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
8815BANF1P47T-EHumanEsophagusESCC6.85e-511.36e+000.1067
8815BANF1P48T-EHumanEsophagusESCC1.10e-511.19e+000.0959
8815BANF1P49T-EHumanEsophagusESCC8.47e-263.90e+000.1768
8815BANF1P52T-EHumanEsophagusESCC2.38e-912.76e+000.1555
8815BANF1P54T-EHumanEsophagusESCC6.22e-561.68e+000.0975
8815BANF1P56T-EHumanEsophagusESCC2.01e-173.00e+000.1613
8815BANF1P57T-EHumanEsophagusESCC1.84e-521.46e+000.0926
8815BANF1P61T-EHumanEsophagusESCC1.27e-351.66e+000.099
8815BANF1P62T-EHumanEsophagusESCC5.55e-1092.35e+000.1302
8815BANF1P65T-EHumanEsophagusESCC1.05e-761.94e+000.0978
8815BANF1P74T-EHumanEsophagusESCC3.62e-723.23e+000.1479
8815BANF1P75T-EHumanEsophagusESCC1.69e-1162.96e+000.1125
8815BANF1P76T-EHumanEsophagusESCC2.08e-992.58e+000.1207
8815BANF1P79T-EHumanEsophagusESCC3.93e-852.20e+000.1154
8815BANF1P80T-EHumanEsophagusESCC3.39e-642.61e+000.155
8815BANF1P82T-EHumanEsophagusESCC2.01e-322.42e+000.1072
8815BANF1P83T-EHumanEsophagusESCC6.91e-753.07e+000.1738
8815BANF1P84T-EHumanEsophagusESCC8.04e-161.62e+000.0933
8815BANF1P89T-EHumanEsophagusESCC3.82e-353.72e+000.1752
8815BANF1P91T-EHumanEsophagusESCC1.16e-264.19e+000.1828
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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:001603210CervixCCviral process109/2311415/187235.40e-156.46e-12109
GO:001905810CervixCCviral life cycle87/2311317/187232.20e-131.20e-1087
GO:001907910CervixCCviral genome replication35/2311131/187236.11e-061.49e-0435
GO:00096158CervixCCresponse to virus73/2311367/187232.22e-053.95e-0473
GO:005079210CervixCCregulation of viral process38/2311164/187238.12e-051.10e-0338
GO:190390010CervixCCregulation of viral life cycle33/2311148/187234.86e-044.76e-0333
GO:00485256CervixCCnegative regulation of viral process23/231192/187236.39e-045.97e-0323
GO:00450698CervixCCregulation of viral genome replication21/231185/187231.27e-031.01e-0221
GO:00450714CervixCCnegative regulation of viral genome replication15/231156/187232.60e-031.80e-0215
GO:0016032ColorectumADviral process168/3918415/187234.67e-203.66e-17168
GO:0019058ColorectumADviral life cycle119/3918317/187236.18e-128.23e-10119
GO:0019079ColorectumADviral genome replication51/3918131/187231.83e-065.51e-0551
GO:0050792ColorectumADregulation of viral process59/3918164/187235.95e-061.52e-0459
GO:1903900ColorectumADregulation of viral life cycle51/3918148/187239.01e-051.38e-0351
GO:0045069ColorectumADregulation of viral genome replication32/391885/187232.97e-043.60e-0332
GO:00160321ColorectumSERviral process118/2897415/187238.36e-121.65e-09118
GO:00190581ColorectumSERviral life cycle87/2897317/187232.82e-081.94e-0687
GO:00190791ColorectumSERviral genome replication37/2897131/187231.36e-042.72e-0337
GO:00507921ColorectumSERregulation of viral process43/2897164/187232.57e-044.31e-0343
GO:19039001ColorectumSERregulation of viral life cycle38/2897148/187238.76e-041.06e-0238
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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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