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: HOXB6

Gene summary for HOXB6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HOXB6

Gene ID

3216

Gene namehomeobox B6
Gene AliasHOX2
Cytomap17q21.32
Gene Typeprotein-coding
GO ID

GO:0001501

UniProtAcc

P17509


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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
3216HOXB6HTA11_2487_2000001011HumanColorectumSER8.74e-052.40e-01-0.1808
3216HOXB6HTA11_1938_2000001011HumanColorectumAD3.87e-195.89e-01-0.0811
3216HOXB6HTA11_78_2000001011HumanColorectumAD3.21e-215.89e-01-0.1088
3216HOXB6HTA11_347_2000001011HumanColorectumAD3.44e-061.64e-01-0.1954
3216HOXB6HTA11_3361_2000001011HumanColorectumAD1.63e-042.60e-01-0.1207
3216HOXB6HTA11_83_2000001011HumanColorectumSER1.04e-052.40e-01-0.1526
3216HOXB6HTA11_696_2000001011HumanColorectumAD2.63e-082.14e-01-0.1464
3216HOXB6HTA11_1391_2000001011HumanColorectumAD3.10e-164.18e-01-0.059
3216HOXB6HTA11_9341_2000001011HumanColorectumSER1.35e-054.87e-01-0.00410000000000005
3216HOXB6HTA11_866_3004761011HumanColorectumAD1.63e-103.17e-010.096
3216HOXB6HTA11_4255_2000001011HumanColorectumSER3.44e-063.97e-010.0446
3216HOXB6HTA11_8622_2000001021HumanColorectumSER3.64e-166.39e-010.0528
3216HOXB6HTA11_7663_2000001011HumanColorectumSER3.81e-179.01e-010.0131
3216HOXB6HTA11_6801_2000001011HumanColorectumSER8.70e-096.27e-010.0171
3216HOXB6HTA11_10711_2000001011HumanColorectumAD9.87e-144.19e-010.0338
3216HOXB6HTA11_7696_3000711011HumanColorectumAD1.80e-123.43e-010.0674
3216HOXB6HTA11_6818_2000001011HumanColorectumAD3.78e-033.08e-010.0112
3216HOXB6HTA11_6818_2000001021HumanColorectumAD6.31e-206.21e-010.0588
3216HOXB6HTA11_99999970781_79442HumanColorectumMSS2.04e-571.18e+000.294
3216HOXB6HTA11_99999965062_69753HumanColorectumMSI-H4.07e-057.05e-010.3487
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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
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:0034101ColorectumADerythrocyte homeostasis51/3918129/187231.07e-063.59e-0551
GO:0002262ColorectumADmyeloid cell homeostasis57/3918157/187236.17e-061.56e-0457
GO:0048872ColorectumADhomeostasis of number of cells87/3918272/187231.16e-052.61e-0487
GO:0048568ColorectumADembryonic organ development112/3918427/187234.60e-033.14e-02112
GO:00341011ColorectumSERerythrocyte homeostasis39/2897129/187231.70e-055.11e-0439
GO:00022621ColorectumSERmyeloid cell homeostasis44/2897157/187234.09e-051.03e-0344
GO:00488721ColorectumSERhomeostasis of number of cells65/2897272/187231.70e-043.19e-0365
GO:00341012ColorectumMSSerythrocyte homeostasis49/3467129/187231.58e-077.19e-0649
GO:00022622ColorectumMSSmyeloid cell homeostasis55/3467157/187236.35e-072.34e-0555
GO:00488722ColorectumMSShomeostasis of number of cells82/3467272/187232.02e-066.28e-0582
GO:00485681ColorectumMSSembryonic organ development100/3467427/187236.00e-034.03e-02100
GO:00341013ColorectumMSI-Herythrocyte homeostasis24/1319129/187231.03e-054.79e-0424
GO:00022623ColorectumMSI-Hmyeloid cell homeostasis26/1319157/187233.79e-051.43e-0326
GO:00488723ColorectumMSI-Hhomeostasis of number of cells34/1319272/187238.10e-041.49e-0234
GO:0048872210ThyroidATChomeostasis of number of cells135/6293272/187232.92e-085.50e-07135
GO:000226234ThyroidATCmyeloid cell homeostasis84/6293157/187232.12e-073.33e-0684
GO:003410134ThyroidATCerythrocyte homeostasis71/6293129/187234.36e-076.34e-0671
GO:00487053ThyroidATCskeletal system morphogenesis101/6293220/187239.48e-056.93e-04101
GO:00485688ThyroidATCembryonic organ development172/6293427/187232.08e-039.84e-03172
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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
HOXB6CILIAEndometriumADJHOXB2,HOXB7,HOXB5, etc.1.56e-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.
HOXB6STMEndometriumEECHOXB2,HOXB7,HOXB5, etc.4.45e-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.
HOXB6STMEndometriumHealthySPINT2,HOXB2,ASRGL1, etc.1.81e-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.
HOXB6DUCT2PancreasADJHOXB2,SERPINB3,CEACAM6, etc.2.32e-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.
HOXB6ISLETPancreasPanINHOXB2,SERPINB3,CEACAM6, etc.1.23e-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.
HOXB6PANINPancreasPanINHOXB2,SERPINB3,CEACAM6, etc.3.93e-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.
HOXB6DUCT2PancreasPanINHOXB2,SERPINB3,CEACAM6, 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.
HOXB6TFCThyroidgoitersKCNMA1,ATF4,ROBO3, 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.
∗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
HOXB6SNVMissense_Mutationc.443N>Ap.Arg148Glnp.R148QP17509protein_codingdeleterious(0)probably_damaging(1)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
HOXB6SNVMissense_Mutationc.422C>Tp.Ser141Phep.S141FP17509protein_codingtolerated(0.07)benign(0.093)TCGA-EK-A2R8-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
HOXB6SNVMissense_Mutationc.539N>Tp.Ala180Valp.A180VP17509protein_codingdeleterious(0)probably_damaging(0.992)TCGA-AG-A02N-01Colorectumrectum adenocarcinomaMale>=65I/IIChemotherapyfolinicCR
HOXB6deletionFrame_Shift_Delc.663delAp.Lys221AsnfsTer66p.K221Nfs*66P17509protein_codingTCGA-G4-6588-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
HOXB6SNVMissense_Mutationnovelc.577N>Cp.Trp193Argp.W193RP17509protein_codingdeleterious(0)probably_damaging(1)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
HOXB6SNVMissense_Mutationc.527N>Ap.Arg176Hisp.R176HP17509protein_codingdeleterious(0)probably_damaging(0.992)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
HOXB6SNVMissense_Mutationrs768603811c.292N>Tp.Pro98Serp.P98SP17509protein_codingtolerated(0.75)benign(0.022)TCGA-AX-A2H7-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownPD
HOXB6SNVMissense_Mutationnovelc.383A>Gp.Tyr128Cysp.Y128CP17509protein_codingdeleterious(0)probably_damaging(0.993)TCGA-BK-A6W3-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HOXB6SNVMissense_Mutationc.7N>Ap.Ser3Thrp.S3TP17509protein_codingdeleterious(0)probably_damaging(0.996)TCGA-UB-A7MB-01Liverliver hepatocellular carcinomaMale<65I/IITargeted Molecular therapysorafenibPD
HOXB6SNVMissense_Mutationc.373N>Tp.Thr125Serp.T125SP17509protein_codingtolerated(0.62)benign(0.083)TCGA-49-AARN-01Lunglung adenocarcinomaFemale<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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