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: C14orf93

Gene summary for C14ORF93

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

C14orf93

Gene ID

60686

Gene namechromosome 14 open reading frame 93
Gene AliasRTFC
Cytomap14q11.2
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

Q9H972


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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
60686C14orf93LZE4THumanEsophagusESCC4.72e-029.66e-020.0811
60686C14orf93LZE24THumanEsophagusESCC8.98e-072.02e-010.0596
60686C14orf93P2T-EHumanEsophagusESCC2.66e-131.38e-010.1177
60686C14orf93P4T-EHumanEsophagusESCC1.43e-031.32e-010.1323
60686C14orf93P5T-EHumanEsophagusESCC3.74e-117.61e-020.1327
60686C14orf93P8T-EHumanEsophagusESCC7.20e-131.33e-010.0889
60686C14orf93P9T-EHumanEsophagusESCC2.57e-071.58e-010.1131
60686C14orf93P10T-EHumanEsophagusESCC1.99e-192.31e-010.116
60686C14orf93P12T-EHumanEsophagusESCC5.27e-254.03e-010.1122
60686C14orf93P15T-EHumanEsophagusESCC1.33e-153.37e-010.1149
60686C14orf93P16T-EHumanEsophagusESCC5.91e-141.25e-010.1153
60686C14orf93P20T-EHumanEsophagusESCC3.99e-028.37e-020.1124
60686C14orf93P21T-EHumanEsophagusESCC1.09e-101.07e-010.1617
60686C14orf93P22T-EHumanEsophagusESCC3.09e-059.10e-020.1236
60686C14orf93P23T-EHumanEsophagusESCC6.18e-082.25e-010.108
60686C14orf93P24T-EHumanEsophagusESCC2.69e-108.17e-020.1287
60686C14orf93P26T-EHumanEsophagusESCC8.54e-193.34e-010.1276
60686C14orf93P27T-EHumanEsophagusESCC1.30e-182.44e-010.1055
60686C14orf93P28T-EHumanEsophagusESCC1.83e-121.39e-010.1149
60686C14orf93P30T-EHumanEsophagusESCC2.45e-062.57e-010.137
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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
∗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
C14orf93SNVMissense_Mutationc.984N>Gp.Ile328Metp.I328MQ9H972protein_codingdeleterious_low_confidence(0.05)probably_damaging(0.994)TCGA-A2-A0EQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
C14orf93SNVMissense_Mutationnovelc.407N>Gp.Lys136Argp.K136RQ9H972protein_codingtolerated_low_confidence(0.29)benign(0)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
C14orf93SNVMissense_Mutationrs766721014c.1531N>Ap.Gly511Serp.G511SQ9H972protein_codingtolerated_low_confidence(0.55)benign(0.01)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
C14orf93SNVMissense_Mutationrs17851131c.1181N>Ap.Arg394Glnp.R394QQ9H972protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.979)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
C14orf93SNVMissense_Mutationc.853T>Cp.Ser285Prop.S285PQ9H972protein_codingtolerated_low_confidence(0.08)possibly_damaging(0.775)TCGA-AR-A24S-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyanastrozoleSD
C14orf93SNVMissense_Mutationc.1170G>Cp.Glu390Aspp.E390DQ9H972protein_codingtolerated_low_confidence(0.08)benign(0.003)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
C14orf93SNVMissense_Mutationnovelc.1468N>Ap.Pro490Thrp.P490TQ9H972protein_codingdeleterious_low_confidence(0.02)possibly_damaging(0.586)TCGA-S3-AA12-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
C14orf93insertionFrame_Shift_Insnovelc.1350_1351insTACCTTTTGCTTCCCTGTGACTACTTGTCTTGCTCTGCAGTGGAAACp.Arg451TyrfsTer92p.R451Yfs*92Q9H972protein_codingTCGA-BH-A0H7-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
C14orf93deletionFrame_Shift_Delc.637delNp.Arg213GlufsTer64p.R213Efs*64Q9H972protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
C14orf93SNVMissense_Mutationrs775155549c.275N>Ap.Arg92Hisp.R92HQ9H972protein_codingdeleterious_low_confidence(0.01)benign(0.001)TCGA-DG-A2KK-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
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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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