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: IMPDH1

Gene summary for IMPDH1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IMPDH1

Gene ID

3614

Gene nameinosine monophosphate dehydrogenase 1
Gene AliasIMPD
Cytomap7q32.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

B3KRZ3


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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
3614IMPDH1LZE4THumanEsophagusESCC2.35e-071.92e-010.0811
3614IMPDH1LZE7THumanEsophagusESCC1.71e-052.75e-010.0667
3614IMPDH1LZE20THumanEsophagusESCC9.83e-052.01e-010.0662
3614IMPDH1LZE22D1HumanEsophagusHGIN1.81e-031.60e-010.0595
3614IMPDH1LZE22THumanEsophagusESCC2.98e-117.77e-010.068
3614IMPDH1LZE24THumanEsophagusESCC3.86e-144.58e-010.0596
3614IMPDH1LZE6THumanEsophagusESCC1.71e-042.66e-010.0845
3614IMPDH1P1T-EHumanEsophagusESCC1.81e-063.39e-010.0875
3614IMPDH1P2T-EHumanEsophagusESCC4.98e-101.62e-010.1177
3614IMPDH1P4T-EHumanEsophagusESCC1.01e-257.13e-010.1323
3614IMPDH1P5T-EHumanEsophagusESCC9.24e-244.98e-010.1327
3614IMPDH1P8T-EHumanEsophagusESCC5.63e-082.32e-010.0889
3614IMPDH1P9T-EHumanEsophagusESCC6.11e-195.96e-010.1131
3614IMPDH1P10T-EHumanEsophagusESCC1.20e-153.54e-010.116
3614IMPDH1P11T-EHumanEsophagusESCC3.12e-112.35e-010.1426
3614IMPDH1P12T-EHumanEsophagusESCC1.09e-205.65e-010.1122
3614IMPDH1P15T-EHumanEsophagusESCC1.29e-389.47e-010.1149
3614IMPDH1P16T-EHumanEsophagusESCC2.61e-113.05e-010.1153
3614IMPDH1P17T-EHumanEsophagusESCC1.12e-094.36e-010.1278
3614IMPDH1P19T-EHumanEsophagusESCC1.71e-071.16e+000.1662
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:000914419EsophagusHGINpurine nucleoside triphosphate metabolic process36/258788/187233.49e-103.05e-0836
GO:000914518EsophagusHGINpurine nucleoside triphosphate biosynthetic process31/258769/187233.51e-103.05e-0831
GO:000920618EsophagusHGINpurine ribonucleoside triphosphate biosynthetic process30/258768/187231.16e-099.27e-0830
GO:000920518EsophagusHGINpurine ribonucleoside triphosphate metabolic process33/258782/187233.10e-092.27e-0733
GO:000920117EsophagusHGINribonucleoside triphosphate biosynthetic process30/258774/187231.30e-088.15e-0730
GO:000914120EsophagusHGINnucleoside triphosphate metabolic process39/2587112/187231.56e-089.53e-0739
GO:000919917EsophagusHGINribonucleoside triphosphate metabolic process33/258789/187233.42e-081.97e-0633
GO:000914218EsophagusHGINnucleoside triphosphate biosynthetic process32/258785/187233.61e-082.04e-0632
GO:000915219EsophagusHGINpurine ribonucleotide biosynthetic process43/2587169/187233.94e-059.74e-0443
GO:004639019EsophagusHGINribose phosphate biosynthetic process46/2587190/187238.06e-051.79e-0346
GO:007252216EsophagusHGINpurine-containing compound biosynthetic process47/2587200/187231.46e-042.91e-0347
GO:000616416EsophagusHGINpurine nucleotide biosynthetic process45/2587191/187231.87e-043.52e-0345
GO:000926019EsophagusHGINribonucleotide biosynthetic process43/2587182/187232.41e-044.33e-0343
GO:000911720EsophagusHGINnucleotide metabolic process92/2587489/187231.11e-031.36e-0292
GO:00091659EsophagusHGINnucleotide biosynthetic process53/2587254/187231.24e-031.49e-0253
GO:000675320EsophagusHGINnucleoside phosphate metabolic process93/2587497/187231.25e-031.49e-0293
GO:19012939EsophagusHGINnucleoside phosphate biosynthetic process53/2587256/187231.49e-031.73e-0253
GO:000915026EsophagusHGINpurine ribonucleotide metabolic process71/2587368/187232.00e-032.11e-0271
GO:000616325EsophagusHGINpurine nucleotide metabolic process75/2587396/187232.53e-032.51e-0275
GO:001969320EsophagusHGINribose phosphate metabolic process75/2587396/187232.53e-032.51e-0275
