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: CCDC125

Gene summary for CCDC125

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CCDC125

Gene ID

202243

Gene namecoiled-coil domain containing 125
Gene AliasKENAE
Cytomap5q13.2
Gene Typeprotein-coding
GO ID

GO:0006928

UniProtAcc

B4DSR1


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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
202243CCDC125HTA11_347_2000001011HumanColorectumAD2.99e-166.88e-01-0.1954
202243CCDC125HTA11_696_2000001011HumanColorectumAD6.01e-054.59e-01-0.1464
202243CCDC125HTA11_1391_2000001011HumanColorectumAD6.22e-044.61e-01-0.059
202243CCDC125A015-C-203HumanColorectumFAP6.47e-06-1.23e-01-0.1294
202243CCDC125A001-C-108HumanColorectumFAP5.58e-037.14e-02-0.0272
202243CCDC125A002-C-021HumanColorectumFAP3.58e-042.80e-010.1171
202243CCDC125A002-C-205HumanColorectumFAP8.60e-066.84e-02-0.1236
202243CCDC125A002-C-114HumanColorectumFAP7.73e-044.12e-02-0.1561
202243CCDC125A015-C-104HumanColorectumFAP6.72e-08-2.55e-02-0.1899
202243CCDC125A002-C-016HumanColorectumFAP1.18e-049.87e-020.0521
202243CCDC125A002-C-116HumanColorectumFAP2.83e-101.31e-01-0.0452
202243CCDC125A014-C-008HumanColorectumFAP1.07e-02-2.91e-02-0.191
202243CCDC125A018-E-020HumanColorectumFAP2.33e-03-4.34e-02-0.2034
202243CCDC125F034HumanColorectumFAP2.03e-052.29e-01-0.0665
202243CCDC125F072BHumanColorectumFAP1.86e-054.05e-010.257
202243CCDC125NAFLD1HumanLiverNAFLD3.65e-066.36e-01-0.04
202243CCDC125S43HumanLiverCirrhotic1.37e-021.30e-03-0.0187
202243CCDC125HCC1_MengHumanLiverHCC2.04e-21-3.29e-020.0246
202243CCDC125HCC2_MengHumanLiverHCC3.53e-02-5.52e-020.0107
202243CCDC125HCC1HumanLiverHCC6.33e-112.76e+000.5336
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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
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
∗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:0043087ColorectumADregulation of GTPase activity110/3918348/187231.64e-065.03e-05110
GO:0007265ColorectumADRas protein signal transduction104/3918337/187231.01e-052.35e-04104
GO:0051056ColorectumADregulation of small GTPase mediated signal transduction94/3918302/187231.81e-053.76e-0494
GO:0043547ColorectumADpositive regulation of GTPase activity75/3918255/187237.95e-047.91e-0375
GO:0046578ColorectumADregulation of Ras protein signal transduction56/3918189/187232.85e-032.14e-0256
GO:0051058ColorectumADnegative regulation of small GTPase mediated signal transduction21/391856/187233.26e-032.39e-0221
GO:0007266ColorectumADRho protein signal transduction42/3918137/187234.64e-033.16e-0242
GO:00510562ColorectumFAPregulation of small GTPase mediated signal transduction78/2622302/187233.25e-082.85e-0678
GO:00430873ColorectumFAPregulation of GTPase activity85/2622348/187231.20e-077.68e-0685
GO:00072652ColorectumFAPRas protein signal transduction80/2622337/187239.61e-074.33e-0580
GO:00435472ColorectumFAPpositive regulation of GTPase activity61/2622255/187231.39e-053.73e-0461
GO:00465781ColorectumFAPregulation of Ras protein signal transduction47/2622189/187234.67e-059.60e-0447
GO:00072661ColorectumFAPRho protein signal transduction34/2622137/187235.11e-045.82e-0334
GO:0035023ColorectumFAPregulation of Rho protein signal transduction22/262286/187233.11e-032.33e-0222
GO:00510581ColorectumFAPnegative regulation of small GTPase mediated signal transduction16/262256/187233.40e-032.47e-0216
GO:0090630ColorectumFAPactivation of GTPase activity27/2622115/187234.23e-032.90e-0227
GO:0046580ColorectumFAPnegative regulation of Ras protein signal transduction14/262249/187235.95e-033.75e-0214
GO:00072654LiverNAFLDRas protein signal transduction66/1882337/187238.43e-087.09e-0666
GO:00510564LiverNAFLDregulation of small GTPase mediated signal transduction56/1882302/187234.62e-061.75e-0456
GO:00430875LiverNAFLDregulation of GTPase activity62/1882348/187235.65e-062.03e-0462
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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
CCDC125SNVMissense_Mutationnovelc.370N>Tp.Val124Leup.V124LQ86Z20protein_codingdeleterious(0.05)benign(0.046)TCGA-A2-A0CU-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
CCDC125SNVMissense_Mutationnovelc.424G>Cp.Glu142Glnp.E142QQ86Z20protein_codingtolerated(0.06)benign(0.294)TCGA-EW-A3E8-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyanastrozoleSD
CCDC125deletionFrame_Shift_Delnovelc.98delNp.Gly33GlufsTer10p.G33Efs*10Q86Z20protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
CCDC125SNVMissense_Mutationc.756N>Cp.Lys252Asnp.K252NQ86Z20protein_codingdeleterious(0.04)possibly_damaging(0.59)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
CCDC125SNVMissense_Mutationc.1469N>Gp.Ser490Cysp.S490CQ86Z20protein_codingtolerated(0.19)benign(0.35)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CCDC125SNVMissense_Mutationc.1137N>Cp.Gln379Hisp.Q379HQ86Z20protein_codingdeleterious(0)probably_damaging(0.939)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CCDC125SNVMissense_Mutationc.820N>Tp.Ala274Serp.A274SQ86Z20protein_codingtolerated(0.05)benign(0.124)TCGA-AA-3489-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
CCDC125SNVMissense_Mutationc.1477N>Tp.Asp493Tyrp.D493YQ86Z20protein_codingdeleterious(0.02)possibly_damaging(0.667)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
CCDC125SNVMissense_Mutationc.75N>Cp.Glu25Aspp.E25DQ86Z20protein_codingtolerated(0.96)benign(0.015)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
CCDC125SNVMissense_Mutationc.346N>Cp.Cys116Argp.C116RQ86Z20protein_codingtolerated(1)benign(0)TCGA-AA-A02R-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
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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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