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: LAMP2

Gene summary for LAMP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LAMP2

Gene ID

3920

Gene namelysosomal associated membrane protein 2
Gene AliasCD107b
CytomapXq24
Gene Typeprotein-coding
GO ID

GO:0006605

UniProtAcc

P13473


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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
3920LAMP2CA_HPV_3HumanCervixCC2.94e-041.14e-010.0414
3920LAMP2CCII_1HumanCervixCC4.13e-06-4.29e-010.3249
3920LAMP2TumorHumanCervixCC2.87e-144.58e-010.1241
3920LAMP2sample3HumanCervixCC4.57e-195.72e-010.1387
3920LAMP2T3HumanCervixCC3.91e-235.81e-010.1389
3920LAMP2AEH-subject2HumanEndometriumAEH1.52e-08-3.20e-01-0.2525
3920LAMP2AEH-subject3HumanEndometriumAEH4.23e-03-1.73e-01-0.2576
3920LAMP2EEC-subject2HumanEndometriumEEC1.89e-09-2.61e-01-0.2607
3920LAMP2EEC-subject3HumanEndometriumEEC8.04e-23-2.77e-01-0.2525
3920LAMP2EEC-subject4HumanEndometriumEEC3.30e-041.54e-02-0.2571
3920LAMP2GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC1.09e-24-7.35e-02-0.1869
3920LAMP2GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC6.43e-28-1.39e-01-0.1875
3920LAMP2GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC1.63e-294.86e-02-0.1883
3920LAMP2GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC4.19e-194.57e-02-0.1934
3920LAMP2GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC2.24e-44-2.90e-01-0.1917
3920LAMP2GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC4.35e-33-4.05e-01-0.1916
3920LAMP2LZE4THumanEsophagusESCC5.43e-064.05e-010.0811
3920LAMP2LZE5THumanEsophagusESCC2.53e-033.40e-010.0514
3920LAMP2LZE7THumanEsophagusESCC3.14e-032.91e-010.0667
3920LAMP2LZE8THumanEsophagusESCC9.25e-11-1.74e-010.067
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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
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:00725949CervixCCestablishment of protein localization to organelle99/2311422/187231.23e-102.11e-0899
GO:007149610CervixCCcellular response to external stimulus78/2311320/187231.82e-091.98e-0778
GO:00316689CervixCCcellular response to extracellular stimulus59/2311246/187233.03e-071.24e-0559
GO:000660510CervixCCprotein targeting68/2311314/187232.17e-066.55e-0568
GO:003166710CervixCCresponse to nutrient levels92/2311474/187235.80e-061.42e-0492
GO:00170388CervixCCprotein import48/2311206/187238.62e-061.98e-0448
GO:00092678CervixCCcellular response to starvation39/2311156/187231.04e-052.32e-0439
GO:003164710CervixCCregulation of protein stability63/2311298/187231.14e-052.45e-0463
GO:00425948CervixCCresponse to starvation46/2311197/187231.24e-052.59e-0446
GO:00316698CervixCCcellular response to nutrient levels49/2311215/187231.32e-052.68e-0449
GO:005082110CervixCCprotein stabilization43/2311191/187235.90e-058.54e-0443
GO:002241110CervixCCcellular component disassembly83/2311443/187236.04e-058.68e-0483
GO:00726655CervixCCprotein localization to vacuole20/231167/187231.12e-041.40e-0320
GO:00162367CervixCCmacroautophagy58/2311291/187231.40e-041.70e-0358
GO:00616847CervixCCchaperone-mediated autophagy8/231116/187232.73e-042.99e-038
GO:00070347CervixCCvacuolar transport34/2311157/187237.03e-046.40e-0334
GO:00066235CervixCCprotein targeting to vacuole12/231137/187231.15e-039.39e-0312
GO:00726665CervixCCestablishment of protein localization to vacuole14/231149/187231.84e-031.37e-0214
