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: ZNF518A

Gene summary for ZNF518A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF518A

Gene ID

9849

Gene namezinc finger protein 518A
Gene AliasZNF518
Cytomap10q24.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q6AHZ1


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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
9849ZNF518AHTA11_3410_2000001011HumanColorectumAD4.11e-11-4.38e-010.0155
9849ZNF518AHTA11_696_2000001011HumanColorectumAD7.02e-03-2.74e-01-0.1464
9849ZNF518AHTA11_7862_2000001011HumanColorectumAD3.25e-02-4.76e-01-0.0179
9849ZNF518AHTA11_866_3004761011HumanColorectumAD2.78e-03-3.07e-010.096
9849ZNF518AHTA11_8622_2000001021HumanColorectumSER8.68e-04-4.64e-010.0528
9849ZNF518AHTA11_10711_2000001011HumanColorectumAD4.55e-03-4.20e-010.0338
9849ZNF518AHTA11_7696_3000711011HumanColorectumAD9.54e-07-3.68e-010.0674
9849ZNF518AHTA11_99999965104_69814HumanColorectumMSS7.50e-045.94e-010.281
9849ZNF518AHTA11_99999971662_82457HumanColorectumMSS2.63e-03-2.73e-010.3859
9849ZNF518AHTA11_99999973899_84307HumanColorectumMSS1.87e-06-5.94e-010.2585
9849ZNF518AHTA11_99999974143_84620HumanColorectumMSS8.28e-14-4.70e-010.3005
9849ZNF518AA001-C-207HumanColorectumFAP9.49e-03-1.05e-010.1278
9849ZNF518AA015-C-203HumanColorectumFAP1.54e-33-2.13e-01-0.1294
9849ZNF518AA015-C-204HumanColorectumFAP6.92e-043.49e-02-0.0228
9849ZNF518AA014-C-040HumanColorectumFAP6.81e-05-6.20e-02-0.1184
9849ZNF518AA002-C-201HumanColorectumFAP9.12e-13-2.04e-010.0324
9849ZNF518AA002-C-203HumanColorectumFAP5.51e-037.30e-020.2786
9849ZNF518AA001-C-119HumanColorectumFAP7.41e-12-4.31e-01-0.1557
9849ZNF518AA001-C-108HumanColorectumFAP2.77e-196.34e-02-0.0272
9849ZNF518AA002-C-205HumanColorectumFAP5.03e-24-4.09e-01-0.1236
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
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:0006325ColorectumADchromatin organization119/3918409/187234.85e-058.33e-04119
GO:00063251ColorectumSERchromatin organization89/2897409/187234.15e-046.17e-0389
GO:00063252ColorectumMSSchromatin organization107/3467409/187237.22e-051.21e-03107
GO:00063253ColorectumFAPchromatin organization84/2622409/187231.62e-042.47e-0384
GO:00063254ColorectumCRCchromatin organization74/2078409/187231.48e-054.61e-0474
GO:000632517EsophagusESCCchromatin organization240/8552409/187236.52e-081.14e-06240
GO:00063255LiverNAFLDchromatin organization64/1882409/187232.31e-043.89e-0364
GO:000632511LiverHCCchromatin organization206/7958409/187237.23e-044.41e-03206
GO:000632520ThyroidPTCchromatin organization183/5968409/187232.55e-085.70e-07183
GO:0006325110ThyroidATCchromatin organization189/6293409/187236.40e-081.13e-06189
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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
ZNF518ASNVMissense_Mutationnovelc.2080N>Ap.Asp694Asnp.D694NQ6AHZ1protein_codingtolerated(0.21)benign(0.142)TCGA-A1-A0SI-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZNF518ASNVMissense_Mutationnovelc.1036C>Gp.Gln346Glup.Q346EQ6AHZ1protein_codingtolerated(0.13)benign(0.007)TCGA-BH-A0HK-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ZNF518ASNVMissense_Mutationnovelc.861N>Cp.Glu287Aspp.E287DQ6AHZ1protein_codingtolerated(1)benign(0.037)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF518ASNVMissense_Mutationnovelc.1347N>Ap.Met449Ilep.M449IQ6AHZ1protein_codingtolerated(0.08)benign(0.048)TCGA-EW-A1OZ-01Breastbreast invasive carcinomaFemale<65I/IITargeted Molecular therapytrastuzumabSD
ZNF518AinsertionFrame_Shift_Insnovelc.2649_2650insTTTGGCACATTACTTAAGACTCAGCAATATTCTTTGTGGTGTTCCTTCAGGTTTCp.Ser892GlnfsTer16p.S892Qfs*16Q6AHZ1protein_codingTCGA-A8-A08S-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
ZNF518AdeletionFrame_Shift_Delnovelc.1660_1667delTCAGCAACp.Ser554IlefsTer15p.S554Ifs*15Q6AHZ1protein_codingTCGA-D8-A1XM-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZNF518AdeletionFrame_Shift_Delnovelc.1841delAp.Asp614ValfsTer32p.D614Vfs*32Q6AHZ1protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ZNF518ASNVMissense_Mutationrs377406617c.374G>Ap.Arg125Glnp.R125QQ6AHZ1protein_codingtolerated(0.55)benign(0.003)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZNF518ASNVMissense_Mutationrs587636864c.1679T>Cp.Val560Alap.V560AQ6AHZ1protein_codingtolerated(0.6)benign(0.001)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZNF518ASNVMissense_Mutationnovelc.2173G>Ap.Gly725Argp.G725RQ6AHZ1protein_codingtolerated(0.53)benign(0.235)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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