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: C9orf172

Gene summary for C9ORF172

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

C9orf172

Gene ID

389813

Gene nameapical junction component 1 homolog
Gene AliasC9orf172
Cytomap9q34.3
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

C9J069


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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
389813C9orf172P1T-EHumanEsophagusESCC1.64e-053.13e-010.0875
389813C9orf172P2T-EHumanEsophagusESCC6.62e-204.28e-010.1177
389813C9orf172P4T-EHumanEsophagusESCC3.78e-041.36e-010.1323
389813C9orf172P5T-EHumanEsophagusESCC1.85e-183.34e-010.1327
389813C9orf172P8T-EHumanEsophagusESCC3.75e-031.04e-010.0889
389813C9orf172P9T-EHumanEsophagusESCC8.38e-031.01e-010.1131
389813C9orf172P10T-EHumanEsophagusESCC2.02e-061.44e-010.116
389813C9orf172P11T-EHumanEsophagusESCC6.74e-093.22e-010.1426
389813C9orf172P15T-EHumanEsophagusESCC3.34e-061.46e-010.1149
389813C9orf172P17T-EHumanEsophagusESCC7.83e-165.35e-010.1278
389813C9orf172P20T-EHumanEsophagusESCC4.04e-163.58e-010.1124
389813C9orf172P21T-EHumanEsophagusESCC1.30e-152.88e-010.1617
389813C9orf172P22T-EHumanEsophagusESCC9.44e-071.86e-010.1236
389813C9orf172P23T-EHumanEsophagusESCC4.97e-061.78e-010.108
389813C9orf172P24T-EHumanEsophagusESCC1.76e-123.00e-010.1287
389813C9orf172P26T-EHumanEsophagusESCC4.31e-061.37e-010.1276
389813C9orf172P27T-EHumanEsophagusESCC8.84e-051.56e-010.1055
389813C9orf172P28T-EHumanEsophagusESCC1.97e-101.94e-010.1149
389813C9orf172P30T-EHumanEsophagusESCC7.79e-073.43e-010.137
389813C9orf172P31T-EHumanEsophagusESCC3.75e-038.48e-020.1251
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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
∗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
C9orf172SNVMissense_Mutationrs757182652c.940G>Ap.Glu314Lysp.E314KC9J069protein_codingtolerated(0.15)benign(0.443)TCGA-PE-A5DE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
C9orf172SNVMissense_Mutationrs375917223c.142N>Tp.Arg48Cysp.R48CC9J069protein_codingdeleterious(0)probably_damaging(0.973)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
C9orf172SNVMissense_Mutationc.1850N>Ap.Arg617Glnp.R617QC9J069protein_codingtolerated(0.17)benign(0.253)TCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
C9orf172SNVMissense_Mutationc.2785N>Ap.Glu929Lysp.E929KC9J069protein_codingdeleterious(0)probably_damaging(0.997)TCGA-DM-A1DA-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
C9orf172SNVMissense_Mutationc.2185A>Gp.Ser729Glyp.S729GC9J069protein_codingdeleterious(0.02)benign(0.365)TCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
C9orf172SNVMissense_Mutationnovelc.35N>Tp.Ser12Leup.S12LC9J069protein_codingdeleterious(0)possibly_damaging(0.773)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
C9orf172SNVMissense_Mutationnovelc.843N>Ap.Phe281Leup.F281LC9J069protein_codingdeleterious(0.02)possibly_damaging(0.861)TCGA-AP-A1E0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelSD
C9orf172SNVMissense_Mutationrs758258222c.883G>Ap.Ala295Thrp.A295TC9J069protein_codingtolerated(0.6)benign(0)TCGA-BG-A0MQ-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
C9orf172SNVMissense_Mutationnovelc.122N>Cp.Glu41Alap.E41AC9J069protein_codingtolerated(0.74)benign(0)TCGA-BG-A221-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
C9orf172SNVMissense_Mutationrs745988535c.793N>Ap.Ala265Thrp.A265TC9J069protein_codingtolerated(0.4)benign(0.005)TCGA-EY-A2OM-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapytaxolSD
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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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