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: GUCY2C

Gene summary for GUCY2C

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GUCY2C

Gene ID

2984

Gene nameguanylate cyclase 2C
Gene AliasDIAR6
Cytomap12p12.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

P25092


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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
2984GUCY2CHTA11_3410_2000001011HumanColorectumAD1.53e-10-4.55e-010.0155
2984GUCY2CHTA11_347_2000001011HumanColorectumAD2.71e-024.43e-01-0.1954
2984GUCY2CHTA11_3361_2000001011HumanColorectumAD6.89e-06-5.33e-01-0.1207
2984GUCY2CHTA11_696_2000001011HumanColorectumAD2.29e-03-3.14e-01-0.1464
2984GUCY2CHTA11_99999970781_79442HumanColorectumMSS4.25e-06-3.40e-010.294
2984GUCY2CHTA11_99999965104_69814HumanColorectumMSS1.97e-035.58e-010.281
2984GUCY2CHTA11_99999974143_84620HumanColorectumMSS1.63e-04-3.95e-010.3005
2984GUCY2CF007HumanColorectumFAP2.47e-02-3.16e-010.1176
2984GUCY2CA001-C-207HumanColorectumFAP2.70e-04-2.92e-010.1278
2984GUCY2CA015-C-203HumanColorectumFAP1.13e-32-4.31e-01-0.1294
2984GUCY2CA015-C-204HumanColorectumFAP1.04e-07-4.28e-01-0.0228
2984GUCY2CA014-C-040HumanColorectumFAP1.58e-02-1.72e-02-0.1184
2984GUCY2CA002-C-201HumanColorectumFAP1.29e-11-3.27e-010.0324
2984GUCY2CA002-C-203HumanColorectumFAP2.43e-06-2.09e-010.2786
2984GUCY2CA001-C-119HumanColorectumFAP9.64e-06-3.97e-01-0.1557
2984GUCY2CA001-C-108HumanColorectumFAP3.28e-24-3.39e-01-0.0272
2984GUCY2CA002-C-205HumanColorectumFAP4.93e-24-5.61e-01-0.1236
2984GUCY2CA001-C-104HumanColorectumFAP4.42e-06-3.46e-010.0184
2984GUCY2CA015-C-006HumanColorectumFAP3.14e-16-5.25e-01-0.0994
2984GUCY2CA015-C-106HumanColorectumFAP5.00e-12-3.38e-01-0.0511
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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:0009150ColorectumADpurine ribonucleotide metabolic process142/3918368/187234.29e-151.17e-12142
GO:0006163ColorectumADpurine nucleotide metabolic process149/3918396/187231.08e-142.80e-12149
GO:0072521ColorectumADpurine-containing compound metabolic process153/3918416/187234.34e-141.01e-11153
GO:0009259ColorectumADribonucleotide metabolic process144/3918385/187235.25e-141.13e-11144
GO:0019693ColorectumADribose phosphate metabolic process145/3918396/187233.01e-135.71e-11145
GO:0009117ColorectumADnucleotide metabolic process168/3918489/187232.20e-123.36e-10168
GO:0006753ColorectumADnucleoside phosphate metabolic process169/3918497/187234.99e-126.98e-10169
GO:0009152ColorectumADpurine ribonucleotide biosynthetic process64/3918169/187233.09e-071.22e-0564
GO:0009636ColorectumADresponse to toxic substance88/3918262/187231.12e-063.72e-0588
GO:0009260ColorectumADribonucleotide biosynthetic process66/3918182/187231.25e-064.02e-0566
GO:0046390ColorectumADribose phosphate biosynthetic process67/3918190/187233.21e-069.05e-0567
GO:0006164ColorectumADpurine nucleotide biosynthetic process66/3918191/187238.22e-061.97e-0466
GO:0072522ColorectumADpurine-containing compound biosynthetic process68/3918200/187231.12e-052.55e-0468
GO:1901293ColorectumADnucleoside phosphate biosynthetic process80/3918256/187236.31e-051.05e-0380
GO:0009165ColorectumADnucleotide biosynthetic process79/3918254/187238.33e-051.30e-0379
GO:00061632ColorectumMSSpurine nucleotide metabolic process128/3467396/187232.04e-113.02e-09128
