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: TCTN3

Gene summary for TCTN3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TCTN3

Gene ID

26123

Gene nametectonic family member 3
Gene AliasC10orf61
Cytomap10q24.1
Gene Typeprotein-coding
GO ID

GO:0006915

UniProtAcc

Q6NUS6


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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
26123TCTN3LZE4THumanEsophagusESCC4.77e-052.98e-010.0811
26123TCTN3LZE7THumanEsophagusESCC3.00e-072.02e-010.0667
26123TCTN3LZE8THumanEsophagusESCC4.24e-111.83e-010.067
26123TCTN3LZE20THumanEsophagusESCC7.94e-051.15e-010.0662
26123TCTN3LZE22D1HumanEsophagusHGIN2.39e-021.19e-010.0595
26123TCTN3LZE22THumanEsophagusESCC1.03e-032.53e-010.068
26123TCTN3LZE24THumanEsophagusESCC1.59e-152.91e-010.0596
26123TCTN3LZE6THumanEsophagusESCC1.81e-022.14e-010.0845
26123TCTN3P1T-EHumanEsophagusESCC1.38e-043.16e-010.0875
26123TCTN3P2T-EHumanEsophagusESCC1.06e-295.73e-010.1177
26123TCTN3P4T-EHumanEsophagusESCC6.78e-386.18e-010.1323
26123TCTN3P5T-EHumanEsophagusESCC1.55e-102.40e-010.1327
26123TCTN3P8T-EHumanEsophagusESCC2.06e-213.55e-010.0889
26123TCTN3P9T-EHumanEsophagusESCC1.44e-081.65e-010.1131
26123TCTN3P10T-EHumanEsophagusESCC1.16e-092.15e-010.116
26123TCTN3P11T-EHumanEsophagusESCC1.53e-276.44e-010.1426
26123TCTN3P12T-EHumanEsophagusESCC6.64e-234.79e-010.1122
26123TCTN3P15T-EHumanEsophagusESCC3.95e-193.33e-010.1149
26123TCTN3P16T-EHumanEsophagusESCC1.25e-346.04e-010.1153
26123TCTN3P19T-EHumanEsophagusESCC3.24e-063.81e-010.1662
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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
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
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
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
GO:0007224ThyroidATCsmoothened signaling pathway60/6293138/187239.75e-033.57e-0260
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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
TCTN3SNVMissense_Mutationnovelc.446G>Cp.Arg149Thrp.R149TQ6NUS6protein_codingtolerated(0.2)possibly_damaging(0.903)TCGA-BH-A2L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
TCTN3SNVMissense_Mutationc.316N>Ap.Asp106Asnp.D106NQ6NUS6protein_codingdeleterious(0)probably_damaging(0.999)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
TCTN3insertionFrame_Shift_Insnovelc.505_506insGGACp.Leu169TrpfsTer74p.L169Wfs*74Q6NUS6protein_codingTCGA-AC-A3QQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TCTN3insertionFrame_Shift_Insnovelc.62_63insAGTTAAAAACAACAACAAAAAAAAAGCAAAAAAAATGTCAAATGTTp.Pro22ValfsTer73p.P22Vfs*73Q6NUS6protein_codingTCGA-AO-A03T-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
TCTN3SNVMissense_Mutationc.634N>Ap.Asp212Asnp.D212NQ6NUS6protein_codingdeleterious(0)possibly_damaging(0.879)TCGA-A6-5662-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinPD
TCTN3SNVMissense_Mutationc.458N>Gp.Asp153Glyp.D153GQ6NUS6protein_codingtolerated(0.08)possibly_damaging(0.76)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
TCTN3SNVMissense_Mutationc.158N>Tp.Ala53Valp.A53VQ6NUS6protein_codingdeleterious(0.04)benign(0.028)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
TCTN3SNVMissense_Mutationc.64N>Tp.Pro22Serp.P22SQ6NUS6protein_codingtolerated_low_confidence(0.17)benign(0.018)TCGA-AM-5821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TCTN3SNVMissense_Mutationnovelc.431C>Tp.Ser144Phep.S144FQ6NUS6protein_codingdeleterious(0)probably_damaging(0.985)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
TCTN3SNVMissense_Mutationnovelc.664T>Cp.Ser222Prop.S222PQ6NUS6protein_codingdeleterious(0)probably_damaging(0.999)TCGA-CM-5344-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinSD
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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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