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: RPS10-NUDT3

Gene summary for RPS10-NUDT3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RPS10-NUDT3

Gene ID

100529239

Gene nameRPS10-NUDT3 readthrough
Gene AliasRPS10-NUDT3
Cytomap6p21.31
Gene Typeprotein-coding
GO ID

NA

UniProtAcc

A0A1W2PQS6


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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
100529239RPS10-NUDT3LZE2THumanEsophagusESCC2.18e-044.66e-010.082
100529239RPS10-NUDT3LZE3DHumanEsophagusHGIN3.66e-035.85e-010.0668
100529239RPS10-NUDT3LZE4THumanEsophagusESCC1.86e-296.52e-010.0811
100529239RPS10-NUDT3LZE5THumanEsophagusESCC1.54e-043.89e-010.0514
100529239RPS10-NUDT3LZE7THumanEsophagusESCC2.68e-167.49e-010.0667
100529239RPS10-NUDT3LZE8THumanEsophagusESCC5.45e-164.71e-010.067
100529239RPS10-NUDT3LZE20THumanEsophagusESCC1.85e-185.17e-010.0662
100529239RPS10-NUDT3LZE21D1HumanEsophagusHGIN3.53e-055.15e-010.0632
100529239RPS10-NUDT3LZE22D1HumanEsophagusHGIN1.32e-093.26e-010.0595
100529239RPS10-NUDT3LZE22THumanEsophagusESCC8.47e-115.38e-010.068
100529239RPS10-NUDT3LZE24THumanEsophagusESCC6.51e-296.03e-010.0596
100529239RPS10-NUDT3LZE22D3HumanEsophagusHGIN4.92e-047.16e-010.0653
100529239RPS10-NUDT3LZE21THumanEsophagusESCC2.14e-104.89e-010.0655
100529239RPS10-NUDT3LZE6THumanEsophagusESCC7.10e-291.02e+000.0845
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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
∗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
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0301039EsophagusHGINRibosome108/1383167/84651.44e-454.71e-433.74e-43108
hsa0517139EsophagusHGINCoronavirus disease - COVID-19105/1383232/84657.84e-265.11e-244.06e-24105
hsa03010115EsophagusHGINRibosome108/1383167/84651.44e-454.71e-433.74e-43108
hsa05171115EsophagusHGINCoronavirus disease - COVID-19105/1383232/84657.84e-265.11e-244.06e-24105
hsa03010211EsophagusESCCRibosome129/4205167/84651.43e-133.43e-121.75e-12129
hsa05171211EsophagusESCCCoronavirus disease - COVID-19156/4205232/84653.18e-082.68e-071.37e-07156
hsa03010310EsophagusESCCRibosome129/4205167/84651.43e-133.43e-121.75e-12129
hsa05171310EsophagusESCCCoronavirus disease - COVID-19156/4205232/84653.18e-082.68e-071.37e-07156
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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
RPS10-NUDT3deletionFrame_Shift_Delnovelc.686_696delNNNNNNNNNNNp.Ser229TrpfsTer8p.S229Wfs*8protein_codingTCGA-BH-A1F6-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
RPS10-NUDT3SNVMissense_Mutationrs770994608c.730G>Ap.Ala244Thrp.A244Tprotein_codingdeleterious_low_confidence(0)possibly_damaging(0.576)TCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
RPS10-NUDT3SNVMissense_Mutationnovelc.731N>Tp.Ala244Valp.A244Vprotein_codingdeleterious_low_confidence(0)possibly_damaging(0.525)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
RPS10-NUDT3SNVMissense_Mutationnovelc.737N>Cp.Lys246Thrp.K246Tprotein_codingtolerated_low_confidence(0.09)possibly_damaging(0.593)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
RPS10-NUDT3SNVMissense_Mutationrs770994608c.730N>Ap.Ala244Thrp.A244Tprotein_codingdeleterious_low_confidence(0)possibly_damaging(0.576)TCGA-B5-A1MR-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
RPS10-NUDT3SNVMissense_Mutationnovelc.698G>Tp.Gly233Valp.G233Vprotein_codingdeleterious_low_confidence(0)probably_damaging(0.98)TCGA-55-A493-01Lunglung adenocarcinomaFemale<65I/IIUnknownUnknownSD
RPS10-NUDT3SNVMissense_Mutationc.738A>Tp.Lys246Asnp.K246Nprotein_codingtolerated_low_confidence(0.1)possibly_damaging(0.593)TCGA-HU-A4GF-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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