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1.
Nat Metab ; 5(11): 1870-1886, 2023 Nov.
Article in English | MEDLINE | ID: mdl-37946084

ABSTRACT

Tumors are intrinsically heterogeneous and it is well established that this directs their evolution, hinders their classification and frustrates therapy1-3. Consequently, spatially resolved omics-level analyses are gaining traction4-9. Despite considerable therapeutic interest, tumor metabolism has been lagging behind this development and there is a paucity of data regarding its spatial organization. To address this shortcoming, we set out to study the local metabolic effects of the oncogene c-MYC, a pleiotropic transcription factor that accumulates with tumor progression and influences metabolism10,11. Through correlative mass spectrometry imaging, we show that pantothenic acid (vitamin B5) associates with MYC-high areas within both human and murine mammary tumors, where its conversion to coenzyme A fuels Krebs cycle activity. Mechanistically, we show that this is accomplished by MYC-mediated upregulation of its multivitamin transporter SLC5A6. Notably, we show that SLC5A6 over-expression alone can induce increased cell growth and a shift toward biosynthesis, whereas conversely, dietary restriction of pantothenic acid leads to a reversal of many MYC-mediated metabolic changes and results in hampered tumor growth. Our work thus establishes the availability of vitamins and cofactors as a potential bottleneck in tumor progression, which can be exploited therapeutically. Overall, we show that a spatial understanding of local metabolism facilitates the identification of clinically relevant, tractable metabolic targets.


Subject(s)
Breast Neoplasms , Humans , Mice , Animals , Female , Breast Neoplasms/metabolism , Pantothenic Acid , Proto-Oncogene Proteins c-myc/genetics , Proto-Oncogene Proteins c-myc/metabolism , Transcription Factors/metabolism , Vitamins
2.
Elife ; 122023 07 25.
Article in English | MEDLINE | ID: mdl-37490041

ABSTRACT

N6-methyladenosine (m6A), the most abundant mRNA modification, is deposited in mammals/insects/plants by m6A methyltransferase complexes (MTC) comprising a catalytic subunit and at least five additional proteins. The yeast MTC is critical for meiosis and was known to comprise three proteins, of which two were conserved. We uncover three novel MTC components (Kar4/Ygl036w-Vir1/Dyn2). All MTC subunits, except for Dyn2, are essential for m6A deposition and have corresponding mammalian MTC orthologues. Unlike the mammalian bipartite MTC, the yeast MTC is unipartite, yet multifunctional. The mRNA interacting module, comprising Ime4, Mum2, Vir1, and Kar4, exerts the MTC's m6A-independent function, while Slz1 enables the MTC catalytic function in m6A deposition. Both functions are critical for meiotic progression. Kar4 also has a mechanistically separate role from the MTC during mating. The yeast MTC constituents play distinguishable m6A-dependent, MTC-dependent, and MTC-independent functions, highlighting their complexity and paving the path towards dissecting multi-layered MTC functions in mammals.


Subject(s)
Yeasts , Gene Expression , Yeasts/genetics , Methylation , RNA, Messenger , Meiosis
3.
PLoS Pathog ; 19(6): e1011449, 2023 06.
Article in English | MEDLINE | ID: mdl-37352369

ABSTRACT

Malaria parasite release (egress) from host red blood cells involves parasite-mediated membrane poration and rupture, thought to involve membrane-lytic effector molecules such as perforin-like proteins and/or phospholipases. With the aim of identifying these effectors, we disrupted the expression of two Plasmodium falciparum perforin-like proteins simultaneously and showed that they have no essential roles during blood stage egress. Proteomic profiling of parasite proteins discharged into the parasitophorous vacuole (PV) just prior to egress detected the presence in the PV of a lecithin:cholesterol acyltransferase (LCAT; PF3D7_0629300). Conditional ablation of LCAT resulted in abnormal egress and a reduced replication rate. Lipidomic profiles of LCAT-null parasites showed drastic changes in several phosphatidylserine and acylphosphatidylglycerol species during egress. We thus show that, in addition to its previously demonstrated role in liver stage merozoite egress, LCAT is required to facilitate efficient egress in asexual blood stage malaria parasites.


