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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: KRT6A

Gene summary for KRT6A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KRT6A

Gene ID

3853

Gene namekeratin 6A
Gene AliasCK-6C
Cytomap12q13.13
Gene Typeprotein-coding
GO ID

GO:0001897

UniProtAcc

A0A0S2Z428


Top

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
3853KRT6ACA_HPV_1HumanCervixCC1.14e-36-7.68e-010.0264
3853KRT6AHSIL_HPV_1HumanCervixHSIL_HPV2.47e-22-7.24e-010.0116
3853KRT6AHSIL_HPV_2HumanCervixHSIL_HPV1.03e-29-7.82e-010.0208
3853KRT6AN_HPV_1HumanCervixN_HPV4.25e-16-6.31e-010.0079
3853KRT6AN_HPV_2HumanCervixN_HPV2.93e-113.51e-01-0.0131
3853KRT6ACCI_2HumanCervixCC1.37e-031.25e+000.5249
3853KRT6ACCI_3HumanCervixCC1.62e-021.03e+000.516
3853KRT6ATumorHumanCervixCC1.02e-1131.34e+000.1241
3853KRT6Asample3HumanCervixCC4.06e-941.25e+000.1387
3853KRT6AH2HumanCervixHSIL_HPV1.28e-05-3.60e-010.0632
3853KRT6AL1HumanCervixCC2.24e-034.64e-010.0802
3853KRT6AT3HumanCervixCC6.77e-1031.27e+000.1389
3853KRT6ALZE11DHumanEsophagusHGIN2.57e-036.54e-02-0.005
3853KRT6ALZE2THumanEsophagusESCC2.97e-132.83e+000.082
3853KRT6ALZE3DHumanEsophagusHGIN1.01e-092.01e+000.0668
3853KRT6ALZE4THumanEsophagusESCC7.90e-473.54e+000.0811
3853KRT6ALZE7THumanEsophagusESCC6.26e-203.71e+000.0667
3853KRT6ALZE8THumanEsophagusESCC8.73e-092.14e+000.067
3853KRT6ALZE20THumanEsophagusESCC2.29e-273.04e+000.0662
3853KRT6ALZE21D1HumanEsophagusHGIN8.54e-051.27e+000.0632
Page: 1 2 3 4 5 6 

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
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
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
∗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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:004206010CervixCCwound healing109/2311422/187231.84e-141.57e-11109
GO:005212610CervixCCmovement in host environment52/2311175/187237.03e-108.76e-0852
GO:004440910CervixCCentry into host47/2311151/187238.45e-101.03e-0747
GO:005170110CervixCCbiological process involved in interaction with host57/2311203/187231.18e-091.41e-0757
GO:004440310CervixCCbiological process involved in symbiotic interaction71/2311290/187237.94e-096.98e-0771
GO:00523728CervixCCmodulation by symbiont of entry into host15/231149/187235.81e-045.52e-0315
GO:004390310CervixCCregulation of biological process involved in symbiotic interaction19/231172/187239.11e-047.81e-0319
GO:00313423CervixCCnegative regulation of cell killing10/231128/187231.28e-031.02e-0210
GO:00197308CervixCCantimicrobial humoral response27/2311122/187231.70e-031.29e-0227
GO:00019067CervixCCcell killing37/2311188/187232.61e-031.80e-0237
GO:00618447CervixCCantimicrobial humoral immune response mediated by antimicrobial peptide18/231179/187236.82e-033.74e-0218
GO:00069597CervixCChumoral immune response54/2311317/187238.57e-034.42e-0254
GO:000695912CervixHSIL_HPVhumoral immune response39/737317/187232.88e-107.02e-0839
GO:004440915CervixHSIL_HPVentry into host24/737151/187235.42e-097.61e-0724
GO:005212615CervixHSIL_HPVmovement in host environment25/737175/187232.41e-082.18e-0625
GO:004440315CervixHSIL_HPVbiological process involved in symbiotic interaction33/737290/187234.67e-083.59e-0633
GO:004206015CervixHSIL_HPVwound healing40/737422/187232.80e-071.61e-0540
GO:005170115CervixHSIL_HPVbiological process involved in interaction with host25/737203/187234.50e-072.36e-0525
GO:001973012CervixHSIL_HPVantimicrobial humoral response18/737122/187231.35e-066.21e-0518
GO:000190611CervixHSIL_HPVcell killing23/737188/187231.45e-066.47e-0523
Page: 1 2 3 4 5 6 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
KRT6ASNVMissense_Mutationrs369911781c.1081G>Ap.Glu361Lysp.E361KP02538protein_codingdeleterious(0.01)benign(0.394)TCGA-AN-A0XW-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
KRT6ASNVMissense_Mutationc.1610N>Ap.Gly537Aspp.G537DP02538protein_codingtolerated(0.05)benign(0.071)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
KRT6ASNVMissense_Mutationrs533157590c.44G>Ap.Arg15Hisp.R15HP02538protein_codingtolerated(0.28)benign(0)TCGA-LD-A66U-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
KRT6ASNVMissense_Mutationnovelc.314N>Ap.Gly105Glup.G105EP02538protein_codingdeleterious(0.02)benign(0.154)TCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
KRT6ASNVMissense_Mutationc.1502N>Ap.Ser501Asnp.S501NP02538protein_codingtolerated(0.39)benign(0.035)TCGA-FU-A3TQ-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
KRT6ASNVMissense_Mutationc.1117G>Tp.Asp373Tyrp.D373YP02538protein_codingdeleterious(0)possibly_damaging(0.787)TCGA-FU-A3WB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
KRT6ASNVMissense_Mutationnovelc.1278G>Tp.Lys426Asnp.K426NP02538protein_codingdeleterious(0)probably_damaging(1)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
KRT6ASNVMissense_Mutationc.799N>Gp.Phe267Valp.F267VP02538protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
KRT6ASNVMissense_Mutationnovelc.457N>Ap.Asp153Asnp.D153NP02538protein_codingdeleterious(0)probably_damaging(0.989)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
KRT6ASNVMissense_Mutationrs758984854c.244N>Ap.Gly82Serp.G82SP02538protein_codingtolerated(0.15)benign(0.005)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
Page: 1 2 3 4 5 6 7 8 9 

Top

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
3853KRT6ANATD101
Page: 1