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: HOXB9

Gene summary for HOXB9

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HOXB9

Gene ID

3219

Gene namehomeobox B9
Gene AliasHOX-2.5
Cytomap17q21.32
Gene Typeprotein-coding
GO ID

GO:0001501

UniProtAcc

B3KPJ1


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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
3219HOXB9HTA11_3410_2000001011HumanColorectumAD6.62e-527.90e-010.0155
3219HOXB9HTA11_2487_2000001011HumanColorectumSER1.30e-296.60e-01-0.1808
3219HOXB9HTA11_2951_2000001011HumanColorectumAD1.84e-106.30e-010.0216
3219HOXB9HTA11_1938_2000001011HumanColorectumAD9.68e-631.68e+00-0.0811
3219HOXB9HTA11_78_2000001011HumanColorectumAD2.61e-591.34e+00-0.1088
3219HOXB9HTA11_347_2000001011HumanColorectumAD1.88e-771.39e+00-0.1954
3219HOXB9HTA11_411_2000001011HumanColorectumSER1.35e-126.90e-01-0.2602
3219HOXB9HTA11_2112_2000001011HumanColorectumSER8.76e-087.96e-01-0.2196
3219HOXB9HTA11_3361_2000001011HumanColorectumAD6.73e-319.81e-01-0.1207
3219HOXB9HTA11_83_2000001011HumanColorectumSER3.22e-351.06e+00-0.1526
3219HOXB9HTA11_696_2000001011HumanColorectumAD4.40e-571.03e+00-0.1464
3219HOXB9HTA11_866_2000001011HumanColorectumAD1.11e-468.30e-01-0.1001
3219HOXB9HTA11_1391_2000001011HumanColorectumAD3.00e-591.56e+00-0.059
3219HOXB9HTA11_2992_2000001011HumanColorectumSER1.51e-043.10e-01-0.1706
3219HOXB9HTA11_5212_2000001011HumanColorectumAD2.61e-166.36e-01-0.2061
3219HOXB9HTA11_5216_2000001011HumanColorectumSER3.05e-271.07e+00-0.1462
3219HOXB9HTA11_546_2000001011HumanColorectumAD2.07e-249.27e-01-0.0842
3219HOXB9HTA11_9341_2000001011HumanColorectumSER3.12e-221.13e+00-0.00410000000000005
3219HOXB9HTA11_7862_2000001011HumanColorectumAD6.13e-341.02e+00-0.0179
3219HOXB9HTA11_866_3004761011HumanColorectumAD2.62e-501.07e+000.096
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:0048732ColorectumADgland development149/3918436/187236.07e-116.33e-09149
GO:0030879ColorectumADmammary gland development53/3918137/187231.46e-064.58e-0553
GO:0048568ColorectumADembryonic organ development112/3918427/187234.60e-033.14e-02112
GO:00487321ColorectumSERgland development112/2897436/187231.75e-081.28e-06112
GO:00308791ColorectumSERmammary gland development37/2897137/187233.61e-045.61e-0337
GO:00487322ColorectumMSSgland development143/3467436/187233.85e-138.01e-11143
GO:00308792ColorectumMSSmammary gland development51/3467137/187231.88e-078.26e-0651
GO:00485681ColorectumMSSembryonic organ development100/3467427/187236.00e-034.03e-02100
GO:00487323ColorectumMSI-Hgland development53/1319436/187237.08e-052.35e-0353
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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
HOXB9ASCColorectumADRP11-357H14.17,HOXB-AS4,HOXB6, etc.2.69e-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.
HOXB9STMColorectumMSSRP11-357H14.17,HOXB-AS4,HOXB6, etc.2.62e-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
HOXB9SNVMissense_Mutationnovelc.601N>Ap.Glu201Lysp.E201KP17482protein_codingdeleterious(0)probably_damaging(0.997)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
HOXB9SNVMissense_Mutationc.457N>Gp.Pro153Alap.P153AP17482protein_codingtolerated(0.17)benign(0.003)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
HOXB9deletionFrame_Shift_Delc.415delGp.Glu139LysfsTer62p.E139Kfs*62P17482protein_codingTCGA-E2-A1IN-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
HOXB9SNVMissense_Mutationnovelc.146N>Tp.Ser49Leup.S49LP17482protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
HOXB9SNVMissense_Mutationc.477N>Cp.Lys159Asnp.K159NP17482protein_codingtolerated(0.5)benign(0.003)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
HOXB9SNVMissense_Mutationrs747302611c.706C>Tp.Arg236Trpp.R236WP17482protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
HOXB9SNVMissense_Mutationnovelc.380A>Gp.Glu127Glyp.E127GP17482protein_codingtolerated(0.17)benign(0.067)TCGA-CM-5349-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
HOXB9SNVMissense_Mutationrs200221711c.413N>Cp.Leu138Serp.L138SP17482protein_codingtolerated(0.44)benign(0.26)TCGA-AG-A02N-01Colorectumrectum adenocarcinomaMale>=65I/IIChemotherapyfolinicCR
HOXB9SNVMissense_Mutationnovelc.479N>Gp.Ile160Serp.I160SP17482protein_codingtolerated(0.51)benign(0.018)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
HOXB9SNVMissense_Mutationrs200177550c.529G>Ap.Ala177Thrp.A177TP17482protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
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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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