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: MAIP1

Gene summary for MAIP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MAIP1

Gene ID

79568

Gene namematrix AAA peptidase interacting protein 1
Gene AliasC2orf47
Cytomap2q33.1
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

A0A024R3U8


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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
79568MAIP1LZE4THumanEsophagusESCC9.66e-092.32e-010.0811
79568MAIP1LZE5THumanEsophagusESCC1.57e-032.22e-010.0514
79568MAIP1LZE7THumanEsophagusESCC1.02e-032.31e-010.0667
79568MAIP1LZE20THumanEsophagusESCC2.95e-061.86e-010.0662
79568MAIP1LZE22THumanEsophagusESCC1.57e-022.52e-010.068
79568MAIP1LZE24THumanEsophagusESCC1.70e-235.01e-010.0596
79568MAIP1HCC2HumanLiverHCC2.08e-082.07e+000.5341
79568MAIP1S014HumanLiverHCC5.13e-206.68e-010.2254
79568MAIP1S015HumanLiverHCC1.64e-268.20e-010.2375
79568MAIP1S016HumanLiverHCC2.57e-317.25e-010.2243
79568MAIP1S027HumanLiverHCC2.41e-098.06e-010.2446
79568MAIP1S028HumanLiverHCC2.55e-248.70e-010.2503
79568MAIP1S029HumanLiverHCC1.06e-321.07e+000.2581
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:000166617ProstateBPHresponse to hypoxia92/3107307/187233.29e-091.27e-0792
GO:001095218ProstateBPHpositive regulation of peptidase activity66/3107197/187234.44e-091.66e-0766
GO:19020435ProstateBPHpositive regulation of extrinsic apoptotic signaling pathway via death domain receptors12/310713/187234.72e-091.75e-0712
GO:000683916ProstateBPHmitochondrial transport79/3107254/187236.77e-092.38e-0779
GO:007233217ProstateBPHintrinsic apoptotic signaling pathway by p53 class mediator34/310776/187238.04e-092.77e-0734
GO:190179618ProstateBPHregulation of signal transduction by p53 class mediator38/310793/187232.31e-086.99e-0738
GO:190589718ProstateBPHregulation of response to endoplasmic reticulum stress34/310782/187238.14e-082.05e-0634
GO:003166910ProstateBPHcellular response to nutrient levels67/3107215/187238.51e-082.12e-0667
GO:20012388ProstateBPHpositive regulation of extrinsic apoptotic signaling pathway24/310748/187239.24e-082.26e-0624
GO:190179818ProstateBPHpositive regulation of signal transduction by p53 class mediator16/310725/187231.43e-073.36e-0616
GO:004887218ProstateBPHhomeostasis of number of cells79/3107272/187231.79e-073.99e-0679
GO:000926710ProstateBPHcellular response to starvation52/3107156/187232.24e-074.89e-0652
GO:000961510ProstateBPHresponse to virus99/3107367/187232.82e-076.07e-0699
GO:003166718ProstateBPHresponse to nutrient levels121/3107474/187233.68e-077.70e-06121
GO:003033016ProstateBPHDNA damage response, signal transduction by p53 class mediator30/310772/187234.09e-078.44e-0630
GO:007145315ProstateBPHcellular response to oxygen levels56/3107177/187235.50e-071.09e-0556
GO:001095017ProstateBPHpositive regulation of endopeptidase activity56/3107179/187238.24e-071.54e-0556
GO:003629415ProstateBPHcellular response to decreased oxygen levels51/3107161/187231.66e-062.79e-0551
GO:20012448ProstateBPHpositive regulation of intrinsic apoptotic signaling pathway25/310758/187231.76e-062.94e-0525
GO:004259410ProstateBPHresponse to starvation59/3107197/187232.10e-063.45e-0559
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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
MAIP1SNVMissense_Mutationc.742N>Tp.Val248Phep.V248FQ8WWC4protein_codingtolerated(0.08)benign(0.233)TCGA-A8-A08S-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
MAIP1SNVMissense_Mutationc.340N>Ap.Gly114Argp.G114RQ8WWC4protein_codingdeleterious(0.03)possibly_damaging(0.905)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MAIP1SNVMissense_Mutationnovelc.608N>Cp.Phe203Serp.F203SQ8WWC4protein_codingdeleterious(0)benign(0.091)TCGA-AC-A3QQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MAIP1SNVMissense_Mutationnovelc.781N>Ap.Leu261Ilep.L261IQ8WWC4protein_codingtolerated(0.07)possibly_damaging(0.521)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MAIP1SNVMissense_Mutationc.363N>Tp.Trp121Cysp.W121CQ8WWC4protein_codingdeleterious(0)probably_damaging(0.971)TCGA-BH-A0HY-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytaxotereCR
MAIP1SNVMissense_Mutationc.520G>Cp.Glu174Glnp.E174QQ8WWC4protein_codingdeleterious(0)probably_damaging(0.982)TCGA-BH-A0W7-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
MAIP1insertionFrame_Shift_Insnovelc.607_608insCTCAp.Phe203SerfsTer13p.F203Sfs*13Q8WWC4protein_codingTCGA-A7-A26I-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
MAIP1insertionFrame_Shift_Insnovelc.646_647insTGGCp.Lys216MetfsTer8p.K216Mfs*8Q8WWC4protein_codingTCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MAIP1insertionFrame_Shift_Insnovelc.647_648insGCCTAGATTTCp.Gly217ProfsTer12p.G217Pfs*12Q8WWC4protein_codingTCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MAIP1SNVMissense_Mutationnovelc.37N>Tp.His13Tyrp.H13YQ8WWC4protein_codingdeleterious_low_confidence(0.02)benign(0.006)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
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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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