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: YY1

Gene summary for YY1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

YY1

Gene ID

7528

Gene nameYY1 transcription factor
Gene AliasDELTA
Cytomap14q32.2
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

P25490


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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
7528YY1HTA11_1938_2000001011HumanColorectumAD1.26e-054.61e-01-0.0811
7528YY1HTA11_78_2000001011HumanColorectumAD1.70e-033.31e-01-0.1088
7528YY1HTA11_347_2000001011HumanColorectumAD1.79e-186.54e-01-0.1954
7528YY1HTA11_411_2000001011HumanColorectumSER2.28e-036.48e-01-0.2602
7528YY1HTA11_83_2000001011HumanColorectumSER3.30e-043.61e-01-0.1526
7528YY1HTA11_1391_2000001011HumanColorectumAD1.81e-044.51e-01-0.059
7528YY1HTA11_99999965062_69753HumanColorectumMSI-H7.21e-038.29e-010.3487
7528YY1HTA11_99999965104_69814HumanColorectumMSS9.46e-136.17e-010.281
7528YY1A015-C-203HumanColorectumFAP3.42e-12-1.68e-01-0.1294
7528YY1A002-C-201HumanColorectumFAP1.25e-03-1.51e-010.0324
7528YY1A001-C-108HumanColorectumFAP3.74e-06-4.06e-02-0.0272
7528YY1A002-C-205HumanColorectumFAP2.66e-091.23e-02-0.1236
7528YY1A015-C-006HumanColorectumFAP4.18e-05-1.02e-01-0.0994
7528YY1A015-C-106HumanColorectumFAP2.74e-03-2.97e-02-0.0511
7528YY1A002-C-114HumanColorectumFAP7.33e-07-1.28e-01-0.1561
7528YY1A015-C-104HumanColorectumFAP1.82e-12-1.78e-01-0.1899
7528YY1A001-C-014HumanColorectumFAP2.21e-05-2.27e-010.0135
7528YY1A002-C-016HumanColorectumFAP3.16e-07-2.09e-010.0521
7528YY1A015-C-002HumanColorectumFAP6.12e-03-2.02e-01-0.0763
7528YY1A001-C-203HumanColorectumFAP2.30e-03-5.89e-02-0.0481
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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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:0006403ColorectumADRNA localization71/3918201/187231.54e-064.76e-0571
GO:0016049ColorectumADcell growth143/3918482/187232.83e-068.09e-05143
GO:0001558ColorectumADregulation of cell growth124/3918414/187237.67e-061.86e-04124
GO:0061614ColorectumADpri-miRNA transcription by RNA polymerase II24/391855/187231.22e-041.78e-0324
GO:1902893ColorectumADregulation of pri-miRNA transcription by RNA polymerase II23/391854/187232.60e-043.25e-0323
GO:0090257ColorectumADregulation of muscle system process73/3918252/187231.46e-031.24e-0273
GO:0048638ColorectumADregulation of developmental growth92/3918330/187231.48e-031.25e-0292
GO:0048588ColorectumADdevelopmental cell growth67/3918234/187233.03e-032.25e-0267
GO:0045926ColorectumADnegative regulation of growth70/3918249/187234.07e-032.83e-0270
GO:0043502ColorectumADregulation of muscle adaptation31/391898/187238.45e-034.94e-0231
GO:00064031ColorectumSERRNA localization53/2897201/187234.51e-051.13e-0353
GO:00902571ColorectumSERregulation of muscle system process60/2897252/187233.28e-045.22e-0360
GO:00015581ColorectumSERregulation of cell growth90/2897414/187234.00e-046.02e-0390
GO:00160491ColorectumSERcell growth100/2897482/187231.07e-031.24e-02100
GO:00616141ColorectumSERpri-miRNA transcription by RNA polymerase II18/289755/187231.11e-031.28e-0218
GO:00435021ColorectumSERregulation of muscle adaptation27/289798/187231.54e-031.65e-0227
GO:19028931ColorectumSERregulation of pri-miRNA transcription by RNA polymerase II17/289754/187232.42e-032.30e-0217
GO:0043500ColorectumSERmuscle adaptation31/2897121/187232.58e-032.38e-0231
GO:0003012ColorectumSERmuscle system process92/2897452/187232.98e-032.63e-0292
GO:00459261ColorectumSERnegative regulation of growth55/2897249/187233.44e-032.92e-0255
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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
YY1AT2LLungIACBATF,AKT1,TMSB4X, etc.4.94e-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.
∗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
YY1SNVMissense_Mutationnovelc.869A>Gp.Asp290Glyp.D290GP25490protein_codingtolerated(0.22)benign(0.038)TCGA-A7-A13H-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyanastrozolePD
YY1SNVMissense_Mutationc.1032N>Cp.Gln344Hisp.Q344HP25490protein_codingtolerated(0.09)probably_damaging(0.955)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
YY1SNVMissense_Mutationc.705N>Cp.Glu235Aspp.E235DP25490protein_codingtolerated(0.15)benign(0.006)TCGA-C5-A1BK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
YY1SNVMissense_Mutationnovelc.941G>Tp.Arg314Ilep.R314IP25490protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
YY1insertionFrame_Shift_Insnovelc.682_683insAp.Asp231ArgfsTer3p.D231Rfs*3P25490protein_codingTCGA-AM-5821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
YY1SNVMissense_Mutationnovelc.743N>Ap.Pro248Hisp.P248HP25490protein_codingdeleterious(0.04)possibly_damaging(0.706)TCGA-A5-A0GI-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
YY1SNVMissense_Mutationnovelc.874G>Ap.Ala292Thrp.A292TP25490protein_codingtolerated(0.42)benign(0.012)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
YY1SNVMissense_Mutationnovelc.1088G>Ap.Arg363Hisp.R363HP25490protein_codingdeleterious(0)probably_damaging(0.989)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
YY1SNVMissense_Mutationnovelc.724N>Gp.Ile242Valp.I242VP25490protein_codingtolerated(0.39)benign(0.001)TCGA-D1-A175-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapypaclitaxelSD
YY1SNVMissense_Mutationnovelc.947N>Gp.His316Argp.H316RP25490protein_codingdeleterious(0)probably_damaging(0.999)TCGA-EO-A22U-01Endometriumuterine corpus endometrioid 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
7528YY1TUMOR SUPPRESSOR, TRANSCRIPTION FACTOR COMPLEX, TRANSCRIPTION FACTORANTISERUM10514482
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