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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: HENMT1

Gene summary for HENMT1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HENMT1

Gene ID

113802

Gene nameHEN methyltransferase 1
Gene AliasC1orf59
Cytomap1p13.3
Gene Typeprotein-coding
GO ID

GO:0001510

UniProtAcc

Q5T8I9


Top

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
113802HENMT1LZE7THumanEsophagusESCC8.12e-053.68e-010.0667
113802HENMT1LZE24THumanEsophagusESCC4.17e-102.89e-010.0596
113802HENMT1P2T-EHumanEsophagusESCC4.33e-051.61e-010.1177
113802HENMT1P4T-EHumanEsophagusESCC6.04e-051.35e-010.1323
113802HENMT1P5T-EHumanEsophagusESCC2.24e-071.41e-010.1327
113802HENMT1P8T-EHumanEsophagusESCC9.58e-051.22e-010.0889
113802HENMT1P9T-EHumanEsophagusESCC2.28e-029.98e-020.1131
113802HENMT1P10T-EHumanEsophagusESCC7.80e-172.89e-010.116
113802HENMT1P12T-EHumanEsophagusESCC7.59e-071.89e-010.1122
113802HENMT1P19T-EHumanEsophagusESCC4.17e-023.30e-010.1662
113802HENMT1P20T-EHumanEsophagusESCC3.67e-143.15e-010.1124
113802HENMT1P21T-EHumanEsophagusESCC2.61e-082.13e-010.1617
113802HENMT1P23T-EHumanEsophagusESCC1.50e-194.82e-010.108
113802HENMT1P27T-EHumanEsophagusESCC7.52e-112.13e-010.1055
113802HENMT1P30T-EHumanEsophagusESCC4.54e-051.74e-010.137
113802HENMT1P31T-EHumanEsophagusESCC1.74e-152.93e-010.1251
113802HENMT1P32T-EHumanEsophagusESCC4.10e-061.77e-010.1666
113802HENMT1P37T-EHumanEsophagusESCC2.69e-051.69e-010.1371
113802HENMT1P39T-EHumanEsophagusESCC4.60e-051.04e-010.0894
113802HENMT1P52T-EHumanEsophagusESCC3.65e-028.41e-020.1555
Page: 1 2 3 

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
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:003466012EsophagusESCCncRNA metabolic process346/8552485/187234.35e-312.51e-28346
GO:00434143EsophagusESCCmacromolecule methylation199/8552316/187233.44e-109.57e-09199
GO:00322592EsophagusESCCmethylation222/8552364/187232.26e-095.09e-08222
GO:00094512EsophagusESCCRNA modification114/8552167/187232.76e-096.04e-08114
GO:00015101EsophagusESCCRNA methylation58/855283/187236.87e-066.94e-0558
GO:00310508EsophagusESCCdsRNA processing38/855254/187232.08e-041.31e-0338
GO:00709188EsophagusESCCproduction of small RNA involved in gene silencing by RNA38/855254/187232.08e-041.31e-0338
GO:00346601LiverHCCncRNA metabolic process332/7958485/187231.48e-317.80e-29332
GO:00434141LiverHCCmacromolecule methylation183/7958316/187232.00e-084.72e-07183
GO:0032259LiverHCCmethylation206/7958364/187233.35e-087.53e-07206
GO:0009451LiverHCCRNA modification101/7958167/187232.02e-062.78e-05101
GO:003105021LiverHCCdsRNA processing38/795854/187233.15e-053.21e-0438
GO:007091821LiverHCCproduction of small RNA involved in gene silencing by RNA38/795854/187233.15e-053.21e-0438
GO:0001510LiverHCCRNA methylation53/795883/187236.96e-056.29e-0453
GO:0016246LiverHCCRNA interference10/795813/187231.28e-024.61e-0210
GO:00346605Oral cavityOSCCncRNA metabolic process296/7305485/187232.94e-236.65e-21296
GO:00094511Oral cavityOSCCRNA modification95/7305167/187232.05e-062.62e-0595
GO:00434142Oral cavityOSCCmacromolecule methylation149/7305316/187231.82e-038.60e-03149
GO:00322591Oral cavityOSCCmethylation168/7305364/187233.03e-031.31e-02168
GO:00310507Oral cavityOSCCdsRNA processing31/730554/187234.66e-031.87e-0231
Page: 1 2 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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
∗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.
Page: 1 

Top

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
HENMT1SNVMissense_Mutationrs374377766c.1061G>Ap.Arg354Hisp.R354HQ5T8I9protein_codingtolerated(0.51)benign(0.003)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HENMT1SNVMissense_Mutationnovelc.850G>Ap.Val284Metp.V284MQ5T8I9protein_codingtolerated(0.16)benign(0.05)TCGA-DS-A1OC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapygemcitabineSD
HENMT1SNVMissense_Mutationnovelc.849A>Cp.Arg283Serp.R283SQ5T8I9protein_codingdeleterious(0.01)benign(0.13)TCGA-DS-A1OC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapygemcitabineSD
HENMT1SNVMissense_Mutationc.59C>Tp.Pro20Leup.P20LQ5T8I9protein_codingtolerated(0.37)benign(0.003)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
HENMT1SNVMissense_Mutationnovelc.355N>Tp.Asp119Tyrp.D119YQ5T8I9protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
HENMT1SNVMissense_Mutationrs773137441c.868C>Tp.Arg290Trpp.R290WQ5T8I9protein_codingtolerated(0.16)benign(0.118)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
HENMT1SNVMissense_Mutationnovelc.471G>Tp.Met157Ilep.M157IQ5T8I9protein_codingtolerated(0.28)benign(0.021)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
HENMT1SNVMissense_Mutationrs770299698c.890N>Ap.Arg297Glnp.R297QQ5T8I9protein_codingtolerated(0.32)benign(0)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
HENMT1SNVMissense_Mutationnovelc.866N>Tp.Arg289Metp.R289MQ5T8I9protein_codingtolerated(0.26)benign(0.006)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
HENMT1SNVMissense_Mutationnovelc.121N>Cp.Asn41Hisp.N41HQ5T8I9protein_codingdeleterious(0)possibly_damaging(0.832)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
Page: 1 2 3 4 

Top

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
Page: 1