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1.
Genome Res ; 27(7): 1273-1285, 2017 07.
Article in English | MEDLINE | ID: mdl-28381612

ABSTRACT

Drosophila melanogaster is a widely used genetic model organism in developmental biology. While this model organism has been intensively studied at the RNA level, a comprehensive proteomic study covering the complete life cycle is still missing. Here, we apply label-free quantitative proteomics to explore proteome remodeling across Drosophila's life cycle, resulting in 7952 proteins, and provide a high temporal-resolved embryogenesis proteome of 5458 proteins. Our proteome data enabled us to monitor isoform-specific expression of 34 genes during development, to identify the pseudogene Cyp9f3Ψ as a protein-coding gene, and to obtain evidence of 268 small proteins. Moreover, the comparison with available transcriptomic data uncovered examples of poor correlation between mRNA and protein, underscoring the importance of proteomics to study developmental progression. Data integration of our embryogenesis proteome with tissue-specific data revealed spatial and temporal information for further functional studies of yet uncharacterized proteins. Overall, our high resolution proteomes provide a powerful resource and can be explored in detail in our interactive web interface.


Subject(s)
Drosophila Proteins/biosynthesis , Gene Expression Regulation, Developmental/physiology , Proteome/biosynthesis , Animals , Drosophila melanogaster
2.
Proteomics ; 16(3): 427-36, 2016 Feb.
Article in English | MEDLINE | ID: mdl-26703087

ABSTRACT

Lysine methylation is part of the posttranscriptional histone code employed to recruit modification specific readers to chromatin. Unbiased, quantitative mass spectrometry approaches combined with peptide pull-downs have been used to study histone methylation-dependent binders in mammalian cells. Here, we extend the study to birds by investigating the interaction partners for H3K4me3, H3K9me3, H3K27me3 and H3K36me3 in chicken (Gallus gallus) and zebra finch (Taeniopygia guttata) using label-free quantitative proteomics. In general, we find very strong overlap in interaction partners for the trimethyl marks in birds compared to mammals, underscoring the known conserved function of these modifications. In agreement with their epigenetic role, we find binding of PHF2 and members of the TFIID, SAGA, SET1 and NURF complex to the activation mark H3K4me3. Our data furthermore supports the existence of a LID complex in vertebrates recruited to the H3K4me3 mark. The repressive marks are bound by the HP1 proteins and the EED subunit of the PRC2 complex as well as by WIZ. Like reported in the previous mammalian screens, we found ZNF462, ZNF828 and POGZ enriched at H3K9me3. However, we noted some unexpected differences. N-PAC (also known as GLYR1), an H3K36me3 interactor in mammals, is reproducible not enriched at this modification in our screen in birds. This initial finding suggests that despite strong conservation of the histone tail sequence, a few species-specific differences in epigenetic readers may have evolved between birds and mammals. All MS data have been deposited in the ProteomeXchange with identifier PXD002282 (http://proteomecentral.proteomexchange.org/dataset/PXD002282).


Subject(s)
Avian Proteins/metabolism , Chromatin/metabolism , Epigenesis, Genetic , Histones/metabolism , Protein Processing, Post-Translational , Proteomics/methods , Amino Acid Sequence , Animals , Avian Proteins/genetics , Cell Line , Chickens , Chromatin/chemistry , Finches , Histone Code , Histones/genetics , Humans , Lysine/metabolism , Methylation , Molecular Sequence Data , Polycomb-Group Proteins/genetics , Polycomb-Group Proteins/metabolism , Protein Interaction Mapping , Sequence Alignment , Transcription Factors/genetics , Transcription Factors/metabolism , Transposases/genetics , Transposases/metabolism , Zinc Fingers
3.
BMC Genomics ; 16: 965, 2015 Nov 17.
Article in English | MEDLINE | ID: mdl-26577093

