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: BTN2A2

Gene summary for BTN2A2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BTN2A2

Gene ID

10385

Gene namebutyrophilin subfamily 2 member A2
Gene AliasBT2.2
Cytomap6p22.2
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

A0A024R038


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
10385BTN2A2LZE4THumanEsophagusESCC2.18e-062.24e-010.0811
10385BTN2A2LZE24THumanEsophagusESCC3.17e-061.69e-010.0596
10385BTN2A2LZE6THumanEsophagusESCC2.96e-031.63e-010.0845
10385BTN2A2P2T-EHumanEsophagusESCC3.75e-376.92e-010.1177
10385BTN2A2P4T-EHumanEsophagusESCC6.14e-112.52e-010.1323
10385BTN2A2P8T-EHumanEsophagusESCC2.44e-049.75e-020.0889
10385BTN2A2P10T-EHumanEsophagusESCC2.93e-081.28e-010.116
10385BTN2A2P11T-EHumanEsophagusESCC6.74e-093.13e-010.1426
10385BTN2A2P12T-EHumanEsophagusESCC5.09e-091.88e-010.1122
10385BTN2A2P15T-EHumanEsophagusESCC1.31e-029.05e-020.1149
10385BTN2A2P16T-EHumanEsophagusESCC1.95e-152.64e-010.1153
10385BTN2A2P21T-EHumanEsophagusESCC1.81e-183.02e-010.1617
10385BTN2A2P22T-EHumanEsophagusESCC2.06e-027.21e-020.1236
10385BTN2A2P23T-EHumanEsophagusESCC1.14e-031.18e-010.108
10385BTN2A2P24T-EHumanEsophagusESCC1.36e-091.38e-010.1287
10385BTN2A2P26T-EHumanEsophagusESCC4.16e-111.13e-010.1276
10385BTN2A2P27T-EHumanEsophagusESCC7.46e-152.06e-010.1055
10385BTN2A2P28T-EHumanEsophagusESCC2.18e-051.08e-010.1149
10385BTN2A2P30T-EHumanEsophagusESCC1.56e-072.72e-010.137
10385BTN2A2P31T-EHumanEsophagusESCC7.00e-091.58e-010.1251
Page: 1 2 3 

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
∗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:002240720EsophagusESCCregulation of cell-cell adhesion239/8552448/187235.88e-043.19e-03239
GO:000268316EsophagusESCCnegative regulation of immune system process231/8552434/187238.48e-044.36e-03231
GO:004211018EsophagusESCCT cell activation256/8552487/187231.18e-035.87e-03256
GO:00508528EsophagusESCCT cell receptor signaling pathway73/8552123/187231.54e-037.24e-0373
GO:000715918EsophagusESCCleukocyte cell-cell adhesion192/8552371/187231.03e-023.51e-02192
GO:190303717EsophagusESCCregulation of leukocyte cell-cell adhesion174/8552336/187231.36e-024.43e-02174
GO:004211016Oral cavityOSCCT cell activation245/7305487/187232.00e-073.22e-06245
GO:002240718Oral cavityOSCCregulation of cell-cell adhesion218/7305448/187231.71e-051.68e-04218
GO:005086315Oral cavityOSCCregulation of T cell activation161/7305329/187231.44e-041.02e-03161
GO:00508527Oral cavityOSCCT cell receptor signaling pathway68/7305123/187231.80e-041.22e-0368
GO:000715916Oral cavityOSCCleukocyte cell-cell adhesion178/7305371/187232.44e-041.57e-03178
GO:190303715Oral cavityOSCCregulation of leukocyte cell-cell adhesion162/7305336/187233.39e-042.08e-03162
GO:000268310Oral cavityOSCCnegative regulation of immune system process204/7305434/187233.72e-042.27e-03204
GO:004209816Oral cavityOSCCT cell proliferation100/7305199/187237.93e-044.27e-03100
GO:00071629Oral cavityOSCCnegative regulation of cell adhesion145/7305303/187239.95e-045.18e-03145
GO:00027646Oral cavityOSCCimmune response-regulating signaling pathway212/7305468/187232.93e-031.27e-02212
GO:00706618Oral cavityOSCCleukocyte proliferation145/7305318/187239.31e-033.33e-02145
GO:00224086Oral cavityOSCCnegative regulation of cell-cell adhesion92/7305196/187231.41e-024.64e-0292
GO:00466517Oral cavityOSCClymphocyte proliferation131/7305288/187231.41e-024.67e-02131
GO:000276413Oral cavityEOLPimmune response-regulating signaling pathway108/2218468/187234.04e-127.34e-10108
Page: 1 2 3 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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
BTN2A2SNVMissense_Mutationc.190G>Ap.Glu64Lysp.E64KQ8WVV5protein_codingdeleterious(0.03)possibly_damaging(0.759)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
BTN2A2SNVMissense_Mutationc.296G>Tp.Arg99Ilep.R99IQ8WVV5protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
BTN2A2SNVMissense_Mutationc.757N>Ap.Val253Metp.V253MQ8WVV5protein_codingdeleterious(0.03)benign(0.434)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BTN2A2SNVMissense_Mutationnovelc.457N>Ap.Pro153Thrp.P153TQ8WVV5protein_codingdeleterious(0.01)probably_damaging(0.993)TCGA-C8-A12P-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
BTN2A2insertionFrame_Shift_Insnovelc.302_303insGGAGGGGGAAGTGGAGGGACGAGGGTGTGAAAGAATCCAGGGACAAp.Phe102GlufsTer32p.F102Efs*32Q8WVV5protein_codingTCGA-A2-A0CU-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
BTN2A2insertionFrame_Shift_Insnovelc.1265_1266insTGTGTGGTTCCTGp.Met422IlefsTer17p.M422Ifs*17Q8WVV5protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BTN2A2SNVMissense_Mutationrs775875965c.334G>Ap.Val112Metp.V112MQ8WVV5protein_codingdeleterious(0.03)probably_damaging(0.994)TCGA-4T-AA8H-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
BTN2A2SNVMissense_Mutationrs146154371c.412N>Ap.Asp138Asnp.D138NQ8WVV5protein_codingtolerated(0.09)benign(0.168)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
BTN2A2SNVMissense_Mutationnovelc.997N>Ap.Pro333Thrp.P333TQ8WVV5protein_codingdeleterious(0.03)probably_damaging(0.973)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
BTN2A2SNVMissense_Mutationnovelc.1424N>Tp.Ala475Valp.A475VQ8WVV5protein_codingtolerated(0.09)benign(0.015)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 8 

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