ABSTRACT
INTRODUCTION AND OBJECTIVE: Taking into consideration the challenges of lipid analytics, present study aims to design the best high-throughput workflow for detection and annotation of lipids. MATERIAL AND METHODS: Serum lipid profiling was performed on CSH-C18 and EVO-C18 columns using UHPLC Q-TOF-MS and generated lipid features were annotated based on m/z and fragment ion using different software. RESULT AND DISCUSSION: Better detection of features was observed in CSH-C18 than EVO-C18 with enhanced resolution except for Glycerolipids (triacylglycerols) and Sphingolipids (sphingomyelin). CONCLUSION: The study revealed an optimized untargeted Lipidomics-workflow with comprehensive lipid profiling (CSH-C18 column) and confirmatory annotation (LipidBlast).
Subject(s)
Lipidomics , Metabolomics , Chromatography, High Pressure Liquid , Workflow , LipidsABSTRACT
Lipid compositions of cells, tissues, and bio-fluids are complex, with varying concentrations and structural diversity making their identification challenging. Newer methods for comprehensive analysis of lipids are thus necessary. Herein, we propose a targeted-mass spectrometry based lipidomics screening method using a combination of variable retention time window and relative dwell time weightage. Using this method, we identified more than 1000 lipid species within 24-min. The limit of detection varied from the femtomolar to the nanomolar range. About 883 lipid species were detected with a coefficient of variance <30%. We used this method to identify plasma lipids altered due to vitamin B12 deficiency and found a total of 18 lipid species to be altered. Some of the lipid species with ω-6 fatty acid chains were found to be significantly increased while ω-3 decreased in vitamin B12 deficient samples. This method enables rapid screening of a large number of lipid species in a single experiment and would substantially advance our understanding of the role of lipids in biological processes.
Subject(s)
Fatty Acids, Omega-3 , Lipidomics , Lipids/analysis , Mass Spectrometry/methods , VitaminsABSTRACT
Global dysregulation of RNA splicing and imbalanced sphingolipid metabolism has emerged as promoters of cancer cell transformation. Here, we present specific signature of alternative splicing (AS) events of sphingolipid genes for each breast cancer subtype from the TCGA-BRCA dataset. We show that ceramide synthase 2 (CERS2) undergoes a unique cassette exon event specifically in Luminal B subtype tumors. We validated this exon 8 skipping event in Luminal B cancer cells compared to normal epithelial cells, and in patient-derived tumor tissues compared to matched normal tissues. Differential AS-based survival analysis shows that this AS event of CERS2 is a poor prognostic factor for Luminal B patients. As Exon 8 corresponds to catalytic Lag1p domain, overexpression of AS transcript of CERS2 in Luminal B cancer cells leads to a reduction in the level of very-long-chain ceramides compared to overexpression of protein-coding (PC) transcript of CERS2. We further demonstrate that this AS event-mediated decrease of very-long-chain ceramides leads to enhanced cancer cell proliferation and migration. Therefore, our results show subtype-specific AS of sphingolipid genes as a regulatory mechanism that deregulates sphingolipids like ceramides in breast tumors, and can be explored further as a suitable therapeutic target.
Subject(s)
Alternative Splicing , Breast Neoplasms/enzymology , Cell Movement , Cell Proliferation , Ceramides/metabolism , Membrane Proteins/metabolism , Sphingosine N-Acyltransferase/metabolism , Tumor Suppressor Proteins/metabolism , Breast Neoplasms/genetics , Breast Neoplasms/pathology , Cell Line, Tumor , Databases, Genetic , Female , Gene Expression Regulation, Neoplastic , Gene Regulatory Networks , Humans , Membrane Proteins/genetics , Neoplasm Invasiveness , Signal Transduction , Sphingosine N-Acyltransferase/genetics , Transcriptome , Tumor Suppressor Proteins/geneticsABSTRACT
Pregnancy is characterized by intense physiological and structural alterations in the vagina, cervix, and overlying fetal membranes. High vaginal fluid (HVF) is a proximal fluid that covers the lower part of the female reproductive system and the severity of vaginal pathology often adversely affects pregnancy outcomes. To identify the correlation of vaginal fluid proteome dynamics and physiological changes during the progression of pregnancy, a longitudinal study was performed on 20 pregnant women who delivered a baby in >37 weeks without any complications. SWATH-MS-based label-free quantitative proteomics was performed to profile the HVF proteome at three time points defined as V1 (7-12 weeks), V2 (18-20 weeks), and V3 (26-28 weeks). Linear mixed-effect models were used to estimate protein abundance as a function of the period of gestational age. In this study, we identified 1015 HVF proteins and 61 of them were significantly altered until late second trimester. Our result demonstrates that the HVF proteins reveal gestational age-specific expression patterns and the function of these proteins is associated with tissue remodeling, organ development, and microbial defense. Our study provides an opportunity to monitor the underlying physiology of pregnancy that may be further probed for the biomarker identification in pregnancy-related adverse outcomes. Data are available via ProteomeXchange with identifiers PXD014846 and PXD021811.
