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: HOXD11

Gene summary for HOXD11

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HOXD11

Gene ID

3237

Gene namehomeobox D11
Gene AliasHOX4
Cytomap2q31.1
Gene Typeprotein-coding
GO ID

GO:0001655

UniProtAcc

P31277


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
3237HOXD11LZE2DHumanEsophagusHGIN2.47e-074.85e-010.0642
3237HOXD11LZE2THumanEsophagusESCC2.18e-044.66e-010.082
3237HOXD11LZE4THumanEsophagusESCC1.20e-266.59e-010.0811
3237HOXD11LZE5THumanEsophagusESCC1.48e-053.63e-010.0514
3237HOXD11LZE8THumanEsophagusESCC4.82e-123.77e-010.067
3237HOXD11LZE20THumanEsophagusESCC1.65e-206.01e-010.0662
3237HOXD11LZE21D1HumanEsophagusHGIN3.53e-053.63e-010.0632
3237HOXD11LZE24THumanEsophagusESCC2.62e-154.09e-010.0596
3237HOXD11LZE21THumanEsophagusESCC2.14e-105.85e-010.0655
3237HOXD11LZE6THumanEsophagusESCC2.61e-093.97e-010.0845
3237HOXD11P1T-EHumanEsophagusESCC1.05e-175.70e-010.0875
3237HOXD11P2T-EHumanEsophagusESCC1.31e-365.20e-010.1177
3237HOXD11P4T-EHumanEsophagusESCC1.07e-489.85e-010.1323
3237HOXD11P5T-EHumanEsophagusESCC5.17e-274.69e-010.1327
3237HOXD11P8T-EHumanEsophagusESCC1.24e-517.51e-010.0889
3237HOXD11P9T-EHumanEsophagusESCC2.41e-061.56e-010.1131
3237HOXD11P12T-EHumanEsophagusESCC6.31e-488.99e-010.1122
3237HOXD11P15T-EHumanEsophagusESCC3.15e-429.11e-010.1149
3237HOXD11P16T-EHumanEsophagusESCC8.56e-122.21e-010.1153
3237HOXD11P17T-EHumanEsophagusESCC1.49e-053.00e-010.1278
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:006056210EsophagusESCCepithelial tube morphogenesis187/8552325/187239.95e-069.44e-05187
GO:00016559EsophagusESCCurogenital system development177/8552338/187237.51e-032.69e-02177
GO:00017639EsophagusESCCmorphogenesis of a branching structure106/8552196/187231.08e-023.66e-02106
GO:00016558Oral cavityOSCCurogenital system development160/7305338/187231.03e-035.31e-03160
GO:00605629Oral cavityOSCCepithelial tube morphogenesis149/7305325/187236.73e-032.50e-02149
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
HOXD11INCAFCervixN_HPVWNT16,SLC18A2,SERPINE2, etc.7.86e-01The 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.
HOXD11LUMEndometriumHealthyLFNG,SULF1,TCF19, etc.3.58e-01The 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.
∗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
HOXD11SNVMissense_Mutationc.815N>Ap.Pro272Hisp.P272HP31277protein_codingdeleterious(0)probably_damaging(1)TCGA-AR-A1AQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
HOXD11SNVMissense_Mutationnovelc.982C>Tp.Arg328Cysp.R328CP31277protein_codingdeleterious(0)probably_damaging(0.999)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HOXD11SNVMissense_Mutationc.7N>Ap.Asp3Asnp.D3NP31277protein_codingtolerated(0.07)benign(0.031)TCGA-EK-A2RB-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
HOXD11SNVMissense_Mutationc.794N>Ap.Arg265Glnp.R265QP31277protein_codingdeleterious(0)possibly_damaging(0.534)TCGA-AA-3858-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
HOXD11SNVMissense_Mutationnovelc.977G>Tp.Arg326Ilep.R326IP31277protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
HOXD11SNVMissense_Mutationnovelc.974N>Gp.Asn325Serp.N325SP31277protein_codingtolerated(0.29)benign(0.074)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
HOXD11deletionFrame_Shift_Delrs778212888c.790delCp.Gln264SerfsTer28p.Q264Sfs*28P31277protein_codingTCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
HOXD11SNVMissense_Mutationnovelc.982N>Tp.Arg328Cysp.R328CP31277protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HOXD11SNVMissense_Mutationnovelc.40N>Gp.Met14Valp.M14VP31277protein_codingdeleterious(0.03)benign(0.091)TCGA-AX-A3FT-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HOXD11SNVMissense_Mutationc.835N>Tp.Arg279Cysp.R279CP31277protein_codingdeleterious(0)probably_damaging(0.999)TCGA-B5-A11E-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