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: RING1

Gene summary for RING1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RING1

Gene ID

6015

Gene namering finger protein 1
Gene AliasRING1A
Cytomap6p21.32
Gene Typeprotein-coding
GO ID

GO:0001654

UniProtAcc

A0A1U9X8F2


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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
6015RING1LZE2THumanEsophagusESCC3.30e-033.00e-010.082
6015RING1LZE4THumanEsophagusESCC8.40e-173.51e-010.0811
6015RING1LZE7THumanEsophagusESCC2.29e-184.06e-010.0667
6015RING1LZE20THumanEsophagusESCC1.77e-093.22e-010.0662
6015RING1LZE22D1HumanEsophagusHGIN2.55e-051.59e-010.0595
6015RING1LZE22THumanEsophagusESCC1.49e-055.80e-010.068
6015RING1LZE24THumanEsophagusESCC9.74e-267.40e-010.0596
6015RING1LZE22D3HumanEsophagusHGIN1.39e-033.26e-010.0653
6015RING1LZE21THumanEsophagusESCC3.39e-125.77e-010.0655
6015RING1P1T-EHumanEsophagusESCC2.44e-175.96e-010.0875
6015RING1P2T-EHumanEsophagusESCC4.61e-559.78e-010.1177
6015RING1P4T-EHumanEsophagusESCC2.76e-388.24e-010.1323
6015RING1P5T-EHumanEsophagusESCC4.60e-314.62e-010.1327
6015RING1P8T-EHumanEsophagusESCC2.91e-476.75e-010.0889
6015RING1P9T-EHumanEsophagusESCC9.57e-234.17e-010.1131
6015RING1P10T-EHumanEsophagusESCC1.21e-315.66e-010.116
6015RING1P11T-EHumanEsophagusESCC5.12e-248.33e-010.1426
6015RING1P12T-EHumanEsophagusESCC7.84e-376.66e-010.1122
6015RING1P15T-EHumanEsophagusESCC1.24e-266.18e-010.1149
6015RING1P16T-EHumanEsophagusESCC8.98e-356.30e-010.1153
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:0006984ColorectumADER-nucleus signaling pathway21/391846/187231.47e-042.08e-0321
GO:0032933ColorectumADSREBP signaling pathway9/391815/187231.11e-031.01e-029
GO:0071501ColorectumADcellular response to sterol depletion9/391816/187232.06e-031.64e-029
GO:0006991ColorectumADresponse to sterol depletion9/391818/187235.82e-033.67e-029
GO:00069841ColorectumSERER-nucleus signaling pathway15/289746/187232.92e-032.59e-0215
GO:00329331ColorectumSERSREBP signaling pathway7/289715/187234.30e-033.45e-027
GO:00715011ColorectumSERcellular response to sterol depletion7/289716/187236.63e-034.69e-027
GO:00165708EsophagusHGINhistone modification92/2587463/187231.70e-043.30e-0392
GO:00165747EsophagusHGINhistone ubiquitination16/258747/187233.61e-045.68e-0316
GO:00335225EsophagusHGINhistone H2A ubiquitination10/258726/187231.60e-031.79e-0210
GO:001657015EsophagusESCChistone modification323/8552463/187232.61e-267.88e-24323
GO:00065136EsophagusESCCprotein monoubiquitination53/855267/187232.11e-084.03e-0753
GO:001657414EsophagusESCChistone ubiquitination40/855247/187232.40e-084.55e-0740
GO:003352213EsophagusESCChistone H2A ubiquitination23/855226/187236.82e-066.90e-0523
GO:00103904EsophagusESCChistone monoubiquitination25/855229/187237.24e-067.20e-0525
GO:00355182EsophagusESCChistone H2A monoubiquitination15/855217/187233.48e-042.03e-0315
GO:001657011LiverCirrhotichistone modification154/4634463/187231.92e-052.57e-04154
GO:001657411LiverCirrhotichistone ubiquitination21/463447/187232.24e-031.36e-0221
GO:00335223LiverCirrhotichistone H2A ubiquitination13/463426/187234.72e-032.48e-0213
GO:00065133LiverCirrhoticprotein monoubiquitination26/463467/187237.53e-033.57e-0226
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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
RING1SNVMissense_Mutationrs73741545c.1004N>Gp.Glu335Glyp.E335GQ06587protein_codingtolerated_low_confidence(0.15)benign(0.001)TCGA-A2-A1G4-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapyadriamycinSD
RING1SNVMissense_Mutationrs536553738c.967N>Ap.Ala323Thrp.A323TQ06587protein_codingtolerated(0.73)benign(0)TCGA-A7-A6VX-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelCR
RING1insertionIn_Frame_Insnovelc.553_554insGATCTATCCTAGCCGGGAGGAATACGAGGCCCATCAp.Asp185delinsGlySerIleLeuAlaGlyArgAsnThrArgProIleAsnp.D185delinsGSILAGRNTRPINQ06587protein_codingTCGA-A8-A09B-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilSD
RING1SNVMissense_Mutationc.1193G>Ap.Cys398Tyrp.C398YQ06587protein_codingtolerated(1)benign(0)TCGA-MU-A51Y-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
RING1SNVMissense_Mutationc.221N>Cp.Val74Alap.V74AQ06587protein_codingdeleterious(0)benign(0.298)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
RING1SNVMissense_Mutationnovelc.674N>Tp.Gly225Valp.G225VQ06587protein_codingtolerated(0.29)possibly_damaging(0.514)TCGA-AA-3526-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
RING1SNVMissense_Mutationrs748416763c.1112N>Tp.Ala371Valp.A371VQ06587protein_codingtolerated(0.07)benign(0.119)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
RING1SNVMissense_Mutationnovelc.53N>Gp.Leu18Argp.L18RQ06587protein_codingdeleterious(0)possibly_damaging(0.87)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
RING1SNVMissense_Mutationc.1121N>Tp.Thr374Metp.T374MQ06587protein_codingtolerated(0.09)possibly_damaging(0.57)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
RING1SNVMissense_Mutationc.743G>Tp.Ser248Ilep.S248IQ06587protein_codingtolerated(0.15)possibly_damaging(0.5)TCGA-DM-A1HA-01Colorectumcolon adenocarcinomaMale>=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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