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: PSPH

Gene summary for PSPH

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PSPH

Gene ID

5723

Gene namephosphoserine phosphatase
Gene AliasPSP
Cytomap7p11.2
Gene Typeprotein-coding
GO ID

GO:0001701

UniProtAcc

A0A024RDL3


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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
5723PSPHLZE4THumanEsophagusESCC5.36e-042.05e-010.0811
5723PSPHLZE24THumanEsophagusESCC8.43e-031.15e-010.0596
5723PSPHLZE6THumanEsophagusESCC2.32e-031.92e-010.0845
5723PSPHP1T-EHumanEsophagusESCC8.59e-062.32e-010.0875
5723PSPHP2T-EHumanEsophagusESCC1.13e-481.02e+000.1177
5723PSPHP4T-EHumanEsophagusESCC3.15e-296.78e-010.1323
5723PSPHP5T-EHumanEsophagusESCC1.17e-078.93e-020.1327
5723PSPHP8T-EHumanEsophagusESCC6.78e-071.58e-010.0889
5723PSPHP9T-EHumanEsophagusESCC1.54e-061.21e-010.1131
5723PSPHP10T-EHumanEsophagusESCC1.55e-224.08e-010.116
5723PSPHP12T-EHumanEsophagusESCC7.82e-244.52e-010.1122
5723PSPHP15T-EHumanEsophagusESCC1.04e-154.35e-010.1149
5723PSPHP16T-EHumanEsophagusESCC1.45e-366.48e-010.1153
5723PSPHP17T-EHumanEsophagusESCC3.17e-021.63e-010.1278
5723PSPHP19T-EHumanEsophagusESCC3.41e-044.63e-010.1662
5723PSPHP20T-EHumanEsophagusESCC4.30e-091.44e-010.1124
5723PSPHP21T-EHumanEsophagusESCC4.60e-163.52e-010.1617
5723PSPHP22T-EHumanEsophagusESCC3.69e-193.62e-010.1236
5723PSPHP23T-EHumanEsophagusESCC6.12e-184.93e-010.108
5723PSPHP24T-EHumanEsophagusESCC1.50e-131.51e-010.1287
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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
∗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:000170119EsophagusESCCin utero embryonic development243/8552367/187231.00e-156.86e-14243
GO:0031667111EsophagusESCCresponse to nutrient levels289/8552474/187239.25e-123.47e-10289
GO:001631110EsophagusESCCdephosphorylation251/8552417/187231.26e-092.99e-08251
GO:1901654111EsophagusESCCresponse to ketone118/8552194/187231.45e-051.31e-04118
GO:00086525EsophagusESCCcellular amino acid biosynthetic process51/855276/187231.30e-048.88e-0451
GO:00463948EsophagusESCCcarboxylic acid biosynthetic process175/8552314/187231.98e-041.26e-03175
GO:00160538EsophagusESCCorganic acid biosynthetic process175/8552316/187233.04e-041.82e-03175
GO:000961216EsophagusESCCresponse to mechanical stimulus124/8552216/187233.30e-041.94e-03124
GO:19016075EsophagusESCCalpha-amino acid biosynthetic process45/855268/187235.13e-042.84e-0345
GO:003357415EsophagusESCCresponse to testosterone29/855242/187231.87e-038.46e-0329
GO:001605321LiverHCCorganic acid biosynthetic process200/7958316/187235.24e-143.22e-12200
GO:004639421LiverHCCcarboxylic acid biosynthetic process198/7958314/187231.19e-136.78e-12198
GO:003166722LiverHCCresponse to nutrient levels276/7958474/187232.30e-121.08e-10276
GO:00086522LiverHCCcellular amino acid biosynthetic process58/795876/187231.98e-095.63e-0858
GO:19016052LiverHCCalpha-amino acid metabolic process124/7958195/187232.07e-095.79e-08124
GO:19016072LiverHCCalpha-amino acid biosynthetic process53/795868/187232.62e-097.16e-0853
GO:00065202LiverHCCcellular amino acid metabolic process167/7958284/187231.91e-084.56e-07167
GO:190165422LiverHCCresponse to ketone119/7958194/187238.65e-081.72e-06119
GO:001631121LiverHCCdephosphorylation230/7958417/187231.00e-071.96e-06230
GO:000170111LiverHCCin utero embryonic development204/7958367/187232.44e-074.30e-06204
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0120023EsophagusESCCCarbon metabolism79/4205115/84652.50e-051.21e-046.22e-0579
