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: TTC21B

Gene summary for TTC21B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TTC21B

Gene ID

79809

Gene nametetratricopeptide repeat domain 21B
Gene AliasATD4
Cytomap2q24.3
Gene Typeprotein-coding
GO ID

GO:0003002

UniProtAcc

A8KA77


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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
79809TTC21BNAFLD1HumanLiverNAFLD1.55e-075.38e-01-0.04
79809TTC21BHCC1_MengHumanLiverHCC2.05e-23-5.20e-020.0246
79809TTC21BHCC2_MengHumanLiverHCC6.29e-07-3.40e-020.0107
79809TTC21BHCC2HumanLiverHCC4.43e-051.89e+000.5341
79809TTC21BS028HumanLiverHCC4.01e-041.21e-010.2503
79809TTC21BGSM5252132_BPH389PrGFHumanProstateBPH1.58e-021.74e-01-0.2247
79809TTC21BGSM5252136_BPH556PrGA1_FcolHumanProstateBPH3.05e-021.53e-01-0.23
79809TTC21BGSM5252137_BPH556PrGA2_FcolHumanProstateBPH3.04e-032.32e-01-0.23
79809TTC21B048752_1579-all-cellsHumanProstateBPH3.04e-042.71e-010.1008
79809TTC21B052095_1628-all-cellsHumanProstateBPH5.27e-194.49e-010.1032
79809TTC21B052097_1595-all-cellsHumanProstateBPH4.21e-112.80e-010.0972
79809TTC21B052099_1652-all-cellsHumanProstateBPH1.97e-112.85e-010.1038
79809TTC21BDong_P3HumanProstateTumor8.63e-045.93e-020.0278
79809TTC21BGSM5353222_PA_PB2B_Pool_1_3_S52_L002HumanProstateTumor8.99e-115.55e-010.1608
79809TTC21BGSM5353223_PA_PB2B_Pool_2_S26_L001HumanProstateTumor1.78e-044.66e-010.1604
79809TTC21BGSM5353237_PA_PR5251_T2_S8_L001HumanProstateTumor8.04e-046.14e-010.1622
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
GO:00160555LiverNAFLDWnt signaling pathway74/1882444/187238.98e-062.96e-0474
GO:01987385LiverNAFLDcell-cell signaling by wnt74/1882446/187231.05e-053.33e-0474
GO:00301115LiverNAFLDregulation of Wnt signaling pathway57/1882328/187232.79e-057.46e-0457
GO:00608285LiverNAFLDregulation of canonical Wnt signaling pathway44/1882253/187232.14e-043.68e-0344
GO:00600705LiverNAFLDcanonical Wnt signaling pathway50/1882303/187233.08e-044.83e-0350
GO:00301774LiverNAFLDpositive regulation of Wnt signaling pathway27/1882140/187236.82e-048.76e-0327
GO:00902634LiverNAFLDpositive regulation of canonical Wnt signaling pathway21/1882106/187231.81e-031.86e-0221
GO:00307055LiverNAFLDcytoskeleton-dependent intracellular transport33/1882195/187231.98e-031.98e-0233
GO:00323866LiverNAFLDregulation of intracellular transport49/1882337/187235.34e-034.11e-0249
GO:00109703LiverNAFLDtransport along microtubule26/1882155/187236.30e-034.69e-0226
GO:003238621LiverHCCregulation of intracellular transport231/7958337/187231.99e-223.40e-20231
GO:019873821LiverHCCcell-cell signaling by wnt247/7958446/187232.11e-084.96e-07247
GO:001605521LiverHCCWnt signaling pathway245/7958444/187233.68e-088.09e-07245
GO:00315031LiverHCCprotein-containing complex localization129/7958220/187239.38e-071.42e-05129
GO:003011121LiverHCCregulation of Wnt signaling pathway180/7958328/187233.62e-064.72e-05180
GO:003070521LiverHCCcytoskeleton-dependent intracellular transport111/7958195/187233.25e-053.28e-04111
GO:00109702LiverHCCtransport along microtubule90/7958155/187236.49e-055.92e-0490
GO:006007021LiverHCCcanonical Wnt signaling pathway162/7958303/187237.00e-056.32e-04162
GO:006082821LiverHCCregulation of canonical Wnt signaling pathway137/7958253/187231.15e-049.70e-04137
GO:003017721LiverHCCpositive regulation of Wnt signaling pathway81/7958140/187231.73e-041.36e-0381
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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
TTC21BSNVMissense_Mutationnovelc.1169N>Gp.Ser390Cysp.S390CQ7Z4L5protein_codingdeleterious(0.01)possibly_damaging(0.838)TCGA-A2-A0CL-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
TTC21BSNVMissense_Mutationrs747866883c.902G>Ap.Arg301Hisp.R301HQ7Z4L5protein_codingdeleterious(0.04)probably_damaging(0.999)TCGA-A8-A0A4-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenCR
TTC21BSNVMissense_Mutationnovelc.3877N>Tp.Leu1293Phep.L1293FQ7Z4L5protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
TTC21BSNVMissense_Mutationnovelc.3799N>Ap.Ala1267Thrp.A1267TQ7Z4L5protein_codingtolerated(0.56)benign(0)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TTC21BSNVMissense_Mutationc.1016N>Tp.Arg339Ilep.R339IQ7Z4L5protein_codingdeleterious(0)benign(0.193)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TTC21BSNVMissense_Mutationc.1993N>Ap.Leu665Ilep.L665IQ7Z4L5protein_codingtolerated(0.09)benign(0.085)TCGA-BH-A0EE-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelSD
TTC21BSNVMissense_Mutationc.781N>Tp.Gly261Trpp.G261WQ7Z4L5protein_codingdeleterious(0)probably_damaging(1)TCGA-BH-A203-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TTC21BinsertionFrame_Shift_Insnovelc.873_874insTp.Thr292TyrfsTer11p.T292Yfs*11Q7Z4L5protein_codingTCGA-E2-A15C-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
TTC21BSNVMissense_Mutationc.1834N>Tp.Asp612Tyrp.D612YQ7Z4L5protein_codingdeleterious(0.02)possibly_damaging(0.526)TCGA-C5-A1MJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TTC21BSNVMissense_Mutationnovelc.2215G>Ap.Glu739Lysp.E739KQ7Z4L5protein_codingdeleterious(0)possibly_damaging(0.755)TCGA-C5-A8XK-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
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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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