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: TRIM26

Gene summary for TRIM26

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TRIM26

Gene ID

7726

Gene nametripartite motif containing 26
Gene AliasAFP
Cytomap6p22.1
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

A0A024RCP3


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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
7726TRIM26CCI_2HumanCervixCC1.05e-067.12e-010.5249
7726TRIM26CCI_3HumanCervixCC5.33e-054.66e-010.516
7726TRIM26LZE4THumanEsophagusESCC6.14e-072.06e-010.0811
7726TRIM26LZE7THumanEsophagusESCC3.11e-032.05e-010.0667
7726TRIM26LZE8THumanEsophagusESCC2.74e-081.87e-010.067
7726TRIM26LZE20THumanEsophagusESCC1.02e-021.52e-010.0662
7726TRIM26LZE22THumanEsophagusESCC9.82e-042.86e-010.068
7726TRIM26LZE24THumanEsophagusESCC2.22e-184.63e-010.0596
7726TRIM26LZE21THumanEsophagusESCC2.52e-052.36e-010.0655
7726TRIM26LZE6THumanEsophagusESCC1.36e-061.52e-010.0845
7726TRIM26P1T-EHumanEsophagusESCC8.79e-145.94e-010.0875
7726TRIM26P2T-EHumanEsophagusESCC3.68e-315.40e-010.1177
7726TRIM26P4T-EHumanEsophagusESCC1.62e-213.30e-010.1323
7726TRIM26P5T-EHumanEsophagusESCC1.19e-182.30e-010.1327
7726TRIM26P8T-EHumanEsophagusESCC6.78e-193.42e-010.0889
7726TRIM26P9T-EHumanEsophagusESCC4.85e-091.97e-010.1131
7726TRIM26P10T-EHumanEsophagusESCC2.20e-151.44e-010.116
7726TRIM26P11T-EHumanEsophagusESCC1.48e-114.89e-010.1426
7726TRIM26P12T-EHumanEsophagusESCC7.03e-214.00e-010.1122
7726TRIM26P15T-EHumanEsophagusESCC1.05e-072.56e-010.1149
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
∗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
GO:004671812LiverHCCviral entry into host cell83/7958144/187231.73e-041.36e-0383
GO:19021861LiverHCCregulation of viral release from host cell20/795826/187233.82e-042.61e-0320
GO:004390311LiverHCCregulation of biological process involved in symbiotic interaction45/795872/187234.86e-043.19e-0345
GO:00510902LiverHCCregulation of DNA-binding transcription factor activity220/7958440/187238.04e-044.82e-03220
GO:00510913LiverHCCpositive regulation of DNA-binding transcription factor activity131/7958260/187235.98e-032.45e-02131
GO:19039013LiverHCCnegative regulation of viral life cycle17/795825/187238.94e-033.45e-0217
GO:005237211LiverHCCmodulation by symbiont of entry into host29/795849/187231.37e-024.86e-0229
GO:00160328LungIACviral process94/2061415/187235.11e-124.27e-0994
GO:00190588LungIACviral life cycle77/2061317/187231.23e-114.83e-0977
GO:00521268LungIACmovement in host environment48/2061175/187231.30e-092.21e-0748
GO:00517018LungIACbiological process involved in interaction with host52/2061203/187233.74e-095.84e-0752
GO:00467188LungIACviral entry into host cell41/2061144/187236.27e-099.08e-0741
GO:00444098LungIACentry into host42/2061151/187238.80e-091.19e-0642
GO:00444038LungIACbiological process involved in symbiotic interaction63/2061290/187238.57e-088.34e-0663
GO:00507928LungIACregulation of viral process37/2061164/187231.56e-054.51e-0437
GO:00510903LungIACregulation of DNA-binding transcription factor activity76/2061440/187234.44e-051.05e-0376
GO:00510914LungIACpositive regulation of DNA-binding transcription factor activity50/2061260/187235.87e-051.29e-0350
GO:00439038LungIACregulation of biological process involved in symbiotic interaction20/206172/187236.79e-051.45e-0320
GO:00523726LungIACmodulation by symbiont of entry into host15/206149/187231.66e-042.96e-0315
GO:19039008LungIACregulation of viral life cycle31/2061148/187233.07e-044.89e-0331
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
TRIM26SNVMissense_Mutationnovelc.61N>Cp.Asp21Hisp.D21HQ12899protein_codingdeleterious(0.03)probably_damaging(0.996)TCGA-AC-A6IW-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TRIM26SNVMissense_Mutationrs747865368c.770N>Tp.Thr257Metp.T257MQ12899protein_codingtolerated(0.08)possibly_damaging(0.582)TCGA-AN-A03Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TRIM26SNVMissense_Mutationrs773245215c.1601N>Ap.Arg534Hisp.R534HQ12899protein_codingdeleterious(0.02)possibly_damaging(0.664)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TRIM26SNVMissense_Mutationnovelc.946A>Gp.Thr316Alap.T316AQ12899protein_codingtolerated(0.14)probably_damaging(0.91)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TRIM26SNVMissense_Mutationc.1568N>Cp.Val523Alap.V523AQ12899protein_codingdeleterious(0.01)benign(0.067)TCGA-C5-A7UE-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
TRIM26SNVMissense_Mutationnovelc.1198N>Ap.Glu400Lysp.E400KQ12899protein_codingtolerated(0.52)benign(0)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
TRIM26SNVMissense_Mutationnovelc.857N>Gp.Phe286Cysp.F286CQ12899protein_codingdeleterious(0)possibly_damaging(0.907)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
TRIM26SNVMissense_Mutationc.109N>Tp.Arg37Cysp.R37CQ12899protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-CK-4948-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownSD
TRIM26SNVMissense_Mutationc.1385N>Tp.Ala462Valp.A462VQ12899protein_codingdeleterious(0.02)benign(0.01)TCGA-D5-6540-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
TRIM26SNVMissense_Mutationc.278N>Ap.Thr93Asnp.T93NQ12899protein_codingtolerated(0.39)benign(0.199)TCGA-DM-A1D8-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownSD
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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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