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: GRPEL2

Gene summary for GRPEL2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GRPEL2

Gene ID

134266

Gene nameGrpE like 2, mitochondrial
Gene AliasMt-GrpE#2
Cytomap5q32
Gene Typeprotein-coding
GO ID

GO:0006457

UniProtAcc

Q8TAA5


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
134266GRPEL2HCC1_MengHumanLiverHCC2.68e-285.10e-020.0246
134266GRPEL2HCC1HumanLiverHCC1.13e-051.24e+000.5336
134266GRPEL2HCC2HumanLiverHCC9.04e-062.54e+000.5341
134266GRPEL2S014HumanLiverHCC2.93e-082.68e-010.2254
134266GRPEL2S015HumanLiverHCC1.53e-082.92e-010.2375
134266GRPEL2S016HumanLiverHCC2.43e-052.62e-010.2243
134266GRPEL2S027HumanLiverHCC4.33e-043.81e-010.2446
134266GRPEL2S028HumanLiverHCC1.99e-083.58e-010.2503
134266GRPEL2S029HumanLiverHCC8.96e-073.61e-010.2581
Page: 1 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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.

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:007259422LiverHCCestablishment of protein localization to organelle299/7958422/187231.06e-326.10e-30299
GO:000660512LiverHCCprotein targeting219/7958314/187237.74e-231.49e-20219
GO:000645712LiverHCCprotein folding160/7958212/187231.07e-221.88e-20160
GO:000683912LiverHCCmitochondrial transport184/7958254/187232.30e-223.83e-20184
GO:007265512LiverHCCestablishment of protein localization to mitochondrion98/7958120/187231.18e-181.46e-1698
GO:007058512LiverHCCprotein localization to mitochondrion101/7958125/187231.53e-181.86e-16101
GO:000662612LiverHCCprotein targeting to mitochondrion82/7958100/187234.93e-164.05e-1482
GO:001703811LiverHCCprotein import140/7958206/187231.12e-136.46e-12140
GO:199054212LiverHCCmitochondrial transmembrane transport78/7958102/187232.73e-121.26e-1078
GO:007180611LiverHCCprotein transmembrane transport47/795859/187235.82e-091.51e-0747
GO:006500211LiverHCCintracellular protein transmembrane transport41/795851/187233.41e-087.61e-0741
GO:00447431LiverHCCprotein transmembrane import into intracellular organelle29/795836/187233.42e-064.49e-0529
GO:00301501LiverHCCprotein import into mitochondrial matrix17/795820/187231.18e-049.87e-0417
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
GRPEL2SNVMissense_Mutationc.619G>Ap.Gly207Serp.G207SQ8TAA5protein_codingdeleterious(0.04)probably_damaging(1)TCGA-BH-A0BW-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyadriamycinCR
GRPEL2insertionNonsense_Mutationnovelc.429_430insAAAAATCAGACAAGTTTTGTGGTCCATCTCTAGCAACp.Phe144LysfsTer11p.F144Kfs*11Q8TAA5protein_codingTCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
GRPEL2SNVMissense_Mutationnovelc.415A>Gp.Thr139Alap.T139AQ8TAA5protein_codingtolerated(0.29)benign(0.005)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GRPEL2SNVMissense_Mutationc.10C>Tp.Arg4Trpp.R4WQ8TAA5protein_codingdeleterious(0)benign(0.001)TCGA-ZJ-AAXT-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
GRPEL2SNVMissense_Mutationrs778549584c.34N>Tp.Arg12Trpp.R12WQ8TAA5protein_codingtolerated(0.25)benign(0)TCGA-CK-5913-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
GRPEL2SNVMissense_Mutationc.157N>Tp.Leu53Phep.L53FQ8TAA5protein_codingtolerated(0.05)possibly_damaging(0.793)TCGA-G4-6294-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyfluorouracilPD
GRPEL2SNVMissense_Mutationnovelc.407N>Gp.Gln136Argp.Q136RQ8TAA5protein_codingtolerated(0.27)benign(0.197)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
GRPEL2SNVMissense_Mutationnovelc.542N>Gp.Ile181Serp.I181SQ8TAA5protein_codingdeleterious(0)possibly_damaging(0.892)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
GRPEL2SNVMissense_Mutationnovelc.544N>Gp.Cys182Glyp.C182GQ8TAA5protein_codingdeleterious(0.04)possibly_damaging(0.575)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
GRPEL2SNVMissense_Mutationc.455C>Tp.Ala152Valp.A152VQ8TAA5protein_codingtolerated(0.5)probably_damaging(0.921)TCGA-AX-A05S-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnspecificCarboplatin & PaclitaxelPD
Page: 1 2 

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