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: MVK

Gene summary for MVK

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MVK

Gene ID

4598

Gene namemevalonate kinase
Gene AliasLRBP
Cytomap12q24.11
Gene Typeprotein-coding
GO ID

GO:0006066

UniProtAcc

B2RDU6


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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
4598MVKLZE7THumanEsophagusESCC3.02e-021.85e-010.0667
4598MVKLZE24THumanEsophagusESCC2.31e-051.95e-010.0596
4598MVKP1T-EHumanEsophagusESCC2.57e-062.49e-010.0875
4598MVKP2T-EHumanEsophagusESCC5.29e-193.44e-010.1177
4598MVKP4T-EHumanEsophagusESCC6.17e-144.22e-010.1323
4598MVKP5T-EHumanEsophagusESCC1.04e-193.46e-010.1327
4598MVKP8T-EHumanEsophagusESCC6.72e-265.38e-010.0889
4598MVKP10T-EHumanEsophagusESCC2.00e-214.53e-010.116
4598MVKP11T-EHumanEsophagusESCC1.62e-073.39e-010.1426
4598MVKP12T-EHumanEsophagusESCC1.32e-071.86e-010.1122
4598MVKP15T-EHumanEsophagusESCC4.00e-112.47e-010.1149
4598MVKP16T-EHumanEsophagusESCC6.57e-061.52e-010.1153
4598MVKP17T-EHumanEsophagusESCC3.62e-042.12e-010.1278
4598MVKP19T-EHumanEsophagusESCC4.38e-023.65e-010.1662
4598MVKP20T-EHumanEsophagusESCC2.12e-091.92e-010.1124
4598MVKP21T-EHumanEsophagusESCC4.85e-245.76e-010.1617
4598MVKP22T-EHumanEsophagusESCC1.52e-122.70e-010.1236
4598MVKP23T-EHumanEsophagusESCC5.69e-113.20e-010.108
4598MVKP24T-EHumanEsophagusESCC8.56e-041.72e-010.1287
4598MVKP26T-EHumanEsophagusESCC7.03e-183.90e-010.1276
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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
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
∗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:000616320Oral cavityOSCCpurine nucleotide metabolic process188/7305396/187233.31e-042.04e-03188
GO:0008299Oral cavityOSCCisoprenoid biosynthetic process20/730528/187235.13e-042.99e-0320
GO:00066945Oral cavityOSCCsteroid biosynthetic process89/7305173/187235.77e-043.30e-0389
GO:00082033Oral cavityOSCCcholesterol metabolic process72/7305137/187238.63e-044.55e-0372
GO:19016173Oral cavityOSCCorganic hydroxy compound biosynthetic process115/7305237/187231.73e-038.18e-03115
GO:00161253Oral cavityOSCCsterol metabolic process77/7305152/187232.26e-031.00e-0277
GO:00338654Oral cavityOSCCnucleoside bisphosphate metabolic process66/7305128/187232.58e-031.13e-0266
GO:00338754Oral cavityOSCCribonucleoside bisphosphate metabolic process66/7305128/187232.58e-031.13e-0266
GO:00340324Oral cavityOSCCpurine nucleoside bisphosphate metabolic process66/7305128/187232.58e-031.13e-0266
GO:00060842Oral cavityOSCCacetyl-CoA metabolic process22/730535/187233.65e-031.51e-0222
GO:00066445Oral cavityOSCCphospholipid metabolic process175/7305383/187234.21e-031.71e-02175
GO:00067203Oral cavityOSCCisoprenoid metabolic process59/7305116/187236.18e-032.33e-0259
GO:00066373Oral cavityOSCCacyl-CoA metabolic process50/730596/187236.24e-032.35e-0250
GO:00353833Oral cavityOSCCthioester metabolic process50/730596/187236.24e-032.35e-0250
GO:00082024Oral cavityOSCCsteroid metabolic process146/7305319/187237.78e-032.85e-02146
GO:000675319Oral cavityLPnucleoside phosphate metabolic process161/4623497/187235.31e-057.39e-04161
GO:0009117110Oral cavityLPnucleotide metabolic process158/4623489/187237.17e-059.49e-04158
