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: C14orf159

Gene summary for C14ORF159

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

C14orf159

Gene ID

80017

Gene nameD-glutamate cyclase
Gene AliasC14orf159
Cytomap14q32.11
Gene Typeprotein-coding
GO ID

GO:0006082

UniProtAcc

Q7Z3D6


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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
80017C14orf159HTA11_99999970781_79442HumanColorectumMSS3.94e-621.06e+000.294
80017C14orf159HTA11_99999965062_69753HumanColorectumMSI-H2.60e-161.46e+000.3487
80017C14orf159HTA11_99999965104_69814HumanColorectumMSS7.54e-359.01e-010.281
80017C14orf159HTA11_99999971662_82457HumanColorectumMSS1.89e-275.75e-010.3859
80017C14orf159HTA11_99999973899_84307HumanColorectumMSS3.94e-187.00e-010.2585
80017C14orf159HTA11_99999974143_84620HumanColorectumMSS1.44e-193.85e-010.3005
80017C14orf159P1T-EHumanEsophagusESCC4.92e-042.53e-010.0875
80017C14orf159P2T-EHumanEsophagusESCC5.23e-109.07e-020.1177
80017C14orf159P4T-EHumanEsophagusESCC7.48e-193.38e-010.1323
80017C14orf159P5T-EHumanEsophagusESCC2.24e-101.38e-010.1327
80017C14orf159P8T-EHumanEsophagusESCC4.47e-142.16e-010.0889
80017C14orf159P9T-EHumanEsophagusESCC4.24e-039.83e-020.1131
80017C14orf159P10T-EHumanEsophagusESCC6.16e-111.83e-010.116
80017C14orf159P11T-EHumanEsophagusESCC1.67e-063.88e-010.1426
80017C14orf159P12T-EHumanEsophagusESCC1.42e-234.72e-010.1122
80017C14orf159P15T-EHumanEsophagusESCC5.14e-265.14e-010.1149
80017C14orf159P16T-EHumanEsophagusESCC3.90e-091.13e-010.1153
80017C14orf159P17T-EHumanEsophagusESCC4.10e-032.52e-010.1278
80017C14orf159P20T-EHumanEsophagusESCC2.24e-051.61e-010.1124
80017C14orf159P21T-EHumanEsophagusESCC6.19e-071.44e-010.1617
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal 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
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
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
C14orf159SNVMissense_Mutationc.572N>Ap.Gly191Aspp.G191DQ7Z3D6protein_codingtolerated(0.75)benign(0.006)TCGA-A8-A07P-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilSD
C14orf159insertionFrame_Shift_Insnovelc.1762_1763insCTCCCACTCCCACAGTCACCCTGGTCATTTCTAGAAGGCAACAp.Gly588AlafsTer86p.G588Afs*86Q7Z3D6protein_codingTCGA-AO-A0JB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
C14orf159insertionFrame_Shift_Insnovelc.330_331insGATTTTATTATATGGAGTCTAAGAACAGGCAAAAGp.Ser111AspfsTer16p.S111Dfs*16Q7Z3D6protein_codingTCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
C14orf159SNVMissense_Mutationnovelc.1248N>Cp.Glu416Aspp.E416DQ7Z3D6protein_codingtolerated(0.66)benign(0.006)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
C14orf159SNVMissense_Mutationc.1693N>Gp.Gln565Glup.Q565EQ7Z3D6protein_codingtolerated(0.68)benign(0.003)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
C14orf159SNVMissense_Mutationrs748707396c.809N>Ap.Cys270Tyrp.C270YQ7Z3D6protein_codingtolerated(0.84)benign(0)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
C14orf159SNVMissense_Mutationc.1546N>Ap.Asp516Asnp.D516NQ7Z3D6protein_codingdeleterious(0.04)benign(0.341)TCGA-EK-A2R8-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
C14orf159SNVMissense_Mutationc.869N>Ap.Ser290Asnp.S290NQ7Z3D6protein_codingdeleterious(0)possibly_damaging(0.891)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
C14orf159SNVMissense_Mutationrs776230660c.940N>Tp.Arg314Trpp.R314WQ7Z3D6protein_codingdeleterious(0.02)benign(0.046)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
C14orf159SNVMissense_Mutationc.70N>Tp.Pro24Serp.P24SQ7Z3D6protein_codingtolerated(0.41)benign(0.009)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
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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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