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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: CYREN

Gene summary for CYREN

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CYREN

Gene ID

78996

Gene namecell cycle regulator of NHEJ
Gene AliasC7orf49
Cytomap7q33
Gene Typeprotein-coding
GO ID

GO:0002200

UniProtAcc

Q9BWK5


Top

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
78996CYRENS014HumanLiverHCC7.27e-369.45e-010.2254
78996CYRENS015HumanLiverHCC3.31e-281.06e+000.2375
78996CYRENS016HumanLiverHCC4.96e-287.31e-010.2243
78996CYRENS027HumanLiverHCC4.81e-087.00e-010.2446
78996CYRENS028HumanLiverHCC2.95e-248.53e-010.2503
78996CYRENS029HumanLiverHCC1.31e-197.31e-010.2581
78996CYRENPTC01HumanThyroidPTC1.09e-029.68e-020.1899
78996CYRENPTC05HumanThyroidPTC4.70e-031.52e-010.2065
78996CYRENPTC06HumanThyroidPTC3.41e-102.37e-010.2057
78996CYRENPTC07HumanThyroidPTC5.11e-122.40e-010.2044
78996CYRENATC09HumanThyroidATC1.77e-083.43e-010.2871
78996CYRENATC12HumanThyroidATC4.25e-143.11e-010.34
78996CYRENATC13HumanThyroidATC5.96e-081.48e-010.34
78996CYRENATC1HumanThyroidATC4.49e-083.69e-010.2878
78996CYRENATC2HumanThyroidATC9.20e-147.74e-010.34
78996CYRENATC4HumanThyroidATC1.37e-204.26e-010.34
78996CYRENATC5HumanThyroidATC1.29e-071.74e-010.34
Page: 1 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:005105221LiverHCCregulation of DNA metabolic process198/7958359/187237.62e-071.17e-05198
GO:200102021LiverHCCregulation of response to DNA damage stimulus128/7958219/187231.31e-061.90e-05128
GO:00062824LiverHCCregulation of DNA repair74/7958130/187236.27e-043.89e-0374
GO:00063021LiverHCCdouble-strand break repair131/7958251/187231.17e-036.54e-03131
GO:0002200LiverHCCsomatic diversification of immune receptors44/795877/187236.70e-032.72e-0244
GO:2000779LiverHCCregulation of double-strand break repair47/795885/187231.17e-024.28e-0247
GO:0016445LiverHCCsomatic diversification of immunoglobulins38/795867/187231.32e-024.73e-0238
GO:005105218ThyroidPTCregulation of DNA metabolic process171/5968359/187232.52e-108.33e-09171
GO:2001020112ThyroidPTCregulation of response to DNA damage stimulus113/5968219/187239.37e-102.77e-08113
GO:00062828ThyroidPTCregulation of DNA repair65/5968130/187231.25e-051.36e-0465
GO:20010216ThyroidPTCnegative regulation of response to DNA damage stimulus44/596881/187232.34e-052.33e-0444
GO:20007794ThyroidPTCregulation of double-strand break repair42/596885/187235.59e-043.56e-0342
GO:00063026ThyroidPTCdouble-strand break repair103/5968251/187231.30e-037.40e-03103
GO:2001032ThyroidPTCregulation of double-strand break repair via nonhomologous end joining17/596829/187232.65e-031.35e-0217
GO:00063032ThyroidPTCdouble-strand break repair via nonhomologous end joining32/596866/187233.55e-031.71e-0232
GO:00510532ThyroidPTCnegative regulation of DNA metabolic process53/5968125/187238.39e-033.53e-0253
GO:00022004ThyroidPTCsomatic diversification of immune receptors35/596877/187238.56e-033.59e-0235
GO:00164453ThyroidPTCsomatic diversification of immunoglobulins31/596867/187239.51e-033.91e-0231
GO:00164473ThyroidPTCsomatic recombination of immunoglobulin gene segments27/596857/187231.04e-024.18e-0227
GO:005105219ThyroidATCregulation of DNA metabolic process183/6293359/187235.97e-122.30e-10183
Page: 1 2 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
Page: 1 

Top

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
Page: 1