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: HNRNPH2

Gene summary for HNRNPH2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HNRNPH2

Gene ID

3188

Gene nameheterogeneous nuclear ribonucleoprotein H2
Gene AliasFTP3
CytomapXq22.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

P55795


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
3188HNRNPH2HTA11_78_2000001011HumanColorectumAD1.37e-031.70e-01-0.1088
3188HNRNPH2HTA11_347_2000001011HumanColorectumAD3.85e-072.55e-01-0.1954
3188HNRNPH2HTA11_866_3004761011HumanColorectumAD3.70e-083.09e-010.096
3188HNRNPH2HTA11_7663_2000001011HumanColorectumSER3.15e-022.99e-010.0131
3188HNRNPH2HTA11_6801_2000001011HumanColorectumSER2.60e-045.86e-010.0171
3188HNRNPH2HTA11_99999970781_79442HumanColorectumMSS1.95e-164.12e-010.294
3188HNRNPH2HTA11_99999965104_69814HumanColorectumMSS1.32e-053.04e-010.281
3188HNRNPH2HTA11_99999971662_82457HumanColorectumMSS5.05e-063.55e-010.3859
3188HNRNPH2HTA11_99999974143_84620HumanColorectumMSS2.59e-042.27e-010.3005
3188HNRNPH2LZE4THumanEsophagusESCC8.47e-205.50e-010.0811
3188HNRNPH2LZE7THumanEsophagusESCC5.31e-076.01e-010.0667
3188HNRNPH2LZE8THumanEsophagusESCC1.77e-082.60e-010.067
3188HNRNPH2LZE20THumanEsophagusESCC7.44e-123.95e-010.0662
3188HNRNPH2LZE22THumanEsophagusESCC6.98e-063.65e-010.068
3188HNRNPH2LZE24THumanEsophagusESCC1.39e-288.73e-010.0596
3188HNRNPH2LZE21THumanEsophagusESCC2.06e-034.48e-010.0655
3188HNRNPH2LZE6THumanEsophagusESCC1.77e-105.11e-010.0845
3188HNRNPH2P1T-EHumanEsophagusESCC4.45e-023.97e-010.0875
3188HNRNPH2P2T-EHumanEsophagusESCC2.46e-192.16e-010.1177
3188HNRNPH2P4T-EHumanEsophagusESCC1.01e-172.53e-010.1323
Page: 1 2 3 4 5 6 7 

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
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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid 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.

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:0008380ColorectumADRNA splicing169/3918434/187233.59e-182.04e-15169
GO:0043484ColorectumADregulation of RNA splicing70/3918148/187236.47e-131.16e-1070
GO:00083801ColorectumSERRNA splicing123/2897434/187233.84e-128.41e-10123
GO:00434841ColorectumSERregulation of RNA splicing49/2897148/187237.02e-084.49e-0649
GO:00083802ColorectumMSSRNA splicing159/3467434/187231.75e-191.22e-16159
GO:00434842ColorectumMSSregulation of RNA splicing66/3467148/187232.44e-135.25e-1166
GO:0008380111EsophagusESCCRNA splicing336/8552434/187231.74e-423.67e-39336
GO:0043484111EsophagusESCCregulation of RNA splicing116/8552148/187233.18e-162.38e-14116
GO:000838012LiverCirrhoticRNA splicing229/4634434/187239.13e-372.86e-33229
GO:004348412LiverCirrhoticregulation of RNA splicing85/4634148/187232.03e-172.83e-1585
GO:000838022LiverHCCRNA splicing313/7958434/187231.36e-361.73e-33313
GO:004348422LiverHCCregulation of RNA splicing113/7958148/187234.32e-174.15e-15113
GO:000838020Oral cavityOSCCRNA splicing308/7305434/187232.43e-427.70e-39308
GO:004348420Oral cavityOSCCregulation of RNA splicing108/7305148/187234.25e-173.69e-15108
GO:0008380110Oral cavityLPRNA splicing237/4623434/187231.82e-413.79e-38237
GO:0043484110Oral cavityLPregulation of RNA splicing81/4623148/187234.34e-155.79e-1381
GO:0008380112SkincSCCRNA splicing263/4864434/187232.45e-535.13e-50263
GO:004348429SkincSCCregulation of RNA splicing97/4864148/187234.66e-241.08e-2197
GO:004348430ThyroidHTregulation of RNA splicing46/1272148/187234.82e-196.71e-1646
GO:000838028ThyroidHTRNA splicing84/1272434/187231.23e-181.14e-1584
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
HNRNPH2SNVMissense_Mutationc.431N>Tp.Pro144Leup.P144LP55795protein_codingtolerated(0.11)benign(0.097)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
HNRNPH2SNVMissense_Mutationc.1329N>Ap.Asp443Glup.D443EP55795protein_codingtolerated_low_confidence(0.06)benign(0.092)TCGA-AO-A0J4-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
HNRNPH2SNVMissense_Mutationc.58N>Ap.Trp20Argp.W20RP55795protein_codingdeleterious(0.01)probably_damaging(1)TCGA-C8-A12L-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HNRNPH2SNVMissense_Mutationrs781979799c.97N>Ap.Asp33Asnp.D33NP55795protein_codingtolerated(0.1)benign(0.018)TCGA-D8-A4Z1-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
HNRNPH2SNVMissense_Mutationc.1243C>Ap.Gln415Lysp.Q415KP55795protein_codingtolerated(0.47)benign(0.026)TCGA-E2-A14P-01Breastbreast invasive carcinomaFemale>=65III/IVTargeted Molecular therapytrastuzumabSD
HNRNPH2SNVMissense_Mutationc.629N>Tp.Tyr210Phep.Y210FP55795protein_codingdeleterious(0.02)possibly_damaging(0.515)TCGA-LL-A441-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
HNRNPH2SNVMissense_Mutationnovelc.436G>Ap.Asp146Asnp.D146NP55795protein_codingdeleterious(0.03)probably_damaging(0.991)TCGA-PL-A8LZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapypaclitaxelSD
HNRNPH2SNVMissense_Mutationrs886039764c.617N>Ap.Arg206Glnp.R206QP55795protein_codingtolerated(0.09)benign(0.025)TCGA-WL-A834-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapypaclitaxelSD
HNRNPH2SNVMissense_Mutationc.875N>Gp.His292Argp.H292RP55795protein_codingtolerated(0.07)benign(0.176)TCGA-DM-A1HB-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
HNRNPH2SNVMissense_Mutationc.733N>Cp.Asp245Hisp.D245HP55795protein_codingtolerated(0.11)benign(0.014)TCGA-EI-6885-01Colorectumrectum adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinum+5-fuPD
Page: 1 2 3 4 5 6 7 

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
3188HNRNPH2NAmigalastatMIGALASTAT
Page: 1