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: LMAN2L

Gene summary for LMAN2L

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LMAN2L

Gene ID

81562

Gene namelectin, mannose binding 2 like
Gene AliasMRT52
Cytomap2q11.2
Gene Typeprotein-coding
GO ID

GO:0006457

UniProtAcc

Q9H0V9


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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
81562LMAN2LLZE4THumanEsophagusESCC6.01e-052.55e-010.0811
81562LMAN2LLZE8THumanEsophagusESCC1.67e-028.95e-020.067
81562LMAN2LLZE24THumanEsophagusESCC4.03e-081.89e-010.0596
81562LMAN2LLZE21THumanEsophagusESCC1.74e-021.63e-010.0655
81562LMAN2LP2T-EHumanEsophagusESCC2.12e-284.55e-010.1177
81562LMAN2LP4T-EHumanEsophagusESCC4.17e-173.72e-010.1323
81562LMAN2LP5T-EHumanEsophagusESCC8.86e-078.66e-020.1327
81562LMAN2LP8T-EHumanEsophagusESCC4.43e-193.22e-010.0889
81562LMAN2LP10T-EHumanEsophagusESCC4.32e-193.36e-010.116
81562LMAN2LP11T-EHumanEsophagusESCC5.36e-073.06e-010.1426
81562LMAN2LP12T-EHumanEsophagusESCC3.12e-244.38e-010.1122
81562LMAN2LP15T-EHumanEsophagusESCC1.35e-153.57e-010.1149
81562LMAN2LP16T-EHumanEsophagusESCC1.39e-334.38e-010.1153
81562LMAN2LP19T-EHumanEsophagusESCC2.67e-063.62e-010.1662
81562LMAN2LP20T-EHumanEsophagusESCC7.31e-081.71e-010.1124
81562LMAN2LP21T-EHumanEsophagusESCC1.60e-142.31e-010.1617
81562LMAN2LP22T-EHumanEsophagusESCC7.05e-303.77e-010.1236
81562LMAN2LP23T-EHumanEsophagusESCC5.67e-153.13e-010.108
81562LMAN2LP24T-EHumanEsophagusESCC1.47e-139.27e-020.1287
81562LMAN2LP26T-EHumanEsophagusESCC3.33e-313.00e-010.1276
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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
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
∗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:004819318EsophagusESCCGolgi vesicle transport231/8552296/187231.82e-309.63e-28231
GO:0006457110EsophagusESCCprotein folding163/8552212/187231.13e-201.74e-18163
GO:000688815EsophagusESCCendoplasmic reticulum to Golgi vesicle-mediated transport102/8552130/187231.73e-149.22e-13102
GO:000702914EsophagusESCCendoplasmic reticulum organization65/855287/187233.28e-086.08e-0765
GO:00070308EsophagusESCCGolgi organization101/8552157/187231.78e-062.10e-05101
GO:004819321LiverHCCGolgi vesicle transport217/7958296/187232.58e-271.02e-24217
GO:000645712LiverHCCprotein folding160/7958212/187231.07e-221.88e-20160
GO:000688821LiverHCCendoplasmic reticulum to Golgi vesicle-mediated transport100/7958130/187231.15e-158.67e-14100
GO:000702911LiverHCCendoplasmic reticulum organization64/795887/187233.92e-091.04e-0764
GO:00070302LiverHCCGolgi organization99/7958157/187231.54e-072.85e-0699
GO:004819315Oral cavityOSCCGolgi vesicle transport209/7305296/187231.39e-286.30e-26209
GO:000645718Oral cavityOSCCprotein folding154/7305212/187231.89e-234.60e-21154
GO:00068888Oral cavityOSCCendoplasmic reticulum to Golgi vesicle-mediated transport97/7305130/187231.42e-161.15e-1497
GO:00070294Oral cavityOSCCendoplasmic reticulum organization58/730587/187231.59e-072.61e-0658
GO:00070307Oral cavityOSCCGolgi organization92/7305157/187234.96e-077.27e-0692
GO:000645719Oral cavityLPprotein folding125/4623212/187231.62e-268.45e-24125
GO:004819316Oral cavityLPGolgi vesicle transport141/4623296/187236.11e-181.06e-15141
GO:000688814Oral cavityLPendoplasmic reticulum to Golgi vesicle-mediated transport67/4623130/187233.74e-112.39e-0967
GO:000702913Oral cavityLPendoplasmic reticulum organization41/462387/187234.49e-069.16e-0541
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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
LMAN2LSNVMissense_Mutationc.529N>Gp.Pro177Alap.P177AQ9H0V9protein_codingtolerated_low_confidence(0.86)benign(0.115)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
LMAN2LSNVMissense_Mutationnovelc.560N>Tp.Ser187Leup.S187LQ9H0V9protein_codingtolerated(0.05)probably_damaging(0.98)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
LMAN2LSNVMissense_Mutationc.970N>Ap.Ala324Thrp.A324TQ9H0V9protein_codingtolerated(0.18)benign(0.039)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
LMAN2LinsertionFrame_Shift_Insnovelc.459_460insGp.Leu154AlafsTer11p.L154Afs*11Q9H0V9protein_codingTCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
LMAN2LSNVMissense_Mutationnovelc.690G>Tp.Lys230Asnp.K230NQ9H0V9protein_codingtolerated(0.61)benign(0.028)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
LMAN2LSNVMissense_Mutationrs375965191c.701N>Tp.Thr234Metp.T234MQ9H0V9protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
LMAN2LSNVMissense_Mutationnovelc.154N>Gp.Lys52Glup.K52EQ9H0V9protein_codingdeleterious(0)possibly_damaging(0.862)TCGA-AJ-A5DW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
LMAN2LSNVMissense_Mutationc.827N>Cp.Asp276Alap.D276AQ9H0V9protein_codingdeleterious(0)probably_damaging(1)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
LMAN2LSNVMissense_Mutationc.229N>Gp.Asn77Aspp.N77DQ9H0V9protein_codingtolerated(0.18)benign(0.003)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
LMAN2LSNVMissense_Mutationc.712G>Tp.Asp238Tyrp.D238YQ9H0V9protein_codingdeleterious(0)probably_damaging(1)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
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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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