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: TRNAU1AP

Gene summary for TRNAU1AP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TRNAU1AP

Gene ID

54952

Gene nametRNA selenocysteine 1 associated protein 1
Gene AliasPRO1902
Cytomap1p35.3
Gene Typeprotein-coding
GO ID

GO:0001514

UniProtAcc

Q9NX07


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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
54952TRNAU1APLZE2THumanEsophagusESCC4.53e-022.30e-010.082
54952TRNAU1APLZE4THumanEsophagusESCC2.19e-092.21e-010.0811
54952TRNAU1APLZE5THumanEsophagusESCC5.87e-041.73e-010.0514
54952TRNAU1APLZE7THumanEsophagusESCC3.77e-125.27e-010.0667
54952TRNAU1APLZE8THumanEsophagusESCC7.90e-203.27e-010.067
54952TRNAU1APLZE20THumanEsophagusESCC9.06e-073.49e-010.0662
54952TRNAU1APLZE22D1HumanEsophagusHGIN1.71e-021.22e-010.0595
54952TRNAU1APLZE22THumanEsophagusESCC5.48e-044.36e-010.068
54952TRNAU1APLZE24THumanEsophagusESCC5.60e-153.66e-010.0596
54952TRNAU1APLZE21THumanEsophagusESCC5.12e-062.87e-010.0655
54952TRNAU1APLZE6THumanEsophagusESCC6.25e-093.04e-010.0845
54952TRNAU1APP1T-EHumanEsophagusESCC5.65e-115.92e-010.0875
54952TRNAU1APP2T-EHumanEsophagusESCC1.42e-326.68e-010.1177
54952TRNAU1APP4T-EHumanEsophagusESCC4.44e-224.35e-010.1323
54952TRNAU1APP5T-EHumanEsophagusESCC1.38e-366.27e-010.1327
54952TRNAU1APP8T-EHumanEsophagusESCC5.54e-173.39e-010.0889
54952TRNAU1APP9T-EHumanEsophagusESCC4.41e-152.18e-010.1131
54952TRNAU1APP10T-EHumanEsophagusESCC8.66e-375.93e-010.116
54952TRNAU1APP11T-EHumanEsophagusESCC3.12e-094.48e-010.1426
54952TRNAU1APP12T-EHumanEsophagusESCC5.11e-254.66e-010.1122
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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
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:000641727EsophagusHGINregulation of translation139/2587468/187231.46e-197.98e-17139
GO:000641418EsophagusHGINtranslational elongation22/258755/187231.46e-065.56e-0522
GO:0006417111EsophagusESCCregulation of translation304/8552468/187231.53e-171.33e-15304
GO:000641419EsophagusESCCtranslational elongation41/855255/187231.26e-051.16e-0441
GO:000641712LiverCirrhoticregulation of translation194/4634468/187237.28e-168.79e-14194
GO:000641722LiverHCCregulation of translation287/7958468/187238.79e-178.08e-15287
GO:000641412LiverHCCtranslational elongation36/795855/187234.94e-043.23e-0336
GO:000641720Oral cavityOSCCregulation of translation274/7305468/187234.39e-184.63e-16274
GO:000641416Oral cavityOSCCtranslational elongation37/730555/187232.03e-051.94e-0437
GO:0006417110Oral cavityLPregulation of translation175/4623468/187234.49e-102.22e-08175
GO:000641417Oral cavityLPtranslational elongation25/462355/187236.27e-045.71e-0325
GO:000641729SkincSCCregulation of translation226/4864468/187238.78e-262.62e-23226
GO:000641423SkincSCCtranslational elongation30/486455/187236.13e-068.70e-0530
GO:0006417113ThyroidPTCregulation of translation236/5968468/187232.70e-172.52e-15236
GO:000641735ThyroidATCregulation of translation236/6293468/187232.39e-141.34e-12236
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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
TRNAU1APSNVMissense_Mutationc.505C>Tp.Arg169Trpp.R169WQ9NX07protein_codingdeleterious(0)probably_damaging(0.98)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TRNAU1APinsertionNonsense_Mutationnovelc.667_668insAAAAAAAAAAAGAAAAAAGAAAAAp.Tyr223delinsTerp.Y223delins*Q9NX07protein_codingTCGA-A2-A0CQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
TRNAU1APinsertionFrame_Shift_Insnovelc.715_716insCCCAGTGGCTCACACCTGTp.Asp239AlafsTer20p.D239Afs*20Q9NX07protein_codingTCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TRNAU1APSNVMissense_Mutationnovelc.544C>Tp.Pro182Serp.P182SQ9NX07protein_codingtolerated(0.37)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TRNAU1APSNVMissense_Mutationc.581A>Cp.Asn194Thrp.N194TQ9NX07protein_codingtolerated(0.1)benign(0.039)TCGA-C5-A2LX-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
TRNAU1APSNVMissense_Mutationc.784G>Ap.Glu262Lysp.E262KQ9NX07protein_codingdeleterious(0)probably_damaging(0.994)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
TRNAU1APSNVMissense_Mutationrs772628492c.530C>Tp.Ala177Valp.A177VQ9NX07protein_codingtolerated(0.25)benign(0)TCGA-UC-A7PG-06Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinPD
TRNAU1APSNVMissense_Mutationrs752773020c.319G>Ap.Val107Metp.V107MQ9NX07protein_codingtolerated(0.08)possibly_damaging(0.488)TCGA-VS-A9U6-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
TRNAU1APSNVMissense_Mutationrs140349108c.349N>Ap.Val117Ilep.V117IQ9NX07protein_codingtolerated(0.38)benign(0.006)TCGA-A6-2672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
TRNAU1APSNVMissense_Mutationnovelc.313N>Tp.Pro105Serp.P105SQ9NX07protein_codingtolerated(0.29)benign(0.014)TCGA-AA-A029-01Colorectumcolon 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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