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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: MTG1

Gene summary for MTG1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MTG1

Gene ID

92170

Gene namemitochondrial ribosome associated GTPase 1
Gene AliasGTP
Cytomap10q26.3
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

Q9BT17


Top

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
92170MTG1LZE2THumanEsophagusESCC9.54e-064.54e-010.082
92170MTG1LZE3DHumanEsophagusHGIN3.66e-035.74e-010.0668
92170MTG1LZE4THumanEsophagusESCC1.39e-133.60e-010.0811
92170MTG1LZE5THumanEsophagusESCC1.54e-044.29e-010.0514
92170MTG1LZE7THumanEsophagusESCC3.42e-176.08e-010.0667
92170MTG1LZE8THumanEsophagusESCC1.06e-185.57e-010.067
92170MTG1LZE20THumanEsophagusESCC1.90e-163.88e-010.0662
92170MTG1LZE21D1HumanEsophagusHGIN3.53e-053.83e-010.0632
92170MTG1LZE22D1HumanEsophagusHGIN1.32e-093.32e-010.0595
92170MTG1LZE22THumanEsophagusESCC5.52e-135.51e-010.068
92170MTG1LZE24D1HumanEsophagusHGIN3.66e-039.89e-010.054
92170MTG1LZE24THumanEsophagusESCC5.87e-409.41e-010.0596
92170MTG1LZE22D3HumanEsophagusHGIN1.73e-023.51e-010.0653
92170MTG1LZE21THumanEsophagusESCC2.27e-116.28e-010.0655
92170MTG1LZE6THumanEsophagusESCC7.09e-155.55e-010.0845
92170MTG1P1T-EHumanEsophagusESCC1.83e-278.15e-010.0875
92170MTG1P2T-EHumanEsophagusESCC1.67e-639.70e-010.1177
92170MTG1P4T-EHumanEsophagusESCC2.51e-571.00e+000.1323
92170MTG1P5T-EHumanEsophagusESCC1.85e-558.83e-010.1327
92170MTG1P8T-EHumanEsophagusESCC5.95e-294.19e-010.0889
Page: 1 2 3 4 5 

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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
∗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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:000641727EsophagusHGINregulation of translation139/2587468/187231.46e-197.98e-17139
GO:00325435EsophagusHGINmitochondrial translation23/258776/187231.61e-043.16e-0323
GO:01400534EsophagusHGINmitochondrial gene expression27/2587108/187231.34e-031.57e-0227
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:00701292EsophagusESCCregulation of mitochondrial translation22/855224/187232.82e-063.21e-0522
GO:00621252EsophagusESCCregulation of mitochondrial gene expression24/855228/187231.37e-051.25e-0424
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:0070129LiverHCCregulation of mitochondrial translation19/795824/187232.80e-042.02e-0319
GO:0062125LiverHCCregulation of mitochondrial gene expression21/795828/187234.94e-043.23e-0321
GO:00064178LungIACregulation of translation86/2061468/187231.16e-066.18e-0586
GO:0007585LungIACrespiratory gaseous exchange by respiratory system18/206168/187232.99e-044.82e-0318
GO:000641713LungAISregulation of translation78/1849468/187232.68e-061.49e-0478
GO:00075851LungAISrespiratory gaseous exchange by respiratory system15/184968/187232.24e-032.38e-0215
GO:000641733LungMIACregulation of translation51/967468/187233.94e-076.52e-0551
GO:00075853LungMIACrespiratory gaseous exchange by respiratory system11/96768/187236.76e-041.59e-0211
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
MTG1SNVMissense_Mutationrs752228294c.857C>Tp.Thr286Metp.T286MQ9BT17protein_codingdeleterious(0.01)probably_damaging(0.985)TCGA-BH-A5J0-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MTG1SNVMissense_Mutationc.1001N>Ap.Pro334Hisp.P334HQ9BT17protein_codingdeleterious_low_confidence(0)benign(0.258)TCGA-D8-A1Y1-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenPD
MTG1insertionIn_Frame_Insnovelc.509_510insGATp.Lys170_Gly171insIlep.K170_G171insIQ9BT17protein_codingTCGA-A8-A06O-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyletrozoleSD
MTG1insertionFrame_Shift_Insnovelc.511_511+1insCAGTAGCAAAATTAGTGAAAp.Gly171AlafsTer23p.G171Afs*23Q9BT17protein_codingTCGA-A8-A06O-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyletrozoleSD
MTG1deletionFrame_Shift_Delc.986delCp.Pro329ArgfsTer28p.P329Rfs*28Q9BT17protein_codingTCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MTG1SNVMissense_Mutationrs540025351c.404N>Ap.Arg135Hisp.R135HQ9BT17protein_codingdeleterious(0.01)benign(0.384)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
MTG1SNVMissense_Mutationc.561N>Ap.Met187Ilep.M187IQ9BT17protein_codingdeleterious(0.02)benign(0.158)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MTG1SNVMissense_Mutationrs148997160c.193N>Tp.Arg65Cysp.R65CQ9BT17protein_codingdeleterious(0.01)probably_damaging(0.988)TCGA-AM-5821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MTG1SNVMissense_Mutationrs372230583c.931C>Tp.Arg311Cysp.R311CQ9BT17protein_codingdeleterious(0.02)possibly_damaging(0.489)TCGA-AU-6004-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MTG1SNVMissense_Mutationnovelc.748T>Gp.Phe250Valp.F250VQ9BT17protein_codingdeleterious(0)possibly_damaging(0.809)TCGA-D5-6930-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 

Top

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
Page: 1