ABSTRACT

BACKGROUND: To date, telomere research in fungi has mainly focused on Saccharomyces cerevisiae and Schizosaccharomyces pombe, despite the fact that both yeasts have degenerated telomeric repeats in contrast to the canonical TTAGGG motif found in vertebrates and also several other fungi. RESULTS: Using label-free quantitative proteomics, we here investigate the telosome of Neurospora crassa, a fungus with canonical telomeric repeats. We show that at least six of the candidates detected in our screen are direct TTAGGG-repeat binding proteins. While three of the direct interactors (NCU03416 [ncTbf1], NCU01991 [ncTbf2] and NCU02182 [ncTay1]) feature the known myb/homeobox DNA interaction domain also found in the vertebrate telomeric factors, we additionally show that a zinc-finger protein (NCU07846) and two proteins without any annotated DNA-binding domain (NCU02644 and NCU05718) are also direct double-strand TTAGGG binders. We further find two single-strand binders (NCU02404 [ncGbp2] and NCU07735 [ncTcg1]). CONCLUSION: By quantitative label-free interactomics we identify TTAGGG-binding proteins in Neurospora crassa, suggesting candidates for telomeric factors that are supported by phylogenomic comparison with yeast species. Intriguingly, homologs in yeast species with degenerated telomeric repeats are also TTAGGG-binding proteins, e.g. in S. cerevisiae Tbf1 recognizes the TTAGGG motif found in its subtelomeres. However, there is also a subset of proteins that is not conserved. While a rudimentary core TTAGGG-recognition machinery may be conserved across yeast species, our data suggests Neurospora as an emerging model organism with unique features.


Subject(s)
DNA-Binding Proteins/metabolism , Fungal Proteins/metabolism , Neurospora crassa/metabolism , Nucleotide Motifs , Proteomics , Repetitive Sequences, Nucleic Acid , Telomere/genetics , Animals , Base Sequence , Conserved Sequence , Evolution, Molecular , Neurospora crassa/genetics , Vertebrates/genetics
4.
Microbiol Spectr ; 11(1): e0304922, 2023 02 14.
Article in English | MEDLINE | ID: mdl-36515553

ABSTRACT

The survival of malaria parasites in the changing human blood environment largely depends on their ability to alter gene expression by epigenetic mechanisms. The active state of Plasmodium falciparum clonally variant genes (CVGs) is associated with euchromatin characterized by the histone mark H3K9ac, whereas the silenced state is characterized by H3K9me3-based heterochromatin. Expression switches are linked to euchromatin-heterochromatin transitions, but these transitions have not been characterized for the majority of CVGs. To define the heterochromatin distribution patterns associated with the alternative transcriptional states of CVGs, we compared H3K9me3 occupancy at a genome-wide level among several parasite subclones of the same genetic background that differed in the transcriptional state of many CVGs. We found that de novo heterochromatin formation or the complete disruption of a heterochromatin domain is a relatively rare event, and for the majority of CVGs, expression switches can be explained by the expansion or retraction of heterochromatin domains. We identified different modalities of heterochromatin changes linked to transcriptional differences, but despite this complexity, heterochromatin distribution patterns generally enable the prediction of the transcriptional state of specific CVGs. We also found that in some subclones, several var genes were simultaneously in an active state. Furthermore, the heterochromatin levels in the putative regulatory region of the gdv1 antisense noncoding RNA, a regulator of sexual commitment, varied between parasite lines with different sexual conversion rates. IMPORTANCE The malaria parasite P. falciparum is responsible for more than half a million deaths every year. P. falciparum clonally variant genes (CVGs) mediate fundamental host-parasite interactions and play a key role in parasite adaptation to fluctuations in the conditions of the human host. The expression of CVGs is regulated at the epigenetic level by changes in the distribution of a type of chromatin called heterochromatin. Here, we describe at a genome-wide level the changes in the heterochromatin distribution associated with the different transcriptional states of CVGs. Our results also reveal a likely role for heterochromatin at a particular locus in determining the parasite investment in transmission to mosquitoes. Additionally, this data set will enable the prediction of the transcriptional state of CVGs from epigenomic data, which is important for the study of parasite adaptation to the conditions of the host in natural malaria infections.