Subject(s)
Malaria, Falciparum , Malaria , Parasites , Animals , Parasites/metabolism , Phospholipases , Perforin , Proteomics , Erythrocytes/parasitology , Plasmodium falciparum/metabolism , Protozoan Proteins/genetics , Protozoan Proteins/metabolism , Malaria, Falciparum/parasitology
4.
Cell ; 186(9): 2018-2034.e21, 2023 04 27.
Article in English | MEDLINE | ID: mdl-37080200

ABSTRACT

Functional genomic strategies have become fundamental for annotating gene function and regulatory networks. Here, we combined functional genomics with proteomics by quantifying protein abundances in a genome-scale knockout library in Saccharomyces cerevisiae, using data-independent acquisition mass spectrometry. We find that global protein expression is driven by a complex interplay of (1) general biological properties, including translation rate, protein turnover, the formation of protein complexes, growth rate, and genome architecture, followed by (2) functional properties, such as the connectivity of a protein in genetic, metabolic, and physical interaction networks. Moreover, we show that functional proteomics complements current gene annotation strategies through the assessment of proteome profile similarity, protein covariation, and reverse proteome profiling. Thus, our study reveals principles that govern protein expression and provides a genome-spanning resource for functional annotation.


Subject(s)
Proteome , Proteomics , Proteomics/methods , Proteome/metabolism , Genomics/methods , Genome , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/metabolism
5.
Elife ; 112022 12 28.
Article in English | MEDLINE | ID: mdl-36576255

ABSTRACT

The malaria parasite Plasmodium falciparum synthesizes significant amounts of phospholipids to meet the demands of replication within red blood cells. De novo phosphatidylcholine (PC) biosynthesis via the Kennedy pathway is essential, requiring choline that is primarily sourced from host serum lysophosphatidylcholine (lysoPC). LysoPC also acts as an environmental sensor to regulate parasite sexual differentiation. Despite these critical roles for host lysoPC, the enzyme(s) involved in its breakdown to free choline for PC synthesis are unknown. Here, we show that a parasite glycerophosphodiesterase (PfGDPD) is indispensable for blood stage parasite proliferation. Exogenous choline rescues growth of PfGDPD-null parasites, directly linking PfGDPD function to choline incorporation. Genetic ablation of PfGDPD reduces choline uptake from lysoPC, resulting in depletion of several PC species in the parasite, whilst purified PfGDPD releases choline from glycerophosphocholine in vitro. Our results identify PfGDPD as a choline-releasing glycerophosphodiesterase that mediates a critical step in PC biosynthesis and parasite survival.


Malaria kills over half a million people every year worldwide. A single-celled parasite called Plasmodium falciparum is responsible for the most lethal form of the disease. This malaria-causing agent is carried by mosquitos which transmit the parasite to humans through their bite. Once in the bloodstream, the parasite enters red blood cells and starts to replicate so it can go on to infect other cells. Like our cells, P. falciparum is surrounded by a membrane, and further membranes surround a number of its internal compartments. To make these protective coats, the parasite has to gather a nutrient called choline to form an important building block in the membrane. The parasite gets most of its choline by absorbing and digesting a molecule known as lysoPC found in the bloodstream of its host. However, it was unclear precisely how the parasite achieves this. To address this question, Ramaprasad, Burda et al. used genetic and metabolomic approaches to study how P. falciparum breaks down lysoPC. The experiments found that mutant parasites that are unable to make an enzyme called GDPD were able to infect red blood cells, but failed to grow properly once inside the cells. The mutant parasites took up less choline and, as a result, also made fewer membrane building blocks. The team were able to rescue the mutant parasites by supplying them with large quantities of choline, which allowed them to resume growing. Taken together, the findings of Ramaprasad, Burda et al. suggest that P. falciparum uses GDPD to extract choline from lysoPC when it is living in red blood cells. More and more P. falciparum parasites are becoming resistant to many of the drugs currently being used to treat malaria. One solution is to develop new therapies that target different molecules in the parasite. Since it performs such a vital role, GDPD may have the potential to be a future drug target.


