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: KATNB1

Gene summary for KATNB1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KATNB1

Gene ID

10300

Gene namekatanin regulatory subunit B1
Gene AliasKAT
Cytomap16q21
Gene Typeprotein-coding
GO ID

GO:0000070

UniProtAcc

Q9BVA0


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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
10300KATNB1LZE7THumanEsophagusESCC1.59e-042.62e-010.0667
10300KATNB1LZE8THumanEsophagusESCC1.92e-051.89e-010.067
10300KATNB1LZE24THumanEsophagusESCC1.99e-083.20e-010.0596
10300KATNB1P1T-EHumanEsophagusESCC2.31e-042.73e-010.0875
10300KATNB1P2T-EHumanEsophagusESCC1.23e-142.54e-010.1177
10300KATNB1P4T-EHumanEsophagusESCC1.77e-113.35e-010.1323
10300KATNB1P8T-EHumanEsophagusESCC2.61e-121.74e-010.0889
10300KATNB1P10T-EHumanEsophagusESCC3.98e-131.17e-010.116
10300KATNB1P11T-EHumanEsophagusESCC1.12e-072.86e-010.1426
10300KATNB1P12T-EHumanEsophagusESCC5.23e-057.47e-020.1122
10300KATNB1P15T-EHumanEsophagusESCC2.83e-068.88e-020.1149
10300KATNB1P16T-EHumanEsophagusESCC3.50e-061.42e-010.1153
10300KATNB1P20T-EHumanEsophagusESCC2.58e-143.25e-010.1124
10300KATNB1P21T-EHumanEsophagusESCC4.59e-163.34e-010.1617
10300KATNB1P22T-EHumanEsophagusESCC1.36e-111.99e-010.1236
10300KATNB1P23T-EHumanEsophagusESCC4.34e-041.99e-010.108
10300KATNB1P24T-EHumanEsophagusESCC3.85e-111.95e-010.1287
10300KATNB1P26T-EHumanEsophagusESCC1.17e-122.73e-010.1276
10300KATNB1P27T-EHumanEsophagusESCC2.27e-102.00e-010.1055
10300KATNB1P28T-EHumanEsophagusESCC1.80e-031.25e-010.1149
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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
GO:014001414EsophagusESCCmitotic nuclear division218/8552287/187236.17e-261.78e-23218
GO:0022411111EsophagusESCCcellular component disassembly305/8552443/187231.94e-234.57e-21305
GO:0006605111EsophagusESCCprotein targeting229/8552314/187234.93e-231.01e-20229
GO:005165617EsophagusESCCestablishment of organelle localization273/8552390/187239.13e-231.81e-20273
GO:000007011EsophagusESCCmitotic sister chromatid segregation138/8552168/187231.37e-222.63e-20138
GO:00008194EsophagusESCCsister chromatid segregation157/8552202/187238.41e-211.33e-18157
GO:000705911EsophagusESCCchromosome segregation238/8552346/187231.72e-181.82e-16238
GO:00482853EsophagusESCCorganelle fission301/8552488/187234.64e-132.12e-11301
GO:00988133EsophagusESCCnuclear chromosome segregation187/8552281/187231.00e-124.36e-11187
GO:005130311EsophagusESCCestablishment of chromosome localization67/855280/187231.92e-128.09e-1167
GO:005000011EsophagusESCCchromosome localization68/855282/187233.37e-121.32e-1068
GO:00002802EsophagusESCCnuclear division270/8552439/187231.17e-114.24e-10270
GO:003298416EsophagusESCCprotein-containing complex disassembly151/8552224/187233.45e-111.15e-09151
GO:1902905111EsophagusESCCpositive regulation of supramolecular fiber organization142/8552209/187235.51e-111.76e-09142
GO:1902903111EsophagusESCCregulation of supramolecular fiber organization237/8552383/187239.06e-112.75e-09237
GO:0010639110EsophagusESCCnegative regulation of organelle organization215/8552348/187238.20e-102.01e-08215
GO:005149520EsophagusESCCpositive regulation of cytoskeleton organization147/8552226/187232.93e-096.38e-08147
GO:00705078EsophagusESCCregulation of microtubule cytoskeleton organization99/8552148/187231.43e-072.29e-0699
GO:003134616EsophagusESCCpositive regulation of cell projection organization201/8552353/187231.19e-051.11e-04201
GO:00311128EsophagusESCCpositive regulation of microtubule polymerization or depolymerization29/855237/187234.97e-053.86e-0429
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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
KATNB1SNVMissense_Mutationrs371850267c.100N>Tp.Arg34Trpp.R34WQ9BVA0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
KATNB1SNVMissense_Mutationc.829N>Ap.Asp277Asnp.D277NQ9BVA0protein_codingdeleterious(0.01)probably_damaging(0.995)TCGA-E2-A1B4-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyarimidexSD
KATNB1SNVMissense_Mutationc.1390G>Cp.Gly464Argp.G464RQ9BVA0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-E9-A1N9-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
KATNB1insertionFrame_Shift_Insnovelc.92_93insGATGTGCAGAAACAGGAAGAAAATCGTGAAGTCTAAAGGTAGGAAGGACAGGp.Ser32MetfsTer28p.S32Mfs*28Q9BVA0protein_codingTCGA-B6-A0IK-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
KATNB1deletionFrame_Shift_Delnovelc.1636delCp.Gln546ArgfsTer37p.Q546Rfs*37Q9BVA0protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
KATNB1deletionFrame_Shift_Delnovelc.1788delGp.Met596IlefsTer41p.M596Ifs*41Q9BVA0protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
KATNB1SNVMissense_Mutationrs782162027c.1003C>Tp.Arg335Cysp.R335CQ9BVA0protein_codingdeleterious(0)probably_damaging(0.972)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
KATNB1SNVMissense_Mutationrs782431692c.251C>Tp.Ser84Leup.S84LQ9BVA0protein_codingdeleterious(0)probably_damaging(0.997)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
KATNB1SNVMissense_Mutationrs11555150c.1730N>Tp.Thr577Metp.T577MQ9BVA0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-VS-A9UC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
KATNB1SNVMissense_Mutationrs11555150c.1730N>Tp.Thr577Metp.T577MQ9BVA0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
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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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