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: HOXA5

Gene summary for HOXA5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HOXA5

Gene ID

3202

Gene namehomeobox A5
Gene AliasHOX1
Cytomap7p15.2
Gene Typeprotein-coding
GO ID

GO:0001501

UniProtAcc

P20719


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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
3202HOXA5LZE22THumanEsophagusESCC2.18e-035.68e-010.068
3202HOXA5P1T-EHumanEsophagusESCC1.58e-022.38e-010.0875
3202HOXA5P4T-EHumanEsophagusESCC2.62e-072.33e-010.1323
3202HOXA5P8T-EHumanEsophagusESCC5.60e-071.16e-010.0889
3202HOXA5P9T-EHumanEsophagusESCC9.76e-112.63e-010.1131
3202HOXA5P10T-EHumanEsophagusESCC4.47e-101.96e-010.116
3202HOXA5P15T-EHumanEsophagusESCC3.13e-025.35e-020.1149
3202HOXA5P16T-EHumanEsophagusESCC3.27e-051.15e-010.1153
3202HOXA5P20T-EHumanEsophagusESCC1.01e-082.40e-010.1124
3202HOXA5P21T-EHumanEsophagusESCC4.61e-046.12e-020.1617
3202HOXA5P22T-EHumanEsophagusESCC7.27e-042.85e-010.1236
3202HOXA5P23T-EHumanEsophagusESCC5.57e-057.90e-020.108
3202HOXA5P24T-EHumanEsophagusESCC5.33e-031.26e-010.1287
3202HOXA5P26T-EHumanEsophagusESCC1.77e-069.51e-020.1276
3202HOXA5P27T-EHumanEsophagusESCC1.94e-081.10e-010.1055
3202HOXA5P28T-EHumanEsophagusESCC3.08e-031.35e-010.1149
3202HOXA5P30T-EHumanEsophagusESCC2.88e-093.16e-010.137
3202HOXA5P36T-EHumanEsophagusESCC1.01e-031.19e-010.1187
3202HOXA5P37T-EHumanEsophagusESCC5.55e-051.40e-010.1371
3202HOXA5P39T-EHumanEsophagusESCC6.92e-055.24e-020.0894
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:00604414EsophagusESCCepithelial tube branching involved in lung morphogenesis22/855229/187239.30e-044.73e-0322
GO:003359815EsophagusESCCmammary gland epithelial cell proliferation20/855226/187231.19e-035.88e-0320
GO:0045637111EsophagusESCCregulation of myeloid cell differentiation118/8552210/187231.35e-036.43e-03118
GO:004564619EsophagusESCCregulation of erythrocyte differentiation32/855247/187231.59e-037.43e-0332
GO:00611807EsophagusESCCmammary gland epithelium development43/855267/187231.73e-037.97e-0343
GO:00605763EsophagusESCCintestinal epithelial cell development12/855214/187232.51e-031.08e-0212
GO:006047913EsophagusESCClung cell differentiation18/855224/187233.43e-031.41e-0218
GO:00604856EsophagusESCCmesenchyme development156/8552291/187233.76e-031.53e-02156
GO:00487052EsophagusESCCskeletal system morphogenesis120/8552220/187234.90e-031.89e-02120
GO:0002066EsophagusESCCcolumnar/cuboidal epithelial cell development29/855244/187235.41e-032.02e-0229
GO:00604872EsophagusESCClung epithelial cell differentiation17/855223/187235.73e-032.13e-0217
GO:003359911EsophagusESCCregulation of mammary gland epithelial cell proliferation12/855215/187237.31e-032.63e-0212
GO:00017639EsophagusESCCmorphogenesis of a branching structure106/8552196/187231.08e-023.66e-02106
GO:00512161EsophagusESCCcartilage development103/8552190/187231.08e-023.67e-02103
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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
HOXA5LYMENDBreastDCISANKRD27,TUBB2B,AC106739.2, etc.1.36e-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
HOXA5SNVMissense_Mutationc.311N>Tp.Ser104Phep.S104FP20719protein_codingdeleterious(0)benign(0.282)TCGA-AN-A049-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
HOXA5SNVMissense_Mutationc.682N>Gp.Ile228Valp.I228VP20719protein_codingdeleterious(0)possibly_damaging(0.759)TCGA-E2-A14Z-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexPD
HOXA5SNVMissense_Mutationc.492N>Ap.Ser164Argp.S164RP20719protein_codingtolerated(0.37)benign(0.093)TCGA-E2-A15M-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
HOXA5deletionFrame_Shift_Delc.324delNp.Ser109ArgfsTer14p.S109Rfs*14P20719protein_codingTCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HOXA5insertionFrame_Shift_Insnovelc.353_354insATTTAp.Lys119PhefsTer6p.K119Ffs*6P20719protein_codingTCGA-DS-A1OC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapygemcitabineSD
HOXA5insertionFrame_Shift_Insnovelc.352_353insTGp.Gly118ValfsTer6p.G118Vfs*6P20719protein_codingTCGA-DS-A1OC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapygemcitabineSD
HOXA5SNVMissense_Mutationc.784N>Tp.Ala262Serp.A262SP20719protein_codingtolerated(0.05)benign(0.223)TCGA-AG-3901-01Colorectumrectum adenocarcinomaFemale>=65III/IVUnknownUnknownSD
HOXA5SNVMissense_Mutationrs774910615c.799N>Ap.Ala267Thrp.A267TP20719protein_codingdeleterious(0.01)benign(0.143)TCGA-AG-A00Y-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownPD
HOXA5deletionIn_Frame_Delc.634_636delAAGp.Lys212delp.K212delP20719protein_codingTCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
HOXA5SNVMissense_Mutationnovelc.341G>Tp.Ser114Ilep.S114IP20719protein_codingdeleterious(0.02)benign(0.169)TCGA-A5-A0G1-01Endometriumuterine 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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