GO:0019693110Oral cavityLPribose phosphate metabolic process128/4623396/187233.26e-043.28e-03128
GO:0072521110Oral cavityLPpurine-containing compound metabolic process130/4623416/187231.30e-031.05e-02130
GO:190265211Oral cavityLPsecondary alcohol metabolic process53/4623147/187231.35e-031.08e-0253
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa009005EsophagusESCCTerpenoid backbone biosynthesis20/420523/84652.14e-047.87e-044.03e-0420
hsa041467EsophagusESCCPeroxisome55/420582/84651.04e-033.27e-031.68e-0355
hsa0090012EsophagusESCCTerpenoid backbone biosynthesis20/420523/84652.14e-047.87e-044.03e-0420
hsa0414612EsophagusESCCPeroxisome55/420582/84651.04e-033.27e-031.68e-0355
hsa009004Oral cavityOSCCTerpenoid backbone biosynthesis19/370423/84651.55e-045.34e-042.72e-0419
hsa041466Oral cavityOSCCPeroxisome47/370482/84659.01e-032.01e-021.03e-0247
hsa0090011Oral cavityOSCCTerpenoid backbone biosynthesis19/370423/84651.55e-045.34e-042.72e-0419
hsa0414611Oral cavityOSCCPeroxisome47/370482/84659.01e-032.01e-021.03e-0247
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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
MVKSNVMissense_Mutationc.557A>Gp.Asn186Serp.N186SQ03426protein_codingdeleterious(0)probably_damaging(0.955)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MVKinsertionFrame_Shift_Insnovelc.585_586insTTCGAGACCAGCCTGTCCAATATGGTGAp.Ile196PhefsTer90p.I196Ffs*90Q03426protein_codingTCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
MVKSNVMissense_Mutationc.118N>Tp.Arg40Trpp.R40WQ03426protein_codingdeleterious(0.03)possibly_damaging(0.795)TCGA-AA-3818-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
MVKSNVMissense_Mutationc.293N>Tp.Pro98Leup.P98LQ03426protein_codingdeleterious(0.03)benign(0.021)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MVKSNVMissense_Mutationrs747116992c.449N>Tp.Ser150Leup.S150LQ03426protein_codingdeleterious(0)probably_damaging(0.991)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
MVKSNVMissense_Mutationrs371789705c.937N>Ap.Ala313Thrp.A313TQ03426protein_codingtolerated(0.3)benign(0)TCGA-CK-6746-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MVKSNVMissense_Mutationrs104895358c.1006G>Ap.Gly336Serp.G336SQ03426protein_codingdeleterious(0)probably_damaging(1)TCGA-CM-4746-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
MVKSNVMissense_Mutationrs778337320c.317N>Ap.Arg106Hisp.R106HQ03426protein_codingtolerated(0.25)benign(0)TCGA-EI-6513-01Colorectumrectum adenocarcinomaMale<65III/IVUnknownUnknownSD
MVKdeletionFrame_Shift_Delc.412delNp.Ala141ArgfsTer18p.A141Rfs*18Q03426protein_codingTCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MVKdeletionFrame_Shift_Delc.417delCp.Ala141ArgfsTer18p.A141Rfs*18Q03426protein_codingTCGA-AA-3710-01Colorectumcolon 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
4598MVKKINASE, ENZYMEinhibitor135651475
4598MVKKINASE, ENZYMEinhibitor135651486FARNESOL
4598MVKKINASE, ENZYMEalendronateALENDRONIC ACID25223561
4598MVKKINASE, ENZYMEinhibitor135651580
4598MVKKINASE, ENZYMEinhibitor135650252
4598MVKKINASE, ENZYMEinhibitor135651490
4598MVKKINASE, ENZYMEinhibitor135651491
4598MVKKINASE, ENZYMEinhibitor135651495
4598MVKKINASE, ENZYMEinhibitor135650204
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