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: BANF1

Gene summary for BANF1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BANF1

Gene ID

8815

Gene nameBAF nuclear assembly factor 1
Gene AliasBAF
Cytomap11q13.1
Gene Typeprotein-coding
GO ID

GO:0006323

UniProtAcc

A0A024R5H0


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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
8815BANF1CA_HPV_1HumanCervixCC3.24e-04-1.11e-010.0264
8815BANF1CA_HPV_3HumanCervixCC7.75e-051.93e-010.0414
8815BANF1CCI_1HumanCervixCC1.10e-03-5.08e-010.528
8815BANF1CCI_3HumanCervixCC2.22e-06-5.22e-010.516
8815BANF1CCII_1HumanCervixCC1.00e-11-5.46e-010.3249
8815BANF1L1HumanCervixCC2.89e-061.73e-020.0802
8815BANF1T3HumanCervixCC7.60e-031.51e-010.1389
8815BANF1HTA11_3410_2000001011HumanColorectumAD6.70e-194.06e-010.0155
8815BANF1HTA11_2487_2000001011HumanColorectumSER4.45e-164.86e-01-0.1808
8815BANF1HTA11_2951_2000001011HumanColorectumAD1.20e-034.07e-010.0216
8815BANF1HTA11_1938_2000001011HumanColorectumAD3.37e-206.74e-01-0.0811
8815BANF1HTA11_78_2000001011HumanColorectumAD8.11e-062.50e-01-0.1088
8815BANF1HTA11_347_2000001011HumanColorectumAD2.89e-194.52e-01-0.1954
8815BANF1HTA11_411_2000001011HumanColorectumSER3.59e-055.67e-01-0.2602
8815BANF1HTA11_2112_2000001011HumanColorectumSER2.32e-023.03e-01-0.2196
8815BANF1HTA11_3361_2000001011HumanColorectumAD7.70e-134.95e-01-0.1207
8815BANF1HTA11_83_2000001011HumanColorectumSER2.78e-115.19e-01-0.1526
8815BANF1HTA11_696_2000001011HumanColorectumAD3.69e-245.20e-01-0.1464
8815BANF1HTA11_866_2000001011HumanColorectumAD6.55e-093.53e-01-0.1001
8815BANF1HTA11_1391_2000001011HumanColorectumAD5.94e-307.75e-01-0.059
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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
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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:00160322ColorectumMSSviral process157/3467415/187237.94e-216.19e-18157
GO:00190582ColorectumMSSviral life cycle111/3467317/187231.65e-122.95e-10111
GO:00190792ColorectumMSSviral genome replication49/3467131/187232.73e-071.11e-0549
GO:00507922ColorectumMSSregulation of viral process54/3467164/187236.79e-061.77e-0454
GO:19039002ColorectumMSSregulation of viral life cycle47/3467148/187237.20e-051.21e-0347
GO:00450691ColorectumMSSregulation of viral genome replication30/346785/187231.81e-042.57e-0330
GO:00160323ColorectumMSI-Hviral process74/1319415/187238.87e-142.05e-1174
GO:00190583ColorectumMSI-Hviral life cycle53/1319317/187233.27e-094.32e-0753
GO:00190793ColorectumMSI-Hviral genome replication29/1319131/187232.57e-082.80e-0629
GO:00450692ColorectumMSI-Hregulation of viral genome replication19/131985/187235.47e-062.79e-0419
GO:00507923ColorectumMSI-Hregulation of viral process27/1319164/187233.02e-051.20e-0327
GO:19039003ColorectumMSI-Hregulation of viral life cycle25/1319148/187233.78e-051.43e-0325
GO:0045071ColorectumMSI-Hnegative regulation of viral genome replication11/131956/187231.60e-032.39e-0211
GO:0048525ColorectumMSI-Hnegative regulation of viral process15/131992/187231.85e-032.65e-0215
GO:0009615ColorectumMSI-Hresponse to virus40/1319367/187233.99e-034.61e-0240
GO:001603216EndometriumAEHviral process110/2100415/187231.99e-181.09e-15110
GO:001905816EndometriumAEHviral life cycle86/2100317/187232.53e-157.58e-1386
GO:001907916EndometriumAEHviral genome replication43/2100131/187233.22e-114.60e-0943
GO:005079216EndometriumAEHregulation of viral process40/2100164/187231.46e-064.66e-0540
GO:190390016EndometriumAEHregulation of viral life cycle36/2100148/187235.13e-061.32e-0436
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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
BANF1SNVMissense_Mutationnovelc.118N>Cp.Asp40Hisp.D40HO75531protein_codingdeleterious(0)probably_damaging(0.983)TCGA-E2-A1LH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
BANF1deletionFrame_Shift_Delnovelc.261delCp.Phe88SerfsTer84p.F88Sfs*84O75531protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
BANF1SNVMissense_Mutationc.205N>Ap.Ala69Thrp.A69TO75531protein_codingdeleterious(0.01)benign(0.382)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
BANF1SNVMissense_Mutationc.65N>Ap.Ser22Asnp.S22NO75531protein_codingtolerated(0.3)benign(0.001)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
BANF1SNVMissense_Mutationrs772391821c.235N>Ap.Gly79Argp.G79RO75531protein_codingtolerated(0.54)benign(0.123)TCGA-B5-A11E-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
BANF1SNVMissense_Mutationc.256N>Ap.Asp86Asnp.D86NO75531protein_codingtolerated(0.19)benign(0.041)TCGA-BS-A0UV-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
BANF1SNVMissense_Mutationnovelc.20N>Gp.His7Argp.H7RO75531protein_codingdeleterious(0.03)probably_damaging(0.95)TCGA-EO-A22R-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
BANF1SNVMissense_Mutationc.45G>Tp.Met15Ilep.M15IO75531protein_codingtolerated(0.08)probably_damaging(0.999)TCGA-44-7669-01Lunglung adenocarcinomaMale<65I/IIChemotherapyalimtaPD
BANF1SNVMissense_Mutationc.124N>Ap.Ala42Thrp.A42TO75531protein_codingdeleterious(0.02)probably_damaging(1)TCGA-BR-6452-01Stomachstomach adenocarcinomaFemale>=65I/IIUnknownUnknownSD
BANF1SNVMissense_Mutationnovelc.32T>Cp.Val11Alap.V11AO75531protein_codingdeleterious(0.01)possibly_damaging(0.527)TCGA-HF-7134-01Stomachstomach adenocarcinomaMaleUnknownI/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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