GO:00091502ColorectumMSSpurine ribonucleotide metabolic process121/3467368/187232.08e-113.02e-09121
GO:00725212ColorectumMSSpurine-containing compound metabolic process132/3467416/187234.13e-114.86e-09132
GO:00092592ColorectumMSSribonucleotide metabolic process123/3467385/187231.17e-101.20e-08123
GO:00196932ColorectumMSSribose phosphate metabolic process124/3467396/187234.11e-103.49e-08124
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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
GUCA2AGUCY2CGUCA2A_GUCY2CGUCACRCAD
GUCA2AGUCY2CGUCA2A_GUCY2CGUCACRCADJ
GUCA2BGUCY2CGUCA2B_GUCY2CGUCACRCADJ
GUCA2AGUCY2CGUCA2A_GUCY2CGUCACRCFAP
GUCA2AGUCY2CGUCA2A_GUCY2CGUCACRCHealthy
GUCA2AGUCY2CGUCA2A_GUCY2CGUCACRCMSS
GUCA2AGUCY2CGUCA2A_GUCY2CGUCACRCSER
GUCA2BGUCY2CGUCA2B_GUCY2CGUCACRCSER
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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
GUCY2CSNVMissense_Mutationc.1505G>Ap.Arg502Lysp.R502KP25092protein_codingtolerated(0.3)benign(0.053)TCGA-A2-A04W-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
GUCY2CSNVMissense_Mutationc.1645N>Tp.Gly549Cysp.G549CP25092protein_codingdeleterious(0)probably_damaging(1)TCGA-A2-A0EQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
GUCY2CSNVMissense_Mutationc.387N>Gp.Phe129Leup.F129LP25092protein_codingtolerated(0.07)possibly_damaging(0.676)TCGA-A8-A07I-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilCR
GUCY2CSNVMissense_Mutationc.1661N>Gp.Asp554Glyp.D554GP25092protein_codingdeleterious(0.01)probably_damaging(0.974)TCGA-A8-A08S-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
GUCY2CSNVMissense_Mutationnovelc.2336T>Cp.Val779Alap.V779AP25092protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AC-A62V-01Breastbreast invasive carcinomaMale<65III/IVTargeted Molecular therapydenosumabPD
GUCY2CSNVMissense_Mutationnovelc.2318N>Ap.Arg773Glnp.R773QP25092protein_codingdeleterious(0.02)possibly_damaging(0.769)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GUCY2CSNVMissense_Mutationc.2797G>Ap.Val933Metp.V933MP25092protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GUCY2CSNVMissense_Mutationc.690G>Tp.Lys230Asnp.K230NP25092protein_codingtolerated(0.16)benign(0.049)TCGA-AQ-A0Y5-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycytoxanSD
GUCY2CSNVMissense_Mutationnovelc.362N>Tp.Gly121Valp.G121VP25092protein_codingdeleterious(0)probably_damaging(1)TCGA-B6-A40B-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GUCY2CSNVMissense_Mutationnovelc.601G>Ap.Asp201Asnp.D201NP25092protein_codingtolerated(0.1)possibly_damaging(0.719)TCGA-BH-A1EW-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
2984GUCY2CDRUGGABLE GENOME, KINASEagonist178101714LINACLOTIDE
2984GUCY2CDRUGGABLE GENOME, KINASEagonist178101551
2984GUCY2CDRUGGABLE GENOME, KINASEagonist374883898DOLCANATIDE
2984GUCY2CDRUGGABLE GENOME, KINASESP-333DOLCANATIDE
2984GUCY2CDRUGGABLE GENOME, KINASEagonistCHEMBL3301675LINACLOTIDE
2984GUCY2CDRUGGABLE GENOME, KINASEantibody252827376
2984GUCY2CDRUGGABLE GENOME, KINASEPLECANATIDEPLECANATIDE
2984GUCY2CDRUGGABLE GENOME, KINASEMLN0264INDUSATUMAB VEDOTIN
2984GUCY2CDRUGGABLE GENOME, KINASEMD-1100LINACLOTIDE
2984GUCY2CDRUGGABLE GENOME, KINASEISIS-GCCRrx
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