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: TRABD2A

Gene summary for TRABD2A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TRABD2A

Gene ID

129293

Gene nameTraB domain containing 2A
Gene AliasC2orf89
Cytomap2p11.2
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q86V40


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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
129293TRABD2AHTA11_347_2000001011HumanColorectumAD4.27e-321.36e+00-0.1954
129293TRABD2AHTA11_411_2000001011HumanColorectumSER3.58e-021.94e-01-0.2602
129293TRABD2AHTA11_83_2000001011HumanColorectumSER1.60e-067.04e-01-0.1526
129293TRABD2AHTA11_1391_2000001011HumanColorectumAD1.63e-045.56e-01-0.059
129293TRABD2AHTA11_2992_2000001011HumanColorectumSER9.15e-054.07e-01-0.1706
129293TRABD2AHTA11_9341_2000001011HumanColorectumSER1.89e-088.05e-01-0.00410000000000005
129293TRABD2AHTA11_7862_2000001011HumanColorectumAD2.10e-231.08e+00-0.0179
129293TRABD2AHTA11_8622_2000001021HumanColorectumSER2.16e-047.05e-010.0528
129293TRABD2AHTA11_7663_2000001011HumanColorectumSER1.63e-159.77e-010.0131
129293TRABD2AHTA11_10623_2000001011HumanColorectumAD1.47e-129.50e-01-0.0177
129293TRABD2AHTA11_6801_2000001011HumanColorectumSER1.69e-071.06e+000.0171
129293TRABD2AHTA11_7469_2000001011HumanColorectumAD1.03e-151.15e+00-0.0124
129293TRABD2AHTA11_6818_2000001021HumanColorectumAD1.97e-077.24e-010.0588
129293TRABD2AHTA11_99999970781_79442HumanColorectumMSS6.13e-055.28e-010.294
129293TRABD2AHTA11_99999965104_69814HumanColorectumMSS1.13e-076.47e-010.281
129293TRABD2AHTA11_99999974143_84620HumanColorectumMSS5.53e-05-3.99e-010.3005
129293TRABD2AF007HumanColorectumFAP6.24e-26-9.62e-010.1176
129293TRABD2AA002-C-010HumanColorectumFAP1.22e-21-7.08e-010.242
129293TRABD2AA001-C-207HumanColorectumFAP5.07e-16-6.16e-010.1278
129293TRABD2AA015-C-203HumanColorectumFAP5.93e-39-6.89e-01-0.1294
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
GO:0043254ColorectumADregulation of protein-containing complex assembly148/3918428/187232.64e-113.18e-09148
GO:0031334ColorectumADpositive regulation of protein-containing complex assembly91/3918237/187234.78e-103.99e-0891
GO:0030111ColorectumADregulation of Wnt signaling pathway102/3918328/187238.51e-062.03e-04102
GO:0016055ColorectumADWnt signaling pathway130/3918444/187231.60e-053.37e-04130
GO:0198738ColorectumADcell-cell signaling by wnt130/3918446/187232.02e-054.10e-04130
GO:00432541ColorectumSERregulation of protein-containing complex assembly119/2897428/187233.34e-115.86e-09119
GO:00313341ColorectumSERpositive regulation of protein-containing complex assembly73/2897237/187231.89e-091.84e-0773
GO:00160551ColorectumSERWnt signaling pathway97/2897444/187232.02e-043.68e-0397
GO:01987381ColorectumSERcell-cell signaling by wnt97/2897446/187232.39e-044.11e-0397
GO:00301111ColorectumSERregulation of Wnt signaling pathway75/2897328/187232.47e-044.20e-0375
GO:00432542ColorectumMSSregulation of protein-containing complex assembly130/3467428/187231.38e-091.03e-07130
GO:00313342ColorectumMSSpositive regulation of protein-containing complex assembly82/3467237/187232.49e-091.75e-0782
GO:00301112ColorectumMSSregulation of Wnt signaling pathway98/3467328/187233.37e-071.36e-0598
GO:00160552ColorectumMSSWnt signaling pathway124/3467444/187236.06e-072.26e-05124
GO:01987382ColorectumMSScell-cell signaling by wnt124/3467446/187237.83e-072.77e-05124
GO:0030178ColorectumMSSnegative regulation of Wnt signaling pathway48/3467170/187231.23e-031.18e-0248
GO:00160553ColorectumFAPWnt signaling pathway104/2622444/187234.92e-083.92e-06104
GO:00432544ColorectumFAPregulation of protein-containing complex assembly101/2622428/187235.18e-084.07e-06101
GO:01987383ColorectumFAPcell-cell signaling by wnt104/2622446/187236.26e-084.54e-06104
GO:00301113ColorectumFAPregulation of Wnt signaling pathway81/2622328/187231.44e-079.03e-0681
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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
TRABD2ASNVMissense_Mutationnovelc.165C>Gp.Phe55Leup.F55LQ86V40protein_codingtolerated(0.7)benign(0.08)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
TRABD2ASNVMissense_Mutationnovelc.1261N>Gp.Lys421Glup.K421EQ86V40protein_codingdeleterious(0.03)benign(0.131)TCGA-A7-A6VX-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelCR
TRABD2ASNVMissense_Mutationrs745429009c.1246G>Ap.Glu416Lysp.E416KQ86V40protein_codingtolerated(0.08)benign(0.06)TCGA-BH-A0B4-01Breastbreast invasive carcinomaMale>=65III/IVHormone TherapytamoxiphenSD
TRABD2ASNVMissense_Mutationrs747516201c.1297N>Tp.Arg433Trpp.R433WQ86V40protein_codingdeleterious_low_confidence(0)possibly_damaging(0.63)TCGA-BH-A0HK-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
TRABD2ASNVMissense_Mutationc.1128N>Gp.Ile376Metp.I376MQ86V40protein_codingtolerated_low_confidence(0.25)benign(0.048)TCGA-BH-A0HP-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
TRABD2ASNVMissense_Mutationrs766579273c.562N>Gp.Leu188Valp.L188VQ86V40protein_codingdeleterious(0)probably_damaging(0.992)TCGA-E2-A14N-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
TRABD2ASNVMissense_Mutationc.976N>Ap.Phe326Ilep.F326IQ86V40protein_codingdeleterious(0)possibly_damaging(0.629)TCGA-E2-A14W-01Breastbreast invasive carcinomaMale>=65I/IIChemotherapycytoxanSD
TRABD2AinsertionFrame_Shift_Insnovelc.136_137insGTTCAACp.Thr46SerfsTer5p.T46Sfs*5Q86V40protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TRABD2AdeletionFrame_Shift_Delnovelc.971delNp.Phe324SerfsTer27p.F324Sfs*27Q86V40protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
TRABD2ASNVMissense_Mutationrs757790660c.1259N>Ap.Arg420Glnp.R420QQ86V40protein_codingtolerated(0.07)benign(0)TCGA-MY-A913-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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