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: LAPTM4B

Gene summary for LAPTM4B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LAPTM4B

Gene ID

55353

Gene namelysosomal protein transmembrane 4 beta
Gene AliasLAPTM4beta
Cytomap8q22.1
Gene Typeprotein-coding
GO ID

GO:0001816

UniProtAcc

Q86VI4


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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
55353LAPTM4BGSM4909281HumanBreastIDC6.87e-731.03e+000.21
55353LAPTM4BGSM4909282HumanBreastIDC3.38e-184.73e-01-0.0288
55353LAPTM4BGSM4909285HumanBreastIDC1.16e-123.92e-010.21
55353LAPTM4BGSM4909286HumanBreastIDC3.24e-356.72e-010.1081
55353LAPTM4BGSM4909287HumanBreastIDC8.54e-105.14e-010.2057
55353LAPTM4BGSM4909290HumanBreastIDC6.99e-329.14e-010.2096
55353LAPTM4BGSM4909291HumanBreastIDC2.33e-146.65e-010.1753
55353LAPTM4BGSM4909293HumanBreastIDC1.98e-346.84e-010.1581
55353LAPTM4BGSM4909296HumanBreastIDC2.24e-08-1.56e-010.1524
55353LAPTM4BGSM4909297HumanBreastIDC7.43e-083.15e-020.1517
55353LAPTM4BGSM4909301HumanBreastIDC1.03e-03-8.69e-020.1577
55353LAPTM4BGSM4909304HumanBreastIDC5.55e-032.18e-010.1636
55353LAPTM4BGSM4909311HumanBreastIDC2.70e-179.30e-030.1534
55353LAPTM4BGSM4909312HumanBreastIDC1.25e-098.07e-020.1552
55353LAPTM4BGSM4909319HumanBreastIDC7.60e-319.91e-020.1563
55353LAPTM4BGSM4909321HumanBreastIDC9.93e-12-1.18e-010.1559
55353LAPTM4Bbrca1HumanBreastPrecancer2.82e-052.55e-01-0.0338
55353LAPTM4Bbrca2HumanBreastPrecancer3.67e-041.98e-01-0.024
55353LAPTM4BM2HumanBreastIDC3.65e-021.94e-010.21
55353LAPTM4BNCCBC14HumanBreastDCIS4.62e-11-1.96e-010.2021
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
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:00716045Oral cavityOSCCtransforming growth factor beta production26/730543/187233.55e-031.49e-0226
GO:00716346Oral cavityOSCCregulation of transforming growth factor beta production25/730541/187233.60e-031.51e-0225
GO:0032908Oral cavityOSCCregulation of transforming growth factor beta1 production9/730512/187231.27e-024.24e-029
GO:00716355Oral cavityOSCCnegative regulation of transforming growth factor beta production9/730512/187231.27e-024.24e-029
GO:0042176110Oral cavityLPregulation of protein catabolic process177/4623391/187233.00e-195.87e-17177
GO:1903362110Oral cavityLPregulation of cellular protein catabolic process119/4623255/187231.52e-141.76e-12119
GO:001605013Oral cavityLPvesicle organization128/4623300/187234.96e-123.98e-10128
GO:0009895110Oral cavityLPnegative regulation of catabolic process128/4623320/187238.36e-103.91e-08128
GO:001619714Oral cavityLPendosomal transport98/4623230/187231.65e-097.50e-0898
GO:0031330110Oral cavityLPnegative regulation of cellular catabolic process107/4623262/187235.25e-092.16e-07107
GO:003250914Oral cavityLPendosome transport via multivesicular body sorting pathway23/462331/187239.45e-093.63e-0723
GO:000703313Oral cavityLPvacuole organization79/4623180/187231.26e-084.74e-0779
GO:007198513Oral cavityLPmultivesicular body sorting pathway24/462337/187232.74e-078.17e-0624
GO:000703213Oral cavityLPendosome organization41/462382/187236.46e-071.73e-0541
GO:0042177110Oral cavityLPnegative regulation of protein catabolic process54/4623121/187231.28e-063.13e-0554
GO:000703911Oral cavityLPprotein catabolic process in the vacuole13/462319/187237.20e-059.49e-0413
