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: LSAMP

Gene summary for LSAMP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LSAMP

Gene ID

4045

Gene namelimbic system associated membrane protein
Gene AliasIGLON3
Cytomap3q13.31
Gene Typeprotein-coding
GO ID

GO:0007155

UniProtAcc

B7Z661


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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
4045LSAMPHTA11_2487_2000001011HumanColorectumSER4.35e-033.35e-01-0.1808
4045LSAMPHTA11_78_2000001011HumanColorectumAD2.84e-022.38e-01-0.1088
4045LSAMPHTA11_347_2000001011HumanColorectumAD2.60e-022.03e-01-0.1954
4045LSAMPHTA11_3361_2000001011HumanColorectumAD3.18e-022.63e-01-0.1207
4045LSAMPHTA11_696_2000001011HumanColorectumAD2.81e-022.06e-01-0.1464
4045LSAMPHTA11_866_2000001011HumanColorectumAD5.44e-031.81e-01-0.1001
4045LSAMPHTA11_1391_2000001011HumanColorectumAD5.73e-053.75e-01-0.059
4045LSAMPHTA11_6818_2000001011HumanColorectumAD1.44e-023.75e-010.0112
4045LSAMPHTA11_6818_2000001021HumanColorectumAD1.60e-148.62e-010.0588
4045LSAMPHTA11_99999970781_79442HumanColorectumMSS2.31e-044.61e-010.294
4045LSAMPHTA11_99999965104_69814HumanColorectumMSS6.34e-271.15e+000.281
4045LSAMPCRC-3-11773HumanColorectumCRC2.14e-065.06e-010.2564
4045LSAMPC38HumanOral cavityOSCC1.46e-047.64e-010.172
4045LSAMPNEOLP-1HumanOral cavityNEOLP3.20e-228.41e-01-0.0194
4045LSAMPNEOLP-2HumanOral cavityNEOLP1.83e-023.03e-01-0.0196
4045LSAMPHTA12-15-2HumanPancreasPDAC4.32e-076.06e-010.2315
4045LSAMPHTA12-18-3HumanPancreasPDAC4.07e-036.29e-010.0716
4045LSAMPHTA12-23-1HumanPancreasPDAC1.06e-181.41e+000.3405
4045LSAMPHTA12-25-1HumanPancreasPDAC2.04e-119.03e-010.313
4045LSAMPHTA12-26-1HumanPancreasPDAC1.81e-321.39e+000.3728
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
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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
LSAMPSNVMissense_Mutationnovelc.1008N>Ap.Ser336Argp.S336RQ13449protein_codingtolerated(0.38)benign(0.363)TCGA-AO-A0J7-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinSD
LSAMPinsertionFrame_Shift_Insnovelc.235_236insTACAATCACATTTACATAAAAACAATAAATGGTCTACATCp.Ser79LeufsTer20p.S79Lfs*20Q13449protein_codingTCGA-E9-A1NI-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
LSAMPSNVMissense_Mutationnovelc.572N>Tp.Gln191Leup.Q191LQ13449protein_codingdeleterious(0)probably_damaging(0.968)TCGA-C5-A8XH-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
LSAMPSNVMissense_Mutationc.793N>Cp.Glu265Glnp.E265QQ13449protein_codingtolerated(0.19)benign(0.166)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
LSAMPSNVMissense_Mutationc.818N>Ap.Ser273Tyrp.S273YQ13449protein_codingdeleterious(0)probably_damaging(0.964)TCGA-A6-6138-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
LSAMPSNVMissense_Mutationrs577289191c.200N>Ap.Arg67Hisp.R67HQ13449protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3986-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
LSAMPSNVMissense_Mutationrs779534072c.382G>Ap.Val128Ilep.V128IQ13449protein_codingdeleterious(0)possibly_damaging(0.833)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
LSAMPSNVMissense_Mutationc.44N>Cp.Val15Alap.V15AQ13449protein_codingdeleterious(0.02)benign(0.003)TCGA-AM-5821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
LSAMPSNVMissense_Mutationnovelc.281N>Gp.Tyr94Cysp.Y94CQ13449protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
LSAMPSNVMissense_Mutationc.290N>Ap.Arg97Glnp.R97QQ13449protein_codingtolerated(1)benign(0.058)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
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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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