Subject(s)
Malaria, Falciparum , Plasmodium falciparum , Animals , Humans , Plasmodium falciparum/genetics , Plasmodium falciparum/metabolism , Heterochromatin/genetics , Heterochromatin/metabolism , Euchromatin/metabolism , Protozoan Proteins/genetics , Protozoan Proteins/metabolism , Malaria, Falciparum/parasitology , Gene Expression Regulation
5.
Methods Mol Biol ; 2369: 165-185, 2021.
Article in English | MEDLINE | ID: mdl-34313989

ABSTRACT

In Plasmodium falciparum, the parasite responsible for the most severe forms of human malaria, many fundamental processes are controlled at the transcriptional level. Studies on diverse aspects of basic parasite biology as well as molecular epidemiology studies often rely on the ability to accurately measure transcript levels, but this is complicated by the cyclic expression patterns of the majority of malaria parasite genes. Here, we provide a complete workflow to measure transcript levels in P. falciparum intraerythrocytic blood stages, overcoming the confounding factors that are commonly encountered. The method described covers all the steps from synchronization of parasite cultures to reverse transcriptase quantitative PCR (RT-qPCR) analysis.


Subject(s)
Plasmodium falciparum , Humans , Malaria, Falciparum , Plasmodium falciparum/genetics , Reverse Transcriptase Polymerase Chain Reaction
6.
Nat Microbiol ; 6(9): 1163-1174, 2021 09.
Article in English | MEDLINE | ID: mdl-34400833

ABSTRACT

Periodic fever is a characteristic clinical feature of human malaria, but how parasites survive febrile episodes is not known. Although the genomes of Plasmodium species encode a full set of chaperones, they lack the conserved eukaryotic transcription factor HSF1, which activates the expression of chaperones following heat shock. Here, we show that PfAP2-HS, a transcription factor in the ApiAP2 family, regulates the protective heat-shock response in Plasmodium falciparum. PfAP2-HS activates the transcription of hsp70-1 and hsp90 at elevated temperatures. The main binding site of PfAP2-HS in the entire genome coincides with a tandem G-box DNA motif in the hsp70-1 promoter. Engineered parasites lacking PfAP2-HS have reduced heat-shock survival and severe growth defects at 37 °C but not at 35 °C. Parasites lacking PfAP2-HS also have increased sensitivity to imbalances in protein homeostasis (proteostasis) produced by artemisinin, the frontline antimalarial drug, or the proteasome inhibitor epoxomicin. We propose that PfAP2-HS contributes to the maintenance of proteostasis under basal conditions and upregulates specific chaperone-encoding genes at febrile temperatures to protect the parasite against protein damage.


Subject(s)
Fever/parasitology , Malaria, Falciparum/parasitology , Plasmodium falciparum/physiology , Protozoan Proteins/metabolism , Transcription Factors/metabolism , Antimalarials/pharmacology , Artemisinins/pharmacology , Gene Expression Regulation/drug effects , HSP70 Heat-Shock Proteins/genetics , HSP70 Heat-Shock Proteins/metabolism , HSP90 Heat-Shock Proteins/genetics , HSP90 Heat-Shock Proteins/metabolism , Heat-Shock Response , Hot Temperature , Humans , Plasmodium falciparum/drug effects , Plasmodium falciparum/genetics , Plasmodium falciparum/growth & development , Proteostasis/drug effects , Protozoan Proteins/genetics , Transcription Factors/genetics
7.
Cancer Res ; 81(3): 580-593, 2021 02 01.
Article in English | MEDLINE | ID: mdl-33172932

