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:000715923Oral cavityNEOLPleukocyte cell-cell adhesion70/2005371/187231.65e-064.05e-0570
GO:200014615Oral cavityNEOLPnegative regulation of cell motility68/2005359/187232.01e-064.77e-0568
GO:003033614Oral cavityNEOLPnegative regulation of cell migration65/2005344/187233.65e-067.97e-0565
GO:004354215Oral cavityNEOLPendothelial cell migration55/2005279/187235.51e-061.13e-0455
GO:005090023Oral cavityNEOLPleukocyte migration67/2005369/187231.04e-051.96e-0467
GO:000690031Oral cavityNEOLPvesicle budding from membrane19/200561/187231.19e-052.17e-0419
GO:000716223Oral cavityNEOLPnegative regulation of cell adhesion57/2005303/187231.62e-052.79e-0457
GO:004001314Oral cavityNEOLPnegative regulation of locomotion69/2005391/187232.05e-053.41e-0469
GO:190303723Oral cavityNEOLPregulation of leukocyte cell-cell adhesion61/2005336/187232.56e-054.01e-0461
GO:000268331Oral cavityNEOLPnegative regulation of immune system process73/2005434/187236.18e-058.22e-0473
GO:000268523Oral cavityNEOLPregulation of leukocyte migration40/2005210/187232.14e-042.27e-0340
GO:001605031Oral cavityNEOLPvesicle organization52/2005300/187233.20e-043.11e-0352
GO:000268723Oral cavityNEOLPpositive regulation of leukocyte migration28/2005135/187234.45e-044.01e-0328
GO:007167514Oral cavityNEOLPregulation of mononuclear cell migration24/2005115/187231.00e-037.68e-0324
GO:003545912Oral cavityNEOLPvesicle cargo loading9/200527/187231.41e-031.01e-029
GO:004353413Oral cavityNEOLPblood vessel endothelial cell migration32/2005176/187231.93e-031.30e-0232
GO:009011431Oral cavityNEOLPCOPII-coated vesicle budding9/200529/187232.48e-031.57e-029
GO:00716747Oral cavityNEOLPmononuclear cell migration34/2005196/187233.17e-031.91e-0234
GO:009011021Oral cavityNEOLPCOPII-coated vesicle cargo loading6/200515/187233.18e-031.91e-026
GO:0002040Oral cavityNEOLPsprouting angiogenesis32/2005185/187234.29e-032.42e-0232
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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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