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: HOXB7

Gene summary for HOXB7

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HOXB7

Gene ID

3217

Gene namehomeobox B7
Gene AliasHHO.C1
Cytomap17q21.32
Gene Typeprotein-coding
GO ID

GO:0001501

UniProtAcc

P09629


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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
3217HOXB7HTA11_347_2000001011HumanColorectumAD4.96e-033.08e-01-0.1954
3217HOXB7HTA11_1391_2000001011HumanColorectumAD1.33e-034.39e-01-0.059
3217HOXB7HTA11_99999970781_79442HumanColorectumMSS6.76e-105.09e-010.294
3217HOXB7HTA11_99999965104_69814HumanColorectumMSS2.44e-076.89e-010.281
3217HOXB7A015-C-203HumanColorectumFAP3.44e-05-1.22e-01-0.1294
3217HOXB7A001-C-119HumanColorectumFAP2.11e-02-2.03e-01-0.1557
3217HOXB7A002-C-205HumanColorectumFAP5.45e-05-6.04e-02-0.1236
3217HOXB7A001-C-104HumanColorectumFAP4.06e-022.53e-010.0184
3217HOXB7A015-C-006HumanColorectumFAP1.01e-03-9.48e-02-0.0994
3217HOXB7A002-C-114HumanColorectumFAP1.56e-04-9.45e-02-0.1561
3217HOXB7A015-C-104HumanColorectumFAP1.57e-03-1.57e-01-0.1899
3217HOXB7A002-C-016HumanColorectumFAP5.71e-032.06e-030.0521
3217HOXB7A002-C-116HumanColorectumFAP1.15e-04-7.68e-02-0.0452
3217HOXB7A018-E-020HumanColorectumFAP5.42e-05-1.65e-01-0.2034
3217HOXB7F034HumanColorectumFAP4.90e-031.25e-01-0.0665
3217HOXB7LZE4THumanEsophagusESCC6.60e-042.15e-010.0811
3217HOXB7LZE5THumanEsophagusESCC2.71e-033.45e-010.0514
3217HOXB7LZE7THumanEsophagusESCC1.28e-085.32e-010.0667
3217HOXB7LZE8THumanEsophagusESCC1.21e-062.26e-010.067
3217HOXB7LZE22THumanEsophagusESCC7.84e-053.18e-010.068
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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
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:0030099ColorectumADmyeloid cell differentiation119/3918381/187231.24e-064.01e-05119
GO:0060562ColorectumADepithelial tube morphogenesis93/3918325/187235.65e-046.00e-0393
GO:0072073ColorectumADkidney epithelium development42/3918136/187234.02e-032.80e-0242
GO:0048568ColorectumADembryonic organ development112/3918427/187234.60e-033.14e-02112
GO:0001763ColorectumADmorphogenesis of a branching structure56/3918196/187236.60e-034.09e-0256
GO:00300992ColorectumMSSmyeloid cell differentiation110/3467381/187234.48e-071.75e-05110
GO:00605621ColorectumMSSepithelial tube morphogenesis88/3467325/187238.45e-051.37e-0388
GO:00017631ColorectumMSSmorphogenesis of a branching structure55/3467196/187236.70e-047.25e-0355
GO:0061138ColorectumMSSmorphogenesis of a branching epithelium51/3467182/187231.06e-031.05e-0251
GO:00720731ColorectumMSSkidney epithelium development38/3467136/187234.53e-033.19e-0238
GO:00485681ColorectumMSSembryonic organ development100/3467427/187236.00e-034.03e-02100
GO:0001655ColorectumMSSurogenital system development81/3467338/187236.88e-034.43e-0281
GO:00300994ColorectumFAPmyeloid cell differentiation81/2622381/187236.33e-051.22e-0381
GO:00605622ColorectumFAPepithelial tube morphogenesis71/2622325/187237.23e-051.33e-0371
GO:00720732ColorectumFAPkidney epithelium development35/2622136/187232.03e-042.92e-0335
GO:00016551ColorectumFAPurogenital system development70/2622338/187234.26e-045.11e-0370
GO:0072001ColorectumFAPrenal system development63/2622302/187236.59e-047.19e-0363
GO:0001822ColorectumFAPkidney development61/2622293/187238.38e-048.72e-0361
GO:00017632ColorectumFAPmorphogenesis of a branching structure44/2622196/187238.79e-049.01e-0344
GO:0072009ColorectumFAPnephron epithelium development27/2622109/187231.89e-031.60e-0227
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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
HOXB7COLCervixN_HPVUNC5B-AS1,HOXB2,TMEM61, 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.
HOXB7CILIAEndometriumAEHHOXB2,ASRGL1,NDUFA13, etc.1.97e-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.
HOXB7CILIAEndometriumHealthyHOMER2,MUC1,SAT1, etc.3.83e-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.
HOXB7APCAFPancreasADJTMEM140,CLDN5,MPP2, etc.7.46e-03The 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.
HOXB7CYCSkinADJSPON2,IGFBP6,OSR2, etc.-4.44e-16The 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.
HOXB7PILSkinAKSPON2,IGFBP6,OSR2, 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.
HOXB7KERSkinAKSPON2,IGFBP6,OSR2, 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.
HOXB7PILSkincSCCSPON2,IGFBP6,OSR2, etc.9.17e-03The 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.
HOXB7CYCSkincSCCSPON2,IGFBP6,OSR2, 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.
HOXB7ECCSkincSCCSPON2,IGFBP6,OSR2, 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
HOXB7SNVMissense_Mutationc.619N>Cp.Asp207Hisp.D207HP09629protein_codingdeleterious(0)possibly_damaging(0.862)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
HOXB7SNVMissense_Mutationnovelc.107N>Tp.Ser36Phep.S36FP09629protein_codingdeleterious(0.01)possibly_damaging(0.575)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HOXB7SNVMissense_Mutationnovelc.392N>Ap.Arg131Glnp.R131QP09629protein_codingtolerated(0.07)possibly_damaging(0.836)TCGA-JW-AAVH-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
HOXB7SNVMissense_Mutationrs770931876c.478C>Tp.Arg160Cysp.R160CP09629protein_codingdeleterious(0)probably_damaging(0.982)TCGA-AA-3975-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
HOXB7deletionFrame_Shift_Delrs769072505c.191delNp.Gly64AlafsTer99p.G64Afs*99P09629protein_codingTCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
HOXB7SNVMissense_Mutationnovelc.490N>Tp.Arg164Trpp.R164WP09629protein_codingdeleterious(0)probably_damaging(0.993)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
HOXB7SNVMissense_Mutationc.620N>Gp.Asp207Glyp.D207GP09629protein_codingdeleterious(0.01)benign(0.025)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HOXB7SNVMissense_Mutationc.92N>Ap.Ser31Tyrp.S31YP09629protein_codingdeleterious(0)possibly_damaging(0.907)TCGA-AP-A1E0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelSD
HOXB7SNVMissense_Mutationc.496C>Tp.Arg166Trpp.R166WP09629protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
HOXB7SNVMissense_Mutationnovelc.535N>Gp.Arg179Glyp.R179GP09629protein_codingdeleterious(0)probably_damaging(1)TCGA-AX-A3FT-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
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