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: CCP110

Gene summary for CCP110

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CCP110

Gene ID

9738

Gene namecentriolar coiled-coil protein 110
Gene AliasCP110
Cytomap16p12.3
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

O43303


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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
9738CCP110LZE4THumanEsophagusESCC2.28e-071.75e-010.0811
9738CCP110LZE7THumanEsophagusESCC5.15e-032.81e-010.0667
9738CCP110LZE24THumanEsophagusESCC5.19e-041.48e-010.0596
9738CCP110P1T-EHumanEsophagusESCC2.49e-031.85e-010.0875
9738CCP110P2T-EHumanEsophagusESCC2.04e-336.74e-010.1177
9738CCP110P4T-EHumanEsophagusESCC9.89e-081.46e-010.1323
9738CCP110P5T-EHumanEsophagusESCC4.10e-076.31e-020.1327
9738CCP110P8T-EHumanEsophagusESCC5.78e-142.14e-010.0889
9738CCP110P10T-EHumanEsophagusESCC1.70e-131.33e-010.116
9738CCP110P11T-EHumanEsophagusESCC3.75e-051.55e-010.1426
9738CCP110P12T-EHumanEsophagusESCC2.26e-132.20e-010.1122
9738CCP110P15T-EHumanEsophagusESCC4.31e-112.37e-010.1149
9738CCP110P16T-EHumanEsophagusESCC1.59e-214.05e-010.1153
9738CCP110P20T-EHumanEsophagusESCC6.03e-061.34e-010.1124
9738CCP110P21T-EHumanEsophagusESCC1.42e-121.39e-010.1617
9738CCP110P22T-EHumanEsophagusESCC1.83e-039.49e-020.1236
9738CCP110P23T-EHumanEsophagusESCC1.05e-061.84e-010.108
9738CCP110P24T-EHumanEsophagusESCC1.97e-067.55e-020.1287
9738CCP110P26T-EHumanEsophagusESCC6.50e-122.19e-010.1276
9738CCP110P27T-EHumanEsophagusESCC1.65e-081.47e-010.1055
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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
∗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:00457865EsophagusESCCnegative regulation of cell cycle236/8552385/187233.62e-109.93e-09236
GO:0010639110EsophagusESCCnegative regulation of organelle organization215/8552348/187238.20e-102.01e-08215
GO:000091016EsophagusESCCcytokinesis115/8552173/187232.48e-084.68e-07115
GO:00109484EsophagusESCCnegative regulation of cell cycle process177/8552294/187233.26e-074.59e-06177
GO:190211514EsophagusESCCregulation of organelle assembly116/8552186/187233.15e-063.53e-05116
GO:00070982EsophagusESCCcentrosome cycle85/8552130/187234.41e-064.69e-0585
GO:00310233EsophagusESCCmicrotubule organizing center organization92/8552143/187235.04e-065.31e-0592
GO:003134616EsophagusESCCpositive regulation of cell projection organization201/8552353/187231.19e-051.11e-04201
GO:006049118EsophagusESCCregulation of cell projection assembly110/8552188/187232.60e-041.58e-03110
GO:012003218EsophagusESCCregulation of plasma membrane bounded cell projection assembly108/8552186/187234.37e-042.46e-03108
GO:01200347EsophagusESCCpositive regulation of plasma membrane bounded cell projection assembly64/8552105/187231.15e-035.70e-0364
GO:00324653EsophagusESCCregulation of cytokinesis57/855292/187231.20e-035.88e-0357
GO:190211611EsophagusESCCnegative regulation of organelle assembly28/855241/187232.88e-031.21e-0228
GO:19021174EsophagusESCCpositive regulation of organelle assembly42/855267/187233.72e-031.52e-0242
GO:00513025EsophagusESCCregulation of cell division97/8552177/187238.93e-033.12e-0297
GO:001063912LiverHCCnegative regulation of organelle organization204/7958348/187237.67e-102.37e-08204
GO:003134611LiverHCCpositive regulation of cell projection organization193/7958353/187232.28e-063.08e-05193
GO:19021151LiverHCCregulation of organelle assembly110/7958186/187233.30e-064.34e-05110
GO:0045786LiverHCCnegative regulation of cell cycle204/7958385/187231.84e-051.99e-04204
GO:000091011LiverHCCcytokinesis100/7958173/187233.38e-053.39e-04100
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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
CCP110SNVMissense_Mutationc.2575N>Cp.Val859Leup.V859LO43303protein_codingdeleterious(0)probably_damaging(0.942)TCGA-AR-A1AH-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPD
CCP110SNVMissense_Mutationc.2434N>Ap.Arg812Serp.R812SO43303protein_codingdeleterious(0)probably_damaging(1)TCGA-BH-A18N-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CCP110SNVMissense_Mutationc.2108N>Tp.Ser703Phep.S703FO43303protein_codingtolerated(0.07)possibly_damaging(0.847)TCGA-BH-A1F8-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownPD
CCP110SNVMissense_Mutationc.772G>Ap.Glu258Lysp.E258KO43303protein_codingdeleterious(0)probably_damaging(0.998)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CCP110deletionIn_Frame_Delc.522_542delNNNNNNNNNNNNNNNNNNNNNp.Asp175_His181delp.D175_H181delO43303protein_codingTCGA-A8-A075-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyepirubicinCR
CCP110SNVMissense_Mutationc.2162N>Gp.Ser721Cysp.S721CO43303protein_codingdeleterious(0)probably_damaging(0.911)TCGA-DG-A2KM-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
CCP110SNVMissense_Mutationrs781615627c.1471N>Ap.Ala491Thrp.A491TO43303protein_codingtolerated(0.52)benign(0.001)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CCP110SNVMissense_Mutationc.1717N>Tp.Asn573Tyrp.N573YO43303protein_codingdeleterious(0)possibly_damaging(0.906)TCGA-FU-A40J-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycarboplatinCR
CCP110SNVMissense_Mutationnovelc.625N>Ap.Glu209Lysp.E209KO43303protein_codingtolerated(0.09)benign(0.23)TCGA-UC-A7PF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CCP110SNVMissense_Mutationc.2257N>Gp.Phe753Valp.F753VO43303protein_codingtolerated(0.19)benign(0.23)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
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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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