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: C11orf80

Gene summary for C11ORF80

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

C11orf80

Gene ID

79703

Gene namechromosome 11 open reading frame 80
Gene AliasHYDM4
Cytomap11q13.2
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

B4DXL1


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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
79703C11orf80CCI_1HumanCervixCC2.52e-044.97e-010.528
79703C11orf80CCI_2HumanCervixCC4.24e-075.89e-010.5249
79703C11orf80CCI_3HumanCervixCC5.61e-126.26e-010.516
79703C11orf80CCII_1HumanCervixCC9.74e-063.25e-010.3249
79703C11orf80LZE2THumanEsophagusESCC8.97e-033.98e-010.082
79703C11orf80LZE4THumanEsophagusESCC4.19e-051.95e-010.0811
79703C11orf80LZE20THumanEsophagusESCC6.19e-113.53e-010.0662
79703C11orf80LZE24THumanEsophagusESCC3.40e-102.81e-010.0596
79703C11orf80LZE21THumanEsophagusESCC4.82e-022.36e-010.0655
79703C11orf80P1T-EHumanEsophagusESCC2.80e-052.96e-010.0875
79703C11orf80P2T-EHumanEsophagusESCC2.47e-081.66e-010.1177
79703C11orf80P4T-EHumanEsophagusESCC5.00e-173.92e-010.1323
79703C11orf80P5T-EHumanEsophagusESCC5.73e-193.31e-010.1327
79703C11orf80P8T-EHumanEsophagusESCC6.50e-213.17e-010.0889
79703C11orf80P9T-EHumanEsophagusESCC2.77e-092.10e-010.1131
79703C11orf80P10T-EHumanEsophagusESCC5.27e-101.77e-010.116
79703C11orf80P11T-EHumanEsophagusESCC2.77e-093.32e-010.1426
79703C11orf80P12T-EHumanEsophagusESCC1.39e-356.13e-010.1122
79703C11orf80P15T-EHumanEsophagusESCC4.22e-265.09e-010.1149
79703C11orf80P16T-EHumanEsophagusESCC2.05e-122.75e-010.1153
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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
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
∗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
GO:00482851CervixCCorganelle fission78/2311488/187239.70e-034.79e-0278
GO:00482853EsophagusESCCorganelle fission301/8552488/187234.64e-132.12e-11301
GO:00002802EsophagusESCCnuclear division270/8552439/187231.17e-114.24e-10270
GO:00903053EsophagusESCCnucleic acid phosphodiester bond hydrolysis163/8552261/187233.07e-085.73e-07163
GO:00063101EsophagusESCCDNA recombination168/8552305/187235.58e-043.05e-03168
GO:00482852Oral cavityOSCCorganelle fission265/7305488/187233.22e-121.27e-10265
GO:00002801Oral cavityOSCCnuclear division237/7305439/187239.62e-112.90e-09237
GO:00903052Oral cavityOSCCnucleic acid phosphodiester bond hydrolysis142/7305261/187232.90e-074.43e-06142
GO:0006310Oral cavityOSCCDNA recombination147/7305305/187236.33e-043.56e-03147
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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
C11orf80SNVMissense_Mutationnovelc.1649N>Tp.Cys550Phep.C550FQ8N6T0protein_codingdeleterious(0)probably_damaging(0.926)TCGA-UU-A93S-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
C11orf80insertionFrame_Shift_Insnovelc.807_808insAp.Gly270ArgfsTer20p.G270Rfs*20Q8N6T0protein_codingTCGA-AR-A0TU-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificDoxorubicinSD
C11orf80insertionFrame_Shift_Insnovelc.809_810insACAATp.Ile271GlnfsTer2p.I271Qfs*2Q8N6T0protein_codingTCGA-AR-A0TU-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificDoxorubicinSD
C11orf80insertionFrame_Shift_Insrs779402951c.783dupTp.Glu262Terp.E262*Q8N6T0protein_codingTCGA-E2-A14S-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
C11orf80deletionFrame_Shift_Delc.1191delNp.Leu398TrpfsTer6p.L398Wfs*6Q8N6T0protein_codingTCGA-E2-A15A-06Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
C11orf80SNVMissense_Mutationrs763038216c.502N>Ap.Val168Ilep.V168IQ8N6T0protein_codingtolerated(0.14)benign(0.16)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
C11orf80SNVMissense_Mutationc.1681N>Cp.Glu561Glnp.E561QQ8N6T0protein_codingdeleterious(0.04)possibly_damaging(0.615)TCGA-C5-A1MH-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinPD
C11orf80SNVMissense_Mutationnovelc.185N>Cp.Arg62Thrp.R62TQ8N6T0protein_codingdeleterious(0.01)possibly_damaging(0.848)TCGA-HM-A4S6-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
C11orf80SNVMissense_Mutationc.2005G>Ap.Glu669Lysp.E669KQ8N6T0protein_codingdeleterious(0)possibly_damaging(0.903)TCGA-MU-A51Y-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
C11orf80SNVMissense_Mutationc.671T>Ap.Leu224Glnp.L224QQ8N6T0protein_codingtolerated(0.06)probably_damaging(0.945)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
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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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