Subject(s)
Body Fluids , Proteome , Cervix Uteri , Female , Humans , Longitudinal Studies , Pregnancy , Proteome/genetics , VaginaABSTRACT
Epsilon toxin (ETX), produced by Clostridium perfringens Type B or type D strains, is a potential biological and toxin warfare (BTW) agent, largely for its very high toxicity. The toxin is implicated in several animal diseases. Using LC-MS/MS analysis, we report here elucidation of putative serum maker proteins for ETX exposure with an objective of the early diagnosis of intoxication. Of 166 consensus proteins (488 peptides), showing ETX-induced alterations, 119 proteins exhibited increase and 47 proteins showed decreased abundance in serum, as revealed by SWATH (DIA) acquisition on LC-MS/MS and label free quantitative analysis of control and test samples. Complement and coagulation cascade, nitrogen metabolism, negative regulation of peptidase activity, and response to ROS were among the biological processes and pathways perturbed by the ETX exposure. Interaction network indicated enzyme inhibitor activity, detoxification of ROS, and steroid binding functions were the major interaction networks for the proteins with increased abundance, while, hemostasis and structural molecule activity were the prominent networks for the down-regulated proteins. Validation studies were carried out by immunoprecipitation, ELISA, and Western blot analysis of selected proteins to demonstrate diagnostic potential of the putative marker proteins of ETX exposure.
Subject(s)
Bacterial Toxins , Biomarkers/metabolism , Blood Proteins/metabolism , Clostridium perfringens/metabolism , Animals , Bacterial Toxins/metabolism , Chromatography, Liquid , Disease Models, Animal , Mice , Proteomics/methods , Tandem Mass SpectrometryABSTRACT
The establishment and maintenance of pregnancy in humans proceed through a continuous change of biochemical and biophysical processes. It requires a constant interaction between the fetus and the maternal system. The present prospective study aims to elucidate changes in salivary proteome from the early to middle stages of term pregnancy, and establishing an expressional trajectory for modulated proteins. To date, a comprehensive characterization of the longitudinal salivary proteome in pregnancy has not been performed and it is our immediate interest. In the discovery phase, maternal saliva (N = 20) at 6-13, 18-21, and 26-29 weeks of gestation was analyzed using level-free proteomics (SWATH-MS) approach. The expression levels of 65 proteins were found to change significantly with gestational age and distributed into two distinct clusters with a unique expression trajectory. The results revealed that altered proteins are involved in maternal immune modulation, metabolism, and host defense mechanism. Further, verification of 12 proteins was employed using targeted mass spectrometry (MRM-MS) in a separate subset of saliva (N = 14). The MRM results of 12 selected proteins confirmed a similar expression pattern as in SWATH-MS analysis. Overall, the results not only demonstrate the longitudinal maternal saliva proteome for the first time but also set the groundwork for comparative analysis between term birth and adverse pregnancy outcomes.
