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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: LMAN1

Gene summary for LMAN1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LMAN1

Gene ID

3998

Gene namelectin, mannose binding 1
Gene AliasERGIC-53
Cytomap18q21.32
Gene Typeprotein-coding
GO ID

GO:0006457

UniProtAcc

A0A024R2A7


Top

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
3998LMAN1AEH-subject1HumanEndometriumAEH1.05e-13-4.52e-01-0.3059
3998LMAN1AEH-subject2HumanEndometriumAEH4.43e-13-4.59e-01-0.2525
3998LMAN1AEH-subject3HumanEndometriumAEH6.51e-13-3.57e-01-0.2576
3998LMAN1AEH-subject4HumanEndometriumAEH3.77e-02-2.90e-01-0.2657
3998LMAN1AEH-subject5HumanEndometriumAEH1.04e-03-2.16e-01-0.2953
3998LMAN1EEC-subject1HumanEndometriumEEC2.04e-10-3.05e-01-0.2682
3998LMAN1EEC-subject2HumanEndometriumEEC1.10e-14-4.25e-01-0.2607
3998LMAN1EEC-subject3HumanEndometriumEEC3.50e-41-4.40e-01-0.2525
3998LMAN1EEC-subject4HumanEndometriumEEC1.45e-04-4.46e-02-0.2571
3998LMAN1GSM5276934HumanEndometriumEEC6.81e-03-2.72e-02-0.0913
3998LMAN1GSM5276937HumanEndometriumEEC1.00e-021.85e-01-0.0897
3998LMAN1GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC4.68e-29-3.04e-01-0.1869
3998LMAN1GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC4.88e-31-2.15e-01-0.1875
3998LMAN1GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC1.60e-33-2.53e-01-0.1883
3998LMAN1GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC7.75e-391.86e-01-0.1934
3998LMAN1GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC8.24e-55-1.05e-01-0.1917
3998LMAN1GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC4.52e-52-1.20e-01-0.1916
3998LMAN1GSM6177623_NYU_UCEC3_VisHumanEndometriumEEC2.51e-09-1.61e-01-0.1269
3998LMAN1LZE2THumanEsophagusESCC5.22e-087.96e-010.082
3998LMAN1LZE4THumanEsophagusESCC3.78e-167.08e-010.0811
Page: 1 2 3 4 5 6 7 8 9 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:007265517ProstateTumorestablishment of protein localization to mitochondrion45/3246120/187231.09e-072.89e-0645
GO:000662617ProstateTumorprotein targeting to mitochondrion37/3246100/187232.07e-063.56e-0537
GO:005105112ProstateTumornegative regulation of transport114/3246470/187237.43e-057.82e-04114
GO:190382812ProstateTumornegative regulation of cellular protein localization36/3246117/187232.55e-042.14e-0336
GO:190374713ProstateTumorregulation of establishment of protein localization to mitochondrion19/324650/187234.13e-043.16e-0319
GO:005087818ProstateTumorregulation of body fluid levels91/3246379/187235.37e-043.91e-0391
GO:000702912ProstateTumorendoplasmic reticulum organization27/324687/187231.24e-037.83e-0327
GO:190321413ProstateTumorregulation of protein targeting to mitochondrion16/324644/187231.98e-031.15e-0216
GO:190353313ProstateTumorregulation of protein targeting25/324681/187232.01e-031.16e-0225
GO:003238711ProstateTumornegative regulation of intracellular transport19/324658/187233.18e-031.66e-0219
GO:190495011ProstateTumornegative regulation of establishment of protein localization35/3246131/187234.63e-032.28e-0235
GO:000759614ProstateTumorblood coagulation53/3246217/187234.89e-032.39e-0253
GO:005081714ProstateTumorcoagulation54/3246222/187234.95e-032.42e-0254
GO:005122411ProstateTumornegative regulation of protein transport34/3246127/187235.03e-032.45e-0234
GO:000703013ProstateTumorGolgi organization40/3246157/187236.33e-032.90e-0240
GO:000759914ProstateTumorhemostasis53/3246222/187237.87e-033.50e-0253
GO:00903172ProstateTumornegative regulation of intracellular protein transport14/324642/187238.95e-033.87e-0214
GO:0006457111SkincSCCprotein folding131/4864212/187232.96e-281.32e-25131
GO:007259427SkincSCCestablishment of protein localization to organelle213/4864422/187231.40e-275.15e-25213
GO:0048193110SkincSCCGolgi vesicle transport153/4864296/187231.85e-213.41e-19153
