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: PHF20

Gene summary for PHF20

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PHF20

Gene ID

51230

Gene namePHD finger protein 20
Gene AliasC20orf104
Cytomap20q11.22-q11.23
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9BVI0


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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
51230PHF20AEH-subject2HumanEndometriumAEH3.91e-053.04e-03-0.2525
51230PHF20EEC-subject1HumanEndometriumEEC6.03e-041.04e-01-0.2682
51230PHF20EEC-subject3HumanEndometriumEEC5.94e-082.21e-02-0.2525
51230PHF20GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC3.37e-15-8.38e-02-0.1869
51230PHF20GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC2.34e-17-1.71e-01-0.1875
51230PHF20GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC1.83e-18-1.37e-01-0.1883
51230PHF20GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC1.03e-14-1.01e-01-0.1934
51230PHF20GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC9.25e-24-8.07e-02-0.1917
51230PHF20GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC2.09e-21-1.40e-01-0.1916
51230PHF20GSM6177623_NYU_UCEC3_VisHumanEndometriumEEC4.76e-04-1.04e-01-0.1269
51230PHF20LZE2THumanEsophagusESCC4.64e-021.70e-010.082
51230PHF20LZE4THumanEsophagusESCC1.19e-265.85e-010.0811
51230PHF20LZE5THumanEsophagusESCC1.67e-025.99e-010.0514
51230PHF20LZE7THumanEsophagusESCC6.81e-146.96e-010.0667
51230PHF20LZE8THumanEsophagusESCC7.21e-082.09e-010.067
51230PHF20LZE20THumanEsophagusESCC1.16e-102.71e-010.0662
51230PHF20LZE22D1HumanEsophagusHGIN6.53e-031.54e-010.0595
51230PHF20LZE22THumanEsophagusESCC4.25e-114.70e-010.068
51230PHF20LZE24THumanEsophagusESCC3.02e-268.74e-010.0596
51230PHF20LZE21THumanEsophagusESCC1.09e-051.16e-010.0655
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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
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.

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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:0043967LiverCirrhotichistone H4 acetylation31/463467/187231.03e-041.06e-0331
GO:001657021LiverHCChistone modification283/7958463/187232.68e-162.33e-14283
GO:00182052LiverHCCpeptidyl-lysine modification230/7958376/187231.51e-138.32e-12230
GO:00064732LiverHCCprotein acetylation135/7958201/187231.20e-125.92e-11135
GO:00435432LiverHCCprotein acylation157/7958243/187232.40e-121.12e-10157
GO:00183942LiverHCCpeptidyl-lysine acetylation116/7958169/187235.11e-122.23e-10116
GO:00064752LiverHCCinternal protein amino acid acetylation107/7958160/187233.77e-101.23e-08107
GO:00183932LiverHCCinternal peptidyl-lysine acetylation105/7958158/187239.48e-102.90e-08105
GO:00165732LiverHCChistone acetylation101/7958152/187231.99e-095.63e-08101
GO:00439671LiverHCChistone H4 acetylation50/795867/187239.14e-081.82e-0650
GO:0043984LiverHCChistone H4-K16 acetylation16/795820/187237.15e-044.37e-0316
GO:00165704LungIAChistone modification93/2061463/187235.41e-098.03e-0793
GO:00182053LungIACpeptidyl-lysine modification62/2061376/187237.55e-049.82e-0362
GO:001657012LungAIShistone modification81/1849463/187232.30e-072.16e-0581
GO:00165707Oral cavityOSCChistone modification270/7305463/187231.59e-171.50e-15270
GO:00182056Oral cavityOSCCpeptidyl-lysine modification216/7305376/187232.32e-131.16e-11216
GO:00435434Oral cavityOSCCprotein acylation149/7305243/187231.33e-125.80e-11149
GO:00183944Oral cavityOSCCpeptidyl-lysine acetylation108/7305169/187234.55e-111.45e-09108
GO:00064734Oral cavityOSCCprotein acetylation124/7305201/187235.59e-111.74e-09124
GO:00165734Oral cavityOSCChistone acetylation96/7305152/187231.35e-093.29e-0896
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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
∗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
PHF20SNVMissense_Mutationrs780164709c.1271C>Tp.Ser424Leup.S424LQ9BVI0protein_codingdeleterious(0.01)benign(0.122)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
PHF20SNVMissense_Mutationc.2249A>Tp.Gln750Leup.Q750LQ9BVI0protein_codingtolerated(0.1)possibly_damaging(0.728)TCGA-B6-A0X0-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PHF20SNVMissense_Mutationc.1998G>Tp.Met666Ilep.M666IQ9BVI0protein_codingdeleterious(0)probably_damaging(0.977)TCGA-D8-A1XZ-01Breastbreast invasive carcinomaFemale>=65III/IVHormone Therapytamoxiphen+anastrozolumSD
PHF20SNVMissense_Mutationc.368N>Cp.Gly123Alap.G123AQ9BVI0protein_codingdeleterious(0)probably_damaging(0.997)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PHF20SNVMissense_Mutationnovelc.2945N>Tp.Pro982Leup.P982LQ9BVI0protein_codingdeleterious(0)probably_damaging(0.998)TCGA-S3-AA17-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyanastrozoleSD
PHF20insertionFrame_Shift_Insnovelc.319_320insTATCTATAATGGTCCTGCTGCTTTTGGATCTGACp.Thr108SerfsTer15p.T108Sfs*15Q9BVI0protein_codingTCGA-A8-A095-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
PHF20insertionIn_Frame_Insnovelc.189_190insACTGGCCGGGCACAGTGGTTCACCCTTGTAATCp.Pro63_Tyr64insThrGlyArgAlaGlnTrpPheThrLeuValIlep.P63_Y64insTGRAQWFTLVIQ9BVI0protein_codingTCGA-AO-A03R-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
PHF20insertionFrame_Shift_Insnovelc.2379_2380insGTGGTCTCCTp.Asn794ValfsTer4p.N794Vfs*4Q9BVI0protein_codingTCGA-AO-A0J5-01Breastbreast invasive carcinomaFemale<65III/IVOther, specify in notesBisphosphonatezoledronicPD
PHF20SNVMissense_Mutationrs200315522c.2600N>Tp.Ala867Valp.A867VQ9BVI0protein_codingdeleterious(0.04)benign(0.038)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PHF20SNVMissense_Mutationnovelc.2845N>Tp.Leu949Phep.L949FQ9BVI0protein_codingdeleterious(0.01)probably_damaging(0.975)TCGA-C5-A8XJ-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinSD
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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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