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: CADPS

Gene summary for CADPS

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CADPS

Gene ID

8618

Gene namecalcium dependent secretion activator
Gene AliasCADPS1
Cytomap3p14.2
Gene Typeprotein-coding
GO ID

GO:0001505

UniProtAcc

Q9ULU8


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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
8618CADPSHTA11_3410_2000001011HumanColorectumAD3.40e-124.17e-010.0155
8618CADPSHTA11_2951_2000001011HumanColorectumAD2.55e-067.51e-010.0216
8618CADPSHTA11_1938_2000001011HumanColorectumAD1.39e-471.70e+00-0.0811
8618CADPSHTA11_78_2000001011HumanColorectumAD4.90e-301.29e+00-0.1088
8618CADPSHTA11_3361_2000001011HumanColorectumAD2.28e-064.84e-01-0.1207
8618CADPSHTA11_696_2000001011HumanColorectumAD9.47e-217.07e-01-0.1464
8618CADPSHTA11_866_2000001011HumanColorectumAD1.65e-156.05e-01-0.1001
8618CADPSHTA11_1391_2000001011HumanColorectumAD5.70e-421.71e+00-0.059
8618CADPSHTA11_866_3004761011HumanColorectumAD6.06e-073.08e-010.096
8618CADPSHTA11_10711_2000001011HumanColorectumAD8.95e-115.54e-010.0338
8618CADPSHTA11_7696_3000711011HumanColorectumAD7.11e-164.85e-010.0674
8618CADPSHTA11_6818_2000001011HumanColorectumAD5.17e-044.92e-010.0112
8618CADPSHTA11_6818_2000001021HumanColorectumAD4.00e-229.66e-010.0588
8618CADPSHTA11_99999971662_82457HumanColorectumMSS2.20e-134.89e-010.3859
8618CADPSHTA11_99999973899_84307HumanColorectumMSS9.55e-146.63e-010.2585
8618CADPSF007HumanColorectumFAP1.47e-189.10e-010.1176
8618CADPSA002-C-010HumanColorectumFAP2.31e-206.60e-010.242
8618CADPSA001-C-207HumanColorectumFAP5.37e-136.89e-010.1278
8618CADPSA015-C-204HumanColorectumFAP1.15e-044.61e-01-0.0228
8618CADPSA002-C-201HumanColorectumFAP3.62e-167.15e-010.0324
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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:00171574CervixCCregulation of exocytosis39/2311202/187232.90e-031.93e-0239
GO:00068873CervixCCexocytosis59/2311352/187238.74e-034.48e-0259
GO:0045921ColorectumADpositive regulation of exocytosis33/391886/187231.58e-042.20e-0333
GO:0051047ColorectumADpositive regulation of secretion90/3918310/187234.11e-044.66e-0390
GO:1903532ColorectumADpositive regulation of secretion by cell82/3918282/187236.85e-047.00e-0382
GO:0006887ColorectumADexocytosis96/3918352/187232.48e-031.90e-0296
GO:0017157ColorectumADregulation of exocytosis59/3918202/187233.20e-032.36e-0259
GO:0099003ColorectumADvesicle-mediated transport in synapse57/3918200/187236.53e-034.06e-0257
GO:00459211ColorectumSERpositive regulation of exocytosis25/289786/187239.88e-041.17e-0225
GO:00068871ColorectumSERexocytosis75/2897352/187232.05e-032.03e-0275
GO:00510471ColorectumSERpositive regulation of secretion65/2897310/187235.71e-034.19e-0265
GO:00171571ColorectumSERregulation of exocytosis45/2897202/187236.46e-034.63e-0245
GO:19035321ColorectumMSSpositive regulation of secretion by cell74/3467282/187237.93e-048.36e-0374
GO:00510472ColorectumMSSpositive regulation of secretion80/3467310/187238.55e-048.75e-0380
GO:00990031ColorectumMSSvesicle-mediated transport in synapse54/3467200/187231.94e-031.67e-0254
GO:00459212ColorectumMSSpositive regulation of exocytosis27/346786/187232.76e-032.17e-0227
GO:0099504ColorectumMSSsynaptic vesicle cycle48/3467181/187234.85e-033.39e-0248
GO:00990032ColorectumFAPvesicle-mediated transport in synapse51/2622200/187231.09e-053.08e-0451
GO:00995041ColorectumFAPsynaptic vesicle cycle45/2622181/187236.73e-051.28e-0345
GO:0023061ColorectumFAPsignal release94/2622463/187231.06e-041.76e-0394
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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
CADPSSNVMissense_Mutationnovelc.3511G>Ap.Glu1171Lysp.E1171KQ9ULU8protein_codingdeleterious(0.02)probably_damaging(0.98)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
CADPSSNVMissense_Mutationrs755694732c.3902N>Ap.Arg1301Glnp.R1301QQ9ULU8protein_codingtolerated(0.05)probably_damaging(0.978)TCGA-A2-A0ER-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
CADPSSNVMissense_Mutationc.3309N>Cp.Met1103Ilep.M1103IQ9ULU8protein_codingdeleterious(0)possibly_damaging(0.885)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CADPSSNVMissense_Mutationrs772497329c.3956N>Ap.Arg1319Glnp.R1319QQ9ULU8protein_codingtolerated(0.33)probably_damaging(0.978)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CADPSSNVMissense_Mutationc.3748N>Ap.Glu1250Lysp.E1250KQ9ULU8protein_codingdeleterious(0)possibly_damaging(0.86)TCGA-AN-A0XW-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
CADPSSNVMissense_Mutationrs751860249c.3742N>Ap.Val1248Ilep.V1248IQ9ULU8protein_codingtolerated(0.46)benign(0.003)TCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CADPSSNVMissense_Mutationc.1949N>Tp.Ala650Valp.A650VQ9ULU8protein_codingdeleterious(0.03)probably_damaging(0.985)TCGA-B6-A0RQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CADPSSNVMissense_Mutationrs774706010c.767N>Tp.Ala256Valp.A256VQ9ULU8protein_codingtolerated(0.23)benign(0.026)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CADPSSNVMissense_Mutationnovelc.1841N>Gp.Leu614Argp.L614RQ9ULU8protein_codingdeleterious(0)probably_damaging(0.989)TCGA-BH-A18K-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
CADPSSNVMissense_Mutationc.2948N>Cp.Arg983Thrp.R983TQ9ULU8protein_codingdeleterious(0)benign(0.162)TCGA-BH-A18P-01Breastbreast invasive 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
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