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: LCMT1

Gene summary for LCMT1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LCMT1

Gene ID

51451

Gene nameleucine carboxyl methyltransferase 1
Gene AliasCGI-68
Cytomap16p12.1
Gene Typeprotein-coding
GO ID

GO:0000070

UniProtAcc

Q9UIC8


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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
51451LCMT1HTA11_347_2000001011HumanColorectumAD8.80e-125.38e-01-0.1954
51451LCMT1HTA11_696_2000001011HumanColorectumAD1.01e-022.86e-01-0.1464
51451LCMT1HTA11_1391_2000001011HumanColorectumAD8.77e-033.88e-01-0.059
51451LCMT1A015-C-203HumanColorectumFAP4.63e-04-1.44e-01-0.1294
51451LCMT1A002-C-201HumanColorectumFAP3.18e-03-1.54e-010.0324
51451LCMT1A002-C-205HumanColorectumFAP9.34e-05-8.06e-02-0.1236
51451LCMT1A015-C-006HumanColorectumFAP7.66e-03-1.32e-01-0.0994
51451LCMT1A002-C-114HumanColorectumFAP4.70e-04-1.07e-01-0.1561
51451LCMT1A015-C-104HumanColorectumFAP1.05e-05-1.75e-01-0.1899
51451LCMT1A002-C-016HumanColorectumFAP4.00e-02-1.16e-010.0521
51451LCMT1A015-C-002HumanColorectumFAP1.39e-02-1.96e-01-0.0763
51451LCMT1A002-C-116HumanColorectumFAP5.07e-06-1.58e-01-0.0452
51451LCMT1A018-E-020HumanColorectumFAP1.58e-04-1.72e-01-0.2034
51451LCMT1F034HumanColorectumFAP7.38e-03-1.14e-01-0.0665
51451LCMT1LZE4THumanEsophagusESCC6.75e-122.87e-010.0811
51451LCMT1LZE5THumanEsophagusESCC3.06e-051.95e-010.0514
51451LCMT1LZE7THumanEsophagusESCC8.69e-114.51e-010.0667
51451LCMT1LZE8THumanEsophagusESCC3.32e-103.30e-010.067
51451LCMT1LZE20THumanEsophagusESCC1.04e-029.06e-020.0662
51451LCMT1LZE22THumanEsophagusESCC1.58e-053.81e-010.068
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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
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
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.

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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:0043254ColorectumADregulation of protein-containing complex assembly148/3918428/187232.64e-113.18e-09148
GO:0010639ColorectumADnegative regulation of organelle organization114/3918348/187231.41e-076.49e-06114
GO:0031333ColorectumADnegative regulation of protein-containing complex assembly52/3918141/187239.27e-062.18e-0452
GO:0019318ColorectumADhexose metabolic process77/3918237/187231.96e-054.01e-0477
GO:0044262ColorectumADcellular carbohydrate metabolic process87/3918283/187236.00e-051.01e-0387
GO:0005996ColorectumADmonosaccharide metabolic process80/3918257/187237.31e-051.17e-0380
GO:0033044ColorectumADregulation of chromosome organization60/3918187/187232.25e-042.94e-0360
GO:0006006ColorectumADglucose metabolic process62/3918196/187232.76e-043.39e-0362
GO:0006109ColorectumADregulation of carbohydrate metabolic process55/3918178/187231.10e-031.01e-0255
GO:0062012ColorectumADregulation of small molecule metabolic process93/3918334/187231.46e-031.24e-0293
GO:0007346ColorectumADregulation of mitotic cell cycle119/3918457/187234.60e-033.14e-02119
GO:0140014ColorectumADmitotic nuclear division78/3918287/187236.48e-034.05e-0278
GO:00432544ColorectumFAPregulation of protein-containing complex assembly101/2622428/187235.18e-084.07e-06101
GO:00106393ColorectumFAPnegative regulation of organelle organization80/2622348/187233.62e-061.27e-0480
GO:00193183ColorectumFAPhexose metabolic process58/2622237/187231.09e-053.08e-0458
GO:00442621ColorectumFAPcellular carbohydrate metabolic process66/2622283/187231.53e-054.01e-0466
GO:00061092ColorectumFAPregulation of carbohydrate metabolic process46/2622178/187231.99e-054.90e-0446
GO:00620122ColorectumFAPregulation of small molecule metabolic process74/2622334/187233.15e-057.13e-0474
GO:00060063ColorectumFAPglucose metabolic process48/2622196/187235.90e-051.16e-0348
GO:00059963ColorectumFAPmonosaccharide metabolic process59/2622257/187236.79e-051.28e-0359
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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
LCMT1SNVMissense_Mutationrs189072726c.835N>Ap.Val279Ilep.V279IQ9UIC8protein_codingtolerated(0.46)benign(0)TCGA-B6-A0RT-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
LCMT1SNVMissense_Mutationc.910N>Ap.Glu304Lysp.E304KQ9UIC8protein_codingdeleterious(0)probably_damaging(0.999)TCGA-C5-A1BN-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
LCMT1SNVMissense_Mutationc.514N>Tp.Leu172Phep.L172FQ9UIC8protein_codingdeleterious(0)probably_damaging(0.999)TCGA-DS-A0VN-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
LCMT1SNVMissense_Mutationc.290T>Ap.Leu97Hisp.L97HQ9UIC8protein_codingdeleterious(0)probably_damaging(0.999)TCGA-D5-5541-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapycalciumSD
LCMT1SNVMissense_Mutationc.233G>Ap.Ser78Asnp.S78NQ9UIC8protein_codingtolerated(0.56)benign(0)TCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
LCMT1SNVMissense_Mutationc.206G>Tp.Gly69Valp.G69VQ9UIC8protein_codingdeleterious(0)probably_damaging(1)TCGA-AG-3890-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
LCMT1SNVMissense_Mutationnovelc.462N>Tp.Gln154Hisp.Q154HQ9UIC8protein_codingtolerated(0.18)benign(0.415)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
LCMT1SNVMissense_Mutationrs568089895c.799N>Tp.Arg267Trpp.R267WQ9UIC8protein_codingdeleterious(0)probably_damaging(1)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
LCMT1SNVMissense_Mutationrs189072726c.835N>Ap.Val279Ilep.V279IQ9UIC8protein_codingtolerated(0.46)benign(0)TCGA-AX-A0J1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
LCMT1SNVMissense_Mutationnovelc.327N>Tp.Lys109Asnp.K109NQ9UIC8protein_codingdeleterious(0)probably_damaging(0.984)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
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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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