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: BAIAP2L2

Gene summary for BAIAP2L2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BAIAP2L2

Gene ID

80115

Gene nameBAR/IMD domain containing adaptor protein 2 like 2
Gene AliasBAIAP2L2
Cytomap22q13.1
Gene Typeprotein-coding
GO ID

GO:0006996

UniProtAcc

Q6UXY1


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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
80115BAIAP2L2TumorHumanCervixCC2.63e-579.64e-010.1241
80115BAIAP2L2sample3HumanCervixCC3.80e-691.00e+000.1387
80115BAIAP2L2T3HumanCervixCC1.31e-689.55e-010.1389
80115BAIAP2L2P4T-EHumanEsophagusESCC2.81e-072.06e-010.1323
80115BAIAP2L2P5T-EHumanEsophagusESCC8.96e-458.34e-010.1327
80115BAIAP2L2P9T-EHumanEsophagusESCC6.89e-113.52e-010.1131
80115BAIAP2L2P11T-EHumanEsophagusESCC4.74e-031.89e-010.1426
80115BAIAP2L2P17T-EHumanEsophagusESCC2.14e-095.06e-010.1278
80115BAIAP2L2P19T-EHumanEsophagusESCC4.64e-064.31e-010.1662
80115BAIAP2L2P20T-EHumanEsophagusESCC1.17e-041.62e-010.1124
80115BAIAP2L2P21T-EHumanEsophagusESCC2.85e-731.65e+000.1617
80115BAIAP2L2P23T-EHumanEsophagusESCC6.05e-082.94e-010.108
80115BAIAP2L2P24T-EHumanEsophagusESCC6.56e-153.55e-010.1287
80115BAIAP2L2P28T-EHumanEsophagusESCC2.02e-061.90e-010.1149
80115BAIAP2L2P30T-EHumanEsophagusESCC9.20e-053.15e-010.137
80115BAIAP2L2P32T-EHumanEsophagusESCC1.45e-461.18e+000.1666
80115BAIAP2L2P37T-EHumanEsophagusESCC5.50e-164.67e-010.1371
80115BAIAP2L2P38T-EHumanEsophagusESCC6.38e-155.53e-010.127
80115BAIAP2L2P39T-EHumanEsophagusESCC9.44e-071.67e-010.0894
80115BAIAP2L2P40T-EHumanEsophagusESCC2.35e-124.70e-010.109
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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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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:003227310CervixCCpositive regulation of protein polymerization33/2311138/187231.23e-041.53e-0333
GO:20002493CervixCCregulation of actin cytoskeleton reorganization14/231139/187231.36e-041.66e-0314
GO:00308389CervixCCpositive regulation of actin filament polymerization24/231199/187237.93e-046.99e-0324
GO:00070092CervixCCplasma membrane organization28/2311142/187237.85e-034.14e-0228
GO:0043254111EsophagusESCCregulation of protein-containing complex assembly278/8552428/187233.81e-162.77e-14278
GO:0031334111EsophagusESCCpositive regulation of protein-containing complex assembly166/8552237/187232.06e-141.07e-12166
GO:1902905111EsophagusESCCpositive regulation of supramolecular fiber organization142/8552209/187235.51e-111.76e-09142
GO:1902903111EsophagusESCCregulation of supramolecular fiber organization237/8552383/187239.06e-112.75e-09237
GO:005149520EsophagusESCCpositive regulation of cytoskeleton organization147/8552226/187232.93e-096.38e-08147
GO:0051258111EsophagusESCCprotein polymerization183/8552297/187231.94e-083.75e-07183
GO:000701527EsophagusESCCactin filament organization259/8552442/187232.37e-084.50e-07259
GO:0032273111EsophagusESCCpositive regulation of protein polymerization95/8552138/187232.97e-085.57e-0795
GO:003253520EsophagusESCCregulation of cellular component size227/8552383/187234.77e-088.60e-07227
GO:0032970111EsophagusESCCregulation of actin filament-based process231/8552397/187232.91e-074.20e-06231
GO:0032956111EsophagusESCCregulation of actin cytoskeleton organization210/8552358/187234.40e-076.00e-06210
GO:0032271111EsophagusESCCregulation of protein polymerization143/8552233/187239.21e-071.17e-05143
GO:011005327EsophagusESCCregulation of actin filament organization166/8552278/187231.54e-061.85e-05166
GO:005101727EsophagusESCCactin filament bundle assembly100/8552157/187233.87e-064.17e-05100
GO:003153218EsophagusESCCactin cytoskeleton reorganization72/8552107/187235.03e-065.31e-0572
GO:006157227EsophagusESCCactin filament bundle organization101/8552161/187239.22e-068.82e-05101
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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
BAIAP2L2SNVMissense_Mutationc.331N>Ap.Asp111Asnp.D111NQ6UXY1protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A2-A0EY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
BAIAP2L2SNVMissense_Mutationrs201026822c.115N>Tp.Arg39Cysp.R39CQ6UXY1protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
BAIAP2L2SNVMissense_Mutationrs764609892c.211C>Gp.Leu71Valp.L71VQ6UXY1protein_codingdeleterious(0)probably_damaging(0.959)TCGA-VS-A9UH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
BAIAP2L2SNVMissense_Mutationc.548G>Ap.Arg183Hisp.R183HQ6UXY1protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
BAIAP2L2SNVMissense_Mutationc.1031N>Ap.Leu344Glnp.L344QQ6UXY1protein_codingdeleterious(0)probably_damaging(1)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
BAIAP2L2SNVMissense_Mutationc.544N>Tp.Arg182Trpp.R182WQ6UXY1protein_codingdeleterious(0)probably_damaging(1)TCGA-G4-6628-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
BAIAP2L2SNVMissense_Mutationnovelc.424C>Tp.Arg142Cysp.R142CQ6UXY1protein_codingdeleterious(0)probably_damaging(0.962)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
BAIAP2L2insertionIn_Frame_Insnovelc.1223_1224insAACACCCATp.Pro407_Met408insIleThrProp.P407_M408insITPQ6UXY1protein_codingTCGA-AA-A01P-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
BAIAP2L2SNVMissense_Mutationrs201411605c.1175N>Ap.Pro392Hisp.P392HQ6UXY1protein_codingtolerated(0.25)possibly_damaging(0.753)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
BAIAP2L2SNVMissense_Mutationrs761059410c.1547G>Ap.Arg516Hisp.R516HQ6UXY1protein_codingdeleterious(0)probably_damaging(0.972)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=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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