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: C12orf49

Gene summary for C12ORF49

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

C12orf49

Gene ID

79794

Gene nameSREBF pathway regulator in golgi 1
Gene AliasC12orf49
Cytomap12q24.22
Gene Typeprotein-coding
GO ID

GO:0006950

UniProtAcc

A0A024RBQ8


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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
79794C12orf49LZE24THumanEsophagusESCC8.80e-061.22e-010.0596
79794C12orf49P1T-EHumanEsophagusESCC4.72e-042.44e-010.0875
79794C12orf49P2T-EHumanEsophagusESCC4.09e-355.15e-010.1177
79794C12orf49P4T-EHumanEsophagusESCC7.78e-184.22e-010.1323
79794C12orf49P5T-EHumanEsophagusESCC4.12e-182.33e-010.1327
79794C12orf49P8T-EHumanEsophagusESCC3.81e-153.09e-010.0889
79794C12orf49P9T-EHumanEsophagusESCC1.59e-058.62e-020.1131
79794C12orf49P10T-EHumanEsophagusESCC9.31e-161.22e-010.116
79794C12orf49P12T-EHumanEsophagusESCC2.81e-118.00e-020.1122
79794C12orf49P15T-EHumanEsophagusESCC1.79e-071.05e-010.1149
79794C12orf49P16T-EHumanEsophagusESCC6.01e-171.73e-010.1153
79794C12orf49P17T-EHumanEsophagusESCC2.04e-028.80e-020.1278
79794C12orf49P20T-EHumanEsophagusESCC6.91e-121.45e-010.1124
79794C12orf49P21T-EHumanEsophagusESCC2.26e-182.47e-010.1617
79794C12orf49P22T-EHumanEsophagusESCC1.30e-059.16e-020.1236
79794C12orf49P23T-EHumanEsophagusESCC1.95e-111.93e-010.108
79794C12orf49P24T-EHumanEsophagusESCC9.42e-066.66e-020.1287
79794C12orf49P26T-EHumanEsophagusESCC2.78e-141.90e-010.1276
79794C12orf49P27T-EHumanEsophagusESCC4.26e-101.05e-010.1055
79794C12orf49P28T-EHumanEsophagusESCC1.03e-101.87e-010.1149
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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
C12orf49SNVMissense_Mutationrs201890321c.448N>Tp.Arg150Trpp.R150WQ9H741protein_codingdeleterious(0)probably_damaging(0.916)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
C12orf49SNVMissense_Mutationc.353G>Ap.Gly118Aspp.G118DQ9H741protein_codingtolerated(0.15)possibly_damaging(0.599)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
C12orf49SNVMissense_Mutationc.226N>Tp.Arg76Cysp.R76CQ9H741protein_codingdeleterious(0)possibly_damaging(0.877)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
C12orf49insertionFrame_Shift_Insnovelc.293_294insTp.Leu98PhefsTer8p.L98Ffs*8Q9H741protein_codingTCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
C12orf49SNVMissense_Mutationc.119N>Tp.Arg40Metp.R40MQ9H741protein_codingtolerated(0.07)benign(0.436)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
C12orf49SNVMissense_Mutationc.368N>Tp.Gly123Valp.G123VQ9H741protein_codingdeleterious(0)probably_damaging(1)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
C12orf49SNVMissense_Mutationnovelc.491N>Gp.Asp164Glyp.D164GQ9H741protein_codingdeleterious(0.01)probably_damaging(0.951)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
C12orf49SNVMissense_Mutationc.392N>Ap.Cys131Tyrp.C131YQ9H741protein_codingdeleterious(0)probably_damaging(1)TCGA-AX-A0J1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
C12orf49SNVMissense_Mutationnovelc.427N>Ap.Leu143Ilep.L143IQ9H741protein_codingtolerated(0.08)possibly_damaging(0.577)TCGA-B5-A1MR-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
C12orf49SNVMissense_Mutationnovelc.68N>Cp.Phe23Serp.F23SQ9H741protein_codingdeleterious(0)possibly_damaging(0.598)TCGA-BG-A221-01Endometriumuterine 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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