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: KANK2

Gene summary for KANK2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KANK2

Gene ID

25959

Gene nameKN motif and ankyrin repeat domains 2
Gene AliasANKRD25
Cytomap19p13.2
Gene Typeprotein-coding
GO ID

GO:0000082

UniProtAcc

Q63ZY3


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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
25959KANK2male-WTAHumanThyroidPTC2.47e-425.52e-010.1037
25959KANK2PTC01HumanThyroidPTC1.59e-082.42e-010.1899
25959KANK2PTC03HumanThyroidPTC9.21e-032.06e-010.1784
25959KANK2PTC04HumanThyroidPTC1.49e-154.44e-010.1927
25959KANK2PTC05HumanThyroidPTC2.27e-319.27e-010.2065
25959KANK2PTC06HumanThyroidPTC4.12e-459.55e-010.2057
25959KANK2PTC07HumanThyroidPTC1.43e-356.83e-010.2044
25959KANK2ATC09HumanThyroidATC2.13e-207.44e-010.2871
25959KANK2ATC11HumanThyroidATC4.95e-044.40e-010.3386
25959KANK2ATC12HumanThyroidATC8.25e-205.70e-010.34
25959KANK2ATC13HumanThyroidATC5.92e-531.22e+000.34
25959KANK2ATC1HumanThyroidATC6.16e-198.21e-010.2878
25959KANK2ATC2HumanThyroidATC4.62e-088.14e-010.34
25959KANK2ATC3HumanThyroidATC1.45e-074.53e-010.338
25959KANK2ATC4HumanThyroidATC2.34e-306.79e-010.34
25959KANK2ATC5HumanThyroidATC2.58e-571.31e+000.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:000734619ThyroidPTCregulation of mitotic cell cycle212/5968457/187234.03e-111.44e-09212
GO:0071496113ThyroidPTCcellular response to external stimulus158/5968320/187234.12e-111.47e-09158
GO:000726519ThyroidPTCRas protein signal transduction162/5968337/187233.16e-101.02e-08162
GO:004477218ThyroidPTCmitotic cell cycle phase transition196/5968424/187233.17e-101.02e-08196
GO:0048545113ThyroidPTCresponse to steroid hormone158/5968339/187238.10e-092.00e-07158
GO:0031668113ThyroidPTCcellular response to extracellular stimulus120/5968246/187232.13e-084.91e-07120
GO:003052228ThyroidPTCintracellular receptor signaling pathway126/5968265/187236.31e-081.31e-06126
GO:0031669112ThyroidPTCcellular response to nutrient levels106/5968215/187236.96e-081.44e-06106
GO:19019908ThyroidPTCregulation of mitotic cell cycle phase transition138/5968299/187231.44e-072.78e-06138
GO:0030518111ThyroidPTCintracellular steroid hormone receptor signaling pathway63/5968116/187234.53e-077.41e-0663
GO:0031667113ThyroidPTCresponse to nutrient levels201/5968474/187237.00e-071.10e-05201
GO:000182215ThyroidPTCkidney development133/5968293/187237.57e-071.18e-05133
GO:00000829ThyroidPTCG1/S transition of mitotic cell cycle102/5968214/187239.48e-071.43e-05102
GO:0071383112ThyroidPTCcellular response to steroid hormone stimulus98/5968204/187239.83e-071.47e-0598
GO:00448439ThyroidPTCcell cycle G1/S phase transition112/5968241/187231.37e-061.96e-05112
GO:000165517ThyroidPTCurogenital system development149/5968338/187231.41e-062.01e-05149
GO:007200114ThyroidPTCrenal system development135/5968302/187231.76e-062.43e-05135
GO:00457867ThyroidPTCnegative regulation of cell cycle166/5968385/187231.93e-062.64e-05166
GO:19019878ThyroidPTCregulation of cell cycle phase transition167/5968390/187232.97e-063.87e-05167
GO:0001667112ThyroidPTCameboidal-type cell migration198/5968475/187233.36e-064.34e-05198
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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
KANK2SNVMissense_Mutationc.2525N>Tp.Ser842Leup.S842LQ63ZY3protein_codingdeleterious(0.01)probably_damaging(0.995)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KANK2SNVMissense_Mutationc.2231N>Cp.Ser744Thrp.S744TQ63ZY3protein_codingdeleterious(0.01)possibly_damaging(0.465)TCGA-AR-A0TX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
KANK2SNVMissense_Mutationc.2542N>Ap.Asp848Asnp.D848NQ63ZY3protein_codingtolerated(0.09)probably_damaging(0.981)TCGA-E2-A14Y-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinSD
KANK2SNVMissense_Mutationnovelc.1604C>Tp.Thr535Ilep.T535IQ63ZY3protein_codingtolerated(0.05)possibly_damaging(0.687)TCGA-EW-A423-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
KANK2SNVMissense_Mutationnovelc.1747N>Ap.Glu583Lysp.E583KQ63ZY3protein_codingtolerated(0.09)benign(0)TCGA-PE-A5DE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
KANK2SNVMissense_Mutationnovelc.236N>Tp.Ser79Phep.S79FQ63ZY3protein_codingdeleterious(0)probably_damaging(0.998)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
KANK2SNVMissense_Mutationnovelc.287G>Ap.Arg96Hisp.R96HQ63ZY3protein_codingtolerated(0.05)possibly_damaging(0.632)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
KANK2SNVMissense_Mutationc.1122G>Cp.Glu374Aspp.E374DQ63ZY3protein_codingdeleterious(0.04)benign(0.009)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
KANK2SNVMissense_Mutationnovelc.1831N>Cp.Lys611Glnp.K611QQ63ZY3protein_codingtolerated(0.07)probably_damaging(0.929)TCGA-A6-2672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
KANK2SNVMissense_Mutationrs765508139c.1964N>Tp.Thr655Metp.T655MQ63ZY3protein_codingdeleterious(0)probably_damaging(0.909)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=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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