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: CCDC92

Gene summary for CCDC92

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CCDC92

Gene ID

80212

Gene namecoiled-coil domain containing 92
Gene AliasCCDC92
Cytomap12q24.31
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q53HC0


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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
80212CCDC92HCC1_MengHumanLiverHCC4.90e-16-3.78e-020.0246
80212CCDC92HCC2_MengHumanLiverHCC1.16e-091.50e-020.0107
80212CCDC92HCC1HumanLiverHCC1.26e-083.65e+000.5336
80212CCDC92S014HumanLiverHCC2.56e-022.84e-010.2254
80212CCDC92S015HumanLiverHCC4.58e-032.69e-010.2375
80212CCDC92S016HumanLiverHCC2.09e-022.68e-010.2243
80212CCDC92S027HumanLiverHCC6.89e-076.43e-010.2446
80212CCDC92S028HumanLiverHCC4.36e-105.91e-010.2503
80212CCDC92S029HumanLiverHCC2.05e-095.21e-010.2581
80212CCDC92C04HumanOral cavityOSCC1.09e-104.69e-010.2633
80212CCDC92C21HumanOral cavityOSCC4.80e-113.83e-010.2678
80212CCDC92C30HumanOral cavityOSCC1.39e-291.04e+000.3055
80212CCDC92C43HumanOral cavityOSCC1.62e-025.54e-020.1704
80212CCDC92C51HumanOral cavityOSCC2.20e-043.70e-010.2674
80212CCDC92C06HumanOral cavityOSCC3.12e-036.50e-010.2699
80212CCDC92C08HumanOral cavityOSCC9.01e-041.65e-010.1919
80212CCDC92LP17HumanOral cavityLP6.53e-033.91e-010.2349
80212CCDC92SYSMH1HumanOral cavityOSCC5.33e-041.76e-010.1127
80212CCDC92SYSMH2HumanOral cavityOSCC1.11e-061.90e-010.2326
80212CCDC92SYSMH5HumanOral cavityOSCC1.94e-031.68e-010.0647
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
CCDC92SNVMissense_Mutationc.892N>Tp.Ala298Serp.A298SQ53HC0protein_codingtolerated_low_confidence(0.33)benign(0.059)TCGA-D8-A1JK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CCDC92SNVMissense_Mutationc.50G>Ap.Ser17Asnp.S17NQ53HC0protein_codingdeleterious(0.01)benign(0.001)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CCDC92SNVMissense_Mutationnovelc.87C>Ap.Ser29Argp.S29RQ53HC0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-PE-A5DD-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyCR
CCDC92SNVMissense_Mutationnovelc.739N>Ap.Leu247Metp.L247MQ53HC0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CCDC92SNVMissense_Mutationnovelc.778N>Cp.Glu260Glnp.E260QQ53HC0protein_codingtolerated(0.08)possibly_damaging(0.892)TCGA-C5-A3HF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
CCDC92SNVMissense_Mutationrs768819776c.490N>Ap.Ala164Thrp.A164TQ53HC0protein_codingtolerated(0.09)probably_damaging(0.989)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
CCDC92SNVMissense_Mutationnovelc.400N>Ap.Leu134Metp.L134MQ53HC0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A6-2672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
CCDC92SNVMissense_Mutationrs776087763c.892N>Ap.Ala298Thrp.A298TQ53HC0protein_codingtolerated_low_confidence(0.09)benign(0.001)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CCDC92SNVMissense_Mutationrs777304210c.341C>Tp.Ala114Valp.A114VQ53HC0protein_codingtolerated(0.05)probably_damaging(0.997)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CCDC92SNVMissense_Mutationc.880N>Tp.Arg294Trpp.R294WQ53HC0protein_codingdeleterious_low_confidence(0)possibly_damaging(0.87)TCGA-AA-3982-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
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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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