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: KRT80

Gene summary for KRT80

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KRT80

Gene ID

144501

Gene namekeratin 80
Gene AliasKB20
Cytomap12q13.13
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q6KB66


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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
144501KRT80LZE24THumanEsophagusESCC9.85e-139.59e-010.0596
144501KRT80P1T-EHumanEsophagusESCC2.42e-025.77e-010.0875
144501KRT80P4T-EHumanEsophagusESCC1.25e-032.97e-020.1323
144501KRT80P5T-EHumanEsophagusESCC8.82e-031.57e-010.1327
144501KRT80P8T-EHumanEsophagusESCC6.93e-122.14e-010.0889
144501KRT80P17T-EHumanEsophagusESCC3.46e-053.22e-010.1278
144501KRT80P23T-EHumanEsophagusESCC5.53e-121.55e+000.108
144501KRT80P31T-EHumanEsophagusESCC2.42e-043.54e-010.1251
144501KRT80P36T-EHumanEsophagusESCC1.27e-026.65e-010.1187
144501KRT80P37T-EHumanEsophagusESCC5.57e-031.19e-010.1371
144501KRT80P39T-EHumanEsophagusESCC9.64e-161.08e+000.0894
144501KRT80P57T-EHumanEsophagusESCC6.34e-083.86e-010.0926
144501KRT80P61T-EHumanEsophagusESCC4.68e-083.17e-010.099
144501KRT80P75T-EHumanEsophagusESCC3.07e-197.83e-010.1125
144501KRT80P76T-EHumanEsophagusESCC9.49e-114.46e-010.1207
144501KRT80P79T-EHumanEsophagusESCC1.49e-031.30e-010.1154
144501KRT80P82T-EHumanEsophagusESCC9.73e-091.43e+000.1072
144501KRT80P107T-EHumanEsophagusESCC1.48e-207.08e-010.171
144501KRT80P128T-EHumanEsophagusESCC2.30e-095.12e-010.1241
144501KRT80P130T-EHumanEsophagusESCC3.71e-388.51e-010.1676
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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
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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
KRT80SNVMissense_Mutationrs201244168c.1271N>Ap.Arg424Glnp.R424QQ6KB66protein_codingtolerated(0.06)benign(0.375)TCGA-A2-A0EV-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KRT80SNVMissense_Mutationnovelc.1354G>Cp.Glu452Glnp.E452QQ6KB66protein_codingtolerated_low_confidence(0.35)benign(0.005)TCGA-E2-A1LI-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
KRT80insertionFrame_Shift_Insnovelc.210_211insTTCCTAGACTCCAp.Lys71PhefsTer26p.K71Ffs*26Q6KB66protein_codingTCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
KRT80deletionFrame_Shift_Delnovelc.923delNp.Lys308SerfsTer14p.K308Sfs*14Q6KB66protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
KRT80SNVMissense_Mutationrs747478529c.283N>Ap.Ala95Thrp.A95TQ6KB66protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
KRT80SNVMissense_Mutationnovelc.628G>Cp.Glu210Glnp.E210QQ6KB66protein_codingtolerated(0.88)benign(0)TCGA-C5-A2LY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
KRT80SNVMissense_Mutationrs774237997c.856N>Ap.Ala286Thrp.A286TQ6KB66protein_codingdeleterious(0.03)benign(0.162)TCGA-ZJ-A8QO-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
KRT80SNVMissense_Mutationc.950A>Gp.Lys317Argp.K317RQ6KB66protein_codingdeleterious(0.04)probably_damaging(0.953)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
KRT80SNVMissense_Mutationc.899N>Tp.Ala300Valp.A300VQ6KB66protein_codingdeleterious(0)possibly_damaging(0.491)TCGA-F4-6703-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
KRT80SNVMissense_Mutationrs767920544c.532N>Tp.Arg178Cysp.R178CQ6KB66protein_codingtolerated(0.1)possibly_damaging(0.511)TCGA-AG-A01N-01Colorectumrectum adenocarcinomaFemale>=65III/IVChemotherapycapecitabineSD
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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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