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: BOLA2B

Gene summary for BOLA2B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BOLA2B

Gene ID

654483

Gene namebolA family member 2B
Gene AliasBOLA2
Cytomap16p11.2
Gene Typeprotein-coding
GO ID

GO:0006790

UniProtAcc

A0A087WZT3


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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
654483BOLA2BHTA11_3410_2000001011HumanColorectumAD3.38e-102.03e-010.0155
654483BOLA2BHTA11_2487_2000001011HumanColorectumSER1.30e-296.73e-01-0.1808
654483BOLA2BHTA11_1938_2000001011HumanColorectumAD7.73e-093.61e-01-0.0811
654483BOLA2BHTA11_347_2000001011HumanColorectumAD3.42e-163.40e-01-0.1954
654483BOLA2BHTA11_411_2000001011HumanColorectumSER2.50e-117.18e-01-0.2602
654483BOLA2BHTA11_2112_2000001011HumanColorectumSER3.88e-117.52e-01-0.2196
654483BOLA2BHTA11_3361_2000001011HumanColorectumAD1.96e-165.11e-01-0.1207
654483BOLA2BHTA11_83_2000001011HumanColorectumSER1.71e-216.36e-01-0.1526
654483BOLA2BHTA11_696_2000001011HumanColorectumAD3.45e-305.72e-01-0.1464
654483BOLA2BHTA11_866_2000001011HumanColorectumAD1.42e-143.12e-01-0.1001
654483BOLA2BHTA11_1391_2000001011HumanColorectumAD2.25e-246.20e-01-0.059
654483BOLA2BHTA11_2992_2000001011HumanColorectumSER2.24e-147.31e-01-0.1706
654483BOLA2BHTA11_5212_2000001011HumanColorectumAD1.67e-104.21e-01-0.2061
654483BOLA2BHTA11_5216_2000001011HumanColorectumSER2.17e-094.90e-01-0.1462
654483BOLA2BHTA11_546_2000001011HumanColorectumAD4.83e-051.99e-01-0.0842
654483BOLA2BHTA11_9341_2000001011HumanColorectumSER5.61e-032.55e-01-0.00410000000000005
654483BOLA2BHTA11_7862_2000001011HumanColorectumAD5.15e-103.55e-01-0.0179
654483BOLA2BHTA11_866_3004761011HumanColorectumAD1.77e-132.93e-010.096
654483BOLA2BHTA11_4255_2000001011HumanColorectumSER3.34e-043.36e-010.0446
654483BOLA2BHTA11_8622_2000001021HumanColorectumSER3.19e-021.62e-010.0528
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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
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:0055076ColorectumADtransition metal ion homeostasis53/3918138/187231.89e-065.65e-0553
GO:0046916ColorectumADcellular transition metal ion homeostasis43/3918115/187233.62e-056.56e-0443
GO:0006790ColorectumADsulfur compound metabolic process101/3918339/187236.46e-051.07e-03101
GO:0055072ColorectumADiron ion homeostasis32/391885/187232.97e-043.60e-0332
GO:0051604ColorectumADprotein maturation85/3918294/187236.73e-046.91e-0385
GO:0006879ColorectumADcellular iron ion homeostasis25/391867/187231.51e-031.27e-0225
GO:00550761ColorectumSERtransition metal ion homeostasis41/2897138/187231.66e-055.05e-0441
GO:00516041ColorectumSERprotein maturation73/2897294/187231.82e-055.38e-0473
GO:00469161ColorectumSERcellular transition metal ion homeostasis33/2897115/187232.20e-043.89e-0333
GO:00067901ColorectumSERsulfur compound metabolic process73/2897339/187231.75e-031.81e-0273
GO:00550721ColorectumSERiron ion homeostasis24/289785/187231.91e-031.93e-0224
GO:00550762ColorectumMSStransition metal ion homeostasis45/3467138/187234.99e-059.02e-0445
GO:00550722ColorectumMSSiron ion homeostasis29/346785/187234.44e-045.32e-0329
GO:00469162ColorectumMSScellular transition metal ion homeostasis35/3467115/187231.33e-031.26e-0235
GO:00067902ColorectumMSSsulfur compound metabolic process85/3467339/187231.52e-031.39e-0285
GO:00516042ColorectumMSSprotein maturation75/3467294/187231.70e-031.53e-0275
GO:00068791ColorectumMSScellular iron ion homeostasis22/346767/187233.57e-032.64e-0222
GO:00550763ColorectumMSI-Htransition metal ion homeostasis20/1319138/187231.62e-032.40e-0220
GO:00516043ColorectumMSI-Hprotein maturation34/1319294/187233.02e-033.80e-0234
GO:005160410Oral cavityOSCCprotein maturation170/7305294/187233.97e-111.28e-09170
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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
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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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