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: KRT75

Gene summary for KRT75

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KRT75

Gene ID

9119

Gene namekeratin 75
Gene AliasCK-75
Cytomap12q13.13
Gene Typeprotein-coding
GO ID

GO:0002244

UniProtAcc

O95678


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
9119KRT75HTA11_1938_2000001011HumanColorectumAD9.49e-041.51e-01-0.0811
9119KRT75HTA11_696_2000001011HumanColorectumAD4.07e-041.55e-01-0.1464
9119KRT75HTA11_1391_2000001011HumanColorectumAD3.47e-061.69e-01-0.059
9119KRT75HTA11_6818_2000001021HumanColorectumAD7.48e-103.00e-010.0588
9119KRT75HTA11_99999970781_79442HumanColorectumMSS9.04e-051.12e-010.294
9119KRT75HTA11_99999971662_82457HumanColorectumMSS1.82e-031.18e-010.3859
9119KRT75HTA11_99999974143_84620HumanColorectumMSS8.62e-041.21e-010.3005
9119KRT75P10T-EHumanEsophagusESCC5.00e-175.31e-010.116
9119KRT75P11T-EHumanEsophagusESCC3.25e-053.22e-010.1426
9119KRT75P19T-EHumanEsophagusESCC7.48e-034.05e-010.1662
9119KRT75P21T-EHumanEsophagusESCC4.17e-053.77e-010.1617
9119KRT75P22T-EHumanEsophagusESCC4.44e-082.80e-010.1236
9119KRT75P24T-EHumanEsophagusESCC1.66e-022.04e-010.1287
9119KRT75P31T-EHumanEsophagusESCC6.89e-441.69e+000.1251
9119KRT75P37T-EHumanEsophagusESCC6.65e-041.69e-010.1371
9119KRT75P42T-EHumanEsophagusESCC3.05e-022.42e-010.1175
9119KRT75P52T-EHumanEsophagusESCC7.98e-136.18e-010.1555
9119KRT75P61T-EHumanEsophagusESCC2.42e-032.39e-010.099
9119KRT75P76T-EHumanEsophagusESCC8.84e-052.77e-010.1207
9119KRT75P80T-EHumanEsophagusESCC8.76e-161.28e+000.155
Page: 1 2 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:0002244ColorectumMSShematopoietic progenitor cell differentiation32/3467114/187238.07e-034.91e-0232
GO:00022446EsophagusESCChematopoietic progenitor cell differentiation66/8552114/187235.74e-032.13e-0266
GO:00022445Oral cavityOSCChematopoietic progenitor cell differentiation57/7305114/187231.09e-023.71e-0257
GO:000224413SkincSCChematopoietic progenitor cell differentiation42/4864114/187236.74e-033.27e-0242
Page: 1 

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
KRT75SNVMissense_Mutationc.1103N>Gp.Ser368Cysp.S368CO95678protein_codingdeleterious(0)probably_damaging(0.95)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
KRT75SNVMissense_Mutationrs747423318c.1336N>Ap.Val446Metp.V446MO95678protein_codingtolerated(0.27)possibly_damaging(0.538)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KRT75SNVMissense_Mutationrs201563619c.1489N>Ap.Gly497Serp.G497SO95678protein_codingtolerated(0.44)benign(0.001)TCGA-OL-A5RZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
KRT75insertionFrame_Shift_Insnovelc.386_387insCTCCTGCTGTATGCCAATCAGGGTTACAGGGTTGCAAATAp.Leu130SerfsTer43p.L130Sfs*43O95678protein_codingTCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
KRT75insertionNonsense_Mutationnovelc.1156_1157insGTTAACTTGTCTGAGCTTCCATTTCTCCCTCTATAAAAGTGp.Lys386SerfsTer2p.K386Sfs*2O95678protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KRT75insertionFrame_Shift_Insnovelc.309_310insTGCAGTAAGAGTCTGCAAGTATTTCTGTCTCTCCTAGGTCTp.Val104CysfsTer42p.V104Cfs*42O95678protein_codingTCGA-AN-A0FS-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
KRT75SNVMissense_Mutationrs865992888c.442N>Ap.Glu148Lysp.E148KO95678protein_codingdeleterious(0)possibly_damaging(0.883)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
KRT75SNVMissense_Mutationrs200222543c.835N>Ap.Glu279Lysp.E279KO95678protein_codingtolerated(0.07)benign(0.322)TCGA-ZJ-AAXU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
KRT75SNVMissense_Mutationrs780776250c.785N>Tp.Ala262Valp.A262VO95678protein_codingdeleterious(0.04)possibly_damaging(0.457)TCGA-AA-3821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
KRT75SNVMissense_Mutationrs754329186c.1082N>Ap.Arg361Glnp.R361QO95678protein_codingtolerated(0.05)possibly_damaging(0.642)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 8 

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
Page: 1