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: MRPL58

Gene summary for MRPL58

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MRPL58

Gene ID

3396

Gene namemitochondrial ribosomal protein L58
Gene AliasDS-1
Cytomap17q25.1
Gene Typeprotein-coding
GO ID

GO:0006412

UniProtAcc

Q14197


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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
3396MRPL58GSM4909285HumanBreastIDC1.60e-335.53e-010.21
3396MRPL58GSM4909287HumanBreastIDC1.48e-022.13e-010.2057
3396MRPL58GSM4909290HumanBreastIDC1.09e-154.57e-010.2096
3396MRPL58GSM4909291HumanBreastIDC4.45e-022.37e-010.1753
3396MRPL58GSM4909308HumanBreastIDC1.42e-031.96e-010.158
3396MRPL58GSM4909317HumanBreastIDC6.95e-042.15e-010.1355
3396MRPL58GSM4909319HumanBreastIDC5.24e-057.02e-020.1563
3396MRPL58GSM4909321HumanBreastIDC1.27e-022.29e-010.1559
3396MRPL58brca1HumanBreastPrecancer7.01e-03-8.24e-02-0.0338
3396MRPL58brca2HumanBreastPrecancer7.01e-03-8.24e-02-0.024
3396MRPL58brca3HumanBreastPrecancer7.01e-03-8.24e-02-0.0263
3396MRPL58P2HumanBreastIDC4.05e-064.18e-010.21
3396MRPL58DCIS2HumanBreastDCIS1.08e-351.85e-010.0085
3396MRPL58LZE2THumanEsophagusESCC1.45e-023.05e-010.082
3396MRPL58LZE4THumanEsophagusESCC8.03e-082.96e-010.0811
3396MRPL58LZE8THumanEsophagusESCC4.33e-031.10e-010.067
3396MRPL58LZE22THumanEsophagusESCC1.27e-085.28e-010.068
3396MRPL58LZE24THumanEsophagusESCC2.15e-143.58e-010.0596
3396MRPL58LZE21THumanEsophagusESCC5.81e-043.92e-010.0655
3396MRPL58HCC1HumanLiverHCC2.65e-022.31e+000.5336
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
∗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:00224119BreastPrecancercellular component disassembly44/1080443/187233.17e-044.51e-0344
GO:00325432BreastIDCmitochondrial translation13/143476/187234.81e-033.67e-0213
GO:003254311BreastDCISmitochondrial translation13/139076/187233.70e-032.99e-0213
GO:002241113BreastDCIScellular component disassembly48/1390443/187235.35e-033.92e-0248
GO:002241112LiverHCCcellular component disassembly282/7958443/187231.02e-191.38e-17282
GO:01400531LiverHCCmitochondrial gene expression82/7958108/187231.49e-127.20e-1182
GO:00325431LiverHCCmitochondrial translation62/795876/187232.95e-121.34e-1062
GO:003298411LiverHCCprotein-containing complex disassembly138/7958224/187235.59e-091.46e-07138
GO:00436242LiverHCCcellular protein complex disassembly71/7958136/187231.39e-024.95e-0271
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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
MRPL58SNVMissense_Mutationc.169N>Gp.Thr57Alap.T57AQ14197protein_codingtolerated(0.26)benign(0.007)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MRPL58SNVMissense_Mutationnovelc.278N>Gp.Asn93Serp.N93SQ14197protein_codingdeleterious(0)probably_damaging(0.977)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
MRPL58SNVMissense_Mutationnovelc.236N>Cp.Ile79Thrp.I79TQ14197protein_codingdeleterious(0)possibly_damaging(0.697)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
MRPL58SNVMissense_Mutationrs375880126c.434G>Ap.Arg145Glnp.R145QQ14197protein_codingtolerated(0.13)probably_damaging(0.949)TCGA-AD-A5EJ-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MRPL58SNVMissense_Mutationnovelc.7N>Ap.Ala3Thrp.A3TQ14197protein_codingtolerated_low_confidence(0.15)benign(0.007)TCGA-AJ-A3NE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
MRPL58SNVMissense_Mutationrs747226298c.226C>Tp.Arg76Cysp.R76CQ14197protein_codingdeleterious(0.03)benign(0.426)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
MRPL58SNVMissense_Mutationc.335C>Tp.Ala112Valp.A112VQ14197protein_codingdeleterious(0)benign(0.284)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
MRPL58SNVMissense_Mutationrs751797695c.535N>Gp.Arg179Glyp.R179GQ14197protein_codingdeleterious(0)probably_damaging(1)TCGA-BK-A13B-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownPD
MRPL58SNVMissense_Mutationnovelc.523C>Ap.Leu175Ilep.L175IQ14197protein_codingdeleterious(0.05)possibly_damaging(0.715)TCGA-D1-A103-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
MRPL58SNVMissense_Mutationrs764514778c.553C>Tp.Arg185Trpp.R185WQ14197protein_codingdeleterious(0)probably_damaging(0.991)TCGA-D1-A103-01Endometriumuterine corpus endometrioid carcinomaFemale>=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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