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: C3orf58

Gene summary for C3ORF58

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

C3orf58

Gene ID

205428

Gene namedivergent protein kinase domain 2A
Gene AliasC3orf58
Cytomap3q24
Gene Typeprotein-coding
GO ID

GO:0001932

UniProtAcc

B3KTD4


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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
205428C3orf58P1T-EHumanEsophagusESCC7.92e-141.02e+000.0875
205428C3orf58P2T-EHumanEsophagusESCC7.43e-521.29e+000.1177
205428C3orf58P4T-EHumanEsophagusESCC1.13e-288.92e-010.1323
205428C3orf58P5T-EHumanEsophagusESCC4.00e-153.31e-010.1327
205428C3orf58P8T-EHumanEsophagusESCC1.07e-226.72e-010.0889
205428C3orf58P9T-EHumanEsophagusESCC4.23e-246.93e-010.1131
205428C3orf58P10T-EHumanEsophagusESCC1.08e-571.17e+000.116
205428C3orf58P11T-EHumanEsophagusESCC1.29e-043.64e-010.1426
205428C3orf58P12T-EHumanEsophagusESCC1.44e-511.27e+000.1122
205428C3orf58P15T-EHumanEsophagusESCC6.92e-551.38e+000.1149
205428C3orf58P16T-EHumanEsophagusESCC1.56e-174.82e-010.1153
205428C3orf58P20T-EHumanEsophagusESCC9.14e-144.11e-010.1124
205428C3orf58P21T-EHumanEsophagusESCC3.86e-10-1.82e-020.1617
205428C3orf58P22T-EHumanEsophagusESCC9.29e-163.17e-010.1236
205428C3orf58P23T-EHumanEsophagusESCC1.13e-175.84e-010.108
205428C3orf58P24T-EHumanEsophagusESCC3.00e-024.91e-020.1287
205428C3orf58P26T-EHumanEsophagusESCC4.32e-499.51e-010.1276
205428C3orf58P27T-EHumanEsophagusESCC3.11e-429.51e-010.1055
205428C3orf58P28T-EHumanEsophagusESCC2.80e-225.69e-010.1149
205428C3orf58P30T-EHumanEsophagusESCC6.02e-361.35e+000.137
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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
C3orf58SNVMissense_Mutationc.1183N>Tp.Leu395Phep.L395FQ8NDZ4protein_codingdeleterious(0.01)probably_damaging(0.991)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
C3orf58SNVMissense_Mutationrs746257836c.954T>Gp.Ile318Metp.I318MQ8NDZ4protein_codingdeleterious(0)benign(0.221)TCGA-C8-A12V-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
C3orf58deletionFrame_Shift_Delnovelc.1245delNp.Glu417AsnfsTer6p.E417Nfs*6Q8NDZ4protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
C3orf58SNVMissense_Mutationc.583N>Tp.Arg195Cysp.R195CQ8NDZ4protein_codingdeleterious(0)possibly_damaging(0.556)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
C3orf58SNVMissense_Mutationnovelc.1031C>Tp.Ser344Leup.S344LQ8NDZ4protein_codingdeleterious(0.04)probably_damaging(0.943)TCGA-VS-A8QM-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
C3orf58SNVMissense_Mutationrs199668779c.1180N>Tp.Arg394Trpp.R394WQ8NDZ4protein_codingdeleterious(0.01)possibly_damaging(0.742)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
C3orf58SNVMissense_Mutationnovelc.947N>Tp.Arg316Ilep.R316IQ8NDZ4protein_codingtolerated(0.06)benign(0.208)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
C3orf58SNVMissense_Mutationnovelc.638N>Tp.Pro213Leup.P213LQ8NDZ4protein_codingdeleterious(0.01)benign(0.251)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
C3orf58SNVMissense_Mutationnovelc.1048N>Tp.Leu350Phep.L350FQ8NDZ4protein_codingdeleterious(0.01)probably_damaging(0.986)TCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
C3orf58SNVMissense_Mutationc.970G>Ap.Glu324Lysp.E324KQ8NDZ4protein_codingtolerated(1)probably_damaging(0.953)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=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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