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: PEX26

Gene summary for PEX26

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PEX26

Gene ID

55670

Gene nameperoxisomal biogenesis factor 26
Gene AliasPBD7A
Cytomap22q11.21
Gene Typeprotein-coding
GO ID

GO:0006605

UniProtAcc

A0A024R100


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
55670PEX26F034HumanColorectumFAP5.41e-08-2.45e-01-0.0665
55670PEX26F072BHumanColorectumFAP6.26e-05-2.71e-010.257
55670PEX26LZE7THumanEsophagusESCC9.63e-124.58e-010.0667
55670PEX26LZE20THumanEsophagusESCC9.36e-039.73e-020.0662
55670PEX26LZE22THumanEsophagusESCC2.00e-021.89e-010.068
55670PEX26LZE24THumanEsophagusESCC3.63e-082.26e-010.0596
55670PEX26P1T-EHumanEsophagusESCC6.57e-113.65e-010.0875
55670PEX26P2T-EHumanEsophagusESCC1.93e-203.21e-010.1177
55670PEX26P4T-EHumanEsophagusESCC3.22e-132.82e-010.1323
55670PEX26P5T-EHumanEsophagusESCC3.20e-233.75e-010.1327
55670PEX26P8T-EHumanEsophagusESCC3.70e-112.17e-010.0889
55670PEX26P9T-EHumanEsophagusESCC2.08e-072.07e-010.1131
55670PEX26P10T-EHumanEsophagusESCC8.77e-214.37e-010.116
55670PEX26P11T-EHumanEsophagusESCC3.56e-092.89e-010.1426
55670PEX26P12T-EHumanEsophagusESCC1.43e-062.38e-010.1122
55670PEX26P15T-EHumanEsophagusESCC2.41e-051.41e-010.1149
55670PEX26P16T-EHumanEsophagusESCC1.96e-224.02e-010.1153
55670PEX26P17T-EHumanEsophagusESCC2.98e-032.20e-010.1278
55670PEX26P19T-EHumanEsophagusESCC2.50e-052.81e-010.1662
55670PEX26P20T-EHumanEsophagusESCC4.72e-091.44e-010.1124
Page: 1 2 3 4 5 6 

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
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:0072594ColorectumADestablishment of protein localization to organelle148/3918422/187237.95e-121.04e-09148
GO:0090150ColorectumADestablishment of protein localization to membrane100/3918260/187236.01e-116.33e-09100
GO:0006605ColorectumADprotein targeting105/3918314/187231.39e-076.44e-06105
GO:0017038ColorectumADprotein import67/3918206/187236.34e-051.05e-0367
GO:0071806ColorectumADprotein transmembrane transport21/391859/187236.58e-034.08e-0221
GO:00725941ColorectumSERestablishment of protein localization to organelle111/2897422/187234.98e-094.49e-07111
GO:00901501ColorectumSERestablishment of protein localization to membrane68/2897260/187235.55e-062.01e-0468
GO:00066051ColorectumSERprotein targeting76/2897314/187233.19e-058.47e-0476
GO:00170381ColorectumSERprotein import49/2897206/187231.12e-031.29e-0249
GO:00718061ColorectumSERprotein transmembrane transport17/289759/187236.64e-034.69e-0217
GO:00901504ColorectumFAPestablishment of protein localization to membrane69/2622260/187236.40e-084.54e-0669
GO:00725944ColorectumFAPestablishment of protein localization to organelle96/2622422/187236.63e-073.20e-0596
GO:00066054ColorectumFAPprotein targeting74/2622314/187233.21e-061.17e-0474
GO:00170384ColorectumFAPprotein import47/2622206/187234.10e-044.94e-0347
GO:0006612ColorectumFAPprotein targeting to membrane30/2622131/187233.95e-032.75e-0230
GO:00650021ColorectumFAPintracellular protein transmembrane transport14/262251/187238.70e-034.98e-0214
GO:0072594110EsophagusESCCestablishment of protein localization to organelle311/8552422/187233.02e-322.13e-29311
GO:0006605111EsophagusESCCprotein targeting229/8552314/187234.93e-231.01e-20229
GO:0090150110EsophagusESCCestablishment of protein localization to membrane182/8552260/187231.27e-158.19e-14182
GO:001703818EsophagusESCCprotein import149/8552206/187235.90e-153.31e-13149
Page: 1 2 3 4 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa041467EsophagusESCCPeroxisome55/420582/84651.04e-033.27e-031.68e-0355
hsa0414612EsophagusESCCPeroxisome55/420582/84651.04e-033.27e-031.68e-0355
hsa041464LiverHCCPeroxisome58/402082/84651.57e-051.05e-045.85e-0558
hsa041465LiverHCCPeroxisome58/402082/84651.57e-051.05e-045.85e-0558
hsa041466Oral cavityOSCCPeroxisome47/370482/84659.01e-032.01e-021.03e-0247
hsa0414611Oral cavityOSCCPeroxisome47/370482/84659.01e-032.01e-021.03e-0247
hsa0414621Oral cavityLPPeroxisome33/241882/84651.48e-024.69e-023.03e-0233
hsa0414631Oral cavityLPPeroxisome33/241882/84651.48e-024.69e-023.03e-0233
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
PEX26SNVMissense_Mutationc.288N>Ap.Met96Ilep.M96IQ7Z412protein_codingdeleterious(0.01)probably_damaging(0.995)TCGA-A2-A04R-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolSD
PEX26SNVMissense_Mutationc.257N>Cp.Cys86Serp.C86SQ7Z412protein_codingtolerated(0.06)benign(0.332)TCGA-E9-A244-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
PEX26insertionIn_Frame_Insnovelc.665_666insGGGACTGCAGCATTCTTTTATACAGCAAAATGCp.Gly223_Ser224insLeuGlnHisSerPheIleGlnGlnAsnAlaGlyp.G223_S224insLQHSFIQQNAGQ7Z412protein_codingTCGA-A2-A04Y-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
PEX26insertionNonsense_Mutationnovelc.791_792insTTGCAAGAGTATGTGCAGTTAAGGAATGAAGGCTTTAGp.Leu265CysfsTer7p.L265Cfs*7Q7Z412protein_codingTCGA-AN-A041-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PEX26SNVMissense_Mutationrs774880307c.905N>Ap.Arg302Hisp.R302HQ7Z412protein_codingdeleterious(0.02)benign(0.001)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PEX26SNVMissense_Mutationc.356A>Cp.Lys119Thrp.K119TQ7Z412protein_codingdeleterious(0)probably_damaging(0.979)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
PEX26SNVMissense_Mutationrs757411841c.716N>Cp.Leu239Prop.L239PQ7Z412protein_codingdeleterious(0.01)probably_damaging(0.958)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
PEX26SNVMissense_Mutationc.850N>Ap.Ala284Thrp.A284TQ7Z412protein_codingtolerated(0.33)benign(0.043)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
PEX26SNVMissense_Mutationnovelc.343A>Cp.Lys115Glnp.K115QQ7Z412protein_codingtolerated(0.08)benign(0.241)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
PEX26SNVMissense_Mutationrs759680122c.293G>Ap.Arg98Glnp.R98QQ7Z412protein_codingtolerated(0.31)probably_damaging(0.999)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
Page: 1 2 3 

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