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: C11orf54

Gene summary for C11ORF54

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

C11orf54

Gene ID

28970

Gene namechromosome 11 open reading frame 54
Gene AliasPTD012
Cytomap11q21
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

A0A024R396


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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
28970C11orf54P15T-EHumanEsophagusESCC1.73e-089.18e-020.1149
28970C11orf54P16T-EHumanEsophagusESCC3.52e-172.93e-010.1153
28970C11orf54P17T-EHumanEsophagusESCC2.99e-072.26e-010.1278
28970C11orf54P20T-EHumanEsophagusESCC1.37e-091.13e-010.1124
28970C11orf54P21T-EHumanEsophagusESCC2.19e-222.41e-010.1617
28970C11orf54P22T-EHumanEsophagusESCC1.30e-042.21e-020.1236
28970C11orf54P23T-EHumanEsophagusESCC8.00e-112.08e-010.108
28970C11orf54P24T-EHumanEsophagusESCC1.19e-043.40e-020.1287
28970C11orf54P26T-EHumanEsophagusESCC3.64e-202.89e-010.1276
28970C11orf54P27T-EHumanEsophagusESCC1.01e-171.43e-010.1055
28970C11orf54P28T-EHumanEsophagusESCC6.63e-091.93e-010.1149
28970C11orf54P30T-EHumanEsophagusESCC1.61e-094.38e-010.137
28970C11orf54P31T-EHumanEsophagusESCC3.27e-132.13e-010.1251
28970C11orf54P32T-EHumanEsophagusESCC7.24e-101.40e-010.1666
28970C11orf54P37T-EHumanEsophagusESCC1.42e-049.54e-020.1371
28970C11orf54P39T-EHumanEsophagusESCC2.28e-118.18e-020.0894
28970C11orf54P40T-EHumanEsophagusESCC1.02e-026.32e-020.109
28970C11orf54P42T-EHumanEsophagusESCC8.17e-091.77e-010.1175
28970C11orf54P44T-EHumanEsophagusESCC5.92e-048.44e-020.1096
28970C11orf54P48T-EHumanEsophagusESCC1.77e-031.86e-020.0959
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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
C11orf54SNVMissense_Mutationnovelc.773N>Gp.Pro258Argp.P258RQ9H0W9protein_codingdeleterious(0.02)probably_damaging(0.988)TCGA-A2-A0CR-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
C11orf54SNVMissense_Mutationc.328G>Cp.Glu110Glnp.E110QQ9H0W9protein_codingdeleterious(0)probably_damaging(0.999)TCGA-C5-A3HE-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
C11orf54SNVMissense_Mutationrs780612413c.101N>Tp.Ser34Phep.S34FQ9H0W9protein_codingdeleterious(0.01)possibly_damaging(0.782)TCGA-VS-A959-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
C11orf54SNVMissense_Mutationc.445N>Gp.Cys149Glyp.C149GQ9H0W9protein_codingtolerated(0.33)benign(0.059)TCGA-AG-3892-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
C11orf54deletionFrame_Shift_Delc.810delTp.Phe270LeufsTer18p.F270Lfs*18Q9H0W9protein_codingTCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
C11orf54deletionFrame_Shift_Delc.810delTp.Phe270LeufsTer18p.F270Lfs*18Q9H0W9protein_codingTCGA-AZ-4615-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyxelodaPD
C11orf54SNVMissense_Mutationnovelc.856N>Tp.Asp286Tyrp.D286YQ9H0W9protein_codingdeleterious(0)probably_damaging(0.957)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
C11orf54SNVMissense_Mutationnovelc.145N>Tp.Pro49Serp.P49SQ9H0W9protein_codingtolerated(0.26)benign(0.245)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
C11orf54SNVMissense_Mutationnovelc.590N>Ap.Gly197Glup.G197EQ9H0W9protein_codingtolerated(0.12)probably_damaging(0.983)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
C11orf54SNVMissense_Mutationrs371075089c.904N>Tp.Arg302Cysp.R302CQ9H0W9protein_codingdeleterious(0)probably_damaging(1)TCGA-AP-A056-01Endometriumuterine 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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