251
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Lomaev D, Mikhailova A, Erokhin M, Shaposhnikov AV, Moresco JJ, Blokhina T, Wolle D, Aoki T, Ryabykh V, Yates JR, Shidlovskii YV, Georgiev P, Schedl P, Chetverina D. The GAGA factor regulatory network: Identification of GAGA factor associated proteins. PLoS One 2017; 12:e0173602. [PMID: 28296955 PMCID: PMC5351981 DOI: 10.1371/journal.pone.0173602] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2016] [Accepted: 02/23/2017] [Indexed: 11/24/2022] Open
Abstract
The Drosophila GAGA factor (GAF) has an extraordinarily diverse set of functions that include the activation and silencing of gene expression, nucleosome organization and remodeling, higher order chromosome architecture and mitosis. One hypothesis that could account for these diverse activities is that GAF is able to interact with partners that have specific and dedicated functions. To test this possibility we used affinity purification coupled with high throughput mass spectrometry to identify GAF associated partners. Consistent with this hypothesis the GAF interacting network includes a large collection of factors and complexes that have been implicated in many different aspects of gene activity, chromosome structure and function. Moreover, we show that GAF interactions with a small subset of partners is direct; however for many others the interactions could be indirect, and depend upon intermediates that serve to diversify the functional capabilities of the GAF protein.
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Affiliation(s)
- Dmitry Lomaev
- Institute of Gene Biology, Russian Academy of Sciences, Moscow, Russia
| | - Anna Mikhailova
- Institute of Gene Biology, Russian Academy of Sciences, Moscow, Russia
| | - Maksim Erokhin
- Institute of Gene Biology, Russian Academy of Sciences, Moscow, Russia
| | | | - James J. Moresco
- Department of Chemical Physiology, SR302B, The Scripps Research Institute, La Jolla, California, United States of America
| | - Tatiana Blokhina
- Institute of Gene Biology, Russian Academy of Sciences, Moscow, Russia
| | - Daniel Wolle
- Department of Molecular Biology Princeton University, Princeton, NJ, United States of America
| | - Tsutomu Aoki
- Department of Molecular Biology Princeton University, Princeton, NJ, United States of America
| | - Vladimir Ryabykh
- Institute of Animal Physiology, Biochemistry and Nutrition, Borovsk, Russia
| | - John R. Yates
- Department of Chemical Physiology, SR302B, The Scripps Research Institute, La Jolla, California, United States of America
| | | | - Pavel Georgiev
- Institute of Gene Biology, Russian Academy of Sciences, Moscow, Russia
- * E-mail: (DC); (PS); (PG)
| | - Paul Schedl
- Institute of Gene Biology, Russian Academy of Sciences, Moscow, Russia
- Department of Molecular Biology Princeton University, Princeton, NJ, United States of America
- * E-mail: (DC); (PS); (PG)
| | - Darya Chetverina
- Institute of Gene Biology, Russian Academy of Sciences, Moscow, Russia
- * E-mail: (DC); (PS); (PG)
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252
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Domsch K, Acs A, Obermeier C, Nguyen HT, Reim I. Identification of the essential protein domains for Mib2 function during the development of the Drosophila larval musculature and adult flight muscles. PLoS One 2017; 12:e0173733. [PMID: 28282454 PMCID: PMC5345843 DOI: 10.1371/journal.pone.0173733] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2016] [Accepted: 02/24/2017] [Indexed: 12/01/2022] Open
Abstract
The proper differentiation and maintenance of myofibers is fundamental to a functional musculature. Disruption of numerous mostly structural factors leads to perturbations of these processes. Among the limited number of known regulatory factors for these processes is Mind bomb2 (Mib2), a muscle-associated E3 ubiquitin ligase, which was previously established to be required for maintaining the integrity of larval muscles. In this study, we have examined the mechanistic aspects of Mib2 function by performing a detailed functional dissection of the Mib2 protein. We show that the ankyrin repeats, in its entirety, and the hitherto uncharacterized Mib-specific domains (MIB), are important for the major function of Mib2 in skeletal and visceral muscles in the Drosophila embryo. Furthermore, we characterize novel mib2 alleles that have arisen from a forward genetic screen aimed at identifying regulators of myogenesis. Two of these alleles are viable, but flightless hypomorphic mib2 mutants, and harbor missense mutations in the MIB domain and RING finger, respectively. Functional analysis of these new alleles, including in vivo imaging, demonstrates that Mib2 plays an additional important role in the development of adult thorax muscles, particularly in maintaining the larval templates for the dorsal longitudinal indirect flight muscles during metamorphosis.
