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: HOXB2

Gene summary for HOXB2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HOXB2

Gene ID

3212

Gene namehomeobox B2
Gene AliasHOX2
Cytomap17q21.32
Gene Typeprotein-coding
GO ID

GO:0001501

UniProtAcc

P14652


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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
3212HOXB2GSM4909286HumanBreastIDC1.57e-03-1.21e-010.1081
3212HOXB2GSM4909287HumanBreastIDC2.44e-02-1.22e-010.2057
3212HOXB2GSM4909293HumanBreastIDC7.48e-03-1.12e-010.1581
3212HOXB2GSM4909297HumanBreastIDC7.43e-04-1.18e-010.1517
3212HOXB2GSM4909298HumanBreastIDC1.32e-02-1.11e-010.1551
3212HOXB2GSM4909306HumanBreastIDC2.37e-022.09e-010.1564
3212HOXB2GSM4909307HumanBreastIDC7.86e-093.81e-010.1569
3212HOXB2GSM4909308HumanBreastIDC2.15e-488.24e-010.158
3212HOXB2GSM4909311HumanBreastIDC2.02e-04-1.76e-020.1534
3212HOXB2GSM4909319HumanBreastIDC2.41e-07-6.62e-030.1563
3212HOXB2M2HumanBreastIDC9.49e-033.38e-010.21
3212HOXB2M5HumanBreastIDC5.57e-086.85e-010.1598
3212HOXB2NCCBC14HumanBreastDCIS2.08e-063.88e-010.2021
3212HOXB2HTA11_7663_2000001011HumanColorectumSER9.84e-075.98e-010.0131
3212HOXB2HTA11_6801_2000001011HumanColorectumSER1.23e-034.88e-010.0171
3212HOXB2HTA11_6818_2000001021HumanColorectumAD8.49e-134.71e-010.0588
3212HOXB2HTA11_99999965062_69753HumanColorectumMSI-H1.01e-036.70e-010.3487
3212HOXB2LZE4THumanEsophagusESCC8.16e-04-3.05e-020.0811
3212HOXB2LZE24THumanEsophagusESCC4.24e-391.25e+000.0596
3212HOXB2P1T-EHumanEsophagusESCC7.93e-043.70e-010.0875
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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
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
∗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:004885713BreastIDCneural nucleus development21/143464/187235.35e-094.28e-0721
GO:004885723BreastDCISneural nucleus development20/139064/187231.87e-081.29e-0620
GO:0048857ColorectumADneural nucleus development27/391864/187239.57e-051.45e-0327
GO:0048568ColorectumADembryonic organ development112/3918427/187234.60e-033.14e-02112
GO:00488571ColorectumSERneural nucleus development26/289764/187231.09e-065.11e-0526
GO:00488573ColorectumMSI-Hneural nucleus development13/131964/187234.43e-049.50e-0313
GO:00020115EsophagusESCCmorphogenesis of an epithelial sheet42/855257/187231.62e-051.45e-0442
GO:004885718EsophagusESCCneural nucleus development44/855264/187231.59e-041.05e-0344
GO:00485687EsophagusESCCembryonic organ development228/8552427/187237.28e-043.79e-03228
GO:00487052EsophagusESCCskeletal system morphogenesis120/8552220/187234.90e-031.89e-02120
GO:00020114Oral cavityOSCCmorphogenesis of an epithelial sheet37/730557/187236.66e-055.38e-0437
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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
HOXB2MLUMBreastHealthyHOXB-AS1,RASSF6,C12orf73, etc.4.00e-01The 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.
HOXB2ABSColorectumMSI-HTMEM132C,SOD3,SORCS2, etc.2.70e-01The 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.
HOXB2IMENTColorectumMSI-HTMEM132C,SOD3,SORCS2, etc.9.51e-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.
HOXB2ASCColorectumMSI-HTMEM132C,SOD3,SORCS2, etc.1.31e-01The 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.
HOXB2SSCColorectumSERTMEM132C,SOD3,SORCS2, etc.1.95e-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.
HOXB2ICAFColorectumADJYJU2,MRTO4,MIR4435-2HG, etc.2.07e-01The 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.
HOXB2SMCEndometriumADJSLPI,MT-ND2,CSRP2, etc.4.12e-01The 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.
HOXB2SMCEndometriumAEHSLPI,MT-ND2,CSRP2, etc.3.13e-01The 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.
HOXB2SMCEndometriumEECSLPI,MT-ND2,CSRP2, etc.2.09e-01The 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.
HOXB2SMCEndometriumHealthySLPI,MT-ND2,CSRP2, etc.3.94e-01The 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
HOXB2SNVMissense_Mutationnovelc.991N>Ap.Asp331Asnp.D331NP14652protein_codingdeleterious(0.03)benign(0.01)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
HOXB2SNVMissense_Mutationc.340N>Tp.Pro114Serp.P114SP14652protein_codingtolerated(0.51)benign(0.007)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
HOXB2SNVMissense_Mutationc.107N>Tp.Ser36Leup.S36LP14652protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
HOXB2SNVMissense_Mutationc.215C>Tp.Ala72Valp.A72VP14652protein_codingtolerated(0.07)benign(0.115)TCGA-AN-A0XU-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
HOXB2SNVMissense_Mutationc.597N>Tp.Lys199Asnp.K199NP14652protein_codingdeleterious(0)probably_damaging(0.999)TCGA-E2-A15G-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
HOXB2SNVMissense_Mutationnovelc.614N>Tp.Arg205Leup.R205LP14652protein_codingdeleterious(0.01)benign(0.122)TCGA-PE-A5DE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
HOXB2insertionNonsense_Mutationnovelc.974_975insGTACTTTGGATATCCTAGGGGTGAGAGGTCTTAGTp.Ser325ArgfsTer12p.S325Rfs*12P14652protein_codingTCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HOXB2insertionFrame_Shift_Insnovelc.27_28insTp.Gly10TrpfsTer156p.G10Wfs*156P14652protein_codingTCGA-B6-A40C-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapycyclophosphamideSD
HOXB2insertionNonsense_Mutationnovelc.797_798insAATGCAGACCCACCAGTCTTGACCAACAACTTCATTTTACGTATCAAp.Leu267MetfsTer7p.L267Mfs*7P14652protein_codingTCGA-BH-A0BJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
HOXB2SNVMissense_Mutationc.50C>Tp.Ser17Leup.S17LP14652protein_codingdeleterious(0)possibly_damaging(0.662)TCGA-JX-A3Q0-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
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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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