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: PPP1R14A

Gene summary for PPP1R14A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PPP1R14A

Gene ID

94274

Gene nameprotein phosphatase 1 regulatory inhibitor subunit 14A
Gene AliasCPI-17
Cytomap19q13.2
Gene Typeprotein-coding
GO ID

GO:0006793

UniProtAcc

Q96A00


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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
94274PPP1R14AAEH-subject1HumanEndometriumAEH4.08e-18-4.57e-01-0.3059
94274PPP1R14AAEH-subject2HumanEndometriumAEH2.14e-22-4.76e-01-0.2525
94274PPP1R14AAEH-subject3HumanEndometriumAEH1.87e-16-4.16e-01-0.2576
94274PPP1R14AAEH-subject4HumanEndometriumAEH1.52e-07-3.32e-01-0.2657
94274PPP1R14AAEH-subject5HumanEndometriumAEH1.94e-20-4.62e-01-0.2953
94274PPP1R14AEEC-subject1HumanEndometriumEEC8.58e-12-3.49e-01-0.2682
94274PPP1R14AEEC-subject2HumanEndometriumEEC3.20e-21-4.60e-01-0.2607
94274PPP1R14AEEC-subject3HumanEndometriumEEC3.40e-33-4.13e-01-0.2525
94274PPP1R14AEEC-subject4HumanEndometriumEEC1.12e-13-3.81e-01-0.2571
94274PPP1R14AEEC-subject5HumanEndometriumEEC1.21e-23-4.70e-01-0.249
94274PPP1R14AGSM5276934HumanEndometriumEEC2.23e-13-3.63e-01-0.0913
94274PPP1R14AGSM5276937HumanEndometriumEEC7.34e-15-4.24e-01-0.0897
94274PPP1R14AGSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC4.13e-22-4.90e-01-0.1869
94274PPP1R14AGSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC4.06e-20-4.84e-01-0.1875
94274PPP1R14AGSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC7.87e-26-5.02e-01-0.1883
94274PPP1R14AGSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC1.90e-23-3.79e-01-0.1934
94274PPP1R14AGSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC1.95e-33-5.02e-01-0.1917
94274PPP1R14AGSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC1.52e-28-4.90e-01-0.1916
94274PPP1R14AGSM6177623_NYU_UCEC3_VisHumanEndometriumEEC1.22e-21-4.61e-01-0.1269
94274PPP1R14ALZE22THumanEsophagusESCC1.57e-032.74e-010.068
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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
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
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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
PPP1R14AinsertionFrame_Shift_Insnovelc.225_226insTTTGCTTATGGCTTATACCTTTTTAGAGGAGGGAAGTp.Asn76PhefsTer13p.N76Ffs*13Q96A00protein_codingTCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
PPP1R14ASNVMissense_Mutationc.385N>Ap.Pro129Thrp.P129TQ96A00protein_codingtolerated(0.45)possibly_damaging(0.76)TCGA-EK-A3GM-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
PPP1R14ASNVMissense_Mutationc.143N>Ap.Arg48Glnp.R48QQ96A00protein_codingdeleterious(0.01)probably_damaging(0.909)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PPP1R14ASNVMissense_Mutationc.106N>Tp.Arg36Cysp.R36CQ96A00protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
PPP1R14ASNVMissense_Mutationrs778078888c.438N>Ap.His146Glnp.H146QQ96A00protein_codingtolerated_low_confidence(0.27)benign(0.007)TCGA-D5-6540-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
PPP1R14ASNVMissense_Mutationnovelc.346C>Ap.Gln116Lysp.Q116KQ96A00protein_codingtolerated(0.1)benign(0.001)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
PPP1R14ASNVMissense_Mutationc.308N>Ap.Pro103Hisp.P103HQ96A00protein_codingdeleterious(0)benign(0.353)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
PPP1R14ASNVMissense_Mutationc.130C>Tp.Arg44Trpp.R44WQ96A00protein_codingdeleterious(0)probably_damaging(0.981)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PPP1R14ASNVMissense_Mutationrs576186615c.217N>Ap.Asp73Asnp.D73NQ96A00protein_codingtolerated(0.07)probably_damaging(0.954)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
PPP1R14ASNVMissense_Mutationnovelc.295N>Cp.Ser99Prop.S99PQ96A00protein_codingtolerated(0.06)possibly_damaging(0.522)TCGA-D1-A175-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapypaclitaxelSD
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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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