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: ANK3

Gene summary for ANK3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ANK3

Gene ID

288

Gene nameankyrin 3
Gene AliasANKYRIN-G
Cytomap10q21.2
Gene Typeprotein-coding
GO ID

GO:0000278

UniProtAcc

Q12955


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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
288ANK3CA_HPV_1HumanCervixCC6.30e-03-2.39e-010.0264
288ANK3CCI_1HumanCervixCC6.68e-111.43e+000.528
288ANK3CCI_2HumanCervixCC1.57e-202.22e+000.5249
288ANK3CCI_3HumanCervixCC1.66e-372.03e+000.516
288ANK3CCII_1HumanCervixCC5.77e-033.56e-010.3249
288ANK3HTA11_3410_2000001011HumanColorectumAD3.42e-31-7.79e-010.0155
288ANK3HTA11_2487_2000001011HumanColorectumSER2.30e-04-4.55e-01-0.1808
288ANK3HTA11_3361_2000001011HumanColorectumAD5.21e-20-8.78e-01-0.1207
288ANK3HTA11_696_2000001011HumanColorectumAD1.95e-29-6.31e-01-0.1464
288ANK3HTA11_866_2000001011HumanColorectumAD3.63e-07-3.70e-01-0.1001
288ANK3HTA11_5212_2000001011HumanColorectumAD5.52e-04-5.71e-01-0.2061
288ANK3HTA11_7862_2000001011HumanColorectumAD2.44e-05-5.84e-01-0.0179
288ANK3HTA11_866_3004761011HumanColorectumAD8.05e-24-7.61e-010.096
288ANK3HTA11_8622_2000001021HumanColorectumSER9.09e-08-7.04e-010.0528
288ANK3HTA11_10711_2000001011HumanColorectumAD1.24e-07-5.69e-010.0338
288ANK3HTA11_7696_3000711011HumanColorectumAD1.51e-12-4.65e-010.0674
288ANK3HTA11_11156_2000001011HumanColorectumAD1.74e-05-9.51e-010.0397
288ANK3HTA11_99999970781_79442HumanColorectumMSS1.73e-15-4.97e-010.294
288ANK3HTA11_99999971662_82457HumanColorectumMSS8.50e-08-3.67e-010.3859
288ANK3HTA11_99999973899_84307HumanColorectumMSS4.60e-18-9.56e-010.2585
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:1903829112SkinSCCISpositive regulation of cellular protein localization27/919276/187235.26e-048.16e-0327
GO:1905477110SkinSCCISpositive regulation of protein localization to membrane14/919106/187236.72e-049.70e-0314
GO:0051651112SkinSCCISmaintenance of location in cell22/919214/187238.70e-041.14e-0222
GO:0033157111SkinSCCISregulation of intracellular protein transport22/919229/187232.09e-032.14e-0222
GO:000091018SkinSCCIScytokinesis18/919173/187232.16e-032.18e-0218
GO:19013794SkinSCCISregulation of potassium ion transmembrane transport12/91995/187232.34e-032.34e-0212
GO:006195115SkinSCCISestablishment of protein localization to plasma membrane9/91960/187232.47e-032.40e-029
GO:007124819SkinSCCIScellular response to metal ion19/919197/187233.89e-033.33e-0219
GO:000202814SkinSCCISregulation of sodium ion transport11/91990/187234.51e-033.78e-0211
GO:009031619SkinSCCISpositive regulation of intracellular protein transport16/919160/187235.45e-034.32e-0216
GO:19010163SkinSCCISregulation of potassium ion transmembrane transporter activity9/91968/187235.82e-034.50e-029
GO:190230518SkinSCCISregulation of sodium ion transmembrane transport9/91968/187235.82e-034.50e-029
GO:00032541SkinSCCISregulation of membrane depolarization7/91945/187235.95e-034.59e-027
GO:0006605112SkinSCCISprotein targeting26/919314/187236.62e-034.90e-0226
GO:0048193110SkincSCCGolgi vesicle transport153/4864296/187231.85e-213.41e-19153
GO:000660527SkincSCCprotein targeting153/4864314/187232.62e-183.36e-16153
GO:0032386110SkincSCCregulation of intracellular transport156/4864337/187234.48e-163.96e-14156
GO:003315724SkincSCCregulation of intracellular protein transport115/4864229/187232.74e-152.23e-13115
GO:190382928SkincSCCpositive regulation of cellular protein localization129/4864276/187236.43e-144.09e-12129
GO:009015024SkincSCCestablishment of protein localization to membrane123/4864260/187238.34e-145.18e-12123
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0520516CervixCCProteoglycans in cancer60/1267205/84659.13e-081.18e-067.00e-0760
