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: PRICKLE2

Gene summary for PRICKLE2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PRICKLE2

Gene ID

166336

Gene nameprickle planar cell polarity protein 2
Gene AliasEPM5
Cytomap3p14.1
Gene Typeprotein-coding
GO ID

GO:0001736

UniProtAcc

A0A024R368


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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
166336PRICKLE2TD9HumanLungIAC1.99e-067.28e-010.088
166336PRICKLE2RNA-P10T2-P10T2-1HumanLungAAH7.31e-036.35e-01-0.1271
166336PRICKLE2RNA-P10T2-P10T2-2HumanLungAAH3.17e-046.62e-01-0.1406
166336PRICKLE2RNA-P10T2-P10T2-3HumanLungAAH5.95e-046.21e-01-0.1408
166336PRICKLE2RNA-P10T2-P10T2-4HumanLungAAH5.54e-035.57e-01-0.138
166336PRICKLE2RNA-P17T-P17T-6HumanLungIAC4.71e-023.31e-010.3385
166336PRICKLE2RNA-P17T-P17T-8HumanLungIAC4.12e-033.80e-010.3329
166336PRICKLE2RNA-P18T-P18T-2HumanLungIAC2.30e-049.08e-010.1129
166336PRICKLE2RNA-P18T-P18T-6HumanLungIAC1.73e-027.53e-010.0856
166336PRICKLE2RNA-P25T1-P25T1-1HumanLungAIS1.67e-114.75e-01-0.2116
166336PRICKLE2RNA-P25T1-P25T1-2HumanLungAIS2.37e-024.56e-01-0.1941
166336PRICKLE2RNA-P25T1-P25T1-3HumanLungAIS4.20e-065.56e-01-0.2107
166336PRICKLE2RNA-P25T1-P25T1-4HumanLungAIS1.40e-116.77e-01-0.2119
166336PRICKLE2RNA-P3T-P3T-2HumanLungIAC2.75e-064.77e-010.1835
166336PRICKLE2RNA-P3T-P3T-4HumanLungIAC5.84e-085.32e-010.1859
166336PRICKLE2RNA-P6T1-P6T1-1HumanLungMIAC3.36e-068.88e-01-0.0238
166336PRICKLE2RNA-P6T1-P6T1-2HumanLungMIAC2.29e-191.49e+00-0.0186
166336PRICKLE2RNA-P6T1-P6T1-3HumanLungMIAC2.21e-101.21e+00-0.0296
166336PRICKLE2RNA-P6T1-P6T1-4HumanLungMIAC4.04e-151.24e+00-0.0263
166336PRICKLE2RNA-P6T2-P6T2-1HumanLungIAC2.20e-441.09e+00-0.0166
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:00160556LungIACWnt signaling pathway95/2061444/187231.13e-102.80e-0895
GO:01987386LungIACcell-cell signaling by wnt95/2061446/187231.46e-103.48e-0895
GO:00017383LungIACmorphogenesis of a polarized epithelium21/206194/187231.15e-031.35e-0221
GO:0060071LungIACWnt signaling pathway, planar cell polarity pathway13/206152/187233.45e-032.94e-0213
GO:20000272LungIACregulation of animal organ morphogenesis24/2061125/187234.62e-033.65e-0224
GO:0090175LungIACregulation of establishment of planar polarity13/206156/187236.78e-034.73e-0213
GO:001605512LungAISWnt signaling pathway91/1849444/187239.38e-125.47e-0991
GO:019873812LungAIScell-cell signaling by wnt91/1849446/187231.22e-116.13e-0991
GO:000173811LungAISmorphogenesis of a polarized epithelium24/184994/187231.00e-054.18e-0424
GO:00600711LungAISWnt signaling pathway, planar cell polarity pathway14/184952/187233.82e-046.66e-0314
GO:0001736LungAISestablishment of planar polarity17/184972/187235.18e-048.38e-0317
GO:0007164LungAISestablishment of tissue polarity17/184972/187235.18e-048.38e-0317
GO:00901751LungAISregulation of establishment of planar polarity14/184956/187238.61e-041.17e-0214
GO:20000271LungAISregulation of animal organ morphogenesis24/1849125/187231.10e-031.42e-0224
GO:0035567LungAISnon-canonical Wnt signaling pathway16/184972/187231.50e-031.81e-0216
