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: RNF145

Gene summary for RNF145

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RNF145

Gene ID

153830

Gene namering finger protein 145
Gene AliasRNF145
Cytomap5q33.3
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q8NDT8


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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
153830RNF145SYSMH4HumanOral cavityOSCC1.52e-061.11e-010.1226
153830RNF145HTA12-23-1HumanPancreasPDAC5.58e-046.31e-010.3405
153830RNF145HTA12-25-1HumanPancreasPDAC6.26e-045.65e-010.313
153830RNF145HTA12-26-1HumanPancreasPDAC5.75e-146.95e-010.3728
153830RNF145HTA12-29-1HumanPancreasPDAC2.31e-154.42e-010.3722
153830RNF145GSM5252130_BPH340PrGF_ViaHumanProstateBPH2.50e-106.11e-01-0.1972
153830RNF145GSM5252131_BPH340PrSF_ViaHumanProstateBPH1.17e-086.39e-01-0.2126
153830RNF145047563_1562-all-cellsHumanProstateBPH3.40e-124.83e-020.0791
153830RNF145048752_1579-all-cellsHumanProstateBPH7.38e-032.47e-010.1008
153830RNF145052095_1628-all-cellsHumanProstateBPH2.28e-064.20e-010.1032
153830RNF145052097_1595-all-cellsHumanProstateBPH3.40e-052.95e-010.0972
153830RNF145052099_1652-all-cellsHumanProstateBPH4.41e-032.63e-010.1038
153830RNF145Dong_P1HumanProstateTumor6.02e-323.96e-010.035
153830RNF145Dong_P3HumanProstateTumor3.37e-07-1.19e-020.0278
153830RNF145Dong_P4HumanProstateTumor1.14e-063.93e-020.0292
153830RNF145Dong_P5HumanProstateTumor1.69e-311.27e-010.053
153830RNF145GSM5353225_PA_PR5196-1_Pool_1_2_3_S53_L002HumanProstateTumor4.51e-023.42e-010.1619
153830RNF145GSM5353240_PA_PR5254_T1_S15_L001HumanProstateTumor9.47e-03-1.28e-020.1575
153830RNF145GSM5353243_PA_PR5261_T1_S23_L002HumanProstateTumor1.14e-07-1.44e-010.1545
153830RNF145GSM5353244_PA_PR5261_T2_S24_L002HumanProstateTumor1.20e-06-1.64e-020.1569
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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
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
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
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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
RNF145SNVMissense_Mutationnovelc.116N>Tp.Ala39Valp.A39VQ96MT1protein_codingtolerated(0.13)possibly_damaging(0.862)TCGA-A2-A3Y0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
RNF145SNVMissense_Mutationrs150853320c.998N>Ap.Arg333Glnp.R333QQ96MT1protein_codingtolerated(0.53)benign(0.076)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RNF145SNVMissense_Mutationc.722N>Cp.Val241Alap.V241AQ96MT1protein_codingtolerated(0.29)benign(0.159)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RNF145SNVMissense_Mutationnovelc.146N>Tp.Ser49Ilep.S49IQ96MT1protein_codingdeleterious(0)probably_damaging(0.977)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RNF145SNVMissense_Mutationc.1789G>Cp.Val597Leup.V597LQ96MT1protein_codingdeleterious(0.02)probably_damaging(0.939)TCGA-BH-A0B4-01Breastbreast invasive carcinomaMale>=65III/IVHormone TherapytamoxiphenSD
RNF145SNVMissense_Mutationc.1517N>Cp.Glu506Alap.E506AQ96MT1protein_codingdeleterious(0)probably_damaging(0.99)TCGA-C8-A26X-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
RNF145insertionNonsense_Mutationnovelc.274_274+1insTAATAACCCTCTTTTCCAGTATAAGTATTTGGCTCTTAATATGCATTATGTAGp.Gly92ValfsTer18p.G92Vfs*18Q96MT1protein_codingTCGA-C8-A1HN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
RNF145SNVMissense_Mutationrs377687714c.1703C>Tp.Ala568Valp.A568VQ96MT1protein_codingdeleterious(0.01)possibly_damaging(0.657)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RNF145SNVMissense_Mutationnovelc.1832N>Ap.Ser611Tyrp.S611YQ96MT1protein_codingdeleterious(0.03)benign(0.191)TCGA-EA-A43B-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RNF145SNVMissense_Mutationc.936N>Gp.Phe312Leup.F312LQ96MT1protein_codingdeleterious(0.01)possibly_damaging(0.813)TCGA-IR-A3LL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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