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: CCDC107

Gene summary for CCDC107

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CCDC107

Gene ID

203260

Gene namecoiled-coil domain containing 107
Gene AliasPSEC0222
Cytomap9p13.3
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q8WV48


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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
203260CCDC107S016HumanLiverHCC2.46e-148.73e-010.2243
203260CCDC107S027HumanLiverHCC4.22e-111.29e+000.2446
203260CCDC107S028HumanLiverHCC1.95e-221.27e+000.2503
203260CCDC107S029HumanLiverHCC3.27e-251.81e+000.2581
203260CCDC107C04HumanOral cavityOSCC1.31e-089.23e-010.2633
203260CCDC107C21HumanOral cavityOSCC1.91e-178.04e-010.2678
203260CCDC107C30HumanOral cavityOSCC1.58e-201.19e+000.3055
203260CCDC107C43HumanOral cavityOSCC1.77e-234.79e-010.1704
203260CCDC107C46HumanOral cavityOSCC2.48e-07-4.68e-030.1673
203260CCDC107C51HumanOral cavityOSCC5.42e-076.86e-010.2674
203260CCDC107C57HumanOral cavityOSCC1.87e-021.78e-010.1679
203260CCDC107C06HumanOral cavityOSCC4.26e-081.35e+000.2699
203260CCDC107C08HumanOral cavityOSCC3.13e-091.36e-010.1919
203260CCDC107LN46HumanOral cavityOSCC7.89e-06-4.73e-020.1666
203260CCDC107EOLP-1HumanOral cavityEOLP2.03e-02-1.72e-02-0.0202
203260CCDC107NEOLP-2HumanOral cavityNEOLP1.69e-061.39e-01-0.0196
203260CCDC107NEOLP-3HumanOral cavityNEOLP2.16e-051.23e-01-0.0191
203260CCDC107SYSMH1HumanOral cavityOSCC2.76e-03-3.32e-020.1127
203260CCDC107SYSMH3HumanOral cavityOSCC9.30e-085.12e-010.2442
203260CCDC107SYSMH4HumanOral cavityOSCC5.29e-13-2.91e-010.1226
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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
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
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.

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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
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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
CCDC107insertionFrame_Shift_Insnovelc.562_563insGTGATTGGGTTTTTp.Lys188SerfsTer14p.K188Sfs*14Q8WV48protein_codingTCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CCDC107SNVMissense_Mutationnovelc.155C>Ap.Pro52Glnp.P52QQ8WV48protein_codingtolerated(0.11)possibly_damaging(0.667)TCGA-C5-A3HD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
CCDC107SNVMissense_Mutationc.221N>Tp.Ala74Valp.A74VQ8WV48protein_codingtolerated(0.11)possibly_damaging(0.741)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
CCDC107SNVMissense_Mutationrs762343169c.533N>Tp.Ser178Leup.S178LQ8WV48protein_codingtolerated_low_confidence(0.15)benign(0)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
CCDC107SNVMissense_Mutationnovelc.647N>Gp.Asp216Glyp.D216GQ8WV48protein_codingdeleterious(0.01)benign(0.23)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
CCDC107SNVMissense_Mutationc.363N>Tp.Glu121Aspp.E121DQ8WV48protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CCDC107SNVMissense_Mutationc.777N>Cp.Lys259Asnp.K259NQ8WV48protein_codingtolerated_low_confidence(0.1)benign(0.007)TCGA-AP-A054-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinPD
CCDC107SNVMissense_Mutationnovelc.559N>Ap.Asp187Asnp.D187NQ8WV48protein_codingtolerated_low_confidence(0.43)benign(0.011)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CCDC107SNVMissense_Mutationnovelc.467N>Cp.Ile156Thrp.I156TQ8WV48protein_codingdeleterious(0)possibly_damaging(0.814)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
CCDC107SNVMissense_Mutationrs202093963c.472G>Ap.Glu158Lysp.E158KQ8WV48protein_codingtolerated(0.07)benign(0.015)TCGA-EO-A22R-01Endometriumuterine corpus endometrioid carcinomaFemale<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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