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: EIF3C

Gene summary for EIF3C

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EIF3C

Gene ID

8663

Gene nameeukaryotic translation initiation factor 3 subunit C
Gene AliasEIF3CL
Cytomap16p11.2
Gene Typeprotein-coding
GO ID

GO:0001732

UniProtAcc

A0A024QYU9


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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
8663EIF3CHTA11_3410_2000001011HumanColorectumAD8.69e-285.84e-010.0155
8663EIF3CHTA11_2487_2000001011HumanColorectumSER1.89e-341.03e+00-0.1808
8663EIF3CHTA11_2951_2000001011HumanColorectumAD4.43e-191.10e+000.0216
8663EIF3CHTA11_1938_2000001011HumanColorectumAD6.23e-471.24e+00-0.0811
8663EIF3CHTA11_78_2000001011HumanColorectumAD3.92e-471.36e+00-0.1088
8663EIF3CHTA11_347_2000001011HumanColorectumAD1.23e-479.02e-01-0.1954
8663EIF3CHTA11_411_2000001011HumanColorectumSER4.58e-201.43e+00-0.2602
8663EIF3CHTA11_2112_2000001011HumanColorectumSER8.84e-151.03e+00-0.2196
8663EIF3CHTA11_3361_2000001011HumanColorectumAD2.49e-361.29e+00-0.1207
8663EIF3CHTA11_83_2000001011HumanColorectumSER6.63e-227.71e-01-0.1526
8663EIF3CHTA11_696_2000001011HumanColorectumAD2.71e-741.40e+00-0.1464
8663EIF3CHTA11_866_2000001011HumanColorectumAD9.06e-571.06e+00-0.1001
8663EIF3CHTA11_1391_2000001011HumanColorectumAD6.55e-651.71e+00-0.059
8663EIF3CHTA11_2992_2000001011HumanColorectumSER1.68e-231.24e+00-0.1706
8663EIF3CHTA11_5212_2000001011HumanColorectumAD4.45e-127.04e-01-0.2061
8663EIF3CHTA11_5216_2000001011HumanColorectumSER7.65e-231.01e+00-0.1462
8663EIF3CHTA11_546_2000001011HumanColorectumAD1.64e-271.05e+00-0.0842
8663EIF3CHTA11_9341_2000001011HumanColorectumSER4.07e-171.19e+00-0.00410000000000005
8663EIF3CHTA11_7862_2000001011HumanColorectumAD1.88e-248.28e-01-0.0179
8663EIF3CHTA11_866_3004761011HumanColorectumAD1.79e-671.32e+000.096
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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
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:00510991ColorectumSERpositive regulation of binding46/2897173/187231.12e-042.34e-0346
GO:00064171ColorectumSERregulation of translation100/2897468/187233.76e-045.74e-03100
GO:00342501ColorectumSERpositive regulation of cellular amide metabolic process41/2897162/187237.67e-049.79e-0341
GO:00457271ColorectumSERpositive regulation of translation34/2897136/187232.56e-032.37e-0234
GO:00021812ColorectumMSScytoplasmic translation108/3467148/187231.78e-471.11e-43108
GO:00718262ColorectumMSSribonucleoprotein complex subunit organization90/3467227/187236.88e-141.78e-1190
GO:00226182ColorectumMSSribonucleoprotein complex assembly88/3467220/187237.12e-141.78e-1188
GO:00226132ColorectumMSSribonucleoprotein complex biogenesis144/3467463/187232.76e-113.67e-09144
GO:00510982ColorectumMSSregulation of binding113/3467363/187233.55e-092.41e-07113
GO:00021832ColorectumMSScytoplasmic translational initiation21/346734/187232.99e-081.67e-0621
GO:00064172ColorectumMSSregulation of translation134/3467468/187234.43e-082.38e-06134
GO:00017322ColorectumMSSformation of cytoplasmic translation initiation complex13/346716/187239.42e-084.63e-0613
GO:00510992ColorectumMSSpositive regulation of binding59/3467173/187237.11e-072.53e-0559
GO:00064132ColorectumMSStranslational initiation43/3467118/187233.19e-069.38e-0543
GO:00342502ColorectumMSSpositive regulation of cellular amide metabolic process51/3467162/187234.70e-058.60e-0451
GO:00457272ColorectumMSSpositive regulation of translation43/3467136/187231.60e-042.29e-0343
GO:00021813ColorectumMSI-Hcytoplasmic translation100/1319148/187231.50e-798.31e-76100
GO:00226183ColorectumMSI-Hribonucleoprotein complex assembly62/1319220/187237.13e-228.32e-1962
GO:00718263ColorectumMSI-Hribonucleoprotein complex subunit organization63/1319227/187238.08e-228.32e-1963
GO:00226133ColorectumMSI-Hribonucleoprotein complex biogenesis95/1319463/187231.04e-218.32e-1995
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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
EIF3CSNVMissense_Mutationc.964N>Tp.Thr322Serp.T322SQ99613protein_codingtolerated(0.17)probably_damaging(0.989)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
EIF3CSNVMissense_Mutationc.801N>Cp.Lys267Asnp.K267NQ99613protein_codingtolerated(0.18)benign(0.399)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
EIF3CSNVMissense_Mutationc.832G>Ap.Ala278Thrp.A278TQ99613protein_codingtolerated(0.45)benign(0.029)TCGA-G4-6588-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
EIF3CSNVMissense_Mutationnovelc.1015G>Ap.Ala339Thrp.A339TQ99613protein_codingdeleterious(0.04)probably_damaging(0.949)TCGA-AP-A0LN-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
EIF3CSNVMissense_Mutationnovelc.784A>Gp.Thr262Alap.T262AQ99613protein_codingtolerated(0.73)benign(0)TCGA-AX-A0J0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
EIF3CSNVMissense_Mutationnovelc.778N>Ap.Ala260Thrp.A260TQ99613protein_codingtolerated(0.57)benign(0.009)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
EIF3CSNVMissense_Mutationrs766394588c.811N>Ap.Glu271Lysp.E271KQ99613protein_codingtolerated(0.88)benign(0.003)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
EIF3CSNVMissense_Mutationnovelc.1039N>Ap.Arg347Serp.R347SQ99613protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
EIF3CSNVMissense_Mutationrs767062124c.993G>Tp.Lys331Asnp.K331NQ99613protein_codingtolerated(0.15)probably_damaging(0.997)TCGA-D1-A16X-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
EIF3CSNVMissense_Mutationrs757977079c.913N>Tp.Arg305Trpp.R305WQ99613protein_codingdeleterious(0)benign(0.381)TCGA-DF-A2KN-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/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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