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:0002181ColorectumADcytoplasmic translation109/3918148/187233.40e-432.13e-39109
GO:0022618ColorectumADribonucleoprotein complex assembly92/3918220/187231.49e-122.60e-1092
GO:0071826ColorectumADribonucleoprotein complex subunit organization94/3918227/187231.70e-122.87e-1094
GO:0051098ColorectumADregulation of binding126/3918363/187236.01e-104.88e-08126
GO:0022613ColorectumADribonucleoprotein complex biogenesis151/3918463/187231.96e-091.39e-07151
GO:0051099ColorectumADpositive regulation of binding66/3918173/187231.47e-076.64e-0666
GO:0002183ColorectumADcytoplasmic translational initiation21/391834/187232.73e-071.09e-0521
GO:0001732ColorectumADformation of cytoplasmic translation initiation complex13/391816/187234.27e-071.64e-0513
GO:0006417ColorectumADregulation of translation141/3918468/187231.32e-064.22e-05141
GO:0006413ColorectumADtranslational initiation45/3918118/187231.35e-052.92e-0445
GO:0034250ColorectumADpositive regulation of cellular amide metabolic process53/3918162/187232.98e-043.60e-0353
GO:0045727ColorectumADpositive regulation of translation45/3918136/187236.24e-046.48e-0345
GO:00021811ColorectumSERcytoplasmic translation102/2897148/187231.38e-488.49e-45102
GO:00226181ColorectumSERribonucleoprotein complex assembly69/2897220/187232.25e-092.15e-0769
GO:00718261ColorectumSERribonucleoprotein complex subunit organization70/2897227/187233.83e-093.51e-0770
GO:00510981ColorectumSERregulation of binding97/2897363/187231.98e-081.43e-0697
GO:00021831ColorectumSERcytoplasmic translational initiation18/289734/187234.42e-072.24e-0518
GO:00226131ColorectumSERribonucleoprotein complex biogenesis112/2897463/187235.01e-072.48e-05112
GO:00017321ColorectumSERformation of cytoplasmic translation initiation complex10/289716/187232.52e-056.96e-0410
GO:00064131ColorectumSERtranslational initiation36/2897118/187232.84e-057.63e-0436
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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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