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:00068938Oral cavityOSCCGolgi to plasma membrane transport41/730560/187233.98e-064.66e-0541
GO:00430018Oral cavityOSCCGolgi to plasma membrane protein transport30/730540/187234.03e-064.69e-0530
GO:001003820Oral cavityOSCCresponse to metal ion188/7305373/187234.34e-065.00e-05188
GO:00988769Oral cavityOSCCvesicle-mediated transport to the plasma membrane79/7305136/187234.93e-065.58e-0579
GO:19035337Oral cavityOSCCregulation of protein targeting51/730581/187231.08e-051.13e-0451
GO:00616405Oral cavityOSCCcytoskeleton-dependent cytokinesis60/7305100/187231.69e-051.67e-0460
GO:002240718Oral cavityOSCCregulation of cell-cell adhesion218/7305448/187231.71e-051.68e-04218
GO:00066123Oral cavityOSCCprotein targeting to membrane75/7305131/187231.72e-051.69e-0475
GO:003410919Oral cavityOSCChomotypic cell-cell adhesion55/730590/187231.78e-051.73e-0455
GO:000925919Oral cavityOSCCribonucleotide metabolic process189/7305385/187233.18e-052.87e-04189
GO:00619518Oral cavityOSCCestablishment of protein localization to plasma membrane39/730560/187234.07e-053.53e-0439
GO:007252120Oral cavityOSCCpurine-containing compound metabolic process199/7305416/187231.34e-049.53e-04199
GO:000915020Oral cavityOSCCpurine ribonucleotide metabolic process178/7305368/187231.45e-041.02e-03178
GO:00440917Oral cavityOSCCmembrane biogenesis35/730555/187231.88e-041.27e-0335
GO:00717098Oral cavityOSCCmembrane assembly32/730550/187233.02e-041.89e-0332
GO:000616320Oral cavityOSCCpurine nucleotide metabolic process188/7305396/187233.31e-042.04e-03188
GO:00338663Oral cavityOSCCnucleoside bisphosphate biosynthetic process36/730560/187237.94e-044.27e-0336
GO:00340303Oral cavityOSCCribonucleoside bisphosphate biosynthetic process36/730560/187237.94e-044.27e-0336
GO:00340333Oral cavityOSCCpurine nucleoside bisphosphate biosynthetic process36/730560/187237.94e-044.27e-0336
GO:19012938Oral cavityOSCCnucleoside phosphate biosynthetic process125/7305256/187238.32e-044.41e-03125
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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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