GO:009055916Oral cavityLPregulation of membrane permeability35/462378/187237.85e-051.02e-0335
GO:19051461Oral cavityLPlysosomal protein catabolic process11/462315/187231.01e-041.24e-0311
GO:004408811Oral cavityLPregulation of vacuole organization23/462345/187231.19e-041.40e-0323
GO:000704011Oral cavityLPlysosome organization33/462374/187231.44e-041.65e-0333
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa041426EsophagusHGINLysosome33/1383132/84656.65e-034.37e-023.47e-0233
hsa0414213EsophagusHGINLysosome33/1383132/84656.65e-034.37e-023.47e-0233
hsa0414222EsophagusESCCLysosome102/4205132/84655.11e-117.13e-103.65e-10102
hsa0414232EsophagusESCCLysosome102/4205132/84655.11e-117.13e-103.65e-10102
hsa041424LiverCirrhoticLysosome68/2530132/84651.34e-071.97e-061.21e-0668
hsa0414211LiverCirrhoticLysosome68/2530132/84651.34e-071.97e-061.21e-0668
hsa041422LiverHCCLysosome100/4020132/84652.32e-114.31e-102.40e-10100
hsa041423LiverHCCLysosome100/4020132/84652.32e-114.31e-102.40e-10100
hsa041425Oral cavityOSCCLysosome87/3704132/84651.97e-071.35e-066.86e-0787
hsa0414212Oral cavityOSCCLysosome87/3704132/84651.97e-071.35e-066.86e-0787
hsa0414221Oral cavityLPLysosome67/2418132/84655.13e-087.77e-075.01e-0767
hsa0414231Oral cavityLPLysosome67/2418132/84655.13e-087.77e-075.01e-0767
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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
LAPTM4BSNVMissense_Mutationc.671T>Ap.Ile224Lysp.I224KQ86VI4protein_codingdeleterious(0)probably_damaging(0.917)TCGA-A2-A0T1-01Breastbreast invasive carcinomaFemale<65III/IVTargeted Molecular therapyherceptinSD
LAPTM4BSNVMissense_Mutationc.482N>Tp.Ala161Valp.A161VQ86VI4protein_codingtolerated(0.06)probably_damaging(0.975)TCGA-BH-A0BZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinCR
LAPTM4BSNVMissense_Mutationnovelc.563N>Ap.Arg188Hisp.R188HQ86VI4protein_codingtolerated(0.77)benign(0.007)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
LAPTM4BSNVMissense_Mutationc.511N>Gp.Leu171Valp.L171VQ86VI4protein_codingtolerated(0.31)benign(0.038)TCGA-BM-6198-01Colorectumrectum adenocarcinomaMale>=65III/IVChemotherapyxelodaSD
LAPTM4BSNVMissense_Mutationrs147058372c.815N>Ap.Arg272Glnp.R272QQ86VI4protein_codingdeleterious(0.02)probably_damaging(0.999)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
LAPTM4BSNVMissense_Mutationnovelc.585C>Ap.Phe195Leup.F195LQ86VI4protein_codingdeleterious(0)probably_damaging(0.995)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
LAPTM4BSNVMissense_Mutationnovelc.794N>Ap.Ser265Asnp.S265NQ86VI4protein_codingtolerated(0.51)possibly_damaging(0.828)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
LAPTM4BSNVMissense_Mutationc.811N>Cp.Tyr271Hisp.Y271HQ86VI4protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AP-A054-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinPD
LAPTM4BSNVMissense_Mutationrs201585055c.674N>Ap.Arg225Glnp.R225QQ86VI4protein_codingtolerated(0.34)benign(0.277)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
LAPTM4BSNVMissense_Mutationnovelc.461N>Gp.Asp154Glyp.D154GQ86VI4protein_codingdeleterious(0)possibly_damaging(0.676)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
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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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