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: ATAD3C

Gene summary for ATAD3C

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ATAD3C

Gene ID

219293

Gene nameATPase family AAA domain containing 3C
Gene AliasATAD3C
Cytomap1p36.33
Gene Typeprotein-coding
GO ID

GO:0006996

UniProtAcc

Q5T2N8


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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
219293ATAD3CP2T-EHumanEsophagusESCC3.08e-031.86e-020.1177
219293ATAD3CP4T-EHumanEsophagusESCC6.57e-081.85e-010.1323
219293ATAD3CP8T-EHumanEsophagusESCC9.61e-213.66e-010.0889
219293ATAD3CP10T-EHumanEsophagusESCC7.94e-044.65e-020.116
219293ATAD3CP11T-EHumanEsophagusESCC2.21e-031.61e-010.1426
219293ATAD3CP20T-EHumanEsophagusESCC2.27e-061.40e-010.1124
219293ATAD3CP24T-EHumanEsophagusESCC2.73e-076.10e-020.1287
219293ATAD3CP27T-EHumanEsophagusESCC2.65e-112.21e-010.1055
219293ATAD3CP28T-EHumanEsophagusESCC3.09e-024.04e-020.1149
219293ATAD3CP54T-EHumanEsophagusESCC2.72e-025.67e-020.0975
219293ATAD3CP57T-EHumanEsophagusESCC1.80e-051.69e-010.0926
219293ATAD3CP65T-EHumanEsophagusESCC5.88e-275.13e-010.0978
219293ATAD3CP74T-EHumanEsophagusESCC9.43e-223.87e-010.1479
219293ATAD3CP75T-EHumanEsophagusESCC4.79e-091.84e-010.1125
219293ATAD3CP76T-EHumanEsophagusESCC1.06e-031.08e-010.1207
219293ATAD3CP128T-EHumanEsophagusESCC1.04e-185.88e-010.1241
219293ATAD3CP130T-EHumanEsophagusESCC4.18e-092.53e-010.1676
219293ATAD3CHCC1HumanLiverHCC5.89e-121.10e+000.5336
219293ATAD3CHCC2HumanLiverHCC4.90e-352.82e+000.5341
219293ATAD3CHCC5HumanLiverHCC1.40e-271.46e+000.4932
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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
∗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
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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
ATAD3CSNVMissense_Mutationnovelc.254T>Gp.Val85Glyp.V85GQ5T2N8protein_codingdeleterious(0.04)probably_damaging(0.962)TCGA-C8-A12K-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ATAD3CinsertionIn_Frame_Insnovelc.180_181insCCGCGTCCAGCTCAGCAAGATTTTTTAATTTTATTTATTp.Gly60_Phe61insProArgProAlaGlnGlnAspPheLeuIleLeuPheIlep.G60_F61insPRPAQQDFLILFIQ5T2N8protein_codingTCGA-A2-A0D1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
ATAD3CSNVMissense_Mutationrs190504905c.1094C>Tp.Thr365Metp.T365MQ5T2N8protein_codingtolerated(0.23)benign(0.028)TCGA-C5-A2M2-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ATAD3CSNVMissense_Mutationc.1229C>Tp.Ser410Leup.S410LQ5T2N8protein_codingtolerated_low_confidence(0.2)benign(0)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
ATAD3CSNVMissense_Mutationrs751125730c.347N>Tp.Thr116Metp.T116MQ5T2N8protein_codingdeleterious(0)possibly_damaging(0.886)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ATAD3CSNVMissense_Mutationrs574161074c.794N>Tp.Thr265Metp.T265MQ5T2N8protein_codingtolerated(0.06)probably_damaging(0.938)TCGA-AA-3502-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ATAD3CSNVMissense_Mutationc.120G>Tp.Gln40Hisp.Q40HQ5T2N8protein_codingdeleterious(0)possibly_damaging(0.656)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ATAD3CSNVMissense_Mutationnovelc.289C>Tp.Arg97Cysp.R97CQ5T2N8protein_codingdeleterious(0)probably_damaging(0.977)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ATAD3CSNVMissense_Mutationrs202189170c.979N>Tp.Arg327Trpp.R327WQ5T2N8protein_codingdeleterious(0.04)possibly_damaging(0.696)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ATAD3CSNVMissense_Mutationnovelc.122N>Cp.Lys41Thrp.K41TQ5T2N8protein_codingdeleterious(0.01)benign(0.266)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
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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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