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: ZPR1

Gene summary for ZPR1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZPR1

Gene ID

8882

Gene nameZPR1 zinc finger
Gene AliasGKAF
Cytomap11q23.3
Gene Typeprotein-coding
GO ID

GO:0000082

UniProtAcc

O75312


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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
8882ZPR1LZE4THumanEsophagusESCC1.08e-091.77e-010.0811
8882ZPR1LZE7THumanEsophagusESCC2.04e-021.10e-010.0667
8882ZPR1LZE20THumanEsophagusESCC2.57e-081.29e-010.0662
8882ZPR1LZE24THumanEsophagusESCC7.00e-291.03e+000.0596
8882ZPR1LZE21THumanEsophagusESCC2.83e-021.09e-010.0655
8882ZPR1P1T-EHumanEsophagusESCC3.28e-071.74e-010.0875
8882ZPR1P2T-EHumanEsophagusESCC6.54e-152.70e-010.1177
8882ZPR1P4T-EHumanEsophagusESCC1.80e-309.69e-010.1323
8882ZPR1P5T-EHumanEsophagusESCC4.44e-265.86e-010.1327
8882ZPR1P8T-EHumanEsophagusESCC6.71e-121.31e-010.0889
8882ZPR1P9T-EHumanEsophagusESCC5.17e-214.25e-010.1131
8882ZPR1P10T-EHumanEsophagusESCC2.62e-235.26e-010.116
8882ZPR1P11T-EHumanEsophagusESCC1.56e-137.15e-010.1426
8882ZPR1P12T-EHumanEsophagusESCC1.11e-306.10e-010.1122
8882ZPR1P15T-EHumanEsophagusESCC3.53e-133.55e-010.1149
8882ZPR1P16T-EHumanEsophagusESCC3.04e-173.91e-010.1153
8882ZPR1P17T-EHumanEsophagusESCC6.32e-034.76e-010.1278
8882ZPR1P19T-EHumanEsophagusESCC2.40e-105.76e-010.1662
8882ZPR1P20T-EHumanEsophagusESCC1.13e-163.42e-010.1124
8882ZPR1P21T-EHumanEsophagusESCC8.52e-419.79e-010.1617
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EsophagusThe 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.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
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
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:004682415Oral cavityLPpositive regulation of nucleocytoplasmic transport33/462362/187231.30e-063.16e-0533
GO:1901214110Oral cavityLPregulation of neuron death115/4623319/187233.39e-067.19e-05115
GO:000626011Oral cavityLPDNA replication97/4623260/187233.67e-067.75e-0597
GO:005117013Oral cavityLPimport into nucleus65/4623159/187234.78e-069.69e-0565
GO:005140218Oral cavityLPneuron apoptotic process91/4623246/187231.07e-051.94e-0491
GO:000660612Oral cavityLPprotein import into nucleus62/4623155/187231.76e-053.04e-0462
GO:007084917Oral cavityLPresponse to epidermal growth factor26/462349/187231.84e-053.14e-0426
GO:000182411Oral cavityLPblastocyst development46/4623106/187231.86e-053.15e-0446
GO:190458913Oral cavityLPregulation of protein import31/462363/187232.20e-053.58e-0431
GO:000008213Oral cavityLPG1/S transition of mitotic cell cycle80/4623214/187232.30e-053.74e-0480
GO:004484313Oral cavityLPcell cycle G1/S phase transition88/4623241/187232.62e-054.21e-0488
GO:003312019Oral cavityLPpositive regulation of RNA splicing21/462337/187233.08e-054.74e-0421
GO:007136417Oral cavityLPcellular response to epidermal growth factor stimulus24/462345/187233.44e-055.18e-0424
GO:190459115Oral cavityLPpositive regulation of protein import23/462343/187234.70e-056.64e-0423
GO:004230613Oral cavityLPregulation of protein import into nucleus29/462360/187236.10e-058.28e-0429
GO:004230714Oral cavityLPpositive regulation of protein import into nucleus22/462341/187236.43e-058.67e-0422
GO:000699712Oral cavityLPnucleus organization51/4623133/187233.22e-043.26e-0351
GO:004352316Oral cavityLPregulation of neuron apoptotic process73/4623212/187238.87e-047.64e-0373
GO:190121515Oral cavityLPnegative regulation of neuron death69/4623208/187233.50e-032.34e-0269
GO:0008380113ThyroidPTCRNA splicing273/5968434/187234.44e-411.40e-37273
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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
ZPR1SNVMissense_Mutationrs148642555c.1376N>Ap.Arg459Glnp.R459QO75312protein_codingtolerated_low_confidence(0.06)probably_damaging(0.978)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
ZPR1SNVMissense_Mutationnovelc.1170N>Tp.Lys390Asnp.K390NO75312protein_codingdeleterious(0.04)probably_damaging(0.923)TCGA-D8-A4Z1-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
ZPR1SNVMissense_Mutationnovelc.346N>Ap.Glu116Lysp.E116KO75312protein_codingdeleterious(0.02)benign(0.41)TCGA-EW-A1OV-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyepirubicinSD
ZPR1SNVMissense_Mutationnovelc.509C>Tp.Ala170Valp.A170VO75312protein_codingdeleterious(0.05)benign(0.053)TCGA-ZJ-A8QR-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ZPR1SNVMissense_Mutationc.233N>Cp.Phe78Serp.F78SO75312protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ZPR1SNVMissense_Mutationc.521N>Tp.Arg174Ilep.R174IO75312protein_codingdeleterious(0)possibly_damaging(0.465)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ZPR1SNVMissense_Mutationnovelc.763N>Cp.Phe255Leup.F255LO75312protein_codingdeleterious(0)possibly_damaging(0.694)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
ZPR1SNVMissense_Mutationc.521G>Tp.Arg174Ilep.R174IO75312protein_codingdeleterious(0)possibly_damaging(0.465)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
ZPR1SNVMissense_Mutationrs529843898c.796N>Ap.Ala266Thrp.A266TO75312protein_codingtolerated(0.16)benign(0.095)TCGA-F4-6856-01Colorectumcolon adenocarcinomaMale<65I/IIAncillaryleucovorinCR
ZPR1SNVMissense_Mutationc.521N>Tp.Arg174Ilep.R174IO75312protein_codingdeleterious(0)possibly_damaging(0.465)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<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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