hsa0123023EsophagusESCCBiosynthesis of amino acids49/420575/84654.35e-031.12e-025.74e-0349
hsa0120033EsophagusESCCCarbon metabolism79/4205115/84652.50e-051.21e-046.22e-0579
hsa0123033EsophagusESCCBiosynthesis of amino acids49/420575/84654.35e-031.12e-025.74e-0349
hsa0120041LiverHCCCarbon metabolism89/4020115/84653.92e-116.56e-103.65e-1089
hsa0123021LiverHCCBiosynthesis of amino acids53/402075/84653.79e-052.11e-041.18e-0453
hsa002602LiverHCCGlycine, serine and threonine metabolism28/402040/84653.28e-031.07e-025.93e-0328
hsa0120051LiverHCCCarbon metabolism89/4020115/84653.92e-116.56e-103.65e-1089
hsa0123031LiverHCCBiosynthesis of amino acids53/402075/84653.79e-052.11e-041.18e-0453
hsa002603LiverHCCGlycine, serine and threonine metabolism28/402040/84653.28e-031.07e-025.93e-0328
hsa0120014Oral cavityOSCCCarbon metabolism74/3704115/84656.10e-063.05e-051.55e-0574
hsa012305Oral cavityOSCCBiosynthesis of amino acids45/370475/84653.27e-038.23e-034.19e-0345
hsa0120015Oral cavityOSCCCarbon metabolism74/3704115/84656.10e-063.05e-051.55e-0574
hsa0123012Oral cavityOSCCBiosynthesis of amino acids45/370475/84653.27e-038.23e-034.19e-0345
hsa0120022Oral cavityLPCarbon metabolism62/2418115/84658.38e-091.39e-078.99e-0862
hsa0123022Oral cavityLPBiosynthesis of amino acids36/241875/84652.68e-041.51e-039.74e-0436
hsa0120032Oral cavityLPCarbon metabolism62/2418115/84658.38e-091.39e-078.99e-0862
hsa0123032Oral cavityLPBiosynthesis of amino acids36/241875/84652.68e-041.51e-039.74e-0436
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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
PSPHSNVMissense_Mutationnovelc.161N>Tp.Gly54Valp.G54VP78330protein_codingdeleterious(0)probably_damaging(0.997)TCGA-EW-A6SB-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PSPHSNVMissense_Mutationc.547N>Ap.Asp183Asnp.D183NP78330protein_codingdeleterious(0)probably_damaging(0.987)TCGA-DS-A0VM-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
PSPHSNVMissense_Mutationrs201419960c.128C>Tp.Ala43Valp.A43VP78330protein_codingtolerated(0.07)benign(0.062)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
PSPHSNVMissense_Mutationc.184C>Gp.Leu62Valp.L62VP78330protein_codingdeleterious(0.02)possibly_damaging(0.618)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
PSPHSNVMissense_Mutationnovelc.522A>Gp.Ile174Metp.I174MP78330protein_codingtolerated(0.2)benign(0.227)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
PSPHSNVMissense_Mutationnovelc.170C>Ap.Pro57Hisp.P57HP78330protein_codingtolerated(0.12)possibly_damaging(0.666)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
PSPHSNVMissense_Mutationc.547G>Tp.Asp183Tyrp.D183YP78330protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PSPHSNVMissense_Mutationrs763503885c.182N>Tp.Ala61Valp.A61VP78330protein_codingdeleterious(0)possibly_damaging(0.503)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
PSPHSNVMissense_Mutationc.53N>Ap.Cys18Tyrp.C18YP78330protein_codingdeleterious(0)probably_damaging(0.986)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
PSPHSNVMissense_Mutationnovelc.160G>Ap.Gly54Argp.G54RP78330protein_codingdeleterious(0.02)probably_damaging(0.962)TCGA-E6-A2P9-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
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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
5723PSPHENZYMEl-methionineMETHIONINE24651765
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