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: PCNX2

Gene summary for PCNX2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PCNX2

Gene ID

80003

Gene namepecanex 2
Gene AliasPCNXL2
Cytomap1q42.2
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

A6NKB5


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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
80003PCNX2HTA11_1938_2000001011HumanColorectumAD8.46e-044.62e-01-0.0811
80003PCNX2HTA11_1391_2000001011HumanColorectumAD2.50e-035.12e-01-0.059
80003PCNX2HTA11_7663_2000001011HumanColorectumSER5.84e-034.34e-010.0131
80003PCNX2HTA11_7696_3000711011HumanColorectumAD1.79e-021.91e-010.0674
80003PCNX2HTA11_6818_2000001021HumanColorectumAD6.20e-075.98e-010.0588
80003PCNX2HTA11_99999970781_79442HumanColorectumMSS1.49e-031.41e-010.294
80003PCNX2HTA11_99999965104_69814HumanColorectumMSS4.87e-044.02e-010.281
80003PCNX2HTA11_99999974143_84620HumanColorectumMSS3.63e-052.21e-010.3005
80003PCNX2A002-C-010HumanColorectumFAP1.27e-033.89e-010.242
80003PCNX2A001-C-108HumanColorectumFAP1.02e-023.94e-01-0.0272
80003PCNX2A002-C-021HumanColorectumFAP4.72e-165.28e-010.1171
80003PCNX2A001-C-104HumanColorectumFAP1.30e-034.47e-010.0184
80003PCNX2A015-C-202HumanColorectumFAP4.97e-023.09e-01-0.0849
80003PCNX2A015-C-002HumanColorectumFAP2.96e-023.98e-01-0.0763
80003PCNX2A008-E-015HumanColorectumFAP1.74e-073.94e-010.0177
80003PCNX2AEH-subject1HumanEndometriumAEH2.66e-234.00e-01-0.3059
80003PCNX2AEH-subject2HumanEndometriumAEH1.07e-123.01e-01-0.2525
80003PCNX2AEH-subject3HumanEndometriumAEH2.44e-204.33e-01-0.2576
80003PCNX2AEH-subject4HumanEndometriumAEH1.17e-164.06e-01-0.2657
80003PCNX2AEH-subject5HumanEndometriumAEH1.69e-112.43e-01-0.2953
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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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
PCNX2SNVMissense_Mutationc.596C>Gp.Ala199Glyp.A199GA6NKB5protein_codingtolerated_low_confidence(0.15)possibly_damaging(0.549)TCGA-A2-A0T0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
PCNX2SNVMissense_Mutationnovelc.5154N>Gp.Ile1718Metp.I1718MA6NKB5protein_codingdeleterious(0.01)probably_damaging(0.914)TCGA-A2-A3Y0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
PCNX2SNVMissense_Mutationnovelc.6311N>Gp.Glu2104Glyp.E2104GA6NKB5protein_codingtolerated_low_confidence(0.18)benign(0.054)TCGA-A8-A09Q-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
PCNX2SNVMissense_Mutationc.4389N>Ap.Met1463Ilep.M1463IA6NKB5protein_codingdeleterious(0)benign(0.09)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PCNX2SNVMissense_Mutationnovelc.2558C>Gp.Ser853Cysp.S853CA6NKB5protein_codingdeleterious(0)probably_damaging(0.979)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
PCNX2SNVMissense_Mutationnovelc.5608C>Tp.Arg1870Trpp.R1870WA6NKB5protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PCNX2SNVMissense_Mutationrs745867353c.893N>Ap.Arg298Glnp.R298QA6NKB5protein_codingtolerated_low_confidence(1)benign(0)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PCNX2SNVMissense_Mutationc.5552N>Ap.Gly1851Glup.G1851EA6NKB5protein_codingdeleterious(0.02)possibly_damaging(0.496)TCGA-AO-A0J7-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinSD
PCNX2SNVMissense_Mutationrs372337688c.4396N>Ap.Asp1466Asnp.D1466NA6NKB5protein_codingdeleterious(0.04)benign(0.125)TCGA-B6-A0RG-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PCNX2SNVMissense_Mutationc.460C>Tp.His154Tyrp.H154YA6NKB5protein_codingtolerated(0.05)benign(0.091)TCGA-BH-A0BG-01Breastbreast invasive 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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