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: CA8

Gene summary for CA8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CA8

Gene ID

767

Gene namecarbonic anhydrase 8
Gene AliasCA-RP
Cytomap8q12.1
Gene Typeprotein-coding
GO ID

GO:0006730

UniProtAcc

P35219


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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
767CA8AEH-subject1HumanEndometriumAEH4.76e-357.69e-01-0.3059
767CA8AEH-subject2HumanEndometriumAEH1.08e-084.39e-01-0.2525
767CA8AEH-subject3HumanEndometriumAEH1.08e-216.30e-01-0.2576
767CA8AEH-subject4HumanEndometriumAEH9.59e-206.76e-01-0.2657
767CA8AEH-subject5HumanEndometriumAEH5.24e-094.61e-01-0.2953
767CA8EEC-subject1HumanEndometriumEEC3.56e-135.40e-01-0.2682
767CA8EEC-subject2HumanEndometriumEEC1.92e-033.41e-01-0.2607
767CA8EEC-subject3HumanEndometriumEEC5.71e-186.52e-01-0.2525
767CA8EEC-subject4HumanEndometriumEEC1.33e-094.17e-01-0.2571
767CA8GSM5276935HumanEndometriumEEC2.81e-315.63e-01-0.123
767CA8GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC1.08e-041.38e-01-0.1869
767CA8GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC1.73e-033.64e-02-0.1883
767CA8GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC4.44e-338.70e-01-0.1934
767CA8GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC6.13e-036.31e-02-0.1917
767CA8P5T-EHumanEsophagusESCC9.03e-031.11e-010.1327
767CA8P30T-EHumanEsophagusESCC2.59e-076.08e-010.137
767CA8P36T-EHumanEsophagusESCC9.25e-032.15e-010.1187
767CA8P56T-EHumanEsophagusESCC1.53e-056.25e-010.1613
767CA8P57T-EHumanEsophagusESCC1.42e-021.10e-010.0926
767CA8P76T-EHumanEsophagusESCC2.45e-021.84e-010.1207
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
∗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: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:005131011EsophagusESCCmetaphase plate congression58/855265/187231.81e-138.63e-1258
GO:000708011EsophagusESCCmitotic metaphase plate congression47/855250/187233.15e-131.47e-1147
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:00108765LiverNAFLDlipid localization79/1882448/187234.75e-072.92e-0579
GO:00303013LiverNAFLDcholesterol transport30/1882117/187231.08e-065.40e-0530
GO:00068694LiverNAFLDlipid transport71/1882398/187231.16e-065.59e-0571
GO:00159183LiverNAFLDsterol transport32/1882130/187231.27e-066.01e-0532
GO:0032373LiverNAFLDpositive regulation of sterol transport15/188238/187231.68e-067.43e-0515
GO:0032376LiverNAFLDpositive regulation of cholesterol transport15/188238/187231.68e-067.43e-0515
GO:0033344LiverNAFLDcholesterol efflux20/188269/187239.13e-062.98e-0420
GO:0015850LiverNAFLDorganic hydroxy compound transport50/1882284/187236.01e-051.32e-0350
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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
CA8SNVMissense_Mutationc.287A>Cp.Lys96Thrp.K96TP35219protein_codingdeleterious(0.01)benign(0.103)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
CA8SNVMissense_Mutationc.314N>Ap.Pro105Hisp.P105HP35219protein_codingdeleterious(0.01)possibly_damaging(0.807)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
CA8SNVMissense_Mutationc.775N>Ap.Gly259Argp.G259RP35219protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
CA8SNVMissense_Mutationrs387906598c.710N>Ap.Arg237Glnp.R237QP35219protein_codingdeleterious(0.01)benign(0.027)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CA8SNVMissense_Mutationc.824N>Ap.Arg275Glnp.R275QP35219protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AA-A02E-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
CA8SNVMissense_Mutationrs201131573c.340N>Ap.Glu114Lysp.E114KP35219protein_codingdeleterious(0.02)possibly_damaging(0.829)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
CA8SNVMissense_Mutationc.191N>Tp.Ser64Leup.S64LP35219protein_codingtolerated(0.07)benign(0.003)TCGA-CM-5348-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
CA8SNVMissense_Mutationrs746839542c.490N>Ap.Ala164Thrp.A164TP35219protein_codingtolerated(0.07)benign(0.094)TCGA-G4-6302-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CA8SNVMissense_Mutationrs773452906c.752N>Ap.Arg251Glnp.R251QP35219protein_codingdeleterious(0)probably_damaging(0.978)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
CA8SNVMissense_Mutationrs200882621c.374G>Ap.Arg125Hisp.R125HP35219protein_codingtolerated(0.09)probably_damaging(0.992)TCGA-AG-A00Y-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownPD
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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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