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: ANKRD13C

Gene summary for ANKRD13C

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ANKRD13C

Gene ID

81573

Gene nameankyrin repeat domain 13C
Gene AliasdJ677H15.3
Cytomap1p31.1
Gene Typeprotein-coding
GO ID

GO:0006621

UniProtAcc

Q8N6S4


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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
81573ANKRD13CLZE4THumanEsophagusESCC3.19e-071.58e-010.0811
81573ANKRD13CLZE7THumanEsophagusESCC5.01e-031.20e-010.0667
81573ANKRD13CLZE8THumanEsophagusESCC4.00e-041.07e-010.067
81573ANKRD13CLZE20THumanEsophagusESCC8.50e-035.94e-020.0662
81573ANKRD13CLZE24THumanEsophagusESCC5.50e-122.36e-010.0596
81573ANKRD13CP1T-EHumanEsophagusESCC2.42e-031.29e-010.0875
81573ANKRD13CP2T-EHumanEsophagusESCC5.22e-192.92e-010.1177
81573ANKRD13CP4T-EHumanEsophagusESCC1.20e-142.70e-010.1323
81573ANKRD13CP5T-EHumanEsophagusESCC4.25e-131.70e-010.1327
81573ANKRD13CP8T-EHumanEsophagusESCC1.11e-091.73e-010.0889
81573ANKRD13CP9T-EHumanEsophagusESCC1.12e-067.52e-020.1131
81573ANKRD13CP10T-EHumanEsophagusESCC1.16e-072.03e-010.116
81573ANKRD13CP11T-EHumanEsophagusESCC1.20e-082.42e-010.1426
81573ANKRD13CP12T-EHumanEsophagusESCC1.69e-172.11e-010.1122
81573ANKRD13CP15T-EHumanEsophagusESCC4.86e-212.87e-010.1149
81573ANKRD13CP16T-EHumanEsophagusESCC3.38e-091.49e-010.1153
81573ANKRD13CP17T-EHumanEsophagusESCC1.09e-071.44e-010.1278
81573ANKRD13CP19T-EHumanEsophagusESCC2.85e-022.51e-010.1662
81573ANKRD13CP20T-EHumanEsophagusESCC1.28e-152.91e-010.1124
81573ANKRD13CP21T-EHumanEsophagusESCC8.27e-192.73e-010.1617
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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
∗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:0045185111EsophagusESCCmaintenance of protein location71/855294/187233.41e-097.24e-0871
GO:0051235110EsophagusESCCmaintenance of location200/8552327/187231.01e-082.02e-07200
GO:0032507110EsophagusESCCmaintenance of protein location in cell52/855265/187231.41e-082.77e-0752
GO:007259517EsophagusESCCmaintenance of protein localization in organelle36/855242/187238.46e-081.44e-0636
GO:007097218EsophagusESCCprotein localization to endoplasmic reticulum52/855274/187231.58e-051.42e-0452
GO:0051651111EsophagusESCCmaintenance of location in cell126/8552214/187236.57e-055.00e-04126
GO:20002093EsophagusESCCregulation of anoikis20/855224/187231.69e-041.11e-0320
GO:00432761EsophagusESCCanoikis26/855234/187232.53e-041.55e-0326
GO:00354377EsophagusESCCmaintenance of protein localization in endoplasmic reticulum11/855214/187231.30e-024.27e-0211
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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
ANKRD13CSNVMissense_Mutationc.1154G>Ap.Arg385Glnp.R385QQ8N6S4protein_codingdeleterious(0.01)benign(0.349)TCGA-A8-A07O-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyCR
ANKRD13CSNVMissense_Mutationc.1471C>Ap.Pro491Thrp.P491TQ8N6S4protein_codingdeleterious(0)probably_damaging(1)TCGA-EX-A3L1-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ANKRD13CSNVMissense_Mutationc.466A>Cp.Asn156Hisp.N156HQ8N6S4protein_codingtolerated(1)benign(0.003)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ANKRD13CSNVMissense_Mutationc.283N>Gp.Leu95Valp.L95VQ8N6S4protein_codingtolerated_low_confidence(0.76)benign(0.027)TCGA-JW-A5VJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
ANKRD13CSNVMissense_Mutationrs774093011c.635G>Ap.Arg212Glnp.R212QQ8N6S4protein_codingtolerated(0.13)possibly_damaging(0.895)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ANKRD13CSNVMissense_Mutationc.1304N>Gp.His435Argp.H435RQ8N6S4protein_codingtolerated(0.61)benign(0.066)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
ANKRD13CSNVMissense_Mutationc.1223G>Ap.Arg408Glnp.R408QQ8N6S4protein_codingtolerated(0.12)probably_damaging(0.989)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ANKRD13CSNVMissense_Mutationc.1456N>Ap.Val486Ilep.V486IQ8N6S4protein_codingtolerated(0.52)possibly_damaging(0.557)TCGA-DM-A1D9-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ANKRD13CSNVMissense_Mutationc.1223G>Ap.Arg408Glnp.R408QQ8N6S4protein_codingtolerated(0.12)probably_damaging(0.989)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
ANKRD13CSNVMissense_Mutationc.725N>Ap.Arg242Glnp.R242QQ8N6S4protein_codingdeleterious(0)probably_damaging(0.981)TCGA-A5-A0G1-01Endometriumuterine 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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