Subject(s)
Malaria, Falciparum , Malaria , Parasites , Animals , Parasites/metabolism , Choline/metabolism , Plasmodium falciparum/genetics , Glycerylphosphorylcholine/metabolism , Erythrocytes/parasitology , Malaria, Falciparum/parasitology , Protozoan Proteins/genetics , Protozoan Proteins/metabolism
6.
Elife ; 112022 11 24.
Article in English | MEDLINE | ID: mdl-36422864

ABSTRACT

N6- methyladenosine (m6A) RNA modification impacts mRNA fate primarily via reader proteins, which dictate processes in development, stress, and disease. Yet little is known about m6A function in Saccharomyces cerevisiae, which occurs solely during early meiosis. Here, we perform a multifaceted analysis of the m6A reader protein Pho92/Mrb1. Cross-linking immunoprecipitation analysis reveals that Pho92 associates with the 3'end of meiotic mRNAs in both an m6A-dependent and independent manner. Within cells, Pho92 transitions from the nucleus to the cytoplasm, and associates with translating ribosomes. In the nucleus Pho92 associates with target loci through its interaction with transcriptional elongator Paf1C. Functionally, we show that Pho92 promotes and links protein synthesis to mRNA decay. As such, the Pho92-mediated m6A-mRNA decay is contingent on active translation and the CCR4-NOT complex. We propose that the m6A reader Pho92 is loaded co-transcriptionally to facilitate protein synthesis and subsequent decay of m6A modified transcripts, and thereby promotes meiosis.


Subject(s)
Exercise , Saccharomyces cerevisiae , Saccharomyces cerevisiae/genetics , RNA, Messenger/genetics , RNA Stability
7.
Elife ; 112022 07 28.
Article in English | MEDLINE | ID: mdl-35900202

ABSTRACT

Interpreting the function and metabolism of enzymatic DNA modifications requires both position-specific and global quantities. Sequencing-based techniques that deliver the former have become broadly accessible, but analytical methods for the global quantification of DNA modifications have thus far been applied mostly to individual problems. We established a mass spectrometric method for the sensitive and accurate quantification of multiple enzymatic DNA modifications. Then, we isolated DNA from 124 archean, bacterial, fungal, plant, and mammalian species, and several tissues and created a resource of global DNA modification quantities. Our dataset provides insights into the general nature of enzymatic DNA modifications, reveals unique biological cases, and provides complementary quantitative information to normalize and assess the accuracy of sequencing-based detection of DNA modifications. We report that only three of the studied DNA modifications, methylcytosine (5mdC), methyladenine (N6mdA) and hydroxymethylcytosine (5hmdC), were detected above a picomolar detection limit across species, and dominated in higher eukaryotes (5mdC), in bacteria (N6mdA), or the vertebrate central nervous systems (5hmdC). All three modifications were detected simultaneously in only one of the tested species, Raphanus sativus. In contrast, these modifications were either absent or detected only at trace quantities, across all yeasts and insect genomes studied. Further, we reveal interesting biological cases. For instance, in Allium cepa, Helianthus annuus, or Andropogon gerardi, more than 35% of cytosines were methylated. Additionally, next to the mammlian CNS, 5hmdC was also detected in plants like Lepidium sativum and was found on 8% of cytosines in the Garra barreimiae brain samples. Thus, identifying unexpected levels of DNA modifications in several wild species, our resource underscores the need to address biological diversity for studying DNA modifications.


