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: PSTPIP2

Gene summary for PSTPIP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PSTPIP2

Gene ID

9050

Gene nameproline-serine-threonine phosphatase interacting protein 2
Gene AliasMAYP
Cytomap18q21.1
Gene Typeprotein-coding
GO ID

GO:0006928

UniProtAcc

A0A0S2Z4R2


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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
9050PSTPIP2LZE4THumanEsophagusESCC1.17e-022.81e-020.0811
9050PSTPIP2LZE7THumanEsophagusESCC5.67e-075.17e-010.0667
9050PSTPIP2LZE24THumanEsophagusESCC1.84e-028.18e-020.0596
9050PSTPIP2P1T-EHumanEsophagusESCC2.39e-032.35e-010.0875
9050PSTPIP2P2T-EHumanEsophagusESCC3.68e-581.09e+000.1177
9050PSTPIP2P4T-EHumanEsophagusESCC9.75e-102.25e-010.1323
9050PSTPIP2P5T-EHumanEsophagusESCC3.86e-224.27e-010.1327
9050PSTPIP2P8T-EHumanEsophagusESCC4.03e-085.44e-020.0889
9050PSTPIP2P9T-EHumanEsophagusESCC6.35e-184.24e-010.1131
9050PSTPIP2P11T-EHumanEsophagusESCC1.33e-062.47e-010.1426
9050PSTPIP2P12T-EHumanEsophagusESCC3.01e-153.17e-010.1122
9050PSTPIP2P16T-EHumanEsophagusESCC1.59e-152.32e-010.1153
9050PSTPIP2P17T-EHumanEsophagusESCC2.45e-033.26e-010.1278
9050PSTPIP2P21T-EHumanEsophagusESCC2.01e-051.42e-010.1617
9050PSTPIP2P22T-EHumanEsophagusESCC5.49e-078.39e-020.1236
9050PSTPIP2P23T-EHumanEsophagusESCC2.64e-184.42e-010.108
9050PSTPIP2P24T-EHumanEsophagusESCC2.04e-072.42e-010.1287
9050PSTPIP2P26T-EHumanEsophagusESCC3.61e-245.56e-010.1276
9050PSTPIP2P30T-EHumanEsophagusESCC1.19e-021.68e-010.137
9050PSTPIP2P31T-EHumanEsophagusESCC5.27e-112.58e-010.1251
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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
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:0051258111EsophagusESCCprotein polymerization183/8552297/187231.94e-083.75e-07183
GO:000701527EsophagusESCCactin filament organization259/8552442/187232.37e-084.50e-07259
GO:000815420EsophagusESCCactin polymerization or depolymerization130/8552218/187232.19e-051.88e-04130
GO:0030041110EsophagusESCCactin filament polymerization114/8552191/187236.46e-054.92e-04114
GO:005125820Oral cavityOSCCprotein polymerization169/7305297/187232.57e-107.17e-09169
GO:000701520Oral cavityOSCCactin filament organization230/7305442/187231.37e-082.77e-07230
GO:000815418Oral cavityOSCCactin polymerization or depolymerization117/7305218/187237.38e-068.04e-05117
GO:003004118Oral cavityOSCCactin filament polymerization103/7305191/187231.94e-051.87e-04103
GO:000701526Oral cavityEOLPactin filament organization102/2218442/187231.61e-112.48e-09102
GO:005125825Oral cavityEOLPprotein polymerization74/2218297/187232.65e-102.45e-0874
GO:000815424Oral cavityEOLPactin polymerization or depolymerization53/2218218/187232.08e-076.55e-0653
GO:003004123Oral cavityEOLPactin filament polymerization48/2218191/187232.68e-078.16e-0648
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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
PSTPIP2SNVMissense_Mutationrs769993373c.925N>Ap.Gly309Argp.G309RQ9H939protein_codingdeleterious(0.03)possibly_damaging(0.88)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PSTPIP2SNVMissense_Mutationc.82N>Gp.Leu28Valp.L28VQ9H939protein_codingdeleterious(0)probably_damaging(0.953)TCGA-C5-A1BQ-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
PSTPIP2SNVMissense_Mutationc.82C>Gp.Leu28Valp.L28VQ9H939protein_codingdeleterious(0)probably_damaging(0.953)TCGA-C5-A3HL-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
PSTPIP2SNVMissense_Mutationc.512A>Gp.Glu171Glyp.E171GQ9H939protein_codingdeleterious(0)possibly_damaging(0.907)TCGA-HG-A2PA-01Cervixcervical & endocervical cancerFemale<65I/IIUnspecificTaxolPD
PSTPIP2SNVMissense_Mutationrs199673954c.547N>Ap.Ala183Thrp.A183TQ9H939protein_codingtolerated(0.21)benign(0.015)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
PSTPIP2SNVMissense_Mutationnovelc.658N>Ap.Glu220Lysp.E220KQ9H939protein_codingdeleterious(0.02)benign(0.147)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
PSTPIP2SNVMissense_Mutationnovelc.661N>Ap.Cys221Serp.C221SQ9H939protein_codingtolerated(0.47)benign(0.003)TCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
PSTPIP2SNVMissense_Mutationc.748N>Ap.Glu250Lysp.E250KQ9H939protein_codingdeleterious(0)possibly_damaging(0.536)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
PSTPIP2SNVMissense_Mutationc.92N>Ap.Gly31Aspp.G31DQ9H939protein_codingdeleterious(0)probably_damaging(1)TCGA-CM-5861-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownPD
PSTPIP2SNVMissense_Mutationc.971C>Ap.Ser324Tyrp.S324YQ9H939protein_codingdeleterious(0)possibly_damaging(0.525)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<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
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