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: LCLAT1

Gene summary for LCLAT1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LCLAT1

Gene ID

253558

Gene namelysocardiolipin acyltransferase 1
Gene Alias1AGPAT8
Cytomap2p23.1
Gene Typeprotein-coding
GO ID

GO:0006629

UniProtAcc

Q6UWP7


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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
253558LCLAT1CCI_1HumanCervixCC1.49e-066.24e-010.528
253558LCLAT1CCI_2HumanCervixCC2.40e-077.44e-010.5249
253558LCLAT1CCI_3HumanCervixCC4.17e-044.59e-010.516
253558LCLAT1HTA11_3410_2000001011HumanColorectumAD3.63e-09-4.80e-010.0155
253558LCLAT1HTA11_3361_2000001011HumanColorectumAD5.41e-03-5.06e-01-0.1207
253558LCLAT1HTA11_696_2000001011HumanColorectumAD4.53e-08-4.54e-01-0.1464
253558LCLAT1HTA11_866_2000001011HumanColorectumAD4.04e-09-4.74e-01-0.1001
253558LCLAT1HTA11_866_3004761011HumanColorectumAD2.68e-11-5.57e-010.096
253558LCLAT1HTA11_10711_2000001011HumanColorectumAD1.49e-03-4.79e-010.0338
253558LCLAT1HTA11_7696_3000711011HumanColorectumAD2.61e-15-5.61e-010.0674
253558LCLAT1HTA11_6818_2000001021HumanColorectumAD2.56e-02-4.19e-010.0588
253558LCLAT1HTA11_99999971662_82457HumanColorectumMSS1.99e-02-3.39e-010.3859
253558LCLAT1HTA11_99999973899_84307HumanColorectumMSS4.92e-07-6.83e-010.2585
253558LCLAT1HTA11_99999974143_84620HumanColorectumMSS1.29e-12-5.19e-010.3005
253558LCLAT1F007HumanColorectumFAP3.95e-07-5.42e-010.1176
253558LCLAT1A001-C-207HumanColorectumFAP5.31e-04-3.34e-010.1278
253558LCLAT1A015-C-203HumanColorectumFAP4.11e-27-5.94e-01-0.1294
253558LCLAT1A015-C-204HumanColorectumFAP1.16e-07-3.66e-01-0.0228
253558LCLAT1A014-C-040HumanColorectumFAP2.44e-02-3.36e-01-0.1184
253558LCLAT1A002-C-201HumanColorectumFAP2.04e-16-4.95e-010.0324
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
∗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:0006650ColorectumADglycerophospholipid metabolic process83/3918306/187235.40e-033.55e-0283
GO:0006644ColorectumADphospholipid metabolic process101/3918383/187235.80e-033.67e-02101
GO:0045017ColorectumADglycerolipid biosynthetic process69/3918252/187238.33e-034.88e-0269
GO:0008654ColorectumFAPphospholipid biosynthetic process54/2622253/187238.88e-049.08e-0354
GO:00066502ColorectumFAPglycerophospholipid metabolic process62/2622306/187231.54e-031.38e-0262
GO:00066442ColorectumFAPphospholipid metabolic process74/2622383/187232.24e-031.83e-0274
GO:0046473ColorectumFAPphosphatidic acid metabolic process12/262237/187233.43e-032.48e-0212
GO:0046474ColorectumFAPglycerophospholipid biosynthetic process44/2622211/187233.98e-032.76e-0244
GO:00450172ColorectumFAPglycerolipid biosynthetic process50/2622252/187236.32e-033.95e-0250
GO:00086541ColorectumCRCphospholipid biosynthetic process49/2078253/187237.07e-051.51e-0349
GO:00066503ColorectumCRCglycerophospholipid metabolic process55/2078306/187232.10e-043.55e-0355
GO:00450173ColorectumCRCglycerolipid biosynthetic process47/2078252/187232.47e-044.06e-0347
GO:00066443ColorectumCRCphospholipid metabolic process65/2078383/187233.21e-044.95e-0365
GO:00464741ColorectumCRCglycerophospholipid biosynthetic process40/2078211/187234.91e-047.02e-0340
GO:00464861ColorectumCRCglycerolipid metabolic process64/2078392/187231.01e-031.19e-0264
GO:00464731ColorectumCRCphosphatidic acid metabolic process10/207837/187235.78e-034.31e-0210
GO:00086544EsophagusESCCphospholipid biosynthetic process162/8552253/187232.59e-095.73e-08162
GO:00464744EsophagusESCCglycerophospholipid biosynthetic process135/8552211/187235.75e-081.02e-06135
GO:00450175EsophagusESCCglycerolipid biosynthetic process154/8552252/187235.20e-076.96e-06154
GO:00066446EsophagusESCCphospholipid metabolic process218/8552383/187235.37e-065.59e-05218
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa00561ColorectumADGlycerolipid metabolism24/209263/84651.25e-024.54e-022.90e-0224
hsa005611ColorectumADGlycerolipid metabolism24/209263/84651.25e-024.54e-022.90e-0224
hsa005612ColorectumMSSGlycerolipid metabolism23/187563/84656.55e-032.64e-021.62e-0223
hsa005613ColorectumMSSGlycerolipid metabolism23/187563/84656.55e-032.64e-021.62e-0223
hsa005615LiverHCCGlycerolipid metabolism41/402063/84653.59e-031.12e-026.22e-0341
hsa0056112LiverHCCGlycerolipid metabolism41/402063/84653.59e-031.12e-026.22e-0341
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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
LCLAT1SNVMissense_Mutationrs780206248c.547G>Ap.Glu183Lysp.E183KQ6UWP7protein_codingtolerated(0.18)benign(0.106)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
LCLAT1SNVMissense_Mutationrs769660456c.778N>Tp.Ala260Serp.A260SQ6UWP7protein_codingdeleterious(0.01)possibly_damaging(0.889)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
LCLAT1SNVMissense_Mutationrs374373733c.946N>Tp.Arg316Cysp.R316CQ6UWP7protein_codingdeleterious(0.01)benign(0.007)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
LCLAT1SNVMissense_Mutationc.208N>Tp.Met70Leup.M70LQ6UWP7protein_codingtolerated(0.22)benign(0.031)TCGA-AG-3591-01Colorectumrectum adenocarcinomaFemale>=65I/IIUnspecificComplete Response
LCLAT1SNVMissense_Mutationrs750655578c.452N>Tp.Ala151Valp.A151VQ6UWP7protein_codingdeleterious(0.04)benign(0.196)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
LCLAT1SNVMissense_Mutationnovelc.877C>Ap.Leu293Ilep.L293IQ6UWP7protein_codingtolerated(0.22)benign(0.122)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
LCLAT1SNVMissense_Mutationrs745720629c.1135N>Ap.Val379Ilep.V379IQ6UWP7protein_codingtolerated(0.42)benign(0)TCGA-AJ-A3BH-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
LCLAT1SNVMissense_Mutationnovelc.833N>Tp.Pro278Leup.P278LQ6UWP7protein_codingdeleterious(0)probably_damaging(0.981)TCGA-AP-A05O-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinPD
LCLAT1SNVMissense_Mutationc.154N>Cp.Phe52Leup.F52LQ6UWP7protein_codingtolerated(0.07)benign(0.018)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
LCLAT1SNVMissense_Mutationc.701N>Tp.Arg234Ilep.R234IQ6UWP7protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
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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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