Subject(s)
Pregnancy Outcome , Proteome , Proteomics , Saliva/metabolism , Term Birth , Biomarkers , Cohort Studies , Female , Gestational Age , Humans , Mass Spectrometry/methods , Pregnancy , Protein Interaction Mapping , Protein Interaction Maps , Proteomics/methods , Reproducibility of ResultsABSTRACT
Scented (joha) and black rice indigenous to northeast region (NER) of India are the two among 40,000 varieties of species Oryza sativa, prevalent for its great aroma, medicinal property, and/or equally noteworthy taste. Biochemical and target-based liquid chromatography mass spectrometry (LCMS) analysis was performed to identify and quantify the different phytonutrients from the selected rice grains of those two varieties. Biochemical assay revealed that the selected black rice (Chakhao Amubi) contains â¼1.8-fold higher amount of total phenolic and â¼2.3-fold higher amount of total flavonoid than the scented rice grain (Kon joha). The total starch content was significantly lower in scented rice in comparison to black rice grain. The health beneficial ratio of ω-6/ω-3 essential unsaturated fatty acid is notably better in scented rice grain than black rice grain. The targeted LC-MS/MS analysis confirms the presence of oryzanol and ferulic acid in both the samples. The presence of 4-hydroxy benzoic acid, apigenin, tricin, avenasterol, coumarin, coumaric acid, phenyl alanine, caffeic acid, and α-tocophenol were confirmed in the scented rice, whereas the black rice confirms the presence of protocatechuic acid and dehydroxy myricetin. Further the quantitative analysis showed that the lipids lysophosphatidylinositol (LPI) 16:0, lysophosphatidyl ethanolamine (LPE) 14:0, lysophosphatidyl choline (LPC) 18:2, LPE 18:2, phosphatidyl etanolamine (PE), along with oryzanol, hydroxy docosanoic acid are at least threefold higher in scented rice varietal; whereas, in Chakhao Amubi, the content of petunidin galactoside, LMMPE18:2, PC14:0 are higher than the scented rice grain. In conclusion, different phytonutrients including phenol, polyphenol, and flavonoid have been identified as bioactive phytochemicals in selected rice varietals. PRACTICAL APPLICATION: This work will provide the information about the nutritional benefit of studied rice varietals. The used targeted LC-MS/MS analysis will provide the one-step information about the bioactive phytochemicals. Overall, this study will help to commercialize those varieties with proper scientific evidences.
Subject(s)
Chromatography, High Pressure Liquid/methods , Oryza/chemistry , Phytochemicals/chemistry , Plant Extracts/chemistry , Tandem Mass Spectrometry/methods , Color , Nutritive Value , Seeds/chemistryABSTRACT
Multiple myeloma (MM) is a plasma cell-associated cancer and exists as the second most common hematological malignancy worldwide. Although researchers have been working on MM, a comprehensive quantitative Bone Marrow Interstitial Fluid (BMIF) and serum proteomic analysis from the same patients' samples is not yet reported. The present study involves the investigation of alterations in the BMIF and serum proteome of MM patients compared to controls using multipronged quantitative proteomic approaches viz., 2D-DIGE, iTRAQ, and SWATH-MS. A total of 279 non-redundant statistically significant differentially abundant proteins were identified by the combination of three proteomic approaches in MM BMIF, while in the case of serum 116 such differentially abundant proteins were identified. The biological context of these dysregulated proteins was deciphered using various bioinformatic tools. Verification experiments were performed in a fresh independent cohort of samples using immunoblotting and mass spectrometry based SRM assays. Thorough data evaluation led to the identification of a panel of five proteins viz., haptoglobin, kininogen 1, transferrin, and apolipoprotein A1 along with albumin that was validated using ELISA in a larger cohort of serum samples. This panel of proteins could serve as a useful tool in the diagnosis and understanding of the pathophysiology of MM in the future.
ABSTRACT
Rapid proliferation of cancer cells assisted by endothelial cell-mediated angiogenesis and acquired inflammation at the tumor microenvironment (TME) lowers the success rate of chemotherapeutic regimens. Therefore, targeting these processes using localized delivery of a minimally toxic drug combination may be a promising strategy. Here, we present engineering of a biocompatible self-assembled lithocholic acid-dipeptide derived hydrogel (TRI-Gel) that can maintain sustained delivery of antiproliferating doxorubicin, antiangiogenic combretastatin-A4 and anti-inflammatory dexamethasone. Application of TRI-Gel therapy to a murine tumor model promotes enhanced apoptosis with a concurrent reduction in angiogenesis and inflammation, leading to effective abrogation of tumor proliferation and increased median survival with reduced drug resistance. In-depth RNA-sequencing analysis showed that TRI-Gel therapy induced transcriptome-wide alternative splicing of many genes responsible for oncogenic transformation including sphingolipid genes. We demonstrate that TRI-Gel therapy targets the reversal of a unique intron retention event in ß-glucocerebrosidase 1 (Gba1), thereby increasing the availability of functional Gba1 protein. An enhanced Gba1 activity elevates ceramide levels responsible for apoptosis and decreases glucosylceramides to overcome drug resistance. Therefore, TRI-Gel therapy provides a unique system that affects the TME via post-transcriptional modulations of sphingolipid metabolic genes, thereby opening a new and rational approach to cancer therapy.
