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: MRPL50

Gene summary for MRPL50

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MRPL50

Gene ID

54534

Gene namemitochondrial ribosomal protein L50
Gene AliasMRP-L50
Cytomap9q31.1
Gene Typeprotein-coding
GO ID

GO:0000313

UniProtAcc

Q8N5N7


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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
54534MRPL50P19T-EHumanEsophagusESCC1.22e-086.41e-010.1662
54534MRPL50P20T-EHumanEsophagusESCC1.05e-102.50e-010.1124
54534MRPL50P21T-EHumanEsophagusESCC8.64e-481.06e+000.1617
54534MRPL50P22T-EHumanEsophagusESCC1.03e-194.11e-010.1236
54534MRPL50P23T-EHumanEsophagusESCC1.46e-233.65e-010.108
54534MRPL50P24T-EHumanEsophagusESCC2.40e-235.98e-010.1287
54534MRPL50P26T-EHumanEsophagusESCC1.67e-276.19e-010.1276
54534MRPL50P27T-EHumanEsophagusESCC8.63e-253.14e-010.1055
54534MRPL50P28T-EHumanEsophagusESCC9.20e-306.21e-010.1149
54534MRPL50P30T-EHumanEsophagusESCC7.46e-391.04e+000.137
54534MRPL50P31T-EHumanEsophagusESCC4.60e-277.55e-010.1251
54534MRPL50P32T-EHumanEsophagusESCC9.19e-398.51e-010.1666
54534MRPL50P36T-EHumanEsophagusESCC3.60e-266.81e-010.1187
54534MRPL50P37T-EHumanEsophagusESCC6.42e-205.50e-010.1371
54534MRPL50P38T-EHumanEsophagusESCC1.09e-072.51e-010.127
54534MRPL50P39T-EHumanEsophagusESCC9.61e-183.50e-010.0894
54534MRPL50P40T-EHumanEsophagusESCC1.97e-173.26e-010.109
54534MRPL50P42T-EHumanEsophagusESCC4.41e-205.07e-010.1175
54534MRPL50P44T-EHumanEsophagusESCC1.88e-141.40e-010.1096
54534MRPL50P47T-EHumanEsophagusESCC1.62e-163.54e-010.1067
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
∗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
MRPL50SNVMissense_Mutationc.365G>Tp.Arg122Metp.R122MQ8N5N7protein_codingdeleterious(0.04)possibly_damaging(0.579)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MRPL50SNVMissense_Mutationnovelc.97G>Cp.Glu33Glnp.E33QQ8N5N7protein_codingtolerated(0.11)benign(0.006)TCGA-C8-A3M7-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
MRPL50insertionFrame_Shift_Insnovelc.382_383insTAGTp.Asp128ValfsTer5p.D128Vfs*5Q8N5N7protein_codingTCGA-A7-A26I-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
MRPL50SNVMissense_Mutationrs781375636c.298C>Tp.Leu100Phep.L100FQ8N5N7protein_codingtolerated(0.14)benign(0.096)TCGA-C5-A2LZ-01Cervixcervical & endocervical cancerFemale>=65III/IVUnknownUnknownPD
MRPL50SNVMissense_Mutationc.392A>Gp.Asn131Serp.N131SQ8N5N7protein_codingtolerated(1)benign(0.001)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MRPL50SNVMissense_Mutationnovelc.299N>Gp.Leu100Argp.L100RQ8N5N7protein_codingdeleterious(0)probably_damaging(0.964)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
MRPL50SNVMissense_Mutationrs143180617c.206N>Ap.Arg69Hisp.R69HQ8N5N7protein_codingtolerated(0.32)probably_damaging(0.938)TCGA-A5-A0VP-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
MRPL50SNVMissense_Mutationrs544635589c.283N>Tp.Arg95Cysp.R95CQ8N5N7protein_codingdeleterious(0.03)possibly_damaging(0.761)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
MRPL50SNVMissense_Mutationnovelc.83N>Ap.Ser28Tyrp.S28YQ8N5N7protein_codingdeleterious(0.01)probably_damaging(0.993)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
MRPL50SNVMissense_Mutationrs544635589c.283N>Tp.Arg95Cysp.R95CQ8N5N7protein_codingdeleterious(0.03)possibly_damaging(0.761)TCGA-AP-A051-01Endometriumuterine 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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