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: HTR4

Gene summary for HTR4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HTR4

Gene ID

3360

Gene name5-hydroxytryptamine receptor 4
Gene Alias5-HT4
Cytomap5q32
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

A0A2D3FAF9


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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
3360HTR4HTA11_3410_2000001011HumanColorectumAD1.56e-33-9.50e-010.0155
3360HTR4HTA11_2487_2000001011HumanColorectumSER8.81e-11-7.42e-01-0.1808
3360HTR4HTA11_2951_2000001011HumanColorectumAD3.42e-02-8.07e-010.0216
3360HTR4HTA11_1938_2000001011HumanColorectumAD1.53e-12-8.73e-01-0.0811
3360HTR4HTA11_78_2000001011HumanColorectumAD2.52e-09-6.68e-01-0.1088
3360HTR4HTA11_411_2000001011HumanColorectumSER4.32e-02-9.10e-01-0.2602
3360HTR4HTA11_2112_2000001011HumanColorectumSER4.75e-03-8.90e-01-0.2196
3360HTR4HTA11_3361_2000001011HumanColorectumAD2.18e-13-8.54e-01-0.1207
3360HTR4HTA11_83_2000001011HumanColorectumSER3.41e-08-6.41e-01-0.1526
3360HTR4HTA11_696_2000001011HumanColorectumAD3.14e-30-7.60e-01-0.1464
3360HTR4HTA11_866_2000001011HumanColorectumAD3.44e-22-6.99e-01-0.1001
3360HTR4HTA11_2992_2000001011HumanColorectumSER5.13e-05-8.89e-01-0.1706
3360HTR4HTA11_5212_2000001011HumanColorectumAD2.10e-06-9.24e-01-0.2061
3360HTR4HTA11_7862_2000001011HumanColorectumAD2.55e-02-6.28e-01-0.0179
3360HTR4HTA11_866_3004761011HumanColorectumAD1.15e-16-7.50e-010.096
3360HTR4HTA11_4255_2000001011HumanColorectumSER2.42e-04-9.33e-010.0446
3360HTR4HTA11_8622_2000001021HumanColorectumSER9.46e-06-8.82e-010.0528
3360HTR4HTA11_7663_2000001011HumanColorectumSER1.45e-02-7.68e-010.0131
3360HTR4HTA11_10711_2000001011HumanColorectumAD1.69e-12-8.36e-010.0338
3360HTR4HTA11_7696_3000711011HumanColorectumAD2.63e-38-8.70e-010.0674
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal 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:0031667ColorectumADresponse to nutrient levels138/3918474/187231.22e-052.68e-04138
GO:00316671ColorectumSERresponse to nutrient levels106/2897474/187233.94e-051.00e-03106
GO:00316672ColorectumMSSresponse to nutrient levels125/3467474/187231.24e-052.88e-04125
GO:00316673ColorectumFAPresponse to nutrient levels95/2622474/187231.59e-042.43e-0395
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04024ColorectumFAPcAMP signaling pathway51/1404225/84651.02e-023.68e-022.24e-0251
hsa040241ColorectumFAPcAMP signaling pathway51/1404225/84651.02e-023.68e-022.24e-0251
hsa040242ColorectumCRCcAMP signaling pathway47/1091225/84654.57e-044.77e-033.23e-0347
hsa040243ColorectumCRCcAMP signaling pathway47/1091225/84654.57e-044.77e-033.23e-0347
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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
HTR4SNVMissense_Mutationrs764756332c.1238A>Cp.His413Prop.H413PQ13639protein_codingtolerated_low_confidence(0.21)benign(0.255)TCGA-A2-A0T2-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapyxelodaPD
HTR4SNVMissense_Mutationrs764756332c.1238N>Cp.His413Prop.H413PQ13639protein_codingtolerated_low_confidence(0.21)benign(0.255)TCGA-A2-A1FW-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
HTR4SNVMissense_Mutationrs763453342c.1129N>Ap.His377Asnp.H377NQ13639protein_codingtolerated_low_confidence(0.39)possibly_damaging(0.888)TCGA-OL-A6VO-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
HTR4insertionIn_Frame_Insnovelc.651_652insCCTTTGGAAp.Val217_Thr218insProLeuGlup.V217_T218insPLEQ13639protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HTR4deletionFrame_Shift_Delnovelc.648delNp.Tyr216Terp.Y216*Q13639protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
HTR4SNVMissense_Mutationrs140360260c.691C>Tp.Arg231Trpp.R231WQ13639protein_codingdeleterious(0)probably_damaging(0.994)TCGA-C5-A7UH-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
HTR4SNVMissense_Mutationnovelc.511G>Cp.Glu171Glnp.E171QQ13639protein_codingtolerated(0.27)benign(0.05)TCGA-C5-A902-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
HTR4SNVMissense_Mutationc.1018N>Gp.Leu340Valp.L340VQ13639protein_codingdeleterious(0.03)benign(0.103)TCGA-LP-A4AX-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
HTR4SNVMissense_Mutationrs186099216c.409C>Tp.Arg137Cysp.R137CQ13639protein_codingtolerated(0.14)probably_damaging(0.999)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
HTR4SNVMissense_Mutationrs201201172c.1084N>Ap.Val362Ilep.V362IQ13639protein_codingtolerated_low_confidence(0.18)benign(0.009)TCGA-AA-A01T-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
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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
3360HTR4DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORSB-207266A
3360HTR4DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORZOLMITRIPTANZOLMITRIPTAN
3360HTR4DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORagonist315661144PF-04995274
3360HTR4DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORagonist135650947
3360HTR4DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORantagonist135650983
3360HTR4DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORagonist135649998
3360HTR4DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORantagonist178100293
3360HTR4DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORpartial agonistCHEMBL1516474TEGASEROD MALEATE
3360HTR4DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORpartial agonistCHEMBL2027925CAPESEROD
3360HTR4DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORPRX-3140
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