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: ANKRD22

Gene summary for ANKRD22

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ANKRD22

Gene ID

118932

Gene nameankyrin repeat domain 22
Gene AliasANKRD22
Cytomap10q23.31
Gene Typeprotein-coding
GO ID

NA

UniProtAcc

Q5VYY1


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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
118932ANKRD22C38HumanOral cavityOSCC3.10e-095.97e-010.172
118932ANKRD22C43HumanOral cavityOSCC4.33e-598.78e-010.1704
118932ANKRD22C46HumanOral cavityOSCC1.69e-316.61e-010.1673
118932ANKRD22C57HumanOral cavityOSCC1.58e-277.78e-010.1679
118932ANKRD22C08HumanOral cavityOSCC3.50e-029.38e-020.1919
118932ANKRD22LN46HumanOral cavityOSCC1.40e-328.92e-010.1666
118932ANKRD22SYSMH1HumanOral cavityOSCC1.22e-153.79e-010.1127
118932ANKRD22SYSMH2HumanOral cavityOSCC6.01e-038.84e-020.2326
118932ANKRD22Pat01-BHumanStomachGC8.00e-15-4.93e-010.5754
118932ANKRD22Pat02-BHumanStomachGC6.70e-44-2.84e-010.0368
118932ANKRD22Pat03-BHumanStomachGC8.59e-17-5.60e-010.3693
118932ANKRD22Pat04-BHumanStomachGC7.01e-18-3.81e-01-0.1483
118932ANKRD22Pat05-BHumanStomachGC1.98e-07-3.12e-01-0.0353
118932ANKRD22Pat06-BHumanStomachGC3.88e-34-2.16e-01-0.1961
118932ANKRD22Pat09-BHumanStomachGC2.94e-07-4.43e-01-0.0359
118932ANKRD22Pat11-BHumanStomachGC1.29e-11-2.24e-01-0.182
118932ANKRD22Pat12-BHumanStomachGC8.54e-17-5.56e-010.0325
118932ANKRD22Pat13-BHumanStomachGC4.09e-03-5.54e-010.0555
118932ANKRD22Pat15-BHumanStomachGC5.22e-16-2.08e-01-0.0778
118932ANKRD22Pat16-BHumanStomachGC9.60e-08-5.23e-010.1918
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
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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
ANKRD22SNVMissense_Mutationnovelc.428N>Ap.Cys143Tyrp.C143YQ5VYY1protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-MS-A51U-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ANKRD22SNVMissense_Mutationc.17C>Gp.Ser6Cysp.S6CQ5VYY1protein_codingdeleterious(0)benign(0.174)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
ANKRD22SNVMissense_Mutationc.133N>Cp.Ile45Leup.I45LQ5VYY1protein_codingdeleterious(0.04)probably_damaging(0.981)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ANKRD22SNVMissense_Mutationc.5N>Ap.Gly2Glup.G2EQ5VYY1protein_codingdeleterious_low_confidence(0)probably_damaging(0.998)TCGA-AZ-6599-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ANKRD22SNVMissense_Mutationc.28N>Cp.Cys10Argp.C10RQ5VYY1protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A5-A0GW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ANKRD22SNVMissense_Mutationnovelc.336N>Tp.Lys112Asnp.K112NQ5VYY1protein_codingtolerated(0.13)probably_damaging(0.966)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
ANKRD22SNVMissense_Mutationrs758073859c.379G>Ap.Glu127Lysp.E127KQ5VYY1protein_codingdeleterious(0.01)benign(0.097)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ANKRD22SNVMissense_Mutationrs758073859c.379N>Ap.Glu127Lysp.E127KQ5VYY1protein_codingdeleterious(0.01)benign(0.097)TCGA-B5-A11E-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ANKRD22SNVMissense_Mutationnovelc.539N>Gp.Phe180Cysp.F180CQ5VYY1protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BK-A6W3-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ANKRD22SNVMissense_Mutationrs758073859c.379G>Ap.Glu127Lysp.E127KQ5VYY1protein_codingdeleterious(0.01)benign(0.097)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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