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: HCK

Gene summary for HCK

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HCK

Gene ID

3055

Gene nameHCK proto-oncogene, Src family tyrosine kinase
Gene AliasJTK9
Cytomap20q11.21
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

P08631


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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
3055HCKLZE4THumanEsophagusESCC1.79e-062.48e-010.0811
3055HCKLZE7THumanEsophagusESCC1.90e-074.59e-010.0667
3055HCKP4T-EHumanEsophagusESCC1.07e-041.77e-010.1323
3055HCKP5T-EHumanEsophagusESCC2.76e-047.16e-020.1327
3055HCKP8T-EHumanEsophagusESCC6.93e-063.37e-010.0889
3055HCKP10T-EHumanEsophagusESCC3.14e-022.80e-020.116
3055HCKP15T-EHumanEsophagusESCC3.61e-031.60e-010.1149
3055HCKP21T-EHumanEsophagusESCC1.11e-245.81e-010.1617
3055HCKP22T-EHumanEsophagusESCC1.21e-061.13e-010.1236
3055HCKP23T-EHumanEsophagusESCC6.22e-042.45e-010.108
3055HCKP26T-EHumanEsophagusESCC3.50e-409.22e-010.1276
3055HCKP27T-EHumanEsophagusESCC6.69e-041.48e-010.1055
3055HCKP28T-EHumanEsophagusESCC6.34e-204.39e-010.1149
3055HCKP30T-EHumanEsophagusESCC7.79e-216.86e-010.137
3055HCKP32T-EHumanEsophagusESCC1.47e-021.18e-010.1666
3055HCKP42T-EHumanEsophagusESCC3.11e-021.12e-010.1175
3055HCKP47T-EHumanEsophagusESCC7.13e-098.26e-020.1067
3055HCKP48T-EHumanEsophagusESCC3.22e-081.65e-010.0959
3055HCKP49T-EHumanEsophagusESCC4.73e-046.17e-010.1768
3055HCKP52T-EHumanEsophagusESCC1.50e-073.44e-010.1555
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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
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
∗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:0043254111EsophagusESCCregulation of protein-containing complex assembly278/8552428/187233.81e-162.77e-14278
GO:0031334111EsophagusESCCpositive regulation of protein-containing complex assembly166/8552237/187232.06e-141.07e-12166
GO:1902905111EsophagusESCCpositive regulation of supramolecular fiber organization142/8552209/187235.51e-111.76e-09142
GO:1902903111EsophagusESCCregulation of supramolecular fiber organization237/8552383/187239.06e-112.75e-09237
GO:005149520EsophagusESCCpositive regulation of cytoskeleton organization147/8552226/187232.93e-096.38e-08147
GO:0051258111EsophagusESCCprotein polymerization183/8552297/187231.94e-083.75e-07183
GO:000701527EsophagusESCCactin filament organization259/8552442/187232.37e-084.50e-07259
GO:0032273111EsophagusESCCpositive regulation of protein polymerization95/8552138/187232.97e-085.57e-0795
GO:003253520EsophagusESCCregulation of cellular component size227/8552383/187234.77e-088.60e-07227
GO:0032970111EsophagusESCCregulation of actin filament-based process231/8552397/187232.91e-074.20e-06231
GO:0032956111EsophagusESCCregulation of actin cytoskeleton organization210/8552358/187234.40e-076.00e-06210
GO:00510908EsophagusESCCregulation of DNA-binding transcription factor activity252/8552440/187235.22e-076.97e-06252
GO:0032271111EsophagusESCCregulation of protein polymerization143/8552233/187239.21e-071.17e-05143
GO:011005327EsophagusESCCregulation of actin filament organization166/8552278/187231.54e-061.85e-05166
GO:00028318EsophagusESCCregulation of response to biotic stimulus191/8552327/187232.12e-062.45e-05191
GO:004677710EsophagusESCCprotein autophosphorylation138/8552227/187232.98e-063.38e-05138
GO:190211514EsophagusESCCregulation of organelle assembly116/8552186/187233.15e-063.53e-05116
GO:003153218EsophagusESCCactin cytoskeleton reorganization72/8552107/187235.03e-065.31e-0572
GO:002260420EsophagusESCCregulation of cell morphogenesis180/8552309/187235.19e-065.45e-05180
