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: GPAT4

Gene summary for GPAT4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GPAT4

Gene ID

137964

Gene nameglycerol-3-phosphate acyltransferase 4
Gene Alias1-AGPAT 6
Cytomap8p11.21
Gene Typeprotein-coding
GO ID

GO:0002064

UniProtAcc

Q2TU73


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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
137964GPAT4LZE4THumanEsophagusESCC4.00e-02-4.27e-030.0811
137964GPAT4LZE8THumanEsophagusESCC2.40e-049.67e-020.067
137964GPAT4LZE20THumanEsophagusESCC2.08e-093.96e-010.0662
137964GPAT4LZE22THumanEsophagusESCC9.46e-051.76e-010.068
137964GPAT4LZE24THumanEsophagusESCC3.17e-142.87e-010.0596
137964GPAT4P2T-EHumanEsophagusESCC5.78e-141.89e-010.1177
137964GPAT4P4T-EHumanEsophagusESCC3.08e-132.12e-010.1323
137964GPAT4P5T-EHumanEsophagusESCC1.17e-053.11e-030.1327
137964GPAT4P8T-EHumanEsophagusESCC2.14e-101.12e-010.0889
137964GPAT4P9T-EHumanEsophagusESCC2.39e-101.30e-010.1131
137964GPAT4P10T-EHumanEsophagusESCC2.93e-111.72e-010.116
137964GPAT4P11T-EHumanEsophagusESCC6.55e-052.98e-010.1426
137964GPAT4P12T-EHumanEsophagusESCC1.27e-182.71e-010.1122
137964GPAT4P15T-EHumanEsophagusESCC4.37e-234.92e-010.1149
137964GPAT4P16T-EHumanEsophagusESCC1.84e-151.44e-010.1153
137964GPAT4P17T-EHumanEsophagusESCC1.26e-091.65e-010.1278
137964GPAT4P19T-EHumanEsophagusESCC2.67e-041.79e-010.1662
137964GPAT4P20T-EHumanEsophagusESCC1.03e-047.39e-020.1124
137964GPAT4P21T-EHumanEsophagusESCC1.15e-091.24e-010.1617
137964GPAT4P22T-EHumanEsophagusESCC1.85e-088.60e-020.1236
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:0048732111EsophagusESCCgland development269/8552436/187237.81e-122.95e-10269
GO:00086544EsophagusESCCphospholipid biosynthetic process162/8552253/187232.59e-095.73e-08162
GO:0006753110EsophagusESCCnucleoside phosphate metabolic process288/8552497/187231.80e-083.50e-07288
GO:0019693111EsophagusESCCribose phosphate metabolic process234/8552396/187234.24e-087.76e-07234
GO:0009117111EsophagusESCCnucleotide metabolic process282/8552489/187234.70e-088.50e-07282
GO:00464744EsophagusESCCglycerophospholipid biosynthetic process135/8552211/187235.75e-081.02e-06135
GO:00067906EsophagusESCCsulfur compound metabolic process201/8552339/187232.64e-073.94e-06201
GO:0009259111EsophagusESCCribonucleotide metabolic process224/8552385/187234.41e-076.00e-06224
GO:00450175EsophagusESCCglycerolipid biosynthetic process154/8552252/187235.20e-076.96e-06154
GO:000206420EsophagusESCCepithelial cell development136/8552220/187239.50e-071.21e-05136
GO:0072521111EsophagusESCCpurine-containing compound metabolic process238/8552416/187231.20e-061.49e-05238
GO:0009150111EsophagusESCCpurine ribonucleotide metabolic process213/8552368/187231.40e-061.69e-05213
GO:0006163111EsophagusESCCpurine nucleotide metabolic process226/8552396/187232.81e-063.21e-05226
GO:00066446EsophagusESCCphospholipid metabolic process218/8552383/187235.37e-065.59e-05218
GO:00066318EsophagusESCCfatty acid metabolic process217/8552390/187234.21e-053.39e-04217
GO:00066561EsophagusESCCphosphatidylcholine biosynthetic process24/855229/187234.50e-053.55e-0424
GO:00066505EsophagusESCCglycerophospholipid metabolic process174/8552306/187234.92e-053.85e-04174
GO:003087914EsophagusESCCmammary gland development85/8552137/187238.11e-056.01e-0485
GO:00066541EsophagusESCCphosphatidic acid biosynthetic process26/855233/187231.06e-047.43e-0426
GO:00464733EsophagusESCCphosphatidic acid metabolic process28/855237/187232.00e-041.26e-0328
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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
GPAT4SNVMissense_Mutationc.934N>Gp.Lys312Glup.K312EQ86UL3protein_codingtolerated(0.45)benign(0.007)TCGA-A2-A0SY-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyarimidexSD
GPAT4SNVMissense_Mutationnovelc.1180N>Ap.Glu394Lysp.E394KQ86UL3protein_codingtolerated(0.33)benign(0)TCGA-AR-A2LE-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenPD
GPAT4SNVMissense_Mutationrs754488446c.871N>Ap.Glu291Lysp.E291KQ86UL3protein_codingdeleterious(0)possibly_damaging(0.734)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
GPAT4SNVMissense_Mutationrs779520353c.359G>Ap.Arg120Glnp.R120QQ86UL3protein_codingdeleterious(0.01)benign(0.068)TCGA-E9-A1R7-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyfarestonSD
GPAT4insertionIn_Frame_Insnovelc.335_336insGGTCTCATTCTTGCTCTTGTATCTTGCTTCp.Leu112_Ser113insValSerPheLeuLeuLeuTyrLeuAlaSerp.L112_S113insVSFLLLYLASQ86UL3protein_codingTCGA-AQ-A04J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
GPAT4SNVMissense_Mutationrs760455234c.475N>Tp.Arg159Trpp.R159WQ86UL3protein_codingdeleterious(0)possibly_damaging(0.841)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GPAT4SNVMissense_Mutationrs765596568c.778N>Ap.Asp260Asnp.D260NQ86UL3protein_codingdeleterious(0.03)benign(0.362)TCGA-C5-A1MK-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycarboplatinPD
GPAT4SNVMissense_Mutationnovelc.1025N>Cp.Gly342Alap.G342AQ86UL3protein_codingdeleterious(0.05)possibly_damaging(0.451)TCGA-VS-A8EL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GPAT4SNVMissense_Mutationnovelc.627G>Ap.Met209Ilep.M209IQ86UL3protein_codingtolerated(0.07)benign(0)TCGA-VS-A9UC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
GPAT4SNVMissense_Mutationc.410C>Tp.Ala137Valp.A137VQ86UL3protein_codingdeleterious(0)benign(0.382)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
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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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