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: L3HYPDH

Gene summary for L3HYPDH

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

L3HYPDH

Gene ID

112849

Gene nametrans-L-3-hydroxyproline dehydratase
Gene AliasC14orf149
Cytomap14q23.1
Gene Typeprotein-coding
GO ID

GO:0003674

UniProtAcc

Q96EM0


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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
112849L3HYPDHLZE4THumanEsophagusESCC1.11e-072.35e-010.0811
112849L3HYPDHLZE22THumanEsophagusESCC5.98e-033.09e-010.068
112849L3HYPDHLZE24THumanEsophagusESCC4.24e-101.99e-010.0596
112849L3HYPDHP2T-EHumanEsophagusESCC1.89e-161.06e-010.1177
112849L3HYPDHP4T-EHumanEsophagusESCC6.71e-143.31e-010.1323
112849L3HYPDHP5T-EHumanEsophagusESCC1.08e-081.92e-010.1327
112849L3HYPDHP8T-EHumanEsophagusESCC4.79e-069.30e-020.0889
112849L3HYPDHP9T-EHumanEsophagusESCC2.64e-092.51e-010.1131
112849L3HYPDHP10T-EHumanEsophagusESCC2.74e-153.13e-010.116
112849L3HYPDHP11T-EHumanEsophagusESCC3.93e-073.88e-010.1426
112849L3HYPDHP12T-EHumanEsophagusESCC5.70e-132.62e-010.1122
112849L3HYPDHP15T-EHumanEsophagusESCC6.75e-276.63e-010.1149
112849L3HYPDHP16T-EHumanEsophagusESCC6.31e-061.31e-010.1153
112849L3HYPDHP17T-EHumanEsophagusESCC7.04e-032.27e-010.1278
112849L3HYPDHP19T-EHumanEsophagusESCC5.36e-057.18e-010.1662
112849L3HYPDHP20T-EHumanEsophagusESCC2.25e-102.87e-010.1124
112849L3HYPDHP21T-EHumanEsophagusESCC8.11e-123.27e-010.1617
112849L3HYPDHP22T-EHumanEsophagusESCC2.72e-101.79e-010.1236
112849L3HYPDHP23T-EHumanEsophagusESCC2.28e-072.36e-010.108
112849L3HYPDHP24T-EHumanEsophagusESCC3.00e-214.60e-010.1287
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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
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0033010Oral cavityOSCCArginine and proline metabolism30/370450/84651.50e-023.26e-021.66e-0230
hsa0033013Oral cavityOSCCArginine and proline metabolism30/370450/84651.50e-023.26e-021.66e-0230
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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
L3HYPDHSNVMissense_Mutationc.1041N>Cp.Leu347Phep.L347FQ96EM0protein_codingdeleterious(0.01)possibly_damaging(0.763)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
L3HYPDHSNVMissense_Mutationc.862N>Tp.Gly288Trpp.G288WQ96EM0protein_codingdeleterious(0)probably_damaging(1)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
L3HYPDHSNVMissense_Mutationc.430N>Ap.Ala144Thrp.A144TQ96EM0protein_codingtolerated(0.06)benign(0.184)TCGA-G4-6586-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
L3HYPDHSNVMissense_Mutationrs774827441c.524N>Cp.Val175Alap.V175AQ96EM0protein_codingdeleterious(0.03)possibly_damaging(0.811)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
L3HYPDHSNVMissense_Mutationrs770475089c.684N>Cp.Lys228Asnp.K228NQ96EM0protein_codingtolerated(0.06)benign(0.06)TCGA-B5-A1MR-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
L3HYPDHSNVMissense_Mutationnovelc.499N>Ap.Leu167Metp.L167MQ96EM0protein_codingdeleterious(0.02)benign(0.113)TCGA-DF-A2KU-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
L3HYPDHSNVMissense_Mutationrs371673690c.839N>Ap.Arg280Glnp.R280QQ96EM0protein_codingdeleterious(0)probably_damaging(0.998)TCGA-EO-A22X-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnspecificCarboplatinComplete Response
L3HYPDHSNVMissense_Mutationnovelc.505A>Gp.Thr169Alap.T169AQ96EM0protein_codingtolerated(0.67)benign(0.006)TCGA-4R-AA8I-01Liverliver hepatocellular carcinomaMale>=65I/IIUnknownUnknownPD
L3HYPDHSNVMissense_Mutationc.551N>Gp.Asp184Glyp.D184GQ96EM0protein_codingdeleterious(0.02)probably_damaging(0.998)TCGA-35-5375-01Lunglung adenocarcinomaMale<65III/IVUnknownUnknownSD
L3HYPDHSNVMissense_Mutationnovelc.516N>Ap.Met172Ilep.M172IQ96EM0protein_codingtolerated(0.15)benign(0.001)TCGA-44-3396-01Lunglung adenocarcinomaFemale>=65III/IVChemotherapyalimtaSD
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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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