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: TTC6

Gene summary for TTC6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TTC6

Gene ID

319089

Gene nametetratricopeptide repeat domain 6
Gene AliasC14orf25
Cytomap14q21.1
Gene Typeprotein-coding
GO ID

NA

UniProtAcc

NA


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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
319089TTC6CCI_2HumanCervixCC6.66e-147.98e-010.5249
319089TTC6CCI_3HumanCervixCC2.02e-123.99e-010.516
319089TTC6AEH-subject1HumanEndometriumAEH1.75e-356.84e-01-0.3059
319089TTC6AEH-subject2HumanEndometriumAEH1.79e-062.15e-01-0.2525
319089TTC6AEH-subject3HumanEndometriumAEH3.50e-225.06e-01-0.2576
319089TTC6AEH-subject5HumanEndometriumAEH2.66e-234.60e-01-0.2953
319089TTC6EEC-subject1HumanEndometriumEEC4.01e-092.90e-01-0.2682
319089TTC6EEC-subject4HumanEndometriumEEC7.69e-123.09e-01-0.2571
319089TTC6RNA-P17T-P17T-2HumanLungIAC6.80e-056.91e-010.3371
319089TTC6RNA-P17T-P17T-4HumanLungIAC1.48e-035.72e-010.343
319089TTC6RNA-P17T-P17T-6HumanLungIAC2.66e-088.72e-010.3385
319089TTC6RNA-P17T-P17T-8HumanLungIAC1.77e-078.00e-010.3329
319089TTC6RNA-P23T2-P23T2-2HumanLungMIAC4.97e-079.11e-01-0.028
319089TTC6RNA-P23T2-P23T2-4HumanLungMIAC3.47e-026.93e-01-0.0272
319089TTC6RNA-P25T1-P25T1-1HumanLungAIS1.55e-074.48e-01-0.2116
319089TTC6RNA-P25T1-P25T1-4HumanLungAIS3.10e-043.43e-01-0.2119
319089TTC6RNA-P6T2-P6T2-1HumanLungIAC1.39e-031.89e-01-0.0166
319089TTC6RNA-P6T2-P6T2-3HumanLungIAC2.63e-072.62e-01-0.013
319089TTC6RNA-P6T2-P6T2-4HumanLungIAC6.25e-031.72e-01-0.0121
319089TTC6RNA-P7T1-P7T1-1HumanLungAIS7.48e-055.11e-01-0.0961
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
∗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
TTC6SNVMissense_Mutationc.967N>Cp.Phe323Leup.F323Lnonsense_mediated_decaytolerated(0.66)benign(0.023)TCGA-D8-A147-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicineSD
TTC6SNVMissense_Mutationnovelc.2665N>Ap.Asp889Asnp.D889Nprotein_codingtolerated(0.6)benign(0)TCGA-OL-A5RW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
TTC6SNVMissense_Mutationrs746600797c.1214N>Cp.Ile405Thrp.I405Tnonsense_mediated_decaydeleterious(0.03)benign(0.057)TCGA-OL-A5RW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
TTC6SNVMissense_Mutationnovelc.382N>Ap.Val128Metp.V128Mnonsense_mediated_decaydeleterious(0)probably_damaging(0.912)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TTC6SNVMissense_Mutationrs533775542c.47N>Tp.Pro16Leup.P16Lprotein_codingunknown(0)TCGA-C5-A1BQ-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
TTC6SNVMissense_Mutationnovelc.793N>Tp.Leu265Phep.L265Fnonsense_mediated_decaydeleterious(0.01)probably_damaging(0.979)TCGA-MA-AA42-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
TTC6SNVMissense_Mutationnovelc.854N>Gp.Glu285Glyp.E285Gnonsense_mediated_decaydeleterious(0.01)benign(0.117)TCGA-ZJ-A8QR-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TTC6SNVMissense_Mutationc.325N>Ap.Leu109Ilep.L109Inonsense_mediated_decaytolerated(0.09)possibly_damaging(0.61)TCGA-AA-3854-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TTC6SNVMissense_Mutationnovelc.1283A>Cp.Asn428Thrp.N428Tnonsense_mediated_decaytolerated(1)benign(0.01)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
TTC6SNVMissense_Mutationc.1374N>Ap.Met458Ilep.M458Inonsense_mediated_decaydeleterious(0.01)possibly_damaging(0.748)TCGA-G4-6588-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
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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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