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: LDLRAP1

Gene summary for LDLRAP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LDLRAP1

Gene ID

26119

Gene namelow density lipoprotein receptor adaptor protein 1
Gene AliasARH
Cytomap1p36.11
Gene Typeprotein-coding
GO ID

GO:0006066

UniProtAcc

B3KR97


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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
26119LDLRAP1HTA11_3410_2000001011HumanColorectumAD9.37e-051.29e-010.0155
26119LDLRAP1HTA11_2487_2000001011HumanColorectumSER1.44e-023.53e-01-0.1808
26119LDLRAP1HTA11_1938_2000001011HumanColorectumAD3.97e-075.85e-01-0.0811
26119LDLRAP1HTA11_347_2000001011HumanColorectumAD6.63e-133.44e-01-0.1954
26119LDLRAP1HTA11_83_2000001011HumanColorectumSER1.54e-054.22e-01-0.1526
26119LDLRAP1HTA11_696_2000001011HumanColorectumAD8.03e-094.47e-01-0.1464
26119LDLRAP1HTA11_866_2000001011HumanColorectumAD3.92e-021.77e-01-0.1001
26119LDLRAP1HTA11_1391_2000001011HumanColorectumAD1.92e-094.89e-01-0.059
26119LDLRAP1HTA11_546_2000001011HumanColorectumAD3.77e-043.49e-01-0.0842
26119LDLRAP1HTA11_866_3004761011HumanColorectumAD2.08e-041.41e-010.096
26119LDLRAP1HTA11_7663_2000001011HumanColorectumSER4.22e-023.90e-010.0131
26119LDLRAP1HTA11_7696_3000711011HumanColorectumAD1.23e-063.55e-010.0674
26119LDLRAP1HTA11_99999971662_82457HumanColorectumMSS7.81e-032.71e-010.3859
26119LDLRAP1LZE5THumanEsophagusESCC7.53e-043.89e-010.0514
26119LDLRAP1LZE7THumanEsophagusESCC1.40e-022.05e-010.0667
26119LDLRAP1LZE8THumanEsophagusESCC2.51e-041.41e-010.067
26119LDLRAP1LZE20THumanEsophagusESCC1.63e-071.60e-010.0662
26119LDLRAP1LZE22THumanEsophagusESCC4.58e-021.66e-010.068
26119LDLRAP1LZE24THumanEsophagusESCC7.88e-275.66e-010.0596
26119LDLRAP1P1T-EHumanEsophagusESCC2.18e-052.69e-010.0875
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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
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
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
∗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:0072659ColorectumADprotein localization to plasma membrane122/3918284/187232.86e-171.49e-14122
GO:1990778ColorectumADprotein localization to cell periphery129/3918333/187235.51e-141.15e-11129
GO:1905475ColorectumADregulation of protein localization to membrane73/3918175/187233.37e-102.93e-0873
GO:0051098ColorectumADregulation of binding126/3918363/187236.01e-104.88e-08126
GO:1903076ColorectumADregulation of protein localization to plasma membrane48/3918104/187237.17e-094.36e-0748
GO:1904375ColorectumADregulation of protein localization to cell periphery54/3918125/187231.52e-089.00e-0754
GO:0032388ColorectumADpositive regulation of intracellular transport74/3918202/187231.83e-077.80e-0674
GO:0032386ColorectumADregulation of intracellular transport109/3918337/187235.33e-071.95e-05109
GO:0043112ColorectumADreceptor metabolic process62/3918166/187238.18e-072.85e-0562
GO:0043393ColorectumADregulation of protein binding68/3918196/187235.17e-061.34e-0468
GO:0006066ColorectumADalcohol metabolic process106/3918353/187233.02e-055.57e-04106
GO:0006898ColorectumADreceptor-mediated endocytosis76/3918244/187231.07e-041.59e-0376
GO:0030100ColorectumADregulation of endocytosis67/3918211/187231.42e-042.01e-0367
GO:0045807ColorectumADpositive regulation of endocytosis35/3918100/187237.78e-047.78e-0335
GO:0062012ColorectumADregulation of small molecule metabolic process93/3918334/187231.46e-031.24e-0293
