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: KANK1

Gene summary for KANK1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KANK1

Gene ID

23189

Gene nameKN motif and ankyrin repeat domains 1
Gene AliasANKRD15
Cytomap9p24.3
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q14678


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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
23189KANK1CCI_2HumanCervixCC8.90e-111.13e+000.5249
23189KANK1CCI_3HumanCervixCC2.38e-251.33e+000.516
23189KANK1HTA11_347_2000001011HumanColorectumAD1.57e-033.92e-01-0.1954
23189KANK1HTA11_1391_2000001011HumanColorectumAD1.25e-035.77e-01-0.059
23189KANK1HTA11_4255_2000001011HumanColorectumSER3.34e-055.61e-010.0446
23189KANK1HTA11_7663_2000001011HumanColorectumSER3.01e-046.80e-010.0131
23189KANK1HTA11_7469_2000001011HumanColorectumAD6.36e-03-8.09e-01-0.0124
23189KANK1HTA11_99999965062_69753HumanColorectumMSI-H1.60e-321.49e+000.3487
23189KANK1HTA11_99999965104_69814HumanColorectumMSS2.50e-221.27e+000.281
23189KANK1HTA11_99999971662_82457HumanColorectumMSS5.62e-077.93e-010.3859
23189KANK1A001-C-207HumanColorectumFAP7.96e-041.90e-010.1278
23189KANK1A015-C-203HumanColorectumFAP1.76e-13-1.94e-01-0.1294
23189KANK1A002-C-201HumanColorectumFAP6.82e-03-1.92e-010.0324
23189KANK1A001-C-108HumanColorectumFAP2.04e-05-2.42e-03-0.0272
23189KANK1A002-C-205HumanColorectumFAP8.13e-14-3.16e-01-0.1236
23189KANK1A001-C-104HumanColorectumFAP4.15e-046.19e-020.0184
23189KANK1A015-C-006HumanColorectumFAP3.77e-12-3.73e-01-0.0994
23189KANK1A015-C-106HumanColorectumFAP6.23e-053.59e-02-0.0511
23189KANK1A002-C-114HumanColorectumFAP4.40e-15-5.33e-01-0.1561
23189KANK1A015-C-104HumanColorectumFAP1.74e-20-2.60e-01-0.1899
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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
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
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:001063118Oral cavityOSCCepithelial cell migration174/7305357/187231.04e-047.70e-04174
GO:006082810Oral cavityOSCCregulation of canonical Wnt signaling pathway128/7305253/187231.11e-048.16e-04128
GO:009013218Oral cavityOSCCepithelium migration175/7305360/187231.18e-048.54e-04175
GO:009013018Oral cavityOSCCtissue migration176/7305365/187231.92e-041.29e-03176
GO:001097510Oral cavityOSCCregulation of neuron projection development210/7305445/187232.35e-041.52e-03210
GO:00971788Oral cavityOSCCruffle assembly29/730544/187232.74e-041.74e-0329
GO:006007010Oral cavityOSCCcanonical Wnt signaling pathway148/7305303/187232.89e-041.82e-03148
GO:190303418Oral cavityOSCCregulation of response to wounding87/7305167/187233.91e-042.38e-0387
GO:190002418Oral cavityOSCCregulation of substrate adhesion-dependent cell spreading35/730557/187235.10e-042.98e-0335
GO:003444618Oral cavityOSCCsubstrate adhesion-dependent cell spreading59/7305108/187237.01e-043.89e-0359
GO:00071629Oral cavityOSCCnegative regulation of cell adhesion145/7305303/187239.95e-045.18e-03145
GO:00301779Oral cavityOSCCpositive regulation of Wnt signaling pathway73/7305140/187231.06e-035.46e-0373
GO:00350245Oral cavityOSCCnegative regulation of Rho protein signal transduction16/730522/187231.40e-036.79e-0316
GO:00466263Oral cavityOSCCregulation of insulin receptor signaling pathway38/730566/187231.70e-038.07e-0338
GO:19000763Oral cavityOSCCregulation of cellular response to insulin stimulus37/730564/187231.76e-038.31e-0337
GO:00726734Oral cavityOSCClamellipodium morphogenesis13/730517/187231.92e-038.94e-0313
GO:006104116Oral cavityOSCCregulation of wound healing69/7305134/187232.19e-039.95e-0369
GO:190303615Oral cavityOSCCpositive regulation of response to wounding40/730572/187233.21e-031.38e-0240
GO:001076918Oral cavityOSCCregulation of cell morphogenesis involved in differentiation51/730596/187233.43e-031.45e-0251
GO:19000276Oral cavityOSCCregulation of ruffle assembly20/730531/187233.57e-031.49e-0220
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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
KANK1SNVMissense_Mutationrs761714605c.2255N>Tp.Ser752Leup.S752LQ14678protein_codingdeleterious(0.01)benign(0.219)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
KANK1SNVMissense_Mutationrs775231755c.3806N>Tp.Thr1269Metp.T1269MQ14678protein_codingdeleterious(0)probably_damaging(0.989)TCGA-AC-A62V-01Breastbreast invasive carcinomaMale<65III/IVTargeted Molecular therapydenosumabPD
KANK1SNVMissense_Mutationnovelc.2756N>Tp.Ser919Ilep.S919IQ14678protein_codingtolerated(0.2)benign(0.08)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KANK1SNVMissense_Mutationc.2482N>Cp.Glu828Glnp.E828QQ14678protein_codingtolerated(0.08)probably_damaging(0.981)TCGA-AO-A03O-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinSD
KANK1SNVMissense_Mutationnovelc.3775N>Ap.Asp1259Asnp.D1259NQ14678protein_codingdeleterious(0.04)possibly_damaging(0.737)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
KANK1SNVMissense_Mutationnovelc.2071N>Tp.Leu691Phep.L691FQ14678protein_codingtolerated(0.41)benign(0.003)TCGA-BH-A0E1-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
KANK1SNVMissense_Mutationnovelc.847N>Gp.Thr283Alap.T283AQ14678protein_codingtolerated(0.09)probably_damaging(0.917)TCGA-BH-A0HA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
KANK1SNVMissense_Mutationc.3232N>Ap.Glu1078Lysp.E1078KQ14678protein_codingdeleterious(0.04)benign(0.147)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
KANK1SNVMissense_Mutationnovelc.908C>Tp.Ser303Leup.S303LQ14678protein_codingdeleterious(0.03)benign(0.005)TCGA-E2-A2P6-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
KANK1SNVMissense_Mutationnovelc.1960G>Ap.Ala654Thrp.A654TQ14678protein_codingtolerated(0.62)benign(0)TCGA-OL-A5RW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
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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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