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: ZFP90

Gene summary for ZFP90

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZFP90

Gene ID

146198

Gene nameZFP90 zinc finger protein
Gene AliasFIK
Cytomap16q22.1
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q8TF47


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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
146198ZFP90LZE2THumanEsophagusESCC1.36e-043.85e-010.082
146198ZFP90LZE4THumanEsophagusESCC4.44e-082.60e-010.0811
146198ZFP90LZE7THumanEsophagusESCC4.16e-031.47e-010.0667
146198ZFP90LZE8THumanEsophagusESCC3.08e-029.15e-020.067
146198ZFP90LZE20THumanEsophagusESCC2.87e-051.35e-010.0662
146198ZFP90LZE24THumanEsophagusESCC7.51e-123.06e-010.0596
146198ZFP90LZE21THumanEsophagusESCC4.66e-031.77e-010.0655
146198ZFP90P1T-EHumanEsophagusESCC2.34e-073.52e-010.0875
146198ZFP90P2T-EHumanEsophagusESCC4.40e-283.96e-010.1177
146198ZFP90P4T-EHumanEsophagusESCC1.70e-164.13e-010.1323
146198ZFP90P5T-EHumanEsophagusESCC1.81e-111.92e-010.1327
146198ZFP90P8T-EHumanEsophagusESCC6.56e-223.37e-010.0889
146198ZFP90P10T-EHumanEsophagusESCC1.70e-132.72e-010.116
146198ZFP90P11T-EHumanEsophagusESCC3.15e-093.72e-010.1426
146198ZFP90P12T-EHumanEsophagusESCC1.24e-223.85e-010.1122
146198ZFP90P15T-EHumanEsophagusESCC1.73e-122.54e-010.1149
146198ZFP90P16T-EHumanEsophagusESCC5.63e-122.21e-010.1153
146198ZFP90P17T-EHumanEsophagusESCC6.11e-031.60e-010.1278
146198ZFP90P20T-EHumanEsophagusESCC3.08e-132.08e-010.1124
146198ZFP90P21T-EHumanEsophagusESCC2.32e-253.69e-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
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:0051098111EsophagusESCCregulation of binding251/8552363/187236.73e-208.46e-18251
GO:0051101111EsophagusESCCregulation of DNA binding84/8552118/187231.64e-083.21e-0784
GO:0051100111EsophagusESCCnegative regulation of binding109/8552162/187232.10e-084.03e-07109
GO:00433924EsophagusESCCnegative regulation of DNA binding37/855252/187231.75e-041.14e-0337
GO:0051098113ThyroidPTCregulation of binding195/5968363/187233.21e-183.37e-16195
GO:0051101113ThyroidPTCregulation of DNA binding63/5968118/187231.00e-061.50e-0563
GO:0051100113ThyroidPTCnegative regulation of binding81/5968162/187231.14e-061.67e-0581
GO:00433926ThyroidPTCnegative regulation of DNA binding29/596852/187233.09e-042.15e-0329
GO:005109834ThyroidATCregulation of binding203/6293363/187231.18e-181.55e-16203
GO:005110027ThyroidATCnegative regulation of binding86/6293162/187232.41e-073.73e-0686
GO:005110133ThyroidATCregulation of DNA binding64/6293118/187233.10e-063.54e-0564
GO:004339214ThyroidATCnegative regulation of DNA binding30/629352/187233.08e-041.94e-0330
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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
ZFP90MSCStomachADJMOK,AC026979.2,ZNF212, etc.4.73e-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.
ZFP90FIBStomachADJMOK,AC026979.2,ZNF212, etc.2.59e-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.
ZFP90MVAStomachCAG with IMMOK,AC026979.2,ZNF212, etc.1.12e-01The 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.
ZFP90MSCStomachCSGMOK,AC026979.2,ZNF212, etc.3.95e-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.
ZFP90MSCStomachHealthyMOK,AC026979.2,ZNF212, etc.1.89e-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.
ZFP90LYMENDStomachHealthyMOK,AC026979.2,ZNF212, etc.5.22e-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.
ZFP90NKTThyroidATCCOL1A2,P4HA2,MDK, etc.1.68e-01The 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.
ZFP90CD8TEXINTThyroidHealthyCOL1A2,P4HA2,MDK, etc.1.66e-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.
ZFP90TFHThyroidHTCOL1A2,P4HA2,MDK, etc.1.74e-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.
∗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
ZFP90SNVMissense_Mutationc.64G>Tp.Asp22Tyrp.D22YQ8TF47protein_codingtolerated(0.16)benign(0.009)TCGA-A2-A0ET-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
ZFP90insertionIn_Frame_Insnovelc.1769_1770insTGGTCAGAGp.Phe590_Arg591insGlyGlnSerp.F590_R591insGQSQ8TF47protein_codingTCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
ZFP90insertionIn_Frame_Insnovelc.1019_1020insGACp.Cys340delinsTrpThrp.C340delinsWTQ8TF47protein_codingTCGA-B6-A0IE-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
ZFP90insertionNonsense_Mutationnovelc.1020_1021insAGGCCATGAAGGGCTCTGAAGCTCACACTGAGGp.Cys340_Asn341insArgProTerArgAlaLeuLysLeuThrLeuArgp.C340_N341insRP*RALKLTLRQ8TF47protein_codingTCGA-B6-A0IE-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
ZFP90SNVMissense_Mutationc.1562G>Cp.Gly521Alap.G521AQ8TF47protein_codingdeleterious(0)probably_damaging(0.999)TCGA-FU-A3HY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZFP90SNVMissense_Mutationc.1636A>Gp.Thr546Alap.T546AQ8TF47protein_codingdeleterious(0.04)benign(0.251)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ZFP90SNVMissense_Mutationc.989G>Ap.Arg330Glnp.R330QQ8TF47protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ZFP90SNVMissense_Mutationc.989N>Ap.Arg330Glnp.R330QQ8TF47protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ZFP90SNVMissense_Mutationc.500N>Gp.Asn167Serp.N167SQ8TF47protein_codingtolerated(0.93)benign(0)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
ZFP90SNVMissense_Mutationc.1643N>Ap.Thr548Asnp.T548NQ8TF47protein_codingdeleterious(0)probably_damaging(0.975)TCGA-AU-6004-01Colorectumcolon adenocarcinomaFemale>=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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