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: TRBC2

Gene summary for TRBC2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TRBC2

Gene ID

28638

Gene nameT cell receptor beta constant 2
Gene AliasTCRBC2
Cytomap7q34
Gene Typeother
GO ID

GO:0001775

UniProtAcc

NA


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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
28638TRBC2LZE4THumanEsophagusESCC6.19e-104.65e-010.0811
28638TRBC2LZE7THumanEsophagusESCC2.07e-096.64e-010.0667
28638TRBC2LZE8THumanEsophagusESCC4.02e-052.88e-010.067
28638TRBC2LZE22D1HumanEsophagusHGIN5.14e-032.83e-010.0595
28638TRBC2LZE24THumanEsophagusESCC1.80e-031.97e-010.0596
28638TRBC2LZE6THumanEsophagusESCC7.09e-158.07e-010.0845
28638TRBC2C21HumanOral cavityOSCC1.96e-236.74e-010.2678
28638TRBC2C30HumanOral cavityOSCC4.24e-206.48e-010.3055
28638TRBC2C38HumanOral cavityOSCC1.71e-132.00e+000.172
28638TRBC2C46HumanOral cavityOSCC4.10e-244.76e-010.1673
28638TRBC2C51HumanOral cavityOSCC5.61e-165.33e-010.2674
28638TRBC2C57HumanOral cavityOSCC6.98e-064.18e-010.1679
28638TRBC2C06HumanOral cavityOSCC4.00e-101.27e+000.2699
28638TRBC2C07HumanOral cavityOSCC3.99e-098.03e-010.2491
28638TRBC2C08HumanOral cavityOSCC4.46e-072.86e-010.1919
28638TRBC2C86HumanOral cavityOSCC1.66e-035.64e-010.161
28638TRBC2C09HumanOral cavityOSCC5.42e-214.97e-010.1431
28638TRBC2LN22HumanOral cavityOSCC3.38e-081.41e+000.1733
28638TRBC2LN38HumanOral cavityOSCC9.55e-051.17e+000.168
28638TRBC2LN46HumanOral cavityOSCC4.60e-175.63e-010.1666
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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
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
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:00027646Oral cavityOSCCimmune response-regulating signaling pathway212/7305468/187232.93e-031.27e-02212
GO:00512519ThyroidHTpositive regulation of lymphocyte activation51/1272362/187235.57e-072.38e-0551
GO:000269610ThyroidHTpositive regulation of leukocyte activation55/1272409/187239.17e-073.70e-0555
GO:00508679ThyroidHTpositive regulation of cell activation55/1272420/187232.11e-067.61e-0555
GO:00160644ThyroidHTimmunoglobulin mediated immune response32/1272207/187231.05e-052.82e-0432
GO:00197244ThyroidHTB cell mediated immunity32/1272210/187231.42e-053.57e-0432
GO:00024494ThyroidHTlymphocyte mediated immunity45/1272350/187232.76e-056.05e-0445
GO:00022536ThyroidHTactivation of immune response47/1272375/187233.55e-057.40e-0447
GO:00069564ThyroidHTcomplement activation22/1272130/187236.17e-051.16e-0322
GO:00069598ThyroidHThumoral immune response40/1272317/187231.14e-041.86e-0340
GO:00024434ThyroidHTleukocyte mediated immunity51/1272440/187231.30e-042.07e-0351
GO:00080371ThyroidHTcell recognition31/1272225/187231.35e-042.12e-0331
GO:00024605ThyroidHTadaptive immune response based on somatic recombination of immune receptors built from immunoglobulin superfamily domains43/1272356/187231.74e-042.59e-0343
GO:00421133ThyroidHTB cell activation39/1272334/187236.66e-047.61e-0339
GO:00069583ThyroidHTcomplement activation, classical pathway17/1272108/187239.56e-049.83e-0317
GO:00027648ThyroidHTimmune response-regulating signaling pathway50/1272468/187239.96e-041.02e-0250
GO:00024552ThyroidHThumoral immune response mediated by circulating immunoglobulin18/1272121/187231.35e-031.29e-0218
GO:00069094ThyroidHTphagocytosis34/1272308/187233.59e-032.73e-0234
GO:00103244ThyroidHTmembrane invagination19/1272144/187234.08e-032.99e-0219
GO:00508643ThyroidHTregulation of B cell activation24/1272198/187234.18e-033.05e-0224
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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
TRBC2SNVMissense_Mutationnovelc.291N>Cp.Val98Leup.V98LTR_C_genedeleterious(0.01)benign(0.318)TCGA-EA-A3HR-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TRBC2SNVMissense_Mutationrs782337323c.234C>Tp.Arg79Cysp.R79CTR_C_genedeleterious(0)probably_damaging(0.988)TCGA-AG-4007-01Colorectumrectum adenocarcinomaMale>=65III/IVUnknownUnknownSD
TRBC2SNVMissense_Mutationrs371775366c.321G>Ap.Glu108Lysp.E108KTR_C_genetolerated(0.34)benign(0.005)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
TRBC2SNVMissense_Mutationnovelc.217N>Tp.Arg73Ilep.R73ITR_C_genedeleterious(0.04)benign(0.039)TCGA-BS-A0UV-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
TRBC2SNVMissense_Mutationnovelc.220N>Gp.Tyr74Cysp.Y74CTR_C_genedeleterious(0)probably_damaging(1)TCGA-D1-A175-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapypaclitaxelSD
TRBC2SNVMissense_Mutationnovelc.182N>Tp.Gln61Hisp.Q61HTR_C_genedeleterious_low_confidence(0)possibly_damaging(0.811)TCGA-DF-A2KU-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
TRBC2SNVMissense_Mutationrs781847184c.15N>Ap.Val6Metp.V6MTR_C_genedeleterious(0)probably_damaging(1)TCGA-EO-A22R-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TRBC2SNVMissense_Mutationnovelc.119N>Gp.His40Glnp.H40QTR_C_genedeleterious(0)probably_damaging(0.999)TCGA-05-4430-01Lunglung adenocarcinomaFemale<65I/IIUnknownUnknownSD
TRBC2SNVMissense_Mutationnovelc.474N>Cp.Tyr159Hisp.Y159HTR_C_genedeleterious(0)probably_damaging(0.999)TCGA-38-7271-01Lunglung adenocarcinomaFemale>=65I/IIChemotherapycisplatinPD
TRBC2SNVMissense_Mutationrs782153350c.192G>Ap.Glu65Lysp.E65KTR_C_genedeleterious(0)possibly_damaging(0.633)TCGA-44-2662-01Lunglung adenocarcinomaMale>=65I/IIOther, specify in notesGSK Mage Vaccine StudyrecPD
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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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