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: ZFAND6

Gene summary for ZFAND6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZFAND6

Gene ID

54469

Gene namezinc finger AN1-type containing 6
Gene AliasAWP1
Cytomap15q25.1
Gene Typeprotein-coding
GO ID

GO:0006605

UniProtAcc

Q6FIF0


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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
54469ZFAND6CCI_2HumanCervixCC1.87e-047.26e-010.5249
54469ZFAND6HTA11_3410_2000001011HumanColorectumAD7.25e-18-6.52e-010.0155
54469ZFAND6HTA11_2487_2000001011HumanColorectumSER3.45e-04-4.92e-01-0.1808
54469ZFAND6HTA11_2951_2000001011HumanColorectumAD2.90e-02-7.48e-010.0216
54469ZFAND6HTA11_3361_2000001011HumanColorectumAD7.33e-05-5.91e-01-0.1207
54469ZFAND6HTA11_696_2000001011HumanColorectumAD7.14e-10-4.22e-01-0.1464
54469ZFAND6HTA11_866_2000001011HumanColorectumAD9.18e-16-4.67e-01-0.1001
54469ZFAND6HTA11_1391_2000001011HumanColorectumAD3.52e-02-4.43e-01-0.059
54469ZFAND6HTA11_866_3004761011HumanColorectumAD6.98e-07-5.39e-010.096
54469ZFAND6HTA11_9408_2000001011HumanColorectumAD1.53e-02-8.37e-010.0451
54469ZFAND6HTA11_10711_2000001011HumanColorectumAD3.26e-07-5.77e-010.0338
54469ZFAND6HTA11_7696_3000711011HumanColorectumAD1.07e-16-5.12e-010.0674
54469ZFAND6HTA11_99999970781_79442HumanColorectumMSS7.41e-03-3.25e-010.294
54469ZFAND6HTA11_99999971662_82457HumanColorectumMSS5.26e-25-6.01e-010.3859
54469ZFAND6HTA11_99999973899_84307HumanColorectumMSS4.44e-02-5.70e-010.2585
54469ZFAND6HTA11_99999974143_84620HumanColorectumMSS3.00e-13-4.56e-010.3005
54469ZFAND6A001-C-207HumanColorectumFAP5.62e-07-4.28e-010.1278
54469ZFAND6A015-C-203HumanColorectumFAP1.82e-34-5.57e-01-0.1294
54469ZFAND6A015-C-204HumanColorectumFAP2.93e-07-3.89e-01-0.0228
54469ZFAND6A014-C-040HumanColorectumFAP2.03e-04-3.56e-01-0.1184
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:00725949CervixCCestablishment of protein localization to organelle99/2311422/187231.23e-102.11e-0899
GO:000660510CervixCCprotein targeting68/2311314/187232.17e-066.55e-0568
GO:00346129CervixCCresponse to tumor necrosis factor55/2311253/187231.75e-053.32e-0455
GO:00713569CervixCCcellular response to tumor necrosis factor51/2311229/187231.75e-053.32e-0451
GO:00431228CervixCCregulation of I-kappaB kinase/NF-kappaB signaling53/2311249/187234.50e-056.87e-0453
GO:00072497CervixCCI-kappaB kinase/NF-kappaB signaling56/2311281/187231.81e-042.12e-0356
GO:0072594ColorectumADestablishment of protein localization to organelle148/3918422/187237.95e-121.04e-09148
GO:0006605ColorectumADprotein targeting105/3918314/187231.39e-076.44e-06105
GO:0043122ColorectumADregulation of I-kappaB kinase/NF-kappaB signaling76/3918249/187232.17e-042.85e-0376
GO:0007249ColorectumADI-kappaB kinase/NF-kappaB signaling82/3918281/187236.09e-046.40e-0382
GO:00725941ColorectumSERestablishment of protein localization to organelle111/2897422/187234.98e-094.49e-07111
GO:00066051ColorectumSERprotein targeting76/2897314/187233.19e-058.47e-0476
GO:00725942ColorectumMSSestablishment of protein localization to organelle139/3467422/187235.75e-131.12e-10139
GO:00066052ColorectumMSSprotein targeting97/3467314/187236.76e-083.46e-0697
GO:00431221ColorectumMSSregulation of I-kappaB kinase/NF-kappaB signaling71/3467249/187237.12e-051.21e-0371
GO:00072491ColorectumMSSI-kappaB kinase/NF-kappaB signaling77/3467281/187231.51e-042.19e-0377
GO:00725944ColorectumFAPestablishment of protein localization to organelle96/2622422/187236.63e-073.20e-0596
GO:00066054ColorectumFAPprotein targeting74/2622314/187233.21e-061.17e-0474
GO:00431222ColorectumFAPregulation of I-kappaB kinase/NF-kappaB signaling56/2622249/187231.82e-042.69e-0356
GO:00072492ColorectumFAPI-kappaB kinase/NF-kappaB signaling58/2622281/187231.37e-031.24e-0258
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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
ZFAND6SNVMissense_Mutationrs12890c.607N>Ap.Glu203Lysp.E203KQ6FIF0protein_codingdeleterious(0)probably_damaging(0.98)TCGA-C5-A2LZ-01Cervixcervical & endocervical cancerFemale>=65III/IVUnknownUnknownPD
ZFAND6SNVMissense_Mutationnovelc.71C>Tp.Pro24Leup.P24LQ6FIF0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AX-A2IN-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownPD
ZFAND6SNVMissense_Mutationnovelc.557N>Cp.Lys186Thrp.K186TQ6FIF0protein_codingdeleterious(0)probably_damaging(0.998)TCGA-D1-A16X-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ZFAND6SNVMissense_Mutationc.569C>Tp.Ala190Valp.A190VQ6FIF0protein_codingdeleterious(0)probably_damaging(0.985)TCGA-D1-A177-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownPD
ZFAND6SNVMissense_Mutationrs773057418c.442N>Tp.Arg148Cysp.R148CQ6FIF0protein_codingdeleterious(0.02)probably_damaging(0.99)TCGA-EO-A22U-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ZFAND6SNVMissense_Mutationnovelc.149C>Ap.Pro50Glnp.P50QQ6FIF0protein_codingdeleterious(0)probably_damaging(0.996)TCGA-05-4396-01Lunglung adenocarcinomaMale>=65III/IVUnknownUnknownSD
ZFAND6SNVMissense_Mutationc.379N>Gp.Thr127Alap.T127AQ6FIF0protein_codingtolerated(0.39)benign(0.01)TCGA-78-7220-01Lunglung adenocarcinomaFemale<65III/IVUnknownUnknownPD
ZFAND6SNVMissense_Mutationc.283C>Tp.Leu95Phep.L95FQ6FIF0protein_codingtolerated(0.27)probably_damaging(0.991)TCGA-18-3409-01Lunglung squamous cell carcinomaMale>=65I/IIUnknownUnknownPD
ZFAND6SNVMissense_Mutationnovelc.271N>Cp.Ser91Prop.S91PQ6FIF0protein_codingtolerated(0.2)benign(0.003)TCGA-22-1016-01Lunglung squamous cell carcinomaMale>=65I/IIUnknownUnknownSD
ZFAND6SNVMissense_Mutationc.379A>Gp.Thr127Alap.T127AQ6FIF0protein_codingtolerated(0.39)benign(0.01)TCGA-56-6545-01Lunglung squamous cell 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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