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: ANKRA2

Gene summary for ANKRA2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ANKRA2

Gene ID

57763

Gene nameankyrin repeat family A member 2
Gene AliasANKRA
Cytomap5q13.2
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

A0A024RAN7


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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
57763ANKRA2Pt13.bHumanLiverHCC1.99e-022.75e-020.0251
57763ANKRA2Pt14.aHumanLiverHCC7.56e-073.19e-010.0169
57763ANKRA2Pt14.bHumanLiverHCC2.45e-022.14e-010.018
57763ANKRA2S016HumanLiverHCC7.63e-041.39e-010.2243
57763ANKRA2C04HumanOral cavityOSCC2.08e-084.17e-010.2633
57763ANKRA2C21HumanOral cavityOSCC7.73e-144.66e-010.2678
57763ANKRA2C30HumanOral cavityOSCC3.48e-136.87e-010.3055
57763ANKRA2C38HumanOral cavityOSCC7.77e-119.75e-010.172
57763ANKRA2C43HumanOral cavityOSCC2.58e-133.68e-010.1704
57763ANKRA2C46HumanOral cavityOSCC3.57e-184.75e-010.1673
57763ANKRA2C57HumanOral cavityOSCC1.40e-072.68e-010.1679
57763ANKRA2C08HumanOral cavityOSCC4.13e-113.23e-010.1919
57763ANKRA2C09HumanOral cavityOSCC1.29e-042.00e-010.1431
57763ANKRA2LN46HumanOral cavityOSCC7.16e-094.44e-010.1666
57763ANKRA2LP15HumanOral cavityLP1.04e-037.82e-010.2174
57763ANKRA2LP17HumanOral cavityLP8.78e-045.11e-010.2349
57763ANKRA2SYSMH1HumanOral cavityOSCC1.35e-048.44e-020.1127
57763ANKRA2SYSMH2HumanOral cavityOSCC4.77e-152.95e-010.2326
57763ANKRA2SYSMH3HumanOral cavityOSCC1.23e-021.36e-010.2442
57763ANKRA2SYSMH4HumanOral cavityOSCC4.58e-031.09e-010.1226
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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:0043254111EsophagusESCCregulation of protein-containing complex assembly278/8552428/187233.81e-162.77e-14278
GO:004325412LiverCirrhoticregulation of protein-containing complex assembly169/4634428/187237.40e-124.99e-10169
GO:004325422LiverHCCregulation of protein-containing complex assembly264/7958428/187235.47e-164.39e-14264
GO:004325420Oral cavityOSCCregulation of protein-containing complex assembly255/7305428/187232.94e-183.15e-16255
GO:0043254110Oral cavityLPregulation of protein-containing complex assembly163/4623428/187233.72e-101.92e-08163
GO:0043254113ThyroidPTCregulation of protein-containing complex assembly215/5968428/187231.23e-159.09e-14215
GO:0043254210ThyroidATCregulation of protein-containing complex assembly225/6293428/187232.72e-162.33e-14225
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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
ANKRA2SNVMissense_Mutationc.103N>Tp.Pro35Serp.P35SQ9H9E1protein_codingtolerated_low_confidence(0.32)benign(0)TCGA-D8-A1JF-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
ANKRA2SNVMissense_Mutationrs749997797c.659C>Tp.Ser220Leup.S220LQ9H9E1protein_codingtolerated(1)benign(0.279)TCGA-5M-AATE-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ANKRA2SNVMissense_Mutationnovelc.203N>Gp.Phe68Cysp.F68CQ9H9E1protein_codingdeleterious_low_confidence(0)probably_damaging(0.971)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ANKRA2SNVMissense_Mutationrs200934847c.176G>Ap.Arg59Glnp.R59QQ9H9E1protein_codingdeleterious_low_confidence(0)possibly_damaging(0.885)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
ANKRA2SNVMissense_Mutationrs778296728c.503N>Ap.Arg168Hisp.R168HQ9H9E1protein_codingtolerated(0.3)benign(0.09)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
ANKRA2SNVMissense_Mutationnovelc.410N>Tp.Arg137Ilep.R137IQ9H9E1protein_codingdeleterious(0)probably_damaging(0.944)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ANKRA2SNVMissense_Mutationnovelc.323G>Ap.Gly108Glup.G108EQ9H9E1protein_codingtolerated(0.06)probably_damaging(0.994)TCGA-AX-A3FX-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinPD
ANKRA2SNVMissense_Mutationnovelc.604N>Ap.Leu202Ilep.L202IQ9H9E1protein_codingtolerated(0.1)probably_damaging(0.979)TCGA-B5-A1MR-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
ANKRA2SNVMissense_Mutationnovelc.626N>Cp.Gln209Prop.Q209PQ9H9E1protein_codingtolerated(0.11)possibly_damaging(0.447)TCGA-BG-A0VW-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ANKRA2SNVMissense_Mutationc.74C>Tp.Thr25Ilep.T25IQ9H9E1protein_codingtolerated_low_confidence(0.05)benign(0.003)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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