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: HRG

Gene summary for HRG

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HRG

Gene ID

3273

Gene namehistidine rich glycoprotein
Gene AliasHPRG
Cytomap3q27.3
Gene Typeprotein-coding
GO ID

GO:0000041

UniProtAcc

P04196


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
3273HRGNAFLD1HumanLiverNAFLD1.99e-095.12e-01-0.04
3273HRGHCC1_MengHumanLiverHCC8.59e-765.05e-010.0246
3273HRGHCC2_MengHumanLiverHCC5.01e-07-3.06e-010.0107
3273HRGcirrhotic1HumanLiverCirrhotic1.02e-04-1.44e-010.0202
3273HRGcirrhotic2HumanLiverCirrhotic6.58e-09-1.02e-010.0201
3273HRGHCC1HumanLiverHCC1.43e-404.39e+000.5336
3273HRGHCC2HumanLiverHCC2.69e-635.42e+000.5341
3273HRGHCC5HumanLiverHCC7.42e-03-1.24e-010.4932
3273HRGPt13.aHumanLiverHCC1.94e-02-1.05e-010.021
3273HRGPt13.bHumanLiverHCC2.36e-08-1.07e-010.0251
3273HRGPt14.bHumanLiverHCC4.02e-265.55e-010.018
3273HRGPt14.dHumanLiverHCC2.41e-306.56e-010.0143
3273HRGS029HumanLiverHCC9.01e-061.28e+000.2581
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:004440312LiverCirrhoticbiological process involved in symbiotic interaction131/4634290/187232.00e-141.84e-12131
GO:005254712LiverCirrhoticregulation of peptidase activity185/4634461/187231.32e-131.09e-11185
GO:005254812LiverCirrhoticregulation of endopeptidase activity172/4634432/187232.12e-121.58e-10172
GO:004325412LiverCirrhoticregulation of protein-containing complex assembly169/4634428/187237.40e-124.99e-10169
GO:003297012LiverCirrhoticregulation of actin filament-based process152/4634397/187231.12e-095.00e-08152
GO:004586112LiverCirrhoticnegative regulation of proteolysis136/4634351/187233.46e-091.42e-07136
GO:003295612LiverCirrhoticregulation of actin cytoskeleton organization136/4634358/187231.47e-085.49e-07136
GO:015011512LiverCirrhoticcell-substrate junction organization51/4634101/187232.08e-087.47e-0751
GO:004206012LiverCirrhoticwound healing155/4634422/187232.12e-087.56e-07155
GO:005170211LiverCirrhoticbiological process involved in interaction with symbiont48/463494/187233.41e-081.14e-0648
GO:005134612LiverCirrhoticnegative regulation of hydrolase activity139/4634379/187231.24e-073.42e-06139
GO:015011612LiverCirrhoticregulation of cell-substrate junction organization38/463471/187231.84e-074.82e-0638
GO:190303611LiverCirrhoticpositive regulation of response to wounding38/463472/187232.98e-077.18e-0638
GO:009030311LiverCirrhoticpositive regulation of wound healing33/463459/187233.00e-077.21e-0633
GO:001095111LiverCirrhoticnegative regulation of endopeptidase activity98/4634252/187234.19e-079.77e-0698
GO:001081012LiverCirrhoticregulation of cell-substrate adhesion88/4634221/187234.89e-071.10e-0588
GO:000704412LiverCirrhoticcell-substrate junction assembly46/463495/187234.89e-071.10e-0546
GO:001046612LiverCirrhoticnegative regulation of peptidase activity100/4634262/187238.90e-071.84e-05100
GO:006104112LiverCirrhoticregulation of wound healing58/4634134/187231.95e-063.65e-0558
GO:01501171LiverCirrhoticpositive regulation of cell-substrate junction organization21/463433/187232.55e-064.63e-0521
Page: 1 2 3 4 5 6 7 8 9 10 

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
HRGSNVMissense_Mutationnovelc.554N>Cp.Arg185Thrp.R185TP04196protein_codingdeleterious(0.05)possibly_damaging(0.781)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
HRGSNVMissense_Mutationc.585N>Ap.Phe195Leup.F195LP04196protein_codingdeleterious(0.02)benign(0.04)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HRGSNVMissense_Mutationrs778212538c.154N>Tp.Arg52Trpp.R52WP04196protein_codingdeleterious(0.03)benign(0.18)TCGA-AN-A0AJ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HRGSNVMissense_Mutationrs539003389c.1294N>Ap.Gly432Serp.G432SP04196protein_codingtolerated_low_confidence(0.08)possibly_damaging(0.762)TCGA-BH-A0BR-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
HRGSNVMissense_Mutationrs138389406c.541G>Cp.Glu181Glnp.E181QP04196protein_codingtolerated(0.05)possibly_damaging(0.705)TCGA-E2-A1LH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
HRGSNVMissense_Mutationnovelc.904N>Cp.Asp302Hisp.D302HP04196protein_codingtolerated(0.15)benign(0.367)TCGA-LL-A5YL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
HRGSNVMissense_Mutationrs200206741c.1459N>Gp.His487Aspp.H487DP04196protein_codingtolerated(0.31)benign(0.035)TCGA-OL-A5S0-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxolCR
HRGSNVMissense_Mutationnovelc.815N>Tp.Ser272Phep.S272FP04196protein_codingtolerated(0.46)benign(0.015)TCGA-C5-A8XK-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
HRGSNVMissense_Mutationrs529521530c.1322N>Ap.Arg441Glnp.R441QP04196protein_codingtolerated_low_confidence(0.09)benign(0.007)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
HRGSNVMissense_Mutationc.1450N>Tp.His484Tyrp.H484YP04196protein_codingdeleterious(0.03)benign(0.062)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 8 

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