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: EIF1AY

Gene summary for EIF1AY

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EIF1AY

Gene ID

9086

Gene nameeukaryotic translation initiation factor 1A Y-linked
Gene AliaseIF-4C
CytomapYq11.223
Gene Typeprotein-coding
GO ID

GO:0006412

UniProtAcc

A6NJH9


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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
9086EIF1AYLZE2THumanEsophagusESCC3.86e-043.29e-010.082
9086EIF1AYLZE4THumanEsophagusESCC2.74e-112.72e-010.0811
9086EIF1AYLZE7THumanEsophagusESCC1.42e-02-2.71e-020.0667
9086EIF1AYLZE24THumanEsophagusESCC3.72e-02-1.39e-010.0596
9086EIF1AYP1T-EHumanEsophagusESCC9.32e-073.25e-010.0875
9086EIF1AYP5T-EHumanEsophagusESCC1.68e-194.01e-010.1327
9086EIF1AYP9T-EHumanEsophagusESCC4.70e-04-1.12e-010.1131
9086EIF1AYP10T-EHumanEsophagusESCC2.05e-204.42e-010.116
9086EIF1AYP12T-EHumanEsophagusESCC5.83e-253.95e-010.1122
9086EIF1AYP20T-EHumanEsophagusESCC6.25e-171.39e-010.1124
9086EIF1AYP22T-EHumanEsophagusESCC1.99e-426.01e-010.1236
9086EIF1AYP23T-EHumanEsophagusESCC4.24e-143.41e-010.108
9086EIF1AYP24T-EHumanEsophagusESCC3.71e-05-3.27e-030.1287
9086EIF1AYP26T-EHumanEsophagusESCC1.62e-163.65e-010.1276
9086EIF1AYP27T-EHumanEsophagusESCC3.53e-04-5.75e-020.1055
9086EIF1AYP28T-EHumanEsophagusESCC1.41e-193.50e-010.1149
9086EIF1AYP37T-EHumanEsophagusESCC1.86e-152.56e-010.1371
9086EIF1AYP42T-EHumanEsophagusESCC4.14e-052.49e-020.1175
9086EIF1AYP44T-EHumanEsophagusESCC2.07e-071.88e-010.1096
9086EIF1AYP52T-EHumanEsophagusESCC4.43e-419.15e-010.1555
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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
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:0006413110EsophagusESCCtranslational initiation100/8552118/187231.16e-181.25e-16100
GO:000641312LiverCirrhotictranslational initiation76/4634118/187238.36e-202.18e-1776
GO:000641322LiverHCCtranslational initiation94/7958118/187231.39e-161.24e-1494
GO:000641318Oral cavityOSCCtranslational initiation96/7305118/187234.02e-217.06e-1996
GO:000641325Oral cavityEOLPtranslational initiation37/2218118/187231.39e-086.43e-0737
GO:000641333Oral cavityNEOLPtranslational initiation39/2005118/187235.20e-116.30e-0939
GO:000641316ProstateBPHtranslational initiation59/3107118/187234.78e-171.14e-1459
GO:000641317ProstateTumortranslational initiation66/3246118/187232.57e-212.66e-1866
GO:0006413111SkincSCCtranslational initiation84/4864118/187239.12e-252.29e-2284
GO:0006413112ThyroidPTCtranslational initiation84/5968118/187231.89e-182.09e-1684
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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
EIF1AYSNVMissense_Mutationc.37C>Tp.Arg13Cysp.R13CO14602protein_codingdeleterious(0.04)possibly_damaging(0.667)TCGA-CG-5723-01Stomachstomach adenocarcinomaMale>=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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