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: PXK

Gene summary for PXK

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PXK

Gene ID

54899

Gene namePX domain containing serine/threonine kinase like
Gene AliasMONAKA
Cytomap3p14.3
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

A0A0C4DG95


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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
54899PXKHCC1_MengHumanLiverHCC2.34e-11-1.36e-030.0246
54899PXKS014HumanLiverHCC1.79e-259.89e-010.2254
54899PXKS015HumanLiverHCC9.10e-251.38e+000.2375
54899PXKS016HumanLiverHCC3.05e-381.16e+000.2243
54899PXKS027HumanLiverHCC7.13e-085.68e-010.2446
54899PXKS028HumanLiverHCC6.26e-166.05e-010.2503
54899PXKS029HumanLiverHCC2.04e-147.67e-010.2581
54899PXKmale-WTAHumanThyroidPTC7.43e-269.91e-020.1037
54899PXKPTC01HumanThyroidPTC8.46e-14-2.07e-020.1899
54899PXKPTC04HumanThyroidPTC2.21e-113.36e-020.1927
54899PXKPTC05HumanThyroidPTC2.46e-187.38e-010.2065
54899PXKPTC06HumanThyroidPTC1.09e-223.75e-010.2057
54899PXKPTC07HumanThyroidPTC3.24e-183.11e-010.2044
54899PXKATC12HumanThyroidATC2.36e-10-1.12e-010.34
54899PXKATC13HumanThyroidATC7.09e-171.97e-010.34
54899PXKATC2HumanThyroidATC3.84e-025.93e-010.34
54899PXKATC3HumanThyroidATC2.07e-02-7.30e-020.338
54899PXKATC4HumanThyroidATC1.10e-08-7.85e-020.34
54899PXKATC5HumanThyroidATC1.59e-192.48e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:005134622LiverHCCnegative regulation of hydrolase activity195/7958379/187232.44e-041.82e-03195
GO:004346211LiverHCCregulation of ATPase activity29/795846/187233.95e-031.74e-0229
GO:0051346112ThyroidPTCnegative regulation of hydrolase activity146/5968379/187233.33e-031.62e-02146
GO:00510518ThyroidPTCnegative regulation of transport176/5968470/187235.44e-032.49e-02176
GO:00434629ThyroidPTCregulation of ATPase activity23/596846/187237.89e-033.33e-0223
GO:005134629ThyroidATCnegative regulation of hydrolase activity155/6293379/187231.64e-038.23e-03155
GO:005105114ThyroidATCnegative regulation of transport183/6293470/187238.12e-033.13e-02183
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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
PXKSNVMissense_Mutationc.199C>Ap.Gln67Lysp.Q67KQ7Z7A4protein_codingtolerated(0.87)benign(0.005)TCGA-A2-A0YK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
PXKSNVMissense_Mutationc.1481G>Ap.Ser494Asnp.S494NQ7Z7A4protein_codingdeleterious(0.04)probably_damaging(0.954)TCGA-BH-A0DE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PXKSNVMissense_Mutationc.357N>Cp.Leu119Phep.L119FQ7Z7A4protein_codingdeleterious(0)benign(0.246)TCGA-E9-A243-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilPD
PXKSNVMissense_Mutationnovelc.1297G>Ap.Glu433Lysp.E433KQ7Z7A4protein_codingdeleterious(0)probably_damaging(0.977)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PXKSNVMissense_Mutationc.1294N>Cp.Glu432Glnp.E432QQ7Z7A4protein_codingdeleterious(0.01)probably_damaging(0.985)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
PXKdeletionFrame_Shift_Delnovelc.799delAp.Thr267HisfsTer7p.T267Hfs*7Q7Z7A4protein_codingTCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PXKSNVMissense_Mutationnovelc.492N>Ap.Phe164Leup.F164LQ7Z7A4protein_codingtolerated(0.05)possibly_damaging(0.651)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
PXKSNVMissense_Mutationrs763554030c.1108N>Ap.Val370Metp.V370MQ7Z7A4protein_codingdeleterious(0)probably_damaging(0.943)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PXKSNVMissense_Mutationnovelc.473N>Ap.Arg158Lysp.R158KQ7Z7A4protein_codingdeleterious(0.01)probably_damaging(0.92)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
PXKSNVMissense_Mutationrs779667790c.872N>Tp.Ala291Valp.A291VQ7Z7A4protein_codingdeleterious(0.02)possibly_damaging(0.653)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
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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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