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: C17orf49

Gene summary for C17ORF49

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

C17orf49

Gene ID

124944

Gene namechromosome 17 open reading frame 49
Gene AliasBAP18
Cytomap17p13.1
Gene Typeprotein-coding
GO ID

GO:0006325

UniProtAcc

Q8IXM2


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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
124944C17orf49LZE2DHumanEsophagusHGIN2.47e-078.07e-010.0642
124944C17orf49LZE2THumanEsophagusESCC3.94e-077.37e-010.082
124944C17orf49LZE3DHumanEsophagusHGIN8.88e-071.00e+000.0668
124944C17orf49LZE4THumanEsophagusESCC1.05e-501.28e+000.0811
124944C17orf49LZE5THumanEsophagusESCC3.15e-158.93e-010.0514
124944C17orf49LZE7THumanEsophagusESCC5.22e-351.57e+000.0667
124944C17orf49LZE8THumanEsophagusESCC1.68e-291.04e+000.067
124944C17orf49LZE20THumanEsophagusESCC4.10e-175.00e-010.0662
124944C17orf49LZE21D1HumanEsophagusHGIN5.38e-033.63e-010.0632
124944C17orf49LZE22D1HumanEsophagusHGIN6.24e-144.88e-010.0595
124944C17orf49LZE22THumanEsophagusESCC2.25e-169.30e-010.068
124944C17orf49LZE24THumanEsophagusESCC3.29e-521.28e+000.0596
124944C17orf49LZE22D3HumanEsophagusHGIN1.28e-057.16e-010.0653
124944C17orf49LZE21THumanEsophagusESCC9.64e-221.00e+000.0655
124944C17orf49LZE6THumanEsophagusESCC4.49e-421.58e+000.0845
124944C17orf49P2T-EHumanEsophagusESCC4.24e-183.36e-010.1177
124944C17orf49P4T-EHumanEsophagusESCC7.21e-122.85e-010.1323
124944C17orf49P5T-EHumanEsophagusESCC8.40e-041.33e-010.1327
124944C17orf49P8T-EHumanEsophagusESCC4.30e-102.01e-010.0889
124944C17orf49P9T-EHumanEsophagusESCC8.59e-071.89e-010.1131
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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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
∗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:000632516EsophagusHGINchromatin organization92/2587409/187231.05e-064.16e-0592
GO:000632517EsophagusESCCchromatin organization240/8552409/187236.52e-081.14e-06240
GO:000632511LiverHCCchromatin organization206/7958409/187237.23e-044.41e-03206
GO:000632510Oral cavityOSCCchromatin organization190/7305409/187231.17e-035.97e-03190
GO:000632515Oral cavityEOLPchromatin organization84/2218409/187232.68e-078.16e-0684
GO:000632521Oral cavityNEOLPchromatin organization70/2005409/187234.97e-056.83e-0470
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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
C17orf49SNVMissense_Mutationc.466N>Cp.Glu156Glnp.E156QQ8IXM2protein_codingdeleterious(0.03)possibly_damaging(0.701)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
C17orf49SNVMissense_Mutationc.134N>Tp.Thr45Metp.T45MQ8IXM2protein_codingdeleterious(0.02)probably_damaging(0.997)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
C17orf49SNVMissense_Mutationnovelc.262N>Gp.Ser88Alap.S88AQ8IXM2protein_codingtolerated(1)benign(0.047)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
C17orf49SNVMissense_Mutationnovelc.215N>Tp.Thr72Ilep.T72IQ8IXM2protein_codingdeleterious(0)probably_damaging(0.996)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
C17orf49SNVMissense_Mutationnovelc.341N>Tp.Ala114Valp.A114VQ8IXM2protein_codingtolerated(0.43)benign(0.003)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
C17orf49SNVMissense_Mutationnovelc.360N>Ap.Ser120Argp.S120RQ8IXM2protein_codingdeleterious(0.04)benign(0.219)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
C17orf49SNVMissense_Mutationc.119N>Tp.Ala40Valp.A40VQ8IXM2protein_codingdeleterious(0.02)probably_damaging(0.994)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
C17orf49SNVMissense_Mutationrs201799608c.244N>Tp.Arg82Cysp.R82CQ8IXM2protein_codingdeleterious(0)probably_damaging(0.989)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
C17orf49SNVMissense_Mutationc.478N>Ap.Glu160Lysp.E160KQ8IXM2protein_codingdeleterious(0.01)possibly_damaging(0.636)TCGA-B5-A11E-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
C17orf49SNVMissense_Mutationrs764031582c.544N>Gp.Met182Valp.M182VQ8IXM2protein_codingtolerated_low_confidence(0.12)benign(0)TCGA-BG-A0M4-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinSD
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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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