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: PCNX1

Gene summary for PCNX1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PCNX1

Gene ID

22990

Gene namepecanex 1
Gene AliasPCNX
Cytomap14q24.2
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q96RV3


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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
22990PCNX1CCI_2HumanCervixCC9.56e-035.89e-010.5249
22990PCNX1CCI_3HumanCervixCC2.90e-035.63e-010.516
22990PCNX1TumorHumanCervixCC4.20e-08-1.96e-010.1241
22990PCNX1L1HumanCervixCC2.03e-02-1.67e-010.0802
22990PCNX1AEH-subject1HumanEndometriumAEH3.02e-193.92e-01-0.3059
22990PCNX1AEH-subject2HumanEndometriumAEH2.67e-122.72e-01-0.2525
22990PCNX1AEH-subject3HumanEndometriumAEH3.99e-061.91e-01-0.2576
22990PCNX1AEH-subject4HumanEndometriumAEH1.74e-245.58e-01-0.2657
22990PCNX1AEH-subject5HumanEndometriumAEH2.44e-204.09e-01-0.2953
22990PCNX1EEC-subject1HumanEndometriumEEC1.31e-193.81e-01-0.2682
22990PCNX1EEC-subject2HumanEndometriumEEC8.15e-113.18e-01-0.2607
22990PCNX1EEC-subject3HumanEndometriumEEC1.89e-072.58e-01-0.2525
22990PCNX1EEC-subject4HumanEndometriumEEC1.14e-153.50e-01-0.2571
22990PCNX1EEC-subject5HumanEndometriumEEC5.07e-163.55e-01-0.249
22990PCNX1GSM5276935HumanEndometriumEEC3.71e-041.02e-01-0.123
22990PCNX1GSM5276937HumanEndometriumEEC5.05e-071.54e-01-0.0897
22990PCNX1GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC7.85e-041.82e-01-0.1934
22990PCNX1GSM6177623_NYU_UCEC3_VisHumanEndometriumEEC1.88e-082.42e-01-0.1269
22990PCNX1NAFLD1HumanLiverNAFLD1.05e-098.12e-01-0.04
22990PCNX1S41HumanLiverCirrhotic8.05e-045.26e-01-0.0343
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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
PCNX1SNVMissense_Mutationc.2219N>Ap.Ala740Aspp.A740DQ96RV3protein_codingtolerated(0.06)probably_damaging(0.996)TCGA-A2-A25C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
PCNX1SNVMissense_Mutationc.1454N>Tp.Ser485Phep.S485FQ96RV3protein_codingtolerated(0.73)possibly_damaging(0.545)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
PCNX1SNVMissense_Mutationc.4211N>Gp.Ser1404Cysp.S1404CQ96RV3protein_codingdeleterious(0.03)probably_damaging(0.993)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
PCNX1SNVMissense_Mutationnovelc.3136N>Ap.Tyr1046Asnp.Y1046NQ96RV3protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AC-A62V-01Breastbreast invasive carcinomaMale<65III/IVTargeted Molecular therapydenosumabPD
PCNX1SNVMissense_Mutationnovelc.5693N>Tp.Ala1898Valp.A1898VQ96RV3protein_codingtolerated(0.13)possibly_damaging(0.902)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PCNX1SNVMissense_Mutationc.4187C>Ap.Ala1396Aspp.A1396DQ96RV3protein_codingdeleterious(0)possibly_damaging(0.832)TCGA-AO-A0J4-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
PCNX1SNVMissense_Mutationnovelc.1375A>Tp.Ser459Cysp.S459CQ96RV3protein_codingdeleterious_low_confidence(0.03)benign(0)TCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PCNX1SNVMissense_Mutationc.5212N>Ap.Val1738Metp.V1738MQ96RV3protein_codingtolerated(0.24)benign(0.443)TCGA-BH-A0RX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyfluorouracilSD
PCNX1SNVMissense_Mutationnovelc.3236G>Cp.Cys1079Serp.C1079SQ96RV3protein_codingdeleterious(0.02)probably_damaging(0.977)TCGA-BH-A0W7-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
PCNX1SNVMissense_Mutationc.6883C>Tp.His2295Tyrp.H2295YQ96RV3protein_codingdeleterious_low_confidence(0.01)benign(0.255)TCGA-D8-A1JP-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
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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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