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: ICK

Gene summary for ICK

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ICK

Gene ID

22858

Gene nameciliogenesis associated kinase 1
Gene AliasECO
Cytomap6p12.1
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

A0A024RD59


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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
22858ICKLZE2DHumanEsophagusHGIN8.16e-034.22e-010.0642
22858ICKLZE2THumanEsophagusESCC4.21e-051.13e+000.082
22858ICKLZE4THumanEsophagusESCC3.24e-081.78e-010.0811
22858ICKLZE5THumanEsophagusESCC1.81e-034.51e-010.0514
22858ICKLZE7THumanEsophagusESCC4.11e-116.09e-010.0667
22858ICKLZE8THumanEsophagusESCC5.97e-046.92e-020.067
22858ICKLZE20THumanEsophagusESCC5.26e-052.78e-010.0662
22858ICKLZE24THumanEsophagusESCC2.22e-164.97e-010.0596
22858ICKLZE21THumanEsophagusESCC3.36e-073.86e-010.0655
22858ICKP1T-EHumanEsophagusESCC2.28e-074.15e-010.0875
22858ICKP2T-EHumanEsophagusESCC1.43e-153.08e-010.1177
22858ICKP4T-EHumanEsophagusESCC6.71e-317.56e-010.1323
22858ICKP5T-EHumanEsophagusESCC2.98e-037.61e-020.1327
22858ICKP8T-EHumanEsophagusESCC9.58e-142.75e-010.0889
22858ICKP9T-EHumanEsophagusESCC9.95e-204.63e-010.1131
22858ICKP10T-EHumanEsophagusESCC7.51e-163.66e-010.116
22858ICKP11T-EHumanEsophagusESCC2.23e-041.88e-010.1426
22858ICKP12T-EHumanEsophagusESCC8.75e-318.12e-010.1122
22858ICKP15T-EHumanEsophagusESCC1.10e-142.92e-010.1149
22858ICKP16T-EHumanEsophagusESCC8.31e-194.04e-010.1153
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:000183817ThyroidPTCembryonic epithelial tube formation64/5968121/187231.27e-061.83e-0564
GO:00313989ThyroidPTCpositive regulation of protein ubiquitination63/5968119/187231.47e-062.08e-0563
GO:001402016ThyroidPTCprimary neural tube formation52/596894/187232.14e-062.89e-0552
GO:002191514ThyroidPTCneural tube development76/5968152/187232.40e-063.17e-0576
GO:000184310ThyroidPTCneural tube closure49/596888/187233.24e-064.20e-0549
GO:00606069ThyroidPTCtube closure49/596889/187234.99e-066.08e-0549
GO:003514819ThyroidPTCtube formation73/5968148/187237.04e-068.31e-0573
GO:006056219ThyroidPTCepithelial tube morphogenesis141/5968325/187237.52e-068.73e-05141
GO:007217515ThyroidPTCepithelial tube formation66/5968132/187231.08e-051.19e-0466
GO:00163318ThyroidPTCmorphogenesis of embryonic epithelium71/5968147/187232.31e-052.29e-0471
GO:20007367ThyroidPTCregulation of stem cell differentiation32/596858/187232.01e-041.50e-0332
GO:200073716ThyroidPTCnegative regulation of stem cell differentiation16/596823/187232.31e-041.67e-0316
GO:003017810ThyroidPTCnegative regulation of Wnt signaling pathway74/5968170/187238.99e-045.48e-0374
GO:004886318ThyroidPTCstem cell differentiation85/5968206/187232.71e-031.36e-0285
GO:00900907ThyroidPTCnegative regulation of canonical Wnt signaling pathway59/5968137/187233.76e-031.80e-0259
GO:00017389ThyroidPTCmorphogenesis of a polarized epithelium41/596894/187231.10e-024.38e-0241
GO:00608402ThyroidPTCartery development43/5968100/187231.25e-024.88e-0243
GO:001049832ThyroidATCproteasomal protein catabolic process309/6293490/187231.78e-411.13e-37309
GO:0043161210ThyroidATCproteasome-mediated ubiquitin-dependent protein catabolic process265/6293412/187237.09e-381.49e-34265
GO:0009896210ThyroidATCpositive regulation of catabolic process290/6293492/187232.15e-311.94e-28290
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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
ICKSNVMissense_Mutationnovelc.1348G>Cp.Glu450Glnp.E450QQ9UPZ9protein_codingtolerated(0.15)benign(0.015)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
ICKSNVMissense_Mutationnovelc.1126N>Cp.Ser376Prop.S376PQ9UPZ9protein_codingtolerated(0.14)benign(0.009)TCGA-A2-A1G4-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapyadriamycinSD
ICKSNVMissense_Mutationnovelc.1126T>Cp.Ser376Prop.S376PQ9UPZ9protein_codingtolerated(0.14)benign(0.009)TCGA-A8-A06R-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilCR
ICKSNVMissense_Mutationc.613G>Ap.Glu205Lysp.E205KQ9UPZ9protein_codingdeleterious(0)probably_damaging(0.969)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ICKSNVMissense_Mutationrs561765544c.995G>Ap.Arg332Glnp.R332QQ9UPZ9protein_codingtolerated(0.52)benign(0.007)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ICKSNVMissense_Mutationc.932N>Tp.Ala311Valp.A311VQ9UPZ9protein_codingtolerated(0.31)benign(0.001)TCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ICKSNVMissense_Mutationnovelc.1126N>Cp.Ser376Prop.S376PQ9UPZ9protein_codingtolerated(0.14)benign(0.009)TCGA-BH-A1FH-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
ICKSNVMissense_Mutationnovelc.1126T>Cp.Ser376Prop.S376PQ9UPZ9protein_codingtolerated(0.14)benign(0.009)TCGA-C8-A273-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ICKSNVMissense_Mutationnovelc.1126N>Cp.Ser376Prop.S376PQ9UPZ9protein_codingtolerated(0.14)benign(0.009)TCGA-D8-A1JT-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ICKSNVMissense_Mutationnovelc.1126N>Cp.Ser376Prop.S376PQ9UPZ9protein_codingtolerated(0.14)benign(0.009)TCGA-D8-A1XG-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
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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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