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:0042176ColorectumADregulation of protein catabolic process160/3918391/187231.06e-197.34e-17160
GO:0009896ColorectumADpositive regulation of catabolic process180/3918492/187234.33e-161.94e-13180
GO:1903362ColorectumADregulation of cellular protein catabolic process109/3918255/187232.14e-156.08e-13109
GO:0010498ColorectumADproteasomal protein catabolic process174/3918490/187233.18e-147.66e-12174
GO:0031331ColorectumADpositive regulation of cellular catabolic process156/3918427/187234.68e-141.05e-11156
GO:1903050ColorectumADregulation of proteolysis involved in cellular protein catabolic process92/3918221/187232.04e-123.19e-1092
GO:0045732ColorectumADpositive regulation of protein catabolic process92/3918231/187233.85e-114.47e-0992
GO:0043161ColorectumADproteasome-mediated ubiquitin-dependent protein catabolic process141/3918412/187231.77e-101.68e-08141
GO:0045862ColorectumADpositive regulation of proteolysis129/3918372/187234.04e-103.46e-08129
GO:0061136ColorectumADregulation of proteasomal protein catabolic process75/3918187/187231.65e-091.20e-0775
GO:2000058ColorectumADregulation of ubiquitin-dependent protein catabolic process68/3918164/187231.82e-091.31e-0768
GO:1903364ColorectumADpositive regulation of cellular protein catabolic process62/3918155/187234.66e-082.51e-0662
GO:1903320ColorectumADregulation of protein modification by small protein conjugation or removal86/3918242/187239.43e-084.65e-0686
GO:0032434ColorectumADregulation of proteasomal ubiquitin-dependent protein catabolic process54/3918134/187232.51e-071.02e-0554
GO:1903052ColorectumADpositive regulation of proteolysis involved in cellular protein catabolic process53/3918133/187234.93e-071.85e-0553
GO:2000060ColorectumADpositive regulation of ubiquitin-dependent protein catabolic process44/3918107/187231.65e-065.03e-0544
GO:0031396ColorectumADregulation of protein ubiquitination72/3918210/187234.50e-061.21e-0472
GO:0000209ColorectumADprotein polyubiquitination78/3918236/187238.71e-062.06e-0478
GO:1901800ColorectumADpositive regulation of proteasomal protein catabolic process44/3918114/187231.18e-052.62e-0444
GO:0032436ColorectumADpositive regulation of proteasomal ubiquitin-dependent protein catabolic process36/391890/187232.89e-055.37e-0436
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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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