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: KRTDAP

Gene summary for KRTDAP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KRTDAP

Gene ID

388533

Gene namekeratinocyte differentiation associated protein
Gene AliasKDAP
Cytomap19q13.12
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

P60985


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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
388533KRTDAPC04HumanOral cavityOSCC5.15e-103.28e-010.2633
388533KRTDAPC21HumanOral cavityOSCC1.61e-079.48e-010.2678
388533KRTDAPC30HumanOral cavityOSCC1.21e-028.92e-020.3055
388533KRTDAPC51HumanOral cavityOSCC3.71e-031.96e-010.2674
388533KRTDAPC08HumanOral cavityOSCC1.39e-104.21e-010.1919
388533KRTDAPSYSMH2HumanOral cavityOSCC3.39e-501.25e+000.2326
388533KRTDAPSYSMH3HumanOral cavityOSCC4.70e-1623.02e+000.2442
388533KRTDAPSYSMH4HumanOral cavityOSCC5.96e-417.26e-010.1226
388533KRTDAPSYSMH5HumanOral cavityOSCC4.74e-1281.93e+000.0647
388533KRTDAPP1_S1_AKHumanSkinAK1.94e-043.46e-01-0.3399
388533KRTDAPP2_S3_AKHumanSkinAK1.73e-175.93e-01-0.3287
388533KRTDAPP3_S6_AKHumanSkinAK5.12e-321.05e+00-0.3256
388533KRTDAPP4_S8_cSCCHumanSkincSCC5.02e-132.63e-01-0.3095
388533KRTDAPP5_S10_cSCCHumanSkincSCC1.40e-14-3.60e-01-0.299
388533KRTDAPcSCC_p10HumanSkincSCC7.73e-104.50e-01-0.2095
388533KRTDAPcSCC_p11HumanSkincSCC4.63e-175.23e-01-0.2102
388533KRTDAPcSCC_p3HumanSkincSCC1.56e-128.08e-01-0.2085
388533KRTDAPcSCC_p4HumanSkincSCC4.88e-134.74e-01-0.2022
388533KRTDAPcSCC_p7HumanSkincSCC2.91e-228.02e-01-0.2332
388533KRTDAPcSCC_p9HumanSkincSCC2.53e-02-1.88e-01-0.1991
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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.

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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:00085449Oral cavityOSCCepidermis development171/7305324/187232.89e-074.43e-06171
GO:000854417SkinAKepidermis development79/1910324/187231.04e-133.25e-1179
GO:000854425SkincSCCepidermis development131/4864324/187237.38e-092.39e-07131
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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
KRTDAPinsertionIn_Frame_Insnovelc.268_269insATTTGTCAGAGGTCAGGGCCACCTCCATTCAGAGGCCATTCACGGp.Lys89_Gly90insAspLeuSerGluValArgAlaThrSerIleGlnArgProPheThrp.K89_G90insDLSEVRATSIQRPFTP60985protein_codingTCGA-A8-A0A4-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenCR
KRTDAPSNVMissense_Mutationrs141811528c.202G>Ap.Ala68Thrp.A68TP60985protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
KRTDAPSNVMissense_Mutationrs559587916c.280G>Ap.Ala94Thrp.A94TP60985protein_codingtolerated_low_confidence(0.06)benign(0.053)TCGA-CM-6171-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
KRTDAPSNVMissense_Mutationrs756774178c.164N>Ap.Arg55Glnp.R55QP60985protein_codingtolerated(0.14)benign(0.033)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
KRTDAPSNVMissense_Mutationnovelc.290N>Gp.Asp97Glyp.D97GP60985protein_codingdeleterious_low_confidence(0)possibly_damaging(0.488)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
KRTDAPSNVMissense_Mutationrs141811528c.202N>Ap.Ala68Thrp.A68TP60985protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
KRTDAPSNVMissense_Mutationnovelc.119G>Ap.Arg40Glnp.R40QP60985protein_codingtolerated_low_confidence(0.13)benign(0.015)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
KRTDAPSNVMissense_Mutationc.105G>Tp.Glu35Aspp.E35DP60985protein_codingtolerated_low_confidence(0.39)benign(0)TCGA-BS-A0UV-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
KRTDAPSNVMissense_Mutationc.35N>Cp.Leu12Prop.L12PP60985protein_codingdeleterious_low_confidence(0)probably_damaging(0.976)TCGA-34-5231-01Lunglung squamous cell carcinomaMale>=65I/IIUnknownUnknownSD
KRTDAPSNVMissense_Mutationrs764010719c.25G>Ap.Val9Metp.V9MP60985protein_codingdeleterious_low_confidence(0)benign(0.344)TCGA-EJ-5519-01Prostateprostate adenocarcinomaMale<658UnknownUnknownSD
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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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