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: ANKRD6

Gene summary for ANKRD6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ANKRD6

Gene ID

22881

Gene nameankyrin repeat domain 6
Gene AliasANKRD6
Cytomap6q15
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

B7Z3D2


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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
22881ANKRD6P2T-EHumanEsophagusESCC2.26e-163.12e-010.1177
22881ANKRD6P8T-EHumanEsophagusESCC2.70e-091.52e-010.0889
22881ANKRD6P10T-EHumanEsophagusESCC6.13e-122.49e-010.116
22881ANKRD6P11T-EHumanEsophagusESCC7.20e-094.11e-010.1426
22881ANKRD6P12T-EHumanEsophagusESCC1.14e-164.12e-010.1122
22881ANKRD6P15T-EHumanEsophagusESCC1.89e-111.65e-010.1149
22881ANKRD6P16T-EHumanEsophagusESCC6.06e-235.25e-010.1153
22881ANKRD6P22T-EHumanEsophagusESCC3.30e-106.01e-020.1236
22881ANKRD6P23T-EHumanEsophagusESCC5.54e-031.73e-010.108
22881ANKRD6P26T-EHumanEsophagusESCC2.05e-039.47e-020.1276
22881ANKRD6P27T-EHumanEsophagusESCC3.95e-024.67e-020.1055
22881ANKRD6P28T-EHumanEsophagusESCC2.63e-064.11e-020.1149
22881ANKRD6P30T-EHumanEsophagusESCC1.17e-032.00e-010.137
22881ANKRD6P32T-EHumanEsophagusESCC5.88e-03-4.52e-030.1666
22881ANKRD6P48T-EHumanEsophagusESCC1.39e-181.10e-010.0959
22881ANKRD6P52T-EHumanEsophagusESCC8.83e-052.85e-020.1555
22881ANKRD6P54T-EHumanEsophagusESCC3.27e-036.80e-020.0975
22881ANKRD6P56T-EHumanEsophagusESCC6.21e-061.28e+000.1613
22881ANKRD6P57T-EHumanEsophagusESCC5.18e-071.05e-010.0926
22881ANKRD6P61T-EHumanEsophagusESCC2.84e-132.52e-010.099
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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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
∗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:001605517EsophagusESCCWnt signaling pathway268/8552444/187232.32e-106.58e-09268
GO:019873817EsophagusESCCcell-cell signaling by wnt269/8552446/187232.41e-106.79e-09269
GO:003109818EsophagusESCCstress-activated protein kinase signaling cascade154/8552247/187238.53e-081.44e-06154
GO:003011117EsophagusESCCregulation of Wnt signaling pathway194/8552328/187235.39e-077.14e-06194
GO:005140318EsophagusESCCstress-activated MAPK cascade147/8552239/187235.43e-077.18e-06147
GO:006007016EsophagusESCCcanonical Wnt signaling pathway180/8552303/187239.15e-071.17e-05180
GO:006082817EsophagusESCCregulation of canonical Wnt signaling pathway153/8552253/187231.38e-061.67e-05153
GO:007030217EsophagusESCCregulation of stress-activated protein kinase signaling cascade119/8552195/187231.07e-051.01e-04119
GO:00017387EsophagusESCCmorphogenesis of a polarized epithelium63/855294/187232.34e-052.00e-0463
GO:003287217EsophagusESCCregulation of stress-activated MAPK cascade116/8552192/187232.63e-052.21e-04116
GO:00072549EsophagusESCCJNK cascade102/8552167/187234.22e-053.39e-04102
GO:003017716EsophagusESCCpositive regulation of Wnt signaling pathway87/8552140/187236.18e-054.73e-0487
GO:00600714EsophagusESCCWnt signaling pathway, planar cell polarity pathway36/855252/187235.05e-042.79e-0336
GO:00463289EsophagusESCCregulation of JNK cascade80/8552133/187235.35e-042.95e-0380
GO:00901753EsophagusESCCregulation of establishment of planar polarity37/855256/187231.65e-037.65e-0337
GO:00301788EsophagusESCCnegative regulation of Wnt signaling pathway97/8552170/187231.81e-038.31e-0397
GO:00017361EsophagusESCCestablishment of planar polarity45/855272/187232.97e-031.24e-0245
GO:00071641EsophagusESCCestablishment of tissue polarity45/855272/187232.97e-031.24e-0245
GO:00355671EsophagusESCCnon-canonical Wnt signaling pathway45/855272/187232.97e-031.24e-0245
GO:00703046EsophagusESCCpositive regulation of stress-activated protein kinase signaling cascade74/8552128/187233.77e-031.53e-0274
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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
ANKRD6SNVMissense_Mutationnovelc.943N>Tp.Ala315Serp.A315SQ9Y2G4protein_codingtolerated(0.79)benign(0.013)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
ANKRD6SNVMissense_Mutationrs200296488c.1840N>Ap.Val614Ilep.V614IQ9Y2G4protein_codingtolerated(0.5)benign(0.003)TCGA-A8-A08R-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ANKRD6SNVMissense_Mutationc.20T>Cp.Val7Alap.V7AQ9Y2G4protein_codingtolerated(0.08)benign(0.027)TCGA-BH-A0C7-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
ANKRD6SNVMissense_Mutationc.32C>Tp.Ser11Leup.S11LQ9Y2G4protein_codingdeleterious(0)probably_damaging(0.994)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
ANKRD6SNVMissense_Mutationc.1607N>Gp.Ser536Cysp.S536CQ9Y2G4protein_codingtolerated(0.08)benign(0.315)TCGA-E2-A14W-01Breastbreast invasive carcinomaMale>=65I/IIChemotherapycytoxanSD
ANKRD6SNVMissense_Mutationnovelc.142N>Ap.Leu48Ilep.L48IQ9Y2G4protein_codingdeleterious(0)probably_damaging(0.999)TCGA-E9-A2JT-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ANKRD6insertionNonsense_Mutationnovelc.1210_1211insGGCTAACATCAGACATAAGGTGAATGTGCTGATATATTTCTp.Val404GlyfsTer8p.V404Gfs*8Q9Y2G4protein_codingTCGA-A7-A0CJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
ANKRD6insertionNonsense_Mutationnovelc.1853_1854insGACTGTGTGAATGTGGATTTGCTCTCACGTp.Thr618_Gln619insThrValTerMetTrpIleCysSerHisValp.T618_Q619insTV*MWICSHVQ9Y2G4protein_codingTCGA-AN-A0FS-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ANKRD6insertionIn_Frame_Insnovelc.1343_1344insCCTTATGACATACTTGGTGCTGGGTCTTATTCTCCATCTp.Gly448_Gln449insLeuMetThrTyrLeuValLeuGlyLeuIleLeuHisLeup.G448_Q449insLMTYLVLGLILHLQ9Y2G4protein_codingTCGA-AQ-A04J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
ANKRD6deletionFrame_Shift_Delc.1475delNp.Glu492GlyfsTer11p.E492Gfs*11Q9Y2G4protein_codingTCGA-B6-A0IJ-01Breastbreast invasive 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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