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: MRPL53

Gene summary for MRPL53

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MRPL53

Gene ID

116540

Gene namemitochondrial ribosomal protein L53
Gene AliasL53MT
Cytomap2p13.1
Gene Typeprotein-coding
GO ID

GO:0000313

UniProtAcc

Q96EL3


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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
116540MRPL53LZE5THumanEsophagusESCC1.48e-053.08e-010.0514
116540MRPL53LZE24THumanEsophagusESCC2.20e-041.43e-010.0596
116540MRPL53P1T-EHumanEsophagusESCC1.64e-052.78e-010.0875
116540MRPL53P2T-EHumanEsophagusESCC3.60e-132.16e-010.1177
116540MRPL53P4T-EHumanEsophagusESCC3.18e-143.40e-010.1323
116540MRPL53P5T-EHumanEsophagusESCC6.56e-153.11e-010.1327
116540MRPL53P8T-EHumanEsophagusESCC4.40e-091.57e-010.0889
116540MRPL53P9T-EHumanEsophagusESCC3.82e-081.95e-010.1131
116540MRPL53P10T-EHumanEsophagusESCC4.31e-061.59e-010.116
116540MRPL53P11T-EHumanEsophagusESCC6.74e-092.94e-010.1426
116540MRPL53P12T-EHumanEsophagusESCC2.05e-071.96e-010.1122
116540MRPL53P15T-EHumanEsophagusESCC1.53e-112.36e-010.1149
116540MRPL53P16T-EHumanEsophagusESCC2.03e-091.66e-010.1153
116540MRPL53P17T-EHumanEsophagusESCC7.64e-083.15e-010.1278
116540MRPL53P19T-EHumanEsophagusESCC5.57e-053.45e-010.1662
116540MRPL53P20T-EHumanEsophagusESCC1.73e-122.62e-010.1124
116540MRPL53P21T-EHumanEsophagusESCC9.53e-092.31e-010.1617
116540MRPL53P22T-EHumanEsophagusESCC7.98e-132.45e-010.1236
116540MRPL53P23T-EHumanEsophagusESCC2.24e-102.83e-010.108
116540MRPL53P26T-EHumanEsophagusESCC1.47e-143.12e-010.1276
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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
∗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
MRPL53SNVMissense_Mutationrs150499635c.19C>Tp.Arg7Trpp.R7WQ96EL3protein_codingdeleterious(0.01)benign(0.165)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
MRPL53SNVMissense_Mutationnovelc.70G>Cp.Glu24Glnp.E24QQ96EL3protein_codingdeleterious(0.03)benign(0.38)TCGA-AR-A0TX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MRPL53SNVMissense_Mutationrs202083153c.217N>Tp.Arg73Cysp.R73CQ96EL3protein_codingdeleterious(0)probably_damaging(0.981)TCGA-D8-A1JC-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinSD
MRPL53SNVMissense_Mutationrs773890839c.317C>Tp.Pro106Leup.P106LQ96EL3protein_codingdeleterious_low_confidence(0.05)probably_damaging(0.995)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MRPL53SNVMissense_Mutationc.72N>Tp.Glu24Aspp.E24DQ96EL3protein_codingtolerated(0.08)benign(0.074)TCGA-VS-A953-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
MRPL53SNVMissense_Mutationnovelc.61T>Ap.Cys21Serp.C21SQ96EL3protein_codingtolerated(0.07)probably_damaging(0.986)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
MRPL53SNVMissense_Mutationnovelc.146N>Tp.Cys49Phep.C49FQ96EL3protein_codingdeleterious(0)probably_damaging(1)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
MRPL53SNVMissense_Mutationnovelc.60N>Ap.Phe20Leup.F20LQ96EL3protein_codingtolerated(0.06)possibly_damaging(0.809)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
MRPL53SNVMissense_Mutationnovelc.124N>Ap.Val42Ilep.V42IQ96EL3protein_codingtolerated(0.39)benign(0.003)TCGA-BG-A221-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
MRPL53insertionFrame_Shift_Insnovelc.77_78insGp.Asn26LysfsTer15p.N26Kfs*15Q96EL3protein_codingTCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
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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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