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: ANKRD13D

Gene summary for ANKRD13D

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ANKRD13D

Gene ID

338692

Gene nameankyrin repeat domain 13D
Gene AliasANKRD13D
Cytomap11q13.2
Gene Typeprotein-coding
GO ID

GO:0002090

UniProtAcc

A0A024R5D5


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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
338692ANKRD13DLZE2THumanEsophagusESCC9.54e-064.66e-010.082
338692ANKRD13DLZE4THumanEsophagusESCC1.47e-071.94e-010.0811
338692ANKRD13DLZE7THumanEsophagusESCC9.32e-082.53e-010.0667
338692ANKRD13DLZE20THumanEsophagusESCC1.85e-184.69e-010.0662
338692ANKRD13DLZE22D1HumanEsophagusHGIN1.24e-041.53e-010.0595
338692ANKRD13DLZE24D1HumanEsophagusHGIN3.66e-038.00e-010.054
338692ANKRD13DLZE24THumanEsophagusESCC2.47e-193.55e-010.0596
338692ANKRD13DLZE21THumanEsophagusESCC8.02e-042.06e-010.0655
338692ANKRD13DP1T-EHumanEsophagusESCC1.42e-196.22e-010.0875
338692ANKRD13DP2T-EHumanEsophagusESCC8.08e-182.12e-010.1177
338692ANKRD13DP4T-EHumanEsophagusESCC1.44e-193.44e-010.1323
338692ANKRD13DP5T-EHumanEsophagusESCC2.62e-334.80e-010.1327
338692ANKRD13DP8T-EHumanEsophagusESCC4.30e-621.01e+000.0889
338692ANKRD13DP9T-EHumanEsophagusESCC1.99e-101.80e-010.1131
338692ANKRD13DP10T-EHumanEsophagusESCC2.33e-213.83e-010.116
338692ANKRD13DP11T-EHumanEsophagusESCC2.10e-103.28e-010.1426
338692ANKRD13DP12T-EHumanEsophagusESCC3.31e-315.48e-010.1122
338692ANKRD13DP15T-EHumanEsophagusESCC6.22e-325.09e-010.1149
338692ANKRD13DP16T-EHumanEsophagusESCC1.31e-162.97e-010.1153
338692ANKRD13DP17T-EHumanEsophagusESCC2.68e-031.09e-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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:004311217EsophagusHGINreceptor metabolic process36/2587166/187233.60e-033.29e-0236
GO:003010018EsophagusESCCregulation of endocytosis135/8552211/187235.75e-081.02e-06135
GO:004311218EsophagusESCCreceptor metabolic process104/8552166/187237.44e-067.37e-05104
GO:000689818EsophagusESCCreceptor-mediated endocytosis142/8552244/187235.22e-054.05e-04142
GO:004825916EsophagusESCCregulation of receptor-mediated endocytosis66/8552110/187231.72e-037.96e-0366
GO:004311221LiverHCCreceptor metabolic process96/7958166/187234.69e-054.50e-0496
GO:000689821LiverHCCreceptor-mediated endocytosis134/7958244/187235.73e-055.31e-04134
GO:003010021LiverHCCregulation of endocytosis117/7958211/187239.56e-058.32e-04117
GO:004825921LiverHCCregulation of receptor-mediated endocytosis60/7958110/187237.12e-032.84e-0260
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:004825910Oral cavityOSCCregulation of receptor-mediated endocytosis58/7305110/187232.37e-031.05e-0258
GO:00316239Oral cavityOSCCreceptor internalization56/7305113/187231.44e-024.69e-0256
GO:003010020ThyroidPTCregulation of endocytosis108/5968211/187233.92e-091.04e-07108
GO:0006898110ThyroidPTCreceptor-mediated endocytosis112/5968244/187232.87e-063.74e-05112
GO:004825918ThyroidPTCregulation of receptor-mediated endocytosis55/5968110/187235.64e-054.99e-0455
GO:004311219ThyroidPTCreceptor metabolic process77/5968166/187236.21e-055.47e-0477
GO:00510518ThyroidPTCnegative regulation of transport176/5968470/187235.44e-032.49e-02176
GO:0030100111ThyroidATCregulation of endocytosis113/6293211/187231.71e-094.22e-08113
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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
ANKRD13DSNVMissense_Mutationc.763G>Cp.Glu255Glnp.E255QQ6ZTN6protein_codingdeleterious(0)probably_damaging(0.982)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ANKRD13DSNVMissense_Mutationc.173N>Cp.Val58Alap.V58AQ6ZTN6protein_codingtolerated(0.14)benign(0.332)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ANKRD13DSNVMissense_Mutationc.498N>Ap.Met166Ilep.M166IQ6ZTN6protein_codingdeleterious(0.01)possibly_damaging(0.885)TCGA-AO-A12D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
ANKRD13DSNVMissense_Mutationrs750361664c.784N>Ap.Gly262Serp.G262SQ6ZTN6protein_codingdeleterious(0.01)probably_damaging(1)TCGA-AR-A1AP-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
ANKRD13DSNVMissense_Mutationrs771324597c.1262N>Ap.Arg421Hisp.R421HQ6ZTN6protein_codingdeleterious(0.02)probably_damaging(1)TCGA-BH-A0DS-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycyclophosphamideSD
ANKRD13DSNVMissense_Mutationnovelc.1202N>Ap.Arg401Hisp.R401HQ6ZTN6protein_codingdeleterious(0.03)probably_damaging(0.947)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ANKRD13DSNVMissense_Mutationc.727G>Ap.Glu243Lysp.E243KQ6ZTN6protein_codingdeleterious(0)probably_damaging(0.999)TCGA-DS-A1OC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapygemcitabineSD
ANKRD13DSNVMissense_Mutationc.1660N>Tp.Pro554Serp.P554SQ6ZTN6protein_codingtolerated(1)benign(0.014)TCGA-FU-A2QG-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ANKRD13DSNVMissense_Mutationrs140647228c.490G>Ap.Glu164Lysp.E164KQ6ZTN6protein_codingdeleterious(0)possibly_damaging(0.701)TCGA-JW-AAVH-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ANKRD13DSNVMissense_Mutationc.534N>Cp.Lys178Asnp.K178NQ6ZTN6protein_codingdeleterious(0)possibly_damaging(0.892)TCGA-Q1-A6DT-01Cervixcervical & endocervical cancerFemale<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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