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: TSLP

Gene summary for TSLP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TSLP

Gene ID

85480

Gene namethymic stromal lymphopoietin
Gene AliasTSLP
Cytomap5q22.1
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

Q969D9


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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
85480TSLPLZE4THumanEsophagusESCC3.54e-05-2.79e-010.0811
85480TSLPLZE7THumanEsophagusESCC4.88e-02-3.40e-010.0667
85480TSLPLZE20THumanEsophagusESCC4.84e-06-2.77e-010.0662
85480TSLPLZE6THumanEsophagusESCC8.72e-03-3.36e-010.0845
85480TSLPP1T-EHumanEsophagusESCC1.22e-02-3.16e-010.0875
85480TSLPP2T-EHumanEsophagusESCC1.24e-04-3.20e-010.1177
85480TSLPP4T-EHumanEsophagusESCC2.07e-08-2.19e-010.1323
85480TSLPP5T-EHumanEsophagusESCC4.94e-10-3.85e-010.1327
85480TSLPP8T-EHumanEsophagusESCC6.18e-03-2.11e-010.0889
85480TSLPP9T-EHumanEsophagusESCC2.27e-05-4.34e-010.1131
85480TSLPP10T-EHumanEsophagusESCC6.65e-07-2.71e-010.116
85480TSLPP11T-EHumanEsophagusESCC3.25e-04-3.10e-010.1426
85480TSLPP12T-EHumanEsophagusESCC5.30e-053.16e-010.1122
85480TSLPP15T-EHumanEsophagusESCC1.19e-022.05e-010.1149
85480TSLPP16T-EHumanEsophagusESCC1.54e-13-2.99e-010.1153
85480TSLPP20T-EHumanEsophagusESCC3.49e-166.27e-010.1124
85480TSLPP22T-EHumanEsophagusESCC8.15e-13-1.61e-010.1236
85480TSLPP27T-EHumanEsophagusESCC2.97e-05-1.73e-010.1055
85480TSLPP31T-EHumanEsophagusESCC2.95e-10-4.07e-010.1251
85480TSLPP32T-EHumanEsophagusESCC1.21e-02-1.87e-010.1666
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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
GO:00607595EsophagusESCCregulation of response to cytokine stimulus103/8552162/187233.14e-063.53e-05103
GO:00019595EsophagusESCCregulation of cytokine-mediated signaling pathway95/8552150/187239.48e-069.04e-0595
GO:00019615EsophagusESCCpositive regulation of cytokine-mediated signaling pathway35/855250/187234.33e-042.44e-0335
GO:00607605EsophagusESCCpositive regulation of response to cytokine stimulus39/855257/187234.34e-042.44e-0339
GO:00182124EsophagusESCCpeptidyl-tyrosine modification202/8552378/187231.34e-036.39e-03202
GO:00181084EsophagusESCCpeptidyl-tyrosine phosphorylation200/8552375/187231.60e-037.45e-03200
GO:00507303EsophagusESCCregulation of peptidyl-tyrosine phosphorylation144/8552264/187232.22e-039.78e-03144
GO:000181916EsophagusESCCpositive regulation of cytokine production244/8552467/187232.29e-031.01e-02244
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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
TSLPSNVMissense_Mutationc.412N>Ap.Leu138Metp.L138MQ969D9protein_codingdeleterious(0.04)possibly_damaging(0.906)TCGA-AN-A0FT-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TSLPinsertionFrame_Shift_Insnovelc.295_296insTp.Ala99ValfsTer5p.A99Vfs*5Q969D9protein_codingTCGA-AO-A0J9-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
TSLPinsertionIn_Frame_Insnovelc.296_297insCACGTATGTTCCCTTTTGCCTTACTATATGTTCTGTp.Ala99_Met100insThrTyrValProPheCysLeuThrIleCysSerValp.A99_M100insTYVPFCLTICSVQ969D9protein_codingTCGA-AO-A0J9-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
TSLPSNVMissense_Mutationrs765465942c.88N>Ap.Asp30Asnp.D30NQ969D9protein_codingtolerated(1)benign(0.001)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
TSLPSNVMissense_Mutationnovelc.68N>Cp.Val23Alap.V23AQ969D9protein_codingtolerated(0.09)benign(0.12)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
TSLPSNVMissense_Mutationrs765465942c.88N>Ap.Asp30Asnp.D30NQ969D9protein_codingtolerated(1)benign(0.001)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
TSLPSNVMissense_Mutationc.341C>Tp.Ser114Leup.S114LQ969D9protein_codingtolerated(0.14)benign(0.36)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TSLPSNVMissense_Mutationrs150474294c.446N>Ap.Arg149Hisp.R149HQ969D9protein_codingtolerated(0.12)possibly_damaging(0.784)TCGA-AX-A0J1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TSLPSNVMissense_Mutationrs749099078c.445N>Tp.Arg149Cysp.R149CQ969D9protein_codingdeleterious(0)possibly_damaging(0.881)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
TSLPSNVMissense_Mutationnovelc.71G>Tp.Gly24Valp.G24VQ969D9protein_codingdeleterious(0.03)probably_damaging(0.936)TCGA-BK-A13B-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownPD
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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
85480TSLPDRUGGABLE GENOMEMEDI9929
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