Subject(s)
Adenine , Cytosine , 5-Methylcytosine/metabolism , Adenine/metabolism , Animals , Cytosine/chemistry , DNA/metabolism , DNA Methylation , Eukaryota/genetics , Mammals/genetics
8.
Curr Biol ; 29(10): 1712-1720.e7, 2019 05 20.
Article in English | MEDLINE | ID: mdl-31080084

ABSTRACT

Some species responded successfully to prehistoric changes in climate [1, 2], while others failed to adapt and became extinct [3]. The factors that determine successful climate adaptation remain poorly understood. We constructed a reference genome and studied physiological adaptations in the Alpine marmot (Marmota marmota), a large ground-dwelling squirrel exquisitely adapted to the "ice-age" climate of the Pleistocene steppe [4, 5]. Since the disappearance of this habitat, the rodent persists in large numbers in the high-altitude Alpine meadow [6, 7]. Genome and metabolome showed evidence of adaptation consistent with cold climate, affecting white adipose tissue. Conversely, however, we found that the Alpine marmot has levels of genetic variation that are among the lowest for mammals, such that deleterious mutations are less effectively purged. Our data rule out typical explanations for low diversity, such as high levels of consanguineous mating, or a very recent bottleneck. Instead, ancient demographic reconstruction revealed that genetic diversity was lost during the climate shifts of the Pleistocene and has not recovered, despite the current high population size. We attribute this slow recovery to the marmot's adaptive life history. The case of the Alpine marmot reveals a complicated relationship between climatic changes, genetic diversity, and conservation status. It shows that species of extremely low genetic diversity can be very successful and persist over thousands of years, but also that climate-adapted life history can trap a species in a persistent state of low genetic diversity.


Subject(s)
Adaptation, Biological , Climate , Genetic Variation , Genome , Marmota/genetics , Animals , Phylogeny , Population Density
9.
Cell Rep ; 21(7): 1795-1808, 2017 Nov 14.
Article in English | MEDLINE | ID: mdl-29141214

ABSTRACT

Abnormal folate one-carbon metabolism (FOCM) is implicated in neural tube defects (NTDs), severe malformations of the nervous system. MTHFR mediates unidirectional transfer of methyl groups from the folate cycle to the methionine cycle and, therefore, represents a key nexus in partitioning one-carbon units between FOCM functional outputs. Methionine cycle inhibitors prevent neural tube closure in mouse embryos. Similarly, the inability to use glycine as a one-carbon donor to the folate cycle causes NTDs in glycine decarboxylase (Gldc)-deficient embryos. However, analysis of Mthfr-null mouse embryos shows that neither S-adenosylmethionine abundance nor neural tube closure depend on one-carbon units derived from embryonic or maternal folate cycles. Mthfr deletion or methionine treatment prevents NTDs in Gldc-null embryos by retention of one-carbon units within the folate cycle. Overall, neural tube closure depends on the activity of both the methionine and folate cycles, but transfer of one-carbon units between the cycles is not necessary.


Subject(s)
Folic Acid/metabolism , Methionine/metabolism , Neural Tube Defects/metabolism , Neural Tube/metabolism , Animals , Female , Glycine Dehydrogenase (Decarboxylating)/genetics , Glycine Dehydrogenase (Decarboxylating)/metabolism , Male , Methylenetetrahydrofolate Reductase (NADPH2)/genetics , Methylenetetrahydrofolate Reductase (NADPH2)/metabolism , Mice , Neural Tube/embryology , Neural Tube Defects/genetics
10.
Cell ; 167(2): 553-565.e12, 2016 Oct 06.
Article in English | MEDLINE | ID: mdl-27693354

ABSTRACT

Genome-metabolism interactions enable cell growth. To probe the extent of these interactions and delineate their functional contributions, we quantified the Saccharomyces amino acid metabolome and its response to systematic gene deletion. Over one-third of coding genes, in particular those important for chromatin dynamics, translation, and transport, contribute to biosynthetic metabolism. Specific amino acid signatures characterize genes of similar function. This enabled us to exploit functional metabolomics to connect metabolic regulators to their effectors, as exemplified by TORC1, whose inhibition in exponentially growing cells is shown to match an interruption in endomembrane transport. Providing orthogonal information compared to physical and genetic interaction networks, metabolomic signatures cluster more than half of the so far uncharacterized yeast genes and provide functional annotation for them. A major part of coding genes is therefore participating in gene-metabolism interactions that expose the metabolism regulatory network and enable access to an underexplored space in gene function.


