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: CGGBP1

Gene summary for CGGBP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CGGBP1

Gene ID

8545

Gene nameCGG triplet repeat binding protein 1
Gene AliasCGGBP
Cytomap3p11.1
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q9UFW8


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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
8545CGGBP1LZE4THumanEsophagusESCC8.38e-162.82e-010.0811
8545CGGBP1LZE5THumanEsophagusESCC1.43e-034.03e-010.0514
8545CGGBP1LZE7THumanEsophagusESCC1.31e-062.08e-010.0667
8545CGGBP1LZE8THumanEsophagusESCC1.74e-052.18e-010.067
8545CGGBP1LZE20THumanEsophagusESCC4.14e-051.43e-010.0662
8545CGGBP1LZE22THumanEsophagusESCC1.50e-053.31e-010.068
8545CGGBP1LZE24D1HumanEsophagusHGIN2.65e-055.19e-010.054
8545CGGBP1LZE24THumanEsophagusESCC2.18e-341.00e+000.0596
8545CGGBP1LZE6THumanEsophagusESCC4.47e-072.38e-010.0845
8545CGGBP1P1T-EHumanEsophagusESCC4.05e-097.04e-010.0875
8545CGGBP1P2T-EHumanEsophagusESCC5.96e-487.93e-010.1177
8545CGGBP1P4T-EHumanEsophagusESCC6.57e-397.64e-010.1323
8545CGGBP1P5T-EHumanEsophagusESCC1.47e-263.98e-010.1327
8545CGGBP1P8T-EHumanEsophagusESCC1.72e-415.88e-010.0889
8545CGGBP1P9T-EHumanEsophagusESCC9.06e-224.97e-010.1131
8545CGGBP1P10T-EHumanEsophagusESCC1.07e-356.20e-010.116
8545CGGBP1P11T-EHumanEsophagusESCC5.80e-331.24e+000.1426
8545CGGBP1P12T-EHumanEsophagusESCC5.22e-416.80e-010.1122
8545CGGBP1P15T-EHumanEsophagusESCC2.95e-387.76e-010.1149
8545CGGBP1P16T-EHumanEsophagusESCC1.95e-375.49e-010.1153
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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
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.

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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:00400295EsophagusESCCregulation of gene expression, epigenetic74/8552105/187232.24e-073.42e-0674
GO:0040029LiverHCCregulation of gene expression, epigenetic61/7958105/187239.02e-045.31e-0361
GO:00400294Oral cavityOSCCregulation of gene expression, epigenetic59/7305105/187232.62e-041.68e-0359
GO:00400292Oral cavityEOLPregulation of gene expression, epigenetic24/2218105/187231.07e-037.87e-0324
GO:00400293Oral cavityNEOLPregulation of gene expression, epigenetic24/2005105/187232.48e-042.55e-0324
GO:004002912SkincSCCregulation of gene expression, epigenetic39/4864105/187237.56e-033.53e-0239
GO:00400297ThyroidPTCregulation of gene expression, epigenetic57/5968105/187231.60e-062.25e-0557
GO:004002913ThyroidATCregulation of gene expression, epigenetic57/6293105/187231.01e-051.00e-0457
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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
CGGBP1SNVMissense_Mutationnovelc.22N>Ap.Ala8Thrp.A8TQ9UFW8protein_codingtolerated(0.79)benign(0.019)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CGGBP1SNVMissense_Mutationc.160N>Tp.Arg54Cysp.R54CQ9UFW8protein_codingtolerated(0.16)benign(0.193)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CGGBP1SNVMissense_Mutationnovelc.179N>Gp.Asp60Glyp.D60GQ9UFW8protein_codingtolerated(0.34)possibly_damaging(0.908)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
CGGBP1SNVMissense_Mutationc.134N>Ap.Ser45Tyrp.S45YQ9UFW8protein_codingtolerated(1)benign(0.278)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
CGGBP1SNVMissense_Mutationc.451C>Tp.Leu151Phep.L151FQ9UFW8protein_codingtolerated(0.18)probably_damaging(0.934)TCGA-DY-A1DD-01Colorectumrectum adenocarcinomaFemale>=65III/IVUnknownUnknownSD
CGGBP1SNVMissense_Mutationc.35G>Ap.Arg12Glnp.R12QQ9UFW8protein_codingtolerated(0.32)benign(0.072)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CGGBP1SNVMissense_Mutationc.53N>Ap.Ala18Aspp.A18DQ9UFW8protein_codingdeleterious(0)probably_damaging(0.958)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
CGGBP1SNVMissense_Mutationc.160C>Tp.Arg54Cysp.R54CQ9UFW8protein_codingtolerated(0.16)benign(0.193)TCGA-B5-A0JY-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapydoxorubicinSD
CGGBP1SNVMissense_Mutationc.341N>Gp.Ala114Glyp.A114GQ9UFW8protein_codingdeleterious(0.01)possibly_damaging(0.866)TCGA-BS-A0UF-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CGGBP1SNVMissense_Mutationnovelc.415N>Ap.Ser139Thrp.S139TQ9UFW8protein_codingdeleterious(0.04)possibly_damaging(0.682)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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