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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: TBL1X

Gene summary for TBL1X

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TBL1X

Gene ID

6907

Gene nametransducin beta like 1 X-linked
Gene AliasCHNG8
CytomapXp22.31-p22.2
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

A0A024RBV9


Top

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
6907TBL1XCCI_2HumanCervixCC4.25e-046.25e-010.5249
6907TBL1XP2T-EHumanEsophagusESCC1.71e-062.01e-010.1177
6907TBL1XP4T-EHumanEsophagusESCC3.54e-062.27e-010.1323
6907TBL1XP5T-EHumanEsophagusESCC4.50e-041.20e-010.1327
6907TBL1XP8T-EHumanEsophagusESCC3.39e-071.55e-010.0889
6907TBL1XP9T-EHumanEsophagusESCC4.08e-061.50e-010.1131
6907TBL1XP10T-EHumanEsophagusESCC2.04e-067.28e-020.116
6907TBL1XP12T-EHumanEsophagusESCC8.67e-233.98e-010.1122
6907TBL1XP15T-EHumanEsophagusESCC2.11e-092.43e-010.1149
6907TBL1XP16T-EHumanEsophagusESCC6.11e-141.47e-010.1153
6907TBL1XP20T-EHumanEsophagusESCC3.32e-025.59e-020.1124
6907TBL1XP21T-EHumanEsophagusESCC8.34e-049.17e-020.1617
6907TBL1XP23T-EHumanEsophagusESCC9.80e-113.79e-010.108
6907TBL1XP26T-EHumanEsophagusESCC4.15e-275.64e-010.1276
6907TBL1XP27T-EHumanEsophagusESCC1.25e-091.54e-010.1055
6907TBL1XP28T-EHumanEsophagusESCC1.54e-163.22e-010.1149
6907TBL1XP30T-EHumanEsophagusESCC1.87e-227.93e-010.137
6907TBL1XP31T-EHumanEsophagusESCC4.04e-023.27e-020.1251
6907TBL1XP36T-EHumanEsophagusESCC3.96e-032.22e-010.1187
6907TBL1XP39T-EHumanEsophagusESCC5.71e-122.54e-010.0894
Page: 1 2 3 4 

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
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
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
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00104989BreastPrecancerproteasomal protein catabolic process58/1080490/187231.54e-078.05e-0658
GO:00431619BreastPrecancerproteasome-mediated ubiquitin-dependent protein catabolic process42/1080412/187232.49e-043.72e-0342
GO:001049814BreastIDCproteasomal protein catabolic process75/1434490/187235.59e-094.41e-0775
GO:004316114BreastIDCproteasome-mediated ubiquitin-dependent protein catabolic process57/1434412/187239.55e-062.68e-0457
GO:001049824BreastDCISproteasomal protein catabolic process75/1390490/187231.44e-091.40e-0775
GO:004316124BreastDCISproteasome-mediated ubiquitin-dependent protein catabolic process57/1390412/187233.76e-061.16e-0457
GO:001049810CervixCCproteasomal protein catabolic process111/2311490/187238.98e-111.58e-08111
GO:00160557CervixCCWnt signaling pathway98/2311444/187234.82e-094.65e-0798
GO:01987387CervixCCcell-cell signaling by wnt98/2311446/187236.16e-095.58e-0798
GO:004316110CervixCCproteasome-mediated ubiquitin-dependent protein catabolic process91/2311412/187231.65e-081.25e-0691
GO:00301117CervixCCregulation of Wnt signaling pathway76/2311328/187233.05e-082.08e-0676
GO:00608287CervixCCregulation of canonical Wnt signaling pathway58/2311253/187231.83e-065.89e-0558
GO:00600707CervixCCcanonical Wnt signaling pathway66/2311303/187232.47e-067.35e-0566
GO:003164710CervixCCregulation of protein stability63/2311298/187231.14e-052.45e-0463
GO:005082110CervixCCprotein stabilization43/2311191/187235.90e-058.54e-0443
GO:00165705CervixCChistone modification84/2311463/187231.70e-042.01e-0384
GO:00301776CervixCCpositive regulation of Wnt signaling pathway31/2311140/187238.01e-047.02e-0331
GO:00902636CervixCCpositive regulation of canonical Wnt signaling pathway22/2311106/187239.52e-034.72e-0222
GO:0010498ColorectumADproteasomal protein catabolic process174/3918490/187233.18e-147.66e-12174
GO:0043161ColorectumADproteasome-mediated ubiquitin-dependent protein catabolic process141/3918412/187231.77e-101.68e-08141
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa043109CervixCCWnt signaling pathway43/1267171/84653.03e-041.64e-039.68e-0443
hsa0431012CervixCCWnt signaling pathway43/1267171/84653.03e-041.64e-039.68e-0443
hsa043108LungIACWnt signaling pathway40/1053171/84654.56e-057.06e-044.69e-0440
hsa0431011LungIACWnt signaling pathway40/1053171/84654.56e-057.06e-044.69e-0440
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
TBL1XSNVMissense_Mutationc.1673N>Tp.Gly558Valp.G558VO60907protein_codingdeleterious(0)probably_damaging(0.996)TCGA-A2-A0CT-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
TBL1XSNVMissense_Mutationc.947N>Tp.Thr316Metp.T316MO60907protein_codingdeleterious(0.04)benign(0.103)TCGA-A8-A06O-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyletrozoleSD
TBL1XSNVMissense_Mutationc.625N>Ap.Ala209Thrp.A209TO60907protein_codingtolerated(0.61)benign(0)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TBL1XSNVMissense_Mutationc.1011N>Tp.Trp337Cysp.W337CO60907protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A0FD-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TBL1XSNVMissense_Mutationc.1459N>Cp.Val487Leup.V487LO60907protein_codingdeleterious(0.01)possibly_damaging(0.9)TCGA-E2-A1IL-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
TBL1XinsertionIn_Frame_Insnovelc.869_870insAAAATGTTTCTGGAAACAAAAGAGCCCTTTAAGTGTGTTTCTp.Asp290delinsGluLysCysPheTrpLysGlnLysSerProLeuSerValPheLeup.D290delinsEKCFWKQKSPLSVFLO60907protein_codingTCGA-A8-A09D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
TBL1XSNVMissense_Mutationc.1140N>Cp.Gln380Hisp.Q380HO60907protein_codingdeleterious(0.05)probably_damaging(0.967)TCGA-DG-A2KK-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
TBL1XSNVMissense_Mutationrs746301021c.1726N>Tp.Arg576Trpp.R576WO60907protein_codingdeleterious(0)probably_damaging(0.987)TCGA-AA-3695-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownSD
TBL1XSNVMissense_Mutationrs752103477c.1499N>Tp.Thr500Metp.T500MO60907protein_codingdeleterious(0)probably_damaging(0.982)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
TBL1XSNVMissense_Mutationc.625N>Ap.Ala209Thrp.A209TO60907protein_codingtolerated(0.61)benign(0)TCGA-G4-6304-01Colorectumcolon adenocarcinomaFemale>=65I/IIChemotherapyfluorouracilPD
Page: 1 2 3 4 5 6 7 

Top

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
Page: 1