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: LSR

Gene summary for LSR

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LSR

Gene ID

51599

Gene namelipolysis stimulated lipoprotein receptor
Gene AliasILDR3
Cytomap19q13.12
Gene Typeprotein-coding
GO ID

GO:0001889

UniProtAcc

Q86X29


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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
51599LSRGSM4909281HumanBreastIDC5.53e-195.72e-010.21
51599LSRGSM4909282HumanBreastIDC5.58e-338.20e-01-0.0288
51599LSRGSM4909285HumanBreastIDC2.29e-295.94e-010.21
51599LSRGSM4909293HumanBreastIDC1.17e-041.65e-010.1581
51599LSRGSM4909295HumanBreastIDC2.73e-034.45e-010.0898
51599LSRGSM4909296HumanBreastIDC9.67e-033.66e-020.1524
51599LSRGSM4909297HumanBreastIDC2.07e-021.76e-020.1517
51599LSRGSM4909311HumanBreastIDC2.74e-16-1.31e-010.1534
51599LSRGSM4909312HumanBreastIDC2.08e-034.30e-020.1552
51599LSRGSM4909317HumanBreastIDC3.29e-043.63e-010.1355
51599LSRGSM4909319HumanBreastIDC3.87e-18-1.25e-010.1563
51599LSRGSM4909321HumanBreastIDC3.75e-05-2.99e-030.1559
51599LSRbrca1HumanBreastPrecancer4.26e-104.31e-01-0.0338
51599LSRbrca2HumanBreastPrecancer2.72e-073.63e-01-0.024
51599LSRbrca3HumanBreastPrecancer3.20e-154.25e-01-0.0263
51599LSRNCCBC2HumanBreastDCIS3.41e-03-8.36e-030.1554
51599LSRNCCBC5HumanBreastDCIS1.90e-103.96e-010.2046
51599LSRP1HumanBreastIDC1.90e-05-1.31e-010.1527
51599LSRP2HumanBreastIDC4.93e-029.44e-020.21
51599LSRDCIS2HumanBreastDCIS1.63e-512.45e-010.0085
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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
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
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
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:00070437LiverCirrhoticcell-cell junction assembly50/4634146/187236.23e-033.09e-0250
GO:000188922LiverHCCliver development108/7958147/187232.16e-141.41e-12108
GO:006100822LiverHCChepaticobiliary system development109/7958150/187235.72e-143.42e-12109
GO:004873222LiverHCCgland development242/7958436/187232.26e-085.28e-07242
GO:015010511LiverHCCprotein localization to cell-cell junction17/795821/187233.71e-042.56e-0317
GO:004521622LiverHCCcell-cell junction organization107/7958200/187231.06e-036.11e-03107
GO:005087822LiverHCCregulation of body fluid levels191/7958379/187231.06e-036.11e-03191
GO:01201935LiverHCCtight junction organization45/795880/187239.02e-033.48e-0245
GO:01201925LiverHCCtight junction assembly42/795874/187239.32e-033.57e-0242
GO:000704312LiverHCCcell-cell junction assembly76/7958146/187231.23e-024.47e-0276
GO:00160556LungIACWnt signaling pathway95/2061444/187231.13e-102.80e-0895
GO:01987386LungIACcell-cell signaling by wnt95/2061446/187231.46e-103.48e-0895
GO:00329708LungIACregulation of actin filament-based process77/2061397/187234.85e-073.10e-0577
GO:00329568LungIACregulation of actin cytoskeleton organization70/2061358/187231.17e-066.20e-0570
GO:00072655LungIACRas protein signal transduction65/2061337/187234.48e-061.81e-0465
GO:00605624LungIACepithelial tube morphogenesis63/2061325/187235.28e-062.07e-0463
GO:00072665LungIACRho protein signal transduction32/2061137/187232.75e-057.26e-0432
GO:00017634LungIACmorphogenesis of a branching structure39/2061196/187231.75e-043.10e-0339
GO:00018416LungIACneural tube formation24/2061102/187232.35e-044.04e-0324
GO:00140205LungIACprimary neural tube formation22/206194/187234.55e-046.70e-0322
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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
LSRSNVMissense_Mutationrs748784670c.686N>Gp.Asn229Serp.N229SQ86X29protein_codingdeleterious(0.01)possibly_damaging(0.833)TCGA-A1-A0SK-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
LSRSNVMissense_Mutationc.1340N>Tp.Ser447Phep.S447FQ86X29protein_codingtolerated(0.73)benign(0.006)TCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LSRSNVMissense_Mutationc.1636N>Gp.Ser546Alap.S546AQ86X29protein_codingtolerated(0.15)benign(0.005)TCGA-AN-A0FL-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
LSRSNVMissense_Mutationc.1393N>Gp.Pro465Alap.P465AQ86X29protein_codingtolerated(0.28)benign(0.027)TCGA-AR-A256-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinPD
LSRSNVMissense_Mutationc.1631N>Gp.Pro544Argp.P544RQ86X29protein_codingtolerated(0.07)benign(0.221)TCGA-D8-A147-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicineSD
LSRSNVMissense_Mutationc.424N>Tp.Pro142Serp.P142SQ86X29protein_codingtolerated(0.09)benign(0.082)TCGA-E2-A1LB-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
LSRSNVMissense_Mutationrs775741599c.712G>Ap.Val238Ilep.V238IQ86X29protein_codingdeleterious(0)probably_damaging(0.937)TCGA-E2-A574-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
LSRdeletionFrame_Shift_Delnovelc.629delNp.Asp212ThrfsTer46p.D212Tfs*46Q86X29protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
LSRSNVMissense_Mutationrs755436260c.1000G>Ap.Ala334Thrp.A334TQ86X29protein_codingtolerated(0.28)benign(0.011)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
LSRSNVMissense_Mutationrs372794690c.1246N>Ap.Asp416Asnp.D416NQ86X29protein_codingdeleterious(0.03)probably_damaging(0.997)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
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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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