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: TRPS1

Gene summary for TRPS1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TRPS1

Gene ID

7227

Gene nametranscriptional repressor GATA binding 1
Gene AliasGC79
Cytomap8q23.3
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q9UHF7


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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
7227TRPS1GSM4909281HumanBreastIDC4.03e-569.51e-010.21
7227TRPS1GSM4909286HumanBreastIDC1.22e-092.30e-010.1081
7227TRPS1GSM4909287HumanBreastIDC5.16e-092.93e-010.2057
7227TRPS1GSM4909291HumanBreastIDC6.84e-03-3.91e-010.1753
7227TRPS1GSM4909293HumanBreastIDC5.84e-769.52e-010.1581
7227TRPS1GSM4909295HumanBreastIDC3.41e-043.87e-010.0898
7227TRPS1GSM4909296HumanBreastIDC8.43e-04-4.53e-020.1524
7227TRPS1GSM4909297HumanBreastIDC1.00e-467.88e-010.1517
7227TRPS1GSM4909298HumanBreastIDC1.11e-789.75e-010.1551
7227TRPS1GSM4909301HumanBreastIDC4.69e-053.00e-010.1577
7227TRPS1GSM4909302HumanBreastIDC6.19e-184.99e-010.1545
7227TRPS1GSM4909303HumanBreastIDC1.86e-085.46e-010.0438
7227TRPS1GSM4909304HumanBreastIDC1.04e-861.01e+000.1636
7227TRPS1GSM4909306HumanBreastIDC1.73e-245.90e-010.1564
7227TRPS1GSM4909307HumanBreastIDC1.31e-205.77e-010.1569
7227TRPS1GSM4909308HumanBreastIDC3.20e-538.38e-010.158
7227TRPS1GSM4909311HumanBreastIDC6.14e-26-8.68e-030.1534
7227TRPS1GSM4909312HumanBreastIDC4.17e-183.37e-010.1552
7227TRPS1GSM4909313HumanBreastIDC1.98e-032.06e-010.0391
7227TRPS1GSM4909317HumanBreastIDC1.63e-063.60e-010.1355
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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:0061448EndometriumAEHconnective tissue development44/2100252/187231.92e-031.51e-0244
GO:00614481EndometriumEECconnective tissue development44/2168252/187233.51e-032.36e-0244
GO:00512161EsophagusESCCcartilage development103/8552190/187231.08e-023.67e-02103
GO:00020623EsophagusESCCchondrocyte differentiation60/8552106/187231.53e-024.94e-0260
GO:00614483SkinAKconnective tissue development40/1910252/187233.17e-031.95e-0240
GO:00512162SkinAKcartilage development31/1910190/187235.79e-033.14e-0231
GO:005121611SkinSCCIScartilage development18/919190/187235.86e-034.52e-0218
GO:006144811SkinSCCISconnective tissue development22/919252/187236.57e-034.89e-0222
GO:00020624ThyroidATCchondrocyte differentiation54/6293106/187231.67e-041.14e-0354
GO:00614484ThyroidATCconnective tissue development112/6293252/187232.08e-041.38e-03112
GO:00512163ThyroidATCcartilage development81/6293190/187235.70e-032.30e-0281
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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
TRPS1FIBBreastADJMT-CO3,GATA3,MT-CO2, etc.4.63e-02The 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.
TRPS1FIBBreastHealthyMT-CO3,GATA3,MT-CO2, etc.7.99e-02The 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.
TRPS1FIBBreastPrecancerMT-CO3,GATA3,MT-CO2, etc.5.77e-02The 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.
TRPS1CD8TEREXEndometriumAEHNAB1,MERTK,PTPRJ, etc.1.19e-01The 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.
TRPS1CD8TEREXEndometriumEECNAB1,MERTK,PTPRJ, etc.2.25e-01The 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.
TRPS1CAFLiverHCCMARCH1,TET3,LINC00278, etc.7.84e-02The 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.
TRPS1CAFLiverHealthyMARCH1,TET3,LINC00278, etc.5.40e-01The 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.
TRPS1HSCLiverHealthyMARCH1,TET3,LINC00278, etc.4.48e-03The 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.
TRPS1CAFLiverNAFLDMARCH1,TET3,LINC00278, etc.6.83e-01The 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.
TRPS1M2MACLungIACDPYD,PLXDC2,ARHGAP26, etc.1.19e-01The 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.
∗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
TRPS1SNVMissense_Mutationc.3052N>Ap.Glu1018Lysp.E1018KQ9UHF7protein_codingdeleterious(0.04)benign(0.172)TCGA-A2-A0EY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
TRPS1SNVMissense_Mutationc.3226G>Cp.Glu1076Glnp.E1076QQ9UHF7protein_codingdeleterious_low_confidence(0)probably_damaging(0.997)TCGA-A8-A06Q-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
TRPS1SNVMissense_Mutationc.1918N>Ap.Asp640Asnp.D640NQ9UHF7protein_codingdeleterious_low_confidence(0)probably_damaging(0.998)TCGA-A8-A08F-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
TRPS1SNVMissense_Mutationc.2684N>Ap.Ser895Tyrp.S895YQ9UHF7protein_codingdeleterious_low_confidence(0)probably_damaging(0.98)TCGA-A8-A090-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TRPS1SNVMissense_Mutationrs200964070c.310N>Tp.Pro104Serp.P104SQ9UHF7protein_codingtolerated_low_confidence(0.16)benign(0.022)TCGA-A8-A09Q-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
TRPS1SNVMissense_Mutationc.3181N>Tp.Asp1061Tyrp.D1061YQ9UHF7protein_codingdeleterious_low_confidence(0)possibly_damaging(0.858)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TRPS1SNVMissense_Mutationrs769392409c.1631N>Ap.Arg544Glnp.R544QQ9UHF7protein_codingdeleterious_low_confidence(0)probably_damaging(0.995)TCGA-AR-A24K-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelSD
TRPS1SNVMissense_Mutationc.2779G>Cp.Gly927Argp.G927RQ9UHF7protein_codingdeleterious(0)probably_damaging(1)TCGA-BH-A0BW-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyadriamycinCR
TRPS1SNVMissense_Mutationnovelc.2638C>Ap.Pro880Thrp.P880TQ9UHF7protein_codingtolerated_low_confidence(1)benign(0)TCGA-D8-A1XW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycin+cyclophosphamideSD
TRPS1SNVMissense_Mutationc.3841N>Gp.Arg1281Glyp.R1281GQ9UHF7protein_codingdeleterious_low_confidence(0)probably_damaging(0.996)TCGA-E2-A15D-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
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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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