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: HPX

Gene summary for HPX

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HPX

Gene ID

3263

Gene namehemopexin
Gene AliasHX
Cytomap11p15.4
Gene Typeprotein-coding
GO ID

GO:0000041

UniProtAcc

P02790


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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
3263HPXNAFLD1HumanLiverNAFLD1.99e-131.09e+00-0.04
3263HPXHCC1_MengHumanLiverHCC5.31e-994.86e-010.0246
3263HPXHCC2_MengHumanLiverHCC3.86e-10-4.51e-010.0107
3263HPXcirrhotic1HumanLiverCirrhotic5.39e-07-4.11e-010.0202
3263HPXcirrhotic2HumanLiverCirrhotic1.96e-03-3.53e-010.0201
3263HPXHCC1HumanLiverHCC3.03e-164.62e+000.5336
3263HPXHCC2HumanLiverHCC6.05e-345.77e+000.5341
3263HPXPt13.aHumanLiverHCC1.33e-357.88e-010.021
3263HPXPt13.bHumanLiverHCC3.28e-607.89e-010.0251
3263HPXPt13.cHumanLiverHCC1.72e-209.46e-010.0076
3263HPXPt14.aHumanLiverHCC7.36e-166.78e-010.0169
3263HPXPt14.bHumanLiverHCC4.49e-051.49e-010.018
3263HPXPt14.dHumanLiverHCC1.74e-063.90e-010.0143
3263HPXS015HumanLiverHCC3.17e-02-2.11e-010.2375
3263HPXS016HumanLiverHCC1.51e-03-4.22e-010.2243
3263HPXS028HumanLiverHCC1.07e-079.20e-010.2503
3263HPXS029HumanLiverHCC3.74e-292.26e+000.2581
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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:00028313LiverNAFLDregulation of response to biotic stimulus49/1882327/187232.94e-032.66e-0249
GO:0060330LiverNAFLDregulation of response to interferon-gamma6/188216/187233.37e-032.93e-026
GO:0060334LiverNAFLDregulation of interferon-gamma-mediated signaling pathway6/188216/187233.37e-032.93e-026
GO:00068262LiverNAFLDiron ion transport13/188258/187234.32e-033.55e-0213
GO:0045088LiverNAFLDregulation of innate immune response34/1882218/187236.47e-034.69e-0234
GO:00343413LiverCirrhoticresponse to interferon-gamma60/4634141/187232.57e-064.63e-0560
GO:00550766LiverCirrhotictransition metal ion homeostasis59/4634138/187232.59e-064.65e-0559
GO:0071346LiverCirrhoticcellular response to interferon-gamma49/4634118/187234.43e-055.22e-0449
GO:00469164LiverCirrhoticcellular transition metal ion homeostasis48/4634115/187234.51e-055.30e-0448
GO:00603332LiverCirrhoticinterferon-gamma-mediated signaling pathway16/463427/187231.41e-041.36e-0316
GO:00550724LiverCirrhoticiron ion homeostasis35/463485/187236.22e-044.79e-0335
GO:00321032LiverCirrhoticpositive regulation of response to external stimulus131/4634427/187232.90e-031.66e-02131
GO:0033013LiverCirrhotictetrapyrrole metabolic process24/463459/187235.06e-032.62e-0224
GO:00028311LiverCirrhoticregulation of response to biotic stimulus101/4634327/187236.58e-033.25e-02101
GO:00603301LiverCirrhoticregulation of response to interferon-gamma9/463416/187236.94e-033.38e-029
GO:00603341LiverCirrhoticregulation of interferon-gamma-mediated signaling pathway9/463416/187236.94e-033.38e-029
GO:00068792LiverCirrhoticcellular iron ion homeostasis26/463467/187237.53e-033.57e-0226
GO:0006778LiverCirrhoticporphyrin-containing compound metabolic process20/463449/187239.60e-034.35e-0220
GO:00028312LiverHCCregulation of response to biotic stimulus173/7958327/187238.55e-057.48e-04173
GO:005507612LiverHCCtransition metal ion homeostasis81/7958138/187238.87e-057.72e-0481
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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
HPXSNVMissense_Mutationrs770220351c.1346N>Tp.Pro449Leup.P449LP02790protein_codingdeleterious(0.02)possibly_damaging(0.809)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HPXSNVMissense_Mutationrs573615393c.136N>Ap.Val46Metp.V46MP02790protein_codingtolerated(0.13)benign(0.015)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
HPXSNVMissense_Mutationc.569N>Tp.Ser190Phep.S190FP02790protein_codingdeleterious(0)probably_damaging(0.992)TCGA-GM-A2D9-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
HPXSNVMissense_Mutationc.1088N>Tp.Ala363Valp.A363VP02790protein_codingdeleterious(0)possibly_damaging(0.514)TCGA-MY-A5BD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HPXSNVMissense_Mutationrs142045379c.1031N>Ap.Arg344Glnp.R344QP02790protein_codingtolerated(0.46)benign(0.007)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
HPXSNVMissense_Mutationnovelc.688C>Tp.Pro230Serp.P230SP02790protein_codingtolerated(0.98)benign(0.003)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
HPXSNVMissense_Mutationrs756730036c.949N>Gp.Lys317Glup.K317EP02790protein_codingdeleterious(0.01)probably_damaging(0.993)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
HPXSNVMissense_Mutationnovelc.375N>Tp.Glu125Aspp.E125DP02790protein_codingdeleterious(0.04)benign(0.323)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
HPXdeletionFrame_Shift_Delc.210delNp.Phe70LeufsTer16p.F70Lfs*16P02790protein_codingTCGA-F4-6570-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
HPXdeletionFrame_Shift_Delc.210delTp.Phe70LeufsTer16p.F70Lfs*16P02790protein_codingTCGA-G4-6628-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
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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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