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: C6orf141

Gene summary for C6ORF141

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

C6orf141

Gene ID

135398

Gene namechromosome 6 open reading frame 141
Gene AliasC6orf141
Cytomap6p12.3
Gene Typeprotein-coding
GO ID

GO:0001701

UniProtAcc

A0A024RD72


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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
135398C6orf141GSM4909297HumanBreastIDC3.91e-095.35e-010.1517
135398C6orf141GSM4909301HumanBreastIDC1.67e-032.72e-010.1577
135398C6orf141GSM4909312HumanBreastIDC4.64e-063.11e-010.1552
135398C6orf141GSM4909319HumanBreastIDC1.19e-02-2.76e-020.1563
135398C6orf141brca10HumanBreastPrecancer3.69e-042.68e-01-0.0029
135398C6orf141M1HumanBreastIDC1.24e-033.34e-010.1577
135398C6orf141NCCBC2HumanBreastDCIS1.54e-119.14e-010.1554
135398C6orf141P2T-EHumanEsophagusESCC3.16e-05-9.73e-020.1177
135398C6orf141P5T-EHumanEsophagusESCC1.89e-089.54e-020.1327
135398C6orf141P11T-EHumanEsophagusESCC3.43e-023.09e-010.1426
135398C6orf141P12T-EHumanEsophagusESCC3.77e-08-3.55e-020.1122
135398C6orf141P16T-EHumanEsophagusESCC5.19e-04-2.51e-020.1153
135398C6orf141P21T-EHumanEsophagusESCC1.55e-085.25e-020.1617
135398C6orf141P26T-EHumanEsophagusESCC3.71e-133.06e-010.1276
135398C6orf141P28T-EHumanEsophagusESCC8.46e-05-5.27e-020.1149
135398C6orf141P31T-EHumanEsophagusESCC5.66e-05-9.92e-020.1251
135398C6orf141P37T-EHumanEsophagusESCC2.59e-061.41e-010.1371
135398C6orf141P42T-EHumanEsophagusESCC8.94e-036.95e-020.1175
135398C6orf141P48T-EHumanEsophagusESCC1.49e-03-1.09e-010.0959
135398C6orf141P49T-EHumanEsophagusESCC2.05e-122.66e+000.1768
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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
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
GO:00017017BreastPrecancerin utero embryonic development35/1080367/187232.47e-032.27e-0235
GO:000170113BreastIDCin utero embryonic development42/1434367/187235.85e-034.24e-0242
GO:000170122BreastDCISin utero embryonic development41/1390367/187235.74e-034.13e-0241
GO:000170119EsophagusESCCin utero embryonic development243/8552367/187231.00e-156.86e-14243
GO:000182412EsophagusESCCblastocyst development73/8552106/187231.13e-061.40e-0573
GO:000170116Oral cavityOSCCin utero embryonic development207/7305367/187237.92e-122.95e-10207
GO:00018243Oral cavityOSCCblastocyst development66/7305106/187231.04e-061.40e-0566
GO:000170124SkincSCCin utero embryonic development150/4864367/187232.47e-101.04e-08150
GO:000182413SkincSCCblastocyst development53/4864106/187239.74e-082.32e-0653
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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
C6orf141SNVMissense_Mutationc.598N>Cp.Glu200Glnp.E200QQ5SZD1protein_codingdeleterious(0.01)possibly_damaging(0.64)TCGA-BH-A0EB-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
C6orf141SNVMissense_Mutationnovelc.343G>Ap.Asp115Asnp.D115NQ5SZD1protein_codingdeleterious(0.04)benign(0.257)TCGA-OL-A5RW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
C6orf141SNVMissense_Mutationc.364N>Cp.Glu122Glnp.E122QQ5SZD1protein_codingtolerated(0.22)benign(0.01)TCGA-R2-A69V-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
C6orf141SNVMissense_Mutationc.261N>Tp.Glu87Aspp.E87DQ5SZD1protein_codingtolerated(0.25)benign(0.024)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
C6orf141SNVMissense_Mutationc.401N>Ap.Phe134Tyrp.F134YQ5SZD1protein_codingtolerated(0.37)benign(0.033)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
C6orf141SNVMissense_Mutationc.110N>Tp.Gly37Valp.G37VQ5SZD1protein_codingdeleterious(0.01)possibly_damaging(0.718)TCGA-G4-6314-01Colorectumcolon adenocarcinomaFemale>=65III/IVAncillaryleucovorinSD
C6orf141SNVMissense_Mutationnovelc.176N>Ap.Gly59Aspp.G59DQ5SZD1protein_codingtolerated(0.17)benign(0.012)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
C6orf141SNVMissense_Mutationnovelc.44N>Ap.Gly15Glup.G15EQ5SZD1protein_codingtolerated(0.08)possibly_damaging(0.728)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
C6orf141SNVMissense_Mutationnovelc.190N>Ap.Asp64Asnp.D64NQ5SZD1protein_codingtolerated(0.28)benign(0.005)TCGA-AJ-A3BH-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
C6orf141SNVMissense_Mutationrs771175194c.622N>Tp.Gly208Cysp.G208CQ5SZD1protein_codingdeleterious_low_confidence(0.01)benign(0.325)TCGA-AP-A05O-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinPD
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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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