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: PRICKLE1

Gene summary for PRICKLE1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PRICKLE1

Gene ID

144165

Gene nameprickle planar cell polarity protein 1
Gene AliasEPM1B
Cytomap12q12
Gene Typeprotein-coding
GO ID

GO:0001568

UniProtAcc

A0A024R0W7


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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
144165PRICKLE1LZE4THumanEsophagusESCC4.04e-093.64e-010.0811
144165PRICKLE1P2T-EHumanEsophagusESCC6.10e-041.23e-010.1177
144165PRICKLE1P5T-EHumanEsophagusESCC3.64e-092.72e-010.1327
144165PRICKLE1P8T-EHumanEsophagusESCC1.37e-021.07e-010.0889
144165PRICKLE1P9T-EHumanEsophagusESCC1.42e-031.27e-010.1131
144165PRICKLE1P10T-EHumanEsophagusESCC1.35e-478.17e-010.116
144165PRICKLE1P11T-EHumanEsophagusESCC4.82e-043.21e-010.1426
144165PRICKLE1P12T-EHumanEsophagusESCC2.13e-145.12e-010.1122
144165PRICKLE1P15T-EHumanEsophagusESCC6.13e-031.83e-010.1149
144165PRICKLE1P16T-EHumanEsophagusESCC2.20e-039.53e-020.1153
144165PRICKLE1P20T-EHumanEsophagusESCC1.95e-144.01e-010.1124
144165PRICKLE1P21T-EHumanEsophagusESCC5.80e-052.25e-020.1617
144165PRICKLE1P22T-EHumanEsophagusESCC2.29e-123.23e-010.1236
144165PRICKLE1P23T-EHumanEsophagusESCC1.98e-038.42e-020.108
144165PRICKLE1P26T-EHumanEsophagusESCC1.15e-063.16e-010.1276
144165PRICKLE1P30T-EHumanEsophagusESCC1.06e-085.17e-010.137
144165PRICKLE1P31T-EHumanEsophagusESCC3.82e-214.98e-010.1251
144165PRICKLE1P32T-EHumanEsophagusESCC1.32e-082.44e-010.1666
144165PRICKLE1P37T-EHumanEsophagusESCC1.61e-092.14e-010.1371
144165PRICKLE1P42T-EHumanEsophagusESCC9.24e-103.94e-010.1175
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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
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
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
GO:0010498111EsophagusESCCproteasomal protein catabolic process369/8552490/187231.13e-411.80e-38369
GO:0043161111EsophagusESCCproteasome-mediated ubiquitin-dependent protein catabolic process312/8552412/187233.53e-364.48e-33312
GO:0072594110EsophagusESCCestablishment of protein localization to organelle311/8552422/187233.02e-322.13e-29311
GO:0006913110EsophagusESCCnucleocytoplasmic transport230/8552301/187236.04e-282.02e-25230
GO:0051169110EsophagusESCCnuclear transport230/8552301/187236.04e-282.02e-25230
GO:0042176111EsophagusESCCregulation of protein catabolic process280/8552391/187238.65e-262.39e-23280
GO:0009896111EsophagusESCCpositive regulation of catabolic process332/8552492/187234.36e-239.22e-21332
GO:0031331111EsophagusESCCpositive regulation of cellular catabolic process292/8552427/187238.67e-221.53e-19292
GO:003450418EsophagusESCCprotein localization to nucleus211/8552290/187234.06e-216.60e-19211
GO:1903320111EsophagusESCCregulation of protein modification by small protein conjugation or removal181/8552242/187231.80e-202.60e-18181
GO:1903362111EsophagusESCCregulation of cellular protein catabolic process188/8552255/187235.12e-206.62e-18188
GO:0045862111EsophagusESCCpositive regulation of proteolysis256/8552372/187237.88e-209.43e-18256
GO:1903050111EsophagusESCCregulation of proteolysis involved in cellular protein catabolic process163/8552221/187231.44e-171.27e-15163
GO:0061136111EsophagusESCCregulation of proteasomal protein catabolic process142/8552187/187232.40e-172.00e-15142
GO:0045732111EsophagusESCCpositive regulation of protein catabolic process167/8552231/187231.47e-161.14e-14167
GO:0031396111EsophagusESCCregulation of protein ubiquitination154/8552210/187232.70e-162.04e-14154
GO:0032434111EsophagusESCCregulation of proteasomal ubiquitin-dependent protein catabolic process107/8552134/187234.06e-162.93e-14107
GO:2000058111EsophagusESCCregulation of ubiquitin-dependent protein catabolic process125/8552164/187231.17e-157.76e-14125
GO:001703818EsophagusESCCprotein import149/8552206/187235.90e-153.31e-13149
GO:1903364111EsophagusESCCpositive regulation of cellular protein catabolic process117/8552155/187233.25e-141.66e-12117
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0431021LungAISWnt signaling pathway39/961171/84651.29e-053.32e-042.12e-0439
hsa0431031LungAISWnt signaling pathway39/961171/84651.29e-053.32e-042.12e-0439
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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
PRICKLE1SNVMissense_Mutationrs376845777c.805G>Ap.Gly269Argp.G269RQ96MT3protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A8-A08G-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
PRICKLE1SNVMissense_Mutationc.2460N>Cp.Lys820Asnp.K820NQ96MT3protein_codingdeleterious(0)benign(0.368)TCGA-AO-A124-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
PRICKLE1insertionIn_Frame_Insnovelc.1717_1718insTGATGGAAAATTCAACTTTTTTTGATTTTTTTTp.Asp573delinsValMetGluAsnSerThrPhePheAspPhePheTyrp.D573delinsVMENSTFFDFFYQ96MT3protein_codingTCGA-A2-A0ER-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
PRICKLE1insertionFrame_Shift_Insnovelc.1748_1749insACp.Asn584ArgfsTer13p.N584Rfs*13Q96MT3protein_codingTCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PRICKLE1insertionIn_Frame_Insnovelc.1747_1748insGGACAACCAATCCCTCAACCCCGGCCACAGAGATTTGCCp.Thr582_Leu583insTrpThrThrAsnProSerThrProAlaThrGluIleCysp.T582_L583insWTTNPSTPATEICQ96MT3protein_codingTCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PRICKLE1SNVMissense_Mutationnovelc.1076N>Gp.Lys359Argp.K359RQ96MT3protein_codingtolerated(0.35)benign(0.012)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PRICKLE1SNVMissense_Mutationnovelc.646N>Ap.Phe216Ilep.F216IQ96MT3protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PRICKLE1SNVMissense_Mutationrs765119777c.434N>Tp.Ala145Valp.A145VQ96MT3protein_codingdeleterious(0.04)possibly_damaging(0.894)TCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
PRICKLE1SNVMissense_Mutationc.2078N>Ap.Arg693Lysp.R693KQ96MT3protein_codingtolerated(0.08)benign(0)TCGA-EA-A97N-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PRICKLE1SNVMissense_Mutationnovelc.1936N>Ap.Glu646Lysp.E646KQ96MT3protein_codingtolerated(0.76)benign(0.001)TCGA-MA-AA41-01Cervixcervical & endocervical cancerFemale<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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