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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: HPR

Gene summary for HPR

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HPR

Gene ID

3250

Gene namehaptoglobin-related protein
Gene AliasA-259H10.2
Cytomap16q22.2
Gene Typeprotein-coding
GO ID

GO:0002526

UniProtAcc

P00739


Top

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
3250HPRHCC1_MengHumanLiverHCC4.46e-10-1.02e-010.0246
3250HPRHCC1HumanLiverHCC5.40e-245.22e+000.5336
3250HPRHCC2HumanLiverHCC2.91e-023.30e+000.5341
3250HPRPt13.aHumanLiverHCC7.25e-073.63e-010.021
3250HPRPt13.bHumanLiverHCC2.66e-234.02e-010.0251
3250HPRPt13.cHumanLiverHCC4.93e-024.77e-010.0076
Page: 1 

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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00163587CervixCCdendrite development58/2311243/187234.52e-071.76e-0558
GO:00706617CervixCCleukocyte proliferation65/2311318/187232.56e-054.32e-0465
GO:00466516CervixCClymphocyte proliferation59/2311288/187235.53e-058.10e-0459
GO:00329435CervixCCmononuclear cell proliferation59/2311291/187237.51e-051.03e-0359
GO:00467008CervixCCheterocycle catabolic process80/2311445/187233.23e-043.42e-0380
GO:00346559CervixCCnucleobase-containing compound catabolic process74/2311407/187233.77e-043.88e-0374
GO:00196939CervixCCribose phosphate metabolic process72/2311396/187234.49e-044.48e-0372
GO:00092599CervixCCribonucleotide metabolic process70/2311385/187235.35e-045.18e-0370
GO:00019135CervixCCT cell mediated cytotoxicity15/231149/187235.81e-045.52e-0315
GO:00024564CervixCCT cell mediated immunity26/2311109/187236.39e-045.97e-0326
GO:00442709CervixCCcellular nitrogen compound catabolic process79/2311451/187237.80e-046.91e-0379
GO:00463908CervixCCribose phosphate biosynthetic process39/2311190/187239.02e-047.77e-0339
GO:000915010CervixCCpurine ribonucleotide metabolic process66/2311368/187231.09e-039.07e-0366
GO:00092608CervixCCribonucleotide biosynthetic process37/2311182/187231.44e-031.13e-0237
GO:00194398CervixCCaromatic compound catabolic process79/2311467/187232.14e-031.54e-0279
GO:00019067CervixCCcell killing37/2311188/187232.61e-031.80e-0237
GO:00091529CervixCCpurine ribonucleotide biosynthetic process34/2311169/187232.62e-031.81e-0234
GO:00024603CervixCCadaptive immune response based on somatic recombination of immune receptors built from immunoglobulin superfamily domains62/2311356/187233.09e-032.03e-0262
GO:00488135CervixCCdendrite morphogenesis30/2311146/187233.27e-032.13e-0230
GO:00219541CervixCCcentral nervous system neuron development19/231181/187233.96e-032.48e-0219
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
HPRSNVMissense_Mutationnovelc.405N>Ap.Asn135Lysp.N135KP00739protein_codingdeleterious(0.01)benign(0.174)TCGA-A2-A3Y0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
HPRSNVMissense_Mutationrs199591333c.566N>Cp.Ile189Thrp.I189TP00739protein_codingdeleterious(0)probably_damaging(0.953)TCGA-GM-A2DB-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolCR
HPRinsertionFrame_Shift_Insnovelc.37_38insTGTCTCTCACAACAp.Trp13LeufsTer62p.W13Lfs*62P00739protein_codingTCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
HPRSNVMissense_Mutationc.46N>Ap.Gln16Lysp.Q16KP00739protein_codingdeleterious_low_confidence(0.04)benign(0.05)TCGA-EA-A1QT-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
HPRSNVMissense_Mutationrs761265530c.667N>Ap.Val223Metp.V223MP00739protein_codingdeleterious(0)possibly_damaging(0.885)TCGA-EK-A2RA-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
HPRSNVMissense_Mutationrs780251908c.886N>Ap.Asp296Asnp.D296NP00739protein_codingdeleterious(0)probably_damaging(1)TCGA-JX-A3Q0-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
HPRSNVMissense_Mutationc.526N>Cp.Glu176Glnp.E176QP00739protein_codingdeleterious(0.04)probably_damaging(0.977)TCGA-AA-3489-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
HPRSNVMissense_Mutationrs780251908c.886G>Ap.Asp296Asnp.D296NP00739protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
HPRSNVMissense_Mutationrs182745400c.179G>Ap.Arg60Hisp.R60HP00739protein_codingtolerated(0.15)benign(0.006)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
HPRSNVMissense_Mutationnovelc.354G>Tp.Gln118Hisp.Q118HP00739protein_codingdeleterious(0)probably_damaging(1)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
Page: 1 2 3 4 

Top

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
Page: 1