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: MAN2B1

Gene summary for MAN2B1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MAN2B1

Gene ID

4125

Gene namemannosidase alpha class 2B member 1
Gene AliasLAMAN
Cytomap19p13.13
Gene Typeprotein-coding
GO ID

GO:0005975

UniProtAcc

O00754


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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
4125MAN2B1LZE4THumanEsophagusESCC1.55e-102.84e-010.0811
4125MAN2B1LZE7THumanEsophagusESCC1.56e-145.16e-010.0667
4125MAN2B1LZE20THumanEsophagusESCC4.18e-082.66e-010.0662
4125MAN2B1LZE22D1HumanEsophagusHGIN3.26e-021.58e-010.0595
4125MAN2B1LZE22THumanEsophagusESCC1.28e-074.10e-010.068
4125MAN2B1LZE24THumanEsophagusESCC3.76e-316.98e-010.0596
4125MAN2B1LZE22D3HumanEsophagusHGIN1.73e-024.36e-010.0653
4125MAN2B1LZE21THumanEsophagusESCC9.73e-052.95e-010.0655
4125MAN2B1LZE6THumanEsophagusESCC5.26e-072.76e-010.0845
4125MAN2B1P1T-EHumanEsophagusESCC1.45e-104.58e-010.0875
4125MAN2B1P2T-EHumanEsophagusESCC6.38e-314.71e-010.1177
4125MAN2B1P4T-EHumanEsophagusESCC1.44e-194.04e-010.1323
4125MAN2B1P5T-EHumanEsophagusESCC2.03e-091.89e-010.1327
4125MAN2B1P8T-EHumanEsophagusESCC8.22e-193.33e-010.0889
4125MAN2B1P9T-EHumanEsophagusESCC1.78e-204.36e-010.1131
4125MAN2B1P10T-EHumanEsophagusESCC2.13e-274.23e-010.116
4125MAN2B1P11T-EHumanEsophagusESCC2.64e-311.06e+000.1426
4125MAN2B1P12T-EHumanEsophagusESCC4.42e-293.99e-010.1122
4125MAN2B1P15T-EHumanEsophagusESCC2.04e-183.46e-010.1149
4125MAN2B1P16T-EHumanEsophagusESCC8.84e-365.80e-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
∗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:00059969EsophagusESCCmonosaccharide metabolic process159/8552257/187231.11e-071.81e-06159
GO:00193189EsophagusESCChexose metabolic process147/8552237/187232.63e-073.94e-06147
GO:00091002EsophagusESCCglycoprotein metabolic process226/8552387/187232.64e-073.94e-06226
GO:00065173EsophagusESCCprotein deglycosylation19/855226/187234.31e-031.71e-0219
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:0009100LiverHCCglycoprotein metabolic process193/7958387/187231.89e-039.62e-03193
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa041426EsophagusHGINLysosome33/1383132/84656.65e-034.37e-023.47e-0233
hsa0414213EsophagusHGINLysosome33/1383132/84656.65e-034.37e-023.47e-0233
hsa0414222EsophagusESCCLysosome102/4205132/84655.11e-117.13e-103.65e-10102
hsa0414232EsophagusESCCLysosome102/4205132/84655.11e-117.13e-103.65e-10102
hsa041422LiverHCCLysosome100/4020132/84652.32e-114.31e-102.40e-10100
hsa00511LiverHCCOther glycan degradation15/402018/84651.96e-036.91e-033.84e-0315
hsa041423LiverHCCLysosome100/4020132/84652.32e-114.31e-102.40e-10100
hsa005111LiverHCCOther glycan degradation15/402018/84651.96e-036.91e-033.84e-0315
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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
MAN2B1SNVMissense_Mutationc.2194N>Ap.Arg732Serp.R732SO00754protein_codingdeleterious(0)probably_damaging(0.981)TCGA-AR-A256-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinPD
MAN2B1SNVMissense_Mutationc.1141N>Ap.Ala381Thrp.A381TO00754protein_codingdeleterious(0)possibly_damaging(0.877)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
MAN2B1SNVMissense_Mutationnovelc.2845A>Cp.Thr949Prop.T949PO00754protein_codingtolerated(0.05)possibly_damaging(0.761)TCGA-E9-A22A-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
MAN2B1insertionIn_Frame_Insnovelc.1604_1605insATGp.Phe535delinsLeuCysp.F535delinsLCO00754protein_codingTCGA-A8-A09D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
MAN2B1insertionFrame_Shift_Insnovelc.1602_1603insATTTGCTTGTTAGAGGGGGACAGAATp.Phe535IlefsTer12p.F535Ifs*12O00754protein_codingTCGA-A8-A09D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
MAN2B1insertionNonsense_Mutationnovelc.1050_1051insCTGACCTCGTGATCCGCCCGCCTCGGTCTTp.His350_Val351insLeuThrSerTerSerAlaArgLeuGlyLeup.H350_V351insLTS*SARLGLO00754protein_codingTCGA-BH-A0H7-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
MAN2B1SNVMissense_Mutationc.1183N>Tp.Arg395Trpp.R395WO00754protein_codingdeleterious(0)probably_damaging(0.998)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MAN2B1SNVMissense_Mutationnovelc.1256N>Gp.Val419Glyp.V419GO00754protein_codingtolerated(0.19)benign(0.001)TCGA-C5-A1MF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MAN2B1SNVMissense_Mutationc.788C>Tp.Pro263Leup.P263LO00754protein_codingdeleterious(0)probably_damaging(1)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MAN2B1SNVMissense_Mutationnovelc.1458C>Gp.Phe486Leup.F486LO00754protein_codingtolerated(0.68)benign(0)TCGA-IR-A3LH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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