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: C19orf60

Gene summary for C19ORF60

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

C19orf60

Gene ID

55049

Gene namerequired for excision 1-B domain containing
Gene AliasC19orf60
Cytomap19p13.11
Gene Typeprotein-coding
GO ID

GO:0003674

UniProtAcc

Q96EN9


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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
55049C19orf60LZE24THumanEsophagusESCC2.55e-02-1.85e-010.0596
55049C19orf60P1T-EHumanEsophagusESCC1.07e-119.99e-010.0875
55049C19orf60P2T-EHumanEsophagusESCC1.61e-387.90e-010.1177
55049C19orf60P4T-EHumanEsophagusESCC5.53e-421.31e+000.1323
55049C19orf60P5T-EHumanEsophagusESCC1.87e-711.56e+000.1327
55049C19orf60P8T-EHumanEsophagusESCC6.35e-661.29e+000.0889
55049C19orf60P9T-EHumanEsophagusESCC6.16e-521.49e+000.1131
55049C19orf60P10T-EHumanEsophagusESCC3.70e-521.10e+000.116
55049C19orf60P11T-EHumanEsophagusESCC4.29e-351.81e+000.1426
55049C19orf60P12T-EHumanEsophagusESCC5.05e-325.86e-010.1122
55049C19orf60P15T-EHumanEsophagusESCC9.42e-371.05e+000.1149
55049C19orf60P16T-EHumanEsophagusESCC9.85e-337.05e-010.1153
55049C19orf60P17T-EHumanEsophagusESCC8.40e-281.48e+000.1278
55049C19orf60P19T-EHumanEsophagusESCC7.01e-131.72e+000.1662
55049C19orf60P20T-EHumanEsophagusESCC6.43e-349.77e-010.1124
55049C19orf60P21T-EHumanEsophagusESCC3.43e-691.36e+000.1617
55049C19orf60P22T-EHumanEsophagusESCC3.77e-821.43e+000.1236
55049C19orf60P23T-EHumanEsophagusESCC4.44e-591.68e+000.108
55049C19orf60P24T-EHumanEsophagusESCC8.15e-439.77e-010.1287
55049C19orf60P26T-EHumanEsophagusESCC2.30e-591.34e+000.1276
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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
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
∗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
C19orf60SNVMissense_Mutationnovelc.344N>Gp.Ser115Trpp.S115WQ96EN9protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A2-A4RW-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
C19orf60SNVMissense_Mutationc.203N>Ap.Gly68Aspp.G68DQ96EN9protein_codingdeleterious_low_confidence(0)benign(0.001)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
C19orf60SNVMissense_Mutationnovelc.223N>Tp.Gly75Cysp.G75CQ96EN9protein_codingtolerated_low_confidence(0.08)benign(0.01)TCGA-D1-A1NY-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinSD
C19orf60deletionFrame_Shift_Delnovelc.219delGp.Arg74AlafsTer34p.R74Afs*34Q96EN9protein_codingTCGA-AJ-A3BH-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
C19orf60SNVMissense_Mutationnovelc.594N>Tp.Glu198Aspp.E198DQ96EN9protein_codingdeleterious(0.02)probably_damaging(0.994)TCGA-VQ-AA6D-01Stomachstomach adenocarcinomaFemale<65III/IVChemotherapyfluorouracilCR
C19orf60SNVMissense_Mutationc.511N>Tp.Arg171Trpp.R171WQ96EN9protein_codingdeleterious(0)possibly_damaging(0.533)TCGA-DJ-A2Q3-01Thyroidthyroid carcinomaFemale<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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