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: MRPL17

Gene summary for MRPL17

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MRPL17

Gene ID

63875

Gene namemitochondrial ribosomal protein L17
Gene AliasL17mt
Cytomap11p15.4
Gene Typeprotein-coding
GO ID

GO:0006412

UniProtAcc

Q9NRX2


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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
63875MRPL17HTA11_3410_2000001011HumanColorectumAD7.98e-037.49e-020.0155
63875MRPL17HTA11_2487_2000001011HumanColorectumSER3.37e-031.49e-01-0.1808
63875MRPL17HTA11_1938_2000001011HumanColorectumAD1.83e-133.49e-01-0.0811
63875MRPL17HTA11_347_2000001011HumanColorectumAD2.18e-102.13e-01-0.1954
63875MRPL17HTA11_411_2000001011HumanColorectumSER4.01e-042.71e-01-0.2602
63875MRPL17HTA11_2112_2000001011HumanColorectumSER1.90e-022.84e-01-0.2196
63875MRPL17HTA11_3361_2000001011HumanColorectumAD3.26e-042.02e-01-0.1207
63875MRPL17HTA11_83_2000001011HumanColorectumSER4.23e-031.68e-01-0.1526
63875MRPL17HTA11_696_2000001011HumanColorectumAD1.70e-042.50e-01-0.1464
63875MRPL17HTA11_866_2000001011HumanColorectumAD1.26e-021.46e-01-0.1001
63875MRPL17HTA11_1391_2000001011HumanColorectumAD2.12e-215.36e-01-0.059
63875MRPL17HTA11_2992_2000001011HumanColorectumSER1.09e-021.92e-01-0.1706
63875MRPL17HTA11_5216_2000001011HumanColorectumSER3.34e-042.29e-01-0.1462
63875MRPL17HTA11_546_2000001011HumanColorectumAD2.65e-041.61e-01-0.0842
63875MRPL17HTA11_866_3004761011HumanColorectumAD1.51e-204.12e-010.096
63875MRPL17HTA11_4255_2000001011HumanColorectumSER3.34e-042.29e-010.0446
63875MRPL17HTA11_8622_2000001021HumanColorectumSER6.14e-042.45e-010.0528
63875MRPL17HTA11_7663_2000001011HumanColorectumSER6.81e-042.35e-010.0131
63875MRPL17HTA11_10623_2000001011HumanColorectumAD8.98e-031.45e-01-0.0177
63875MRPL17HTA11_6801_2000001011HumanColorectumSER1.85e-043.07e-010.0171
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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
hsa03010ColorectumADRibosome96/2092167/84658.28e-205.54e-183.54e-1896
hsa030101ColorectumADRibosome96/2092167/84658.28e-205.54e-183.54e-1896
hsa030102ColorectumSERRibosome92/1580167/84652.21e-263.66e-242.66e-2492
hsa030103ColorectumSERRibosome92/1580167/84652.21e-263.66e-242.66e-2492
hsa030104ColorectumMSSRibosome96/1875167/84651.82e-232.03e-211.24e-2196
hsa030105ColorectumMSSRibosome96/1875167/84651.82e-232.03e-211.24e-2196
hsa030106ColorectumMSI-HRibosome87/797167/84655.55e-461.80e-431.51e-4387
hsa030107ColorectumMSI-HRibosome87/797167/84655.55e-461.80e-431.51e-4387
hsa03010211EsophagusESCCRibosome129/4205167/84651.43e-133.43e-121.75e-12129
hsa03010310EsophagusESCCRibosome129/4205167/84651.43e-133.43e-121.75e-12129
hsa0301022LiverCirrhoticRibosome127/2530167/84652.12e-357.06e-334.35e-33127
hsa0301032LiverCirrhoticRibosome127/2530167/84652.12e-357.06e-334.35e-33127
hsa0301042LiverHCCRibosome128/4020167/84657.32e-152.23e-131.24e-13128
hsa0301052LiverHCCRibosome128/4020167/84657.32e-152.23e-131.24e-13128
hsa0301030Oral cavityOSCCRibosome128/3704167/84652.42e-181.62e-168.25e-17128
hsa03010114Oral cavityOSCCRibosome128/3704167/84652.42e-181.62e-168.25e-17128
hsa03010210Oral cavityLPRibosome127/2418167/84651.22e-374.05e-352.61e-35127
hsa0301038Oral cavityLPRibosome127/2418167/84651.22e-374.05e-352.61e-35127
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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
MRPL17SNVMissense_Mutationnovelc.49C>Ap.Arg17Serp.R17SQ9NRX2protein_codingdeleterious(0.03)benign(0.366)TCGA-AC-A2BM-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MRPL17SNVMissense_Mutationrs774823017c.138G>Tp.Trp46Cysp.W46CQ9NRX2protein_codingdeleterious(0.01)probably_damaging(0.932)TCGA-AZ-4615-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyxelodaPD
MRPL17SNVMissense_Mutationc.496N>Cp.Ser166Argp.S166RQ9NRX2protein_codingtolerated(0.29)benign(0)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
MRPL17SNVMissense_Mutationnovelc.457N>Tp.Arg153Trpp.R153WQ9NRX2protein_codingdeleterious(0.03)benign(0.001)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
MRPL17SNVMissense_Mutationc.207N>Gp.Asn69Lysp.N69KQ9NRX2protein_codingdeleterious(0.04)possibly_damaging(0.738)TCGA-55-1592-01Lunglung adenocarcinomaMale>=65I/IIUnknownUnknownPD
MRPL17SNVMissense_Mutationnovelc.220N>Tp.Arg74Cysp.R74CQ9NRX2protein_codingdeleterious(0)probably_damaging(0.935)TCGA-CN-5369-01Oral cavityhead & neck squamous cell carcinomaFemale>=65I/IIUnknownUnknownSD
MRPL17SNVMissense_Mutationnovelc.40G>Ap.Val14Ilep.V14IQ9NRX2protein_codingdeleterious(0.04)benign(0.081)TCGA-CV-5979-01Oral cavityhead & neck squamous cell carcinomaMale<65I/IIUnknownUnknownSD
MRPL17SNVMissense_Mutationnovelc.364G>Tp.Val122Leup.V122LQ9NRX2protein_codingdeleterious(0.04)probably_damaging(0.928)TCGA-D7-A6EY-01Stomachstomach adenocarcinomaFemale>=65III/IVUnknownUnknownPD
MRPL17SNVMissense_Mutationc.413N>Cp.Arg138Thrp.R138TQ9NRX2protein_codingtolerated(0.32)benign(0.023)TCGA-HU-8608-01Stomachstomach adenocarcinomaMale>=65III/IVChemotherapydoxifluridinePD
MRPL17insertionFrame_Shift_Insnovelc.369_370insCAGTTCTTCTCAGAp.Glu124GlnfsTer27p.E124Qfs*27Q9NRX2protein_codingTCGA-FY-A4B0-01Thyroidthyroid carcinomaMale>=65I/IIHormone TherapysynthroidSD
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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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