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: HOXC10

Gene summary for HOXC10

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HOXC10

Gene ID

3226

Gene namehomeobox C10
Gene AliasHOX3I
Cytomap12q13.13
Gene Typeprotein-coding
GO ID

GO:0001659

UniProtAcc

Q53XI4


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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
3226HOXC10LZE4THumanEsophagusESCC3.49e-184.16e-010.0811
3226HOXC10LZE5THumanEsophagusESCC2.69e-084.24e-010.0514
3226HOXC10LZE7THumanEsophagusESCC9.40e-053.51e-010.0667
3226HOXC10LZE22THumanEsophagusESCC9.78e-094.98e-010.068
3226HOXC10LZE24THumanEsophagusESCC8.10e-256.08e-010.0596
3226HOXC10LZE6THumanEsophagusESCC2.18e-063.80e-010.0845
3226HOXC10P2T-EHumanEsophagusESCC8.03e-518.14e-010.1177
3226HOXC10P4T-EHumanEsophagusESCC6.93e-254.86e-010.1323
3226HOXC10P5T-EHumanEsophagusESCC2.08e-051.33e-010.1327
3226HOXC10P8T-EHumanEsophagusESCC7.72e-325.74e-010.0889
3226HOXC10P9T-EHumanEsophagusESCC8.94e-112.68e-010.1131
3226HOXC10P10T-EHumanEsophagusESCC3.37e-376.41e-010.116
3226HOXC10P11T-EHumanEsophagusESCC1.56e-145.22e-010.1426
3226HOXC10P12T-EHumanEsophagusESCC6.53e-458.26e-010.1122
3226HOXC10P15T-EHumanEsophagusESCC7.79e-233.75e-010.1149
3226HOXC10P16T-EHumanEsophagusESCC5.42e-416.94e-010.1153
3226HOXC10P17T-EHumanEsophagusESCC1.79e-041.41e-010.1278
3226HOXC10P20T-EHumanEsophagusESCC1.82e-336.55e-010.1124
3226HOXC10P21T-EHumanEsophagusESCC2.46e-204.51e-010.1617
3226HOXC10P22T-EHumanEsophagusESCC3.19e-325.61e-010.1236
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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:01061066EsophagusESCCcold-induced thermogenesis80/8552144/187231.07e-023.65e-0280
GO:01201616EsophagusESCCregulation of cold-induced thermogenesis80/8552144/187231.07e-023.65e-0280
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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
HOXC10KERCervixADJZIC2,SYT15,FRGCA, 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.
HOXC10BASCervixADJZIC2,SYT15,FRGCA, 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.
HOXC10COLCervixADJZIC2,SYT15,FRGCA, 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
HOXC10SNVMissense_Mutationc.754N>Ap.Glu252Lysp.E252KQ9NYD6protein_codingtolerated(0.16)benign(0.017)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HOXC10SNVMissense_Mutationc.978N>Ap.Met326Ilep.M326IQ9NYD6protein_codingdeleterious(0.01)benign(0.068)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
HOXC10SNVMissense_Mutationnovelc.284N>Tp.Pro95Leup.P95LQ9NYD6protein_codingtolerated(0.08)benign(0.039)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HOXC10SNVMissense_Mutationc.654G>Tp.Gln218Hisp.Q218HQ9NYD6protein_codingtolerated(0.12)benign(0.003)TCGA-Q1-A73P-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
HOXC10SNVMissense_Mutationnovelc.424N>Ap.Glu142Lysp.E142KQ9NYD6protein_codingdeleterious(0.02)benign(0.166)TCGA-VS-A9UC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
HOXC10SNVMissense_Mutationnovelc.618N>Ap.Ser206Argp.S206RQ9NYD6protein_codingtolerated(0.51)benign(0.017)TCGA-A6-2672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
HOXC10SNVMissense_Mutationc.71N>Ap.Arg24Hisp.R24HQ9NYD6protein_codingtolerated(0.09)benign(0.099)TCGA-AZ-4615-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyxelodaPD
HOXC10SNVMissense_Mutationc.662C>Tp.Ala221Valp.A221VQ9NYD6protein_codingtolerated(0.28)benign(0.006)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
HOXC10SNVMissense_Mutationrs757985930c.151N>Tp.Pro51Serp.P51SQ9NYD6protein_codingtolerated(0.08)probably_damaging(0.968)TCGA-CM-4743-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapycapecitabineSD
HOXC10SNVMissense_Mutationc.359N>Tp.Ala120Valp.A120VQ9NYD6protein_codingtolerated(0.13)benign(0.114)TCGA-CM-4743-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapycapecitabineSD
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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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