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: C5orf51

Gene summary for C5ORF51

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

C5orf51

Gene ID

285636

Gene namechromosome 5 open reading frame 51
Gene AliasC5orf51
Cytomap5p13.1
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

A6NDU8


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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
285636C5orf51P126T-EHumanEsophagusESCC7.53e-056.98e-010.1125
285636C5orf51P127T-EHumanEsophagusESCC2.86e-336.65e-010.0826
285636C5orf51P128T-EHumanEsophagusESCC2.01e-601.69e+000.1241
285636C5orf51P130T-EHumanEsophagusESCC1.19e-398.05e-010.1676
285636C5orf51HCC1_MengHumanLiverHCC1.81e-283.13e-020.0246
285636C5orf51HCC2_MengHumanLiverHCC3.71e-062.00e-020.0107
285636C5orf51HCC1HumanLiverHCC9.29e-245.08e+000.5336
285636C5orf51HCC2HumanLiverHCC2.87e-274.33e+000.5341
285636C5orf51Pt14.aHumanLiverHCC1.09e-032.20e-010.0169
285636C5orf51S014HumanLiverHCC2.04e-216.26e-010.2254
285636C5orf51S015HumanLiverHCC6.25e-218.08e-010.2375
285636C5orf51S016HumanLiverHCC4.31e-267.06e-010.2243
285636C5orf51S027HumanLiverHCC1.97e-076.74e-010.2446
285636C5orf51S028HumanLiverHCC7.59e-238.48e-010.2503
285636C5orf51S029HumanLiverHCC2.83e-207.66e-010.2581
285636C5orf51C04HumanOral cavityOSCC2.91e-043.27e-010.2633
285636C5orf51C21HumanOral cavityOSCC2.84e-083.33e-010.2678
285636C5orf51C30HumanOral cavityOSCC8.38e-105.03e-010.3055
285636C5orf51C08HumanOral cavityOSCC2.25e-143.32e-010.1919
285636C5orf51LP15HumanOral cavityLP3.78e-025.06e-010.2174
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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
∗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
C5orf51SNVMissense_Mutationnovelc.864N>Ap.Phe288Leup.F288LA6NDU8protein_codingdeleterious(0.04)possibly_damaging(0.487)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
C5orf51SNVMissense_Mutationnovelc.770N>Cp.Gly257Alap.G257AA6NDU8protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
C5orf51SNVMissense_Mutationc.263N>Tp.Pro88Leup.P88LA6NDU8protein_codingdeleterious(0)probably_damaging(0.976)TCGA-C8-A1HM-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
C5orf51SNVMissense_Mutationc.464N>Ap.Arg155Lysp.R155KA6NDU8protein_codingtolerated(0.88)benign(0.007)TCGA-D8-A1XU-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
C5orf51deletionIn_Frame_Delc.31_39delCGAGTGGAAp.Arg11_Glu13delp.R11_E13delA6NDU8protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
C5orf51SNVMissense_Mutationc.136A>Cp.Lys46Glnp.K46QA6NDU8protein_codingdeleterious(0.01)possibly_damaging(0.866)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
C5orf51SNVMissense_Mutationrs370411797c.533N>Ap.Arg178Glnp.R178QA6NDU8protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
C5orf51SNVMissense_Mutationc.324N>Gp.Ile108Metp.I108MA6NDU8protein_codingtolerated(0.24)possibly_damaging(0.549)TCGA-AX-A0J0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
C5orf51SNVMissense_Mutationnovelc.166G>Ap.Glu56Lysp.E56KA6NDU8protein_codingdeleterious(0.04)benign(0.006)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
C5orf51SNVMissense_Mutationc.162N>Tp.Glu54Aspp.E54DA6NDU8protein_codingtolerated(0.78)benign(0)TCGA-BS-A0UV-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
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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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