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: CA5B

Gene summary for CA5B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CA5B

Gene ID

11238

Gene namecarbonic anhydrase 5B
Gene AliasCA-VB
CytomapXp22.2
Gene Typeprotein-coding
GO ID

GO:0006730

UniProtAcc

A0A024RBW9


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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
11238CA5BLZE7THumanEsophagusESCC3.92e-041.96e-010.0667
11238CA5BLZE24THumanEsophagusESCC5.70e-092.35e-010.0596
11238CA5BLZE21THumanEsophagusESCC9.94e-031.64e-010.0655
11238CA5BLZE6THumanEsophagusESCC4.56e-022.02e-010.0845
11238CA5BP2T-EHumanEsophagusESCC9.88e-193.39e-010.1177
11238CA5BP4T-EHumanEsophagusESCC1.36e-163.16e-010.1323
11238CA5BP5T-EHumanEsophagusESCC2.67e-021.15e-010.1327
11238CA5BP8T-EHumanEsophagusESCC4.49e-132.63e-010.0889
11238CA5BP9T-EHumanEsophagusESCC7.79e-057.62e-020.1131
11238CA5BP11T-EHumanEsophagusESCC1.69e-041.75e-010.1426
11238CA5BP12T-EHumanEsophagusESCC1.76e-102.11e-010.1122
11238CA5BP15T-EHumanEsophagusESCC5.83e-048.12e-020.1149
11238CA5BP16T-EHumanEsophagusESCC1.24e-071.51e-010.1153
11238CA5BP19T-EHumanEsophagusESCC4.15e-052.65e-010.1662
11238CA5BP20T-EHumanEsophagusESCC5.16e-112.32e-010.1124
11238CA5BP22T-EHumanEsophagusESCC1.96e-026.28e-020.1236
11238CA5BP23T-EHumanEsophagusESCC4.73e-132.99e-010.108
11238CA5BP26T-EHumanEsophagusESCC5.89e-132.45e-010.1276
11238CA5BP27T-EHumanEsophagusESCC2.08e-031.48e-010.1055
11238CA5BP28T-EHumanEsophagusESCC5.94e-061.02e-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
∗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
CA5BSNVMissense_Mutationc.401G>Ap.Gly134Glup.G134EQ9Y2D0protein_codingdeleterious(0)probably_damaging(1)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
CA5BSNVMissense_Mutationnovelc.676G>Tp.Asp226Tyrp.D226YQ9Y2D0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-B6-A0RG-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CA5BSNVMissense_Mutationnovelc.134A>Cp.Asn45Thrp.N45TQ9Y2D0protein_codingtolerated(0.05)benign(0.353)TCGA-BH-A0H3-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CA5BinsertionNonsense_Mutationnovelc.847_848insATCCTTGGTAAATGGATAATATGTGGGGACAGGGCCTTTGCCCCAAGTp.Pro283delinsHisProTrpTerMetAspAsnMetTrpGlyGlnGlyLeuCysProLysSerp.P283delinsHPW*MDNMWGQGLCPKSQ9Y2D0protein_codingTCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
CA5BSNVMissense_Mutationnovelc.277N>Ap.Leu93Ilep.L93IQ9Y2D0protein_codingtolerated(0.07)possibly_damaging(0.481)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CA5BSNVMissense_Mutationnovelc.298T>Cp.Tyr100Hisp.Y100HQ9Y2D0protein_codingtolerated(1)probably_damaging(0.995)TCGA-AD-A5EJ-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CA5BSNVMissense_Mutationc.622N>Ap.Ala208Thrp.A208TQ9Y2D0protein_codingtolerated(0.7)benign(0.003)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CA5BSNVMissense_Mutationrs769895567c.787N>Tp.Arg263Trpp.R263WQ9Y2D0protein_codingdeleterious(0)probably_damaging(1)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
CA5BinsertionFrame_Shift_Insnovelc.848_849insATp.Leu284SerfsTer5p.L284Sfs*5Q9Y2D0protein_codingTCGA-AG-3726-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
CA5BSNVMissense_Mutationc.43N>Gp.Pro15Alap.P15AQ9Y2D0protein_codingtolerated_low_confidence(0.53)benign(0.001)TCGA-A5-A0GA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVChemotherapytaxolPD
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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
11238CA5BDRUGGABLE GENOMEinhibitorCHEMBL18ETHOXZOLAMIDE
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