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: OPLAH

Gene summary for OPLAH

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

OPLAH

Gene ID

26873

Gene name5-oxoprolinase, ATP-hydrolysing
Gene Alias5-Opase
Cytomap8q24.3
Gene Typeprotein-coding
GO ID

GO:0006518

UniProtAcc

O14841


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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
26873OPLAHLZE24THumanEsophagusESCC1.27e-061.48e-010.0596
26873OPLAHP1T-EHumanEsophagusESCC2.56e-052.80e-010.0875
26873OPLAHP2T-EHumanEsophagusESCC4.59e-071.01e-010.1177
26873OPLAHP4T-EHumanEsophagusESCC5.63e-031.13e-010.1323
26873OPLAHP5T-EHumanEsophagusESCC2.88e-099.76e-020.1327
26873OPLAHP8T-EHumanEsophagusESCC1.01e-101.01e-010.0889
26873OPLAHP9T-EHumanEsophagusESCC1.48e-081.66e-010.1131
26873OPLAHP10T-EHumanEsophagusESCC1.66e-023.38e-020.116
26873OPLAHP12T-EHumanEsophagusESCC6.86e-213.99e-010.1122
26873OPLAHP15T-EHumanEsophagusESCC1.03e-051.42e-010.1149
26873OPLAHP16T-EHumanEsophagusESCC4.19e-253.34e-010.1153
26873OPLAHP20T-EHumanEsophagusESCC2.97e-061.56e-010.1124
26873OPLAHP21T-EHumanEsophagusESCC1.85e-183.14e-010.1617
26873OPLAHP22T-EHumanEsophagusESCC6.33e-107.34e-020.1236
26873OPLAHP23T-EHumanEsophagusESCC1.48e-021.25e-010.108
26873OPLAHP24T-EHumanEsophagusESCC3.50e-027.63e-020.1287
26873OPLAHP26T-EHumanEsophagusESCC1.38e-061.09e-010.1276
26873OPLAHP27T-EHumanEsophagusESCC1.78e-039.46e-020.1055
26873OPLAHP28T-EHumanEsophagusESCC1.12e-122.30e-010.1149
26873OPLAHP30T-EHumanEsophagusESCC1.51e-072.26e-010.137
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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
∗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:00067906EsophagusESCCsulfur compound metabolic process201/8552339/187232.64e-073.94e-06201
GO:00065757EsophagusESCCcellular modified amino acid metabolic process112/8552188/187238.31e-056.06e-04112
GO:000674912EsophagusESCCglutathione metabolic process42/855264/187231.01e-035.12e-0342
GO:000679021LiverHCCsulfur compound metabolic process212/7958339/187235.60e-143.39e-12212
GO:000657521LiverHCCcellular modified amino acid metabolic process119/7958188/187236.47e-091.67e-07119
GO:000674911LiverHCCglutathione metabolic process44/795864/187231.95e-052.09e-0444
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0048018EsophagusESCCGlutathione metabolism44/420557/84651.81e-059.03e-054.63e-0544
hsa0048019EsophagusESCCGlutathione metabolism44/420557/84651.81e-059.03e-054.63e-0544
hsa0048022LiverHCCGlutathione metabolism42/402057/84655.00e-052.62e-041.46e-0442
hsa0048032LiverHCCGlutathione metabolism42/402057/84655.00e-052.62e-041.46e-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
OPLAHSNVMissense_Mutationnovelc.3053N>Gp.Pro1018Argp.P1018RO14841protein_codingtolerated(0.08)benign(0.297)TCGA-A2-A0YT-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyarimidexSD
OPLAHSNVMissense_Mutationrs372767256c.2265C>Gp.Ile755Metp.I755MO14841protein_codingtolerated(0.07)possibly_damaging(0.878)TCGA-BH-A18V-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
OPLAHSNVMissense_Mutationnovelc.3046N>Tp.Thr1016Serp.T1016SO14841protein_codingtolerated(0.17)benign(0.018)TCGA-C8-A275-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
OPLAHdeletionFrame_Shift_Delnovelc.2001delTp.Phe667LeufsTer45p.F667Lfs*45O14841protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
OPLAHSNVMissense_Mutationnovelc.3479N>Ap.Arg1160Hisp.R1160HO14841protein_codingtolerated(0.27)possibly_damaging(0.836)TCGA-C5-A1MF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
OPLAHSNVMissense_Mutationnovelc.974A>Cp.Tyr325Serp.Y325SO14841protein_codingdeleterious(0)probably_damaging(0.969)TCGA-C5-A901-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
OPLAHSNVMissense_Mutationnovelc.217N>Tp.His73Tyrp.H73YO14841protein_codingtolerated(0.3)benign(0)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
OPLAHSNVMissense_Mutationnovelc.1493N>Tp.Ala498Valp.A498VO14841protein_codingdeleterious(0)possibly_damaging(0.602)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
OPLAHSNVMissense_Mutationnovelc.3419N>Cp.Met1140Thrp.M1140TO14841protein_codingdeleterious(0.04)probably_damaging(0.999)TCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
OPLAHSNVMissense_Mutationnovelc.934N>Ap.Gly312Serp.G312SO14841protein_codingdeleterious(0.01)probably_damaging(1)TCGA-AA-3713-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPR
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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
26873OPLAHENZYMEMELPHALANMELPHALAN9751079
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