ABSTRACT
Existing understanding of molecular composition of sputum and its role in tuberculosis patients is variously limited to its diagnostic potential. We sought to identify infection induced sputum proteome alteration in active/non tuberculosis patients (A/NTB) and their role in altered lung patho-physiology. Out of the study population (n = 118), sputum proteins isolated from discovery set samples (n = 20) was used for an 8-plex isobaric tag for relative and absolute concentration analysis. A minimum set of protein with at least log2(ATB/NTB) >±1.0 in ATB was selected as biosignature and validated in 32 samples. Predictive accuracy was calculated from area under the receiver operating characteristic curve (AUC of ROC) using a confirmatory set (n = 50) by Western blot analysis. Mass spectrometry analysis identified a set of 192 sputum proteins, out of which a signature of ß-integrin, vitamin D binding protein:DBP, uteroglobin, profilin and cathelicidin antimicrobial peptide was sufficient to differentiate ATB from NTB. AUC of ROC of the biosignature was calculated to 0.75. A shift in DBP-antimicrobial peptide (AMP) axis in the lungs of tuberculosis patients is observed. The identified sputum protein signature is a promising panel to differentiate ATB from NTB groups and suggest a deregulated DBP-AMP axis in lungs of tuberculosis patients.
Subject(s)
Anti-Bacterial Agents/metabolism , Proteomics , Sputum/metabolism , Tuberculosis/metabolism , Vitamin D-Binding Protein/metabolism , Adolescent , Adult , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , Proteome/metabolism , Reproducibility of Results , Tuberculosis/epidemiology , Young AdultABSTRACT
The different parts of Momordica charantia have been reported to have several therapeutic applications against hyperglycemia and hypercholesterolemia associated with pancreatic lipase (PL). Inhibition of this enzyme prevents the absorption of dietary triglyceride in the intestine, and thus exerts an anti-obesity effect. This study aimed to investigate the bioactive constituents of the fruits of M. charantia (MCF) extract and fractions against pancreatic PL followed by study of their inhibition kinetics. The PL inhibitory assay was performed spectrophotometrically by measuring the change in absorbance of the products at 405 nm, using p-nitrophenylcaprylate as substrate. The results indicated that the ethyl acetate fraction of MCF (EFMC) offered significant, dose-dependent inhibition against PL, compared with the positive control, Orlistat. The enzyme kinetics study revealed the inhibition to be a mixed type in nature. Additionally, the total phenol and flavonoid content of the fractions was estimated. A positive correlation between phenolic content of EFMC and its PL inhibitory activity was established statistically, which implied that higher inhibition potential was contributed by the phenolic compounds. The identification of the bioactive constituents was further confirmed by LC-QTOF-MS study. This finding suggested that phenolic compounds of MCF can serve as functional food components to address obesity-related disorders linked with PL.
Subject(s)
Chromatography, Liquid/methods , Lipase/antagonists & inhibitors , Lipase/analysis , Momordica charantia/chemistry , Plant Extracts/pharmacology , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/methods , Animals , Flavonoids/analysis , Fruit/chemistry , Kinetics , Lipase/metabolism , Phenols/analysis , Plant Extracts/chemistry , SwineABSTRACT
Differential next-generation-omics approaches aid in the visualization of biological processes and pave the way for divulging important events and/or interactions leading to a functional output at cellular or systems level. To this end, we undertook an integrated Nextgen transcriptomics and proteomics approach to divulge differential gene expression of infant and pubertal rat Sertoli cells (Sc).Unlike, pubertal Sc, infant Sc are immature and fail to support spermatogenesis. We found exclusive association of 14 and 19 transcription factor binding sites to infantile and pubertal states of Sc, respectively, using differential transcriptomics-guided genome-wide computational analysis of relevant promoters employing 220 Positional Weight Matrices from the TRANSFAC database. Proteomic SWATH-MS analysis provided extensive quantification of nuclear and cytoplasmic protein fractions revealing 1,670 proteins differentially located between the nucleus and cytoplasm of infant Sc and 890 proteins differentially located within those of pubertal Sc. Based on our multi-omics approach, the transcription factor YY1 was identified as one of the lead candidates regulating differentiation of Sc.YY1 was found to have abundant binding sites on promoters of genes upregulated during puberty. To determine its significance, we generated transgenic rats with Sc specific knockdown of YY1 that led to compromised spermatogenesis.