hsa0520517CervixCCProteoglycans in cancer60/1267205/84659.13e-081.18e-067.00e-0760
hsa05205ColorectumADProteoglycans in cancer70/2092205/84651.37e-038.46e-035.39e-0370
hsa052051ColorectumADProteoglycans in cancer70/2092205/84651.37e-038.46e-035.39e-0370
hsa052052ColorectumSERProteoglycans in cancer58/1580205/84654.37e-043.82e-032.77e-0358
hsa052053ColorectumSERProteoglycans in cancer58/1580205/84654.37e-043.82e-032.77e-0358
hsa052054ColorectumMSSProteoglycans in cancer65/1875205/84658.66e-045.38e-033.29e-0365
hsa052055ColorectumMSSProteoglycans in cancer65/1875205/84658.66e-045.38e-033.29e-0365
hsa052056ColorectumFAPProteoglycans in cancer57/1404205/84653.05e-053.29e-042.00e-0457
hsa052057ColorectumFAPProteoglycans in cancer57/1404205/84653.05e-053.29e-042.00e-0457
hsa0520518EndometriumAEHProteoglycans in cancer53/1197205/84655.43e-066.53e-054.78e-0553
hsa0520519EndometriumAEHProteoglycans in cancer53/1197205/84655.43e-066.53e-054.78e-0553
hsa0520524EndometriumEECProteoglycans in cancer52/1237205/84653.01e-053.19e-042.38e-0452
hsa0520534EndometriumEECProteoglycans in cancer52/1237205/84653.01e-053.19e-042.38e-0452
hsa0520529EsophagusESCCProteoglycans in cancer138/4205205/84651.79e-071.40e-067.15e-07138
hsa0520537EsophagusESCCProteoglycans in cancer138/4205205/84651.79e-071.40e-067.15e-07138
hsa0520510LiverCirrhoticProteoglycans in cancer85/2530205/84652.37e-041.58e-039.75e-0485
hsa0520511LiverCirrhoticProteoglycans in cancer85/2530205/84652.37e-041.58e-039.75e-0485
hsa0520521LiverHCCProteoglycans in cancer121/4020205/84655.22e-042.18e-031.21e-03121
hsa0520531LiverHCCProteoglycans in cancer121/4020205/84655.22e-042.18e-031.21e-03121
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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
ANK3SNVMissense_Mutationrs777939067c.5788N>Gp.Gln1930Glup.Q1930EQ12955protein_codingtolerated_low_confidence(0.1)benign(0.015)TCGA-A1-A0SD-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ANK3SNVMissense_Mutationc.1214N>Gp.His405Argp.H405RQ12955protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A1-A0SH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytcSD
ANK3SNVMissense_Mutationnovelc.10281G>Tp.Leu3427Phep.L3427FQ12955protein_codingdeleterious_low_confidence(0)probably_damaging(0.996)TCGA-A8-A076-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
ANK3SNVMissense_Mutationnovelc.2210N>Cp.Gly737Alap.G737AQ12955protein_codingtolerated(1)benign(0.04)TCGA-A8-A095-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
ANK3SNVMissense_Mutationc.7786N>Tp.Arg2596Cysp.R2596CQ12955protein_codingdeleterious_low_confidence(0)probably_damaging(0.996)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ANK3SNVMissense_Mutationc.7543N>Ap.Leu2515Ilep.L2515IQ12955protein_codingdeleterious_low_confidence(0.03)benign(0.086)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ANK3SNVMissense_Mutationnovelc.4964N>Ap.Ser1655Tyrp.S1655YQ12955protein_codingdeleterious_low_confidence(0)possibly_damaging(0.603)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ANK3SNVMissense_Mutationnovelc.3794N>Ap.Pro1265Hisp.P1265HQ12955protein_codingdeleterious(0)possibly_damaging(0.879)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ANK3SNVMissense_Mutationrs775705277c.2756N>Tp.Ser919Leup.S919LQ12955protein_codingdeleterious(0.01)probably_damaging(0.992)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ANK3SNVMissense_Mutationnovelc.11339A>Cp.Asp3780Alap.D3780AQ12955protein_codingdeleterious_low_confidence(0)benign(0.006)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
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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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