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: EVA1C

Gene summary for EVA1C

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EVA1C

Gene ID

59271

Gene nameeva-1 homolog C
Gene AliasB18
Cytomap21q22.11
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

P58658


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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
59271EVA1CHTA11_3410_2000001011HumanColorectumAD7.42e-08-4.16e-010.0155
59271EVA1CHTA11_99999973899_84307HumanColorectumMSS2.29e-02-4.49e-010.2585
59271EVA1CF007HumanColorectumFAP1.43e-09-4.90e-010.1176
59271EVA1CA002-C-010HumanColorectumFAP1.03e-17-4.31e-010.242
59271EVA1CA001-C-207HumanColorectumFAP1.29e-10-4.46e-010.1278
59271EVA1CA015-C-203HumanColorectumFAP6.48e-26-4.86e-01-0.1294
59271EVA1CA015-C-204HumanColorectumFAP1.14e-07-3.20e-01-0.0228
59271EVA1CA014-C-040HumanColorectumFAP9.02e-05-4.75e-01-0.1184
59271EVA1CA002-C-201HumanColorectumFAP9.70e-19-4.41e-010.0324
59271EVA1CA002-C-203HumanColorectumFAP1.51e-08-3.67e-010.2786
59271EVA1CA001-C-119HumanColorectumFAP1.15e-09-4.14e-01-0.1557
59271EVA1CA001-C-108HumanColorectumFAP2.41e-16-4.09e-01-0.0272
59271EVA1CA002-C-205HumanColorectumFAP7.96e-21-4.37e-01-0.1236
59271EVA1CA001-C-104HumanColorectumFAP9.37e-07-3.18e-010.0184
59271EVA1CA015-C-005HumanColorectumFAP4.20e-02-2.25e-01-0.0336
59271EVA1CA015-C-006HumanColorectumFAP1.20e-14-4.69e-01-0.0994
59271EVA1CA015-C-106HumanColorectumFAP3.20e-12-3.28e-01-0.0511
59271EVA1CA002-C-114HumanColorectumFAP4.73e-22-5.56e-01-0.1561
59271EVA1CA015-C-104HumanColorectumFAP3.69e-22-4.24e-01-0.1899
59271EVA1CA001-C-014HumanColorectumFAP5.24e-15-3.95e-010.0135
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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
EVA1CSNVMissense_Mutationnovelc.545N>Tp.Lys182Metp.K182MP58658protein_codingtolerated(0.06)probably_damaging(0.941)TCGA-A2-A0CQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
EVA1CSNVMissense_Mutationc.843N>Cp.Gln281Hisp.Q281HP58658protein_codingdeleterious(0.01)benign(0.332)TCGA-A2-A0EV-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
EVA1CSNVMissense_Mutationc.1220N>Tp.Ala407Valp.A407VP58658protein_codingtolerated(0.08)probably_damaging(0.997)TCGA-D8-A1JK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
EVA1CSNVMissense_Mutationc.958G>Ap.Glu320Lysp.E320KP58658protein_codingdeleterious(0)probably_damaging(0.998)TCGA-LL-A6FP-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
EVA1CinsertionFrame_Shift_Insnovelc.1264_1265insTGCTAATTACAGTATTAAAAAGTAATTCGTTAGACATp.Glu422ValfsTer?p.E422Vfs*?P58658protein_codingTCGA-AO-A0J5-01Breastbreast invasive carcinomaFemale<65III/IVOther, specify in notesBisphosphonatezoledronicPD
EVA1CSNVMissense_Mutationc.1106A>Gp.Glu369Glyp.E369GP58658protein_codingtolerated(0.11)possibly_damaging(0.559)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
EVA1CSNVMissense_Mutationnovelc.575N>Ap.Gly192Aspp.G192DP58658protein_codingdeleterious(0)probably_damaging(1)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
EVA1CSNVMissense_Mutationrs779127738c.1172N>Tp.Ser391Leup.S391LP58658protein_codingtolerated(0.06)benign(0.038)TCGA-CM-6162-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinSD
EVA1CSNVMissense_Mutationc.452N>Gp.Tyr151Cysp.Y151CP58658protein_codingdeleterious(0)probably_damaging(0.985)TCGA-DM-A285-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
EVA1CSNVMissense_Mutationnovelc.581N>Tp.Arg194Metp.R194MP58658protein_codingtolerated(0.13)possibly_damaging(0.663)TCGA-AG-A002-01Colorectumrectum 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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