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: EIF3M

Gene summary for EIF3M

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EIF3M

Gene ID

10480

Gene nameeukaryotic translation initiation factor 3 subunit M
Gene AliasB5
Cytomap11p13
Gene Typeprotein-coding
GO ID

GO:0001732

UniProtAcc

Q7L2H7


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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
10480EIF3MAEH-subject1HumanEndometriumAEH2.30e-24-5.03e-01-0.3059
10480EIF3MAEH-subject2HumanEndometriumAEH5.22e-18-5.27e-01-0.2525
10480EIF3MAEH-subject3HumanEndometriumAEH8.52e-20-4.44e-01-0.2576
10480EIF3MAEH-subject4HumanEndometriumAEH1.67e-11-4.40e-01-0.2657
10480EIF3MAEH-subject5HumanEndometriumAEH2.33e-09-3.46e-01-0.2953
10480EIF3MEEC-subject1HumanEndometriumEEC1.18e-21-4.57e-01-0.2682
10480EIF3MEEC-subject2HumanEndometriumEEC3.41e-27-5.39e-01-0.2607
10480EIF3MEEC-subject3HumanEndometriumEEC6.21e-45-5.34e-01-0.2525
10480EIF3MEEC-subject4HumanEndometriumEEC2.71e-12-3.67e-01-0.2571
10480EIF3MEEC-subject5HumanEndometriumEEC8.78e-12-4.11e-01-0.249
10480EIF3MGSM5276934HumanEndometriumEEC4.88e-041.46e-01-0.0913
10480EIF3MGSM5276937HumanEndometriumEEC3.16e-031.58e-01-0.0897
10480EIF3MGSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC1.06e-35-2.16e-01-0.1869
10480EIF3MGSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC7.95e-36-2.98e-01-0.1875
10480EIF3MGSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC6.04e-46-2.15e-01-0.1883
10480EIF3MGSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC3.90e-34-4.14e-01-0.1934
10480EIF3MGSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC1.31e-49-4.18e-01-0.1917
10480EIF3MGSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC2.44e-59-4.45e-01-0.1916
10480EIF3MGSM6177623_NYU_UCEC3_VisHumanEndometriumEEC2.40e-08-1.49e-01-0.1269
10480EIF3MLZE4THumanEsophagusESCC1.96e-093.70e-010.0811
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:000218116EndometriumAEHcytoplasmic translation104/2100148/187231.01e-646.07e-61104
GO:002261316EndometriumAEHribonucleoprotein complex biogenesis107/2100463/187231.43e-134.08e-11107
GO:007182616EndometriumAEHribonucleoprotein complex subunit organization65/2100227/187234.47e-131.07e-1065
GO:002261816EndometriumAEHribonucleoprotein complex assembly63/2100220/187231.02e-122.24e-1063
GO:000641310EndometriumAEHtranslational initiation42/2100118/187232.68e-124.67e-1042
GO:000173210EndometriumAEHformation of cytoplasmic translation initiation complex13/210016/187231.74e-101.93e-0813
GO:000218310EndometriumAEHcytoplasmic translational initiation18/210034/187232.75e-092.06e-0718
GO:000218117EndometriumEECcytoplasmic translation104/2168148/187232.53e-631.52e-59104
GO:002261317EndometriumEECribonucleoprotein complex biogenesis108/2168463/187234.60e-139.86e-11108
GO:007182617EndometriumEECribonucleoprotein complex subunit organization65/2168227/187231.91e-123.58e-1065
GO:002261817EndometriumEECribonucleoprotein complex assembly63/2168220/187234.16e-127.56e-1063
GO:000641315EndometriumEECtranslational initiation42/2168118/187237.65e-121.24e-0942
GO:000173215EndometriumEECformation of cytoplasmic translation initiation complex13/216816/187232.60e-102.89e-0813
GO:000218315EndometriumEECcytoplasmic translational initiation18/216834/187234.60e-093.14e-0718
GO:000218127EsophagusHGINcytoplasmic translation108/2587148/187231.70e-601.02e-56108
GO:002261327EsophagusHGINribonucleoprotein complex biogenesis158/2587463/187232.61e-295.23e-26158
GO:007182627EsophagusHGINribonucleoprotein complex subunit organization84/2587227/187231.34e-185.37e-1684
GO:002261827EsophagusHGINribonucleoprotein complex assembly82/2587220/187232.07e-187.36e-1682
GO:000641320EsophagusHGINtranslational initiation55/2587118/187237.33e-182.31e-1555
GO:000218320EsophagusHGINcytoplasmic translational initiation19/258734/187231.01e-086.44e-0719
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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
EIF3MSNVMissense_Mutationc.110G>Cp.Gly37Alap.G37AQ7L2H7protein_codingtolerated(0.14)possibly_damaging(0.773)TCGA-E2-A14R-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinPD
EIF3MSNVMissense_Mutationc.584A>Gp.Asp195Glyp.D195GQ7L2H7protein_codingdeleterious(0.01)probably_damaging(0.984)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
EIF3MSNVMissense_Mutationc.617N>Tp.Arg206Metp.R206MQ7L2H7protein_codingdeleterious(0)possibly_damaging(0.62)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
EIF3MSNVMissense_Mutationrs746678519c.101C>Tp.Ser34Leup.S34LQ7L2H7protein_codingdeleterious(0.02)benign(0.13)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
EIF3MSNVMissense_Mutationc.748G>Ap.Ala250Thrp.A250TQ7L2H7protein_codingtolerated(0.32)benign(0.067)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
EIF3MSNVMissense_Mutationc.602G>Ap.Arg201Glnp.R201QQ7L2H7protein_codingdeleterious(0.01)benign(0.213)TCGA-AP-A0LT-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
EIF3MSNVMissense_Mutationc.943N>Tp.Ala315Serp.A315SQ7L2H7protein_codingdeleterious(0.02)probably_damaging(0.913)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
EIF3MSNVMissense_Mutationc.345G>Tp.Lys115Asnp.K115NQ7L2H7protein_codingtolerated(0.14)benign(0.052)TCGA-AX-A0J0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
EIF3MSNVMissense_Mutationrs746678519c.101N>Tp.Ser34Leup.S34LQ7L2H7protein_codingdeleterious(0.02)benign(0.13)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
EIF3MSNVMissense_Mutationc.462G>Tp.Trp154Cysp.W154CQ7L2H7protein_codingtolerated(0.59)probably_damaging(0.993)TCGA-BG-A18B-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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