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: EIF3H

Gene summary for EIF3H

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EIF3H

Gene ID

8667

Gene nameeukaryotic translation initiation factor 3 subunit H
Gene AliasEIF3S3
Cytomap8q23.3-q24.11
Gene Typeprotein-coding
GO ID

GO:0001732

UniProtAcc

O15372


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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
8667EIF3HGSM4909281HumanBreastIDC8.81e-264.78e-010.21
8667EIF3HGSM4909282HumanBreastIDC1.96e-031.85e-01-0.0288
8667EIF3HGSM4909285HumanBreastIDC1.18e-365.55e-010.21
8667EIF3HGSM4909286HumanBreastIDC1.35e-295.27e-010.1081
8667EIF3HGSM4909288HumanBreastIDC2.51e-03-1.30e-010.0988
8667EIF3HGSM4909290HumanBreastIDC4.64e-657.72e-010.2096
8667EIF3HGSM4909291HumanBreastIDC5.82e-163.93e-010.1753
8667EIF3HGSM4909294HumanBreastIDC1.33e-131.72e-020.2022
8667EIF3HGSM4909296HumanBreastIDC1.80e-343.66e-010.1524
8667EIF3HGSM4909297HumanBreastIDC2.48e-32-2.23e-010.1517
8667EIF3HGSM4909301HumanBreastIDC2.25e-22-5.47e-010.1577
8667EIF3HGSM4909305HumanBreastIDC2.13e-093.80e-010.0436
8667EIF3HGSM4909306HumanBreastIDC6.40e-093.12e-010.1564
8667EIF3HGSM4909307HumanBreastIDC5.68e-335.15e-010.1569
8667EIF3HGSM4909308HumanBreastIDC1.07e-1048.68e-010.158
8667EIF3HGSM4909309HumanBreastIDC3.16e-07-9.62e-020.0483
8667EIF3HGSM4909311HumanBreastIDC2.50e-597.91e-020.1534
8667EIF3HGSM4909312HumanBreastIDC1.70e-1079.46e-010.1552
8667EIF3HGSM4909313HumanBreastIDC2.72e-04-1.84e-020.0391
8667EIF3HGSM4909315HumanBreastIDC8.24e-324.37e-010.21
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
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:000218114BreastIDCcytoplasmic translation82/1434148/187232.60e-521.48e-4882
GO:004586114BreastIDCnegative regulation of proteolysis70/1434351/187238.21e-142.22e-1170
GO:002261314BreastIDCribonucleoprotein complex biogenesis83/1434463/187232.01e-135.20e-1183
GO:007182614BreastIDCribonucleoprotein complex subunit organization52/1434227/187235.18e-131.21e-1052
GO:002261814BreastIDCribonucleoprotein complex assembly51/1434220/187235.32e-131.21e-1051
GO:000641313BreastIDCtranslational initiation31/1434118/187237.29e-107.52e-0831
GO:000641714BreastIDCregulation of translation74/1434468/187231.67e-091.53e-0774
GO:001049814BreastIDCproteasomal protein catabolic process75/1434490/187235.59e-094.41e-0775
GO:004217614BreastIDCregulation of protein catabolic process63/1434391/187231.32e-089.61e-0763
GO:190336214BreastIDCregulation of cellular protein catabolic process46/1434255/187234.00e-082.68e-0646
GO:190305014BreastIDCregulation of proteolysis involved in cellular protein catabolic process41/1434221/187239.77e-085.84e-0641
GO:000644613BreastIDCregulation of translational initiation20/143479/187231.40e-066.00e-0520
GO:000218313BreastIDCcytoplasmic translational initiation12/143434/187234.35e-061.53e-0412
GO:006113614BreastIDCregulation of proteasomal protein catabolic process33/1434187/187235.24e-061.75e-0433
GO:200005814BreastIDCregulation of ubiquitin-dependent protein catabolic process30/1434164/187236.62e-062.05e-0430
GO:000173213BreastIDCformation of cytoplasmic translation initiation complex8/143416/187238.56e-062.47e-048
GO:004316114BreastIDCproteasome-mediated ubiquitin-dependent protein catabolic process57/1434412/187239.55e-062.68e-0457
