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: ANKRD46

Gene summary for ANKRD46

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ANKRD46

Gene ID

157567

Gene nameankyrin repeat domain 46
Gene AliasANK-S
Cytomap8q22.3
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

A0A024R9E1


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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
157567ANKRD46LZE2THumanEsophagusESCC2.63e-121.11e+000.082
157567ANKRD46LZE4THumanEsophagusESCC4.20e-133.96e-010.0811
157567ANKRD46LZE8THumanEsophagusESCC1.44e-031.48e-010.067
157567ANKRD46LZE20THumanEsophagusESCC1.94e-082.42e-010.0662
157567ANKRD46LZE24THumanEsophagusESCC7.16e-081.93e-010.0596
157567ANKRD46LZE21THumanEsophagusESCC3.46e-053.03e-010.0655
157567ANKRD46P1T-EHumanEsophagusESCC1.23e-032.03e-010.0875
157567ANKRD46P2T-EHumanEsophagusESCC3.65e-213.66e-010.1177
157567ANKRD46P4T-EHumanEsophagusESCC3.61e-143.79e-010.1323
157567ANKRD46P5T-EHumanEsophagusESCC3.05e-102.45e-010.1327
157567ANKRD46P8T-EHumanEsophagusESCC8.49e-111.94e-010.0889
157567ANKRD46P9T-EHumanEsophagusESCC1.72e-051.76e-010.1131
157567ANKRD46P10T-EHumanEsophagusESCC3.54e-203.19e-010.116
157567ANKRD46P11T-EHumanEsophagusESCC9.09e-072.32e-010.1426
157567ANKRD46P12T-EHumanEsophagusESCC8.72e-294.77e-010.1122
157567ANKRD46P15T-EHumanEsophagusESCC9.14e-091.84e-010.1149
157567ANKRD46P16T-EHumanEsophagusESCC6.28e-387.15e-010.1153
157567ANKRD46P17T-EHumanEsophagusESCC1.68e-032.03e-010.1278
157567ANKRD46P19T-EHumanEsophagusESCC4.34e-034.44e-010.1662
157567ANKRD46P20T-EHumanEsophagusESCC1.72e-142.60e-010.1124
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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
ANKRD46SNVMissense_Mutationc.22N>Ap.Asp8Asnp.D8NQ86W74protein_codingtolerated_low_confidence(0.36)probably_damaging(0.971)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ANKRD46SNVMissense_Mutationnovelc.514G>Ap.Gly172Serp.G172SQ86W74protein_codingtolerated(0.21)benign(0.003)TCGA-BH-A18T-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ANKRD46insertionNonsense_Mutationnovelc.369_370insTAACAGAAAp.Asp123_Val124insTerp.D123_V124ins*Q86W74protein_codingTCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
ANKRD46insertionFrame_Shift_Insnovelc.367_368insCTp.Asp123AlafsTer15p.D123Afs*15Q86W74protein_codingTCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
ANKRD46insertionIn_Frame_Insnovelc.359_360insGCAACTTGAACTTTATATAGGp.Val120_Asn121insGlnLeuGluLeuTyrIleGlyp.V120_N121insQLELYIGQ86W74protein_codingTCGA-AO-A0JB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
ANKRD46insertionFrame_Shift_Insnovelc.312_313insCATTCTTTTTGTGACCTGTACTTAAp.Asn105HisfsTer26p.N105Hfs*26Q86W74protein_codingTCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
ANKRD46SNVMissense_Mutationnovelc.233N>Ap.Gly78Glup.G78EQ86W74protein_codingdeleterious(0)possibly_damaging(0.597)TCGA-HM-A4S6-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
ANKRD46SNVMissense_Mutationnovelc.356N>Cp.Gly119Alap.G119AQ86W74protein_codingdeleterious(0.03)probably_damaging(0.981)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
ANKRD46SNVMissense_Mutationrs765571492c.122N>Ap.Arg41Hisp.R41HQ86W74protein_codingtolerated(0.09)possibly_damaging(0.595)TCGA-G4-6309-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyxelodaPD
ANKRD46SNVMissense_Mutationnovelc.208N>Ap.Asp70Asnp.D70NQ86W74protein_codingtolerated(0.09)probably_damaging(0.993)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
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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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