GO:0010876ColorectumADlipid localization120/3918448/187231.59e-031.33e-02120
GO:0006869ColorectumADlipid transport108/3918398/187231.67e-031.39e-02108
GO:0048260ColorectumADpositive regulation of receptor-mediated endocytosis20/391852/187232.87e-032.14e-0220
GO:0048259ColorectumADregulation of receptor-mediated endocytosis35/3918110/187234.85e-033.27e-0235
GO:0031623ColorectumADreceptor internalization35/3918113/187237.72e-034.66e-0235
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04144ColorectumADEndocytosis111/2092251/84655.95e-121.42e-109.08e-11111
hsa041441ColorectumADEndocytosis111/2092251/84655.95e-121.42e-109.08e-11111
hsa041442ColorectumSEREndocytosis81/1580251/84651.14e-072.36e-061.71e-0681
hsa041443ColorectumSEREndocytosis81/1580251/84651.14e-072.36e-061.71e-0681
hsa041444ColorectumMSSEndocytosis102/1875251/84651.85e-114.43e-102.71e-10102
hsa041445ColorectumMSSEndocytosis102/1875251/84651.85e-114.43e-102.71e-10102
hsa04144210EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
hsa0414437EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
hsa0414427Oral cavityOSCCEndocytosis174/3704251/84659.42e-174.51e-152.29e-15174
hsa04144112Oral cavityOSCCEndocytosis174/3704251/84659.42e-174.51e-152.29e-15174
hsa0414428Oral cavityLPEndocytosis121/2418251/84651.89e-113.70e-102.38e-10121
hsa0414436Oral cavityLPEndocytosis121/2418251/84651.89e-113.70e-102.38e-10121
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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
LDLRAP1SNVMissense_Mutationrs867337699c.200C>Tp.Ser67Leup.S67LQ5SW96protein_codingdeleterious(0)possibly_damaging(0.642)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LDLRAP1SNVMissense_Mutationnovelc.757G>Ap.Asp253Asnp.D253NQ5SW96protein_codingdeleterious(0)probably_damaging(0.992)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
LDLRAP1SNVMissense_Mutationnovelc.101N>Gp.Asn34Serp.N34SQ5SW96protein_codingtolerated(0.06)possibly_damaging(0.527)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
LDLRAP1SNVMissense_Mutationrs529005321c.397G>Ap.Ala133Thrp.A133TQ5SW96protein_codingdeleterious(0.05)benign(0.299)TCGA-CK-5913-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
LDLRAP1SNVMissense_Mutationc.775N>Cp.Phe259Leup.F259LQ5SW96protein_codingdeleterious(0)probably_damaging(0.998)TCGA-G4-6588-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
LDLRAP1SNVMissense_Mutationrs752849346c.167N>Tp.Thr56Metp.T56MQ5SW96protein_codingdeleterious(0.04)probably_damaging(0.999)TCGA-QG-A5Z2-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
LDLRAP1SNVMissense_Mutationnovelc.513T>Gp.Phe171Leup.F171LQ5SW96protein_codingtolerated(0.99)benign(0.001)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
LDLRAP1SNVMissense_Mutationnovelc.438C>Ap.Phe146Leup.F146LQ5SW96protein_codingdeleterious(0)possibly_damaging(0.895)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
LDLRAP1SNVMissense_Mutationnovelc.878N>Gp.Asp293Glyp.D293GQ5SW96protein_codingdeleterious_low_confidence(0.03)benign(0.171)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
LDLRAP1SNVMissense_Mutationnovelc.574N>Ap.Val192Ilep.V192IQ5SW96protein_codingtolerated(0.22)benign(0)TCGA-AJ-A3OK-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinCR
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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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