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: GUCY1A1

Gene summary for GUCY1A1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GUCY1A1

Gene ID

2982

Gene nameguanylate cyclase 1 soluble subunit alpha 1
Gene AliasGC-S-alpha-1
Cytomap4q32.1
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

Q02108


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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
2982GUCY1A1TD9HumanLungIAC2.13e-035.46e-010.088
2982GUCY1A1RNA-P10T2-P10T2-3HumanLungAAH1.22e-025.07e-01-0.1408
2982GUCY1A1RNA-P17T-P17T-4HumanLungIAC4.71e-024.72e-010.343
2982GUCY1A1RNA-P17T-P17T-6HumanLungIAC1.48e-036.23e-010.3385
2982GUCY1A1RNA-P25T1-P25T1-1HumanLungAIS1.19e-156.48e-01-0.2116
2982GUCY1A1RNA-P25T1-P25T1-4HumanLungAIS2.01e-095.23e-01-0.2119
2982GUCY1A1RNA-P3T-P3T-1HumanLungIAC1.03e-033.90e-010.1829
2982GUCY1A1RNA-P3T-P3T-2HumanLungIAC1.31e-023.74e-010.1835
2982GUCY1A1RNA-P3T-P3T-4HumanLungIAC2.70e-043.74e-010.1859
2982GUCY1A1RNA-P6T2-P6T2-1HumanLungIAC2.53e-247.14e-01-0.0166
2982GUCY1A1RNA-P6T2-P6T2-2HumanLungIAC2.14e-216.51e-01-0.0132
2982GUCY1A1RNA-P6T2-P6T2-3HumanLungIAC1.09e-257.09e-01-0.013
2982GUCY1A1RNA-P6T2-P6T2-4HumanLungIAC3.41e-165.69e-01-0.0121
2982GUCY1A1RNA-P7T1-P7T1-1HumanLungAIS2.37e-023.46e-01-0.0961
2982GUCY1A1RNA-P7T1-P7T1-2HumanLungAIS2.28e-044.48e-01-0.0876
2982GUCY1A1RNA-P7T1-P7T1-3HumanLungAIS1.74e-034.74e-01-0.0822
2982GUCY1A1RNA-P7T1-P7T1-4HumanLungAIS4.67e-044.54e-01-0.0809
2982GUCY1A1HTA12-23-1HumanPancreasPDAC1.63e-046.16e-010.3405
2982GUCY1A1HTA12-26-1HumanPancreasPDAC2.20e-044.35e-010.3728
2982GUCY1A1HTA12-29-1HumanPancreasPDAC5.64e-256.28e-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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid 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:00091508LungIACpurine ribonucleotide metabolic process61/2061368/187237.24e-049.60e-0361
GO:00091527LungIACpurine ribonucleotide biosynthetic process33/2061169/187237.51e-049.82e-0333
GO:00725218LungIACpurine-containing compound metabolic process67/2061416/187239.03e-041.11e-0267
GO:00030124LungIACmuscle system process71/2061452/187231.29e-031.45e-0271
GO:00092597LungIACribonucleotide metabolic process62/2061385/187231.38e-031.53e-0262
GO:00061638LungIACpurine nucleotide metabolic process63/2061396/187231.72e-031.78e-0263
GO:00902577LungIACregulation of muscle system process43/2061252/187232.35e-032.28e-0243
GO:00092606LungIACribonucleotide biosynthetic process33/2061182/187232.71e-032.48e-0233
GO:00196937LungIACribose phosphate metabolic process62/2061396/187232.72e-032.49e-0262
GO:00061646LungIACpurine nucleotide biosynthetic process34/2061191/187233.21e-032.78e-0234
GO:00725226LungIACpurine-containing compound biosynthetic process35/2061200/187233.75e-033.14e-0235
GO:00463906LungIACribose phosphate biosynthetic process33/2061190/187235.39e-034.04e-0233
GO:000915013LungAISpurine ribonucleotide metabolic process58/1849368/187232.33e-044.68e-0358
GO:000925913LungAISribonucleotide metabolic process59/1849385/187234.36e-047.41e-0359
GO:000616313LungAISpurine nucleotide metabolic process59/1849396/187238.91e-041.20e-0259
GO:001969313LungAISribose phosphate metabolic process59/1849396/187238.91e-041.20e-0259
GO:007252113LungAISpurine-containing compound metabolic process61/1849416/187231.10e-031.42e-0261
GO:000915213LungAISpurine ribonucleotide biosynthetic process29/1849169/187232.24e-032.38e-0229
GO:000301211LungAISmuscle system process63/1849452/187233.18e-033.05e-0263
GO:0019932LungAISsecond-messenger-mediated signaling46/1849312/187233.79e-033.52e-0246
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04921LungIACOxytocin signaling pathway33/1053154/84651.09e-037.82e-035.19e-0333
hsa046114LungIACPlatelet activation27/1053124/84652.34e-031.23e-028.14e-0327
hsa049211LungIACOxytocin signaling pathway33/1053154/84651.09e-037.82e-035.19e-0333
hsa0461112LungIACPlatelet activation27/1053124/84652.34e-031.23e-028.14e-0327
hsa049212LungAISOxytocin signaling pathway34/961154/84659.12e-051.18e-037.57e-0434
hsa0461121LungAISPlatelet activation26/961124/84651.33e-039.38e-036.00e-0326
hsa049213LungAISOxytocin signaling pathway34/961154/84659.12e-051.18e-037.57e-0434
hsa046113LungAISPlatelet activation26/961124/84651.33e-039.38e-036.00e-0326
hsa049214LungAAHOxytocin signaling pathway17/348154/84651.87e-048.70e-036.99e-0317
hsa049215LungAAHOxytocin signaling pathway17/348154/84651.87e-048.70e-036.99e-0317
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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
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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
2982GUCY1A1ENZYME, DRUGGABLE GENOMEactivatorCHEMBL730NITROGLYCERIN
2982GUCY1A1ENZYME, DRUGGABLE GENOMEactivatorCHEMBL136478SODIUM NITROPRUSSIDE
2982GUCY1A1ENZYME, DRUGGABLE GENOMEactivatorCHEMBL6622ISOSORBIDE DINITRATE
2982GUCY1A1ENZYME, DRUGGABLE GENOMEactivatorCHEMBL1311ISOSORBIDE MONONITRATE
2982GUCY1A1ENZYME, DRUGGABLE GENOMEactivatorCHEMBL1200689NITRIC OXIDE
2982GUCY1A1ENZYME, DRUGGABLE GENOMERIOCIGUATRIOCIGUAT
2982GUCY1A1ENZYME, DRUGGABLE GENOMEpositive modulatorCHEMBL2107834RIOCIGUAT
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