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: ATAD3A

Gene summary for ATAD3A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ATAD3A

Gene ID

55210

Gene nameATPase family AAA domain containing 3A
Gene AliasHAYOS
Cytomap1p36.33
Gene Typeprotein-coding
GO ID

GO:0001558

UniProtAcc

Q9NVI7


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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
55210ATAD3ALZE24THumanEsophagusESCC2.18e-113.42e-010.0596
55210ATAD3AP1T-EHumanEsophagusESCC8.43e-032.16e-010.0875
55210ATAD3AP2T-EHumanEsophagusESCC8.14e-254.18e-010.1177
55210ATAD3AP4T-EHumanEsophagusESCC1.58e-246.09e-010.1323
55210ATAD3AP5T-EHumanEsophagusESCC2.42e-143.06e-010.1327
55210ATAD3AP8T-EHumanEsophagusESCC6.37e-203.98e-010.0889
55210ATAD3AP9T-EHumanEsophagusESCC1.30e-061.70e-010.1131
55210ATAD3AP10T-EHumanEsophagusESCC4.81e-132.57e-010.116
55210ATAD3AP11T-EHumanEsophagusESCC1.46e-094.03e-010.1426
55210ATAD3AP12T-EHumanEsophagusESCC2.98e-081.77e-010.1122
55210ATAD3AP15T-EHumanEsophagusESCC1.51e-061.67e-010.1149
55210ATAD3AP16T-EHumanEsophagusESCC1.27e-162.18e-010.1153
55210ATAD3AP17T-EHumanEsophagusESCC2.39e-085.23e-010.1278
55210ATAD3AP19T-EHumanEsophagusESCC1.84e-087.20e-010.1662
55210ATAD3AP20T-EHumanEsophagusESCC5.33e-072.01e-010.1124
55210ATAD3AP21T-EHumanEsophagusESCC1.57e-204.33e-010.1617
55210ATAD3AP22T-EHumanEsophagusESCC1.41e-079.01e-020.1236
55210ATAD3AP23T-EHumanEsophagusESCC5.87e-143.50e-010.108
55210ATAD3AP24T-EHumanEsophagusESCC5.16e-234.54e-010.1287
55210ATAD3AP26T-EHumanEsophagusESCC2.89e-141.38e-010.1276
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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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:000961518EsophagusESCCresponse to virus238/8552367/187236.65e-143.32e-12238
GO:0016049110EsophagusESCCcell growth289/8552482/187231.29e-103.77e-09289
GO:00516075EsophagusESCCdefense response to virus171/8552265/187233.91e-101.05e-08171
GO:01405465EsophagusESCCdefense response to symbiont171/8552265/187233.91e-101.05e-08171
GO:000155819EsophagusESCCregulation of cell growth248/8552414/187232.97e-096.45e-08248
GO:01403742EsophagusESCCantiviral innate immune response13/855215/187231.31e-036.26e-0313
GO:001604921LiverHCCcell growth269/7958482/187231.84e-095.35e-08269
GO:000961511LiverHCCresponse to virus210/7958367/187237.32e-091.86e-07210
GO:000155821LiverHCCregulation of cell growth228/7958414/187231.34e-072.55e-06228
GO:00516071LiverHCCdefense response to virus151/7958265/187231.27e-061.85e-05151
GO:01405461LiverHCCdefense response to symbiont151/7958265/187231.27e-061.85e-05151
GO:000961515Oral cavityOSCCresponse to virus215/7305367/187231.63e-149.41e-13215
GO:001604917Oral cavityOSCCcell growth268/7305482/187236.55e-143.51e-12268
GO:000155816Oral cavityOSCCregulation of cell growth228/7305414/187231.74e-116.09e-10228
GO:00516074Oral cavityOSCCdefense response to virus154/7305265/187231.96e-105.63e-09154
GO:01405464Oral cavityOSCCdefense response to symbiont154/7305265/187231.96e-105.63e-09154
GO:0140374Oral cavityOSCCantiviral innate immune response13/730515/187232.07e-041.36e-0313
GO:000961516Oral cavityLPresponse to virus143/4623367/187237.42e-103.52e-08143
GO:005160711Oral cavityLPdefense response to virus97/4623265/187239.31e-061.74e-0497
GO:014054611Oral cavityLPdefense response to symbiont97/4623265/187239.31e-061.74e-0497
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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
ATAD3ASNVMissense_Mutationc.1820N>Gp.Gln607Argp.Q607RQ9NVI7protein_codingtolerated(0.46)benign(0)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ATAD3ASNVMissense_Mutationrs758391776c.653G>Ap.Arg218Glnp.R218QQ9NVI7protein_codingdeleterious(0)probably_damaging(0.978)TCGA-GI-A2C9-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificSD
ATAD3AinsertionFrame_Shift_Insnovelc.411_412insCTTGTGCCACp.Cys138LeufsTer11p.C138Lfs*11Q9NVI7protein_codingTCGA-AO-A0J9-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
ATAD3ASNVMissense_Mutationrs763043823c.1447G>Ap.Ala483Thrp.A483TQ9NVI7protein_codingtolerated(0.06)possibly_damaging(0.863)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ATAD3ASNVMissense_Mutationc.622N>Ap.Glu208Lysp.E208KQ9NVI7protein_codingdeleterious(0)probably_damaging(0.952)TCGA-EK-A3GM-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
ATAD3ASNVMissense_Mutationnovelc.1406N>Tp.Ala469Valp.A469VQ9NVI7protein_codingdeleterious(0.02)benign(0.201)TCGA-VS-A959-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
ATAD3ASNVMissense_Mutationc.1634C>Gp.Ala545Glyp.A545GQ9NVI7protein_codingdeleterious(0.02)benign(0.029)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ATAD3ASNVMissense_Mutationrs540171241c.989N>Tp.Pro330Leup.P330LQ9NVI7protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-A01P-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
ATAD3ASNVMissense_Mutationc.1285N>Ap.Val429Metp.V429MQ9NVI7protein_codingdeleterious(0.03)probably_damaging(0.937)TCGA-AA-A03F-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
ATAD3ASNVMissense_Mutationrs779111850c.1084N>Ap.Ala362Thrp.A362TQ9NVI7protein_codingdeleterious(0.02)possibly_damaging(0.509)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=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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