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: C2orf49

Gene summary for C2ORF49

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

C2orf49

Gene ID

79074

Gene namechromosome 2 open reading frame 49
Gene Aliasasw
Cytomap2q12.2
Gene Typeprotein-coding
GO ID

GO:0007275

UniProtAcc

C9J4K0


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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
79074C2orf49P130T-EHumanEsophagusESCC3.06e-285.34e-010.1676
79074C2orf49HCC1_MengHumanLiverHCC1.09e-627.63e-020.0246
79074C2orf49HCC2_MengHumanLiverHCC1.07e-251.31e-010.0107
79074C2orf49cirrhotic2HumanLiverCirrhotic1.16e-034.48e-020.0201
79074C2orf49HCC1HumanLiverHCC8.45e-113.91e+000.5336
79074C2orf49HCC2HumanLiverHCC4.07e-163.38e+000.5341
79074C2orf49Pt13.bHumanLiverHCC3.51e-058.55e-020.0251
79074C2orf49S015HumanLiverHCC3.25e-094.34e-010.2375
79074C2orf49S016HumanLiverHCC5.87e-073.29e-010.2243
79074C2orf49S028HumanLiverHCC4.60e-093.31e-010.2503
79074C2orf49S029HumanLiverHCC2.30e-083.92e-010.2581
79074C2orf49C04HumanOral cavityOSCC6.59e-105.95e-010.2633
79074C2orf49C21HumanOral cavityOSCC3.21e-227.34e-010.2678
79074C2orf49C30HumanOral cavityOSCC9.41e-219.09e-010.3055
79074C2orf49C43HumanOral cavityOSCC8.99e-152.58e-010.1704
79074C2orf49C46HumanOral cavityOSCC7.30e-042.47e-010.1673
79074C2orf49C51HumanOral cavityOSCC1.37e-033.14e-010.2674
79074C2orf49C57HumanOral cavityOSCC3.92e-031.97e-010.1679
79074C2orf49C06HumanOral cavityOSCC2.62e-048.32e-010.2699
79074C2orf49C08HumanOral cavityOSCC2.11e-132.79e-010.1919
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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
C2orf49SNVMissense_Mutationnovelc.419N>Ap.Arg140Lysp.R140KQ9BVC5protein_codingtolerated(0.11)benign(0.037)TCGA-A8-A094-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
C2orf49SNVMissense_Mutationc.176N>Gp.Pro59Argp.P59RQ9BVC5protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
C2orf49SNVMissense_Mutationc.296N>Ap.Arg99Lysp.R99KQ9BVC5protein_codingdeleterious(0)probably_damaging(0.986)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
C2orf49SNVMissense_Mutationrs765886202c.214N>Gp.Lys72Glup.K72EQ9BVC5protein_codingdeleterious(0.03)possibly_damaging(0.78)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
C2orf49SNVMissense_Mutationc.440C>Tp.Ser147Leup.S147LQ9BVC5protein_codingtolerated(0.06)benign(0.262)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
C2orf49SNVMissense_Mutationrs368281845c.566N>Tp.Ser189Leup.S189LQ9BVC5protein_codingtolerated(0.6)benign(0.003)TCGA-AY-6197-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
C2orf49SNVMissense_Mutationnovelc.635A>Gp.Glu212Glyp.E212GQ9BVC5protein_codingdeleterious(0.03)possibly_damaging(0.726)TCGA-G4-6321-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyfluorouracilSD
C2orf49SNVMissense_Mutationc.440N>Tp.Ser147Leup.S147LQ9BVC5protein_codingtolerated(0.06)benign(0.262)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
C2orf49SNVMissense_Mutationrs368281845c.566N>Tp.Ser189Leup.S189LQ9BVC5protein_codingtolerated(0.6)benign(0.003)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
C2orf49SNVMissense_Mutationnovelc.175N>Tp.Pro59Serp.P59SQ9BVC5protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A5-A2K5-01Endometriumuterine 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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