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: TRH

Gene summary for TRH

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TRH

Gene ID

7200

Gene namethyrotropin releasing hormone
Gene AliasPro-TRH
Cytomap3q22.1
Gene Typeprotein-coding
GO ID

GO:0001666

UniProtAcc

P20396


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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
7200TRHGSM4909297HumanBreastIDC1.87e-247.14e-010.1517
7200TRHGSM4909320HumanBreastIDC2.92e-126.62e-010.1575
7200TRHM1HumanBreastIDC7.64e-092.28e-010.1577
7200TRHNCCBC2HumanBreastDCIS1.47e-181.16e+000.1554
7200TRHP1HumanBreastIDC4.28e-022.23e-010.1527
7200TRHAEH-subject3HumanEndometriumAEH2.81e-094.86e-01-0.2576
7200TRHAEH-subject4HumanEndometriumAEH1.44e-03-1.63e-01-0.2657
7200TRHAEH-subject5HumanEndometriumAEH1.88e-08-1.63e-01-0.2953
7200TRHEEC-subject1HumanEndometriumEEC4.07e-08-1.61e-01-0.2682
7200TRHEEC-subject2HumanEndometriumEEC1.32e-04-1.41e-01-0.2607
7200TRHEEC-subject4HumanEndometriumEEC4.07e-08-1.63e-01-0.2571
7200TRHGSM5276935HumanEndometriumEEC1.88e-08-1.63e-01-0.123
7200TRHGSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC6.26e-04-1.63e-01-0.1869
7200TRHGSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC3.37e-03-1.63e-01-0.1875
7200TRHGSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC3.64e-04-1.63e-01-0.1883
7200TRHGSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC1.88e-08-1.63e-01-0.1934
7200TRHGSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC4.01e-09-1.63e-01-0.1917
7200TRHGSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC3.40e-06-1.63e-01-0.1916
7200TRHGSM6177623_NYU_UCEC3_VisHumanEndometriumEEC4.07e-08-1.63e-01-0.1269
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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
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
∗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:004854514BreastIDCresponse to steroid hormone70/1434339/187231.34e-144.23e-1270
GO:007048214BreastIDCresponse to oxygen levels64/1434347/187233.45e-115.57e-0964
GO:003629314BreastIDCresponse to decreased oxygen levels60/1434322/187239.26e-111.25e-0860
GO:000166614BreastIDCresponse to hypoxia58/1434307/187231.09e-101.38e-0858
GO:003196013BreastIDCresponse to corticosteroid37/1434167/187233.10e-092.63e-0737
GO:005138413BreastIDCresponse to glucocorticoid32/1434148/187236.52e-084.07e-0632
GO:000926612BreastIDCresponse to temperature stimulus34/1434178/187235.88e-072.83e-0534
GO:190165414BreastIDCresponse to ketone33/1434194/187231.17e-053.13e-0433
GO:003428414BreastIDCresponse to monosaccharide36/1434225/187231.94e-054.83e-0436
GO:000974314BreastIDCresponse to carbohydrate38/1434253/187234.87e-051.07e-0338
GO:190495113BreastIDCpositive regulation of establishment of protein localization45/1434319/187235.01e-051.09e-0345
GO:000940912BreastIDCresponse to cold13/143449/187235.70e-051.20e-0313
GO:000974613BreastIDCresponse to hexose33/1434219/187231.39e-042.49e-0333
GO:009730514BreastIDCresponse to alcohol36/1434253/187232.29e-043.64e-0336
GO:005138511BreastIDCresponse to mineralocorticoid10/143436/187232.70e-044.18e-0310
GO:000974913BreastIDCresponse to glucose31/1434212/187233.75e-045.35e-0331
GO:005122213BreastIDCpositive regulation of protein transport40/1434303/187235.14e-046.70e-0340
GO:005070812BreastIDCregulation of protein secretion36/1434268/187236.93e-048.50e-0336
GO:005141211BreastIDCresponse to corticosterone7/143422/187239.31e-041.06e-027
GO:00432703BreastIDCpositive regulation of ion transport36/1434275/187231.11e-031.22e-0236
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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
TRHSNVMissense_Mutationrs767974066c.319N>Cp.Ala107Prop.A107PP20396protein_codingtolerated(0.18)possibly_damaging(0.9)TCGA-LL-A740-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
TRHdeletionFrame_Shift_Delc.313delNp.Ala107LeufsTer23p.A107Lfs*23P20396protein_codingTCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
TRHSNVMissense_Mutationc.177N>Gp.Ile59Metp.I59MP20396protein_codingdeleterious(0.01)benign(0.099)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
TRHinsertionFrame_Shift_Insrs770451471c.312_313insGp.Ala107GlyfsTer16p.A107Gfs*16P20396protein_codingTCGA-VS-A94Z-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TRHdeletionFrame_Shift_Delc.313delNp.Ala107LeufsTer23p.A107Lfs*23P20396protein_codingTCGA-VS-A9UJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
TRHSNVMissense_Mutationrs13306057c.7N>Ap.Gly3Serp.G3SP20396protein_codingtolerated(0.23)benign(0.001)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
TRHSNVMissense_Mutationrs756356142c.329C>Tp.Pro110Leup.P110LP20396protein_codingtolerated(1)benign(0.007)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
TRHSNVMissense_Mutationc.211N>Ap.Ala71Thrp.A71TP20396protein_codingtolerated(0.18)benign(0.09)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TRHSNVMissense_Mutationc.361G>Tp.Asp121Tyrp.D121YP20396protein_codingdeleterious(0)possibly_damaging(0.905)TCGA-AG-3892-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
TRHSNVMissense_Mutationnovelc.577N>Ap.Leu193Metp.L193MP20396protein_codingtolerated(0.09)possibly_damaging(0.588)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<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
7200TRHDRUGGABLE GENOMEERYTHRO4219111
7200TRHDRUGGABLE GENOME6-AMINONICOTINAMIDE6-AMINONICOTINAMIDE6240361
7200TRHDRUGGABLE GENOMEPHENYTOINPHENYTOIN6262046
7200TRHDRUGGABLE GENOMEKPS-0373ROVATIRELIN
7200TRHDRUGGABLE GENOMEVINBLASTINEVINBLASTINE6774314
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