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: MGAT4C

Gene summary for MGAT4C

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MGAT4C

Gene ID

25834

Gene nameMGAT4 family member C
Gene AliasGNTIVH
Cytomap12q21.31-q21.32
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q9UBM8


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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
25834MGAT4CHTA12-15-2HumanPancreasPDAC4.45e-064.54e-010.2315
25834MGAT4CHTA12-23-1HumanPancreasPDAC8.83e-077.32e-010.3405
25834MGAT4CHTA12-25-1HumanPancreasPDAC3.07e-085.97e-010.313
25834MGAT4CHTA12-26-1HumanPancreasPDAC6.32e-219.98e-010.3728
25834MGAT4CHTA12-29-1HumanPancreasPDAC1.93e-093.05e-010.3722
25834MGAT4Cmale-WTAHumanThyroidPTC1.64e-445.50e-010.1037
25834MGAT4CPTC01HumanThyroidPTC1.34e-388.86e-010.1899
25834MGAT4CPTC04HumanThyroidPTC2.22e-155.95e-010.1927
25834MGAT4CPTC05HumanThyroidPTC6.48e-281.46e+000.2065
25834MGAT4CPTC06HumanThyroidPTC8.25e-782.49e+000.2057
25834MGAT4CPTC07HumanThyroidPTC4.33e-911.80e+000.2044
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:0016032113ThyroidPTCviral process236/5968415/187232.48e-268.24e-24236
GO:0019080110ThyroidPTCviral gene expression65/596894/187231.25e-136.69e-1265
GO:00064878ThyroidPTCprotein N-linked glycosylation38/596865/187238.71e-069.94e-0538
GO:00190827ThyroidPTCviral protein processing18/596829/187237.83e-044.86e-0318
GO:00064866ThyroidPTCprotein glycosylation94/5968226/187231.25e-037.13e-0394
GO:00434136ThyroidPTCmacromolecule glycosylation94/5968226/187231.25e-037.13e-0394
GO:00700855ThyroidPTCglycosylation96/5968240/187234.57e-032.15e-0296
GO:00091013ThyroidPTCglycoprotein biosynthetic process123/5968317/187235.05e-032.33e-02123
GO:00091003ThyroidPTCglycoprotein metabolic process147/5968387/187235.87e-032.64e-02147
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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
MGAT4CSNVMissense_Mutationc.811N>Tp.Arg271Cysp.R271CQ9UBM8protein_codingtolerated(0.1)probably_damaging(0.97)TCGA-AN-A0FJ-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
MGAT4CSNVMissense_Mutationc.301C>Gp.Leu101Valp.L101VQ9UBM8protein_codingdeleterious(0)probably_damaging(0.999)TCGA-B6-A0RQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MGAT4CSNVMissense_Mutationc.43N>Cp.Asp15Hisp.D15HQ9UBM8protein_codingdeleterious_low_confidence(0.04)possibly_damaging(0.688)TCGA-BH-A0HP-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
MGAT4CSNVMissense_Mutationc.1300G>Ap.Glu434Lysp.E434KQ9UBM8protein_codingtolerated(0.81)benign(0.052)TCGA-C5-A1MK-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycarboplatinPD
MGAT4CSNVMissense_Mutationc.867G>Tp.Leu289Phep.L289FQ9UBM8protein_codingdeleterious(0.03)probably_damaging(0.996)TCGA-C5-A1MK-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycarboplatinPD
MGAT4CSNVMissense_Mutationc.584N>Cp.Arg195Thrp.R195TQ9UBM8protein_codingdeleterious(0)probably_damaging(0.983)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
MGAT4CSNVMissense_Mutationc.400G>Ap.Glu134Lysp.E134KQ9UBM8protein_codingtolerated(0.09)benign(0.207)TCGA-VS-A8QA-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MGAT4CSNVMissense_Mutationrs199811466c.728C>Tp.Ser243Phep.S243FQ9UBM8protein_codingdeleterious(0)probably_damaging(0.979)TCGA-VS-A9UI-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
MGAT4CinsertionFrame_Shift_Insnovelc.827_828insTp.Leu276PhefsTer11p.L276Ffs*11Q9UBM8protein_codingTCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MGAT4CSNVMissense_Mutationrs749402312c.878N>Ap.Arg293Hisp.R293HQ9UBM8protein_codingtolerated(0.17)probably_damaging(0.993)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
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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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