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: BPIFB1

Gene summary for BPIFB1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BPIFB1

Gene ID

92747

Gene nameBPI fold containing family B member 1
Gene AliasC20orf114
Cytomap20q11.21
Gene Typeprotein-coding
GO ID

GO:0002221

UniProtAcc

Q8TDL5


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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
92747BPIFB1CA_HPV_1HumanCervixCC4.88e-24-6.78e-010.0264
92747BPIFB1CA_HPV_2HumanCervixCC1.95e-18-6.39e-010.0391
92747BPIFB1CA_HPV_3HumanCervixCC1.18e-12-6.32e-010.0414
92747BPIFB1HSIL_HPV_1HumanCervixHSIL_HPV6.32e-11-6.07e-010.0116
92747BPIFB1HSIL_HPV_2HumanCervixHSIL_HPV3.58e-12-5.85e-010.0208
92747BPIFB1N_HPV_1HumanCervixN_HPV5.37e-05-5.17e-010.0079
92747BPIFB1N_HPV_2HumanCervixN_HPV4.90e-05-5.04e-01-0.0131
92747BPIFB1CCI_1HumanCervixCC6.18e-06-6.78e-010.528
92747BPIFB1CCI_2HumanCervixCC2.44e-05-6.78e-010.5249
92747BPIFB1CCI_3HumanCervixCC2.45e-08-6.78e-010.516
92747BPIFB1CCII_1HumanCervixCC5.08e-12-6.78e-010.3249
92747BPIFB1TumorHumanCervixCC4.88e-24-6.78e-010.1241
92747BPIFB1sample1HumanCervixCC1.89e-07-6.37e-010.0959
92747BPIFB1sample3HumanCervixCC2.75e-23-6.78e-010.1387
92747BPIFB1H2HumanCervixHSIL_HPV1.84e-308.72e-010.0632
92747BPIFB1L1HumanCervixCC2.67e-13-6.78e-010.0802
92747BPIFB1T1HumanCervixCC1.16e-22-6.78e-010.0918
92747BPIFB1T2HumanCervixCC2.01e-068.48e-010.0709
92747BPIFB1T3HumanCervixCC2.05e-24-6.78e-010.1389
92747BPIFB1C09HumanOral cavityOSCC5.71e-301.66e+000.1431
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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
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
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
∗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:00027644CervixCCimmune response-regulating signaling pathway97/2311468/187231.49e-077.07e-0697
GO:00022212CervixCCpattern recognition receptor signaling pathway39/2311172/187231.08e-041.38e-0339
GO:00622073CervixCCregulation of pattern recognition receptor signaling pathway27/2311105/187231.37e-041.68e-0327
GO:00341432CervixCCregulation of toll-like receptor 4 signaling pathway9/231127/187233.82e-032.41e-029
GO:00341423CervixCCtoll-like receptor 4 signaling pathway12/231143/187234.71e-032.83e-0212
GO:0034121CervixCCregulation of toll-like receptor signaling pathway17/231175/187238.87e-034.53e-0217
GO:000276411CervixHSIL_HPVimmune response-regulating signaling pathway46/737468/187231.17e-081.30e-0646
GO:006220711CervixHSIL_HPVregulation of pattern recognition receptor signaling pathway11/737105/187232.82e-032.67e-0211
GO:003414211CervixHSIL_HPVtoll-like receptor 4 signaling pathway6/73743/187236.42e-034.97e-026
GO:000276421CervixN_HPVimmune response-regulating signaling pathway36/534468/187237.52e-087.81e-0636
GO:003414221CervixN_HPVtoll-like receptor 4 signaling pathway6/53443/187231.30e-031.42e-026
GO:00022241CervixN_HPVtoll-like receptor signaling pathway10/534121/187232.45e-032.21e-0210
GO:000222111CervixN_HPVpattern recognition receptor signaling pathway12/534172/187233.92e-033.08e-0212
GO:0002385CervixN_HPVmucosal immune response5/53438/187234.27e-033.26e-025
GO:0034144CervixN_HPVnegative regulation of toll-like receptor 4 signaling pathway3/53413/187235.33e-033.84e-023
GO:0002251CervixN_HPVorgan or tissue specific immune response5/53441/187235.95e-034.16e-025
GO:0002227CervixN_HPVinnate immune response in mucosa4/53427/187236.82e-034.53e-024
GO:00341431CervixN_HPVregulation of toll-like receptor 4 signaling pathway4/53427/187236.82e-034.53e-024
GO:00022214Oral cavityOSCCpattern recognition receptor signaling pathway95/7305172/187231.11e-051.15e-0495
GO:00622076Oral cavityOSCCregulation of pattern recognition receptor signaling pathway56/7305105/187231.99e-039.23e-0356
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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
BPIFB1SNVMissense_Mutationc.129N>Tp.Glu43Aspp.E43DQ8TDL5protein_codingtolerated(0.13)possibly_damaging(0.516)TCGA-A8-A08L-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
BPIFB1SNVMissense_Mutationc.629N>Cp.Gly210Alap.G210AQ8TDL5protein_codingdeleterious(0.03)benign(0.014)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BPIFB1SNVMissense_Mutationc.1402C>Tp.Leu468Phep.L468FQ8TDL5protein_codingdeleterious(0.03)possibly_damaging(0.753)TCGA-AN-A0FW-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
BPIFB1SNVMissense_Mutationc.988N>Ap.Asp330Asnp.D330NQ8TDL5protein_codingtolerated(0.82)benign(0.003)TCGA-BH-A208-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
BPIFB1SNVMissense_Mutationrs376198152c.401C>Tp.Thr134Metp.T134MQ8TDL5protein_codingdeleterious(0.05)benign(0.286)TCGA-C8-A12U-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
BPIFB1insertionFrame_Shift_Insnovelc.94_95insTGAGGCAGGAGAATGGTGTGAACTCAGGAGGTGGAp.Gly32ValfsTer21p.G32Vfs*21Q8TDL5protein_codingTCGA-AN-A0FD-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BPIFB1SNVMissense_Mutationnovelc.322N>Ap.Leu108Metp.L108MQ8TDL5protein_codingtolerated(0.09)possibly_damaging(0.871)TCGA-C5-A8XH-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
BPIFB1SNVMissense_Mutationnovelc.172N>Gp.Leu58Valp.L58VQ8TDL5protein_codingdeleterious(0)probably_damaging(0.998)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
BPIFB1SNVMissense_Mutationc.4N>Ap.Ala2Thrp.A2TQ8TDL5protein_codingdeleterious(0.04)benign(0.023)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
BPIFB1SNVMissense_Mutationrs758437993c.812N>Ap.Thr271Lysp.T271KQ8TDL5protein_codingtolerated(0.08)benign(0.025)TCGA-A6-5667-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinSD
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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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