GO:003083819EsophagusESCCpositive regulation of actin filament polymerization66/855299/187231.96e-051.72e-0466
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05167211EsophagusESCCKaposi sarcoma-associated herpesvirus infection136/4205194/84654.28e-094.22e-082.16e-08136
hsa0466620EsophagusESCCFc gamma R-mediated phagocytosis63/420597/84651.63e-034.89e-032.50e-0363
hsa0516738EsophagusESCCKaposi sarcoma-associated herpesvirus infection136/4205194/84654.28e-094.22e-082.16e-08136
hsa04666110EsophagusESCCFc gamma R-mediated phagocytosis63/420597/84651.63e-034.89e-032.50e-0363
hsa0466618Oral cavityOSCCFc gamma R-mediated phagocytosis60/370497/84652.35e-047.72e-043.93e-0460
hsa0466619Oral cavityOSCCFc gamma R-mediated phagocytosis60/370497/84652.35e-047.72e-043.93e-0460
hsa05167210Oral cavityLPKaposi sarcoma-associated herpesvirus infection84/2418194/84656.66e-065.16e-053.33e-0584
hsa0516737Oral cavityLPKaposi sarcoma-associated herpesvirus infection84/2418194/84656.66e-065.16e-053.33e-0584
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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
HCKSNVMissense_Mutationnovelc.651N>Ap.Ser217Argp.S217Rprotein_codingtolerated(0.4)benign(0.419)TCGA-A8-A092-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapypaclitaxelCR
HCKSNVMissense_Mutationrs760472522c.1475N>Ap.Arg492Hisp.R492Hprotein_codingtolerated(0.11)probably_damaging(0.998)TCGA-A8-A0A1-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
HCKinsertionFrame_Shift_Insnovelc.1485_1486insGTGATGGp.Asn496ValfsTer20p.N496Vfs*20protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HCKSNVMissense_Mutationrs774033506c.1240C>Tp.Arg414Trpp.R414Wprotein_codingdeleterious(0)probably_damaging(0.996)TCGA-EA-A3Y4-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
HCKSNVMissense_Mutationc.121N>Ap.Glu41Lysp.E41Kprotein_codingtolerated(0.25)benign(0.025)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HCKSNVMissense_Mutationnovelc.463N>Cp.Glu155Glnp.E155Qprotein_codingdeleterious(0.03)possibly_damaging(0.761)TCGA-VS-A958-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HCKSNVMissense_Mutationnovelc.517N>Tp.Ser173Cysp.S173Cprotein_codingdeleterious(0.01)probably_damaging(1)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
HCKSNVMissense_Mutationc.1303N>Gp.Thr435Alap.T435Aprotein_codingdeleterious(0)benign(0.199)TCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
HCKSNVMissense_Mutationc.893N>Tp.Ser298Leup.S298Lprotein_codingdeleterious(0)probably_damaging(0.999)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
HCKSNVMissense_Mutationnovelc.1291N>Gp.Phe431Valp.F431Vprotein_codingdeleterious(0)probably_damaging(0.998)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
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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
3055HCKTYROSINE KINASE, KINASE, ENZYME, DRUGGABLE GENOMELIF8156996
3055HCKTYROSINE KINASE, KINASE, ENZYME, DRUGGABLE GENOMEinhibitorCHEMBL3545085XL-228
3055HCKTYROSINE KINASE, KINASE, ENZYME, DRUGGABLE GENOMEAG-1879CHEMBL406845
3055HCKTYROSINE KINASE, KINASE, ENZYME, DRUGGABLE GENOMEinhibitorCHEMBL1421DASATINIB
3055HCKTYROSINE KINASE, KINASE, ENZYME, DRUGGABLE GENOMEinhibitor249565693
3055HCKTYROSINE KINASE, KINASE, ENZYME, DRUGGABLE GENOMEMASITINIBMASITINIB
3055HCKTYROSINE KINASE, KINASE, ENZYME, DRUGGABLE GENOMEinhibitorCHEMBL288441BOSUTINIB
3055HCKTYROSINE KINASE, KINASE, ENZYME, DRUGGABLE GENOMEinhibitorCHEMBL52885ENMD-981693
3055HCKTYROSINE KINASE, KINASE, ENZYME, DRUGGABLE GENOMESB19065
3055HCKTYROSINE KINASE, KINASE, ENZYME, DRUGGABLE GENOME3-(6-allyloxy-2-naphthyl)-1-(4-piperidylmethyl)pyrazolo[3,4-d]pyrimidin-4-amine
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