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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
hsa012322LiverHCCNucleotide metabolism59/402085/84653.30e-051.88e-041.04e-0459
hsa009832LiverHCCDrug metabolism - other enzymes54/402080/84652.25e-041.09e-036.08e-0454
hsa012323LiverHCCNucleotide metabolism59/402085/84653.30e-051.88e-041.04e-0459
hsa009833LiverHCCDrug metabolism - other enzymes54/402080/84652.25e-041.09e-036.08e-0454
hsa012324Oral cavityOSCCNucleotide metabolism54/370485/84651.78e-045.95e-043.03e-0454
hsa0123211Oral cavityOSCCNucleotide metabolism54/370485/84651.78e-045.95e-043.03e-0454
hsa0123221Oral cavityLPNucleotide metabolism42/241885/84653.62e-052.36e-041.52e-0442
hsa0123231Oral cavityLPNucleotide metabolism42/241885/84653.62e-052.36e-041.52e-0442
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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
IMPDH1SNVMissense_Mutationnovelc.157G>Ap.Asp53Asnp.D53NP20839protein_codingtolerated_low_confidence(0.97)benign(0.003)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IMPDH1SNVMissense_Mutationc.410C>Ap.Thr137Asnp.T137NP20839protein_codingtolerated(0.07)benign(0.055)TCGA-AR-A0U2-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapytamoxiphenPD
IMPDH1SNVMissense_Mutationrs373444002c.1552G>Ap.Glu518Lysp.E518KP20839protein_codingdeleterious(0.01)possibly_damaging(0.871)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
IMPDH1SNVMissense_Mutationc.907N>Gp.Leu303Valp.L303VP20839protein_codingtolerated(0.07)possibly_damaging(0.773)TCGA-BH-A18V-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
IMPDH1insertionFrame_Shift_Insnovelc.170_171insTGGGGGTGGTCTGGGGGAATTAGp.Pro58GlyfsTer41p.P58Gfs*41P20839protein_codingTCGA-B6-A0RE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
IMPDH1SNVMissense_Mutationrs201071873c.737N>Ap.Arg246Glnp.R246QP20839protein_codingdeleterious(0.02)benign(0.426)TCGA-DS-A5RQ-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinCR
IMPDH1SNVMissense_Mutationrs773472205c.1318N>Tp.Arg440Trpp.R440WP20839protein_codingdeleterious(0.02)probably_damaging(0.931)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
IMPDH1SNVMissense_Mutationc.378N>Gp.Phe126Leup.F126LP20839protein_codingtolerated(0.07)benign(0.029)TCGA-JW-A5VJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
IMPDH1SNVMissense_Mutationrs756300430c.1351G>Ap.Gly451Serp.G451SP20839protein_codingdeleterious(0)probably_damaging(0.953)TCGA-VS-A94Z-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
IMPDH1SNVMissense_Mutationrs771930753c.661N>Tp.Arg221Trpp.R221WP20839protein_codingdeleterious(0.02)possibly_damaging(0.849)TCGA-AZ-4681-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
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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
3614IMPDH1ENZYME, DRUGGABLE GENOMERibavirinRIBAVIRIN
3614IMPDH1ENZYME, DRUGGABLE GENOMEUrea and carbamate bioisostere derivative 11
3614IMPDH1ENZYME, DRUGGABLE GENOMEPMID28074661-Compound-US20100022547C80
3614IMPDH1ENZYME, DRUGGABLE GENOMEPMID28074661-Compound-US20100022547C86
3614IMPDH1ENZYME, DRUGGABLE GENOMEPMID28074661-Compound-US20169447134C85
3614IMPDH1ENZYME, DRUGGABLE GENOMEMycophenolic acid/nucleotide derivative 6
3614IMPDH1ENZYME, DRUGGABLE GENOMEUrea and carbamate bioisostere derivative 15
3614IMPDH1ENZYME, DRUGGABLE GENOMEVX-944
3614IMPDH1ENZYME, DRUGGABLE GENOMEMercaptopurineMERCAPTOPURINE
3614IMPDH1ENZYME, DRUGGABLE GENOMEPMID28074661-Compound-US20128202889C90
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