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: C1orf52

Gene summary for C1ORF52

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

C1orf52

Gene ID

148423

Gene namechromosome 1 open reading frame 52
Gene Aliasgm117
Cytomap1p22.3
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q8N6N3


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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
148423C1orf52LZE4THumanEsophagusESCC1.53e-123.15e-010.0811
148423C1orf52LZE7THumanEsophagusESCC3.02e-125.28e-010.0667
148423C1orf52LZE8THumanEsophagusESCC1.04e-102.51e-010.067
148423C1orf52LZE20THumanEsophagusESCC2.10e-093.51e-010.0662
148423C1orf52LZE21D1HumanEsophagusHGIN3.53e-024.50e-020.0632
148423C1orf52LZE22THumanEsophagusESCC2.92e-023.31e-010.068
148423C1orf52LZE24THumanEsophagusESCC1.54e-234.91e-010.0596
148423C1orf52LZE6THumanEsophagusESCC2.78e-061.28e-010.0845
148423C1orf52P1T-EHumanEsophagusESCC2.81e-095.92e-010.0875
148423C1orf52P2T-EHumanEsophagusESCC6.36e-317.39e-010.1177
148423C1orf52P4T-EHumanEsophagusESCC2.25e-316.07e-010.1323
148423C1orf52P5T-EHumanEsophagusESCC2.02e-376.95e-010.1327
148423C1orf52P8T-EHumanEsophagusESCC2.51e-194.56e-010.0889
148423C1orf52P9T-EHumanEsophagusESCC2.09e-214.29e-010.1131
148423C1orf52P10T-EHumanEsophagusESCC6.15e-479.02e-010.116
148423C1orf52P11T-EHumanEsophagusESCC1.22e-267.10e-010.1426
148423C1orf52P12T-EHumanEsophagusESCC1.04e-952.19e+000.1122
148423C1orf52P15T-EHumanEsophagusESCC2.06e-346.93e-010.1149
148423C1orf52P16T-EHumanEsophagusESCC6.41e-255.00e-010.1153
148423C1orf52P17T-EHumanEsophagusESCC1.98e-153.39e-010.1278
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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
C1orf52SNVMissense_Mutationnovelc.326N>Cp.Glu109Alap.E109AQ8N6N3protein_codingdeleterious(0)possibly_damaging(0.783)TCGA-A8-A0AB-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
C1orf52SNVMissense_Mutationnovelc.251N>Tp.Arg84Metp.R84MQ8N6N3protein_codingdeleterious(0.03)possibly_damaging(0.895)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
C1orf52SNVMissense_Mutationrs750091650c.508N>Tp.Arg170Cysp.R170CQ8N6N3protein_codingtolerated(0.06)benign(0.011)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
C1orf52SNVMissense_Mutationnovelc.514G>Tp.Val172Leup.V172LQ8N6N3protein_codingtolerated(0.4)benign(0.009)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
C1orf52SNVMissense_Mutationnovelc.458N>Gp.Glu153Glyp.E153GQ8N6N3protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AJ-A3OJ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
C1orf52SNVMissense_Mutationnovelc.401N>Gp.Asp134Glyp.D134GQ8N6N3protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AJ-A5DW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
C1orf52SNVMissense_Mutationc.118N>Ap.Asp40Asnp.D40NQ8N6N3protein_codingtolerated_low_confidence(0.48)benign(0.063)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
C1orf52SNVMissense_Mutationnovelc.287N>Gp.Glu96Glyp.E96GQ8N6N3protein_codingdeleterious(0)probably_damaging(0.998)TCGA-B5-A1MR-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
C1orf52SNVMissense_Mutationrs750091650c.508C>Tp.Arg170Cysp.R170CQ8N6N3protein_codingtolerated(0.06)benign(0.011)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
C1orf52SNVMissense_Mutationnovelc.428N>Ap.Ala143Aspp.A143DQ8N6N3protein_codingdeleterious(0.01)possibly_damaging(0.654)TCGA-D1-A103-01Endometriumuterine 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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