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: C8orf59

Gene summary for C8ORF59

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

C8orf59

Gene ID

401466

Gene nameribosomal biogenesis factor
Gene AliasC8orf59
Cytomap8q21.2
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

A0A024R838


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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
401466C8orf59GSM4909281HumanBreastIDC1.20e-296.58e-010.21
401466C8orf59GSM4909285HumanBreastIDC6.52e-062.78e-010.21
401466C8orf59GSM4909287HumanBreastIDC6.03e-043.13e-010.2057
401466C8orf59GSM4909290HumanBreastIDC2.48e-125.23e-010.2096
401466C8orf59GSM4909292HumanBreastIDC8.96e-056.36e-010.1236
401466C8orf59GSM4909294HumanBreastIDC1.39e-092.43e-010.2022
401466C8orf59GSM4909296HumanBreastIDC1.57e-113.07e-010.1524
401466C8orf59GSM4909297HumanBreastIDC9.25e-12-9.51e-020.1517
401466C8orf59GSM4909301HumanBreastIDC4.39e-05-2.03e-010.1577
401466C8orf59GSM4909306HumanBreastIDC2.71e-042.79e-010.1564
401466C8orf59GSM4909311HumanBreastIDC2.98e-341.09e-010.1534
401466C8orf59GSM4909312HumanBreastIDC4.14e-314.58e-010.1552
401466C8orf59GSM4909316HumanBreastIDC3.51e-033.04e-010.21
401466C8orf59GSM4909317HumanBreastIDC2.42e-185.61e-010.1355
401466C8orf59GSM4909318HumanBreastIDC1.67e-106.90e-010.2031
401466C8orf59GSM4909319HumanBreastIDC3.11e-41-1.71e-010.1563
401466C8orf59GSM4909320HumanBreastIDC1.23e-06-1.22e-010.1575
401466C8orf59GSM4909321HumanBreastIDC3.18e-14-8.63e-020.1559
401466C8orf59brca2HumanBreastPrecancer1.17e-082.87e-01-0.024
401466C8orf59M2HumanBreastIDC2.83e-022.60e-010.21
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
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
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
C8orf59SNVMissense_Mutationc.114N>Tp.Lys38Asnp.K38NQ8N0T1protein_codingdeleterious(0.01)probably_damaging(0.964)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
C8orf59SNVMissense_Mutationnovelc.67N>Gp.Phe23Valp.F23VQ8N0T1protein_codingtolerated(0.15)benign(0.031)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
C8orf59deletionFrame_Shift_Delrs752886571c.65delNp.Asn22ThrfsTer18p.N22Tfs*18Q8N0T1protein_codingTCGA-AD-A5EJ-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
C8orf59SNVMissense_Mutationc.68N>Gp.Phe23Cysp.F23CQ8N0T1protein_codingdeleterious(0.03)possibly_damaging(0.794)TCGA-D1-A103-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
C8orf59SNVMissense_Mutationnovelc.235N>Tp.Pro79Serp.P79SQ8N0T1protein_codingtolerated(0.45)benign(0.027)TCGA-E6-A1LX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
C8orf59SNVMissense_Mutationnovelc.116N>Cp.Ile39Thrp.I39TQ8N0T1protein_codingdeleterious(0.02)probably_damaging(0.999)TCGA-E6-A1LX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
C8orf59SNVMissense_Mutationnovelc.41T>Cp.Val14Alap.V14AQ8N0T1protein_codingdeleterious(0.03)probably_damaging(0.996)TCGA-FI-A2D5-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinumPD
C8orf59SNVMissense_Mutationnovelc.168N>Ap.Asn56Lysp.N56KQ8N0T1protein_codingdeleterious(0.05)benign(0.053)TCGA-PG-A917-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
C8orf59SNVMissense_Mutationnovelc.197A>Tp.Lys66Ilep.K66IQ8N0T1protein_codingdeleterious(0)possibly_damaging(0.509)TCGA-BA-4075-01Oral cavityhead & neck squamous cell carcinomaMale<65III/IVChemotherapycarboplatinPD
C8orf59SNVMissense_Mutationnovelc.275N>Gp.Glu92Glyp.E92GQ8N0T1protein_codingtolerated(0.14)possibly_damaging(0.523)TCGA-CV-6948-01Oral cavityhead & neck squamous cell 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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