ABSTRACT

In many tumors, cells transition reversibly between slow-proliferating tumor-initiating cells (TIC) and their differentiated, faster-growing progeny. Yet, how transcriptional regulation of cell-cycle and self-renewal genes is orchestrated during these conversions remains unclear. In this study, we show that as breast TIC form, a decrease in cell-cycle gene expression and increase in self-renewal gene expression are coregulated by SOX2 and EZH2, which colocalize at CpG islands. This pattern was negatively controlled by a novel long noncoding RNA (lncRNA) that we named Stem Cell Inhibitory RNA Transcript (SCIRT), which was markedly upregulated in tumorspheres but colocalized with and counteracted EZH2 and SOX2 during cell-cycle and self-renewal regulation to restrain tumorigenesis. SCIRT specifically interacted with EZH2 to increase EZH2 affinity to FOXM1 without binding the latter. In this manner, SCIRT induced transcription at cell-cycle gene promoters by recruiting FOXM1 through EZH2 to antagonize EZH2-mediated effects at target genes. Conversely, on stemness genes, FOXM1 was absent and SCIRT antagonized EZH2 and SOX2 activity, balancing toward repression. These data suggest that the interaction of an lncRNA with EZH2 can alter the affinity of EZH2 for its protein-binding partners to regulate cancer cell state transitions. SIGNIFICANCE: These findings show that a novel lncRNA SCIRT counteracts breast tumorigenesis by opposing transcriptional networks associated with cell cycle and self-renewal.See related commentary by Pardini and Dragomir, p. 535.


Subject(s)
Breast Neoplasms , RNA, Long Noncoding , Breast Neoplasms/genetics , Carcinogenesis/genetics , Cell Line, Tumor , Gene Expression Regulation, Neoplastic , Humans , RNA, Long Noncoding/genetics
8.
Nat Commun ; 11(1): 2789, 2020 06 03.
Article in English | MEDLINE | ID: mdl-32493961

ABSTRACT

RNA-binding proteins play key roles in regulation of gene expression via recognition of structural features in RNA molecules. Here we apply a quantitative RNA pull-down approach to 186 evolutionary conserved RNA structures and report 162 interacting proteins. Unlike global RNA interactome capture, we associate individual RNA structures within messenger RNA with their interacting proteins. Of our binders 69% are known RNA-binding proteins, whereas some are previously unrelated to RNA binding and do not harbor canonical RNA-binding domains. While current knowledge about RNA-binding proteins relates to their functions at 5' or 3'-UTRs, we report a significant number of them binding to RNA folds in the coding regions of mRNAs. Using an in vivo reporter screen and pulsed SILAC, we characterize a subset of mRNA-RBP pairs and thus connect structural RNA features to functionality. Ultimately, we here present a generic, scalable approach to interrogate the increasing number of RNA structural motifs.


Subject(s)
Conserved Sequence , Evolution, Molecular , Nucleic Acid Conformation , RNA, Fungal/chemistry , Saccharomyces cerevisiae/genetics , 3' Untranslated Regions/genetics , 5' Untranslated Regions/genetics , Base Sequence , Conserved Sequence/genetics , Epistasis, Genetic , Genes, Reporter , Genome, Fungal , Green Fluorescent Proteins/metabolism , Nucleotide Motifs/genetics , Protein Biosynthesis , Proteome/metabolism , RNA, Messenger/genetics , RNA, Messenger/metabolism , RNA-Binding Proteins/metabolism , Reproducibility of Results , Saccharomyces cerevisiae Proteins/genetics , Saccharomyces cerevisiae Proteins/metabolism
9.
Nat Commun ; 9(1): 4970, 2018 11 26.
Article in English | MEDLINE | ID: mdl-30478415

ABSTRACT

Even though proteins are produced from mRNA, the correlation between mRNA levels and protein abundances is moderate in most studies, occasionally attributed to complex post-transcriptional regulation. To address this, we generate a paired transcriptome/proteome time course dataset with 14 time points during Drosophila embryogenesis. Despite a limited mRNA-protein correlation (ρ = 0.54), mathematical models describing protein translation and degradation explain 84% of protein time-courses based on the measured mRNA dynamics without assuming complex post transcriptional regulation, and allow for classification of most proteins into four distinct regulatory scenarios. By performing an in-depth characterization of the putatively post-transcriptionally regulated genes, we postulate that the RNA-binding protein Hrb98DE is involved in post-transcriptional control of sugar metabolism in early embryogenesis and partially validate this hypothesis using Hrb98DE knockdown. In summary, we present a systems biology framework for the identification of post-transcriptional gene regulation from large-scale, time-resolved transcriptome and proteome data.