Subject(s)
Cell Differentiation , Gene Expression Regulation, Developmental , Promoter Regions, Genetic , Sertoli Cells/physiology , Testis/physiology , YY1 Transcription Factor/metabolism , Animals , Gene Expression Profiling , Male , Proteomics , Rats , Rats, Wistar , Sertoli Cells/metabolism , Spermatogenesis , Testis/metabolism , YY1 Transcription Factor/physiologyABSTRACT
Pre-eclampsia is a hypertensive disorder characterized by the new onset of hypertension >140/90 mmHg and proteinuria after the 20th week of gestation. The disorder is multifactorial and originates with abnormal placentation. Comparison of the placental proteome of normotensive (n = 25) and pre-eclamptic (n = 25) patients by gel-free proteomic techniques identified a total of 2145 proteins in the placenta of which 180 were differentially expressed (>1.3 fold, p < 0.05). Gene ontology enrichment analysis of biological process suggested that the differentially expressed proteins belonged to various physiological processes such as angiogenesis, apoptosis, oxidative stress, hypoxia, and placental development, which are implicated in the pathophysiology of pre-eclampsia. Some of the differentially expressed proteins were monitored in the plasma by multiple reaction monitoring analysis, which showed an increase in apolipoproteins A-I and A-II in gestational weeks 26-30 (2-fold, p < 0.01), while haptoglobin and hemopexin decreased in gestational weeks 26-30 and week 40/at delivery (1.8 fold, p < 0.01) in pre-eclamptic patients. This study provides a proteomic insight into the pathophysiology of pre-eclampsia. Identified candidate proteins can be evaluated further for the development of potential biomarkers associated with pre-eclampsia pathogenesis.
Subject(s)
Hypoxia/blood , Neovascularization, Pathologic/blood , Placenta/metabolism , Pre-Eclampsia/blood , Proteome/genetics , Proteomics/methods , Adult , Apolipoprotein A-I/blood , Apolipoprotein A-I/genetics , Apolipoprotein A-II/blood , Apolipoprotein A-II/genetics , Apoptosis/genetics , Biomarkers/blood , Case-Control Studies , Female , Gene Expression Profiling , Gene Expression Regulation , Gene Ontology , Gestational Age , Haptoglobins/genetics , Haptoglobins/metabolism , Hemopexin/genetics , Hemopexin/metabolism , Humans , Hypoxia/diagnosis , Hypoxia/genetics , Hypoxia/pathology , Molecular Sequence Annotation , Neovascularization, Pathologic/diagnosis , Neovascularization, Pathologic/genetics , Neovascularization, Pathologic/pathology , Oxidative Stress , Placenta/blood supply , Placenta/pathology , Pre-Eclampsia/diagnosis , Pre-Eclampsia/genetics , Pre-Eclampsia/pathology , Pregnancy , Protein Interaction Mapping , Proteome/metabolismABSTRACT
Quantitative proteomics using LC-MS has emerged as an essential tool for addressing different biological questions. Various labelling methods have been effectively employed for quantitative proteomics studies. However, these are fraught with several challenges, including reproducibility and the number of samples that can be analysed at a given time. To this end, unlabelled proteomics is a promising field, and the recently developed sequential window acquisition of all theoretical fragment ion spectra (SWATH-MS) method aims to address these limitations. In this study, we compared SWATH-MS to isobaric tag for relative and absolute quantitation (iTRAQ), a widely used labelled method for relative quantitation. For this, we used yeast, Saccharomyces cerevisiae, since almost all its proteins are identified. More importantly, the abundance of each protein is well documented. We found that although a similar number of proteins could be quantitated using the two techniques, SWATH had the advantage of quantifying a larger percentage of low abundance proteins (below 60 ppm). Thus, based on our analysis, we believe that these two techniques are complementary and can synergistically improve the number of quantifiable proteins. SWATH's ability to quantify low abundant proteins could be an asset in biomarker discovery studies.
