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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: DPH7

Gene summary for DPH7

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DPH7

Gene ID

92715

Gene namediphthamide biosynthesis 7
Gene AliasC9orf112
Cytomap9q34.3
Gene Typeprotein-coding
GO ID

GO:0002181

UniProtAcc

Q9BTV6


Top

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
92715DPH7LZE4THumanEsophagusESCC1.26e-061.99e-010.0811
92715DPH7LZE7THumanEsophagusESCC1.27e-042.49e-010.0667
92715DPH7LZE20THumanEsophagusESCC2.12e-093.09e-010.0662
92715DPH7LZE22THumanEsophagusESCC1.43e-052.56e-010.068
92715DPH7LZE24THumanEsophagusESCC4.53e-172.84e-010.0596
92715DPH7LZE21THumanEsophagusESCC4.47e-053.13e-010.0655
92715DPH7P1T-EHumanEsophagusESCC3.69e-082.96e-010.0875
92715DPH7P2T-EHumanEsophagusESCC3.97e-204.20e-010.1177
92715DPH7P4T-EHumanEsophagusESCC1.50e-163.23e-010.1323
92715DPH7P5T-EHumanEsophagusESCC1.69e-172.90e-010.1327
92715DPH7P8T-EHumanEsophagusESCC1.09e-295.96e-010.0889
92715DPH7P9T-EHumanEsophagusESCC2.51e-112.01e-010.1131
92715DPH7P10T-EHumanEsophagusESCC4.32e-213.04e-010.116
92715DPH7P11T-EHumanEsophagusESCC1.22e-146.21e-010.1426
92715DPH7P12T-EHumanEsophagusESCC3.78e-243.42e-010.1122
92715DPH7P15T-EHumanEsophagusESCC7.37e-224.56e-010.1149
92715DPH7P16T-EHumanEsophagusESCC8.58e-213.07e-010.1153
92715DPH7P17T-EHumanEsophagusESCC7.13e-032.01e-010.1278
92715DPH7P19T-EHumanEsophagusESCC9.11e-032.93e-010.1662
92715DPH7P20T-EHumanEsophagusESCC2.12e-132.38e-010.1124
Page: 1 2 3 4 

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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
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
GO:000218120Oral cavityOSCCcytoplasmic translation133/7305148/187231.94e-382.46e-35133
GO:000641720Oral cavityOSCCregulation of translation274/7305468/187234.39e-184.63e-16274
GO:000641416Oral cavityOSCCtranslational elongation37/730555/187232.03e-051.94e-0437
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
DPH7insertionFrame_Shift_Insnovelc.236_237insCp.Leu80SerfsTer46p.L80Sfs*46Q9BTV6protein_codingTCGA-A2-A3XZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinCR
DPH7insertionNonsense_Mutationnovelc.424_425insAp.Cys142Terp.C142*Q9BTV6protein_codingTCGA-AN-A04A-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
DPH7insertionNonsense_Mutationnovelc.423_424insATCTGACCCTTCCCTGCTGCTACCCATCCGGGCCACTGTCTCATCp.Gln141_Cys142insIleTerProPheProAlaAlaThrHisProGlyHisCysLeuIlep.Q141_C142insI*PFPAATHPGHCLIQ9BTV6protein_codingTCGA-AN-A04A-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
DPH7SNVMissense_Mutationrs3750384c.1328N>Tp.Ala443Valp.A443VQ9BTV6protein_codingtolerated(1)benign(0.001)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
DPH7SNVMissense_Mutationrs747961442c.589N>Ap.Glu197Lysp.E197KQ9BTV6protein_codingdeleterious(0)possibly_damaging(0.878)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
DPH7SNVMissense_Mutationrs201129300c.751N>Tp.Arg251Trpp.R251WQ9BTV6protein_codingtolerated(0.05)benign(0.189)TCGA-G4-6320-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyoxaliplatinSD
DPH7SNVMissense_Mutationrs578129824c.385N>Ap.Val129Metp.V129MQ9BTV6protein_codingtolerated(0.53)benign(0)TCGA-QG-A5Z2-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
DPH7SNVMissense_Mutationrs147900158c.1091N>Tp.Thr364Metp.T364MQ9BTV6protein_codingtolerated(0.12)benign(0.211)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
DPH7SNVMissense_Mutationnovelc.236N>Ap.Pro79Hisp.P79HQ9BTV6protein_codingdeleterious(0.01)possibly_damaging(0.862)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
DPH7SNVMissense_Mutationnovelc.1330N>Ap.Leu444Ilep.L444IQ9BTV6protein_codingdeleterious(0)probably_damaging(0.911)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
Page: 1 2 3 

Top

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
Page: 1