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: MSR1

Gene summary for MSR1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MSR1

Gene ID

4481

Gene namemacrophage scavenger receptor 1
Gene AliasCD204
Cytomap8p22
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

P21757


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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
4481MSR1HCC2HumanLiverHCC1.24e-041.36e+000.5341
4481MSR1Pt13.aHumanLiverHCC2.14e-021.47e-010.021
4481MSR1Pt13.cHumanLiverHCC3.11e-084.80e-010.0076
4481MSR1Pt14.dHumanLiverHCC3.79e-195.10e-010.0143
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:005123521LiverHCCmaintenance of location185/7958327/187231.70e-073.12e-06185
GO:000689821LiverHCCreceptor-mediated endocytosis134/7958244/187235.73e-055.31e-04134
GO:001087621LiverHCClipid localization228/7958448/187231.80e-041.41e-03228
GO:00199152LiverHCClipid storage53/795887/187234.01e-042.71e-0353
GO:000686921LiverHCClipid transport198/7958398/187231.92e-039.78e-03198
GO:00303012LiverHCCcholesterol transport65/7958117/187232.95e-031.38e-0265
GO:00108832LiverHCCregulation of lipid storage35/795857/187233.08e-031.43e-0235
GO:00159182LiverHCCsterol transport71/7958130/187233.49e-031.58e-0271
GO:0010878LiverHCCcholesterol storage15/795821/187237.03e-032.80e-0215
GO:00107422LiverHCCmacrophage derived foam cell differentiation24/795838/187238.20e-033.22e-0224
GO:00900772LiverHCCfoam cell differentiation24/795838/187238.20e-033.22e-0224
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0414521LiverHCCPhagosome93/4020152/84654.27e-041.88e-031.05e-0393
hsa0414531LiverHCCPhagosome93/4020152/84654.27e-041.88e-031.05e-0393
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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
MSR1SNVMissense_Mutationc.59C>Ap.Ser20Tyrp.S20YP21757protein_codingdeleterious(0.01)possibly_damaging(0.87)TCGA-BH-A202-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinCR
MSR1SNVMissense_Mutationrs141819994c.970N>Ap.Gly324Argp.G324RP21757protein_codingdeleterious(0)possibly_damaging(0.55)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MSR1SNVMissense_Mutationc.596N>Ap.Gly199Aspp.G199DP21757protein_codingtolerated(0.5)benign(0.001)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MSR1SNVMissense_Mutationnovelc.43N>Cp.Asp15Hisp.D15HP21757protein_codingdeleterious(0.01)possibly_damaging(0.684)TCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
MSR1SNVMissense_Mutationc.150N>Cp.Lys50Asnp.K50NP21757protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MSR1SNVMissense_Mutationc.1145N>Ap.Arg382Hisp.R382HP21757protein_codingdeleterious(0.01)benign(0.09)TCGA-VS-A94W-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MSR1SNVMissense_Mutationc.815N>Cp.Gln272Prop.Q272PP21757protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3956-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
MSR1SNVMissense_Mutationnovelc.810N>Tp.Leu270Phep.L270FP21757protein_codingtolerated(0.06)benign(0.088)TCGA-AA-3979-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
MSR1SNVMissense_Mutationrs13306549c.313G>Ap.Glu105Lysp.E105KP21757protein_codingtolerated(0.28)benign(0.007)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
MSR1SNVMissense_Mutationc.898G>Tp.Gly300Cysp.G300CP21757protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
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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
4481MSR1EXTERNAL SIDE OF PLASMA MEMBRANE, DRUGGABLE GENOMEH2O215316030
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