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: CEACAM7

Gene summary for CEACAM7

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CEACAM7

Gene ID

1087

Gene nameCEA cell adhesion molecule 7
Gene AliasCGM2
Cytomap19q13.2
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q14002


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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
1087CEACAM7CA_HPV_2HumanCervixCC7.65e-031.55e-010.0391
1087CEACAM7TumorHumanCervixCC4.00e-051.95e-010.1241
1087CEACAM7sample3HumanCervixCC5.84e-204.85e-010.1387
1087CEACAM7H2HumanCervixHSIL_HPV8.49e-225.62e-010.0632
1087CEACAM7T3HumanCervixCC3.78e-185.11e-010.1389
1087CEACAM7HTA11_3410_2000001011HumanColorectumAD2.93e-16-4.67e-010.0155
1087CEACAM7HTA11_1938_2000001011HumanColorectumAD1.39e-04-4.54e-01-0.0811
1087CEACAM7HTA11_866_2000001011HumanColorectumAD1.04e-02-4.21e-02-0.1001
1087CEACAM7HTA11_5212_2000001011HumanColorectumAD1.80e-072.13e+00-0.2061
1087CEACAM7HTA11_7862_2000001011HumanColorectumAD3.35e-03-4.67e-01-0.0179
1087CEACAM7HTA11_866_3004761011HumanColorectumAD3.31e-14-4.67e-010.096
1087CEACAM7HTA11_8622_2000001021HumanColorectumSER2.12e-02-4.67e-010.0528
1087CEACAM7HTA11_10711_2000001011HumanColorectumAD2.69e-06-4.57e-010.0338
1087CEACAM7HTA11_7696_3000711011HumanColorectumAD7.53e-14-4.47e-010.0674
1087CEACAM7HTA11_6818_2000001011HumanColorectumAD4.10e-03-4.67e-010.0112
1087CEACAM7HTA11_6818_2000001021HumanColorectumAD3.29e-04-4.54e-010.0588
1087CEACAM7HTA11_99999970781_79442HumanColorectumMSS2.56e-14-4.57e-010.294
1087CEACAM7HTA11_99999965104_69814HumanColorectumMSS8.22e-03-3.93e-010.281
1087CEACAM7HTA11_99999971662_82457HumanColorectumMSS7.63e-19-4.67e-010.3859
1087CEACAM7HTA11_99999973899_84307HumanColorectumMSS6.67e-05-4.67e-010.2585
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
∗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
CEACAM7insertionNonsense_Mutationnovelc.441_442insGGCAGCTGCTTGGGGTGAGGCCTGGCCTCAGAp.Pro148GlyfsTer6p.P148Gfs*6Q14002protein_codingTCGA-AN-A0FY-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CEACAM7insertionNonsense_Mutationnovelc.438_439insCTTCTACCCCAGATATATCTTACGAGTTAGGAGCAAACCTTAGp.Lys147LeufsTer10p.K147Lfs*10Q14002protein_codingTCGA-AO-A03T-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
CEACAM7SNVMissense_Mutationnovelc.218N>Gp.Val73Glyp.V73GQ14002protein_codingdeleterious(0.02)probably_damaging(0.978)TCGA-C5-A1BF-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
CEACAM7SNVMissense_Mutationrs782285346c.136N>Ap.Ala46Thrp.A46TQ14002protein_codingtolerated(0.06)benign(0.416)TCGA-EA-A3QD-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
CEACAM7SNVMissense_Mutationrs199608746c.68N>Tp.Ser23Leup.S23LQ14002protein_codingdeleterious(0.04)probably_damaging(1)TCGA-LP-A4AV-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CEACAM7insertionIn_Frame_Insnovelc.490_491insGCTGCAp.Val164delinsGlyCysMetp.V164delinsGCMQ14002protein_codingTCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
CEACAM7SNVMissense_Mutationc.765G>Tp.Met255Ilep.M255IQ14002protein_codingtolerated(0.13)benign(0)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
CEACAM7SNVMissense_Mutationnovelc.119N>Cp.Val40Alap.V40AQ14002protein_codingtolerated(0.49)benign(0.001)TCGA-AG-3892-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
CEACAM7SNVMissense_Mutationrs201819691c.233N>Ap.Arg78Glnp.R78QQ14002protein_codingtolerated(0.72)benign(0.138)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
CEACAM7SNVMissense_Mutationc.778N>Ap.Ala260Thrp.A260TQ14002protein_codingdeleterious(0.01)probably_damaging(0.993)TCGA-A5-A0R7-01Endometriumuterine corpus endometrioid carcinomaFemale<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
1087CEACAM7DRUGGABLE GENOMEIFN14636419
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