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: ANKRD13A

Gene summary for ANKRD13A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ANKRD13A

Gene ID

88455

Gene nameankyrin repeat domain 13A
Gene AliasANKRD13
Cytomap12q24.11
Gene Typeprotein-coding
GO ID

GO:0002090

UniProtAcc

Q3ZTS7


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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
88455ANKRD13ALZE5THumanEsophagusESCC9.13e-042.30e-010.0514
88455ANKRD13ALZE24THumanEsophagusESCC1.06e-104.35e-010.0596
88455ANKRD13AP1T-EHumanEsophagusESCC2.30e-095.07e-010.0875
88455ANKRD13AP2T-EHumanEsophagusESCC4.60e-202.87e-010.1177
88455ANKRD13AP4T-EHumanEsophagusESCC1.02e-132.14e-010.1323
88455ANKRD13AP5T-EHumanEsophagusESCC7.76e-043.92e-020.1327
88455ANKRD13AP8T-EHumanEsophagusESCC9.62e-142.91e-010.0889
88455ANKRD13AP10T-EHumanEsophagusESCC2.45e-111.42e-010.116
88455ANKRD13AP12T-EHumanEsophagusESCC2.27e-079.97e-020.1122
88455ANKRD13AP15T-EHumanEsophagusESCC1.06e-061.75e-010.1149
88455ANKRD13AP16T-EHumanEsophagusESCC1.12e-037.54e-020.1153
88455ANKRD13AP20T-EHumanEsophagusESCC8.82e-056.87e-020.1124
88455ANKRD13AP21T-EHumanEsophagusESCC4.38e-081.85e-010.1617
88455ANKRD13AP22T-EHumanEsophagusESCC5.29e-066.28e-020.1236
88455ANKRD13AP23T-EHumanEsophagusESCC6.26e-072.39e-010.108
88455ANKRD13AP24T-EHumanEsophagusESCC1.21e-021.04e-010.1287
88455ANKRD13AP26T-EHumanEsophagusESCC2.98e-068.88e-020.1276
88455ANKRD13AP27T-EHumanEsophagusESCC6.02e-091.78e-010.1055
88455ANKRD13AP28T-EHumanEsophagusESCC2.30e-045.83e-020.1149
88455ANKRD13AP30T-EHumanEsophagusESCC5.62e-032.41e-010.137
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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
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:003010018EsophagusESCCregulation of endocytosis135/8552211/187235.75e-081.02e-06135
GO:004311218EsophagusESCCreceptor metabolic process104/8552166/187237.44e-067.37e-05104
GO:19038289EsophagusESCCnegative regulation of cellular protein localization76/8552117/187231.97e-051.72e-0476
GO:000689818EsophagusESCCreceptor-mediated endocytosis142/8552244/187235.22e-054.05e-04142
GO:004825916EsophagusESCCregulation of receptor-mediated endocytosis66/8552110/187231.72e-037.96e-0366
GO:00360106EsophagusESCCprotein localization to endosome18/855224/187233.43e-031.41e-0218
GO:003010016Oral cavityOSCCregulation of endocytosis121/7305211/187234.74e-088.80e-07121
GO:000689810Oral cavityOSCCreceptor-mediated endocytosis125/7305244/187236.56e-055.32e-04125
GO:004311210Oral cavityOSCCreceptor metabolic process88/7305166/187231.68e-041.15e-0388
GO:19038288Oral cavityOSCCnegative regulation of cellular protein localization65/7305117/187232.05e-041.36e-0365
GO:004825910Oral cavityOSCCregulation of receptor-mediated endocytosis58/7305110/187232.37e-031.05e-0258
GO:00360105Oral cavityOSCCprotein localization to endosome16/730524/187235.63e-032.17e-0216
GO:00316239Oral cavityOSCCreceptor internalization56/7305113/187231.44e-024.69e-0256
GO:003010017Oral cavityLPregulation of endocytosis81/4623211/187236.57e-061.29e-0481
GO:190382813Oral cavityLPnegative regulation of cellular protein localization49/4623117/187233.18e-054.89e-0449
GO:004311216Oral cavityLPreceptor metabolic process64/4623166/187235.00e-057.02e-0464
GO:000689817Oral cavityLPreceptor-mediated endocytosis87/4623244/187237.83e-051.02e-0387
GO:003601012Oral cavityLPprotein localization to endosome14/462324/187234.52e-044.30e-0314
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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
ANKRD13ASNVMissense_Mutationc.524G>Tp.Ser175Ilep.S175IQ8IZ07protein_codingdeleterious(0)possibly_damaging(0.875)TCGA-B6-A1KC-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ANKRD13ASNVMissense_Mutationnovelc.967N>Tp.Thr323Serp.T323SQ8IZ07protein_codingtolerated(1)benign(0.41)TCGA-D8-A73U-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
ANKRD13AinsertionNonsense_Mutationnovelc.1198_1199insGTGTGGAGTAAAGCTGCTGTTGTCTAGCCTACTGCATp.Lys400SerfsTer4p.K400Sfs*4Q8IZ07protein_codingTCGA-A8-A0AD-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
ANKRD13AinsertionFrame_Shift_Insnovelc.523_524insCTACTp.Ser175ThrfsTer15p.S175Tfs*15Q8IZ07protein_codingTCGA-AC-A3QQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ANKRD13AinsertionFrame_Shift_Insnovelc.1054_1055insGGTTAACACGTCCACCTCAGACACTGAGTGCCp.Glu352GlyfsTer13p.E352Gfs*13Q8IZ07protein_codingTCGA-BH-A0DS-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycyclophosphamideSD
ANKRD13ASNVMissense_Mutationnovelc.437N>Ap.Cys146Tyrp.C146YQ8IZ07protein_codingtolerated(1)probably_damaging(0.996)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ANKRD13ASNVMissense_Mutationnovelc.631N>Tp.Leu211Phep.L211FQ8IZ07protein_codingtolerated(0.24)possibly_damaging(0.757)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ANKRD13ASNVMissense_Mutationnovelc.886N>Cp.Asp296Hisp.D296HQ8IZ07protein_codingtolerated(0.06)probably_damaging(0.979)TCGA-C5-A1BQ-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
ANKRD13ASNVMissense_Mutationrs769790065c.214N>Tp.Arg72Cysp.R72CQ8IZ07protein_codingtolerated(0.19)benign(0.001)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ANKRD13ASNVMissense_Mutationc.629N>Ap.Arg210Hisp.R210HQ8IZ07protein_codingtolerated(0.09)benign(0.019)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
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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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