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: KATNBL1

Gene summary for KATNBL1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KATNBL1

Gene ID

79768

Gene namekatanin regulatory subunit B1 like 1
Gene AliasC15orf29
Cytomap15q14
Gene Typeprotein-coding
GO ID

GO:0006996

UniProtAcc

A0A024R9P5


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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
79768KATNBL1P62T-EHumanEsophagusESCC2.57e-255.81e-010.1302
79768KATNBL1P65T-EHumanEsophagusESCC1.03e-222.83e-010.0978
79768KATNBL1P74T-EHumanEsophagusESCC1.16e-244.46e-010.1479
79768KATNBL1P75T-EHumanEsophagusESCC1.63e-349.15e-010.1125
79768KATNBL1P76T-EHumanEsophagusESCC1.33e-285.55e-010.1207
79768KATNBL1P79T-EHumanEsophagusESCC6.22e-233.71e-010.1154
79768KATNBL1P80T-EHumanEsophagusESCC1.50e-358.34e-010.155
79768KATNBL1P82T-EHumanEsophagusESCC1.49e-201.02e+000.1072
79768KATNBL1P83T-EHumanEsophagusESCC6.98e-266.84e-010.1738
79768KATNBL1P84T-EHumanEsophagusESCC5.26e-141.04e+000.0933
79768KATNBL1P89T-EHumanEsophagusESCC1.96e-117.59e-010.1752
79768KATNBL1P91T-EHumanEsophagusESCC1.47e-101.31e+000.1828
79768KATNBL1P107T-EHumanEsophagusESCC2.38e-491.17e+000.171
79768KATNBL1P126T-EHumanEsophagusESCC7.64e-041.08e+000.1125
79768KATNBL1P127T-EHumanEsophagusESCC2.16e-184.66e-010.0826
79768KATNBL1P128T-EHumanEsophagusESCC3.45e-321.00e+000.1241
79768KATNBL1P130T-EHumanEsophagusESCC1.81e-531.28e+000.1676
79768KATNBL1C04HumanOral cavityOSCC2.44e-118.43e-010.2633
79768KATNBL1C21HumanOral cavityOSCC8.95e-289.93e-010.2678
79768KATNBL1C30HumanOral cavityOSCC3.05e-179.14e-010.3055
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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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:0051495ColorectumADpositive regulation of cytoskeleton organization89/3918226/187231.61e-101.56e-0889
GO:00514952ColorectumMSSpositive regulation of cytoskeleton organization78/3467226/187236.86e-094.32e-0778
GO:00514954ColorectumFAPpositive regulation of cytoskeleton organization60/2622226/187234.45e-072.37e-0560
GO:00514955ColorectumCRCpositive regulation of cytoskeleton organization48/2078226/187236.88e-062.61e-0448
GO:005149520EsophagusESCCpositive regulation of cytoskeleton organization147/8552226/187232.93e-096.38e-08147
GO:005149518Oral cavityOSCCpositive regulation of cytoskeleton organization135/7305226/187231.98e-105.66e-09135
GO:005149532Oral cavityNEOLPpositive regulation of cytoskeleton organization50/2005226/187234.47e-071.35e-0550
GO:005149525SkinAKpositive regulation of cytoskeleton organization42/1910226/187239.07e-051.23e-0342
GO:0051495110SkincSCCpositive regulation of cytoskeleton organization86/4864226/187234.08e-054.34e-0486
GO:005149526ThyroidPTCpositive regulation of cytoskeleton organization121/5968226/187231.04e-114.27e-10121
GO:0051495111ThyroidATCpositive regulation of cytoskeleton organization125/6293226/187231.39e-115.08e-10125
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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
KATNBL1SNVMissense_Mutationrs369374470c.356G>Ap.Arg119Glnp.R119QQ9H079protein_codingtolerated(0.2)possibly_damaging(0.689)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KATNBL1SNVMissense_Mutationrs535651317c.115N>Ap.Glu39Lysp.E39KQ9H079protein_codingdeleterious(0.03)benign(0.17)TCGA-C8-A3M7-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
KATNBL1insertionFrame_Shift_Insnovelc.688_689insTATTTCATGTp.Lys230IlefsTer6p.K230Ifs*6Q9H079protein_codingTCGA-AC-A3QQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
KATNBL1SNVMissense_Mutationrs369840113c.212N>Ap.Arg71Hisp.R71HQ9H079protein_codingtolerated(0.61)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
KATNBL1SNVMissense_Mutationc.776N>Gp.Ile259Serp.I259SQ9H079protein_codingtolerated(0.74)benign(0.043)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
KATNBL1SNVMissense_Mutationc.58N>Ap.His20Asnp.H20NQ9H079protein_codingtolerated(0.48)benign(0.003)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
KATNBL1deletionFrame_Shift_Delc.433delNp.Ser145LeufsTer19p.S145Lfs*19Q9H079protein_codingTCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
KATNBL1deletionFrame_Shift_Delc.433delNp.Ser145LeufsTer19p.S145Lfs*19Q9H079protein_codingTCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
KATNBL1deletionFrame_Shift_Delc.433delNp.Ser145LeufsTer19p.S145Lfs*19Q9H079protein_codingTCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
KATNBL1deletionFrame_Shift_Delc.433delTp.Ser145LeufsTer19p.S145Lfs*19Q9H079protein_codingTCGA-G4-6309-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyxelodaPD
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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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