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: ANKRD39

Gene summary for ANKRD39

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ANKRD39

Gene ID

51239

Gene nameankyrin repeat domain 39
Gene AliasANKRD39
Cytomap2q11.2
Gene Typeprotein-coding
GO ID

GO:0000209

UniProtAcc

Q53RE8


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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
51239ANKRD39LZE4THumanEsophagusESCC1.14e-123.95e-010.0811
51239ANKRD39LZE7THumanEsophagusESCC1.77e-114.77e-010.0667
51239ANKRD39LZE8THumanEsophagusESCC1.84e-071.83e-010.067
51239ANKRD39LZE20THumanEsophagusESCC2.74e-027.90e-020.0662
51239ANKRD39LZE22THumanEsophagusESCC9.54e-052.79e-010.068
51239ANKRD39LZE24THumanEsophagusESCC2.39e-103.07e-010.0596
51239ANKRD39LZE21THumanEsophagusESCC9.62e-074.00e-010.0655
51239ANKRD39LZE6THumanEsophagusESCC3.78e-041.43e-010.0845
51239ANKRD39P1T-EHumanEsophagusESCC1.94e-073.86e-010.0875
51239ANKRD39P2T-EHumanEsophagusESCC5.12e-326.07e-010.1177
51239ANKRD39P4T-EHumanEsophagusESCC2.77e-418.08e-010.1323
51239ANKRD39P5T-EHumanEsophagusESCC5.86e-295.74e-010.1327
51239ANKRD39P8T-EHumanEsophagusESCC1.59e-142.74e-010.0889
51239ANKRD39P9T-EHumanEsophagusESCC2.41e-172.37e-010.1131
51239ANKRD39P10T-EHumanEsophagusESCC2.51e-335.27e-010.116
51239ANKRD39P11T-EHumanEsophagusESCC1.03e-156.01e-010.1426
51239ANKRD39P12T-EHumanEsophagusESCC1.03e-519.54e-010.1122
51239ANKRD39P15T-EHumanEsophagusESCC3.18e-387.65e-010.1149
51239ANKRD39P16T-EHumanEsophagusESCC7.10e-284.70e-010.1153
51239ANKRD39P17T-EHumanEsophagusESCC4.06e-031.78e-010.1278
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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:000020917EsophagusESCCprotein polyubiquitination170/8552236/187231.40e-161.09e-14170
GO:000020911LiverCirrhoticprotein polyubiquitination89/4634236/187236.09e-069.80e-0589
GO:000020921LiverHCCprotein polyubiquitination151/7958236/187231.90e-117.59e-10151
GO:000020910Oral cavityOSCCprotein polyubiquitination150/7305236/187231.59e-149.27e-13150
GO:000020915Oral cavityLPprotein polyubiquitination82/4623236/187233.23e-043.26e-0382
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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
ANKRD39SNVMissense_Mutationnovelc.452A>Tp.Gln151Leup.Q151LQ53RE8protein_codingdeleterious(0.02)benign(0.09)TCGA-PE-A5DC-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
ANKRD39SNVMissense_Mutationrs145738875c.427N>Ap.Gly143Argp.G143RQ53RE8protein_codingtolerated(0.37)benign(0)TCGA-AJ-A23O-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ANKRD39SNVMissense_Mutationrs754661153c.110N>Tp.Ser37Leup.S37LQ53RE8protein_codingdeleterious(0.01)benign(0.195)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
ANKRD39SNVMissense_Mutationnovelc.232G>Ap.Ala78Thrp.A78TQ53RE8protein_codingtolerated(0.49)benign(0.061)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
ANKRD39SNVMissense_Mutationnovelc.361T>Cp.Ser121Prop.S121PQ53RE8protein_codingdeleterious(0)benign(0.27)TCGA-B5-A1MR-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
ANKRD39SNVMissense_Mutationnovelc.10N>Tp.Pro4Serp.P4SQ53RE8protein_codingtolerated_low_confidence(0.13)probably_damaging(0.994)TCGA-EC-A1QX-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycyclophosphamidePD
ANKRD39SNVMissense_Mutationrs773816799c.197C>Tp.Thr66Ilep.T66IQ53RE8protein_codingdeleterious(0)possibly_damaging(0.883)TCGA-62-A472-01Lunglung adenocarcinomaMale>=65I/IIUnknownUnknownPD
ANKRD39SNVMissense_Mutationnovelc.437N>Ap.Cys146Tyrp.C146YQ53RE8protein_codingdeleterious(0)probably_damaging(0.983)TCGA-BB-4217-01Oral cavityhead & neck squamous cell carcinomaMale>=65I/IIUnknownUnknownSD
ANKRD39SNVMissense_Mutationrs771218314c.478N>Tp.Arg160Trpp.R160WQ53RE8protein_codingdeleterious(0.01)probably_damaging(0.954)TCGA-BR-4257-01Stomachstomach adenocarcinomaFemale>=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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