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: ANKRD40

Gene summary for ANKRD40

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ANKRD40

Gene ID

91369

Gene nameankyrin repeat domain 40
Gene AliasANKRD40
Cytomap17q21.33
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

A8IK34


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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
91369ANKRD40LZE4THumanEsophagusESCC3.65e-021.75e-020.0811
91369ANKRD40LZE24THumanEsophagusESCC8.53e-031.60e-010.0596
91369ANKRD40P2T-EHumanEsophagusESCC3.35e-101.06e-010.1177
91369ANKRD40P4T-EHumanEsophagusESCC4.37e-131.68e-010.1323
91369ANKRD40P5T-EHumanEsophagusESCC2.87e-111.92e-010.1327
91369ANKRD40P8T-EHumanEsophagusESCC4.60e-119.94e-020.0889
91369ANKRD40P9T-EHumanEsophagusESCC6.27e-059.62e-020.1131
91369ANKRD40P10T-EHumanEsophagusESCC1.91e-075.88e-020.116
91369ANKRD40P11T-EHumanEsophagusESCC2.82e-051.44e-010.1426
91369ANKRD40P12T-EHumanEsophagusESCC2.74e-121.61e-010.1122
91369ANKRD40P15T-EHumanEsophagusESCC2.17e-089.92e-020.1149
91369ANKRD40P16T-EHumanEsophagusESCC1.95e-059.04e-020.1153
91369ANKRD40P17T-EHumanEsophagusESCC8.87e-041.30e-010.1278
91369ANKRD40P20T-EHumanEsophagusESCC1.47e-042.82e-020.1124
91369ANKRD40P21T-EHumanEsophagusESCC3.35e-111.31e-010.1617
91369ANKRD40P22T-EHumanEsophagusESCC2.47e-131.56e-010.1236
91369ANKRD40P23T-EHumanEsophagusESCC8.28e-061.00e-010.108
91369ANKRD40P26T-EHumanEsophagusESCC3.01e-081.25e-010.1276
91369ANKRD40P27T-EHumanEsophagusESCC5.96e-121.47e-010.1055
91369ANKRD40P28T-EHumanEsophagusESCC7.33e-102.21e-010.1149
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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
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
ANKRD40SNVMissense_Mutationrs747882315c.563N>Ap.Gly188Aspp.G188DQ6AI12protein_codingdeleterious(0.03)benign(0.015)TCGA-A2-A0EO-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ANKRD40SNVMissense_Mutationnovelc.698N>Gp.Pro233Argp.P233RQ6AI12protein_codingtolerated(0.23)benign(0.027)TCGA-A7-A3IZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
ANKRD40SNVMissense_Mutationnovelc.665C>Tp.Ser222Phep.S222FQ6AI12protein_codingtolerated(0.08)benign(0.204)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ANKRD40SNVMissense_Mutationnovelc.961N>Tp.Asp321Tyrp.D321YQ6AI12protein_codingdeleterious(0)probably_damaging(0.959)TCGA-EW-A6SC-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyaromataseSD
ANKRD40insertionNonsense_Mutationnovelc.560_561insGGTTCAAGTGATTCTTCTGCCTCAGCCTCCCAAGTAGCp.Asn187LysfsTer13p.N187Kfs*13Q6AI12protein_codingTCGA-A2-A0EO-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ANKRD40SNVMissense_Mutationnovelc.386T>Cp.Phe129Serp.F129SQ6AI12protein_codingdeleterious(0)possibly_damaging(0.831)TCGA-VS-A94W-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ANKRD40SNVMissense_Mutationnovelc.379N>Ap.Pro127Thrp.P127TQ6AI12protein_codingdeleterious(0)probably_damaging(0.96)TCGA-A6-A565-01Colorectumcolon adenocarcinomaFemale<65III/IVUnspecific5FUPD
ANKRD40SNVMissense_Mutationc.238C>Tp.Pro80Serp.P80SQ6AI12protein_codingtolerated(0.22)possibly_damaging(0.541)TCGA-AA-3821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ANKRD40insertionFrame_Shift_Insnovelc.467_468insCp.Ala157CysfsTer33p.A157Cfs*33Q6AI12protein_codingTCGA-AY-6197-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ANKRD40SNVMissense_Mutationc.873N>Tp.Glu291Aspp.E291DQ6AI12protein_codingtolerated(0.85)benign(0.056)TCGA-AP-A059-01Endometriumuterine 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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