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: 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


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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
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
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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.

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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:019873820ThyroidHTcell-cell signaling by wnt48/1272446/187231.07e-031.07e-0248
GO:006007019ThyroidHTcanonical Wnt signaling pathway34/1272303/187232.76e-032.27e-0234
GO:006082820ThyroidHTregulation of canonical Wnt signaling pathway29/1272253/187234.01e-032.96e-0229
GO:003011120ThyroidHTregulation of Wnt signaling pathway35/1272328/187235.41e-033.58e-0235
GO:0010498113ThyroidPTCproteasomal protein catabolic process297/5968490/187234.58e-409.63e-37297
GO:0043161113ThyroidPTCproteasome-mediated ubiquitin-dependent protein catabolic process254/5968412/187233.91e-364.54e-33254
GO:0031647113ThyroidPTCregulation of protein stability174/5968298/187232.05e-214.05e-19174
GO:001657010ThyroidPTChistone modification235/5968463/187231.17e-171.15e-15235
GO:0050821113ThyroidPTCprotein stabilization115/5968191/187235.67e-164.31e-14115
GO:0016055110ThyroidPTCWnt signaling pathway217/5968444/187233.71e-142.30e-12217
GO:0198738110ThyroidPTCcell-cell signaling by wnt217/5968446/187236.68e-143.73e-12217
GO:0030111110ThyroidPTCregulation of Wnt signaling pathway163/5968328/187231.05e-114.29e-10163
GO:0060828110ThyroidPTCregulation of canonical Wnt signaling pathway123/5968253/187231.83e-084.26e-07123
GO:0060070110ThyroidPTCcanonical Wnt signaling pathway141/5968303/187235.71e-081.21e-06141
GO:003017719ThyroidPTCpositive regulation of Wnt signaling pathway72/5968140/187231.16e-061.69e-0572
GO:00356017ThyroidPTCprotein deacylation58/5968112/187239.29e-061.05e-0458
GO:00165756ThyroidPTChistone deacetylation45/596882/187231.34e-051.45e-0445
GO:00064767ThyroidPTCprotein deacetylation53/5968101/187231.36e-051.47e-0453
GO:009026319ThyroidPTCpositive regulation of canonical Wnt signaling pathway55/5968106/187231.45e-051.55e-0455
GO:00987327ThyroidPTCmacromolecule deacylation58/5968116/187233.59e-053.36e-0458
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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
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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
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
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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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