Subject(s)
Drosophila melanogaster/genetics , Gene Expression Regulation , Transcription, Genetic , Animals , Base Sequence , Drosophila Proteins/metabolism , Drosophila melanogaster/embryology , Embryonic Development/genetics , Glucose/metabolism , Kinetics , Proteome/metabolism , RNA, Messenger/genetics , RNA, Messenger/metabolism , Transcriptome/genetics
10.
PLoS One ; 13(1): e0191682, 2018.
Article in English | MEDLINE | ID: mdl-29364956

ABSTRACT

RNA interference (RNAi) screens have been shown to be valuable to study embryonic stem cell (ESC) self-renewal and they have been successfully applied to identify coding as well as noncoding genes required for maintaining pluripotency. Here, we used an RNAi library targeting >640 long noncoding RNAs (lncRNA) to probe for their role in early cell differentiation. Utilizing a Sox1-GFP ESC reporter cell line, we identified the lncRNA lncR492 as lineage-specific inhibitor of neuroectodermal differentiation. Molecular characterization showed that lncR492 interacts with the mRNA binding protein HuR and facilitates its inhibitory function by activation of Wnt signaling. Thus, lncRNAs modulate the fate decision of pluripotent stem cells.


Subject(s)
Cell Differentiation , Embryonic Stem Cells/cytology , Neurons/cytology , RNA, Long Noncoding/genetics , Animals , Mice , RNA Interference , Reverse Transcriptase Polymerase Chain Reaction
11.
PLoS One ; 8(8): e73624, 2013.
Article in English | MEDLINE | ID: mdl-23967347

ABSTRACT

BACKGROUND: Malaria immunity is commonly believed to wane in the absence of Plasmodium falciparum exposure, based on limited epidemiological data and short-lived antibody responses in some longitudinal studies in endemic areas. METHODS: A cross-sectional study was conducted among sub-Saharan African adults residing in Spain for 1 up to 38 years (immigrants) with clinical malaria (n=55) or without malaria (n=37), naïve adults (travelers) with a first clinical malaria episode (n=20) and life-long malaria exposed adults from Mozambique (semi-immune adults) without malaria (n=27) or with clinical malaria (n=50). Blood samples were collected and IgG levels against the erythrocytic antigens AMA-1 and MSP-142 (3D7 and FVO strains), EBA-175 and DBL-α were determined by Luminex. IgG levels against antigens on the surface of infected erythrocytes (IEs) were measured by flow cytometry. RESULTS: Immigrants without malaria had lower IgG levels than healthy semi-immune adults regardless of the antigen tested (P≤0.026), but no correlation was found between IgG levels and time since migration. Upon reinfection, immigrants with malaria had higher levels of IgG against all antigens than immigrants without malaria. However, the magnitude of the response compared to semi-immune adults with malaria depended on the antigen tested. Thus, immigrants had higher IgG levels against AMA-1 and MSP-142 (P≤0.015), similar levels against EBA-175 and DBL-α, and lower levels against IEs (P≤0.016). Immigrants had higher IgG levels against all antigens tested compared to travelers (P≤0.001), both with malaria. CONCLUSIONS: Upon cessation of malaria exposure, IgG responses to malaria-specific antigens were maintained to a large extent, although the conservation and the magnitude of the recall response depended on the nature of the antigen. Studies on immigrant populations can shed light on the factors that determine the duration of malaria specific antibody responses and its effect on protection, with important implications for future vaccine design and public health control measures.


Subject(s)
Antibodies, Protozoan/blood , Antibodies, Protozoan/immunology , Emigrants and Immigrants/statistics & numerical data , Environmental Exposure/statistics & numerical data , Malaria, Falciparum/immunology , Plasmodium falciparum/immunology , Plasmodium falciparum/physiology , Adult , Antigens, Protozoan/immunology , Female , Humans , Immunoglobulin G/blood , Immunoglobulin G/immunology , Malaria, Falciparum/blood , Male , Species Specificity , Time Factors , Travel
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