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: EFCAB2

Gene summary for EFCAB2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EFCAB2

Gene ID

84288

Gene nameEF-hand calcium binding domain 2
Gene AliasCFAP200
Cytomap1q44
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q5VUJ9


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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
84288EFCAB2NAFLD1HumanLiverNAFLD6.84e-087.26e-01-0.04
84288EFCAB2S43HumanLiverCirrhotic4.01e-07-1.23e-01-0.0187
84288EFCAB2HCC1_MengHumanLiverHCC5.35e-38-3.38e-020.0246
84288EFCAB2HCC2_MengHumanLiverHCC1.09e-12-3.23e-020.0107
84288EFCAB2S014HumanLiverHCC1.65e-115.34e-010.2254
84288EFCAB2S015HumanLiverHCC7.40e-126.19e-010.2375
84288EFCAB2S016HumanLiverHCC2.65e-104.67e-010.2243
84288EFCAB2S028HumanLiverHCC2.33e-064.19e-010.2503
84288EFCAB2S029HumanLiverHCC1.19e-054.39e-010.2581
84288EFCAB2C04HumanOral cavityOSCC3.41e-146.58e-010.2633
84288EFCAB2C21HumanOral cavityOSCC7.89e-236.76e-010.2678
84288EFCAB2C30HumanOral cavityOSCC1.67e-032.44e-010.3055
84288EFCAB2C43HumanOral cavityOSCC1.14e-021.38e-010.1704
84288EFCAB2C46HumanOral cavityOSCC2.76e-026.98e-020.1673
84288EFCAB2LN46HumanOral cavityOSCC6.74e-063.08e-010.1666
84288EFCAB2EOLP-1HumanOral cavityEOLP5.08e-032.37e-01-0.0202
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
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
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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
EFCAB2SNVMissense_Mutationc.129C>Gp.Ile43Metp.I43MQ5VUJ9protein_codingtolerated(0.06)probably_damaging(0.916)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
EFCAB2SNVMissense_Mutationrs557402578c.220G>Ap.Glu74Lysp.E74KQ5VUJ9protein_codingdeleterious(0.04)possibly_damaging(0.729)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
EFCAB2SNVMissense_Mutationrs557402578c.220N>Ap.Glu74Lysp.E74KQ5VUJ9protein_codingdeleterious(0.04)possibly_damaging(0.729)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
EFCAB2SNVMissense_Mutationrs557402578c.220G>Ap.Glu74Lysp.E74KQ5VUJ9protein_codingdeleterious(0.04)possibly_damaging(0.729)TCGA-AP-A1E0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelSD
EFCAB2SNVMissense_Mutationnovelc.486N>Gp.Asn162Lysp.N162KQ5VUJ9protein_codingdeleterious_low_confidence(0.02)benign(0.079)TCGA-AX-A0J0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
EFCAB2SNVMissense_Mutationc.265N>Cp.Tyr89Hisp.Y89HQ5VUJ9protein_codingdeleterious(0)probably_damaging(0.961)TCGA-BG-A2AE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
EFCAB2SNVMissense_Mutationnovelc.407N>Cp.Met136Thrp.M136TQ5VUJ9protein_codingdeleterious(0)probably_damaging(0.932)TCGA-D1-A175-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapypaclitaxelSD
EFCAB2deletionFrame_Shift_Delnovelc.49delNp.Ile19SerfsTer18p.I19Sfs*18Q5VUJ9protein_codingTCGA-E6-A1LX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
EFCAB2SNVMissense_Mutationnovelc.472N>Cp.Val158Leup.V158LQ5VUJ9protein_codingtolerated(0.35)benign(0.01)TCGA-CN-5367-01Oral cavityhead & neck squamous cell carcinomaFemale<65I/IIChemotherapycisplatinSD
EFCAB2SNVMissense_Mutationnovelc.307N>Tp.Val103Phep.V103FQ5VUJ9protein_codingdeleterious(0)possibly_damaging(0.856)TCGA-BR-8678-01Stomachstomach adenocarcinomaMale>=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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