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: MRPL38

Gene summary for MRPL38

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MRPL38

Gene ID

64978

Gene namemitochondrial ribosomal protein L38
Gene AliasHSPC262
Cytomap17q25.1
Gene Typeprotein-coding
GO ID

GO:0000313

UniProtAcc

Q96DV4


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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
64978MRPL38LZE2THumanEsophagusESCC3.94e-075.60e-010.082
64978MRPL38LZE4THumanEsophagusESCC1.25e-185.45e-010.0811
64978MRPL38LZE5THumanEsophagusESCC1.54e-043.87e-010.0514
64978MRPL38LZE7THumanEsophagusESCC1.21e-268.67e-010.0667
64978MRPL38LZE8THumanEsophagusESCC3.51e-225.83e-010.067
64978MRPL38LZE20THumanEsophagusESCC1.20e-052.17e-010.0662
64978MRPL38LZE21D1HumanEsophagusHGIN5.38e-035.41e-010.0632
64978MRPL38LZE22D1HumanEsophagusHGIN9.21e-093.42e-010.0595
64978MRPL38LZE22THumanEsophagusESCC3.15e-157.96e-010.068
64978MRPL38LZE24THumanEsophagusESCC3.44e-481.19e+000.0596
64978MRPL38LZE21THumanEsophagusESCC2.11e-167.74e-010.0655
64978MRPL38LZE6THumanEsophagusESCC1.16e-113.67e-010.0845
64978MRPL38P1T-EHumanEsophagusESCC1.59e-206.95e-010.0875
64978MRPL38P2T-EHumanEsophagusESCC5.94e-629.76e-010.1177
64978MRPL38P4T-EHumanEsophagusESCC6.17e-529.72e-010.1323
64978MRPL38P5T-EHumanEsophagusESCC5.88e-355.94e-010.1327
64978MRPL38P8T-EHumanEsophagusESCC5.65e-559.10e-010.0889
64978MRPL38P9T-EHumanEsophagusESCC7.05e-367.32e-010.1131
64978MRPL38P10T-EHumanEsophagusESCC1.07e-507.60e-010.116
64978MRPL38P11T-EHumanEsophagusESCC1.95e-451.65e+000.1426
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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
∗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
MRPL38SNVMissense_Mutationrs555101571c.943G>Ap.Gly315Serp.G315SQ96DV4protein_codingdeleterious(0.02)probably_damaging(1)TCGA-AR-A24Q-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
MRPL38SNVMissense_Mutationrs368016617c.263T>Cp.Ile88Thrp.I88TQ96DV4protein_codingtolerated(0.28)benign(0.003)TCGA-C8-A12Q-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownPD
MRPL38SNVMissense_Mutationc.322C>Gp.Gln108Glup.Q108EQ96DV4protein_codingtolerated(0.5)benign(0)TCGA-C8-A1HI-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
MRPL38SNVMissense_Mutationnovelc.523N>Ap.Val175Metp.V175MQ96DV4protein_codingdeleterious(0)probably_damaging(0.99)TCGA-E2-A9RU-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyarimidexSD
MRPL38SNVMissense_Mutationrs145518548c.731N>Ap.Arg244Glnp.R244QQ96DV4protein_codingtolerated(0.61)benign(0.009)TCGA-AA-3713-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPR
MRPL38SNVMissense_Mutationrs368760194c.361N>Tp.Arg121Trpp.R121WQ96DV4protein_codingdeleterious(0)possibly_damaging(0.874)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
MRPL38SNVMissense_Mutationc.344N>Tp.Ala115Valp.A115VQ96DV4protein_codingtolerated(0.15)benign(0.014)TCGA-G4-6309-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyxelodaPD
MRPL38SNVMissense_Mutationrs539600238c.563N>Gp.Tyr188Cysp.Y188CQ96DV4protein_codingdeleterious(0.02)probably_damaging(0.939)TCGA-QG-A5Z2-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
MRPL38SNVMissense_Mutationc.964N>Tp.Arg322Cysp.R322CQ96DV4protein_codingtolerated(0.07)benign(0.007)TCGA-EI-6882-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
MRPL38insertionFrame_Shift_Insrs780016287c.771_772insCp.Phe258LeufsTer23p.F258Lfs*23Q96DV4protein_codingTCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=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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