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: GPAM

Gene summary for GPAM

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GPAM

Gene ID

57678

Gene nameglycerol-3-phosphate acyltransferase, mitochondrial
Gene AliasGPAT
Cytomap10q25.2
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

Q86T70


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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
57678GPAMNAFLD1HumanLiverNAFLD5.36e-151.13e+00-0.04
57678GPAMS41HumanLiverCirrhotic5.26e-046.47e-01-0.0343
57678GPAMS43HumanLiverCirrhotic2.13e-06-4.77e-02-0.0187
57678GPAMHCC1_MengHumanLiverHCC1.60e-552.23e-020.0246
57678GPAMHCC2_MengHumanLiverHCC1.72e-06-1.61e-010.0107
57678GPAMHCC1HumanLiverHCC4.88e-335.45e+000.5336
57678GPAMHCC2HumanLiverHCC1.15e-062.23e+000.5341
57678GPAMPt14.aHumanLiverHCC1.60e-043.98e-010.0169
57678GPAMPt14.bHumanLiverHCC1.57e-032.42e-010.018
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:003428422LiverHCCresponse to monosaccharide131/7958225/187231.32e-061.91e-05131
GO:004501711LiverHCCglycerolipid biosynthetic process143/7958252/187233.27e-064.31e-05143
GO:000974622LiverHCCresponse to hexose126/7958219/187234.81e-066.06e-05126
GO:00066504LiverHCCglycerophospholipid metabolic process168/7958306/187237.27e-068.62e-05168
GO:004647411LiverHCCglycerophospholipid biosynthetic process121/7958211/187239.12e-061.06e-04121
GO:000974912LiverHCCresponse to glucose121/7958212/187231.24e-051.39e-04121
GO:004887222LiverHCChomeostasis of number of cells147/7958272/187237.48e-056.70e-04147
GO:00066412LiverHCCtriglyceride metabolic process59/7958100/187236.35e-043.93e-0359
GO:000663911LiverHCCacylglycerol metabolic process72/7958128/187231.16e-036.54e-0372
GO:0006654LiverHCCphosphatidic acid biosynthetic process23/795833/187231.46e-037.75e-0323
GO:000663811LiverHCCneutral lipid metabolic process72/7958129/187231.54e-038.14e-0372
GO:004578512LiverHCCpositive regulation of cell adhesion215/7958437/187232.53e-031.22e-02215
GO:00464732LiverHCCphosphatidic acid metabolic process24/795837/187235.03e-032.11e-0224
GO:0046341LiverHCCCDP-diacylglycerol metabolic process11/795814/187236.81e-032.73e-0211
GO:00194321LiverHCCtriglyceride biosynthetic process26/795842/187238.76e-033.41e-0226
GO:003526421LiverHCCmulticellular organism growth70/7958132/187239.29e-033.57e-0270
GO:0052646LiverHCCalditol phosphate metabolic process9/795811/187239.51e-033.60e-029
GO:0016024LiverHCCCDP-diacylglycerol biosynthetic process10/795813/187231.28e-024.61e-0210
GO:004592711LiverHCCpositive regulation of growth128/7958259/187231.41e-024.99e-02128
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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
GPAMSNVMissense_Mutationc.431N>Ap.Ala144Glup.A144EQ9HCL2protein_codingtolerated(0.69)benign(0)TCGA-A2-A0CX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
GPAMSNVMissense_Mutationnovelc.2449N>Cp.Lys817Glnp.K817QQ9HCL2protein_codingdeleterious(0.03)benign(0.444)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GPAMSNVMissense_Mutationnovelc.2105N>Ap.Arg702Glnp.R702QQ9HCL2protein_codingtolerated(0.18)probably_damaging(0.968)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GPAMSNVMissense_Mutationnovelc.2185C>Gp.Leu729Valp.L729VQ9HCL2protein_codingtolerated(0.16)probably_damaging(0.987)TCGA-AR-A0TQ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
GPAMSNVMissense_Mutationc.2234N>Ap.Pro745Hisp.P745HQ9HCL2protein_codingdeleterious(0.01)possibly_damaging(0.641)TCGA-BH-A0C0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinSD
GPAMSNVMissense_Mutationrs776876225c.562C>Ap.Leu188Metp.L188MQ9HCL2protein_codingdeleterious(0.02)probably_damaging(0.996)TCGA-E2-A15I-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
GPAMSNVMissense_Mutationnovelc.2201N>Gp.Ser734Cysp.S734CQ9HCL2protein_codingdeleterious(0.04)benign(0.443)TCGA-E2-A2P6-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
GPAMinsertionFrame_Shift_Insnovelc.342_343insCAGACTGACTGGGTGGGTGCTGCTAp.Ile115GlnfsTer16p.I115Qfs*16Q9HCL2protein_codingTCGA-A2-A0CX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
GPAMinsertionFrame_Shift_Insnovelc.340_341insGTp.Phe114CysfsTer17p.F114Cfs*17Q9HCL2protein_codingTCGA-A2-A0CX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
GPAMinsertionIn_Frame_Insnovelc.2419_2420insCTCTGAAAATGCATGAAAAACAAAGGCAAAAACTAGp.Ser807delinsThrLeuLysMetHisGluLysGlnArgGlnLysLeuGlyp.S807delinsTLKMHEKQRQKLGQ9HCL2protein_codingTCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
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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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