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: CCNY

Gene summary for CCNY

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CCNY

Gene ID

219771

Gene namecyclin Y
Gene AliasC10orf9
Cytomap10p11.21
Gene Typeprotein-coding
GO ID

GO:0000079

UniProtAcc

Q8ND76


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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
219771CCNYCCI_1HumanCervixCC2.76e-071.33e+000.528
219771CCNYCCI_2HumanCervixCC6.32e-059.03e-010.5249
219771CCNYCCI_3HumanCervixCC1.56e-025.07e-010.516
219771CCNYHTA11_3410_2000001011HumanColorectumAD2.50e-07-4.77e-010.0155
219771CCNYHTA11_6818_2000001011HumanColorectumAD1.04e-04-3.08e-010.0112
219771CCNYHTA11_99999974143_84620HumanColorectumMSS3.10e-05-3.20e-010.3005
219771CCNYA002-C-010HumanColorectumFAP5.16e-04-8.11e-020.242
219771CCNYA015-C-203HumanColorectumFAP2.22e-33-5.24e-01-0.1294
219771CCNYA015-C-204HumanColorectumFAP2.57e-03-2.21e-01-0.0228
219771CCNYA014-C-040HumanColorectumFAP1.00e-05-5.37e-01-0.1184
219771CCNYA002-C-201HumanColorectumFAP5.01e-10-3.40e-010.0324
219771CCNYA002-C-203HumanColorectumFAP3.10e-05-1.08e-010.2786
219771CCNYA001-C-119HumanColorectumFAP6.43e-10-5.15e-01-0.1557
219771CCNYA001-C-108HumanColorectumFAP2.20e-16-3.53e-01-0.0272
219771CCNYA002-C-205HumanColorectumFAP3.17e-25-5.63e-01-0.1236
219771CCNYA015-C-005HumanColorectumFAP3.25e-06-3.91e-01-0.0336
219771CCNYA015-C-006HumanColorectumFAP2.74e-14-4.46e-01-0.0994
219771CCNYA015-C-106HumanColorectumFAP4.89e-15-2.76e-01-0.0511
219771CCNYA002-C-114HumanColorectumFAP1.09e-17-4.85e-01-0.1561
219771CCNYA015-C-104HumanColorectumFAP2.62e-36-5.39e-01-0.1899
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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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
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
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:00458604ColorectumFAPpositive regulation of protein kinase activity77/2622386/187237.31e-047.81e-0377
GO:00719022ColorectumFAPpositive regulation of protein serine/threonine kinase activity45/2622200/187237.36e-047.83e-0345
GO:00336744ColorectumFAPpositive regulation of kinase activity89/2622467/187231.33e-031.22e-0289
GO:00160554ColorectumCRCWnt signaling pathway88/2078444/187233.91e-085.28e-0688
GO:01987384ColorectumCRCcell-cell signaling by wnt88/2078446/187234.85e-086.04e-0688
GO:00301114ColorectumCRCregulation of Wnt signaling pathway68/2078328/187232.41e-072.27e-0568
GO:00608284ColorectumCRCregulation of canonical Wnt signaling pathway52/2078253/187237.85e-062.85e-0452
GO:00600704ColorectumCRCcanonical Wnt signaling pathway59/2078303/187231.15e-053.74e-0459
GO:00719004ColorectumCRCregulation of protein serine/threonine kinase activity65/2078359/187234.67e-051.10e-0365
GO:00458605ColorectumCRCpositive regulation of protein kinase activity67/2078386/187231.34e-042.55e-0367
GO:00336745ColorectumCRCpositive regulation of kinase activity77/2078467/187232.42e-044.00e-0377
GO:00719023ColorectumCRCpositive regulation of protein serine/threonine kinase activity39/2078200/187233.20e-044.95e-0339
GO:00457873ColorectumCRCpositive regulation of cell cycle55/2078313/187233.76e-045.57e-0355
GO:00301118EndometriumAEHregulation of Wnt signaling pathway71/2100328/187233.31e-081.87e-0671
GO:00160558EndometriumAEHWnt signaling pathway85/2100444/187234.99e-071.97e-0585
GO:01987388EndometriumAEHcell-cell signaling by wnt85/2100446/187236.07e-072.29e-0585
GO:00608288EndometriumAEHregulation of canonical Wnt signaling pathway54/2100253/187232.22e-066.56e-0554
GO:00600708EndometriumAEHcanonical Wnt signaling pathway58/2100303/187233.12e-055.66e-0458
GO:003367414EndometriumAEHpositive regulation of kinase activity78/2100467/187232.03e-042.54e-0378
GO:00457877EndometriumAEHpositive regulation of cell cycle56/2100313/187232.73e-043.14e-0356
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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
CCNYSNVMissense_Mutationc.176N>Gp.Pro59Argp.P59RQ8ND76protein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A08R-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CCNYSNVMissense_Mutationnovelc.728N>Cp.Asp243Alap.D243AQ8ND76protein_codingdeleterious(0)possibly_damaging(0.685)TCGA-OL-A5RV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinCR
CCNYSNVMissense_Mutationc.656C>Tp.Ala219Valp.A219VQ8ND76protein_codingdeleterious(0.01)benign(0.104)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CCNYSNVMissense_Mutationc.448N>Tp.His150Tyrp.H150YQ8ND76protein_codingtolerated(0.07)probably_damaging(1)TCGA-DS-A0VK-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
CCNYSNVMissense_Mutationc.362N>Cp.Lys121Thrp.K121TQ8ND76protein_codingdeleterious(0)probably_damaging(0.964)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
CCNYSNVMissense_Mutationrs202203761c.370N>Ap.Ala124Thrp.A124TQ8ND76protein_codingtolerated(1)benign(0.013)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
CCNYSNVMissense_Mutationc.571G>Ap.Val191Ilep.V191IQ8ND76protein_codingtolerated(0.49)probably_damaging(0.999)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CCNYSNVMissense_Mutationc.751N>Ap.Glu251Lysp.E251KQ8ND76protein_codingtolerated(0.09)probably_damaging(1)TCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CCNYSNVMissense_Mutationnovelc.226N>Ap.Asp76Asnp.D76NQ8ND76protein_codingdeleterious(0.05)probably_damaging(1)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
CCNYSNVMissense_Mutationrs756155029c.224N>Tp.Thr75Metp.T75MQ8ND76protein_codingtolerated(0.32)probably_damaging(0.931)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
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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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