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: LHPP

Gene summary for LHPP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LHPP

Gene ID

64077

Gene namephospholysine phosphohistidine inorganic pyrophosphate phosphatase
Gene AliasHDHD2B
Cytomap10q26.13
Gene Typeprotein-coding
GO ID

GO:0006793

UniProtAcc

Q9H008


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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
64077LHPPLZE4THumanEsophagusESCC5.83e-163.06e-010.0811
64077LHPPLZE5THumanEsophagusESCC1.14e-023.57e-010.0514
64077LHPPLZE8THumanEsophagusESCC2.32e-021.92e-010.067
64077LHPPLZE20THumanEsophagusESCC8.14e-071.78e-010.0662
64077LHPPLZE22THumanEsophagusESCC2.25e-053.57e-010.068
64077LHPPLZE24THumanEsophagusESCC2.52e-185.30e-010.0596
64077LHPPP1T-EHumanEsophagusESCC1.41e-073.15e-010.0875
64077LHPPP2T-EHumanEsophagusESCC4.21e-193.89e-010.1177
64077LHPPP4T-EHumanEsophagusESCC4.66e-287.20e-010.1323
64077LHPPP5T-EHumanEsophagusESCC9.51e-214.47e-010.1327
64077LHPPP8T-EHumanEsophagusESCC1.27e-274.14e-010.0889
64077LHPPP9T-EHumanEsophagusESCC6.01e-102.19e-010.1131
64077LHPPP10T-EHumanEsophagusESCC9.90e-163.10e-010.116
64077LHPPP11T-EHumanEsophagusESCC4.09e-147.24e-010.1426
64077LHPPP12T-EHumanEsophagusESCC3.29e-224.94e-010.1122
64077LHPPP15T-EHumanEsophagusESCC3.05e-285.79e-010.1149
64077LHPPP16T-EHumanEsophagusESCC1.16e-092.38e-010.1153
64077LHPPP17T-EHumanEsophagusESCC3.81e-084.39e-010.1278
64077LHPPP19T-EHumanEsophagusESCC8.59e-044.62e-010.1662
64077LHPPP20T-EHumanEsophagusESCC6.07e-235.39e-010.1124
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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
∗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:001631110EsophagusESCCdephosphorylation251/8552417/187231.26e-092.99e-08251
GO:001631121LiverHCCdephosphorylation230/7958417/187231.00e-071.96e-06230
GO:00163119Oral cavityOSCCdephosphorylation220/7305417/187236.33e-091.34e-07220
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa00190210EsophagusESCCOxidative phosphorylation104/4205134/84652.04e-112.98e-101.53e-10104
hsa0019038EsophagusESCCOxidative phosphorylation104/4205134/84652.04e-112.98e-101.53e-10104
hsa0019022LiverHCCOxidative phosphorylation103/4020134/84652.39e-125.01e-112.79e-11103
hsa0019032LiverHCCOxidative phosphorylation103/4020134/84652.39e-125.01e-112.79e-11103
hsa0019028Oral cavityOSCCOxidative phosphorylation88/3704134/84652.15e-071.44e-067.32e-0788
hsa00190112Oral cavityOSCCOxidative phosphorylation88/3704134/84652.15e-071.44e-067.32e-0788
hsa0019029Oral cavityLPOxidative phosphorylation81/2418134/84659.58e-152.45e-131.58e-1381
hsa0019037Oral cavityLPOxidative phosphorylation81/2418134/84659.58e-152.45e-131.58e-1381
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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
LHPPSNVMissense_Mutationrs573880113c.602C>Tp.Ala201Valp.A201VQ9H008protein_codingtolerated(0.07)benign(0.003)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LHPPSNVMissense_Mutationrs201380619c.689C>Tp.Ala230Valp.A230VQ9H008protein_codingdeleterious(0.01)possibly_damaging(0.809)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
LHPPSNVMissense_Mutationrs538187592c.661N>Ap.Gly221Serp.G221SQ9H008protein_codingdeleterious(0.02)probably_damaging(0.966)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
LHPPSNVMissense_Mutationrs370925915c.181N>Tp.Arg61Trpp.R61WQ9H008protein_codingdeleterious(0)possibly_damaging(0.848)TCGA-AA-A01P-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
LHPPSNVMissense_Mutationc.582N>Gp.Phe194Leup.F194LQ9H008protein_codingdeleterious(0.04)possibly_damaging(0.773)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
LHPPSNVMissense_Mutationrs142666958c.553G>Ap.Glu185Lysp.E185KQ9H008protein_codingtolerated(0.15)benign(0.019)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
LHPPSNVMissense_Mutationrs202090877c.134G>Ap.Arg45Hisp.R45HQ9H008protein_codingtolerated(0.08)benign(0.009)TCGA-CM-6164-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
LHPPSNVMissense_Mutationrs771378730c.674G>Ap.Arg225Glnp.R225QQ9H008protein_codingtolerated(0.41)benign(0.003)TCGA-F4-6570-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
LHPPSNVMissense_Mutationc.806N>Gp.Asp269Glyp.D269GQ9H008protein_codingtolerated_low_confidence(0.06)benign(0.045)TCGA-G4-6628-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
LHPPSNVMissense_Mutationrs774113542c.319N>Tp.Arg107Cysp.R107CQ9H008protein_codingtolerated(0.18)possibly_damaging(0.835)TCGA-AG-3898-01Colorectumrectum adenocarcinomaMale<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
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