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: C11orf24

Gene summary for C11ORF24

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

C11orf24

Gene ID

53838

Gene namechromosome 11 open reading frame 24
Gene AliasDM4E3
Cytomap11q13.2
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

E9PRU5


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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
53838C11orf24LZE7THumanEsophagusESCC1.76e-054.63e-010.0667
53838C11orf24LZE8THumanEsophagusESCC8.19e-041.90e-010.067
53838C11orf24LZE20THumanEsophagusESCC5.74e-154.02e-010.0662
53838C11orf24LZE22THumanEsophagusESCC1.32e-034.22e-010.068
53838C11orf24LZE24THumanEsophagusESCC7.02e-134.35e-010.0596
53838C11orf24LZE6THumanEsophagusESCC5.63e-043.81e-010.0845
53838C11orf24P1T-EHumanEsophagusESCC1.61e-062.87e-010.0875
53838C11orf24P2T-EHumanEsophagusESCC4.55e-244.74e-010.1177
53838C11orf24P4T-EHumanEsophagusESCC1.76e-359.26e-010.1323
53838C11orf24P5T-EHumanEsophagusESCC1.61e-175.11e-010.1327
53838C11orf24P8T-EHumanEsophagusESCC3.32e-193.57e-010.0889
53838C11orf24P9T-EHumanEsophagusESCC2.35e-164.73e-010.1131
53838C11orf24P10T-EHumanEsophagusESCC3.33e-182.99e-010.116
53838C11orf24P11T-EHumanEsophagusESCC6.36e-268.22e-010.1426
53838C11orf24P12T-EHumanEsophagusESCC8.55e-254.15e-010.1122
53838C11orf24P15T-EHumanEsophagusESCC7.78e-245.52e-010.1149
53838C11orf24P16T-EHumanEsophagusESCC3.05e-153.26e-010.1153
53838C11orf24P17T-EHumanEsophagusESCC2.44e-073.99e-010.1278
53838C11orf24P19T-EHumanEsophagusESCC1.13e-251.46e+000.1662
53838C11orf24P20T-EHumanEsophagusESCC1.69e-235.74e-010.1124
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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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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
C11orf24SNVMissense_Mutationc.26G>Cp.Trp9Serp.W9SQ96F05protein_codingdeleterious(0)benign(0.298)TCGA-AR-A24N-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
C11orf24SNVMissense_Mutationrs758231616c.385N>Ap.Ala129Thrp.A129TQ96F05protein_codingtolerated(0.13)possibly_damaging(0.661)TCGA-B6-A1KN-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
C11orf24SNVMissense_Mutationnovelc.232N>Ap.Glu78Lysp.E78KQ96F05protein_codingtolerated(0.71)benign(0.019)TCGA-BH-A18L-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
C11orf24SNVMissense_Mutationnovelc.1087A>Gp.Arg363Glyp.R363GQ96F05protein_codingtolerated(0.85)benign(0.003)TCGA-GI-A2C9-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificSD
C11orf24SNVMissense_Mutationrs756164298c.724G>Ap.Ala242Thrp.A242TQ96F05protein_codingtolerated(1)benign(0)TCGA-OL-A66N-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
C11orf24insertionFrame_Shift_Insnovelc.551_552insCGCTGAGGCAGAGCTGAp.His185AlafsTer39p.H185Afs*39Q96F05protein_codingTCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
C11orf24SNVMissense_Mutationrs543093269c.853G>Ap.Ala285Thrp.A285TQ96F05protein_codingtolerated(1)benign(0)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
C11orf24SNVMissense_Mutationc.1182G>Tp.Gln394Hisp.Q394HQ96F05protein_codingtolerated(0.15)benign(0.012)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
C11orf24SNVMissense_Mutationrs536792763c.502G>Ap.Ala168Thrp.A168TQ96F05protein_codingtolerated(0.63)benign(0)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
C11orf24SNVMissense_Mutationrs756449465c.59C>Tp.Ala20Valp.A20VQ96F05protein_codingtolerated(1)benign(0.001)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=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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