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: C3orf52

Gene summary for C3ORF52

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

C3orf52

Gene ID

79669

Gene namechromosome 3 open reading frame 52
Gene AliasTTMP
Cytomap3q13.2
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q5BVD1


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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
79669C3orf52CCI_1HumanCervixCC2.06e-045.24e-010.528
79669C3orf52CCI_2HumanCervixCC1.35e-117.92e-010.5249
79669C3orf52CCI_3HumanCervixCC1.32e-146.43e-010.516
79669C3orf52sample1HumanCervixCC6.50e-093.78e-010.0959
79669C3orf52sample3HumanCervixCC1.14e-062.09e-010.1387
79669C3orf52T1HumanCervixCC2.87e-194.44e-010.0918
79669C3orf52T3HumanCervixCC2.49e-082.38e-010.1389
79669C3orf52HTA11_1938_2000001011HumanColorectumAD5.95e-043.16e-01-0.0811
79669C3orf52A002-C-205HumanColorectumFAP1.06e-03-1.98e-01-0.1236
79669C3orf52A015-C-104HumanColorectumFAP3.35e-03-1.34e-01-0.1899
79669C3orf52A002-C-116HumanColorectumFAP3.11e-02-6.49e-02-0.0452
79669C3orf52LZE4THumanEsophagusESCC1.33e-103.76e-010.0811
79669C3orf52LZE5THumanEsophagusESCC2.36e-052.78e-020.0514
79669C3orf52LZE7THumanEsophagusESCC3.66e-022.07e-010.0667
79669C3orf52LZE8THumanEsophagusESCC4.11e-113.01e-010.067
79669C3orf52LZE24THumanEsophagusESCC1.88e-116.95e-010.0596
79669C3orf52P1T-EHumanEsophagusESCC3.26e-074.18e-010.0875
79669C3orf52P2T-EHumanEsophagusESCC4.50e-09-1.32e-010.1177
79669C3orf52P4T-EHumanEsophagusESCC9.10e-052.42e-020.1323
79669C3orf52P5T-EHumanEsophagusESCC1.75e-103.04e-010.1327
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
∗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
C3orf52SNVMissense_Mutationc.370N>Ap.Glu124Lysp.E124KQ5BVD1protein_codingtolerated_low_confidence(0.06)benign(0.189)TCGA-A2-A0EV-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
C3orf52SNVMissense_Mutationnovelc.16C>Tp.Pro6Serp.P6SQ5BVD1protein_codingtolerated_low_confidence(0.15)benign(0.019)TCGA-A7-A4SC-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
C3orf52SNVMissense_Mutationc.118G>Ap.Glu40Lysp.E40KQ5BVD1protein_codingdeleterious_low_confidence(0.04)possibly_damaging(0.745)TCGA-BH-A0W7-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
C3orf52SNVMissense_Mutationc.599C>Tp.Ser200Leup.S200LQ5BVD1protein_codingbenign(0.01)TCGA-EW-A1OV-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyepirubicinSD
C3orf52SNVMissense_Mutationrs746731235c.391G>Ap.Glu131Lysp.E131KQ5BVD1protein_codingtolerated_low_confidence(0.39)benign(0.001)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
C3orf52SNVMissense_Mutationnovelc.37C>Gp.Leu13Valp.L13VQ5BVD1protein_codingdeleterious_low_confidence(0.01)benign(0.319)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
C3orf52SNVMissense_Mutationnovelc.482N>Cp.Lys161Thrp.K161TQ5BVD1protein_codingbenign(0.224)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
C3orf52SNVMissense_Mutationc.583N>Ap.Leu195Ilep.L195IQ5BVD1protein_codingbenign(0.282)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
C3orf52SNVMissense_Mutationrs746731235c.391N>Ap.Glu131Lysp.E131KQ5BVD1protein_codingtolerated_low_confidence(0.39)benign(0.001)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
C3orf52SNVMissense_Mutationc.271N>Cp.Thr91Prop.T91PQ5BVD1protein_codingdeleterious_low_confidence(0.02)probably_damaging(0.953)TCGA-B5-A11N-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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