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: HPDL

Gene summary for HPDL

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HPDL

Gene ID

84842

Gene name4-hydroxyphenylpyruvate dioxygenase like
Gene Alias4-HPPD-L
Cytomap1p34.1
Gene Typeprotein-coding
GO ID

GO:0006082

UniProtAcc

Q96IR7


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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
84842HPDLLZE24THumanEsophagusESCC6.29e-042.00e-010.0596
84842HPDLP2T-EHumanEsophagusESCC2.20e-036.15e-020.1177
84842HPDLP5T-EHumanEsophagusESCC1.50e-081.73e-010.1327
84842HPDLP21T-EHumanEsophagusESCC2.94e-142.73e-010.1617
84842HPDLP23T-EHumanEsophagusESCC4.97e-061.72e-010.108
84842HPDLP24T-EHumanEsophagusESCC1.12e-081.83e-010.1287
84842HPDLP27T-EHumanEsophagusESCC5.13e-041.06e-010.1055
84842HPDLP28T-EHumanEsophagusESCC2.59e-122.29e-010.1149
84842HPDLP31T-EHumanEsophagusESCC4.66e-122.53e-010.1251
84842HPDLP32T-EHumanEsophagusESCC7.36e-071.64e-010.1666
84842HPDLP36T-EHumanEsophagusESCC7.72e-031.33e-010.1187
84842HPDLP37T-EHumanEsophagusESCC1.24e-041.64e-010.1371
84842HPDLP54T-EHumanEsophagusESCC3.57e-041.58e-010.0975
84842HPDLP62T-EHumanEsophagusESCC5.58e-039.51e-020.1302
84842HPDLP74T-EHumanEsophagusESCC4.95e-143.61e-010.1479
84842HPDLP75T-EHumanEsophagusESCC6.17e-112.65e-010.1125
84842HPDLP76T-EHumanEsophagusESCC1.19e-102.16e-010.1207
84842HPDLP79T-EHumanEsophagusESCC3.39e-051.95e-010.1154
84842HPDLP80T-EHumanEsophagusESCC4.88e-051.92e-010.155
84842HPDLP82T-EHumanEsophagusESCC6.28e-042.20e-010.1072
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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
∗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
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
HPDLSNVMissense_Mutationc.888N>Cp.Gln296Hisp.Q296HQ96IR7protein_codingdeleterious(0)possibly_damaging(0.892)TCGA-B6-A0RE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
HPDLdeletionFrame_Shift_Delnovelc.131_150delAGCTAGCCCTGCGCAGCGGCp.Gln44ArgfsTer145p.Q44Rfs*145Q96IR7protein_codingTCGA-AC-A4ZE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
HPDLSNVMissense_Mutationnovelc.322C>Gp.Arg108Glyp.R108GQ96IR7protein_codingtolerated(0.28)benign(0.021)TCGA-VS-A958-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HPDLSNVMissense_Mutationnovelc.38N>Cp.Phe13Serp.F13SQ96IR7protein_codingdeleterious(0)possibly_damaging(0.881)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
HPDLSNVMissense_Mutationnovelc.403C>Tp.Arg135Cysp.R135CQ96IR7protein_codingdeleterious(0.05)probably_damaging(0.991)TCGA-T9-A92H-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
HPDLSNVMissense_Mutationc.614C>Tp.Ala205Valp.A205VQ96IR7protein_codingtolerated(0.25)benign(0.003)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
HPDLSNVMissense_Mutationc.605A>Gp.Glu202Glyp.E202GQ96IR7protein_codingtolerated(0.32)benign(0.345)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HPDLSNVMissense_Mutationrs774472385c.1112N>Tp.Ala371Valp.A371VQ96IR7protein_codingdeleterious_low_confidence(0)benign(0.087)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
HPDLSNVMissense_Mutationrs147652653c.746N>Tp.Ala249Valp.A249VQ96IR7protein_codingtolerated(0.21)benign(0.142)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HPDLSNVMissense_Mutationc.532N>Tp.Arg178Cysp.R178CQ96IR7protein_codingdeleterious(0.01)benign(0.144)TCGA-AX-A1C4-01Endometriumuterine corpus endometrioid carcinomaFemale<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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