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: PPP1R14D

Gene summary for PPP1R14D

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PPP1R14D

Gene ID

54866

Gene nameprotein phosphatase 1 regulatory inhibitor subunit 14D
Gene AliasCPI17-like
Cytomap15q15.1
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

E9PAT1


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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
54866PPP1R14DHTA11_2487_2000001011HumanColorectumSER4.36e-022.71e-01-0.1808
54866PPP1R14DHTA11_347_2000001011HumanColorectumAD4.50e-134.12e-01-0.1954
54866PPP1R14DHTA11_411_2000001011HumanColorectumSER1.23e-026.62e-01-0.2602
54866PPP1R14DHTA11_696_2000001011HumanColorectumAD1.61e-053.41e-01-0.1464
54866PPP1R14DHTA11_866_2000001011HumanColorectumAD1.09e-022.45e-01-0.1001
54866PPP1R14DHTA11_1391_2000001011HumanColorectumAD6.99e-063.19e-01-0.059
54866PPP1R14DPat01-BHumanStomachGC2.73e-407.10e-010.5754
54866PPP1R14DPat02-BHumanStomachGC9.13e-061.76e-010.0368
54866PPP1R14DPat03-BHumanStomachGC8.94e-224.45e-010.3693
54866PPP1R14DPat05-BHumanStomachGC2.81e-032.07e-01-0.0353
54866PPP1R14DPat07-BHumanStomachGC2.30e-042.61e-010.0935
54866PPP1R14DPat08-BHumanStomachGC6.95e-042.73e-010.0182
54866PPP1R14DPat10-BHumanStomachGC1.17e-032.39e-010.084
54866PPP1R14DPat12-BHumanStomachGC1.55e-082.25e-010.0325
54866PPP1R14DPat13-BHumanStomachGC1.31e-031.66e-010.0555
54866PPP1R14DPat16-BHumanStomachGC1.67e-021.54e-010.1918
54866PPP1R14DPat17-BHumanStomachGC2.00e-062.20e-010.3109
54866PPP1R14DPat19-BHumanStomachGC3.24e-021.44e-010.0826
54866PPP1R14DSIM_1HumanStomachSIM8.40e-042.12e-010.3573
54866PPP1R14DSIM_2HumanStomachSIM8.40e-041.74e-010.3139
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
∗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:0010563ColorectumADnegative regulation of phosphorus metabolic process130/3918442/187231.26e-052.76e-04130
GO:0045936ColorectumADnegative regulation of phosphate metabolic process129/3918441/187231.81e-053.76e-04129
GO:0016311ColorectumADdephosphorylation123/3918417/187231.84e-053.82e-04123
GO:0006470ColorectumADprotein dephosphorylation88/3918281/187232.56e-054.89e-0488
GO:0035303ColorectumADregulation of dephosphorylation46/3918128/187236.20e-051.04e-0346
GO:0035304ColorectumADregulation of protein dephosphorylation33/391890/187234.23e-044.77e-0333
GO:0010921ColorectumADregulation of phosphatase activity30/391884/187231.24e-031.09e-0230
GO:0010922ColorectumADpositive regulation of phosphatase activity15/391834/187231.96e-031.58e-0215
GO:0035306ColorectumADpositive regulation of dephosphorylation22/391859/187232.86e-032.14e-0222
GO:0043666ColorectumADregulation of phosphoprotein phosphatase activity21/391858/187235.25e-033.47e-0221
GO:0035308ColorectumADnegative regulation of protein dephosphorylation14/391834/187235.86e-033.69e-0214
GO:00105631ColorectumSERnegative regulation of phosphorus metabolic process101/2897442/187232.39e-056.70e-04101
GO:00459361ColorectumSERnegative regulation of phosphate metabolic process100/2897441/187233.62e-059.39e-04100
GO:00064701ColorectumSERprotein dephosphorylation65/2897281/187234.44e-046.51e-0365
GO:0051346ColorectumSERnegative regulation of hydrolase activity82/2897379/187238.19e-041.01e-0282
GO:00109211ColorectumSERregulation of phosphatase activity24/289784/187231.61e-031.71e-0224
GO:00353031ColorectumSERregulation of dephosphorylation33/2897128/187231.71e-031.78e-0233
GO:00353041ColorectumSERregulation of protein dephosphorylation25/289790/187232.00e-031.98e-0225
GO:00436661ColorectumSERregulation of phosphoprotein phosphatase activity18/289758/187232.18e-032.11e-0218
GO:00163111ColorectumSERdephosphorylation86/2897417/187232.73e-032.46e-0286
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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
PPP1R14DinsertionNonsense_Mutationnovelc.143_144insCTGGGGAAGGTCTTTTAACATCCCTAATCTATAATAGp.Pro49TrpfsTer11p.P49Wfs*11protein_codingTCGA-A8-A07F-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
PPP1R14DSNVMissense_Mutationnovelc.378N>Tp.Lys126Asnp.K126Nprotein_codingdeleterious_low_confidence(0)benign(0.001)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
PPP1R14DSNVMissense_Mutationnovelc.51N>Tp.Glu17Aspp.E17Dprotein_codingtolerated_low_confidence(0.48)benign(0.003)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
PPP1R14DSNVMissense_Mutationnovelc.550N>Cp.Asn184Hisp.N184Hprotein_codingdeleterious_low_confidence(0)possibly_damaging(0.879)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PPP1R14DSNVMissense_Mutationrs202066593c.155N>Ap.Arg52Glnp.R52Qprotein_codingdeleterious_low_confidence(0)probably_damaging(0.998)TCGA-AJ-A8CW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PPP1R14DSNVMissense_Mutationnovelc.51N>Tp.Glu17Aspp.E17Dprotein_codingtolerated_low_confidence(0.48)benign(0.003)TCGA-EO-A3AY-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownPD
PPP1R14DSNVMissense_Mutationnovelc.559G>Ap.Glu187Lysp.E187Kprotein_codingtolerated_low_confidence(0.11)benign(0.001)TCGA-CR-5248-01Oral cavityhead & neck squamous cell carcinomaMale<65I/IIChemotherapyoxaliplatinPD
PPP1R14DSNVMissense_Mutationnovelc.395N>Cp.Leu132Prop.L132Pprotein_codingtolerated_low_confidence(0.08)benign(0.001)TCGA-VQ-AA6D-01Stomachstomach adenocarcinomaFemale<65III/IVChemotherapyfluorouracilCR
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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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