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: LONP1

Gene summary for LONP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LONP1

Gene ID

9361

Gene namelon peptidase 1, mitochondrial
Gene AliasCODASS
Cytomap19p13.3
Gene Typeprotein-coding
GO ID

GO:0000002

UniProtAcc

P36776


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
9361LONP1LZE7THumanEsophagusESCC1.79e-054.70e-010.0667
9361LONP1LZE8THumanEsophagusESCC1.26e-038.18e-020.067
9361LONP1LZE24THumanEsophagusESCC7.77e-101.61e-010.0596
9361LONP1P1T-EHumanEsophagusESCC2.40e-083.80e-010.0875
9361LONP1P2T-EHumanEsophagusESCC2.39e-091.37e-010.1177
9361LONP1P4T-EHumanEsophagusESCC3.67e-132.71e-010.1323
9361LONP1P5T-EHumanEsophagusESCC8.44e-162.10e-010.1327
9361LONP1P8T-EHumanEsophagusESCC4.96e-152.50e-010.0889
9361LONP1P9T-EHumanEsophagusESCC3.80e-121.38e-010.1131
9361LONP1P10T-EHumanEsophagusESCC2.89e-162.80e-010.116
9361LONP1P12T-EHumanEsophagusESCC4.30e-101.82e-010.1122
9361LONP1P15T-EHumanEsophagusESCC3.92e-102.44e-010.1149
9361LONP1P16T-EHumanEsophagusESCC7.71e-078.86e-020.1153
9361LONP1P17T-EHumanEsophagusESCC9.56e-052.78e-010.1278
9361LONP1P21T-EHumanEsophagusESCC3.40e-071.15e-010.1617
9361LONP1P22T-EHumanEsophagusESCC3.25e-101.90e-010.1236
9361LONP1P23T-EHumanEsophagusESCC2.58e-163.43e-010.108
9361LONP1P24T-EHumanEsophagusESCC1.09e-091.94e-010.1287
9361LONP1P26T-EHumanEsophagusESCC7.48e-172.68e-010.1276
9361LONP1P27T-EHumanEsophagusESCC6.50e-102.01e-010.1055
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
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
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.

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:0006979111EsophagusESCCresponse to oxidative stress303/8552446/187237.15e-221.30e-19303
GO:0062197111EsophagusESCCcellular response to chemical stress234/8552337/187235.37e-195.97e-17234
GO:0034599111EsophagusESCCcellular response to oxidative stress197/8552288/187233.76e-152.15e-13197
GO:0070482111EsophagusESCCresponse to oxygen levels218/8552347/187236.91e-112.17e-09218
GO:0036293111EsophagusESCCresponse to decreased oxygen levels201/8552322/187238.37e-102.04e-08201
GO:0001666111EsophagusESCCresponse to hypoxia192/8552307/187231.59e-093.69e-08192
GO:000756820EsophagusESCCaging201/8552339/187232.64e-073.94e-06201
GO:001003827EsophagusESCCresponse to metal ion208/8552373/187235.02e-053.90e-04208
GO:00000021EsophagusESCCmitochondrial genome maintenance17/855221/187231.03e-035.19e-0317
GO:00065154EsophagusESCCprotein quality control for misfolded or incompletely synthesized proteins21/855228/187231.57e-037.33e-0321
GO:005113119EsophagusESCCchaperone-mediated protein complex assembly17/855223/187235.73e-032.13e-0217
GO:000697922LiverHCCresponse to oxidative stress281/7958446/187239.75e-191.24e-16281
GO:006219722LiverHCCcellular response to chemical stress216/7958337/187236.86e-165.44e-14216
GO:003459922LiverHCCcellular response to oxidative stress183/7958288/187233.65e-131.93e-11183
GO:001003822LiverHCCresponse to metal ion208/7958373/187231.35e-072.56e-06208
GO:000166612LiverHCCresponse to hypoxia172/7958307/187231.06e-061.59e-05172
GO:003629312LiverHCCresponse to decreased oxygen levels179/7958322/187231.29e-061.87e-05179
GO:007048212LiverHCCresponse to oxygen levels191/7958347/187231.42e-062.03e-05191
GO:000651521LiverHCCprotein quality control for misfolded or incompletely synthesized proteins24/795828/187233.01e-063.99e-0524
GO:000756822LiverHCCaging185/7958339/187234.28e-065.50e-05185
Page: 1 2 3 

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
LONP1insertionFrame_Shift_Insnovelc.1128_1129insGACCGTCCAACATTAAGGGAAGAATp.Gln377AspfsTer25p.Q377Dfs*25P36776protein_codingTCGA-AO-A0J5-01Breastbreast invasive carcinomaFemale<65III/IVOther, specify in notesBisphosphonatezoledronicPD
LONP1SNVMissense_Mutationnovelc.2477N>Gp.Met826Argp.M826RP36776protein_codingtolerated(0.45)benign(0.006)TCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
LONP1SNVMissense_Mutationc.1962N>Cp.Glu654Aspp.E654DP36776protein_codingdeleterious(0)probably_damaging(0.988)TCGA-IR-A3LL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LONP1SNVMissense_Mutationrs768949488c.2191N>Ap.Glu731Lysp.E731KP36776protein_codingtolerated(0.12)benign(0.028)TCGA-MY-A5BD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LONP1SNVMissense_Mutationc.427N>Ap.Glu143Lysp.E143KP36776protein_codingtolerated(0.26)probably_damaging(0.984)TCGA-MY-A5BD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LONP1SNVMissense_Mutationc.1688N>Ap.Arg563Glnp.R563QP36776protein_codingdeleterious(0)probably_damaging(0.971)TCGA-AA-3815-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
LONP1SNVMissense_Mutationnovelc.2756N>Tp.Asp919Valp.D919VP36776protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AA-3877-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
LONP1SNVMissense_Mutationrs549574673c.2036G>Ap.Arg679Hisp.R679HP36776protein_codingtolerated(0.08)benign(0.007)TCGA-AZ-5403-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
LONP1SNVMissense_Mutationrs756015513c.2357N>Ap.Arg786Glnp.R786QP36776protein_codingtolerated(0.28)possibly_damaging(0.575)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
LONP1SNVMissense_Mutationc.938N>Tp.Ser313Leup.S313LP36776protein_codingdeleterious(0.01)possibly_damaging(0.61)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
Page: 1 2 3 4 5 6 7 8 

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