Subject(s)
Amino Acids/biosynthesis , Metabolome , Saccharomyces cerevisiae Proteins/metabolism , Saccharomyces cerevisiae/metabolism , Transcription Factors/metabolism , Amino Acids/genetics , Chromatin/metabolism , Gene Deletion , Gene Expression Regulation, Fungal , Gene Regulatory Networks , Metabolome/genetics , Metabolomics/methods , Multigene Family , Phosphatidylinositol 3-Kinases/genetics , Phosphatidylinositol 3-Kinases/metabolism , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae Proteins/genetics , Transcription Factors/genetics , Transcription, Genetic
11.
Nat Microbiol ; 1: 15030, 2016 Feb 01.
Article in English | MEDLINE | ID: mdl-27572163

ABSTRACT

The regulation of gene expression in response to nutrient availability is fundamental to the genotype-phenotype relationship. The metabolic-genetic make-up of the cell, as reflected in auxotrophy, is hence likely to be a determinant of gene expression. Here, we address the importance of the metabolic-genetic background by monitoring transcriptome, proteome and metabolome in a repertoire of 16 Saccharomyces cerevisiae laboratory backgrounds, combinatorially perturbed in histidine, leucine, methionine and uracil biosynthesis. The metabolic background affected up to 85% of the coding genome. Suggesting widespread confounding, these transcriptional changes show, on average, 83% overlap between unrelated auxotrophs and 35% with previously published transcriptomes generated for non-metabolic gene knockouts. Background-dependent gene expression correlated with metabolic flux and acted, predominantly through masking or suppression, on 88% of transcriptional interactions epistatically. As a consequence, the deletion of the same metabolic gene in a different background could provoke an entirely different transcriptional response. Propagating to the proteome and scaling up at the metabolome, metabolic background dependencies reveal the prevalence of metabolism-dependent epistasis at all regulatory levels. Urging a fundamental change of the prevailing laboratory practice of using auxotrophs and nutrient supplemented media, these results reveal epistatic intertwining of metabolism with gene expression on the genomic scale.


Subject(s)
Epistasis, Genetic , Gene Expression Regulation, Fungal , Metabolism , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/metabolism , Gene Regulatory Networks
12.
Elife ; 42015 Oct 26.
Article in English | MEDLINE | ID: mdl-26499891

ABSTRACT

Metabolite exchange among co-growing cells is frequent by nature, however, is not necessarily occurring at growth-relevant quantities indicative of non-cell-autonomous metabolic function. Complementary auxotrophs of Saccharomyces cerevisiae amino acid and nucleotide metabolism regularly fail to compensate for each other's deficiencies upon co-culturing, a situation which implied the absence of growth-relevant metabolite exchange interactions. Contrastingly, we find that yeast colonies maintain a rich exometabolome and that cells prefer the uptake of extracellular metabolites over self-synthesis, indicators of ongoing metabolite exchange. We conceived a system that circumvents co-culturing and begins with a self-supporting cell that grows autonomously into a heterogeneous community, only able to survive by exchanging histidine, leucine, uracil, and methionine. Compensating for the progressive loss of prototrophy, self-establishing communities successfully obtained an auxotrophic composition in a nutrition-dependent manner, maintaining a wild-type like exometabolome, growth parameters, and cell viability. Yeast, as a eukaryotic model, thus possesses extensive capacity for growth-relevant metabolite exchange and readily cooperates in metabolism within progressively establishing communities.


Subject(s)
Amino Acids/metabolism , Microbial Interactions , Saccharomyces cerevisiae/growth & development , Saccharomyces cerevisiae/metabolism , Coculture Techniques , Metabolome , Microbial Viability
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