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: DPH1

Gene summary for DPH1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DPH1

Gene ID

1801

Gene namediphthamide biosynthesis 1
Gene AliasDEDSSH
Cytomap17p13.3
Gene Typeprotein-coding
GO ID

GO:0002181

UniProtAcc

Q9BZG8


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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
1801DPH1LZE2THumanEsophagusESCC2.18e-044.13e-010.082
1801DPH1LZE4THumanEsophagusESCC3.08e-236.13e-010.0811
1801DPH1LZE7THumanEsophagusESCC2.56e-052.82e-010.0667
1801DPH1LZE8THumanEsophagusESCC4.02e-051.87e-010.067
1801DPH1LZE20THumanEsophagusESCC3.16e-031.62e-010.0662
1801DPH1LZE22D1HumanEsophagusHGIN1.90e-052.54e-010.0595
1801DPH1LZE22THumanEsophagusESCC1.54e-042.49e-010.068
1801DPH1LZE24THumanEsophagusESCC3.48e-418.61e-010.0596
1801DPH1LZE21THumanEsophagusESCC6.52e-032.04e-010.0655
1801DPH1P1T-EHumanEsophagusESCC5.75e-154.45e-010.0875
1801DPH1P2T-EHumanEsophagusESCC6.38e-314.59e-010.1177
1801DPH1P4T-EHumanEsophagusESCC4.48e-224.63e-010.1323
1801DPH1P5T-EHumanEsophagusESCC9.53e-091.82e-010.1327
1801DPH1P8T-EHumanEsophagusESCC1.46e-284.35e-010.0889
1801DPH1P9T-EHumanEsophagusESCC8.16e-122.38e-010.1131
1801DPH1P10T-EHumanEsophagusESCC1.47e-143.46e-010.116
1801DPH1P11T-EHumanEsophagusESCC2.96e-186.39e-010.1426
1801DPH1P12T-EHumanEsophagusESCC1.31e-366.08e-010.1122
1801DPH1P15T-EHumanEsophagusESCC7.07e-102.28e-010.1149
1801DPH1P16T-EHumanEsophagusESCC1.05e-386.40e-010.1153
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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
GO:000218127EsophagusHGINcytoplasmic translation108/2587148/187231.70e-601.02e-56108
GO:000641727EsophagusHGINregulation of translation139/2587468/187231.46e-197.98e-17139
GO:000641418EsophagusHGINtranslational elongation22/258755/187231.46e-065.56e-0522
GO:0002181111EsophagusESCCcytoplasmic translation135/8552148/187234.17e-322.65e-29135
GO:0006417111EsophagusESCCregulation of translation304/8552468/187231.53e-171.33e-15304
GO:000641419EsophagusESCCtranslational elongation41/855255/187231.26e-051.16e-0441
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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
DPH1SNVMissense_Mutationnovelc.341C>Gp.Ala114Glyp.A114GQ9BZG8protein_codingdeleterious(0)possibly_damaging(0.649)TCGA-BH-A0BM-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
DPH1SNVMissense_Mutationrs750137688c.299C>Tp.Thr100Metp.T100MQ9BZG8protein_codingdeleterious(0)probably_damaging(0.978)TCGA-C8-A8HQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
DPH1insertionIn_Frame_Insnovelc.343_344insCCAGGAGCGGCTGCCAGGCTGGGGCAGp.Cys115delinsSerArgSerGlyCysGlnAlaGlyAlaGlyp.C115delinsSRSGCQAGAGQ9BZG8protein_codingTCGA-BH-A0BM-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
DPH1SNVMissense_Mutationrs371816907c.757N>Ap.Ala253Thrp.A253TQ9BZG8protein_codingdeleterious(0.04)benign(0.041)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
DPH1SNVMissense_Mutationnovelc.712C>Ap.Arg238Serp.R238SQ9BZG8protein_codingdeleterious(0)benign(0.157)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
DPH1SNVMissense_Mutationrs753008362c.79C>Tp.Arg27Trpp.R27WQ9BZG8protein_codingdeleterious(0)possibly_damaging(0.492)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
DPH1SNVMissense_Mutationrs769281060c.661N>Cp.Ser221Prop.S221PQ9BZG8protein_codingdeleterious(0)benign(0.297)TCGA-CM-6674-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
DPH1SNVMissense_Mutationrs371816907c.757N>Ap.Ala253Thrp.A253TQ9BZG8protein_codingdeleterious(0.04)benign(0.041)TCGA-G4-6586-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
DPH1SNVMissense_Mutationrs764906514c.935N>Ap.Arg312Glnp.R312QQ9BZG8protein_codingtolerated(0.39)benign(0.015)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
DPH1SNVMissense_Mutationrs757704030c.59G>Ap.Arg20Glnp.R20QQ9BZG8protein_codingtolerated(0.15)benign(0)TCGA-A5-A2K4-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVChemotherapycarboplatinPD
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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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