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: RNF217

Gene summary for RNF217

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RNF217

Gene ID

154214

Gene namering finger protein 217
Gene AliasC6orf172
Cytomap6q22.31
Gene Typeprotein-coding
GO ID

GO:0000209

UniProtAcc

B3KVC8


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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
154214RNF217CCI_1HumanCervixCC1.90e-089.04e-010.528
154214RNF217CCI_2HumanCervixCC5.98e-101.31e+000.5249
154214RNF217CCI_3HumanCervixCC2.29e-088.47e-010.516
154214RNF217sample3HumanCervixCC2.24e-052.41e-010.1387
154214RNF217T3HumanCervixCC2.00e-052.48e-010.1389
154214RNF217LZE4THumanEsophagusESCC9.15e-197.18e-010.0811
154214RNF217LZE7THumanEsophagusESCC8.26e-063.41e-010.0667
154214RNF217LZE20THumanEsophagusESCC5.09e-034.77e-020.0662
154214RNF217LZE24THumanEsophagusESCC4.88e-045.12e-020.0596
154214RNF217LZE21THumanEsophagusESCC4.17e-021.71e-010.0655
154214RNF217P2T-EHumanEsophagusESCC5.14e-116.89e-020.1177
154214RNF217P4T-EHumanEsophagusESCC5.63e-121.49e-010.1323
154214RNF217P5T-EHumanEsophagusESCC1.08e-101.32e-010.1327
154214RNF217P8T-EHumanEsophagusESCC1.73e-087.36e-020.0889
154214RNF217P9T-EHumanEsophagusESCC1.04e-041.72e-010.1131
154214RNF217P10T-EHumanEsophagusESCC6.99e-101.70e-010.116
154214RNF217P11T-EHumanEsophagusESCC1.13e-061.75e-010.1426
154214RNF217P12T-EHumanEsophagusESCC1.05e-131.54e-010.1122
154214RNF217P15T-EHumanEsophagusESCC1.05e-123.61e-010.1149
154214RNF217P16T-EHumanEsophagusESCC9.04e-032.68e-030.1153
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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
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:190336412LiverCirrhoticpositive regulation of cellular protein catabolic process80/4634155/187235.04e-133.86e-1180
GO:190305012LiverCirrhoticregulation of proteolysis involved in cellular protein catabolic process103/4634221/187231.14e-128.61e-11103
GO:200005812LiverCirrhoticregulation of ubiquitin-dependent protein catabolic process81/4634164/187237.22e-124.92e-1081
GO:006113612LiverCirrhoticregulation of proteasomal protein catabolic process84/4634187/187231.28e-095.56e-0884
GO:190305211LiverCirrhoticpositive regulation of proteolysis involved in cellular protein catabolic process64/4634133/187234.23e-091.70e-0764
GO:003243412LiverCirrhoticregulation of proteasomal ubiquitin-dependent protein catabolic process64/4634134/187236.16e-092.40e-0764
GO:200006012LiverCirrhoticpositive regulation of ubiquitin-dependent protein catabolic process52/4634107/187237.75e-082.30e-0652
GO:19018005LiverCirrhoticpositive regulation of proteasomal protein catabolic process54/4634114/187231.30e-073.57e-0654
GO:00324366LiverCirrhoticpositive regulation of proteasomal ubiquitin-dependent protein catabolic process43/463490/187231.80e-063.40e-0543
GO:000020911LiverCirrhoticprotein polyubiquitination89/4634236/187236.09e-069.80e-0589
GO:001049822LiverHCCproteasomal protein catabolic process351/7958490/187236.92e-401.46e-36351
GO:004316122LiverHCCproteasome-mediated ubiquitin-dependent protein catabolic process299/7958412/187237.82e-368.27e-33299
GO:000989622LiverHCCpositive regulation of catabolic process335/7958492/187233.83e-311.87e-28335
GO:003133122LiverHCCpositive regulation of cellular catabolic process295/7958427/187233.20e-291.45e-26295
GO:004217622LiverHCCregulation of protein catabolic process267/7958391/187232.45e-257.38e-23267
GO:190336222LiverHCCregulation of cellular protein catabolic process182/7958255/187235.91e-218.52e-19182
GO:004573222LiverHCCpositive regulation of protein catabolic process163/7958231/187234.00e-184.69e-16163
GO:190305022LiverHCCregulation of proteolysis involved in cellular protein catabolic process157/7958221/187235.93e-186.83e-16157
GO:006113622LiverHCCregulation of proteasomal protein catabolic process134/7958187/187235.03e-164.09e-14134
GO:190336422LiverHCCpositive regulation of cellular protein catabolic process115/7958155/187239.30e-167.19e-14115
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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
RNF217SNVMissense_Mutationrs865840139c.943G>Ap.Glu315Lysp.E315KQ8TC41protein_codingtolerated(0.07)probably_damaging(0.999)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
RNF217insertionFrame_Shift_Insnovelc.1240_1241insGATGCAGTGTTGATGTCTGTATGTGTTTGCGTAAGGCCp.Glu414GlyfsTer39p.E414Gfs*39Q8TC41protein_codingTCGA-B6-A0I6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
RNF217deletionFrame_Shift_Delnovelc.1623delNp.Trp542GlyfsTer10p.W542Gfs*10Q8TC41protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
RNF217SNVMissense_Mutationnovelc.346G>Ap.Asp116Asnp.D116NQ8TC41protein_codingdeleterious_low_confidence(0.02)benign(0.078)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RNF217SNVMissense_Mutationc.1277N>Ap.Cys426Tyrp.C426YQ8TC41protein_codingdeleterious(0.04)probably_damaging(0.924)TCGA-JW-A5VJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
RNF217SNVMissense_Mutationnovelc.601N>Gp.Arg201Glyp.R201GQ8TC41protein_codingtolerated_low_confidence(0.35)benign(0.03)TCGA-VS-A953-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
RNF217insertionFrame_Shift_Insnovelc.1587_1588insAp.Gln532ThrfsTer16p.Q532Tfs*16Q8TC41protein_codingTCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
RNF217SNVMissense_Mutationc.1568N>Gp.Phe523Cysp.F523CQ8TC41protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
RNF217SNVMissense_Mutationrs778499520c.1352N>Ap.Arg451Glnp.R451QQ8TC41protein_codingtolerated(0.06)probably_damaging(0.999)TCGA-DM-A1D4-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
RNF217SNVMissense_Mutationc.1528G>Cp.Ala510Prop.A510PQ8TC41protein_codingdeleterious(0.01)possibly_damaging(0.896)TCGA-AG-3592-01Colorectumrectum adenocarcinomaMale>=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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