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: GUCY1B1

Gene summary for GUCY1B1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GUCY1B1

Gene ID

2983

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

GO:0003008

UniProtAcc

Q02153


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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
2983GUCY1B1S027HumanLiverHCC2.14e-116.95e-010.2446
2983GUCY1B1S028HumanLiverHCC1.99e-266.99e-010.2503
2983GUCY1B1S029HumanLiverHCC1.87e-164.13e-010.2581
2983GUCY1B1male-WTAHumanThyroidPTC2.43e-038.42e-020.1037
2983GUCY1B1PTC06HumanThyroidPTC1.97e-051.74e-010.2057
2983GUCY1B1ATC13HumanThyroidATC2.82e-215.12e-010.34
2983GUCY1B1ATC5HumanThyroidATC4.60e-305.89e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
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:000616327ThyroidPTCpurine nucleotide metabolic process170/5968396/187232.02e-062.75e-05170
GO:000675325ThyroidPTCnucleoside phosphate metabolic process205/5968497/187235.24e-066.35e-05205
GO:000911725ThyroidPTCnucleotide metabolic process202/5968489/187235.46e-066.60e-05202
GO:000915224ThyroidPTCpurine ribonucleotide biosynthetic process78/5968169/187236.88e-056.01e-0478
GO:004639024ThyroidPTCribose phosphate biosynthetic process85/5968190/187231.30e-041.03e-0385
GO:000926024ThyroidPTCribonucleotide biosynthetic process81/5968182/187232.27e-041.65e-0381
GO:007252219ThyroidPTCpurine-containing compound biosynthetic process86/5968200/187235.85e-043.72e-0386
GO:000616419ThyroidPTCpurine nucleotide biosynthetic process81/5968191/187231.35e-037.65e-0381
GO:0071241110ThyroidPTCcellular response to inorganic substance92/5968226/187233.01e-031.49e-0292
GO:001969328ThyroidATCribose phosphate metabolic process184/6293396/187235.87e-081.05e-06184
GO:000915029ThyroidATCpurine ribonucleotide metabolic process172/6293368/187239.58e-081.64e-06172
GO:000925928ThyroidATCribonucleotide metabolic process178/6293385/187231.47e-072.39e-06178
GO:007252128ThyroidATCpurine-containing compound metabolic process189/6293416/187232.83e-074.29e-06189
GO:0006753111ThyroidATCnucleoside phosphate metabolic process219/6293497/187235.92e-078.29e-06219
GO:0009117112ThyroidATCnucleotide metabolic process215/6293489/187239.09e-071.20e-05215
GO:000616328ThyroidATCpurine nucleotide metabolic process177/6293396/187232.39e-062.82e-05177
GO:000915225ThyroidATCpurine ribonucleotide biosynthetic process84/6293169/187231.05e-051.04e-0484
GO:004639025ThyroidATCribose phosphate biosynthetic process92/6293190/187231.57e-051.46e-0492
GO:000926025ThyroidATCribonucleotide biosynthetic process88/6293182/187232.55e-052.20e-0488
GO:007252223ThyroidATCpurine-containing compound biosynthetic process92/6293200/187231.74e-041.18e-0392
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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
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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
2983GUCY1B1DRUGGABLE GENOMEpositive modulatorCHEMBL2107834RIOCIGUAT
2983GUCY1B1DRUGGABLE GENOMEactivatorCHEMBL136478SODIUM NITROPRUSSIDE
2983GUCY1B1DRUGGABLE GENOMEactivatorCHEMBL1200689NITRIC OXIDE
2983GUCY1B1DRUGGABLE GENOMERIOCIGUATRIOCIGUAT
2983GUCY1B1DRUGGABLE GENOMEactivatorCHEMBL6622ISOSORBIDE DINITRATE
2983GUCY1B1DRUGGABLE GENOMECinaciguatCINACIGUAT
2983GUCY1B1DRUGGABLE GENOMEactivatorCHEMBL1311ISOSORBIDE MONONITRATE
2983GUCY1B1DRUGGABLE GENOMEVericigiuat
2983GUCY1B1DRUGGABLE GENOMEactivatorCHEMBL730NITROGLYCERIN
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