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: PDE7A

Gene summary for PDE7A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PDE7A

Gene ID

5150

Gene namephosphodiesterase 7A
Gene AliasHCP1
Cytomap8q13.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q13946


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
5150PDE7ACA_HPV_1HumanCervixCC4.05e-02-1.84e-020.0264
5150PDE7ACCI_2HumanCervixCC2.05e-028.58e-010.5249
5150PDE7ACCI_3HumanCervixCC2.37e-067.05e-010.516
5150PDE7ALZE5THumanEsophagusESCC6.86e-041.99e-010.0514
5150PDE7ALZE8THumanEsophagusESCC1.41e-031.26e-010.067
5150PDE7ALZE20THumanEsophagusESCC3.69e-021.01e-010.0662
5150PDE7ALZE24THumanEsophagusESCC1.35e-079.70e-020.0596
5150PDE7ALZE6THumanEsophagusESCC1.64e-021.51e-010.0845
5150PDE7AP1T-EHumanEsophagusESCC4.98e-031.51e-010.0875
5150PDE7AP2T-EHumanEsophagusESCC1.78e-315.13e-010.1177
5150PDE7AP4T-EHumanEsophagusESCC9.35e-141.89e-010.1323
5150PDE7AP5T-EHumanEsophagusESCC6.28e-084.43e-020.1327
5150PDE7AP8T-EHumanEsophagusESCC1.82e-081.18e-010.0889
5150PDE7AP9T-EHumanEsophagusESCC8.64e-034.14e-020.1131
5150PDE7AP10T-EHumanEsophagusESCC2.46e-203.25e-010.116
5150PDE7AP11T-EHumanEsophagusESCC3.08e-104.13e-010.1426
5150PDE7AP12T-EHumanEsophagusESCC5.51e-163.05e-010.1122
5150PDE7AP15T-EHumanEsophagusESCC1.67e-031.34e-010.1149
5150PDE7AP16T-EHumanEsophagusESCC4.27e-254.54e-010.1153
5150PDE7AP20T-EHumanEsophagusESCC6.57e-088.74e-020.1124
Page: 1 2 3 4 5 6 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
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:00467008CervixCCheterocycle catabolic process80/2311445/187233.23e-043.42e-0380
GO:00346559CervixCCnucleobase-containing compound catabolic process74/2311407/187233.77e-043.88e-0374
GO:00196939CervixCCribose phosphate metabolic process72/2311396/187234.49e-044.48e-0372
GO:00092599CervixCCribonucleotide metabolic process70/2311385/187235.35e-045.18e-0370
GO:00442709CervixCCcellular nitrogen compound catabolic process79/2311451/187237.80e-046.91e-0379
GO:000915010CervixCCpurine ribonucleotide metabolic process66/2311368/187231.09e-039.07e-0366
GO:00194398CervixCCaromatic compound catabolic process79/2311467/187232.14e-031.54e-0279
GO:000616310CervixCCpurine nucleotide metabolic process67/2311396/187234.41e-032.69e-0267
GO:007252110CervixCCpurine-containing compound metabolic process69/2311416/187236.27e-033.54e-0269
GO:19013618CervixCCorganic cyclic compound catabolic process80/2311495/187236.77e-033.72e-0280
GO:000911710CervixCCnucleotide metabolic process79/2311489/187237.16e-033.85e-0279
GO:0034655110EsophagusESCCnucleobase-containing compound catabolic process272/8552407/187232.92e-182.90e-16272
GO:004670018EsophagusESCCheterocycle catabolic process286/8552445/187231.12e-157.47e-14286
GO:004427019EsophagusESCCcellular nitrogen compound catabolic process288/8552451/187233.03e-151.79e-13288
GO:001943918EsophagusESCCaromatic compound catabolic process295/8552467/187231.09e-145.98e-13295
GO:190136118EsophagusESCCorganic cyclic compound catabolic process307/8552495/187239.99e-144.80e-12307
GO:0006753110EsophagusESCCnucleoside phosphate metabolic process288/8552497/187231.80e-083.50e-07288
GO:0019693111EsophagusESCCribose phosphate metabolic process234/8552396/187234.24e-087.76e-07234
GO:0009117111EsophagusESCCnucleotide metabolic process282/8552489/187234.70e-088.50e-07282
GO:0009259111EsophagusESCCribonucleotide metabolic process224/8552385/187234.41e-076.00e-06224
Page: 1 2 3 4 5 6 

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
PDE7ASNVMissense_Mutationnovelc.84C>Ap.Ser28Argp.S28RQ13946protein_codingdeleterious(0.01)benign(0)TCGA-BH-A0BT-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
PDE7ASNVMissense_Mutationnovelc.628C>Ap.Pro210Thrp.P210TQ13946protein_codingdeleterious(0)probably_damaging(0.999)TCGA-S3-AA17-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyanastrozoleSD
PDE7ASNVMissense_Mutationrs372221056c.974N>Ap.Arg325Hisp.R325HQ13946protein_codingdeleterious(0)probably_damaging(0.913)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PDE7ASNVMissense_Mutationc.324N>Gp.Ile108Metp.I108MQ13946protein_codingtolerated(0.07)benign(0.028)TCGA-C5-A2LZ-01Cervixcervical & endocervical cancerFemale>=65III/IVUnknownUnknownPD
PDE7ASNVMissense_Mutationnovelc.1074N>Cp.Leu358Phep.L358FQ13946protein_codingdeleterious(0)probably_damaging(1)TCGA-C5-A8YQ-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
PDE7ASNVMissense_Mutationc.1396N>Ap.Ala466Thrp.A466TQ13946protein_codingtolerated(0.48)benign(0)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
PDE7ASNVMissense_Mutationc.556N>Cp.Tyr186Hisp.Y186HQ13946protein_codingtolerated(1)benign(0)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PDE7ASNVMissense_Mutationrs774612786c.208N>Tp.Arg70Cysp.R70CQ13946protein_codingdeleterious(0.01)possibly_damaging(0.88)TCGA-AA-3821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PDE7ASNVMissense_Mutationc.935N>Tp.Thr312Ilep.T312IQ13946protein_codingtolerated(0.13)benign(0.021)TCGA-CM-6674-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
PDE7ASNVMissense_Mutationc.103N>Gp.Leu35Valp.L35VQ13946protein_codingtolerated(0.06)possibly_damaging(0.899)TCGA-G4-6299-01Colorectumcolon adenocarcinomaMale>=65III/IVAncillaryleucovorinSD
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
5150PDE7AENZYME, DRUGGABLE GENOMEDYPHYLLINEDYPHYLLINE
5150PDE7AENZYME, DRUGGABLE GENOMEISOBUTYLMETHYLXANTHINEISOBUTYLMETHYLXANTHINE24239625
5150PDE7AENZYME, DRUGGABLE GENOMEDYPHYLLINEDYPHYLLINE
5150PDE7AENZYME, DRUGGABLE GENOMEinhibitorCHEMBL1200875FLAVOXATE HYDROCHLORIDE
5150PDE7AENZYME, DRUGGABLE GENOMEinhibitorCHEMBL628PENTOXIFYLLINE
5150PDE7AENZYME, DRUGGABLE GENOMEinhibitor178101846
5150PDE7AENZYME, DRUGGABLE GENOMEinhibitorCHEMBL932DIPYRIDAMOLE
5150PDE7AENZYME, DRUGGABLE GENOMEinhibitor315661236CRISABOROLE
Page: 1