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
79768KATNBL1HTA11_3410_2000001011HumanColorectumAD4.68e-09-4.97e-010.0155
79768KATNBL1HTA11_696_2000001011HumanColorectumAD1.24e-03-2.95e-01-0.1464
79768KATNBL1HTA11_866_3004761011HumanColorectumAD5.85e-04-3.96e-010.096
79768KATNBL1HTA11_7696_3000711011HumanColorectumAD1.22e-04-3.53e-010.0674
79768KATNBL1HTA11_99999970781_79442HumanColorectumMSS1.12e-12-4.18e-010.294
79768KATNBL1HTA11_99999971662_82457HumanColorectumMSS2.23e-15-4.73e-010.3859
79768KATNBL1HTA11_99999973899_84307HumanColorectumMSS4.77e-03-5.35e-010.2585
79768KATNBL1HTA11_99999974143_84620HumanColorectumMSS6.95e-11-4.40e-010.3005
79768KATNBL1F007HumanColorectumFAP1.04e-02-3.88e-010.1176
79768KATNBL1A015-C-203HumanColorectumFAP2.16e-27-4.40e-01-0.1294
79768KATNBL1A015-C-204HumanColorectumFAP3.14e-02-2.65e-01-0.0228
79768KATNBL1A002-C-201HumanColorectumFAP4.64e-09-3.09e-010.0324
79768KATNBL1A002-C-203HumanColorectumFAP2.58e-03-2.23e-010.2786
79768KATNBL1A001-C-119HumanColorectumFAP1.96e-04-3.40e-01-0.1557
79768KATNBL1A001-C-108HumanColorectumFAP2.07e-15-2.92e-01-0.0272
79768KATNBL1A002-C-205HumanColorectumFAP5.97e-17-4.54e-01-0.1236
79768KATNBL1A001-C-104HumanColorectumFAP2.15e-02-2.07e-010.0184
79768KATNBL1A015-C-006HumanColorectumFAP5.60e-12-4.87e-01-0.0994
79768KATNBL1A015-C-106HumanColorectumFAP7.80e-14-3.60e-01-0.0511
79768KATNBL1A002-C-114HumanColorectumFAP1.07e-11-3.74e-01-0.1561
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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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