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: LRPAP1

Gene summary for LRPAP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LRPAP1

Gene ID

4043

Gene nameLDL receptor related protein associated protein 1
Gene AliasA2MRAP
Cytomap4p16.3
Gene Typeprotein-coding
GO ID

GO:0002090

UniProtAcc

P30533


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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
4043LRPAP1HTA11_3410_2000001011HumanColorectumAD4.19e-102.34e-010.0155
4043LRPAP1HTA11_2487_2000001011HumanColorectumSER7.26e-063.48e-01-0.1808
4043LRPAP1HTA11_1938_2000001011HumanColorectumAD6.53e-155.47e-01-0.0811
4043LRPAP1HTA11_78_2000001011HumanColorectumAD6.67e-073.15e-01-0.1088
4043LRPAP1HTA11_347_2000001011HumanColorectumAD7.97e-296.45e-01-0.1954
4043LRPAP1HTA11_411_2000001011HumanColorectumSER3.67e-097.50e-01-0.2602
4043LRPAP1HTA11_3361_2000001011HumanColorectumAD4.52e-104.87e-01-0.1207
4043LRPAP1HTA11_83_2000001011HumanColorectumSER5.84e-053.77e-01-0.1526
4043LRPAP1HTA11_696_2000001011HumanColorectumAD1.22e-255.73e-01-0.1464
4043LRPAP1HTA11_866_2000001011HumanColorectumAD6.11e-062.82e-01-0.1001
4043LRPAP1HTA11_1391_2000001011HumanColorectumAD2.59e-165.67e-01-0.059
4043LRPAP1HTA11_2992_2000001011HumanColorectumSER1.13e-035.65e-01-0.1706
4043LRPAP1HTA11_5212_2000001011HumanColorectumAD7.71e-115.59e-01-0.2061
4043LRPAP1HTA11_5216_2000001011HumanColorectumSER1.60e-023.89e-01-0.1462
4043LRPAP1HTA11_7862_2000001011HumanColorectumAD5.51e-054.05e-01-0.0179
4043LRPAP1HTA11_866_3004761011HumanColorectumAD9.60e-195.12e-010.096
4043LRPAP1HTA11_8622_2000001021HumanColorectumSER5.00e-033.26e-010.0528
4043LRPAP1HTA11_7663_2000001011HumanColorectumSER4.00e-053.30e-010.0131
4043LRPAP1HTA11_6801_2000001011HumanColorectumSER5.65e-033.93e-010.0171
4043LRPAP1HTA11_10711_2000001011HumanColorectumAD6.13e-083.02e-010.0338
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:0051098ColorectumADregulation of binding126/3918363/187236.01e-104.88e-08126
GO:0043112ColorectumADreceptor metabolic process62/3918166/187238.18e-072.85e-0562
GO:0043393ColorectumADregulation of protein binding68/3918196/187235.17e-061.34e-0468
GO:0006898ColorectumADreceptor-mediated endocytosis76/3918244/187231.07e-041.59e-0376
GO:0030100ColorectumADregulation of endocytosis67/3918211/187231.42e-042.01e-0367
GO:0051100ColorectumADnegative regulation of binding50/3918162/187231.84e-031.51e-0250
GO:0048259ColorectumADregulation of receptor-mediated endocytosis35/3918110/187234.85e-033.27e-0235
GO:0045056ColorectumADtranscytosis10/391821/187235.71e-033.64e-0210
GO:0031623ColorectumADreceptor internalization35/3918113/187237.72e-034.66e-0235
GO:0032091ColorectumADnegative regulation of protein binding30/391894/187238.26e-034.85e-0230
GO:00510981ColorectumSERregulation of binding97/2897363/187231.98e-081.43e-0697
GO:00433931ColorectumSERregulation of protein binding54/2897196/187231.00e-053.31e-0454
GO:0051051ColorectumSERnegative regulation of transport98/2897470/187231.01e-031.19e-0298
GO:00511001ColorectumSERnegative regulation of binding40/2897162/187231.46e-031.59e-0240
GO:00320911ColorectumSERnegative regulation of protein binding26/289794/187231.76e-031.81e-0226
GO:00450561ColorectumSERtranscytosis9/289721/187232.50e-032.33e-029
GO:00301001ColorectumSERregulation of endocytosis48/2897211/187233.29e-032.82e-0248
GO:00510982ColorectumMSSregulation of binding113/3467363/187233.55e-092.41e-07113
GO:00431121ColorectumMSSreceptor metabolic process57/3467166/187238.47e-072.97e-0557
GO:00433932ColorectumMSSregulation of protein binding62/3467196/187236.44e-061.69e-0462
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa049792LiverCirrhoticCholesterol metabolism30/253051/84651.59e-051.39e-048.60e-0530
hsa049793LiverCirrhoticCholesterol metabolism30/253051/84651.59e-051.39e-048.60e-0530
hsa049794LiverHCCCholesterol metabolism41/402051/84651.33e-061.35e-057.49e-0641
hsa049795LiverHCCCholesterol metabolism41/402051/84651.33e-061.35e-057.49e-0641
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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
LRPAP1SNVMissense_Mutationc.1037N>Gp.Ser346Cysp.S346CP30533protein_codingdeleterious(0)possibly_damaging(0.789)TCGA-A8-A097-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
LRPAP1SNVMissense_Mutationrs746310452c.307G>Ap.Glu103Lysp.E103KP30533protein_codingtolerated(0.34)benign(0.011)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LRPAP1SNVMissense_Mutationrs374011051c.601N>Ap.Glu201Lysp.E201KP30533protein_codingtolerated(1)benign(0.005)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
LRPAP1SNVMissense_Mutationrs770127302c.232G>Ap.Glu78Lysp.E78KP30533protein_codingdeleterious(0.04)benign(0.017)TCGA-E2-A2P6-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
LRPAP1SNVMissense_Mutationrs368226243c.757N>Ap.Glu253Lysp.E253KP30533protein_codingtolerated(0.62)benign(0.02)TCGA-Z7-A8R6-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolCR
LRPAP1SNVMissense_Mutationc.388N>Tp.Ala130Serp.A130SP30533protein_codingtolerated(0.54)benign(0.022)TCGA-AA-3846-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
LRPAP1SNVMissense_Mutationc.389N>Tp.Ala130Valp.A130VP30533protein_codingtolerated(0.14)benign(0.007)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
LRPAP1SNVMissense_Mutationnovelc.455N>Tp.Glu152Valp.E152VP30533protein_codingdeleterious(0.01)possibly_damaging(0.872)TCGA-AA-3952-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownPD
LRPAP1SNVMissense_Mutationrs755497927c.799N>Ap.Ala267Thrp.A267TP30533protein_codingdeleterious(0.03)possibly_damaging(0.751)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
LRPAP1SNVMissense_Mutationnovelc.986G>Ap.Gly329Glup.G329EP30533protein_codingtolerated(1)benign(0)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
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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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