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: ANKRD54

Gene summary for ANKRD54

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ANKRD54

Gene ID

129138

Gene nameankyrin repeat domain 54
Gene AliasLIAR
Cytomap22q13.1
Gene Typeprotein-coding
GO ID

GO:0001932

UniProtAcc

Q6NXT1


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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
129138ANKRD54LZE4THumanEsophagusESCC3.86e-021.35e-010.0811
129138ANKRD54LZE24THumanEsophagusESCC7.22e-174.37e-010.0596
129138ANKRD54LZE6THumanEsophagusESCC3.95e-031.25e-010.0845
129138ANKRD54P1T-EHumanEsophagusESCC2.16e-083.35e-010.0875
129138ANKRD54P2T-EHumanEsophagusESCC1.70e-254.08e-010.1177
129138ANKRD54P4T-EHumanEsophagusESCC7.06e-203.62e-010.1323
129138ANKRD54P5T-EHumanEsophagusESCC6.57e-183.40e-010.1327
129138ANKRD54P8T-EHumanEsophagusESCC4.17e-162.26e-010.0889
129138ANKRD54P9T-EHumanEsophagusESCC6.11e-091.55e-010.1131
129138ANKRD54P10T-EHumanEsophagusESCC9.74e-274.89e-010.116
129138ANKRD54P11T-EHumanEsophagusESCC3.47e-175.49e-010.1426
129138ANKRD54P12T-EHumanEsophagusESCC1.26e-204.04e-010.1122
129138ANKRD54P15T-EHumanEsophagusESCC5.02e-234.70e-010.1149
129138ANKRD54P16T-EHumanEsophagusESCC2.76e-477.54e-010.1153
129138ANKRD54P17T-EHumanEsophagusESCC9.52e-113.82e-010.1278
129138ANKRD54P19T-EHumanEsophagusESCC6.84e-074.44e-010.1662
129138ANKRD54P20T-EHumanEsophagusESCC1.28e-174.11e-010.1124
129138ANKRD54P21T-EHumanEsophagusESCC2.98e-366.53e-010.1617
129138ANKRD54P22T-EHumanEsophagusESCC5.23e-304.89e-010.1236
129138ANKRD54P23T-EHumanEsophagusESCC1.18e-205.13e-010.108
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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
GO:0006913110EsophagusESCCnucleocytoplasmic transport230/8552301/187236.04e-282.02e-25230
GO:0051169110EsophagusESCCnuclear transport230/8552301/187236.04e-282.02e-25230
GO:0030099111EsophagusESCCmyeloid cell differentiation232/8552381/187231.22e-092.90e-08232
GO:0002262111EsophagusESCCmyeloid cell homeostasis104/8552157/187231.49e-072.36e-06104
GO:0034101111EsophagusESCCerythrocyte homeostasis88/8552129/187231.81e-072.84e-0688
GO:0048872111EsophagusESCChomeostasis of number of cells163/8552272/187231.40e-061.69e-05163
GO:0030218111EsophagusESCCerythrocyte differentiation80/8552120/187232.69e-063.08e-0580
GO:1903706110EsophagusESCCregulation of hemopoiesis201/8552367/187232.60e-041.58e-03201
GO:004563918EsophagusESCCpositive regulation of myeloid cell differentiation64/8552103/187235.54e-043.03e-0364
GO:0045637111EsophagusESCCregulation of myeloid cell differentiation118/8552210/187231.35e-036.43e-03118
GO:004564619EsophagusESCCregulation of erythrocyte differentiation32/855247/187231.59e-037.43e-0332
GO:000691322LiverHCCnucleocytoplasmic transport208/7958301/187235.51e-218.12e-19208
GO:005116922LiverHCCnuclear transport208/7958301/187235.51e-218.12e-19208
GO:003410122LiverHCCerythrocyte homeostasis79/7958129/187231.32e-051.47e-0479
GO:000226222LiverHCCmyeloid cell homeostasis93/7958157/187231.67e-051.81e-0493
GO:003021812LiverHCCerythrocyte differentiation73/7958120/187233.82e-053.80e-0473
GO:003009922LiverHCCmyeloid cell differentiation200/7958381/187234.64e-054.49e-04200
GO:004887222LiverHCChomeostasis of number of cells147/7958272/187237.48e-056.70e-04147
GO:00456465LiverHCCregulation of erythrocyte differentiation28/795847/187231.36e-024.83e-0228
GO:000691317Oral cavityOSCCnucleocytoplasmic transport204/7305301/187232.65e-246.98e-22204
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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
ANKRD54insertionFrame_Shift_Insnovelc.334_335insCATTTACTTTTTGTp.Lys112ThrfsTer8p.K112Tfs*8Q6NXT1protein_codingTCGA-A8-A06P-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificSD
ANKRD54insertionNonsense_Mutationnovelc.712_713insCTTCAAAGCCTCCGTTCACTTCCTTTGAAGTTGCCAGTGGCTAGTp.Val238delinsAlaSerLysProProPheThrSerPheGluValAlaSerGlyTerLeup.V238delinsASKPPFTSFEVASG*LQ6NXT1protein_codingTCGA-A8-A0A1-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
ANKRD54SNVMissense_Mutationnovelc.729N>Gp.His243Glnp.H243QQ6NXT1protein_codingtolerated(1)benign(0.001)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ANKRD54SNVMissense_Mutationrs776362092c.847N>Gp.Leu283Valp.L283VQ6NXT1protein_codingdeleterious(0)probably_damaging(0.987)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ANKRD54SNVMissense_Mutationnovelc.485N>Cp.Leu162Prop.L162PQ6NXT1protein_codingdeleterious(0)probably_damaging(1)TCGA-EI-6511-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapyoxaliplatinum+5-fuSD
ANKRD54SNVMissense_Mutationnovelc.626N>Ap.Gly209Aspp.G209DQ6NXT1protein_codingdeleterious(0)probably_damaging(0.994)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ANKRD54SNVMissense_Mutationnovelc.341N>Cp.Leu114Prop.L114PQ6NXT1protein_codingdeleterious(0)probably_damaging(0.993)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ANKRD54SNVMissense_Mutationnovelc.403N>Tp.Asp135Tyrp.D135YQ6NXT1protein_codingdeleterious(0)probably_damaging(0.999)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ANKRD54SNVMissense_Mutationrs763605893c.620N>Ap.Arg207Glnp.R207QQ6NXT1protein_codingdeleterious(0.04)possibly_damaging(0.876)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ANKRD54SNVMissense_Mutationnovelc.745N>Ap.Leu249Metp.L249MQ6NXT1protein_codingtolerated(0.05)probably_damaging(0.974)TCGA-BS-A0UF-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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