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: EIF3CL

Gene summary for EIF3CL

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EIF3CL

Gene ID

728689

Gene nameeukaryotic translation initiation factor 3 subunit C like
Gene AliasEIF3CL
Cytomap16p12.1
Gene Typeprotein-coding
GO ID

GO:0001732

UniProtAcc

B5ME19


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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
728689EIF3CLHTA11_3410_2000001011HumanColorectumAD2.36e-092.69e-010.0155
728689EIF3CLHTA11_2487_2000001011HumanColorectumSER8.70e-287.03e-01-0.1808
728689EIF3CLHTA11_2951_2000001011HumanColorectumAD1.27e-074.95e-010.0216
728689EIF3CLHTA11_1938_2000001011HumanColorectumAD3.16e-206.05e-01-0.0811
728689EIF3CLHTA11_78_2000001011HumanColorectumAD2.46e-329.89e-01-0.1088
728689EIF3CLHTA11_347_2000001011HumanColorectumAD4.20e-275.82e-01-0.1954
728689EIF3CLHTA11_411_2000001011HumanColorectumSER5.15e-117.81e-01-0.2602
728689EIF3CLHTA11_2112_2000001011HumanColorectumSER3.87e-045.40e-01-0.2196
728689EIF3CLHTA11_3361_2000001011HumanColorectumAD3.29e-206.52e-01-0.1207
728689EIF3CLHTA11_83_2000001011HumanColorectumSER4.92e-155.23e-01-0.1526
728689EIF3CLHTA11_696_2000001011HumanColorectumAD4.43e-427.90e-01-0.1464
728689EIF3CLHTA11_866_2000001011HumanColorectumAD4.34e-316.38e-01-0.1001
728689EIF3CLHTA11_1391_2000001011HumanColorectumAD1.30e-328.65e-01-0.059
728689EIF3CLHTA11_2992_2000001011HumanColorectumSER1.10e-034.45e-01-0.1706
728689EIF3CLHTA11_5212_2000001011HumanColorectumAD1.29e-054.21e-01-0.2061
728689EIF3CLHTA11_5216_2000001011HumanColorectumSER5.09e-053.70e-01-0.1462
728689EIF3CLHTA11_546_2000001011HumanColorectumAD6.48e-166.63e-01-0.0842
728689EIF3CLHTA11_7862_2000001011HumanColorectumAD9.68e-083.85e-01-0.0179
728689EIF3CLHTA11_866_3004761011HumanColorectumAD6.18e-173.76e-010.096
728689EIF3CLHTA11_4255_2000001011HumanColorectumSER1.16e-116.76e-010.0446
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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
∗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:0022613ColorectumADribonucleoprotein complex biogenesis151/3918463/187231.96e-091.39e-07151
GO:0002183ColorectumADcytoplasmic translational initiation21/391834/187232.73e-071.09e-0521
GO:0001732ColorectumADformation of cytoplasmic translation initiation complex13/391816/187234.27e-071.64e-0513
GO:0006413ColorectumADtranslational initiation45/3918118/187231.35e-052.92e-0445
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: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
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:00021832ColorectumMSScytoplasmic translational initiation21/346734/187232.99e-081.67e-0621
GO:00017322ColorectumMSSformation of cytoplasmic translation initiation complex13/346716/187239.42e-084.63e-0613
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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
EIF3CLSNVMissense_Mutationnovelc.972N>Cp.Glu324Aspp.E324DB5ME19protein_codingtolerated(0.1)possibly_damaging(0.717)TCGA-A2-A4S1-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
EIF3CLSNVMissense_Mutationnovelc.885G>Cp.Glu295Aspp.E295DB5ME19protein_codingtolerated(0.62)benign(0)TCGA-BH-A1FU-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
EIF3CLSNVMissense_Mutationnovelc.1042N>Tp.Arg348Cysp.R348CB5ME19protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
EIF3CLSNVMissense_Mutationnovelc.1034N>Tp.Gly345Valp.G345VB5ME19protein_codingtolerated(0.07)probably_damaging(0.954)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
EIF3CLSNVMissense_Mutationnovelc.1018G>Ap.Ala340Thrp.A340TB5ME19protein_codingdeleterious(0.04)possibly_damaging(0.579)TCGA-AP-A0LN-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
EIF3CLSNVMissense_Mutationnovelc.1043N>Ap.Arg348Hisp.R348HB5ME19protein_codingdeleterious(0)possibly_damaging(0.88)TCGA-EO-A22U-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
EIF3CLSNVMissense_Mutationnovelc.1043N>Ap.Arg348Hisp.R348HB5ME19protein_codingdeleterious(0)possibly_damaging(0.88)TCGA-EY-A1H0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapytaxolSD
EIF3CLinsertionFrame_Shift_Insnovelc.952_953insAp.Met318AsnfsTer7p.M318Nfs*7B5ME19protein_codingTCGA-B5-A3FA-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
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