GO:00614623CervixCCprotein localization to lysosome13/231146/187232.95e-031.94e-0213
GO:00066223CervixCCprotein targeting to lysosome8/231123/187234.70e-032.82e-028
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0414520CervixCCPhagosome47/1267152/84653.95e-074.26e-062.52e-0647
hsa05152CervixCCTuberculosis42/1267180/84651.78e-037.21e-034.26e-0342
hsa04145110CervixCCPhagosome47/1267152/84653.95e-074.26e-062.52e-0647
hsa051521CervixCCTuberculosis42/1267180/84651.78e-037.21e-034.26e-0342
hsa0414524EndometriumAEHPhagosome41/1197152/84652.12e-052.22e-041.63e-0441
hsa04145111EndometriumAEHPhagosome41/1197152/84652.12e-052.22e-041.63e-0441
hsa0414525EndometriumEECPhagosome42/1237152/84652.01e-052.28e-041.70e-0442
hsa0414534EndometriumEECPhagosome42/1237152/84652.01e-052.28e-041.70e-0442
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
hsa0414010EsophagusESCCAutophagy - animal101/4205141/84657.60e-086.21e-073.18e-07101
hsa0414530EsophagusESCCPhagosome100/4205152/84653.81e-051.72e-048.82e-05100
hsa051527EsophagusESCCTuberculosis111/4205180/84657.14e-042.32e-031.19e-03111
hsa0414232EsophagusESCCLysosome102/4205132/84655.11e-117.13e-103.65e-10102
hsa0414015EsophagusESCCAutophagy - animal101/4205141/84657.60e-086.21e-073.18e-07101
hsa04145114EsophagusESCCPhagosome100/4205152/84653.81e-051.72e-048.82e-05100
hsa0515212EsophagusESCCTuberculosis111/4205180/84657.14e-042.32e-031.19e-03111
hsa041424LiverCirrhoticLysosome68/2530132/84651.34e-071.97e-061.21e-0668
hsa0414514LiverCirrhoticPhagosome73/2530152/84651.61e-061.78e-051.10e-0573
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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
LAMP2SNVMissense_Mutationc.325N>Cp.Tyr109Hisp.Y109HP13473protein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LAMP2SNVMissense_Mutationc.80N>Gp.Tyr27Cysp.Y27CP13473protein_codingtolerated(0.1)benign(0.015)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LAMP2SNVMissense_Mutationc.320C>Tp.Ser107Phep.S107FP13473protein_codingdeleterious(0.01)possibly_damaging(0.789)TCGA-EW-A1J5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
LAMP2insertionNonsense_Mutationnovelc.463_464insAGTCTGTCTCCTAGCTTTTACTCCCCATTGCCTTTGCTCTp.Ser155LysfsTer5p.S155Kfs*5P13473protein_codingTCGA-AO-A0JB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
LAMP2SNVMissense_Mutationnovelc.1211N>Tp.Ser404Ilep.S404IP13473protein_codingdeleterious(0.01)possibly_damaging(0.676)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LAMP2SNVMissense_Mutationc.376N>Cp.Phe126Leup.F126LP13473protein_codingdeleterious(0)probably_damaging(1)TCGA-A6-5667-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinSD
LAMP2SNVMissense_Mutationc.40N>Ap.Leu14Ilep.L14IP13473protein_codingtolerated(0.07)benign(0.265)TCGA-AY-6196-01Colorectumcolon adenocarcinomaMale<65III/IVUnknownUnknownSD
LAMP2SNVMissense_Mutationc.35C>Tp.Ser12Leup.S12LP13473protein_codingtolerated(0.19)benign(0.006)TCGA-AZ-6599-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
LAMP2SNVMissense_Mutationnovelc.1081A>Cp.Lys361Glnp.K361QP13473protein_codingtolerated(0.13)benign(0.196)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
LAMP2SNVMissense_Mutationc.269T>Cp.Val90Alap.V90AP13473protein_codingdeleterious(0.02)benign(0.118)TCGA-G4-6302-01Colorectumcolon adenocarcinomaFemale>=65I/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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