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: MIA3

Gene summary for MIA3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MIA3

Gene ID

375056

Gene nameMIA SH3 domain ER export factor 3
Gene AliasARNT
Cytomap1q41
Gene Typeprotein-coding
GO ID

GO:0001525

UniProtAcc

Q5JRA6


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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
375056MIA3LZE2THumanEsophagusESCC5.15e-106.99e-010.082
375056MIA3LZE4THumanEsophagusESCC5.61e-154.75e-010.0811
375056MIA3LZE5THumanEsophagusESCC3.25e-055.34e-010.0514
375056MIA3LZE7THumanEsophagusESCC7.83e-126.69e-010.0667
375056MIA3LZE20THumanEsophagusESCC7.03e-082.04e-010.0662
375056MIA3LZE22D1HumanEsophagusHGIN6.09e-038.30e-020.0595
375056MIA3LZE22THumanEsophagusESCC1.58e-055.56e-010.068
375056MIA3LZE24THumanEsophagusESCC1.06e-216.70e-010.0596
375056MIA3LZE6THumanEsophagusESCC4.92e-032.37e-010.0845
375056MIA3P1T-EHumanEsophagusESCC2.91e-207.80e-010.0875
375056MIA3P2T-EHumanEsophagusESCC1.37e-448.44e-010.1177
375056MIA3P4T-EHumanEsophagusESCC1.47e-113.95e-010.1323
375056MIA3P5T-EHumanEsophagusESCC2.35e-203.02e-010.1327
375056MIA3P8T-EHumanEsophagusESCC1.32e-234.53e-010.0889
375056MIA3P9T-EHumanEsophagusESCC6.11e-153.93e-010.1131
375056MIA3P10T-EHumanEsophagusESCC1.90e-305.58e-010.116
375056MIA3P11T-EHumanEsophagusESCC4.21e-196.70e-010.1426
375056MIA3P12T-EHumanEsophagusESCC1.13e-183.74e-010.1122
375056MIA3P15T-EHumanEsophagusESCC1.79e-235.28e-010.1149
375056MIA3P16T-EHumanEsophagusESCC3.00e-245.53e-010.1153
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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
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
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
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:004819317EsophagusHGINGolgi vesicle transport83/2587296/187238.59e-118.89e-0983
GO:00068889EsophagusHGINendoplasmic reticulum to Golgi vesicle-mediated transport40/2587130/187234.67e-072.07e-0540
GO:000690020EsophagusHGINvesicle budding from membrane23/258761/187232.85e-069.93e-0523
GO:007097210EsophagusHGINprotein localization to endoplasmic reticulum26/258774/187233.09e-061.05e-0426
GO:00160509EsophagusHGINvesicle organization65/2587300/187231.24e-042.54e-0365
GO:00901146EsophagusHGINCOPII-coated vesicle budding11/258729/187231.08e-031.32e-0211
GO:00070295EsophagusHGINendoplasmic reticulum organization22/258787/187233.07e-032.90e-0222
GO:004819318EsophagusESCCGolgi vesicle transport231/8552296/187231.82e-309.63e-28231
GO:001605014EsophagusESCCvesicle organization211/8552300/187232.85e-182.87e-16211
GO:000688815EsophagusESCCendoplasmic reticulum to Golgi vesicle-mediated transport102/8552130/187231.73e-149.22e-13102
GO:0006900111EsophagusESCCvesicle budding from membrane54/855261/187232.66e-121.07e-1054
GO:000702914EsophagusESCCendoplasmic reticulum organization65/855287/187233.28e-086.08e-0765
GO:009011414EsophagusESCCCOPII-coated vesicle budding27/855229/187238.09e-081.39e-0627
GO:004206027EsophagusESCCwound healing243/8552422/187234.62e-076.25e-06243
GO:007097218EsophagusESCCprotein localization to endoplasmic reticulum52/855274/187231.58e-051.42e-0452
GO:00901104EsophagusESCCCOPII-coated vesicle cargo loading14/855215/187231.47e-049.85e-0414
GO:002240720EsophagusESCCregulation of cell-cell adhesion239/8552448/187235.88e-043.19e-03239
GO:000268316EsophagusESCCnegative regulation of immune system process231/8552434/187238.48e-044.36e-03231
GO:000166720EsophagusESCCameboidal-type cell migration250/8552475/187231.22e-035.97e-03250
GO:000930617EsophagusESCCprotein secretion190/8552359/187233.22e-031.34e-02190
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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
MIA3SNVMissense_Mutationc.1863N>Tp.Glu621Aspp.E621DQ5JRA6protein_codingtolerated(0.12)benign(0.007)TCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MIA3SNVMissense_Mutationc.3776C>Gp.Ser1259Cysp.S1259CQ5JRA6protein_codingdeleterious(0.03)probably_damaging(0.94)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
MIA3SNVMissense_Mutationnovelc.2476N>Cp.Glu826Glnp.E826QQ5JRA6protein_codingtolerated(0.13)benign(0.131)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
MIA3SNVMissense_Mutationnovelc.3970N>Ap.Glu1324Lysp.E1324KQ5JRA6protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
MIA3SNVMissense_Mutationc.1836N>Tp.Glu612Aspp.E612DQ5JRA6protein_codingtolerated(0.12)possibly_damaging(0.681)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MIA3SNVMissense_Mutationrs199732400c.1159A>Gp.Ile387Valp.I387VQ5JRA6protein_codingtolerated(0.57)benign(0)TCGA-B6-A2IU-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
MIA3SNVMissense_Mutationc.4900G>Ap.Ala1634Thrp.A1634TQ5JRA6protein_codingtolerated(0.05)possibly_damaging(0.802)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MIA3SNVMissense_Mutationc.3496N>Cp.Asp1166Hisp.D1166HQ5JRA6protein_codingdeleterious(0)possibly_damaging(0.907)TCGA-BH-A18Q-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MIA3SNVMissense_Mutationc.815N>Gp.Thr272Serp.T272SQ5JRA6protein_codingtolerated(0.38)benign(0.031)TCGA-BH-A1FU-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
MIA3SNVMissense_Mutationc.1276G>Ap.Gly426Argp.G426RQ5JRA6protein_codingtolerated(0.48)benign(0.009)TCGA-C8-A131-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilCR
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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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