Subject(s)
Fungal Proteins/biosynthesis , Proteome/genetics , Proteomics , Chromatography, Liquid , Fungal Proteins/genetics , Gene Expression Regulation, Fungal , Saccharomyces cerevisiae/genetics , Tandem Mass SpectrometryABSTRACT
Exposure of stationary phase cells of Saccharomyces cerevisiae to 10 mM HCl (pH approximately 2) resulted in cell death as a function of time (up to 6 h) with most (about 40%-65%) of the cells showing apoptotic features including chromatin condensation along the nuclear envelope, exposure of phosphatidylserine on the outer leaflet of cytoplasmic membrane, and DNA fragmentation. During the first 2 h of acid exposure there was an increase in reactive oxygen species (ROS) level inside cells, with subsequent elevation in the level of lipid peroxidation and decrease in reducing equivalents culminating in loss of mitochondrial membrane potential (DeltaPsi(m)). An initial (1 h) event of mitochondrial hyper-polarization with subsequent elevation of ROS level of the acid treated cells was also observed. S-adenosyl-l-methionine (AdoMet; 1 mM) treatment increased the cell survival of the acid stressed cells. It partially scavenged the increased intracellular ROS level by supplementing glutathione through the transsulfuration pathway. It also inhibited acid mediated lipid peroxidation, partially recovered acid evoked loss of DeltaPsi(m) and protected the cells from apoptotic cell death. S-adenosyl di-aldehyde, an indirect inhibitor of the AdoMet metabolic pathway, increased mortality of the acid treated cells. Incubation of acid stressed cells with the antioxidant, N-acetyl-cysteine (1 mM), decreased the cellular mortality, but the same concentration of AdoMet offered more protection by scavenging the free radicals. The ability of AdoMet to scavenge ROS mediated apoptosis may be an important function of this molecule in responding to cellular stress. The study could open a new avenue for detailed investigation on the curative potential of AdoMet against gastric ulcer.
Subject(s)
Apoptosis/drug effects , Hydrochloric Acid/pharmacology , S-Adenosylmethionine/pharmacology , Saccharomyces cerevisiae/drug effects , Catalase/metabolism , Glutathione/analysis , Hydrogen-Ion Concentration , Lipid Peroxidation/drug effects , Membrane Potentials/drug effects , Mitochondria/physiology , Reactive Oxygen Species/metabolism , Saccharomyces cerevisiae/ultrastructure , Superoxide Dismutase/metabolism , Time FactorsABSTRACT
An electrophoretically homogenous aggregate of acid trehalase, invertase and an unidentified 37-41 kDa protein was purified from Saccharomyces cerevisiae. N-terminal analysis of the protein revealed an amino acid sequence identical to that of Bgl2p (endo-beta-l,3-glucanase) of S. cerevisiae. Acid trehalase activity with co-eluted glucanase activity was observed from late growth phase through early stationary phase. Pools with high percentage of Bgl2p corresponded with high acid trehalase activity. A BGL2 deletion strain had lower acid trehalase activity. The 37-41 kDa protein represents Bgl2p which, besides imparting glucanase activity, could also be acting as a regulator for the acid trehalase activity by association in the enzyme aggregate.
Subject(s)
Glucan Endo-1,3-beta-D-Glucosidase/isolation & purification , Saccharomyces cerevisiae Proteins/isolation & purification , Saccharomyces cerevisiae/enzymology , Trehalase , beta-Fructofuranosidase , Amino Acid Sequence , Cells, Cultured , Electrophoresis, Polyacrylamide Gel , Molecular Sequence Data , Protein BiosynthesisABSTRACT
S-adenosyl-L-methionine (AdoMet, 1mM) protects the stationary phase cells of Saccharomyces cerevisiae against the killing effect of acid (10mM HCl, pH approximately 2). Both the acid and the acid plus AdoMet treatment for 2h increased the plasma membrane H(+)-ATPase activity; thereafter it decreased to the basal level. AdoMet partially recovered the intracellular pH (pH(in)) that dropped in presence of acid. AdoMet treatment facilitated acid induced phospholipid biosynthesis as well as membrane proliferation, which was reflected in the cellular lipid composition.