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: MRPS27

Gene summary for MRPS27

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MRPS27

Gene ID

23107

Gene namemitochondrial ribosomal protein S27
Gene AliasMRP-S27
Cytomap5q13.2
Gene Typeprotein-coding
GO ID

GO:0006412

UniProtAcc

Q6PKB3


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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
23107MRPS27LZE2THumanEsophagusESCC3.32e-043.95e-010.082
23107MRPS27LZE4THumanEsophagusESCC1.84e-036.27e-020.0811
23107MRPS27LZE8THumanEsophagusESCC1.29e-051.56e-010.067
23107MRPS27LZE24THumanEsophagusESCC1.69e-122.77e-010.0596
23107MRPS27LZE6THumanEsophagusESCC1.38e-039.99e-020.0845
23107MRPS27P1T-EHumanEsophagusESCC1.32e-022.11e-010.0875
23107MRPS27P2T-EHumanEsophagusESCC5.31e-286.33e-010.1177
23107MRPS27P4T-EHumanEsophagusESCC9.86e-163.01e-010.1323
23107MRPS27P5T-EHumanEsophagusESCC9.33e-081.68e-010.1327
23107MRPS27P8T-EHumanEsophagusESCC6.53e-136.57e-020.0889
23107MRPS27P9T-EHumanEsophagusESCC2.26e-081.33e-010.1131
23107MRPS27P10T-EHumanEsophagusESCC1.03e-171.42e-010.116
23107MRPS27P11T-EHumanEsophagusESCC3.89e-144.30e-010.1426
23107MRPS27P12T-EHumanEsophagusESCC1.43e-173.97e-010.1122
23107MRPS27P15T-EHumanEsophagusESCC1.34e-185.09e-010.1149
23107MRPS27P16T-EHumanEsophagusESCC5.61e-224.17e-010.1153
23107MRPS27P17T-EHumanEsophagusESCC1.73e-042.39e-010.1278
23107MRPS27P19T-EHumanEsophagusESCC3.72e-036.01e-010.1662
23107MRPS27P20T-EHumanEsophagusESCC2.65e-123.18e-010.1124
23107MRPS27P21T-EHumanEsophagusESCC1.53e-173.91e-010.1617
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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
GO:014005313EsophagusESCCmitochondrial gene expression93/8552108/187231.96e-182.03e-1693
GO:0006417111EsophagusESCCregulation of translation304/8552468/187231.53e-171.33e-15304
GO:003254314EsophagusESCCmitochondrial translation68/855276/187231.02e-156.86e-1468
GO:0045727111EsophagusESCCpositive regulation of translation107/8552136/187232.79e-151.68e-13107
GO:0034250111EsophagusESCCpositive regulation of cellular amide metabolic process123/8552162/187233.32e-151.93e-13123
GO:00701292EsophagusESCCregulation of mitochondrial translation22/855224/187232.82e-063.21e-0522
GO:00621252EsophagusESCCregulation of mitochondrial gene expression24/855228/187231.37e-051.25e-0424
GO:00701312EsophagusESCCpositive regulation of mitochondrial translation14/855215/187231.47e-049.85e-0414
GO:000641722LiverHCCregulation of translation287/7958468/187238.79e-178.08e-15287
GO:01400531LiverHCCmitochondrial gene expression82/7958108/187231.49e-127.20e-1182
GO:00325431LiverHCCmitochondrial translation62/795876/187232.95e-121.34e-1062
GO:004572712LiverHCCpositive regulation of translation97/7958136/187238.51e-123.55e-1097
GO:003425022LiverHCCpositive regulation of cellular amide metabolic process110/7958162/187235.14e-111.92e-09110
GO:0070129LiverHCCregulation of mitochondrial translation19/795824/187232.80e-042.02e-0319
GO:0062125LiverHCCregulation of mitochondrial gene expression21/795828/187234.94e-043.23e-0321
GO:0070131LiverHCCpositive regulation of mitochondrial translation12/795815/187233.56e-031.59e-0212
GO:000641720Oral cavityOSCCregulation of translation274/7305468/187234.39e-184.63e-16274
GO:004572719Oral cavityOSCCpositive regulation of translation101/7305136/187235.85e-174.94e-15101
GO:003425019Oral cavityOSCCpositive regulation of cellular amide metabolic process115/7305162/187231.28e-161.05e-14115
GO:01400533Oral cavityOSCCmitochondrial gene expression78/7305108/187232.37e-129.86e-1178
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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
MRPS27SNVMissense_Mutationnovelc.712N>Ap.Gln238Lysp.Q238KQ92552protein_codingtolerated(0.1)possibly_damaging(0.754)TCGA-A7-A0DB-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
MRPS27SNVMissense_Mutationnovelc.521N>Ap.Ala174Aspp.A174DQ92552protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MRPS27SNVMissense_Mutationrs147211361c.30G>Ap.Met10Ilep.M10IQ92552protein_codingtolerated(0.47)benign(0)TCGA-E9-A1RE-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
MRPS27insertionNonsense_Mutationnovelc.518_519insGTCCTCGTGCATATTTTGAAACTTGAGCTAGGCTGAGp.Asp173GlufsTer7p.D173Efs*7Q92552protein_codingTCGA-AO-A0JD-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
MRPS27SNVMissense_Mutationc.853N>Cp.Glu285Glnp.E285QQ92552protein_codingtolerated(0.18)possibly_damaging(0.783)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MRPS27SNVMissense_Mutationc.574N>Gp.Thr192Alap.T192AQ92552protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
MRPS27SNVMissense_Mutationc.80N>Tp.Arg27Ilep.R27IQ92552protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
MRPS27SNVMissense_Mutationc.461N>Gp.Asp154Glyp.D154GQ92552protein_codingdeleterious(0)probably_damaging(0.988)TCGA-AY-A54L-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
MRPS27SNVMissense_Mutationc.1159G>Ap.Ala387Thrp.A387TQ92552protein_codingtolerated(0.19)benign(0.007)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
MRPS27SNVMissense_Mutationc.218N>Tp.Ser73Leup.S73LQ92552protein_codingdeleterious(0)possibly_damaging(0.802)TCGA-G4-6314-01Colorectumcolon adenocarcinomaFemale>=65III/IVAncillaryleucovorinSD
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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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