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: SCTR

Gene summary for SCTR

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SCTR

Gene ID

6344

Gene namesecretin receptor
Gene AliasSR
Cytomap2q14.2
Gene Typeprotein-coding
GO ID

GO:0002021

UniProtAcc

P47872


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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
6344SCTRRNA-P25T1-P25T1-1HumanLungAIS3.24e-137.76e-01-0.2116
6344SCTRRNA-P25T1-P25T1-2HumanLungAIS5.19e-077.82e-01-0.1941
6344SCTRRNA-P25T1-P25T1-3HumanLungAIS1.07e-109.31e-01-0.2107
6344SCTRRNA-P25T1-P25T1-4HumanLungAIS4.16e-188.99e-01-0.2119
6344SCTRRNA-P6T2-P6T2-1HumanLungIAC1.82e-269.36e-01-0.0166
6344SCTRRNA-P6T2-P6T2-2HumanLungIAC7.46e-341.01e+00-0.0132
6344SCTRRNA-P6T2-P6T2-3HumanLungIAC3.47e-269.33e-01-0.013
6344SCTRRNA-P6T2-P6T2-4HumanLungIAC1.05e-299.75e-01-0.0121
6344SCTRRNA-P7T1-P7T1-1HumanLungAIS1.47e-111.00e+00-0.0961
6344SCTRRNA-P7T1-P7T1-2HumanLungAIS5.68e-149.44e-01-0.0876
6344SCTRRNA-P7T1-P7T1-3HumanLungAIS1.85e-089.04e-01-0.0822
6344SCTRRNA-P7T1-P7T1-4HumanLungAIS1.13e-098.45e-01-0.0809
6344SCTRRNA-P8T2-P8T2-3HumanLungAIS1.03e-031.15e+00-0.1284
6344SCTRHTA12-23-1HumanPancreasPDAC4.62e-077.50e-010.3405
6344SCTRHTA12-26-1HumanPancreasPDAC1.22e-033.14e-010.3728
6344SCTRHTA12-29-1HumanPancreasPDAC1.75e-276.32e-010.3722
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:00325357LungIACregulation of cellular component size65/2061383/187232.56e-044.26e-0365
GO:00316678LungIACresponse to nutrient levels76/2061474/187234.87e-047.08e-0376
GO:00083615LungIACregulation of cell size33/2061181/187232.47e-032.33e-0233
GO:003253513LungAISregulation of cellular component size56/1849383/187231.83e-032.05e-0256
GO:0030104LungAISwater homeostasis14/184964/187233.36e-033.20e-0214
GO:0019932LungAISsecond-messenger-mediated signaling46/1849312/187233.79e-033.52e-0246
GO:003166713LungAISresponse to nutrient levels64/1849474/187236.13e-034.98e-0264
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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
SCTSCTRSCT_SCTRSCTLungAAH
SCTSCTRSCT_SCTRSCTLungAIS
SCTSCTRSCT_SCTRSCTLungIAC
SCTSCTRSCT_SCTRSCTLungPrecancer
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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
SCTRinsertionNonsense_Mutationnovelc.579_580insCTTTGATGTCATGCTTTATACCACATGGTTGCAATp.Ile194LeufsTer2p.I194Lfs*2P47872protein_codingTCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
SCTRSNVMissense_Mutationrs779937018c.589N>Ap.Ala197Thrp.A197TP47872protein_codingtolerated(0.55)benign(0.313)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
SCTRSNVMissense_Mutationc.244N>Ap.Gly82Serp.G82SP47872protein_codingdeleterious(0.01)probably_damaging(0.973)TCGA-AA-3713-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPR
SCTRSNVMissense_Mutationc.404G>Ap.Arg135Glnp.R135QP47872protein_codingtolerated(0.98)benign(0.001)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SCTRSNVMissense_Mutationc.612N>Gp.Asp204Glup.D204EP47872protein_codingtolerated(0.54)benign(0.241)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
SCTRSNVMissense_Mutationnovelc.352A>Gp.Arg118Glyp.R118GP47872protein_codingtolerated(0.64)possibly_damaging(0.561)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SCTRSNVMissense_Mutationnovelc.160N>Gp.Thr54Alap.T54AP47872protein_codingtolerated(0.59)benign(0.001)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
SCTRSNVMissense_Mutationrs748166802c.521N>Ap.Arg174Hisp.R174HP47872protein_codingdeleterious(0.01)probably_damaging(1)TCGA-EI-6513-01Colorectumrectum adenocarcinomaMale<65III/IVUnknownUnknownSD
SCTRSNVMissense_Mutationrs762989197c.784N>Ap.Gly262Argp.G262RP47872protein_codingdeleterious(0)probably_damaging(1)TCGA-AJ-A3BG-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinPD
SCTRSNVMissense_Mutationrs762989197c.784N>Ap.Gly262Argp.G262RP47872protein_codingdeleterious(0)probably_damaging(1)TCGA-AJ-A3EL-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
6344SCTRG PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEagonist135651884SECRETIN
6344SCTRG PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMESECRETINSECRETIN
6344SCTRG PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEagonistCHEMBL1201488SECRETIN SYNTHETIC HUMAN
6344SCTRG PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEagonist135651911VASOACTIVE INTESTINAL PEPTIDE
6344SCTRG PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEagonistCHEMBL1201616SECRETIN SYNTHETIC PORCINE
6344SCTRG PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMESECRETINSECRETIN
6344SCTRG PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMESecretinSECRETIN
6344SCTRG PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEagonistCHEMBL3039582SECRETIN
6344SCTRG PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEantagonist178100608
6344SCTRG PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMERG1068
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