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: ZFPM2

Gene summary for ZFPM2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZFPM2

Gene ID

23414

Gene namezinc finger protein, FOG family member 2
Gene AliasDIH3
Cytomap8q23.1
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q8WW38


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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
23414ZFPM2AEH-subject1HumanEndometriumAEH1.01e-041.83e-01-0.3059
23414ZFPM2RNA-P10T2-P10T2-1HumanLungAAH7.31e-036.84e-01-0.1271
23414ZFPM2RNA-P10T2-P10T2-4HumanLungAAH5.54e-037.27e-01-0.138
23414ZFPM2RNA-P25T1-P25T1-1HumanLungAIS8.87e-032.42e-01-0.2116
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
∗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:00614589EndometriumAEHreproductive system development88/2100427/187239.50e-096.41e-0788
GO:00486089EndometriumAEHreproductive structure development87/2100424/187231.43e-089.12e-0787
GO:00605376EndometriumAEHmuscle tissue development83/2100403/187232.57e-081.50e-0683
GO:00017019EndometriumAEHin utero embryonic development73/2100367/187237.18e-072.63e-0573
GO:00147065EndometriumAEHstriated muscle tissue development75/2100384/187231.06e-063.62e-0575
GO:00330022EndometriumAEHmuscle cell proliferation51/2100248/187231.26e-052.77e-0451
GO:00075174EndometriumAEHmuscle organ development60/2100327/187238.19e-051.22e-0360
GO:00604853EndometriumAEHmesenchyme development54/2100291/187231.34e-041.83e-0354
GO:00465452EndometriumAEHdevelopment of primary female sexual characteristics24/2100100/187232.27e-042.75e-0324
GO:00085852EndometriumAEHfemale gonad development23/210095/187232.65e-043.09e-0323
GO:00486387EndometriumAEHregulation of developmental growth58/2100330/187233.45e-043.80e-0358
GO:00030072EndometriumAEHheart morphogenesis45/2100246/187236.41e-046.23e-0345
GO:00466602EndometriumAEHfemale sex differentiation25/2100114/187237.30e-046.99e-0325
GO:0048738EndometriumAEHcardiac muscle tissue development43/2100236/187239.06e-048.30e-0343
GO:00486396EndometriumAEHpositive regulation of developmental growth33/2100174/187231.72e-031.38e-0233
GO:00605414EndometriumAEHrespiratory system development37/2100203/187231.97e-031.54e-0237
GO:00303246EndometriumAEHlung development33/2100177/187232.30e-031.74e-0233
GO:0035265EndometriumAEHorgan growth33/2100178/187232.53e-031.87e-0233
GO:00459278EndometriumAEHpositive regulation of growth44/2100259/187233.28e-032.30e-0244
GO:00303236EndometriumAEHrespiratory tube development33/2100181/187233.33e-032.32e-0233
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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
ZFPM2SNVMissense_Mutationnovelc.853N>Ap.Glu285Lysp.E285KQ8WW38protein_codingdeleterious(0.02)probably_damaging(0.985)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
ZFPM2SNVMissense_Mutationc.1413N>Tp.Lys471Asnp.K471NQ8WW38protein_codingdeleterious(0)probably_damaging(0.994)TCGA-A2-A04R-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolSD
ZFPM2SNVMissense_Mutationc.1612G>Tp.Val538Phep.V538FQ8WW38protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
ZFPM2SNVMissense_Mutationc.361N>Tp.Pro121Serp.P121SQ8WW38protein_codingtolerated(0.66)possibly_damaging(0.879)TCGA-A8-A07U-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilSD
ZFPM2SNVMissense_Mutationc.2498N>Cp.Ser833Thrp.S833TQ8WW38protein_codingdeleterious(0.01)probably_damaging(0.98)TCGA-A8-A08R-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZFPM2SNVMissense_Mutationc.1258N>Ap.Leu420Ilep.L420IQ8WW38protein_codingtolerated(0.4)benign(0.022)TCGA-A8-A097-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
ZFPM2SNVMissense_Mutationc.500A>Tp.Asp167Valp.D167VQ8WW38protein_codingdeleterious(0.04)probably_damaging(0.994)TCGA-A8-A09X-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
ZFPM2SNVMissense_Mutationc.1582N>Ap.Leu528Metp.L528MQ8WW38protein_codingdeleterious(0)probably_damaging(0.997)TCGA-A8-A0A2-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
ZFPM2SNVMissense_Mutationc.2066G>Cp.Cys689Serp.C689SQ8WW38protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AR-A24H-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
ZFPM2SNVMissense_Mutationc.465N>Tp.Lys155Asnp.K155NQ8WW38protein_codingtolerated(0.21)benign(0.307)TCGA-B6-A0IJ-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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