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: EIF4H

Gene summary for EIF4H

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EIF4H

Gene ID

7458

Gene nameeukaryotic translation initiation factor 4H
Gene AliasWBSCR1
Cytomap7q11.23
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q15056


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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
7458EIF4HHTA11_2487_2000001011HumanColorectumSER1.24e-115.90e-01-0.1808
7458EIF4HHTA11_1938_2000001011HumanColorectumAD2.85e-095.98e-01-0.0811
7458EIF4HHTA11_78_2000001011HumanColorectumAD5.14e-146.67e-01-0.1088
7458EIF4HHTA11_347_2000001011HumanColorectumAD4.24e-226.62e-01-0.1954
7458EIF4HHTA11_411_2000001011HumanColorectumSER7.11e-077.72e-01-0.2602
7458EIF4HHTA11_3361_2000001011HumanColorectumAD1.11e-034.17e-01-0.1207
7458EIF4HHTA11_83_2000001011HumanColorectumSER6.15e-074.35e-01-0.1526
7458EIF4HHTA11_696_2000001011HumanColorectumAD4.53e-155.85e-01-0.1464
7458EIF4HHTA11_1391_2000001011HumanColorectumAD8.15e-137.34e-01-0.059
7458EIF4HHTA11_5212_2000001011HumanColorectumAD2.18e-076.70e-01-0.2061
7458EIF4HHTA11_866_3004761011HumanColorectumAD6.32e-115.24e-010.096
7458EIF4HHTA11_4255_2000001011HumanColorectumSER1.91e-065.97e-010.0446
7458EIF4HHTA11_8622_2000001021HumanColorectumSER9.29e-035.51e-010.0528
7458EIF4HHTA11_10623_2000001011HumanColorectumAD3.56e-056.79e-01-0.0177
7458EIF4HHTA11_6801_2000001011HumanColorectumSER1.27e-121.06e+000.0171
7458EIF4HHTA11_7696_3000711011HumanColorectumAD7.11e-085.09e-010.0674
7458EIF4HHTA11_99999970781_79442HumanColorectumMSS3.22e-329.78e-010.294
7458EIF4HHTA11_99999965062_69753HumanColorectumMSI-H7.15e-051.30e+000.3487
7458EIF4HHTA11_99999965104_69814HumanColorectumMSS6.76e-221.05e+000.281
7458EIF4HHTA11_99999971662_82457HumanColorectumMSS3.42e-157.18e-010.3859
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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
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: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:0006417ColorectumADregulation of translation141/3918468/187231.32e-064.22e-05141
GO:0006413ColorectumADtranslational initiation45/3918118/187231.35e-052.92e-0445
GO:0006446ColorectumADregulation of translational initiation28/391879/187232.02e-031.63e-0228
GO:0001731ColorectumADformation of translation preinitiation complex7/391811/187232.59e-031.96e-027
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:00064131ColorectumSERtranslational initiation36/2897118/187232.84e-057.63e-0436
GO:00064171ColorectumSERregulation of translation100/2897468/187233.76e-045.74e-03100
GO:00017311ColorectumSERformation of translation preinitiation complex6/289711/187233.12e-032.70e-026
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
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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
EIF4HSNVMissense_Mutationc.307N>Tp.Gly103Cysp.G103CQ15056protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
EIF4HdeletionIn_Frame_Delnovelc.3_5delNNNp.Ala2delp.A2delQ15056protein_codingTCGA-AC-A23C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapychemoCR
EIF4HSNVMissense_Mutationnovelc.211C>Tp.Arg71Trpp.R71WQ15056protein_codingtolerated(0.06)probably_damaging(1)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
EIF4HSNVMissense_Mutationnovelc.25G>Cp.Asp9Hisp.D9HQ15056protein_codingdeleterious_low_confidence(0.01)possibly_damaging(0.839)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
EIF4HSNVMissense_Mutationc.232N>Gp.Thr78Alap.T78AQ15056protein_codingdeleterious(0)possibly_damaging(0.711)TCGA-CA-5254-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyoxaliplatinCR
EIF4HSNVMissense_Mutationnovelc.212N>Ap.Arg71Glnp.R71QQ15056protein_codingdeleterious(0)probably_damaging(0.996)TCGA-CM-4750-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyfluorouracilSD
EIF4HSNVMissense_Mutationc.164A>Gp.Gln55Argp.Q55RQ15056protein_codingdeleterious(0.05)possibly_damaging(0.656)TCGA-G4-6588-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
EIF4HSNVMissense_Mutationnovelc.647G>Ap.Arg216Glnp.R216QQ15056protein_codingdeleterious(0)benign(0.441)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
EIF4HSNVMissense_Mutationnovelc.467C>Ap.Ser156Tyrp.S156YQ15056protein_codingdeleterious(0.02)possibly_damaging(0.601)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
EIF4HSNVMissense_Mutationnovelc.92N>Ap.Arg31Hisp.R31HQ15056protein_codingdeleterious(0)probably_damaging(0.98)TCGA-AP-A1DK-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
7458EIF4HDRUGGABLE GENOMEGNF-PF-4618CHEMBL585964
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