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: PDLIM3

Gene summary for PDLIM3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PDLIM3

Gene ID

27295

Gene namePDZ and LIM domain 3
Gene AliasALP
Cytomap4q35.1
Gene Typeprotein-coding
GO ID

GO:0006996

UniProtAcc

Q53GG5


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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
27295PDLIM3GSM4909281HumanBreastIDC4.68e-031.90e-010.21
27295PDLIM3GSM4909286HumanBreastIDC1.58e-051.74e-010.1081
27295PDLIM3GSM4909287HumanBreastIDC2.99e-04-1.91e-010.2057
27295PDLIM3GSM4909297HumanBreastIDC1.33e-08-1.94e-010.1517
27295PDLIM3GSM4909298HumanBreastIDC3.31e-02-1.76e-010.1551
27295PDLIM3GSM4909300HumanBreastIDC8.49e-055.01e-010.0334
27295PDLIM3GSM4909304HumanBreastIDC8.23e-09-2.10e-010.1636
27295PDLIM3GSM4909311HumanBreastIDC1.02e-06-1.90e-010.1534
27295PDLIM3GSM4909312HumanBreastIDC3.88e-06-2.05e-010.1552
27295PDLIM3GSM4909319HumanBreastIDC3.80e-09-2.05e-010.1563
27295PDLIM3GSM4909321HumanBreastIDC8.67e-06-1.96e-010.1559
27295PDLIM3brca10HumanBreastPrecancer4.89e-02-1.73e-01-0.0029
27295PDLIM3NCCBC5HumanBreastDCIS3.16e-05-1.97e-010.2046
27295PDLIM3P1HumanBreastIDC2.92e-04-1.88e-010.1527
27295PDLIM3DCIS2HumanBreastDCIS5.28e-556.68e-010.0085
27295PDLIM3LZE7THumanEsophagusESCC1.17e-021.79e-010.0667
27295PDLIM3P2T-EHumanEsophagusESCC3.89e-092.39e-010.1177
27295PDLIM3P5T-EHumanEsophagusESCC1.05e-301.02e+000.1327
27295PDLIM3P9T-EHumanEsophagusESCC2.00e-161.50e+000.1131
27295PDLIM3P11T-EHumanEsophagusESCC1.08e-057.95e-010.1426
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
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
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
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
PDLIM3SNVMissense_Mutationrs764191858c.1030N>Tp.His344Tyrp.H344YQ53GG5protein_codingdeleterious(0)probably_damaging(1)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
PDLIM3SNVMissense_Mutationrs539118406c.800N>Ap.Arg267Hisp.R267HQ53GG5protein_codingdeleterious(0)probably_damaging(0.985)TCGA-D8-A73X-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
PDLIM3SNVMissense_Mutationnovelc.812N>Ap.Thr271Lysp.T271KQ53GG5protein_codingdeleterious(0.04)benign(0.393)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
PDLIM3SNVMissense_Mutationrs747243505c.677N>Tp.Ser226Leup.S226LQ53GG5protein_codingtolerated(0.25)benign(0.015)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
PDLIM3SNVMissense_Mutationc.378N>Ap.Phe126Leup.F126LQ53GG5protein_codingtolerated(0.05)benign(0.442)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
PDLIM3SNVMissense_Mutationc.460A>Gp.Ser154Glyp.S154GQ53GG5protein_codingtolerated(0.12)probably_damaging(0.952)TCGA-DM-A1HB-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
PDLIM3SNVMissense_Mutationrs866105307c.392G>Ap.Arg131Glnp.R131QQ53GG5protein_codingtolerated(0.6)benign(0.007)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
PDLIM3SNVMissense_Mutationnovelc.283G>Ap.Asp95Asnp.D95NQ53GG5protein_codingdeleterious(0.01)benign(0.119)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
PDLIM3SNVMissense_Mutationrs775988516c.722N>Ap.Arg241Glnp.R241QQ53GG5protein_codingtolerated(1)benign(0)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PDLIM3SNVMissense_Mutationrs751951109c.365N>Ap.Arg122Glnp.R122QQ53GG5protein_codingtolerated(0.11)possibly_damaging(0.666)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
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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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