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: HOXA9

Gene summary for HOXA9

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HOXA9

Gene ID

3205

Gene namehomeobox A9
Gene AliasABD-B
Cytomap7p15.2
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

P31269


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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
3205HOXA9HTA11_866_3004761011HumanColorectumAD3.16e-053.37e-010.096
3205HOXA9HTA11_99999970781_79442HumanColorectumMSS1.46e-064.37e-010.294
3205HOXA9HTA11_99999965104_69814HumanColorectumMSS1.90e-033.34e-010.281
3205HOXA9HTA11_99999971662_82457HumanColorectumMSS2.18e-085.02e-010.3859
3205HOXA9A002-C-205HumanColorectumFAP7.27e-03-1.52e-01-0.1236
3205HOXA9A015-C-006HumanColorectumFAP1.72e-02-1.67e-01-0.0994
3205HOXA9A002-C-116HumanColorectumFAP4.38e-06-1.30e-01-0.0452
3205HOXA9A014-C-008HumanColorectumFAP3.72e-02-1.67e-01-0.191
3205HOXA9CRC-3-11773HumanColorectumCRC9.36e-06-1.67e-010.2564
3205HOXA9LZE2THumanEsophagusESCC5.44e-106.91e-010.082
3205HOXA9LZE4THumanEsophagusESCC9.56e-123.22e-010.0811
3205HOXA9LZE5THumanEsophagusESCC1.57e-032.47e-010.0514
3205HOXA9LZE7THumanEsophagusESCC2.07e-093.30e-010.0667
3205HOXA9P2T-EHumanEsophagusESCC1.51e-641.01e+000.1177
3205HOXA9P4T-EHumanEsophagusESCC3.48e-378.54e-010.1323
3205HOXA9P5T-EHumanEsophagusESCC2.39e-244.93e-010.1327
3205HOXA9P8T-EHumanEsophagusESCC1.88e-041.31e-010.0889
3205HOXA9P9T-EHumanEsophagusESCC5.45e-194.25e-010.1131
3205HOXA9P10T-EHumanEsophagusESCC4.16e-223.89e-010.116
3205HOXA9P16T-EHumanEsophagusESCC9.14e-508.93e-010.1153
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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
∗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:0030099ColorectumADmyeloid cell differentiation119/3918381/187231.24e-064.01e-05119
GO:0030879ColorectumADmammary gland development53/3918137/187231.46e-064.58e-0553
GO:0061458ColorectumADreproductive system development116/3918427/187231.11e-031.01e-02116
GO:0048608ColorectumADreproductive structure development114/3918424/187231.78e-031.47e-02114
GO:1903706ColorectumADregulation of hemopoiesis99/3918367/187233.08e-032.28e-0299
GO:0045637ColorectumADregulation of myeloid cell differentiation61/3918210/187233.17e-032.35e-0261
GO:0048736ColorectumADappendage development51/3918172/187234.20e-032.89e-0251
GO:0060173ColorectumADlimb development51/3918172/187234.20e-032.89e-0251
GO:0048568ColorectumADembryonic organ development112/3918427/187234.60e-033.14e-02112
GO:00487322ColorectumMSSgland development143/3467436/187233.85e-138.01e-11143
GO:00308792ColorectumMSSmammary gland development51/3467137/187231.88e-078.26e-0651
GO:00300992ColorectumMSSmyeloid cell differentiation110/3467381/187234.48e-071.75e-05110
GO:00614582ColorectumMSSreproductive system development115/3467427/187239.86e-062.39e-04115
GO:00486082ColorectumMSSreproductive structure development113/3467424/187231.94e-054.18e-04113
GO:00487362ColorectumMSSappendage development48/3467172/187231.61e-031.46e-0248
GO:00601732ColorectumMSSlimb development48/3467172/187231.61e-031.46e-0248
GO:19037061ColorectumMSSregulation of hemopoiesis89/3467367/187233.39e-032.56e-0289
GO:00456371ColorectumMSSregulation of myeloid cell differentiation54/3467210/187235.85e-033.96e-0254
GO:00485681ColorectumMSSembryonic organ development100/3467427/187236.00e-034.03e-02100
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05202ColorectumFAPTranscriptional misregulation in cancer45/1404193/84659.19e-033.33e-022.03e-0245
hsa052021ColorectumFAPTranscriptional misregulation in cancer45/1404193/84659.19e-033.33e-022.03e-0245
hsa052028EsophagusESCCTranscriptional misregulation in cancer116/4205193/84652.08e-035.95e-033.05e-03116
hsa0520213EsophagusESCCTranscriptional misregulation in cancer116/4205193/84652.08e-035.95e-033.05e-03116
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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
HOXA9LUMEndometriumHealthyPGRMC1,HOXA11,CHST7, 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.
HOXA9BASEndometriumHealthyPGRMC1,HOXA11,CHST7, etc.2.83e-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
HOXA9SNVMissense_Mutationnovelc.520G>Ap.Ala174Thrp.A174TP31269protein_codingtolerated(0.29)benign(0.066)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HOXA9SNVMissense_Mutationc.770G>Ap.Arg257Hisp.R257HP31269protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HOXA9SNVMissense_Mutationrs267601472c.620G>Ap.Arg207Glnp.R207QP31269protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HOXA9SNVMissense_Mutationc.792N>Gp.Ile264Metp.I264MP31269protein_codingtolerated(1)benign(0.01)TCGA-VS-A9UQ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
HOXA9SNVMissense_Mutationc.326G>Ap.Arg109Hisp.R109HP31269protein_codingdeleterious(0.02)possibly_damaging(0.866)TCGA-A6-2681-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
HOXA9SNVMissense_Mutationrs369971422c.500A>Gp.Glu167Glyp.E167GP31269protein_codingtolerated(0.24)benign(0.007)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
HOXA9SNVMissense_Mutationnovelc.628C>Tp.Arg210Trpp.R210WP31269protein_codingdeleterious(0)probably_damaging(1)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
HOXA9SNVMissense_Mutationc.770N>Tp.Arg257Leup.R257LP31269protein_codingdeleterious(0)probably_damaging(1)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
HOXA9SNVMissense_Mutationc.608C>Tp.Ala203Valp.A203VP31269protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AX-A0J0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HOXA9SNVMissense_Mutationc.688N>Cp.Tyr230Hisp.Y230HP31269protein_codingdeleterious(0)probably_damaging(1)TCGA-BG-A0LX-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
3205HOXA9TRANSCRIPTION FACTOR, CLINICALLY ACTIONABLEG-CSFFILGRASTIM11687616
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