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: TTC32

Gene summary for TTC32

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TTC32

Gene ID

130502

Gene nametetratricopeptide repeat domain 32
Gene AliasTTC32
Cytomap2p24.1
Gene Typeprotein-coding
GO ID

GO:0003674

UniProtAcc

Q5I0X7


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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
130502TTC32P21T-EHumanEsophagusESCC2.93e-172.68e-010.1617
130502TTC32P22T-EHumanEsophagusESCC3.86e-264.02e-010.1236
130502TTC32P23T-EHumanEsophagusESCC3.13e-154.72e-010.108
130502TTC32P24T-EHumanEsophagusESCC1.30e-091.93e-010.1287
130502TTC32P26T-EHumanEsophagusESCC3.23e-295.35e-010.1276
130502TTC32P27T-EHumanEsophagusESCC1.00e-204.16e-010.1055
130502TTC32P28T-EHumanEsophagusESCC3.08e-203.32e-010.1149
130502TTC32P30T-EHumanEsophagusESCC5.33e-154.95e-010.137
130502TTC32P31T-EHumanEsophagusESCC7.03e-081.25e-010.1251
130502TTC32P32T-EHumanEsophagusESCC1.52e-142.78e-010.1666
130502TTC32P36T-EHumanEsophagusESCC3.70e-143.64e-010.1187
130502TTC32P37T-EHumanEsophagusESCC8.46e-112.04e-010.1371
130502TTC32P39T-EHumanEsophagusESCC1.70e-101.64e-010.0894
130502TTC32P40T-EHumanEsophagusESCC2.01e-048.85e-020.109
130502TTC32P42T-EHumanEsophagusESCC4.16e-071.67e-010.1175
130502TTC32P44T-EHumanEsophagusESCC6.82e-057.79e-020.1096
130502TTC32P47T-EHumanEsophagusESCC8.51e-132.06e-010.1067
130502TTC32P48T-EHumanEsophagusESCC2.62e-223.55e-010.0959
130502TTC32P49T-EHumanEsophagusESCC5.78e-056.06e-010.1768
130502TTC32P52T-EHumanEsophagusESCC2.20e-163.34e-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
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
∗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
TTC32insertionFrame_Shift_Insnovelc.9_10insTTCGCCGGTGCGCTTGCGCGGCCTCp.Gln4PhefsTer60p.Q4Ffs*60Q5I0X7protein_codingTCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
TTC32insertionFrame_Shift_Insnovelc.8_9insCACTGTACTCCGCTTACp.Gln4ThrfsTer15p.Q4Tfs*15Q5I0X7protein_codingTCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
TTC32SNVMissense_Mutationrs748980235c.50N>Tp.Ala17Valp.A17VQ5I0X7protein_codingtolerated(0.06)possibly_damaging(0.741)TCGA-AA-3955-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapycapecitabineCR
TTC32SNVMissense_Mutationc.323N>Gp.Phe108Cysp.F108CQ5I0X7protein_codingdeleterious(0)probably_damaging(0.996)TCGA-CA-5254-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyoxaliplatinCR
TTC32SNVMissense_Mutationnovelc.143C>Ap.Pro48Hisp.P48HQ5I0X7protein_codingtolerated(0.15)benign(0)TCGA-AP-A1DR-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
TTC32SNVMissense_Mutationc.431N>Tp.Arg144Ilep.R144IQ5I0X7protein_codingdeleterious(0.03)benign(0.001)TCGA-AX-A0J0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TTC32SNVMissense_Mutationc.68A>Cp.Glu23Alap.E23AQ5I0X7protein_codingtolerated(0.25)benign(0.007)TCGA-D1-A17Q-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TTC32SNVMissense_Mutationrs751251296c.307N>Cp.Tyr103Hisp.Y103HQ5I0X7protein_codingdeleterious(0)probably_damaging(0.996)TCGA-FI-A2D0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TTC32insertionFrame_Shift_Insnovelc.426dupAp.Gln143ThrfsTer15p.Q143Tfs*15Q5I0X7protein_codingTCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
TTC32SNVMissense_Mutationrs149286415c.326A>Tp.Asp109Valp.D109VQ5I0X7protein_codingdeleterious(0)probably_damaging(0.977)TCGA-50-5051-01Lunglung adenocarcinomaFemale<65III/IVChemotherapycarboplatinPD
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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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