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: GMPR

Gene summary for GMPR

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GMPR

Gene ID

2766

Gene nameguanosine monophosphate reductase
Gene AliasGMPR 1
Cytomap6p22.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

P36959


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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
2766GMPRHTA11_696_2000001011HumanColorectumAD1.80e-052.11e-01-0.1464
2766GMPRHTA11_1391_2000001011HumanColorectumAD1.82e-043.06e-01-0.059
2766GMPRHTA11_866_3004761011HumanColorectumAD8.51e-073.00e-010.096
2766GMPRHTA11_4255_2000001011HumanColorectumSER4.56e-034.73e-010.0446
2766GMPRHTA11_10711_2000001011HumanColorectumAD2.10e-042.80e-010.0338
2766GMPRHTA11_7696_3000711011HumanColorectumAD8.75e-154.20e-010.0674
2766GMPRHTA11_99999970781_79442HumanColorectumMSS1.47e-641.27e+000.294
2766GMPRHTA11_99999965062_69753HumanColorectumMSI-H5.53e-061.20e+000.3487
2766GMPRHTA11_99999965104_69814HumanColorectumMSS2.87e-063.72e-010.281
2766GMPRHTA11_99999971662_82457HumanColorectumMSS4.82e-093.25e-010.3859
2766GMPRCRC-3-11773HumanColorectumCRC1.08e-053.65e-010.2564
2766GMPRP2T-EHumanEsophagusESCC5.30e-531.12e+000.1177
2766GMPRP10T-EHumanEsophagusESCC2.83e-022.15e-020.116
2766GMPRP16T-EHumanEsophagusESCC1.34e-071.22e-010.1153
2766GMPRP24T-EHumanEsophagusESCC2.50e-072.26e-010.1287
2766GMPRP26T-EHumanEsophagusESCC8.67e-031.17e-010.1276
2766GMPRP27T-EHumanEsophagusESCC1.41e-021.60e-010.1055
2766GMPRP31T-EHumanEsophagusESCC5.62e-061.26e-010.1251
2766GMPRP37T-EHumanEsophagusESCC7.77e-038.01e-020.1371
2766GMPRP40T-EHumanEsophagusESCC1.22e-053.37e-010.109
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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
EsophagusThe 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.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
∗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:00091125SkincSCCnucleobase metabolic process16/486434/187236.47e-033.15e-0216
GO:001969327ThyroidPTCribose phosphate metabolic process176/5968396/187238.28e-081.70e-06176
GO:000915028ThyroidPTCpurine ribonucleotide metabolic process165/5968368/187231.03e-072.05e-06165
GO:007252127ThyroidPTCpurine-containing compound metabolic process182/5968416/187231.92e-073.51e-06182
GO:000925927ThyroidPTCribonucleotide metabolic process170/5968385/187232.32e-074.08e-06170
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:000912614ThyroidPTCpurine nucleoside monophosphate metabolic process25/596844/187235.43e-043.48e-0325
GO:000916710ThyroidPTCpurine ribonucleoside monophosphate metabolic process23/596841/187231.14e-036.65e-0323
GO:00091236ThyroidPTCnucleoside monophosphate metabolic process35/596876/187236.68e-032.89e-0235
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:000912615ThyroidATCpurine nucleoside monophosphate metabolic process25/629344/187231.30e-036.82e-0325
GO:000916713ThyroidATCpurine ribonucleoside monophosphate metabolic process23/629341/187232.53e-031.16e-0223
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa012325EsophagusESCCNucleotide metabolism59/420585/84651.67e-046.58e-043.37e-0459
hsa0123212EsophagusESCCNucleotide metabolism59/420585/84651.67e-046.58e-043.37e-0459
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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
GMPRSNVMissense_Mutationc.925N>Gp.Leu309Valp.L309VP36959protein_codingdeleterious(0.05)possibly_damaging(0.778)TCGA-A2-A0EQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
GMPRdeletionFrame_Shift_Delnovelc.262delNp.Phe88LeufsTer12p.F88Lfs*12P36959protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
GMPRSNVMissense_Mutationc.896G>Cp.Gly299Alap.G299AP36959protein_codingdeleterious(0)probably_damaging(1)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
GMPRSNVMissense_Mutationnovelc.80N>Cp.Arg27Prop.R27PP36959protein_codingdeleterious(0.01)probably_damaging(0.992)TCGA-VS-A8EI-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GMPRSNVMissense_Mutationc.157N>Ap.Ala53Thrp.A53TP36959protein_codingdeleterious(0.03)probably_damaging(0.923)TCGA-AA-3821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
GMPRSNVMissense_Mutationrs771113752c.1027G>Ap.Val343Metp.V343MP36959protein_codingtolerated(0.12)benign(0.045)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
GMPRSNVMissense_Mutationrs372790288c.116N>Ap.Arg39Glnp.R39QP36959protein_codingtolerated(0.08)benign(0.21)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
GMPRSNVMissense_Mutationrs138267551c.110N>Tp.Thr37Metp.T37MP36959protein_codingdeleterious(0.01)possibly_damaging(0.673)TCGA-CM-6162-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinSD
GMPRSNVMissense_Mutationrs140300479c.424N>Ap.Val142Metp.V142MP36959protein_codingdeleterious(0)probably_damaging(0.918)TCGA-F4-6806-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyirinotecanPD
GMPRSNVMissense_Mutationrs768978971c.668N>Tp.Thr223Metp.T223MP36959protein_codingdeleterious(0.01)possibly_damaging(0.843)TCGA-AG-A02N-01Colorectumrectum adenocarcinomaMale>=65I/IIChemotherapyfolinicCR
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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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