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: EIF1B

Gene summary for EIF1B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EIF1B

Gene ID

10289

Gene nameeukaryotic translation initiation factor 1B
Gene AliasGC20
Cytomap3p22.1
Gene Typeprotein-coding
GO ID

GO:0006412

UniProtAcc

O60739


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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
10289EIF1BCA_HPV_1HumanCervixCC1.28e-06-6.38e-020.0264
10289EIF1BCA_HPV_3HumanCervixCC8.55e-031.75e-010.0414
10289EIF1BCCI_1HumanCervixCC8.41e-11-5.37e-010.528
10289EIF1BCCI_3HumanCervixCC6.06e-06-4.30e-010.516
10289EIF1BCCII_1HumanCervixCC6.91e-20-5.37e-010.3249
10289EIF1BTumorHumanCervixCC4.36e-04-2.91e-010.1241
10289EIF1BAEH-subject1HumanEndometriumAEH1.97e-08-3.23e-01-0.3059
10289EIF1BAEH-subject2HumanEndometriumAEH3.71e-11-3.39e-01-0.2525
10289EIF1BAEH-subject3HumanEndometriumAEH1.47e-14-3.74e-01-0.2576
10289EIF1BAEH-subject4HumanEndometriumAEH2.34e-03-2.70e-01-0.2657
10289EIF1BAEH-subject5HumanEndometriumAEH1.74e-05-3.53e-01-0.2953
10289EIF1BEEC-subject1HumanEndometriumEEC1.13e-10-3.30e-01-0.2682
10289EIF1BEEC-subject2HumanEndometriumEEC3.26e-20-4.81e-01-0.2607
10289EIF1BEEC-subject3HumanEndometriumEEC1.00e-36-3.30e-01-0.2525
10289EIF1BEEC-subject4HumanEndometriumEEC3.34e-04-2.48e-01-0.2571
10289EIF1BEEC-subject5HumanEndometriumEEC6.34e-07-3.18e-01-0.249
10289EIF1BGSM5276934HumanEndometriumEEC9.57e-062.12e-01-0.0913
10289EIF1BGSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC3.73e-24-4.13e-01-0.1869
10289EIF1BGSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC8.22e-30-3.51e-01-0.1875
10289EIF1BGSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC3.58e-31-3.30e-01-0.1883
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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
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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid 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:000641710CervixCCregulation of translation89/2311468/187231.86e-053.46e-0489
GO:00064139CervixCCtranslational initiation25/2311118/187234.54e-032.75e-0225
GO:000641310EndometriumAEHtranslational initiation42/2100118/187232.68e-124.67e-1042
GO:000641716EndometriumAEHregulation of translation94/2100468/187231.14e-087.62e-0794
GO:00064467EndometriumAEHregulation of translational initiation25/210079/187238.99e-073.19e-0525
GO:000641315EndometriumEECtranslational initiation42/2168118/187237.65e-121.24e-0942
GO:000641717EndometriumEECregulation of translation94/2168468/187235.37e-082.88e-0694
GO:000644614EndometriumEECregulation of translational initiation25/216879/187231.62e-065.03e-0525
GO:000641727EsophagusHGINregulation of translation139/2587468/187231.46e-197.98e-17139
GO:000641320EsophagusHGINtranslational initiation55/2587118/187237.33e-182.31e-1555
GO:000644610EsophagusHGINregulation of translational initiation34/258779/187232.09e-101.97e-0834
GO:0006413110EsophagusESCCtranslational initiation100/8552118/187231.16e-181.25e-16100
GO:0006417111EsophagusESCCregulation of translation304/8552468/187231.53e-171.33e-15304
GO:000644617EsophagusESCCregulation of translational initiation65/855279/187232.04e-117.07e-1065
GO:000641312LiverCirrhotictranslational initiation76/4634118/187238.36e-202.18e-1776
GO:000641712LiverCirrhoticregulation of translation194/4634468/187237.28e-168.79e-14194
GO:000644612LiverCirrhoticregulation of translational initiation48/463479/187231.14e-117.14e-1048
GO:000641722LiverHCCregulation of translation287/7958468/187238.79e-178.08e-15287
GO:000641322LiverHCCtranslational initiation94/7958118/187231.39e-161.24e-1494
GO:000644622LiverHCCregulation of translational initiation62/795879/187236.85e-112.48e-0962
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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
EIF1BSNVMissense_Mutationnovelc.332N>Gp.His111Argp.H111RO60739protein_codingdeleterious(0.01)possibly_damaging(0.706)TCGA-AA-A02R-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
EIF1BSNVMissense_Mutationnovelc.171N>Tp.Lys57Asnp.K57NO60739protein_codingtolerated(0.1)probably_damaging(0.976)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
EIF1BSNVMissense_Mutationnovelc.41N>Tp.Ala14Valp.A14VO60739protein_codingdeleterious(0.02)benign(0.003)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
EIF1BSNVMissense_Mutationnovelc.238N>Ap.Gly80Argp.G80RO60739protein_codingdeleterious(0.03)possibly_damaging(0.572)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
EIF1BSNVMissense_Mutationnovelc.171N>Tp.Lys57Asnp.K57NO60739protein_codingtolerated(0.1)probably_damaging(0.976)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
EIF1BSNVMissense_Mutationnovelc.26N>Ap.Ser9Tyrp.S9YO60739protein_codingdeleterious(0.02)benign(0.033)TCGA-AJ-A5DW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
EIF1BSNVMissense_Mutationnovelc.289N>Ap.Leu97Ilep.L97IO60739protein_codingdeleterious(0.03)possibly_damaging(0.688)TCGA-B5-A1MR-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
EIF1BSNVMissense_Mutationnovelc.285G>Tp.Gln95Hisp.Q95HO60739protein_codingdeleterious(0.03)benign(0.015)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
EIF1BSNVMissense_Mutationc.195N>Tp.Lys65Asnp.K65NO60739protein_codingdeleterious(0.01)probably_damaging(0.986)TCGA-BS-A0UV-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
EIF1BSNVMissense_Mutationnovelc.200N>Cp.Phe67Serp.F67SO60739protein_codingdeleterious(0)probably_damaging(0.968)TCGA-EO-A3B0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
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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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