GO:001605522LungAAHWnt signaling pathway28/613444/187237.63e-042.63e-0228
GO:019873822LungAAHcell-cell signaling by wnt28/613446/187238.18e-042.75e-0228
GO:001605531LungMIACWnt signaling pathway50/967444/187231.88e-074.02e-0550
GO:019873831LungMIACcell-cell signaling by wnt50/967446/187232.16e-074.11e-0550
GO:00017382LungMIACmorphogenesis of a polarized epithelium13/96794/187231.06e-032.13e-0213
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa043108LungIACWnt signaling pathway40/1053171/84654.56e-057.06e-044.69e-0440
hsa0431011LungIACWnt signaling pathway40/1053171/84654.56e-057.06e-044.69e-0440
hsa0431021LungAISWnt signaling pathway39/961171/84651.29e-053.32e-042.12e-0439
hsa0431031LungAISWnt signaling pathway39/961171/84651.29e-053.32e-042.12e-0439
hsa0431041LungMIACWnt signaling pathway21/507171/84651.30e-031.40e-021.01e-0221
hsa0431051LungMIACWnt signaling pathway21/507171/84651.30e-031.40e-021.01e-0221
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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
PRICKLE2SNVMissense_Mutationnovelc.1777C>Gp.Leu593Valp.L593Vprotein_codingdeleterious(0.02)benign(0.108)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
PRICKLE2SNVMissense_Mutationrs544405738c.1102N>Ap.Asp368Asnp.D368Nprotein_codingtolerated(0.42)possibly_damaging(0.734)TCGA-AO-A0JI-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
PRICKLE2SNVMissense_Mutationnovelc.1502N>Tp.Pro501Leup.P501Lprotein_codingtolerated(0.07)benign(0.023)TCGA-B6-A0RI-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
PRICKLE2SNVMissense_Mutationnovelc.1748N>Gp.Val583Glyp.V583Gprotein_codingtolerated(0.4)probably_damaging(0.933)TCGA-BH-A0HX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadrimycinSD
PRICKLE2SNVMissense_Mutationnovelc.583N>Cp.Cys195Argp.C195Rprotein_codingdeleterious(0)probably_damaging(1)TCGA-E2-A1IH-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyaromasinSD
PRICKLE2SNVMissense_Mutationrs748018197c.2308G>Ap.Ala770Thrp.A770Tprotein_codingtolerated(0.63)benign(0.121)TCGA-E9-A5UO-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PRICKLE2insertionNonsense_Mutationnovelc.1594_1595insTTTCACCGTGTTAGCCGGGATGTTCTCGATCTCCTGACCTCGTGATCCp.Asp532delinsValSerProCysTerProGlyCysSerArgSerProAspLeuValIleHisp.D532delinsVSPC*PGCSRSPDLVIHprotein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PRICKLE2insertionFrame_Shift_Insnovelc.1714_1715insGGGTAp.Met572ArgfsTer12p.M572Rfs*12protein_codingTCGA-AN-A049-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PRICKLE2insertionNonsense_Mutationnovelc.1712_1713insAGAGCTTGAGATGAAATGACATACAAGCTTp.Ser571_Met572insGluLeuGluMetLysTerHisThrSerPhep.S571_M572insELEMK*HTSFprotein_codingTCGA-AN-A049-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PRICKLE2insertionFrame_Shift_Insnovelc.1499_1500insTCACGCCATTCTCCTGCCTCAGp.Pro501HisfsTer11p.P501Hfs*11protein_codingTCGA-B6-A0RI-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
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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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