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: HEBP1

Gene summary for HEBP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HEBP1

Gene ID

50865

Gene nameheme binding protein 1
Gene AliasHBP
Cytomap12p13.1
Gene Typeprotein-coding
GO ID

GO:0007623

UniProtAcc

A0A024RAS8


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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
50865HEBP1HTA11_99999974143_84620HumanColorectumMSS6.85e-032.10e-010.3005
50865HEBP1LZE2THumanEsophagusESCC2.74e-034.52e-010.082
50865HEBP1LZE3DHumanEsophagusHGIN4.09e-024.78e-010.0668
50865HEBP1LZE4THumanEsophagusESCC1.82e-123.31e-010.0811
50865HEBP1LZE7THumanEsophagusESCC9.75e-058.38e-020.0667
50865HEBP1LZE8THumanEsophagusESCC8.98e-03-6.71e-020.067
50865HEBP1LZE20THumanEsophagusESCC1.58e-063.17e-010.0662
50865HEBP1LZE22D1HumanEsophagusHGIN1.53e-031.43e-010.0595
50865HEBP1LZE22THumanEsophagusESCC5.14e-105.57e-010.068
50865HEBP1LZE24THumanEsophagusESCC2.18e-136.46e-010.0596
50865HEBP1LZE21THumanEsophagusESCC2.93e-032.08e-010.0655
50865HEBP1P1T-EHumanEsophagusESCC1.23e-074.28e-010.0875
50865HEBP1P2T-EHumanEsophagusESCC3.42e-531.10e+000.1177
50865HEBP1P4T-EHumanEsophagusESCC2.70e-359.22e-010.1323
50865HEBP1P5T-EHumanEsophagusESCC1.99e-194.61e-010.1327
50865HEBP1P8T-EHumanEsophagusESCC2.81e-256.23e-010.0889
50865HEBP1P9T-EHumanEsophagusESCC9.58e-175.11e-010.1131
50865HEBP1P10T-EHumanEsophagusESCC1.25e-205.62e-010.116
50865HEBP1P11T-EHumanEsophagusESCC1.87e-097.12e-010.1426
50865HEBP1P12T-EHumanEsophagusESCC9.13e-751.53e+000.1122
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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
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
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:00485117BreastIDCrhythmic process38/1434298/187231.34e-031.39e-0238
GO:004851113BreastDCISrhythmic process37/1390298/187231.44e-031.47e-0237
GO:0007623ColorectumADcircadian rhythm72/3918210/187234.50e-061.21e-0472
GO:0048511ColorectumADrhythmic process94/3918298/187231.00e-052.34e-0494
GO:00076232ColorectumMSScircadian rhythm69/3467210/187234.22e-071.67e-0569
GO:00485112ColorectumMSSrhythmic process89/3467298/187231.17e-063.96e-0589
GO:000762318EsophagusHGINcircadian rhythm45/2587210/187231.60e-031.79e-0245
GO:004851118EsophagusESCCrhythmic process164/8552298/187236.80e-043.57e-03164
GO:000762319EsophagusESCCcircadian rhythm119/8552210/187238.47e-044.36e-03119
GO:000762312LiverCirrhoticcircadian rhythm84/4634210/187237.04e-071.50e-0584
GO:004851111LiverCirrhoticrhythmic process103/4634298/187238.47e-059.19e-04103
GO:000762321LiverHCCcircadian rhythm117/7958210/187237.29e-056.54e-04117
GO:004851121LiverHCCrhythmic process156/7958298/187233.54e-042.46e-03156
GO:004851116Oral cavityOSCCrhythmic process157/7305298/187231.00e-061.36e-05157
GO:000762316Oral cavityOSCCcircadian rhythm110/7305210/187235.40e-054.48e-04110
GO:000762323SkincSCCcircadian rhythm89/4864210/187231.55e-073.51e-0689
GO:004851123SkincSCCrhythmic process110/4864298/187231.83e-052.19e-04110
GO:000762324ThyroidHTcircadian rhythm33/1272210/187235.38e-061.66e-0433
GO:004851120ThyroidHTrhythmic process41/1272298/187231.26e-053.27e-0441
GO:0048511111ThyroidPTCrhythmic process131/5968298/187237.06e-068.33e-05131
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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
HEBP1insertionFrame_Shift_Insnovelc.314_315insCCTTCTGTCTGTTCATTCTTATTTCATAAGGAATGAGAp.Asn106LeufsTer53p.N106Lfs*53Q9NRV9protein_codingTCGA-AN-A04C-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
HEBP1insertionFrame_Shift_Insnovelc.203_204insGp.Thr69HisfsTer3p.T69Hfs*3Q9NRV9protein_codingTCGA-AN-A04C-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
HEBP1insertionFrame_Shift_Insnovelc.203_204insGp.Thr69HisfsTer3p.T69Hfs*3Q9NRV9protein_codingTCGA-AN-A0FY-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
HEBP1SNVMissense_Mutationrs759302892c.454N>Tp.Arg152Cysp.R152CQ9NRV9protein_codingtolerated(0.06)possibly_damaging(0.865)TCGA-AA-3877-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
HEBP1SNVMissense_Mutationrs375649105c.288N>Tp.Lys96Asnp.K96NQ9NRV9protein_codingtolerated(0.11)benign(0.295)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
HEBP1SNVMissense_Mutationc.423A>Cp.Glu141Aspp.E141DQ9NRV9protein_codingtolerated(0.1)possibly_damaging(0.495)TCGA-DC-6682-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
HEBP1SNVMissense_Mutationnovelc.307C>Tp.Arg103Trpp.R103WQ9NRV9protein_codingdeleterious(0.02)benign(0.049)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HEBP1SNVMissense_Mutationnovelc.164T>Cp.Leu55Prop.L55PQ9NRV9protein_codingtolerated(0.13)possibly_damaging(0.816)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HEBP1SNVMissense_Mutationc.5N>Cp.Leu2Serp.L2SQ9NRV9protein_codingdeleterious(0)possibly_damaging(0.868)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
HEBP1SNVMissense_Mutationrs76698360c.538N>Tp.Arg180Trpp.R180WQ9NRV9protein_codingdeleterious(0)probably_damaging(0.988)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<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
50865HEBP1DRUGGABLE GENOMEPyrazino[2,1-a]isoquinolin derivative 3
50865HEBP1DRUGGABLE GENOMEPMID28454500-Compound-34
50865HEBP1DRUGGABLE GENOME3-phenyl propanoic derivative 3
50865HEBP1DRUGGABLE GENOMEPMID28454500-Compound-33
50865HEBP1DRUGGABLE GENOMETrepenoid derivative 1
50865HEBP1DRUGGABLE GENOMEPMID28454500-Compound-13
50865HEBP1DRUGGABLE GENOMEPyrazino[2,1-a]isoquinolin derivative 2
50865HEBP1DRUGGABLE GENOME4-(2-cyclohexylethoxy) aniline derivative 2
50865HEBP1DRUGGABLE GENOMEPMID28454500-Compound-60
50865HEBP1DRUGGABLE GENOMEChalcone derivative 1
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