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:00066316LiverNAFLDfatty acid metabolic process92/1882390/187233.38e-153.29e-1292
GO:00550883LiverNAFLDlipid homeostasis44/1882167/187231.48e-092.54e-0744
GO:00066413LiverNAFLDtriglyceride metabolic process29/1882100/187239.51e-087.62e-0629
GO:00092596LiverNAFLDribonucleotide metabolic process72/1882385/187231.51e-071.09e-0572
GO:00196936LiverNAFLDribose phosphate metabolic process73/1882396/187232.23e-071.53e-0573
GO:00091177LiverNAFLDnucleotide metabolic process85/1882489/187233.31e-072.18e-0585
GO:00067537LiverNAFLDnucleoside phosphate metabolic process85/1882497/187236.69e-073.83e-0585
GO:00725217LiverNAFLDpurine-containing compound metabolic process74/1882416/187237.73e-074.27e-0574
GO:00066392LiverNAFLDacylglycerol metabolic process32/1882128/187238.82e-074.60e-0532
GO:00066382LiverNAFLDneutral lipid metabolic process32/1882129/187231.06e-065.35e-0532
GO:00091507LiverNAFLDpurine ribonucleotide metabolic process67/1882368/187231.10e-065.44e-0567
GO:00061637LiverNAFLDpurine nucleotide metabolic process70/1882396/187231.93e-068.23e-0570
GO:00464863LiverNAFLDglycerolipid metabolic process66/1882392/187231.94e-055.52e-0466
GO:00067904LiverNAFLDsulfur compound metabolic process58/1882339/187233.79e-059.38e-0458
GO:00338653LiverNAFLDnucleoside bisphosphate metabolic process28/1882128/187235.89e-051.30e-0328
GO:00338753LiverNAFLDribonucleoside bisphosphate metabolic process28/1882128/187235.89e-051.30e-0328
GO:00340323LiverNAFLDpurine nucleoside bisphosphate metabolic process28/1882128/187235.89e-051.30e-0328
GO:00097437LiverNAFLDresponse to carbohydrate45/1882253/187231.07e-042.11e-0345
GO:00194322LiverNAFLDtriglyceride biosynthetic process13/188242/187231.60e-042.94e-0313
GO:00352643LiverNAFLDmulticellular organism growth27/1882132/187232.57e-044.19e-0327
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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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