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: MAPRE3

Gene summary for MAPRE3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MAPRE3

Gene ID

22924

Gene namemicrotubule associated protein RP/EB family member 3
Gene AliasEB3
Cytomap2p23.3
Gene Typeprotein-coding
GO ID

GO:0000079

UniProtAcc

Q9UPY8


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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
22924MAPRE3LZE4THumanEsophagusESCC7.48e-124.06e-010.0811
22924MAPRE3LZE7THumanEsophagusESCC1.30e-054.11e-010.0667
22924MAPRE3LZE24THumanEsophagusESCC6.94e-144.60e-010.0596
22924MAPRE3P1T-EHumanEsophagusESCC2.70e-043.80e-010.0875
22924MAPRE3P2T-EHumanEsophagusESCC1.39e-356.70e-010.1177
22924MAPRE3P4T-EHumanEsophagusESCC5.88e-123.11e-010.1323
22924MAPRE3P5T-EHumanEsophagusESCC9.26e-111.96e-010.1327
22924MAPRE3P8T-EHumanEsophagusESCC8.00e-111.00e-010.0889
22924MAPRE3P10T-EHumanEsophagusESCC7.21e-163.20e-010.116
22924MAPRE3P11T-EHumanEsophagusESCC1.31e-053.54e-010.1426
22924MAPRE3P12T-EHumanEsophagusESCC2.90e-021.36e-010.1122
22924MAPRE3P15T-EHumanEsophagusESCC4.66e-042.33e-010.1149
22924MAPRE3P16T-EHumanEsophagusESCC8.63e-152.61e-010.1153
22924MAPRE3P17T-EHumanEsophagusESCC2.04e-032.19e-010.1278
22924MAPRE3P19T-EHumanEsophagusESCC2.05e-135.88e-010.1662
22924MAPRE3P21T-EHumanEsophagusESCC2.00e-071.28e-010.1617
22924MAPRE3P22T-EHumanEsophagusESCC2.48e-395.97e-010.1236
22924MAPRE3P23T-EHumanEsophagusESCC9.57e-051.36e-010.108
22924MAPRE3P24T-EHumanEsophagusESCC5.25e-102.26e-010.1287
22924MAPRE3P26T-EHumanEsophagusESCC9.99e-427.27e-010.1276
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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
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
∗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:0051098111EsophagusESCCregulation of binding251/8552363/187236.73e-208.46e-18251
GO:0043254111EsophagusESCCregulation of protein-containing complex assembly278/8552428/187233.81e-162.77e-14278
GO:000705114EsophagusESCCspindle organization134/8552184/187235.70e-142.87e-12134
GO:007190016EsophagusESCCregulation of protein serine/threonine kinase activity227/8552359/187231.12e-114.10e-10227
GO:0051099111EsophagusESCCpositive regulation of binding122/8552173/187232.79e-119.45e-10122
GO:004339320EsophagusESCCregulation of protein binding135/8552196/187233.69e-111.22e-09135
GO:1902903111EsophagusESCCregulation of supramolecular fiber organization237/8552383/187239.06e-112.75e-09237
GO:004578710EsophagusESCCpositive regulation of cell cycle196/8552313/187239.27e-102.24e-08196
GO:00512256EsophagusESCCspindle assembly85/8552117/187232.72e-095.98e-0885
GO:0051258111EsophagusESCCprotein polymerization183/8552297/187231.94e-083.75e-07183
GO:00705078EsophagusESCCregulation of microtubule cytoskeleton organization99/8552148/187231.43e-072.29e-0699
GO:00726985EsophagusESCCprotein localization to microtubule cytoskeleton43/855254/187233.28e-074.61e-0643
GO:19040294EsophagusESCCregulation of cyclin-dependent protein kinase activity69/855298/187236.04e-077.91e-0669
GO:00443804EsophagusESCCprotein localization to cytoskeleton45/855258/187236.89e-078.99e-0645
GO:0032271111EsophagusESCCregulation of protein polymerization143/8552233/187239.21e-071.17e-05143
GO:00000794EsophagusESCCregulation of cyclin-dependent protein serine/threonine kinase activity66/855294/187231.24e-061.53e-0566
GO:00719029EsophagusESCCpositive regulation of protein serine/threonine kinase activity124/8552200/187232.27e-062.61e-05124
GO:003209216EsophagusESCCpositive regulation of protein binding60/855285/187232.83e-063.22e-0560
GO:004586018EsophagusESCCpositive regulation of protein kinase activity219/8552386/187236.91e-066.97e-05219
GO:003367420EsophagusESCCpositive regulation of kinase activity260/8552467/187237.26e-067.22e-05260
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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
MAPRE3SNVMissense_Mutationnovelc.595G>Ap.Asp199Asnp.D199NQ9UPY8protein_codingtolerated(0.16)benign(0.009)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
MAPRE3SNVMissense_Mutationc.644N>Tp.Thr215Ilep.T215IQ9UPY8protein_codingdeleterious(0.04)benign(0.212)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MAPRE3SNVMissense_Mutationc.412C>Gp.Pro138Alap.P138AQ9UPY8protein_codingtolerated(0.74)benign(0)TCGA-AN-A0FW-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
MAPRE3insertionFrame_Shift_Insrs777328830c.535_536insCp.Cys182LeufsTer16p.C182Lfs*16Q9UPY8protein_codingTCGA-AN-A0FY-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MAPRE3SNVMissense_Mutationc.388C>Tp.Arg130Trpp.R130WQ9UPY8protein_codingdeleterious(0)probably_damaging(0.993)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MAPRE3SNVMissense_Mutationnovelc.707T>Cp.Ile236Thrp.I236TQ9UPY8protein_codingdeleterious(0.01)possibly_damaging(0.457)TCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
MAPRE3SNVMissense_Mutationnovelc.10N>Gp.Asn4Aspp.N4DQ9UPY8protein_codingdeleterious(0)probably_damaging(0.977)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MAPRE3insertionIn_Frame_Insnovelc.710_711insTTGp.Cys237dupp.C237dupQ9UPY8protein_codingTCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
MAPRE3SNVMissense_Mutationc.565C>Ap.Pro189Thrp.P189TQ9UPY8protein_codingtolerated(0.11)benign(0.003)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
MAPRE3SNVMissense_Mutationc.787N>Ap.Ala263Thrp.A263TQ9UPY8protein_codingdeleterious(0.01)benign(0.284)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
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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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