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: MRPS30

Gene summary for MRPS30

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MRPS30

Gene ID

10884

Gene namemitochondrial ribosomal protein S30
Gene AliasMRP-S30
Cytomap5p12
Gene Typeprotein-coding
GO ID

GO:0006412

UniProtAcc

Q9NP92


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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
10884MRPS30GSM4909306HumanBreastIDC5.51e-368.37e-010.1564
10884MRPS30GSM4909307HumanBreastIDC8.81e-388.39e-010.1569
10884MRPS30GSM4909308HumanBreastIDC2.46e-971.28e+000.158
10884MRPS30GSM4909311HumanBreastIDC1.77e-04-1.35e-010.1534
10884MRPS30GSM4909319HumanBreastIDC7.70e-04-3.65e-020.1563
10884MRPS30GSM4909321HumanBreastIDC7.29e-042.10e-010.1559
10884MRPS30brca1HumanBreastPrecancer1.65e-051.87e-01-0.0338
10884MRPS30NCCBC3HumanBreastDCIS4.24e-053.25e-010.1198
10884MRPS30P3HumanBreastIDC2.93e-159.98e-010.1542
10884MRPS30DCIS2HumanBreastDCIS2.27e-244.60e-020.0085
10884MRPS30LZE4THumanEsophagusESCC4.81e-172.55e-010.0811
10884MRPS30LZE7THumanEsophagusESCC2.82e-065.50e-010.0667
10884MRPS30LZE8THumanEsophagusESCC4.24e-051.36e-010.067
10884MRPS30LZE24THumanEsophagusESCC1.93e-113.01e-010.0596
10884MRPS30LZE6THumanEsophagusESCC3.35e-043.90e-010.0845
10884MRPS30P2T-EHumanEsophagusESCC1.06e-233.60e-010.1177
10884MRPS30P4T-EHumanEsophagusESCC7.56e-288.73e-010.1323
10884MRPS30P5T-EHumanEsophagusESCC5.40e-287.93e-010.1327
10884MRPS30P8T-EHumanEsophagusESCC2.43e-264.27e-010.0889
10884MRPS30P9T-EHumanEsophagusESCC2.34e-223.91e-010.1131
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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
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
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
MRPS30SNVMissense_Mutationc.949G>Ap.Ala317Thrp.A317TQ9NP92protein_codingtolerated(0.35)possibly_damaging(0.657)TCGA-DS-A0VM-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
MRPS30SNVMissense_Mutationnovelc.113C>Tp.Ala38Valp.A38VQ9NP92protein_codingtolerated(0.08)benign(0.022)TCGA-ZJ-AAXD-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
MRPS30SNVMissense_Mutationrs534375825c.634C>Tp.Arg212Cysp.R212CQ9NP92protein_codingdeleterious(0.02)benign(0.111)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MRPS30SNVMissense_Mutationc.253N>Gp.Lys85Glup.K85EQ9NP92protein_codingdeleterious(0.01)possibly_damaging(0.858)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
MRPS30SNVMissense_Mutationrs780785088c.689N>Ap.Arg230Glnp.R230QQ9NP92protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AZ-4615-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyxelodaPD
MRPS30SNVMissense_Mutationc.518N>Ap.Ser173Tyrp.S173YQ9NP92protein_codingtolerated(0.82)benign(0.038)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
MRPS30SNVMissense_Mutationc.1182G>Tp.Trp394Cysp.W394CQ9NP92protein_codingdeleterious(0)probably_damaging(1)TCGA-CM-4743-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapycapecitabineSD
MRPS30SNVMissense_Mutationc.1150N>Ap.Asp384Asnp.D384NQ9NP92protein_codingdeleterious(0.04)benign(0.206)TCGA-CM-5863-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinSD
MRPS30SNVMissense_Mutationc.778G>Ap.Glu260Lysp.E260KQ9NP92protein_codingdeleterious(0.02)possibly_damaging(0.871)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
MRPS30deletionFrame_Shift_Delrs764773638c.968delNp.Phe324LeufsTer37p.F324Lfs*37Q9NP92protein_codingTCGA-D5-6530-01Colorectumcolon adenocarcinomaMale<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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