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: KRT6B

Gene summary for KRT6B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KRT6B

Gene ID

3854

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

GO:0006996

UniProtAcc

P04259


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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
3854KRT6BGSM4909281HumanBreastIDC1.31e-05-3.11e-010.21
3854KRT6BGSM4909282HumanBreastIDC4.07e-631.11e+00-0.0288
3854KRT6BGSM4909285HumanBreastIDC2.48e-398.07e-010.21
3854KRT6BGSM4909286HumanBreastIDC4.80e-16-3.97e-010.1081
3854KRT6BGSM4909287HumanBreastIDC1.65e-02-2.64e-010.2057
3854KRT6BGSM4909290HumanBreastIDC7.88e-13-3.97e-010.2096
3854KRT6BGSM4909291HumanBreastIDC2.70e-10-3.97e-010.1753
3854KRT6BGSM4909293HumanBreastIDC5.04e-08-3.32e-010.1581
3854KRT6BGSM4909294HumanBreastIDC4.81e-09-3.32e-010.2022
3854KRT6BGSM4909296HumanBreastIDC2.88e-12-3.79e-010.1524
3854KRT6BGSM4909297HumanBreastIDC2.52e-11-3.70e-010.1517
3854KRT6BGSM4909298HumanBreastIDC4.16e-08-3.67e-010.1551
3854KRT6BGSM4909300HumanBreastIDC2.24e-066.36e-010.0334
3854KRT6BGSM4909301HumanBreastIDC5.48e-15-3.97e-010.1577
3854KRT6BGSM4909302HumanBreastIDC8.97e-14-3.78e-010.1545
3854KRT6BGSM4909304HumanBreastIDC4.80e-16-3.96e-010.1636
3854KRT6BGSM4909307HumanBreastIDC5.06e-03-2.89e-010.1569
3854KRT6BGSM4909308HumanBreastIDC7.41e-16-3.97e-010.158
3854KRT6BGSM4909311HumanBreastIDC2.26e-07-2.24e-010.1534
3854KRT6BGSM4909312HumanBreastIDC2.44e-15-3.97e-010.1552
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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.

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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:0007398SkinAKectoderm development7/191022/187234.88e-032.77e-027
GO:00073981SkinSCCISectoderm development5/91922/187233.69e-033.22e-025
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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
KRT6BSNVMissense_Mutationnovelc.706G>Cp.Asp236Hisp.D236HP04259protein_codingdeleterious(0)possibly_damaging(0.519)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
KRT6BSNVMissense_Mutationrs374275504c.89N>Ap.Arg30Hisp.R30HP04259protein_codingtolerated(0.17)benign(0)TCGA-AN-A0FZ-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
KRT6BSNVMissense_Mutationrs769168555c.286G>Ap.Ala96Thrp.A96TP04259protein_codingtolerated(0.06)benign(0.028)TCGA-AQ-A1H2-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapyherceptinSD
KRT6BSNVMissense_Mutationnovelc.92N>Gp.Ser31Cysp.S31CP04259protein_codingdeleterious(0.01)possibly_damaging(0.536)TCGA-BH-A2L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
KRT6BSNVMissense_Mutationrs749339703c.1328N>Ap.Arg443Glnp.R443QP04259protein_codingtolerated(0.06)possibly_damaging(0.786)TCGA-C8-A8HR-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
KRT6BSNVMissense_Mutationrs756538750c.701N>Ap.Arg234Hisp.R234HP04259protein_codingdeleterious(0.05)benign(0.315)TCGA-D8-A1XM-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
KRT6BSNVMissense_Mutationc.1057G>Cp.Glu353Glnp.E353QP04259protein_codingdeleterious(0)possibly_damaging(0.893)TCGA-C5-A1M6-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
KRT6BSNVMissense_Mutationrs767365375c.1586N>Tp.Ser529Phep.S529FP04259protein_codingtolerated(0.19)benign(0)TCGA-DG-A2KM-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
KRT6BSNVMissense_Mutationnovelc.257N>Cp.Arg86Thrp.R86TP04259protein_codingtolerated(0.12)benign(0.058)TCGA-DS-A1OC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapygemcitabineSD
KRT6BSNVMissense_Mutationc.1318N>Cp.Asp440Hisp.D440HP04259protein_codingdeleterious(0.02)probably_damaging(0.995)TCGA-EA-A44S-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycarboplatinSD
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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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