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: 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


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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
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
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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
∗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:004211023Oral cavityEOLPT cell activation111/2218487/187234.67e-128.17e-10111
GO:000715917Oral cavityEOLPleukocyte cell-cell adhesion86/2218371/187235.01e-104.11e-0886
GO:005086316Oral cavityEOLPregulation of T cell activation76/2218329/187235.96e-093.11e-0776
GO:190303716Oral cavityEOLPregulation of leukocyte cell-cell adhesion77/2218336/187236.89e-093.53e-0777
GO:000268323Oral cavityEOLPnegative regulation of immune system process91/2218434/187233.12e-081.24e-0691
GO:002240719Oral cavityEOLPregulation of cell-cell adhesion93/2218448/187233.65e-081.41e-0693
GO:00027683Oral cavityEOLPimmune response-regulating cell surface receptor signaling pathway66/2218315/187232.44e-065.45e-0566
GO:005085214Oral cavityEOLPT cell receptor signaling pathway33/2218123/187234.19e-068.76e-0533
GO:007066112Oral cavityEOLPleukocyte proliferation65/2218318/187236.86e-061.33e-0465
GO:00024292Oral cavityEOLPimmune response-activating cell surface receptor signaling pathway60/2218291/187231.16e-052.00e-0460
GO:00027572Oral cavityEOLPimmune response-activating signal transduction60/2218291/187231.16e-052.00e-0460
GO:007066310Oral cavityEOLPregulation of leukocyte proliferation52/2218245/187231.89e-053.01e-0452
GO:000716216Oral cavityEOLPnegative regulation of cell adhesion61/2218303/187232.11e-053.28e-0461
GO:00022534Oral cavityEOLPactivation of immune response72/2218375/187232.18e-053.35e-0472
GO:004209817Oral cavityEOLPT cell proliferation44/2218199/187232.86e-054.14e-0444
GO:004665112Oral cavityEOLPlymphocyte proliferation58/2218288/187233.29e-054.63e-0458
GO:002240812Oral cavityEOLPnegative regulation of cell-cell adhesion43/2218196/187234.26e-055.79e-0443
GO:00329436Oral cavityEOLPmononuclear cell proliferation58/2218291/187234.48e-055.99e-0458
GO:00512503Oral cavityEOLPnegative regulation of lymphocyte activation36/2218157/187236.66e-058.27e-0436
GO:00506706Oral cavityEOLPregulation of lymphocyte proliferation47/2218225/187237.03e-058.67e-0447
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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
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
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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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