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: COMMD9

Gene summary for COMMD9

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

COMMD9

Gene ID

29099

Gene nameCOMM domain containing 9
Gene AliasC11orf55
Cytomap11p13
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q53FR9


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
29099COMMD9C30HumanOral cavityOSCC2.84e-391.73e+000.3055
29099COMMD9C38HumanOral cavityOSCC1.11e-081.13e+000.172
29099COMMD9C43HumanOral cavityOSCC3.77e-193.94e-010.1704
29099COMMD9C46HumanOral cavityOSCC2.79e-185.15e-010.1673
29099COMMD9C51HumanOral cavityOSCC5.29e-199.52e-010.2674
29099COMMD9C57HumanOral cavityOSCC5.04e-095.28e-010.1679
29099COMMD9C06HumanOral cavityOSCC4.31e-029.22e-010.2699
29099COMMD9C07HumanOral cavityOSCC4.44e-039.89e-010.2491
29099COMMD9C08HumanOral cavityOSCC2.88e-255.52e-010.1919
29099COMMD9LN38HumanOral cavityOSCC3.63e-061.14e+000.168
29099COMMD9LN46HumanOral cavityOSCC4.28e-125.89e-010.1666
29099COMMD9LP15HumanOral cavityLP8.77e-121.76e+000.2174
29099COMMD9SYSMH1HumanOral cavityOSCC3.92e-092.47e-010.1127
29099COMMD9SYSMH2HumanOral cavityOSCC1.20e-186.47e-010.2326
29099COMMD9SYSMH3HumanOral cavityOSCC1.88e-288.09e-010.2442
29099COMMD9SYSMH5HumanOral cavityOSCC2.95e-032.25e-010.0647
29099COMMD9SYSMH6HumanOral cavityOSCC3.25e-073.34e-010.1275
29099COMMD9P4_S8_cSCCHumanSkincSCC2.84e-026.33e-02-0.3095
29099COMMD9P1_cSCCHumanSkincSCC7.23e-328.72e-010.0292
29099COMMD9P2_cSCCHumanSkincSCC3.40e-124.16e-01-0.024
Page: 1 2 3 4 5 6 

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
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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:005508811LiverCirrhoticlipid homeostasis74/4634167/187232.46e-088.51e-0774
GO:004263211LiverCirrhoticcholesterol homeostasis46/463496/187237.15e-071.52e-0546
GO:005509211LiverCirrhoticsterol homeostasis46/463497/187231.04e-062.13e-0546
GO:00550882LiverHCClipid homeostasis103/7958167/187234.27e-077.18e-06103
GO:005509221LiverHCCsterol homeostasis59/795897/187232.06e-041.58e-0359
GO:004263221LiverHCCcholesterol homeostasis58/795896/187232.99e-042.13e-0358
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
COMMD9SNVMissense_Mutationc.409G>Ap.Asp137Asnp.D137NQ9P000protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
COMMD9SNVMissense_Mutationrs750912709c.482N>Cp.Gly161Alap.G161AQ9P000protein_codingtolerated(0.19)benign(0.279)TCGA-AC-A8OS-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
COMMD9SNVMissense_Mutationnovelc.39N>Cp.Gln13Hisp.Q13HQ9P000protein_codingtolerated(0.05)possibly_damaging(0.864)TCGA-GH-A9DA-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
COMMD9SNVMissense_Mutationc.490N>Tp.Pro164Serp.P164SQ9P000protein_codingtolerated(0.09)benign(0.355)TCGA-AF-2693-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownSD
COMMD9insertionIn_Frame_Insnovelc.321_322insCTGATCp.Ser107_Thr108insLeuIlep.S107_T108insLIQ9P000protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
COMMD9SNVMissense_Mutationrs759005618c.481G>Ap.Gly161Argp.G161RQ9P000protein_codingtolerated(0.14)benign(0.018)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
COMMD9SNVMissense_Mutationnovelc.175G>Ap.Glu59Lysp.E59KQ9P000protein_codingtolerated(0.33)benign(0)TCGA-AJ-A5DW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
COMMD9SNVMissense_Mutationc.64N>Tp.Asp22Tyrp.D22YQ9P000protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
COMMD9SNVMissense_Mutationnovelc.40N>Cp.Ser14Argp.S14RQ9P000protein_codingtolerated(0.35)benign(0.084)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
COMMD9SNVMissense_Mutationnovelc.121N>Cp.Lys41Glnp.K41QQ9P000protein_codingtolerated(0.67)benign(0.02)TCGA-AP-A1E0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelSD
Page: 1 2 

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