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: MRPL37

Gene summary for MRPL37

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MRPL37

Gene ID

51253

Gene namemitochondrial ribosomal protein L37
Gene AliasL2mt
Cytomap1p32.3
Gene Typeprotein-coding
GO ID

GO:0006412

UniProtAcc

S4R369


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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
51253MRPL37HTA11_10711_2000001011HumanColorectumAD2.45e-044.03e-010.0338
51253MRPL37HTA11_7696_3000711011HumanColorectumAD2.10e-256.83e-010.0674
51253MRPL37HTA11_7469_2000001011HumanColorectumAD2.35e-036.16e-01-0.0124
51253MRPL37HTA11_6818_2000001021HumanColorectumAD4.32e-033.29e-010.0588
51253MRPL37HTA11_99999970781_79442HumanColorectumMSS2.01e-257.73e-010.294
51253MRPL37HTA11_99999965104_69814HumanColorectumMSS1.41e-208.39e-010.281
51253MRPL37HTA11_99999971662_82457HumanColorectumMSS7.15e-258.44e-010.3859
51253MRPL37HTA11_99999974143_84620HumanColorectumMSS3.57e-042.54e-010.3005
51253MRPL37LZE2THumanEsophagusESCC1.92e-055.62e-010.082
51253MRPL37LZE4THumanEsophagusESCC1.53e-084.18e-010.0811
51253MRPL37LZE7THumanEsophagusESCC2.12e-098.56e-010.0667
51253MRPL37LZE8THumanEsophagusESCC1.54e-065.16e-010.067
51253MRPL37LZE20THumanEsophagusESCC6.73e-063.51e-010.0662
51253MRPL37LZE24THumanEsophagusESCC2.56e-289.93e-010.0596
51253MRPL37LZE6THumanEsophagusESCC4.63e-126.91e-010.0845
51253MRPL37P1T-EHumanEsophagusESCC2.48e-096.01e-010.0875
51253MRPL37P2T-EHumanEsophagusESCC2.52e-501.02e+000.1177
51253MRPL37P4T-EHumanEsophagusESCC1.34e-401.16e+000.1323
51253MRPL37P5T-EHumanEsophagusESCC1.60e-338.62e-010.1327
51253MRPL37P8T-EHumanEsophagusESCC5.33e-215.60e-010.0889
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
MRPL37SNVMissense_Mutationrs768836635c.110N>Tp.Ser37Phep.S37Fprotein_codingdeleterious_low_confidence(0)probably_damaging(0.956)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
MRPL37insertionNonsense_Mutationnovelc.961_962insGTCATGGCTGAAAAGAACAAGTACTAAACTTTGATTCTCAGCAp.Ala321GlyfsTer4p.A321Gfs*4protein_codingTCGA-A8-A09N-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
MRPL37insertionNonsense_Mutationnovelc.1164_1165insTGTAAAGGGAAGAACTAGAAGp.Cys388_Leu389insCysLysGlyLysAsnTerLysp.C388_L389insCKGKN*Kprotein_codingTCGA-AN-A0FS-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MRPL37SNVMissense_Mutationnovelc.832G>Ap.Gly278Argp.G278Rprotein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MRPL37SNVMissense_Mutationnovelc.1379G>Ap.Arg460Hisp.R460Hprotein_codingdeleterious_low_confidence(0)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MRPL37SNVMissense_Mutationrs369065705c.1033G>Ap.Val345Metp.V345Mprotein_codingdeleterious(0.05)benign(0.115)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
MRPL37SNVMissense_Mutationc.349G>Ap.Val117Ilep.V117Iprotein_codingtolerated(0.11)benign(0.373)TCGA-CM-4746-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
MRPL37SNVMissense_Mutationrs753105572c.1040C>Tp.Thr347Metp.T347Mprotein_codingdeleterious(0.05)probably_damaging(0.959)TCGA-AG-A02N-01Colorectumrectum adenocarcinomaMale>=65I/IIChemotherapyfolinicCR
MRPL37SNVMissense_Mutationnovelc.892N>Cp.Asn298Hisp.N298Hprotein_codingdeleterious(0)benign(0.046)TCGA-AG-A032-01Colorectumrectum adenocarcinomaMale>=65III/IVTargeted Molecular therapybevacizumabPD
MRPL37insertionFrame_Shift_Insnovelc.1181dupAp.Arg395GlufsTer7p.R395Efs*7protein_codingTCGA-AA-3710-01Colorectumcolon 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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