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: CCDC115

Gene summary for CCDC115

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CCDC115

Gene ID

84317

Gene namecoiled-coil domain containing 115
Gene AliasCDG2O
Cytomap2q21.1
Gene Typeprotein-coding
GO ID

GO:0006807

UniProtAcc

B8ZZ99


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
84317CCDC115HTA11_3410_2000001011HumanColorectumAD1.93e-031.73e-010.0155
84317CCDC115HTA11_1938_2000001011HumanColorectumAD7.48e-032.19e-01-0.0811
84317CCDC115HTA11_78_2000001011HumanColorectumAD6.68e-062.90e-01-0.1088
84317CCDC115HTA11_347_2000001011HumanColorectumAD1.09e-164.18e-01-0.1954
84317CCDC115HTA11_411_2000001011HumanColorectumSER1.13e-055.03e-01-0.2602
84317CCDC115HTA11_83_2000001011HumanColorectumSER4.23e-022.36e-01-0.1526
84317CCDC115HTA11_1391_2000001011HumanColorectumAD7.05e-052.56e-01-0.059
84317CCDC115HTA11_7862_2000001011HumanColorectumAD2.44e-022.70e-01-0.0179
84317CCDC115HTA11_866_3004761011HumanColorectumAD1.04e-113.85e-010.096
84317CCDC115HTA11_8622_2000001021HumanColorectumSER1.33e-043.30e-010.0528
84317CCDC115HTA11_7696_3000711011HumanColorectumAD1.26e-072.87e-010.0674
84317CCDC115HTA11_99999970781_79442HumanColorectumMSS9.32e-184.91e-010.294
84317CCDC115HTA11_99999965104_69814HumanColorectumMSS7.59e-093.64e-010.281
84317CCDC115HTA11_99999971662_82457HumanColorectumMSS3.24e-144.06e-010.3859
84317CCDC115HTA11_99999974143_84620HumanColorectumMSS1.16e-052.32e-010.3005
84317CCDC115LZE4THumanEsophagusESCC2.91e-124.43e-010.0811
84317CCDC115LZE5THumanEsophagusESCC1.64e-074.11e-010.0514
84317CCDC115LZE7THumanEsophagusESCC2.15e-056.22e-010.0667
84317CCDC115LZE8THumanEsophagusESCC5.49e-032.20e-010.067
84317CCDC115LZE20THumanEsophagusESCC3.07e-074.83e-010.0662
Page: 1 2 3 4 5 6 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:0055076ColorectumADtransition metal ion homeostasis53/3918138/187231.89e-065.65e-0553
GO:0046916ColorectumADcellular transition metal ion homeostasis43/3918115/187233.62e-056.56e-0443
GO:0055072ColorectumADiron ion homeostasis32/391885/187232.97e-043.60e-0332
GO:0070482ColorectumADresponse to oxygen levels99/3918347/187234.29e-044.82e-0399
GO:0036295ColorectumADcellular response to increased oxygen levels9/391814/187235.43e-045.79e-039
GO:0030004ColorectumADcellular monovalent inorganic cation homeostasis36/3918103/187236.80e-046.95e-0336
GO:0071453ColorectumADcellular response to oxygen levels55/3918177/187239.48e-048.96e-0355
GO:0030641ColorectumADregulation of cellular pH29/391881/187231.42e-031.22e-0229
GO:0006879ColorectumADcellular iron ion homeostasis25/391867/187231.51e-031.27e-0225
GO:0051453ColorectumADregulation of intracellular pH26/391875/187234.04e-032.82e-0226
GO:0007033ColorectumADvacuole organization53/3918180/187234.18e-032.89e-0253
GO:0006885ColorectumADregulation of pH30/391891/187234.95e-033.32e-0230
GO:0055067ColorectumADmonovalent inorganic cation homeostasis45/3918151/187236.19e-033.88e-0245
GO:00550761ColorectumSERtransition metal ion homeostasis41/2897138/187231.66e-055.05e-0441
GO:00300041ColorectumSERcellular monovalent inorganic cation homeostasis31/2897103/187231.31e-042.66e-0331
GO:00704821ColorectumSERresponse to oxygen levels79/2897347/187231.99e-043.64e-0379
GO:00469161ColorectumSERcellular transition metal ion homeostasis33/2897115/187232.20e-043.89e-0333
GO:00306411ColorectumSERregulation of cellular pH24/289781/187239.20e-041.11e-0224
GO:00550721ColorectumSERiron ion homeostasis24/289785/187231.91e-031.93e-0224
GO:00550671ColorectumSERmonovalent inorganic cation homeostasis37/2897151/187232.48e-032.33e-0237
Page: 1 2 3 4 5 6 

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
CCDC115SNVMissense_Mutationnovelc.217N>Ap.Glu73Lysp.E73KQ96NT0protein_codingtolerated(0.34)possibly_damaging(0.458)TCGA-E2-A2P5-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyarimidexPD
CCDC115insertionFrame_Shift_Insnovelc.445_446insGGAAGGAAAATATCCACCTCCAGTCTGCTTTAGTCTTCCAACTp.Ala149GlyfsTer25p.A149Gfs*25Q96NT0protein_codingTCGA-BH-A0BD-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
CCDC115SNVMissense_Mutationc.77N>Ap.Gly26Glup.G26EQ96NT0protein_codingtolerated(0.97)benign(0.083)TCGA-FU-A40J-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycarboplatinCR
CCDC115SNVMissense_Mutationnovelc.86C>Tp.Thr29Metp.T29MQ96NT0protein_codingtolerated(0.08)benign(0.07)TCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
CCDC115SNVMissense_Mutationc.104N>Cp.Val35Alap.V35AQ96NT0protein_codingdeleterious(0)possibly_damaging(0.878)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
CCDC115SNVMissense_Mutationrs766713863c.134N>Tp.Ala45Valp.A45VQ96NT0protein_codingdeleterious(0)benign(0.412)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
CCDC115SNVMissense_Mutationnovelc.476N>Cp.Asp159Alap.D159AQ96NT0protein_codingtolerated(0.64)benign(0.059)TCGA-D1-A103-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CCDC115SNVMissense_Mutationrs762047473c.424N>Tp.Arg142Trpp.R142WQ96NT0protein_codingdeleterious(0.03)possibly_damaging(0.882)TCGA-D1-A103-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CCDC115SNVMissense_Mutationc.403C>Tp.Arg135Cysp.R135CQ96NT0protein_codingdeleterious(0)probably_damaging(1)TCGA-D1-A16X-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CCDC115SNVMissense_Mutationnovelc.109G>Ap.Glu37Lysp.E37KQ96NT0protein_codingtolerated(0.06)benign(0.056)TCGA-EY-A1GT-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnspecificCarboplatinSD
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