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: MIGA1

Gene summary for MIGA1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MIGA1

Gene ID

374986

Gene namemitoguardin 1
Gene AliasFAM73A
Cytomap1p31.1
Gene Typeprotein-coding
GO ID

GO:0006996

UniProtAcc

B4DK63


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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
374986MIGA1HCC1HumanLiverHCC9.60e-294.78e+000.5336
374986MIGA1HCC2HumanLiverHCC2.56e-424.38e+000.5341
374986MIGA1HCC5HumanLiverHCC2.98e-392.89e+000.4932
374986MIGA1S014HumanLiverHCC1.31e-124.23e-010.2254
374986MIGA1S015HumanLiverHCC7.46e-208.78e-010.2375
374986MIGA1S016HumanLiverHCC2.10e-165.17e-010.2243
374986MIGA1S027HumanLiverHCC9.05e-095.68e-010.2446
374986MIGA1S028HumanLiverHCC2.28e-166.18e-010.2503
374986MIGA1S029HumanLiverHCC3.88e-144.63e-010.2581
374986MIGA1male-WTAHumanThyroidPTC7.89e-122.21e-020.1037
374986MIGA1PTC01HumanThyroidPTC2.34e-121.68e-010.1899
374986MIGA1PTC03HumanThyroidPTC7.99e-051.01e-010.1784
374986MIGA1PTC04HumanThyroidPTC2.80e-192.84e-010.1927
374986MIGA1PTC05HumanThyroidPTC5.32e-226.64e-010.2065
374986MIGA1PTC06HumanThyroidPTC3.08e-336.68e-010.2057
374986MIGA1PTC07HumanThyroidPTC9.66e-376.24e-010.2044
374986MIGA1ATC11HumanThyroidATC1.47e-054.44e-010.3386
374986MIGA1ATC12HumanThyroidATC2.02e-214.34e-010.34
374986MIGA1ATC13HumanThyroidATC1.65e-377.38e-010.34
374986MIGA1ATC2HumanThyroidATC4.52e-138.66e-010.34
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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
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:004828411LiverHCCorganelle fusion84/7958141/187233.13e-053.20e-0484
GO:0008053LiverHCCmitochondrial fusion19/795827/187233.18e-031.47e-0219
GO:00482846ThyroidPTCorganelle fusion71/5968141/187233.68e-064.70e-0571
GO:00080534ThyroidPTCmitochondrial fusion15/596827/187239.19e-033.79e-0215
GO:004828413ThyroidATCorganelle fusion71/6293141/187232.83e-052.38e-0471
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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
MIGA1SNVMissense_Mutationc.442N>Gp.Gln148Glup.Q148Eprotein_codingtolerated(0.26)possibly_damaging(0.688)TCGA-AN-A0XW-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
MIGA1SNVMissense_Mutationc.586N>Tp.Ile196Phep.I196Fprotein_codingtolerated(0.28)benign(0.255)TCGA-BH-A0HA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MIGA1SNVMissense_Mutationnovelc.235N>Tp.Thr79Serp.T79Sprotein_codingtolerated(0.06)benign(0.047)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MIGA1SNVMissense_Mutationrs752875500c.68N>Tp.Gly23Valp.G23Vprotein_codingdeleterious_low_confidence(0)benign(0.037)TCGA-EK-A2GZ-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
MIGA1SNVMissense_Mutationc.41N>Tp.Ala14Valp.A14Vprotein_codingdeleterious_low_confidence(0)benign(0.003)TCGA-EK-A2PI-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
MIGA1insertionFrame_Shift_Insnovelc.1316_1317insTp.Leu441PhefsTer9p.L441Ffs*9protein_codingTCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MIGA1SNVMissense_Mutationc.1717N>Tp.Asp573Tyrp.D573Yprotein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3688-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
MIGA1SNVMissense_Mutationc.1854N>Ap.Ser618Argp.S618Rprotein_codingtolerated(0.25)benign(0.119)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
MIGA1SNVMissense_Mutationc.169C>Ap.Leu57Metp.L57Mprotein_codingtolerated(0.05)possibly_damaging(0.813)TCGA-AM-5821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MIGA1SNVMissense_Mutationrs766210952c.290N>Ap.Arg97Hisp.R97Hprotein_codingtolerated(0.08)benign(0.249)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
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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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