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: MAPRE1

Gene summary for MAPRE1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MAPRE1

Gene ID

22919

Gene namemicrotubule associated protein RP/EB family member 1
Gene AliasEB1
Cytomap20q11.21
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

Q15691


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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
22919MAPRE1HTA11_1938_2000001011HumanColorectumAD1.12e-052.85e-01-0.0811
22919MAPRE1HTA11_78_2000001011HumanColorectumAD1.73e-022.19e-01-0.1088
22919MAPRE1HTA11_347_2000001011HumanColorectumAD6.66e-032.13e-01-0.1954
22919MAPRE1HTA11_1391_2000001011HumanColorectumAD1.17e-042.74e-01-0.059
22919MAPRE1HTA11_866_3004761011HumanColorectumAD1.84e-062.44e-010.096
22919MAPRE1HTA11_99999970781_79442HumanColorectumMSS1.70e-104.35e-010.294
22919MAPRE1HTA11_99999965104_69814HumanColorectumMSS1.39e-115.86e-010.281
22919MAPRE1HTA11_99999971662_82457HumanColorectumMSS1.19e-267.39e-010.3859
22919MAPRE1HTA11_99999973899_84307HumanColorectumMSS2.16e-064.09e-010.2585
22919MAPRE1LZE4THumanEsophagusESCC6.05e-248.47e-010.0811
22919MAPRE1LZE7THumanEsophagusESCC3.32e-044.49e-010.0667
22919MAPRE1LZE8THumanEsophagusESCC3.02e-092.82e-010.067
22919MAPRE1LZE20THumanEsophagusESCC7.42e-061.15e-010.0662
22919MAPRE1LZE24THumanEsophagusESCC1.39e-281.21e+000.0596
22919MAPRE1LZE6THumanEsophagusESCC1.19e-054.41e-010.0845
22919MAPRE1P1T-EHumanEsophagusESCC4.15e-024.90e-010.0875
22919MAPRE1P2T-EHumanEsophagusESCC1.76e-388.53e-010.1177
22919MAPRE1P4T-EHumanEsophagusESCC1.33e-287.06e-010.1323
22919MAPRE1P5T-EHumanEsophagusESCC4.52e-347.45e-010.1327
22919MAPRE1P8T-EHumanEsophagusESCC4.08e-267.36e-010.0889
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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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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.

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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:0051225ColorectumADspindle assembly37/3918117/187234.32e-032.96e-0237
GO:0070507ColorectumADregulation of microtubule cytoskeleton organization44/3918148/187237.05e-034.31e-0244
GO:19029032ColorectumMSSregulation of supramolecular fiber organization121/3467383/187233.63e-103.28e-08121
GO:00322712ColorectumMSSregulation of protein polymerization83/3467233/187233.99e-103.49e-0883
GO:00432542ColorectumMSSregulation of protein-containing complex assembly130/3467428/187231.38e-091.03e-07130
GO:19029052ColorectumMSSpositive regulation of supramolecular fiber organization75/3467209/187231.89e-091.35e-0775
GO:00313342ColorectumMSSpositive regulation of protein-containing complex assembly82/3467237/187232.49e-091.75e-0782
GO:00512582ColorectumMSSprotein polymerization97/3467297/187232.98e-092.07e-0797
GO:00510982ColorectumMSSregulation of binding113/3467363/187233.55e-092.41e-07113
GO:00322732ColorectumMSSpositive regulation of protein polymerization55/3467138/187233.84e-092.55e-0755
GO:00514952ColorectumMSSpositive regulation of cytoskeleton organization78/3467226/187236.86e-094.32e-0778
GO:00106392ColorectumMSSnegative regulation of organelle organization102/3467348/187235.36e-072.05e-05102
GO:00510992ColorectumMSSpositive regulation of binding59/3467173/187237.11e-072.53e-0559
GO:00433932ColorectumMSSregulation of protein binding62/3467196/187236.44e-061.69e-0462
GO:00322722ColorectumMSSnegative regulation of protein polymerization30/346780/187235.05e-059.09e-0430
GO:00715391ColorectumMSSprotein localization to centrosome16/346733/187238.66e-051.40e-0316
GO:19055081ColorectumMSSprotein localization to microtubule organizing center16/346735/187232.07e-042.89e-0316
GO:00313332ColorectumMSSnegative regulation of protein-containing complex assembly43/3467141/187233.84e-044.85e-0343
GO:00070511ColorectumMSSspindle organization53/3467184/187234.23e-045.19e-0353
GO:19029042ColorectumMSSnegative regulation of supramolecular fiber organization49/3467167/187234.30e-045.23e-0349
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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
MAPRE1SNVMissense_Mutationnovelc.556G>Ap.Val186Metp.V186MQ15691protein_codingtolerated(0.18)benign(0.003)TCGA-A2-A3XW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamyicinCR
MAPRE1SNVMissense_Mutationnovelc.776N>Ap.Gly259Glup.G259EQ15691protein_codingtolerated(0.59)probably_damaging(0.994)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
MAPRE1SNVMissense_Mutationc.257G>Ap.Gly86Aspp.G86DQ15691protein_codingdeleterious(0.04)benign(0.041)TCGA-F4-6809-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownPD
MAPRE1SNVMissense_Mutationc.93T>Gp.Asn31Lysp.N31KQ15691protein_codingdeleterious(0.02)possibly_damaging(0.56)TCGA-AG-A02X-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownSD
MAPRE1SNVMissense_Mutationrs770912318c.260T>Cp.Val87Alap.V87AQ15691protein_codingdeleterious(0.01)possibly_damaging(0.75)TCGA-A5-A0VQ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinSD
MAPRE1SNVMissense_Mutationnovelc.365A>Cp.Lys122Thrp.K122TQ15691protein_codingtolerated(0.08)benign(0.119)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
MAPRE1SNVMissense_Mutationc.28N>Ap.Val10Metp.V10MQ15691protein_codingtolerated(0.12)possibly_damaging(0.756)TCGA-AX-A063-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
MAPRE1SNVMissense_Mutationrs771324465c.604N>Ap.Val202Ilep.V202IQ15691protein_codingtolerated(0.13)benign(0.003)TCGA-AX-A0J1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
MAPRE1SNVMissense_Mutationnovelc.802T>Cp.Tyr268Hisp.Y268HQ15691protein_codingdeleterious(0.03)possibly_damaging(0.543)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
MAPRE1SNVMissense_Mutationnovelc.266A>Cp.Lys89Thrp.K89TQ15691protein_codingdeleterious(0.02)probably_damaging(0.936)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
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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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