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: MAN2A2

Gene summary for MAN2A2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MAN2A2

Gene ID

4122

Gene namemannosidase alpha class 2A member 2
Gene AliasMANA2X
Cytomap15q26.1
Gene Typeprotein-coding
GO ID

GO:0005975

UniProtAcc

P49641


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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
4122MAN2A2NAFLD1HumanLiverNAFLD1.73e-022.47e-01-0.04
4122MAN2A2HCC1_MengHumanLiverHCC5.96e-209.66e-030.0246
4122MAN2A2HCC2_MengHumanLiverHCC7.60e-045.74e-020.0107
4122MAN2A2HCC1HumanLiverHCC8.01e-083.26e+000.5336
4122MAN2A2HCC2HumanLiverHCC2.87e-253.92e+000.5341
4122MAN2A2S014HumanLiverHCC1.06e-052.38e-010.2254
4122MAN2A2S015HumanLiverHCC1.10e-032.54e-010.2375
4122MAN2A2S016HumanLiverHCC1.11e-021.89e-010.2243
4122MAN2A2S027HumanLiverHCC7.38e-085.49e-010.2446
4122MAN2A2S028HumanLiverHCC2.39e-175.50e-010.2503
4122MAN2A2S029HumanLiverHCC6.28e-073.14e-010.2581
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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:00059965LiverNAFLDmonosaccharide metabolic process53/1882257/187232.89e-071.92e-0553
GO:00193185LiverNAFLDhexose metabolic process49/1882237/187237.41e-074.12e-0549
GO:0006517LiverNAFLDprotein deglycosylation9/188226/187236.56e-048.50e-039
GO:000599621LiverHCCmonosaccharide metabolic process167/7958257/187232.31e-131.25e-11167
GO:001931821LiverHCChexose metabolic process155/7958237/187237.63e-133.90e-11155
GO:00065172LiverHCCprotein deglycosylation22/795826/187231.23e-051.39e-0422
GO:00064862LiverHCCprotein glycosylation122/7958226/187233.11e-042.21e-03122
GO:00434132LiverHCCmacromolecule glycosylation122/7958226/187233.11e-042.21e-03122
GO:00700852LiverHCCglycosylation128/7958240/187234.35e-042.92e-03128
GO:0009100LiverHCCglycoprotein metabolic process193/7958387/187231.89e-039.62e-03193
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0051021LiverHCCN-Glycan biosynthesis40/402053/84652.95e-051.87e-041.04e-0440
hsa005132LiverHCCVarious types of N-glycan biosynthesis30/402042/84651.41e-035.07e-032.82e-0330
hsa0051031LiverHCCN-Glycan biosynthesis40/402053/84652.95e-051.87e-041.04e-0440
hsa005133LiverHCCVarious types of N-glycan biosynthesis30/402042/84651.41e-035.07e-032.82e-0330
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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
MAN2A2SNVMissense_Mutationnovelc.678N>Gp.Ile226Metp.I226MP49641protein_codingdeleterious(0)possibly_damaging(0.665)TCGA-A7-A6VX-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelCR
MAN2A2SNVMissense_Mutationc.1705C>Ap.His569Asnp.H569NP49641protein_codingdeleterious(0)probably_damaging(1)TCGA-BH-A0HA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MAN2A2SNVMissense_Mutationc.2885G>Tp.Arg962Leup.R962LP49641protein_codingdeleterious(0)probably_damaging(0.999)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MAN2A2SNVMissense_Mutationc.1705N>Tp.His569Tyrp.H569YP49641protein_codingdeleterious(0)probably_damaging(1)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MAN2A2SNVMissense_Mutationrs549071659c.2732N>Ap.Arg911Glnp.R911QP49641protein_codingtolerated(0.18)benign(0.023)TCGA-EW-A1IZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereSD
MAN2A2SNVMissense_Mutationnovelc.3140N>Tp.Ser1047Leup.S1047LP49641protein_codingdeleterious(0.04)benign(0.03)TCGA-OL-A5D6-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MAN2A2insertionFrame_Shift_Insnovelc.3133_3134insGATGTGGCATCGCTCGTGAAGCCGCAGATTACCCAGAGCAp.Ala1045GlyfsTer20p.A1045Gfs*20P49641protein_codingTCGA-A7-A0CG-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MAN2A2insertionNonsense_Mutationnovelc.448_449insCAGTATGp.Gln150ProfsTer3p.Q150Pfs*3P49641protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MAN2A2insertionIn_Frame_Insnovelc.450_451insGCTGAAAAAGCAGGTGACAGTGTGTGGp.Gln150_Gly151insAlaGluLysAlaGlyAspSerValTrpp.Q150_G151insAEKAGDSVWP49641protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MAN2A2insertionFrame_Shift_Insnovelc.2048_2049insACTATGCCATCAAGAAGCACTTTGCTGCCACCCACAGCCTAp.Ala684LeufsTer244p.A684Lfs*244P49641protein_codingTCGA-AO-A03T-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
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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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