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: HBP1

Gene summary for HBP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HBP1

Gene ID

26959

Gene nameHMG-box transcription factor 1
Gene AliasHBP1
Cytomap7q22.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

B4DJ36


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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
26959HBP1LZE4THumanEsophagusESCC1.07e-074.37e-010.0811
26959HBP1LZE7THumanEsophagusESCC1.43e-042.99e-010.0667
26959HBP1LZE8THumanEsophagusESCC2.49e-152.16e-010.067
26959HBP1LZE20THumanEsophagusESCC1.22e-033.93e-010.0662
26959HBP1LZE22D1HumanEsophagusHGIN1.02e-02-4.29e-020.0595
26959HBP1LZE22THumanEsophagusESCC3.31e-021.31e-010.068
26959HBP1LZE24THumanEsophagusESCC6.50e-126.34e-010.0596
26959HBP1LZE21THumanEsophagusESCC1.49e-061.55e-010.0655
26959HBP1LZE6THumanEsophagusESCC5.27e-052.69e-010.0845
26959HBP1P2T-EHumanEsophagusESCC1.68e-243.32e-010.1177
26959HBP1P4T-EHumanEsophagusESCC6.24e-193.94e-010.1323
26959HBP1P5T-EHumanEsophagusESCC4.37e-14-5.23e-020.1327
26959HBP1P8T-EHumanEsophagusESCC3.31e-235.62e-010.0889
26959HBP1P9T-EHumanEsophagusESCC5.31e-164.78e-010.1131
26959HBP1P10T-EHumanEsophagusESCC1.57e-235.08e-010.116
26959HBP1P11T-EHumanEsophagusESCC1.01e-199.10e-010.1426
26959HBP1P12T-EHumanEsophagusESCC1.12e-289.07e-010.1122
26959HBP1P15T-EHumanEsophagusESCC9.64e-391.06e+000.1149
26959HBP1P16T-EHumanEsophagusESCC5.29e-277.55e-010.1153
26959HBP1P17T-EHumanEsophagusESCC9.98e-055.50e-010.1278
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:001605516EsophagusHGINWnt signaling pathway83/2587444/187232.27e-032.33e-0283
GO:019873816EsophagusHGINcell-cell signaling by wnt83/2587446/187232.58e-032.55e-0283
GO:001605517EsophagusESCCWnt signaling pathway268/8552444/187232.32e-106.58e-09268
GO:019873817EsophagusESCCcell-cell signaling by wnt269/8552446/187232.41e-106.79e-09269
GO:001605511LiverCirrhoticWnt signaling pathway150/4634444/187239.75e-061.42e-04150
GO:019873811LiverCirrhoticcell-cell signaling by wnt150/4634446/187231.28e-051.80e-04150
GO:019873821LiverHCCcell-cell signaling by wnt247/7958446/187232.11e-084.96e-07247
GO:001605521LiverHCCWnt signaling pathway245/7958444/187233.68e-088.09e-07245
GO:001605510Oral cavityOSCCWnt signaling pathway227/7305444/187231.10e-071.87e-06227
GO:019873810Oral cavityOSCCcell-cell signaling by wnt227/7305446/187231.75e-072.86e-06227
GO:001605523Oral cavityEOLPWnt signaling pathway89/2218444/187233.66e-071.06e-0589
GO:019873823Oral cavityEOLPcell-cell signaling by wnt89/2218446/187234.49e-071.25e-0589
GO:001605532Oral cavityNEOLPWnt signaling pathway93/2005444/187231.35e-101.34e-0893
GO:019873832Oral cavityNEOLPcell-cell signaling by wnt93/2005446/187231.73e-101.66e-0893
GO:00160559ProstateBPHWnt signaling pathway126/3107444/187232.27e-101.23e-08126
GO:01987389ProstateBPHcell-cell signaling by wnt126/3107446/187233.11e-101.67e-08126
GO:001605514ProstateTumorWnt signaling pathway131/3246444/187231.16e-107.11e-09131
GO:019873814ProstateTumorcell-cell signaling by wnt131/3246446/187231.61e-109.69e-09131
GO:001605520ThyroidHTWnt signaling pathway48/1272444/187239.68e-049.93e-0348
GO:019873820ThyroidHTcell-cell signaling by wnt48/1272446/187231.07e-031.07e-0248
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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
HBP1CD4TNBreastADJSAMSN1,SARAF,GCLC, etc.2.76e-02The 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.
HBP1NKBreastADJSAMSN1,SARAF,GCLC, etc.3.22e-02The 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.
HBP1DCBreastDCISSAMSN1,SARAF,GCLC, etc.6.81e-02The 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.
HBP1CD8TRMBreastDCISSAMSN1,SARAF,GCLC, etc.1.38e-02The 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.
HBP1MASTBreastHealthySAMSN1,SARAF,GCLC, etc.3.10e-02The 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.
HBP1GCBreastHealthySAMSN1,SARAF,GCLC, etc.0.00e+00The 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.
HBP1M2MACBreastHealthySAMSN1,SARAF,GCLC, etc.7.47e-04The 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.
HBP1MASTBreastIDCSAMSN1,SARAF,GCLC, etc.2.03e-02The 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.
HBP1CD8TEXBreastPrecancerSAMSN1,SARAF,GCLC, etc.0.00e+00The 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.
HBP1CD4TNBreastPrecancerSAMSN1,SARAF,GCLC, etc.0.00e+00The 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.
∗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
HBP1SNVMissense_Mutationnovelc.287N>Tp.Ser96Leup.S96LO60381protein_codingtolerated(0.2)probably_damaging(0.95)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
HBP1SNVMissense_Mutationnovelc.1018N>Ap.Pro340Thrp.P340TO60381protein_codingdeleterious(0.03)possibly_damaging(0.669)TCGA-AC-A2BK-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycytoxanCR
HBP1SNVMissense_Mutationc.1423N>Gp.Met475Valp.M475VO60381protein_codingdeleterious(0)probably_damaging(0.973)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HBP1SNVMissense_Mutationc.1388N>Gp.Ala463Glyp.A463GO60381protein_codingdeleterious(0)probably_damaging(0.936)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HBP1insertionFrame_Shift_Insnovelc.158_159insGCTAAGGGTTATTTTTGAGGGATATAGGCAGATAGp.His53GlnfsTer37p.H53Qfs*37O60381protein_codingTCGA-A8-A07U-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilSD
HBP1deletionFrame_Shift_Delc.1255delNp.Asn420ThrfsTer7p.N420Tfs*7O60381protein_codingTCGA-BH-A0HA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
HBP1deletionFrame_Shift_Delnovelc.870delNp.Leu291TyrfsTer4p.L291Yfs*4O60381protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
HBP1SNVMissense_Mutationnovelc.948N>Cp.Leu316Phep.L316FO60381protein_codingdeleterious(0)probably_damaging(0.997)TCGA-VS-A8QA-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
HBP1SNVMissense_Mutationnovelc.1163G>Ap.Gly388Aspp.G388DO60381protein_codingtolerated(0.05)benign(0.01)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
HBP1SNVMissense_Mutationc.355A>Gp.Thr119Alap.T119AO60381protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AA-3956-01Colorectumcolon 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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