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: C6orf1

Gene summary for C6ORF1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

C6orf1

Gene ID

221491

Gene namesmall integral membrane protein 29
Gene AliasC6orf1
Cytomap6p21.31
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q86T20


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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
221491C6orf1P1T-EHumanEsophagusESCC3.85e-105.81e-010.0875
221491C6orf1P2T-EHumanEsophagusESCC2.27e-285.49e-010.1177
221491C6orf1P4T-EHumanEsophagusESCC1.28e-461.03e+000.1323
221491C6orf1P5T-EHumanEsophagusESCC8.06e-285.73e-010.1327
221491C6orf1P8T-EHumanEsophagusESCC1.41e-153.11e-010.0889
221491C6orf1P9T-EHumanEsophagusESCC1.67e-541.10e+000.1131
221491C6orf1P10T-EHumanEsophagusESCC9.10e-336.08e-010.116
221491C6orf1P11T-EHumanEsophagusESCC2.03e-279.79e-010.1426
221491C6orf1P12T-EHumanEsophagusESCC7.05e-153.08e-010.1122
221491C6orf1P15T-EHumanEsophagusESCC3.23e-275.91e-010.1149
221491C6orf1P16T-EHumanEsophagusESCC7.87e-306.49e-010.1153
221491C6orf1P17T-EHumanEsophagusESCC1.42e-177.87e-010.1278
221491C6orf1P19T-EHumanEsophagusESCC1.45e-201.15e+000.1662
221491C6orf1P20T-EHumanEsophagusESCC5.53e-194.62e-010.1124
221491C6orf1P21T-EHumanEsophagusESCC1.21e-481.02e+000.1617
221491C6orf1P22T-EHumanEsophagusESCC6.69e-831.46e+000.1236
221491C6orf1P23T-EHumanEsophagusESCC1.00e-318.42e-010.108
221491C6orf1P24T-EHumanEsophagusESCC1.12e-367.43e-010.1287
221491C6orf1P26T-EHumanEsophagusESCC9.94e-305.34e-010.1276
221491C6orf1P27T-EHumanEsophagusESCC1.02e-173.52e-010.1055
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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
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
C6orf1SNVMissense_Mutationnovelc.472T>Cp.Phe158Leup.F158LQ86T20protein_codingdeleterious_low_confidence(0)benign(0.015)TCGA-OL-A5D7-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanCR
C6orf1SNVMissense_Mutationc.179N>Cp.Met60Thrp.M60TQ86T20protein_codingtolerated_low_confidence(0.55)benign(0.019)TCGA-DS-A1OC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapygemcitabineSD
C6orf1SNVMissense_Mutationrs761702562c.34G>Ap.Ala12Thrp.A12TQ86T20protein_codingdeleterious_low_confidence(0)possibly_damaging(0.738)TCGA-AZ-4615-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyxelodaPD
C6orf1insertionFrame_Shift_Insnovelc.368_369insCp.Gly124ArgfsTer9p.G124Rfs*9Q86T20protein_codingTCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
C6orf1SNVMissense_Mutationnovelc.448N>Ap.Gly150Argp.G150RQ86T20protein_codingdeleterious_low_confidence(0)benign(0.015)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
C6orf1SNVMissense_Mutationnovelc.220C>Ap.Pro74Thrp.P74TQ86T20protein_codingtolerated_low_confidence(0.42)possibly_damaging(0.767)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
C6orf1SNVMissense_Mutationnovelc.155G>Ap.Ser52Asnp.S52NQ86T20protein_codingdeleterious_low_confidence(0.05)benign(0.422)TCGA-BG-A222-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
C6orf1SNVMissense_Mutationnovelc.47N>Tp.Ser16Phep.S16FQ86T20protein_codingtolerated_low_confidence(0.12)benign(0.143)TCGA-DF-A2KU-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
C6orf1SNVMissense_Mutationnovelc.335N>Ap.Ala112Aspp.A112DQ86T20protein_codingdeleterious_low_confidence(0.04)benign(0.39)TCGA-E6-A1LX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
C6orf1SNVMissense_Mutationrs761702562c.34G>Ap.Ala12Thrp.A12TQ86T20protein_codingdeleterious_low_confidence(0)possibly_damaging(0.738)TCGA-FI-A2D5-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinumPD
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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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