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: EIF1AD

Gene summary for EIF1AD

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EIF1AD

Gene ID

84285

Gene nameeukaryotic translation initiation factor 1A domain containing
Gene AliasOBELIX
Cytomap11q13.1
Gene Typeprotein-coding
GO ID

GO:0006412

UniProtAcc

A0A024R5B9


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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
84285EIF1ADLZE4THumanEsophagusESCC3.88e-102.51e-010.0811
84285EIF1ADLZE20THumanEsophagusESCC8.47e-073.61e-010.0662
84285EIF1ADLZE24THumanEsophagusESCC5.92e-112.57e-010.0596
84285EIF1ADP2T-EHumanEsophagusESCC1.37e-162.07e-010.1177
84285EIF1ADP4T-EHumanEsophagusESCC4.23e-194.36e-010.1323
84285EIF1ADP5T-EHumanEsophagusESCC2.38e-295.34e-010.1327
84285EIF1ADP8T-EHumanEsophagusESCC9.03e-122.37e-010.0889
84285EIF1ADP9T-EHumanEsophagusESCC1.61e-111.16e-010.1131
84285EIF1ADP10T-EHumanEsophagusESCC1.12e-121.84e-010.116
84285EIF1ADP11T-EHumanEsophagusESCC1.96e-135.64e-010.1426
84285EIF1ADP12T-EHumanEsophagusESCC5.49e-152.91e-010.1122
84285EIF1ADP15T-EHumanEsophagusESCC2.85e-254.00e-010.1149
84285EIF1ADP16T-EHumanEsophagusESCC2.15e-183.33e-010.1153
84285EIF1ADP17T-EHumanEsophagusESCC2.34e-134.03e-010.1278
84285EIF1ADP19T-EHumanEsophagusESCC2.71e-022.79e-010.1662
84285EIF1ADP20T-EHumanEsophagusESCC7.92e-101.95e-010.1124
84285EIF1ADP21T-EHumanEsophagusESCC7.42e-193.02e-010.1617
84285EIF1ADP22T-EHumanEsophagusESCC2.40e-121.47e-010.1236
84285EIF1ADP23T-EHumanEsophagusESCC1.28e-123.28e-010.108
84285EIF1ADP24T-EHumanEsophagusESCC5.37e-088.29e-020.1287
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
∗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:0006413110EsophagusESCCtranslational initiation100/8552118/187231.16e-181.25e-16100
GO:000641318Oral cavityOSCCtranslational initiation96/7305118/187234.02e-217.06e-1996
GO:000641319Oral cavityLPtranslational initiation75/4623118/187233.96e-197.52e-1775
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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
EIF1ADSNVMissense_Mutationc.13A>Gp.Thr5Alap.T5AQ8N9N8protein_codingdeleterious(0)possibly_damaging(0.622)TCGA-C8-A12K-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
EIF1ADSNVMissense_Mutationrs763730593c.143N>Ap.Arg48Hisp.R48HQ8N9N8protein_codingtolerated(0.09)benign(0.018)TCGA-F4-6703-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
EIF1ADSNVMissense_Mutationnovelc.49G>Ap.Glu17Lysp.E17KQ8N9N8protein_codingdeleterious(0.04)benign(0.412)TCGA-AJ-A3BH-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
EIF1ADSNVMissense_Mutationrs201148001c.281N>Ap.Arg94Hisp.R94HQ8N9N8protein_codingtolerated(0.05)possibly_damaging(0.649)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
EIF1ADSNVMissense_Mutationrs377762380c.280N>Tp.Arg94Cysp.R94CQ8N9N8protein_codingdeleterious(0)possibly_damaging(0.859)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
EIF1ADSNVMissense_Mutationnovelc.387N>Tp.Gln129Hisp.Q129HQ8N9N8protein_codingtolerated(0.24)benign(0)TCGA-DF-A2KU-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
EIF1ADSNVMissense_Mutationnovelc.421N>Gp.Ser141Alap.S141AQ8N9N8protein_codingtolerated(0.2)benign(0.344)TCGA-E6-A1LX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
EIF1ADSNVMissense_Mutationc.452N>Tp.Gln151Leup.Q151LQ8N9N8protein_codingtolerated(0.06)benign(0.003)TCGA-53-7624-01Lunglung adenocarcinomaFemale<65III/IVChemotherapycisplatinPD
EIF1ADSNVMissense_Mutationc.305G>Tp.Trp102Leup.W102LQ8N9N8protein_codingdeleterious(0)probably_damaging(0.999)TCGA-43-5668-01Lunglung squamous cell carcinomaMale>=65I/IIOther, specify in notesMAGE3-AS15-NSC-003clinicalPD
EIF1ADSNVMissense_Mutationnovelc.455N>Gp.Tyr152Cysp.Y152CQ8N9N8protein_codingdeleterious(0.01)benign(0)TCGA-68-8250-01Lunglung squamous cell carcinomaMale>=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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