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: HOXA3

Gene summary for HOXA3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HOXA3

Gene ID

3200

Gene namehomeobox A3
Gene AliasHOX1
Cytomap7p15.2
Gene Typeprotein-coding
GO ID

GO:0001501

UniProtAcc

A0A024RA33


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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
3200HOXA3HTA11_3410_2000001011HumanColorectumAD5.06e-22-7.14e-010.0155
3200HOXA3HTA11_2487_2000001011HumanColorectumSER1.82e-14-7.29e-01-0.1808
3200HOXA3HTA11_78_2000001011HumanColorectumAD6.43e-11-6.55e-01-0.1088
3200HOXA3HTA11_347_2000001011HumanColorectumAD9.64e-08-5.25e-01-0.1954
3200HOXA3HTA11_2112_2000001011HumanColorectumSER5.37e-04-7.69e-01-0.2196
3200HOXA3HTA11_3361_2000001011HumanColorectumAD3.52e-12-7.44e-01-0.1207
3200HOXA3HTA11_83_2000001011HumanColorectumSER4.65e-04-6.20e-01-0.1526
3200HOXA3HTA11_696_2000001011HumanColorectumAD1.18e-31-7.17e-01-0.1464
3200HOXA3HTA11_866_2000001011HumanColorectumAD1.48e-22-6.67e-01-0.1001
3200HOXA3HTA11_1391_2000001011HumanColorectumAD1.09e-09-6.06e-01-0.059
3200HOXA3HTA11_2992_2000001011HumanColorectumSER6.91e-04-7.40e-01-0.1706
3200HOXA3HTA11_5212_2000001011HumanColorectumAD2.09e-03-6.94e-01-0.2061
3200HOXA3HTA11_546_2000001011HumanColorectumAD4.80e-06-6.99e-01-0.0842
3200HOXA3HTA11_9341_2000001011HumanColorectumSER1.06e-02-7.69e-01-0.00410000000000005
3200HOXA3HTA11_7862_2000001011HumanColorectumAD1.08e-02-6.27e-01-0.0179
3200HOXA3HTA11_866_3004761011HumanColorectumAD4.50e-12-6.27e-010.096
3200HOXA3HTA11_10711_2000001011HumanColorectumAD9.50e-11-6.95e-010.0338
3200HOXA3HTA11_7696_3000711011HumanColorectumAD3.40e-20-6.58e-010.0674
3200HOXA3HTA11_6818_2000001011HumanColorectumAD2.48e-02-6.25e-010.0112
3200HOXA3HTA11_11156_2000001011HumanColorectumAD2.53e-02-7.69e-010.0397
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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:0048568ColorectumADembryonic organ development112/3918427/187234.60e-033.14e-02112
GO:00487321ColorectumSERgland development112/2897436/187231.75e-081.28e-06112
GO:00487322ColorectumMSSgland development143/3467436/187233.85e-138.01e-11143
GO:00485681ColorectumMSSembryonic organ development100/3467427/187236.00e-034.03e-02100
GO:00487324ColorectumFAPgland development103/2622436/187233.61e-083.12e-06103
GO:00485682ColorectumFAPembryonic organ development79/2622427/187235.32e-033.49e-0279
GO:0009952ColorectumFAPanterior/posterior pattern specification41/2622201/187237.82e-034.63e-0241
GO:00487325ColorectumCRCgland development88/2078436/187231.62e-082.79e-0688
GO:00099521ColorectumCRCanterior/posterior pattern specification36/2078201/187232.56e-032.40e-0236
GO:0048771ColorectumCRCtissue remodeling32/2078175/187233.08e-032.73e-0232
GO:00485683ColorectumCRCembryonic organ development65/2078427/187235.15e-033.94e-0265
GO:0048705ColorectumCRCskeletal system morphogenesis37/2078220/187236.58e-034.71e-0237
GO:0048706ColorectumCRCembryonic skeletal system development23/2078121/187236.85e-034.81e-0223
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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
HOXA3MVACervixCCRNF125,RRAGA,NRM, etc.8.36e-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.
HOXA3iATCThyroidPTCNEK5,ATXN7L2,AGBL2, etc.1.77e-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.
∗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
HOXA3SNVMissense_Mutationc.859N>Ap.Val287Ilep.V287IO43365protein_codingtolerated(0.14)probably_damaging(0.979)TCGA-A2-A0SW-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyarimidexPD
HOXA3SNVMissense_Mutationc.797G>Ap.Arg266Hisp.R266HO43365protein_codingtolerated(0.17)benign(0.139)TCGA-BH-A0BP-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HOXA3SNVMissense_Mutationnovelc.698G>Ap.Arg233Hisp.R233HO43365protein_codingdeleterious(0)probably_damaging(0.999)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HOXA3SNVMissense_Mutationrs773785595c.1178N>Tp.Ser393Leup.S393LO43365protein_codingdeleterious(0)benign(0.137)TCGA-FU-A23L-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HOXA3SNVMissense_Mutationrs764656757c.124N>Ap.Asp42Asnp.D42NO43365protein_codingdeleterious(0)benign(0.011)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
HOXA3SNVMissense_Mutationc.868N>Ap.Glu290Lysp.E290KO43365protein_codingdeleterious(0.01)possibly_damaging(0.549)TCGA-VS-A958-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HOXA3SNVMissense_Mutationnovelc.121N>Ap.Ala41Thrp.A41TO43365protein_codingtolerated(0.19)benign(0)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
HOXA3SNVMissense_Mutationc.539N>Ap.Ala180Aspp.A180DO43365protein_codingtolerated(0.49)benign(0.386)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
HOXA3SNVMissense_Mutationc.353C>Tp.Ala118Valp.A118VO43365protein_codingtolerated(0.26)benign(0)TCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
HOXA3SNVMissense_Mutationc.583C>Tp.Arg195Cysp.R195CO43365protein_codingdeleterious(0)probably_damaging(0.999)TCGA-QL-A97D-01Colorectumcolon 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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