GO:003243414BreastIDCregulation of proteasomal ubiquitin-dependent protein catabolic process24/1434134/187237.59e-051.50e-0324
GO:003133014BreastIDCnegative regulation of cellular catabolic process37/1434262/187232.20e-043.52e-0337
GO:190336313BreastIDCnegative regulation of cellular protein catabolic process15/143475/187234.86e-046.42e-0315
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa051629EsophagusESCCMeasles90/4205139/84652.16e-047.87e-044.03e-0490
hsa0516213EsophagusESCCMeasles90/4205139/84652.16e-047.87e-044.03e-0490
hsa051628Oral cavityOSCCMeasles90/3704139/84654.10e-072.50e-061.27e-0690
hsa0516212Oral cavityOSCCMeasles90/3704139/84654.10e-072.50e-061.27e-0690
hsa0516221Oral cavityLPMeasles59/2418139/84652.90e-041.60e-031.03e-0359
hsa0516231Oral cavityLPMeasles59/2418139/84652.90e-041.60e-031.03e-0359
hsa0516241Oral cavityEOLPMeasles42/1218139/84651.11e-069.96e-065.87e-0642
hsa051625Oral cavityEOLPMeasles42/1218139/84651.11e-069.96e-065.87e-0642
hsa051626Oral cavityNEOLPMeasles35/1112139/84658.30e-056.14e-043.86e-0435
hsa051627Oral cavityNEOLPMeasles35/1112139/84658.30e-056.14e-043.86e-0435
hsa051624ProstateBPHMeasles42/1718139/84653.35e-031.23e-027.61e-0342
hsa0516211ProstateBPHMeasles42/1718139/84653.35e-031.23e-027.61e-0342
hsa051622ProstateTumorMeasles44/1791139/84652.33e-038.85e-035.49e-0344
hsa051623ProstateTumorMeasles44/1791139/84652.33e-038.85e-035.49e-0344
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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
EIF3HSNVMissense_Mutationrs765673805c.947N>Tp.Ser316Leup.S316LO15372protein_codingdeleterious(0.02)benign(0.062)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
EIF3HSNVMissense_Mutationc.685N>Ap.Glu229Lysp.E229KO15372protein_codingtolerated(0.27)benign(0.095)TCGA-EA-A50E-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
EIF3HSNVMissense_Mutationnovelc.150N>Gp.Ile50Metp.I50MO15372protein_codingdeleterious(0)probably_damaging(0.981)TCGA-HM-A4S6-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
EIF3HSNVMissense_Mutationc.101N>Tp.Ser34Leup.S34LO15372protein_codingtolerated(0.05)benign(0.034)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
EIF3HSNVMissense_Mutationrs776462055c.550C>Ap.Pro184Thrp.P184TO15372protein_codingtolerated(0.22)benign(0.039)TCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
EIF3HSNVMissense_Mutationnovelc.766N>Ap.Asp256Asnp.D256NO15372protein_codingdeleterious(0)benign(0.042)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
EIF3HSNVMissense_Mutationnovelc.7N>Cp.Ser3Prop.S3PO15372protein_codingdeleterious_low_confidence(0.01)benign(0.027)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
EIF3HSNVMissense_Mutationc.85N>Tp.Gly29Cysp.G29CO15372protein_codingdeleterious(0.02)probably_damaging(0.979)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
EIF3HSNVMissense_Mutationc.314N>Ap.Arg105Glnp.R105QO15372protein_codingdeleterious(0.03)benign(0.266)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
EIF3HSNVMissense_Mutationrs367787019c.340N>Tp.His114Tyrp.H114YO15372protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AG-A023-01Colorectumrectum adenocarcinomaFemale<65III/IVUnknownUnknownPD
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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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