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: HNRNPD

Gene summary for HNRNPD

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HNRNPD

Gene ID

3184

Gene nameheterogeneous nuclear ribonucleoprotein D
Gene AliasAUF1
Cytomap4q21.22
Gene Typeprotein-coding
GO ID

GO:0000723

UniProtAcc

Q14103


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
3184HNRNPDHTA11_3410_2000001011HumanColorectumAD2.14e-08-3.02e-010.0155
3184HNRNPDHTA11_347_2000001011HumanColorectumAD1.61e-044.65e-01-0.1954
3184HNRNPDHTA11_6801_2000001011HumanColorectumSER1.92e-037.94e-010.0171
3184HNRNPDHTA11_99999970781_79442HumanColorectumMSS5.24e-055.56e-010.294
3184HNRNPDHTA11_99999965062_69753HumanColorectumMSI-H5.75e-071.11e+000.3487
3184HNRNPDA001-C-207HumanColorectumFAP9.77e-03-4.71e-030.1278
3184HNRNPDA015-C-203HumanColorectumFAP1.47e-33-3.58e-01-0.1294
3184HNRNPDA015-C-204HumanColorectumFAP2.08e-07-3.21e-01-0.0228
3184HNRNPDA014-C-040HumanColorectumFAP1.81e-06-4.96e-01-0.1184
3184HNRNPDA002-C-201HumanColorectumFAP6.86e-17-3.51e-010.0324
3184HNRNPDA002-C-203HumanColorectumFAP1.33e-05-2.20e-010.2786
3184HNRNPDA001-C-119HumanColorectumFAP5.71e-05-2.05e-01-0.1557
3184HNRNPDA001-C-108HumanColorectumFAP6.57e-16-2.46e-02-0.0272
3184HNRNPDA002-C-205HumanColorectumFAP2.35e-22-1.28e-01-0.1236
3184HNRNPDA001-C-104HumanColorectumFAP2.70e-032.69e-020.0184
3184HNRNPDA015-C-005HumanColorectumFAP3.46e-02-8.34e-02-0.0336
3184HNRNPDA015-C-006HumanColorectumFAP1.53e-17-2.17e-01-0.0994
3184HNRNPDA015-C-106HumanColorectumFAP1.11e-19-3.13e-01-0.0511
3184HNRNPDA002-C-114HumanColorectumFAP3.20e-20-2.67e-01-0.1561
3184HNRNPDA015-C-104HumanColorectumFAP7.55e-35-1.35e-01-0.1899
Page: 1 2 3 4 5 6 7 8 9 10 11 12 

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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:004670016Oral cavityLPheterocycle catabolic process168/4623445/187234.35e-102.20e-08168
GO:0006417110Oral cavityLPregulation of translation175/4623468/187234.49e-102.22e-08175
GO:0034250110Oral cavityLPpositive regulation of cellular amide metabolic process76/4623162/187236.11e-102.97e-0876
GO:0009895110Oral cavityLPnegative regulation of catabolic process128/4623320/187238.36e-103.91e-08128
GO:190136116Oral cavityLPorganic cyclic compound catabolic process180/4623495/187233.11e-091.35e-07180
GO:0031330110Oral cavityLPnegative regulation of cellular catabolic process107/4623262/187235.25e-092.16e-07107
GO:000640219Oral cavityLPmRNA catabolic process97/4623232/187236.51e-092.65e-0797
GO:000072317Oral cavityLPtelomere maintenance59/4623131/187232.88e-078.56e-0659
GO:1901654110Oral cavityLPresponse to ketone78/4623194/187231.24e-063.03e-0578
GO:000188919Oral cavityLPliver development62/4623147/187232.32e-065.14e-0562
GO:0048732110Oral cavityLPgland development149/4623436/187234.51e-069.17e-05149
GO:006100819Oral cavityLPhepaticobiliary system development62/4623150/187235.13e-061.03e-0462
GO:190331315Oral cavityLPpositive regulation of mRNA metabolic process51/4623118/187237.73e-061.46e-0451
GO:007189715Oral cavityLPDNA biosynthetic process71/4623180/187238.04e-061.52e-0471
GO:1903312110Oral cavityLPnegative regulation of mRNA metabolic process42/462392/187239.38e-061.75e-0442
GO:005105213Oral cavityLPregulation of DNA metabolic process125/4623359/187239.43e-061.75e-04125
GO:005105415Oral cavityLPpositive regulation of DNA metabolic process77/4623201/187231.20e-052.15e-0477
GO:200027818Oral cavityLPregulation of DNA biosynthetic process45/4623106/187234.42e-056.30e-0445
GO:003220415Oral cavityLPregulation of telomere maintenance36/462380/187235.80e-057.94e-0436
GO:003304415Oral cavityLPregulation of chromosome organization70/4623187/187236.89e-059.22e-0470
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 

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
HNRNPDSNVMissense_Mutationnovelc.103C>Ap.Gln35Lysp.Q35KQ14103protein_codingtolerated_low_confidence(0.51)benign(0)TCGA-A8-A07G-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilCR
HNRNPDSNVMissense_Mutationc.995N>Gp.Tyr332Cysp.Y332CQ14103protein_codingtolerated(0.05)probably_damaging(0.926)TCGA-BH-A0B8-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
HNRNPDSNVMissense_Mutationnovelc.766G>Tp.Val256Leup.V256LQ14103protein_codingtolerated(0.06)benign(0.05)TCGA-BH-A0BG-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HNRNPDSNVMissense_Mutationnovelc.757N>Ap.Glu253Lysp.E253KQ14103protein_codingdeleterious(0.04)possibly_damaging(0.842)TCGA-D8-A1Y1-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenPD
HNRNPDinsertionFrame_Shift_Insnovelc.793_794insTp.Gln265LeufsTer8p.Q265Lfs*8Q14103protein_codingTCGA-VS-A9UD-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
HNRNPDSNVMissense_Mutationc.1052G>Ap.Ser351Asnp.S351NQ14103protein_codingtolerated(1)possibly_damaging(0.878)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
HNRNPDSNVMissense_Mutationnovelc.565N>Ap.Leu189Ilep.L189IQ14103protein_codingdeleterious(0.01)possibly_damaging(0.759)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
HNRNPDSNVMissense_Mutationc.528N>Cp.Lys176Asnp.K176NQ14103protein_codingdeleterious(0.02)possibly_damaging(0.824)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
HNRNPDSNVMissense_Mutationc.526A>Cp.Lys176Glnp.K176QQ14103protein_codingtolerated(0.05)benign(0.254)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
HNRNPDSNVMissense_Mutationc.464N>Cp.Met155Thrp.M155TQ14103protein_codingdeleterious(0.01)benign(0.138)TCGA-CM-5861-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownPD
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