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: ATAD3B

Gene summary for ATAD3B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ATAD3B

Gene ID

83858

Gene nameATPase family AAA domain containing 3B
Gene AliasAAA-TOB3
Cytomap1p36.33
Gene Typeprotein-coding
GO ID

GO:0006996

UniProtAcc

Q5T9A4


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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
83858ATAD3BLZE7THumanEsophagusESCC1.98e-042.48e-010.0667
83858ATAD3BLZE24THumanEsophagusESCC2.92e-061.83e-010.0596
83858ATAD3BP1T-EHumanEsophagusESCC1.50e-073.12e-010.0875
83858ATAD3BP2T-EHumanEsophagusESCC2.91e-091.82e-010.1177
83858ATAD3BP4T-EHumanEsophagusESCC2.36e-154.98e-010.1323
83858ATAD3BP5T-EHumanEsophagusESCC6.42e-101.98e-010.1327
83858ATAD3BP8T-EHumanEsophagusESCC6.35e-152.91e-010.0889
83858ATAD3BP9T-EHumanEsophagusESCC1.15e-081.20e-010.1131
83858ATAD3BP10T-EHumanEsophagusESCC4.71e-081.63e-010.116
83858ATAD3BP11T-EHumanEsophagusESCC1.81e-031.72e-010.1426
83858ATAD3BP12T-EHumanEsophagusESCC9.75e-061.18e-010.1122
83858ATAD3BP15T-EHumanEsophagusESCC8.53e-151.78e-010.1149
83858ATAD3BP16T-EHumanEsophagusESCC7.11e-109.71e-020.1153
83858ATAD3BP20T-EHumanEsophagusESCC1.37e-143.00e-010.1124
83858ATAD3BP21T-EHumanEsophagusESCC3.14e-192.34e-010.1617
83858ATAD3BP22T-EHumanEsophagusESCC3.52e-034.05e-020.1236
83858ATAD3BP23T-EHumanEsophagusESCC4.26e-161.99e-010.108
83858ATAD3BP24T-EHumanEsophagusESCC1.27e-141.07e-010.1287
83858ATAD3BP26T-EHumanEsophagusESCC1.01e-044.49e-020.1276
83858ATAD3BP27T-EHumanEsophagusESCC3.91e-241.75e-010.1055
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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
∗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
ATAD3BSNVMissense_Mutationnovelc.699N>Ap.Phe233Leup.F233LQ5T9A4protein_codingtolerated(1)benign(0.009)TCGA-AR-A5QQ-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycarboplatinPD
ATAD3BSNVMissense_Mutationc.1468G>Ap.Asp490Asnp.D490NQ5T9A4protein_codingtolerated(0.07)benign(0.134)TCGA-IR-A3LL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ATAD3BSNVMissense_Mutationnovelc.1854N>Cp.Trp618Cysp.W618CQ5T9A4protein_codingdeleterious_low_confidence(0)benign(0)TCGA-MA-AA3Z-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ATAD3BSNVMissense_Mutationrs752824611c.1912N>Tp.Arg638Trpp.R638WQ5T9A4protein_codingtolerated_low_confidence(0.11)benign(0)TCGA-A6-A567-01Colorectumcolon adenocarcinomaMale<65III/IVUnknownUnknownPD
ATAD3BSNVMissense_Mutationrs367992193c.917N>Ap.Arg306Glnp.R306QQ5T9A4protein_codingtolerated(0.12)benign(0.402)TCGA-AA-3815-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ATAD3BSNVMissense_Mutationrs750391230c.1213G>Ap.Gly405Serp.G405SQ5T9A4protein_codingdeleterious(0.03)probably_damaging(0.98)TCGA-CM-4743-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapycapecitabineSD
ATAD3BSNVMissense_Mutationrs777121713c.625N>Ap.Glu209Lysp.E209KQ5T9A4protein_codingtolerated(0.06)probably_damaging(0.993)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ATAD3BSNVMissense_Mutationc.1024N>Tp.Arg342Trpp.R342WQ5T9A4protein_codingdeleterious(0.01)possibly_damaging(0.696)TCGA-AG-3731-01Colorectumrectum adenocarcinomaMale>=65III/IVChemotherapyfolinicPR
ATAD3BSNVMissense_Mutationc.911G>Ap.Ser304Asnp.S304NQ5T9A4protein_codingtolerated(0.31)benign(0.171)TCGA-AG-A02N-01Colorectumrectum adenocarcinomaMale>=65I/IIChemotherapyfolinicCR
ATAD3BSNVMissense_Mutationrs144497634c.251C>Tp.Thr84Metp.T84MQ5T9A4protein_codingdeleterious(0)probably_damaging(0.997)TCGA-DC-6682-01Colorectumrectum adenocarcinomaMale<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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