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: ZFPM1

Gene summary for ZFPM1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZFPM1

Gene ID

161882

Gene namezinc finger protein, FOG family member 1
Gene AliasFOG
Cytomap16q24.2
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q8IX07


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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
161882ZFPM1C21HumanOral cavityOSCC3.47e-028.57e-020.2678
161882ZFPM1SYSMH1HumanOral cavityOSCC1.67e-154.61e-010.1127
161882ZFPM1SYSMH2HumanOral cavityOSCC8.25e-248.66e-010.2326
161882ZFPM1SYSMH3HumanOral cavityOSCC1.23e-279.00e-010.2442
161882ZFPM1SYSMH5HumanOral cavityOSCC2.06e-052.29e-010.0647
161882ZFPM1SYSMH6HumanOral cavityOSCC5.94e-083.35e-010.1275
161882ZFPM1PTC03HumanThyroidPTC6.94e-042.06e-010.1784
161882ZFPM1PTC04HumanThyroidPTC4.69e-051.71e-010.1927
161882ZFPM1PTC05HumanThyroidPTC4.29e-205.21e-010.2065
161882ZFPM1PTC06HumanThyroidPTC9.59e-275.51e-010.2057
161882ZFPM1PTC07HumanThyroidPTC2.00e-325.25e-010.2044
161882ZFPM1ATC12HumanThyroidATC9.37e-081.89e-010.34
161882ZFPM1ATC13HumanThyroidATC1.74e-296.86e-010.34
161882ZFPM1ATC2HumanThyroidATC8.57e-187.65e-010.34
161882ZFPM1ATC4HumanThyroidATC4.82e-122.40e-010.34
161882ZFPM1ATC5HumanThyroidATC4.52e-387.32e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
GO:005110027ThyroidATCnegative regulation of binding86/6293162/187232.41e-073.73e-0686
GO:003410134ThyroidATCerythrocyte homeostasis71/6293129/187234.36e-076.34e-0671
GO:006034813ThyroidATCbone development102/6293205/187231.18e-061.52e-05102
GO:006053724ThyroidATCmuscle tissue development181/6293403/187231.27e-061.62e-05181
GO:003009933ThyroidATCmyeloid cell differentiation170/6293381/187234.26e-064.68e-05170
GO:0030218210ThyroidATCerythrocyte differentiation64/6293120/187236.52e-066.76e-0564
GO:000327912ThyroidATCcardiac septum development56/6293103/187231.14e-051.11e-0456
GO:001470622ThyroidATCstriated muscle tissue development168/6293384/187231.91e-051.73e-04168
GO:003209119ThyroidATCnegative regulation of protein binding51/629394/187232.97e-052.48e-0451
GO:000320512ThyroidATCcardiac chamber development79/6293161/187233.39e-052.80e-0479
GO:004544423ThyroidATCfat cell differentiation105/6293229/187237.42e-055.62e-04105
GO:000317012ThyroidATCheart valve development37/629365/187239.43e-056.91e-0437
GO:00030075ThyroidATCheart morphogenesis110/6293246/187231.76e-041.20e-03110
GO:000317912ThyroidATCheart valve morphogenesis31/629355/187234.33e-042.59e-0331
GO:000751716ThyroidATCmuscle organ development139/6293327/187234.45e-042.64e-03139
GO:004564625ThyroidATCregulation of erythrocyte differentiation27/629347/187236.69e-043.77e-0327
GO:004873811ThyroidATCcardiac muscle tissue development103/6293236/187237.93e-044.37e-03103
GO:000318111ThyroidATCatrioventricular valve morphogenesis16/629324/187239.46e-045.07e-0316
GO:000328121ThyroidATCventricular septum development37/629371/187239.80e-045.21e-0337
GO:000181924ThyroidATCpositive regulation of cytokine production189/6293467/187231.00e-035.31e-03189
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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
ZFPM1LYMENDColorectumADMUC13,CDX2,TSC22D1, etc.1.11e-16The 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.
ZFPM1ICAFColorectumCRCMUC13,CDX2,TSC22D1, etc.2.73e-02The 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.
ZFPM1PCVColorectumCRCMUC13,CDX2,TSC22D1, etc.0.00e+00The 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.
ZFPM1ICAFColorectumFAPMUC13,CDX2,TSC22D1, etc.2.49e-02The 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.
ZFPM1LYMENDColorectumMSSMUC13,CDX2,TSC22D1, etc.0.00e+00The 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.
ZFPM1VFIBColorectumMSSMUC13,CDX2,TSC22D1, etc.0.00e+00The 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.
∗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
ZFPM1SNVMissense_Mutationrs758092528c.172N>Tp.Pro58Serp.P58SQ8IX07protein_codingtolerated(0.16)benign(0.015)TCGA-AR-A5QQ-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycarboplatinPD
ZFPM1SNVMissense_Mutationnovelc.2929C>Ap.Arg977Serp.R977SQ8IX07protein_codingdeleterious(0)probably_damaging(0.996)TCGA-OL-A5D7-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanCR
ZFPM1insertionFrame_Shift_Insnovelc.456_457insCp.Gln154ProfsTer5p.Q154Pfs*5Q8IX07protein_codingTCGA-E2-A15L-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ZFPM1deletionFrame_Shift_Delnovelc.546delNp.Gly184AspfsTer3p.G184Dfs*3Q8IX07protein_codingTCGA-LL-A50Y-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexCR
ZFPM1SNVMissense_Mutationnovelc.934C>Tp.Arg312Cysp.R312CQ8IX07protein_codingdeleterious(0)probably_damaging(0.989)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZFPM1SNVMissense_Mutationc.961G>Ap.Val321Metp.V321MQ8IX07protein_codingdeleterious(0)probably_damaging(0.993)TCGA-C5-A1BQ-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
ZFPM1SNVMissense_Mutationnovelc.996G>Cp.Lys332Asnp.K332NQ8IX07protein_codingdeleterious(0)probably_damaging(0.982)TCGA-C5-A8XH-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ZFPM1SNVMissense_Mutationc.620C>Tp.Ala207Valp.A207VQ8IX07protein_codingtolerated(0.5)benign(0.003)TCGA-VS-A9UJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
ZFPM1SNVMissense_Mutationnovelc.1445G>Tp.Gly482Valp.G482VQ8IX07protein_codingtolerated(0.13)possibly_damaging(0.725)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
ZFPM1SNVMissense_Mutationrs112394415c.649N>Ap.Asp217Asnp.D217NQ8IX07protein_codingdeleterious(0)possibly_damaging(0.761)TCGA-5M-AATE-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
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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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