240/8552409/187236.52e-081.14e-06240
GO:000632511LiverHCCchromatin organization206/7958409/187237.23e-044.41e-03206
GO:000632510Oral cavityOSCCchromatin organization190/7305409/187231.17e-035.97e-03190
GO:000632520ThyroidPTCchromatin organization183/5968409/187232.55e-085.70e-07183
GO:00063385ThyroidPTCchromatin remodeling106/5968255/187236.56e-044.13e-03106
GO:0006325110ThyroidATCchromatin organization189/6293409/187236.40e-081.13e-06189
GO:000633813ThyroidATCchromatin remodeling109/6293255/187231.38e-037.15e-03109
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
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Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
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Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
GATAD1SNVMissense_Mutationc.505C>Gp.Gln169Glup.Q169EQ8WUU5protein_codingdeleterious(0)probably_damaging(0.952)TCGA-AN-A0XW-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
GATAD1deletionFrame_Shift_Delnovelc.665_671delNNNNNNNp.Cys223HisfsTer35p.C223Hfs*35Q8WUU5protein_codingTCGA-Q1-A5R2-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPR
GATAD1SNVMissense_Mutationc.305C>Tp.Ser102Phep.S102FQ8WUU5protein_codingdeleterious(0.05)probably_damaging(0.979)TCGA-DM-A285-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
GATAD1insertionFrame_Shift_Insnovelc.598_599insGTAATATp.Asp200GlyfsTer31p.D200Gfs*31Q8WUU5protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
GATAD1SNVMissense_Mutationnovelc.467C>Ap.Ser156Tyrp.S156YQ8WUU5protein_codingdeleterious(0)possibly_damaging(0.656)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
GATAD1SNVMissense_Mutationnovelc.688T>Gp.Phe230Valp.F230VQ8WUU5protein_codingdeleterious(0)possibly_damaging(0.446)TCGA-BK-A6W3-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
GATAD1SNVMissense_Mutationrs780188711c.578N>Gp.Ser193Cysp.S193CQ8WUU5protein_codingdeleterious(0.01)benign(0.219)TCGA-05-4382-01Lunglung adenocarcinomaMale>=65I/IIUnknownUnknownPD
GATAD1SNVMissense_Mutationc.381N>Gp.Ile127Metp.I127MQ8WUU5protein_codingtolerated(0.09)possibly_damaging(0.809)TCGA-05-4430-01Lunglung adenocarcinomaFemale<65I/IIUnknownUnknownSD
GATAD1SNVMissense_Mutationnovelc.604N>Tp.Ala202Serp.A202SQ8WUU5protein_codingtolerated(0.36)benign(0.015)TCGA-69-8255-01Lunglung adenocarcinomaMale>=65I/IIUnknownUnknownSD
GATAD1SNVMissense_Mutationnovelc.690C>Gp.Phe230Leup.F230LQ8WUU5protein_codingdeleterious(0.01)benign(0.056)TCGA-CR-7388-01Oral cavityhead & neck squamous cell carcinomaFemale>=65I/IIChemotherapycarboplatinPD
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Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
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