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0414126EndometriumAEHProtein processing in endoplasmic reticulum62/1197174/84655.97e-131.39e-111.01e-1162
hsa04141111EndometriumAEHProtein processing in endoplasmic reticulum62/1197174/84655.97e-131.39e-111.01e-1162
hsa0414127EndometriumEECProtein processing in endoplasmic reticulum64/1237174/84652.17e-135.09e-123.80e-1264
hsa0414136EndometriumEECProtein processing in endoplasmic reticulum64/1237174/84652.17e-135.09e-123.80e-1264
hsa04141211EsophagusESCCProtein processing in endoplasmic reticulum147/4205174/84653.29e-221.10e-195.64e-20147
hsa04141310EsophagusESCCProtein processing in endoplasmic reticulum147/4205174/84653.29e-221.10e-195.64e-20147
hsa0414114LiverCirrhoticProtein processing in endoplasmic reticulum114/2530174/84651.16e-229.67e-215.96e-21114
hsa0414115LiverCirrhoticProtein processing in endoplasmic reticulum114/2530174/84651.16e-229.67e-215.96e-21114
hsa0414122LiverHCCProtein processing in endoplasmic reticulum146/4020174/84657.34e-242.46e-211.37e-21146
hsa0414132LiverHCCProtein processing in endoplasmic reticulum146/4020174/84657.34e-242.46e-211.37e-21146
hsa0414130Oral cavityOSCCProtein processing in endoplasmic reticulum143/3704174/84656.82e-262.28e-231.16e-23143
hsa04141113Oral cavityOSCCProtein processing in endoplasmic reticulum143/3704174/84656.82e-262.28e-231.16e-23143
hsa04141210Oral cavityLPProtein processing in endoplasmic reticulum113/2418174/84658.74e-245.82e-223.76e-22113
hsa0414138Oral cavityLPProtein processing in endoplasmic reticulum113/2418174/84658.74e-245.82e-223.76e-22113
hsa0414128ProstateBPHProtein processing in endoplasmic reticulum97/1718174/84652.37e-251.30e-238.07e-2497
hsa04141112ProstateBPHProtein processing in endoplasmic reticulum97/1718174/84652.37e-251.30e-238.07e-2497
hsa0414129ProstateTumorProtein processing in endoplasmic reticulum99/1791174/84652.58e-251.71e-231.06e-2399
hsa0414137ProstateTumorProtein processing in endoplasmic reticulum99/1791174/84652.58e-251.71e-231.06e-2399
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
LMAN1SNVMissense_Mutationc.667N>Ap.Asp223Asnp.D223NP49257protein_codingtolerated(1)benign(0.011)TCGA-BH-A0BP-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LMAN1deletionFrame_Shift_Delrs746845401c.912delAp.Glu305ArgfsTer22p.E305Rfs*22P49257protein_codingTCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LMAN1SNVMissense_Mutationc.584G>Cp.Arg195Prop.R195PP49257protein_codingdeleterious(0)probably_damaging(1)TCGA-EK-A2RO-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
LMAN1deletionFrame_Shift_Delrs746845401c.912delAp.Glu305ArgfsTer22p.E305Rfs*22P49257protein_codingTCGA-MA-AA42-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
LMAN1SNVMissense_Mutationnovelc.658N>Cp.Phe220Leup.F220LP49257protein_codingtolerated(0.83)benign(0.023)TCGA-A6-2672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
LMAN1SNVMissense_Mutationrs752998844c.937N>Ap.Asp313Asnp.D313NP49257protein_codingtolerated(0.07)probably_damaging(0.933)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
LMAN1SNVMissense_Mutationc.1442N>Ap.Phe481Tyrp.F481YP49257protein_codingdeleterious(0)probably_damaging(0.987)TCGA-CM-6170-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
LMAN1SNVMissense_Mutationrs112235778c.305N>Gp.Glu102Glyp.E102GP49257protein_codingdeleterious(0.01)benign(0.287)TCGA-F4-6459-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownSD
LMAN1SNVMissense_Mutationnovelc.448T>Gp.Phe150Valp.F150VP49257protein_codingdeleterious(0)possibly_damaging(0.494)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
LMAN1SNVMissense_Mutationc.1018N>Tp.Arg340Cysp.R340CP49257protein_codingdeleterious(0.01)possibly_damaging(0.818)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
Page: 1 2 3 4 5 6 7 8 9 10 11 12 

Top

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
Page: 1