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: PDGFRL

Gene summary for PDGFRL

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PDGFRL

Gene ID

5157

Gene nameplatelet derived growth factor receptor like
Gene AliasPDGRL
Cytomap8p22
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

Q15198


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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
5157PDGFRLP2T-EHumanEsophagusESCC5.23e-162.98e-010.1177
5157PDGFRLP4T-EHumanEsophagusESCC1.44e-061.49e-010.1323
5157PDGFRLP8T-EHumanEsophagusESCC8.85e-071.55e-010.0889
5157PDGFRLP9T-EHumanEsophagusESCC5.12e-065.82e-010.1131
5157PDGFRLP16T-EHumanEsophagusESCC2.02e-061.29e-010.1153
5157PDGFRLP23T-EHumanEsophagusESCC6.46e-038.40e-020.108
5157PDGFRLP32T-EHumanEsophagusESCC8.51e-081.65e-010.1666
5157PDGFRLP44T-EHumanEsophagusESCC2.69e-056.35e-010.1096
5157PDGFRLP47T-EHumanEsophagusESCC1.55e-032.80e-010.1067
5157PDGFRLP52T-EHumanEsophagusESCC3.97e-041.13e-010.1555
5157PDGFRLP56T-EHumanEsophagusESCC4.20e-023.80e-010.1613
5157PDGFRLP61T-EHumanEsophagusESCC6.15e-069.82e-020.099
5157PDGFRLP76T-EHumanEsophagusESCC1.66e-051.59e-010.1207
5157PDGFRLP130T-EHumanEsophagusESCC2.90e-041.81e-010.1676
5157PDGFRLmale-WTAHumanThyroidPTC1.06e-261.70e-010.1037
5157PDGFRLPTC01HumanThyroidPTC1.93e-082.73e-010.1899
5157PDGFRLPTC04HumanThyroidPTC2.30e-081.96e-010.1927
5157PDGFRLPTC05HumanThyroidPTC1.27e-158.03e-010.2065
5157PDGFRLPTC06HumanThyroidPTC1.43e-228.03e-010.2057
5157PDGFRLPTC07HumanThyroidPTC9.16e-367.76e-010.2044
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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
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:00480087EsophagusESCCplatelet-derived growth factor receptor signaling pathway42/855256/187237.62e-067.54e-0542
GO:00480089ThyroidPTCplatelet-derived growth factor receptor signaling pathway34/596856/187238.20e-069.42e-0534
GO:00357912ThyroidPTCplatelet-derived growth factor receptor-beta signaling pathway9/596814/187231.27e-024.92e-029
GO:004800815ThyroidATCplatelet-derived growth factor receptor signaling pathway36/629356/187232.57e-063.00e-0536
GO:00357911ThyroidATCplatelet-derived growth factor receptor-beta signaling pathway10/629314/187234.31e-031.80e-0210
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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
PDGFRLSNVMissense_Mutationrs766283620c.518N>Cp.Leu173Prop.L173PQ15198protein_codingdeleterious(0)probably_damaging(0.982)TCGA-E2-A14W-01Breastbreast invasive carcinomaMale>=65I/IIChemotherapycytoxanSD
PDGFRLSNVMissense_Mutationnovelc.632T>Cp.Phe211Serp.F211SQ15198protein_codingdeleterious(0)possibly_damaging(0.719)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
PDGFRLSNVMissense_Mutationrs746979097c.755N>Ap.Gly252Aspp.G252DQ15198protein_codingtolerated(0.09)benign(0.02)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
PDGFRLSNVMissense_Mutationc.548T>Cp.Val183Alap.V183AQ15198protein_codingdeleterious(0.04)benign(0.23)TCGA-A5-A0GP-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PDGFRLSNVMissense_Mutationnovelc.937N>Cp.Lys313Glnp.K313QQ15198protein_codingtolerated(0.38)benign(0.184)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PDGFRLSNVMissense_Mutationc.542N>Cp.Phe181Serp.F181SQ15198protein_codingdeleterious(0)probably_damaging(0.972)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
PDGFRLSNVMissense_Mutationc.499N>Gp.Phe167Valp.F167VQ15198protein_codingtolerated(0.06)benign(0.194)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PDGFRLSNVMissense_Mutationrs754170291c.544N>Ap.Asp182Asnp.D182NQ15198protein_codingdeleterious(0)benign(0.211)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
PDGFRLSNVMissense_Mutationnovelc.168N>Ap.Asp56Glup.D56EQ15198protein_codingtolerated(0.95)benign(0.003)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
PDGFRLSNVMissense_Mutationrs146087994c.1046N>Tp.Thr349Metp.T349MQ15198protein_codingdeleterious(0.04)probably_damaging(0.939)TCGA-AX-A0J1-01Endometriumuterine corpus endometrioid carcinomaFemale>=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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