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: RNF180

Gene summary for RNF180

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RNF180

Gene ID

285671

Gene namering finger protein 180
Gene AliasRINES
Cytomap5q12.3
Gene Typeprotein-coding
GO ID

GO:0000209

UniProtAcc

Q86T96


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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
285671RNF180HTA11_3410_2000001011HumanColorectumAD2.32e-225.64e-010.0155
285671RNF180HTA11_2487_2000001011HumanColorectumSER1.12e-238.14e-01-0.1808
285671RNF180HTA11_2951_2000001011HumanColorectumAD2.22e-106.19e-010.0216
285671RNF180HTA11_1938_2000001011HumanColorectumAD1.35e-401.77e+00-0.0811
285671RNF180HTA11_78_2000001011HumanColorectumAD2.12e-288.76e-01-0.1088
285671RNF180HTA11_347_2000001011HumanColorectumAD4.63e-297.25e-01-0.1954
285671RNF180HTA11_411_2000001011HumanColorectumSER2.64e-057.46e-01-0.2602
285671RNF180HTA11_2112_2000001011HumanColorectumSER5.97e-098.06e-01-0.2196
285671RNF180HTA11_3361_2000001011HumanColorectumAD4.64e-145.35e-01-0.1207
285671RNF180HTA11_83_2000001011HumanColorectumSER2.06e-126.89e-01-0.1526
285671RNF180HTA11_696_2000001011HumanColorectumAD8.73e-388.26e-01-0.1464
285671RNF180HTA11_866_2000001011HumanColorectumAD2.83e-215.62e-01-0.1001
285671RNF180HTA11_1391_2000001011HumanColorectumAD1.89e-216.65e-01-0.059
285671RNF180HTA11_2992_2000001011HumanColorectumSER8.71e-094.51e-01-0.1706
285671RNF180HTA11_546_2000001011HumanColorectumAD6.29e-043.34e-01-0.0842
285671RNF180HTA11_9341_2000001011HumanColorectumSER1.66e-048.24e-01-0.00410000000000005
285671RNF180HTA11_7862_2000001011HumanColorectumAD1.06e-218.58e-01-0.0179
285671RNF180HTA11_866_3004761011HumanColorectumAD3.43e-155.98e-010.096
285671RNF180HTA11_99999970781_79442HumanColorectumMSS5.60e-1052.06e+000.294
285671RNF180HTA11_99999965062_69753HumanColorectumMSI-H2.19e-191.62e+000.3487
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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
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
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
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:190180016EndometriumEECpositive regulation of proteasomal protein catabolic process29/2168114/187233.02e-055.26e-0429
GO:190332213EndometriumEECpositive regulation of protein modification by small protein conjugation or removal33/2168138/187233.49e-055.90e-0433
GO:003139813EndometriumEECpositive regulation of protein ubiquitination29/2168119/187237.05e-051.04e-0329
GO:000020913EndometriumEECprotein polyubiquitination46/2168236/187232.65e-043.04e-0346
GO:004217613LungAISregulation of protein catabolic process92/1849391/187231.34e-153.91e-1292
GO:000989613LungAISpositive regulation of catabolic process103/1849492/187239.59e-141.86e-10103
GO:004573213LungAISpositive regulation of protein catabolic process60/1849231/187231.47e-122.14e-0960
GO:003133113LungAISpositive regulation of cellular catabolic process89/1849427/187236.12e-124.46e-0989
GO:190336213LungAISregulation of cellular protein catabolic process62/1849255/187231.37e-116.13e-0962
GO:200005813LungAISregulation of ubiquitin-dependent protein catabolic process43/1849164/187231.55e-092.91e-0743
GO:190332013LungAISregulation of protein modification by small protein conjugation or removal55/1849242/187232.75e-094.92e-0755
GO:190336413LungAISpositive regulation of cellular protein catabolic process41/1849155/187232.79e-094.92e-0741
GO:190305013LungAISregulation of proteolysis involved in cellular protein catabolic process51/1849221/187235.97e-099.87e-0751
GO:004586213LungAISpositive regulation of proteolysis73/1849372/187237.68e-091.21e-0673
GO:200006013LungAISpositive regulation of ubiquitin-dependent protein catabolic process31/1849107/187232.36e-083.12e-0631
GO:004316113LungAISproteasome-mediated ubiquitin-dependent protein catabolic process77/1849412/187232.74e-083.47e-0677
GO:001049813LungAISproteasomal protein catabolic process87/1849490/187234.15e-085.03e-0687
GO:003139613LungAISregulation of protein ubiquitination46/1849210/187231.71e-071.72e-0546
GO:000020912LungAISprotein polyubiquitination49/1849236/187233.85e-073.16e-0549
GO:190305212LungAISpositive regulation of proteolysis involved in cellular protein catabolic process33/1849133/187234.82e-073.65e-0533
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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
RNF180SNVMissense_Mutationnovelc.1502N>Cp.Ile501Thrp.I501TQ86T96protein_codingdeleterious(0.04)benign(0.007)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RNF180SNVMissense_Mutationc.1037C>Tp.Ser346Leup.S346LQ86T96protein_codingtolerated(0.27)benign(0.203)TCGA-BH-A0DT-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
RNF180SNVMissense_Mutationc.1378N>Ap.Leu460Metp.L460MQ86T96protein_codingdeleterious(0)probably_damaging(0.998)TCGA-BH-A18J-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
RNF180SNVMissense_Mutationnovelc.1497N>Cp.Leu499Phep.L499FQ86T96protein_codingtolerated(0.05)benign(0.246)TCGA-PE-A5DE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
RNF180insertionFrame_Shift_Insnovelc.710_711insTTGCTATTACTTTCTCCTCCTTTTCCTTCCTCCTTCCTCCGTGTGGp.Glu237AspfsTer26p.E237Dfs*26Q86T96protein_codingTCGA-A8-A07G-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilCR
RNF180SNVMissense_Mutationnovelc.1223N>Tp.His408Leup.H408LQ86T96protein_codingtolerated(0.33)benign(0.039)TCGA-VS-A8EL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RNF180SNVMissense_Mutationrs373363351c.186G>Cp.Met62Ilep.M62IQ86T96protein_codingtolerated(0.06)benign(0.292)TCGA-VS-A953-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
RNF180SNVMissense_Mutationc.832N>Ap.Tyr278Asnp.Y278NQ86T96protein_codingtolerated(0.44)benign(0)TCGA-AA-3693-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
RNF180SNVMissense_Mutationnovelc.1592A>Gp.His531Argp.H531RQ86T96protein_codingtolerated(1)benign(0)TCGA-AA-3815-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
RNF180SNVMissense_Mutationnovelc.443N>Gp.Asp148Glyp.D148GQ86T96protein_codingtolerated(0.09)benign(0.057)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<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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