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: C1QTNF6

Gene summary for C1QTNF6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

C1QTNF6

Gene ID

114904

Gene nameC1q and TNF related 6
Gene AliasCTFP6
Cytomap22q12.3
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

A0A024R1J0


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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
114904C1QTNF6P2T-EHumanEsophagusESCC9.44e-071.43e-010.1177
114904C1QTNF6P4T-EHumanEsophagusESCC7.93e-072.00e-010.1323
114904C1QTNF6P8T-EHumanEsophagusESCC2.02e-061.32e-010.0889
114904C1QTNF6P9T-EHumanEsophagusESCC3.82e-082.18e-010.1131
114904C1QTNF6P10T-EHumanEsophagusESCC1.88e-041.24e-010.116
114904C1QTNF6P11T-EHumanEsophagusESCC1.85e-291.14e+000.1426
114904C1QTNF6P17T-EHumanEsophagusESCC1.49e-021.38e-010.1278
114904C1QTNF6P19T-EHumanEsophagusESCC1.65e-106.70e-010.1662
114904C1QTNF6P21T-EHumanEsophagusESCC1.88e-112.39e-010.1617
114904C1QTNF6P22T-EHumanEsophagusESCC1.62e-133.07e-010.1236
114904C1QTNF6P24T-EHumanEsophagusESCC9.20e-061.69e-010.1287
114904C1QTNF6P26T-EHumanEsophagusESCC8.40e-041.03e-010.1276
114904C1QTNF6P32T-EHumanEsophagusESCC8.40e-041.12e-010.1666
114904C1QTNF6P37T-EHumanEsophagusESCC5.50e-163.45e-010.1371
114904C1QTNF6P40T-EHumanEsophagusESCC1.20e-042.19e-010.109
114904C1QTNF6P42T-EHumanEsophagusESCC2.42e-062.63e-010.1175
114904C1QTNF6P44T-EHumanEsophagusESCC1.67e-064.07e-010.1096
114904C1QTNF6P47T-EHumanEsophagusESCC8.56e-122.28e-010.1067
114904C1QTNF6P49T-EHumanEsophagusESCC3.75e-075.95e-010.1768
114904C1QTNF6P52T-EHumanEsophagusESCC8.40e-041.09e-010.1555
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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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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
C1QTNF6SNVMissense_Mutationc.547T>Cp.Phe183Leup.F183LQ9BXI9protein_codingdeleterious(0)probably_damaging(1)TCGA-BH-A0HA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
C1QTNF6insertionFrame_Shift_Insnovelc.487_488insCCTCAACp.Leu163ProfsTer13p.L163Pfs*13Q9BXI9protein_codingTCGA-AO-A03R-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
C1QTNF6SNVMissense_Mutationc.187G>Cp.Glu63Glnp.E63QQ9BXI9protein_codingtolerated(0.52)benign(0.03)TCGA-IR-A3LH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
C1QTNF6SNVMissense_Mutationc.154N>Cp.Val52Leup.V52LQ9BXI9protein_codingtolerated(0.4)benign(0.001)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
C1QTNF6SNVMissense_Mutationrs140887252c.541N>Ap.Gly181Serp.G181SQ9BXI9protein_codingdeleterious(0.03)probably_damaging(1)TCGA-CM-4743-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapycapecitabineSD
C1QTNF6SNVMissense_Mutationrs748662192c.496G>Ap.Glu166Lysp.E166KQ9BXI9protein_codingdeleterious(0)benign(0.348)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
C1QTNF6SNVMissense_Mutationnovelc.636C>Gp.Asn212Lysp.N212KQ9BXI9protein_codingdeleterious(0)probably_damaging(0.996)TCGA-A5-A0R9-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
C1QTNF6SNVMissense_Mutationrs774652920c.739C>Tp.Arg247Trpp.R247WQ9BXI9protein_codingdeleterious(0)probably_damaging(1)TCGA-AJ-A3BH-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
C1QTNF6SNVMissense_Mutationc.239C>Ap.Pro80Hisp.P80HQ9BXI9protein_codingtolerated(0.15)benign(0.042)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
C1QTNF6SNVMissense_Mutationnovelc.730N>Ap.Val244Ilep.V244IQ9BXI9protein_codingdeleterious(0.04)possibly_damaging(0.697)TCGA-AP-A0LS-01Endometriumuterine corpus endometrioid carcinomaFemale<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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