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Affiliation(s)
- Katrin Domsch
- Department of Biology, Division of Developmental Biology, Friedrich-Alexander University of Erlangen-Nürnberg, Erlangen, Germany
| | - Andreas Acs
- Department of Biology, Division of Developmental Biology, Friedrich-Alexander University of Erlangen-Nürnberg, Erlangen, Germany
| | - Claudia Obermeier
- Department of Biology, Division of Developmental Biology, Friedrich-Alexander University of Erlangen-Nürnberg, Erlangen, Germany
| | - Hanh T. Nguyen
- Department of Biology, Division of Developmental Biology, Friedrich-Alexander University of Erlangen-Nürnberg, Erlangen, Germany
| | - Ingolf Reim
- Department of Biology, Division of Developmental Biology, Friedrich-Alexander University of Erlangen-Nürnberg, Erlangen, Germany
- * E-mail:
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253
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Mutants for Drosophila Isocitrate Dehydrogenase 3b Are Defective in Mitochondrial Function and Larval Cell Death. G3-GENES GENOMES GENETICS 2017; 7:789-799. [PMID: 28104670 PMCID: PMC5345709 DOI: 10.1534/g3.116.037366] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
The death of larval salivary gland cells during metamorphosis in Drosophila melanogaster has been a key system for studying steroid controlled programmed cell death. This death is induced by a pulse of the steroid hormone ecdysone that takes place at the end of the prepupal period. For many years, it has been thought that the ecdysone direct response gene Eip93F (E93) plays a critical role in initiating salivary gland cell death. This conclusion was based largely on the finding that the three “type” alleles of E93 cause a near-complete block in salivary gland cell death. Here, we show that these three mutations are in fact allelic to Idh3b, a nearby gene that encodes the β subunit of isocitrate dehydrogenase 3, a mitochondrial enzyme of the tricarboxylic acid (TCA) cycle. The strongest of the Idh3b alleles appears to cause a near-complete block in oxidative phosphorylation, as mitochondria are depolarized in mutant larvae, and development arrests early during cleavage in embryos from homozygous-mutant germline mothers. Idh3b-mutant larval salivary gland cells fail to undergo mitochondrial fragmentation, which normally precedes the death of these cells, and do not initiate autophagy, an early step in the cell death program. These observations suggest a close relationship between the TCA cycle and the initiation of larval cell death. In normal development, tagged Idh3b is released from salivary gland mitochondria during their fragmentation, suggesting that Idh3b may be an apoptogenic factor that functions much like released cytochrome c in mammalian cells.
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254
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Khadilkar RJ, Ray A, Chetan DR, Sinha AR, Magadi SS, Kulkarni V, Inamdar MS. Differential modulation of the cellular and humoral immune responses in Drosophila is mediated by the endosomal ARF1-Asrij axis. Sci Rep 2017; 7:118. [PMID: 28273919 PMCID: PMC5427928 DOI: 10.1038/s41598-017-00118-7] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2016] [Accepted: 01/10/2017] [Indexed: 12/15/2022] Open
Abstract
How multicellular organisms maintain immune homeostasis across various organs and cell types is an outstanding question in immune biology and cell signaling. In Drosophila, blood cells (hemocytes) respond to local and systemic cues to mount an immune response. While endosomal regulation of Drosophila hematopoiesis is reported, the role of endosomal proteins in cellular and humoral immunity is not well-studied. Here we demonstrate a functional role for endosomal proteins in immune homeostasis. We show that the ubiquitous trafficking protein ADP Ribosylation Factor 1 (ARF1) and the hemocyte-specific endosomal regulator Asrij differentially regulate humoral immunity. Asrij and ARF1 play an important role in regulating the cellular immune response by controlling the crystal cell melanization and phenoloxidase activity. ARF1 and Asrij mutants show reduced survival and lifespan upon infection, indicating perturbed immune homeostasis. The ARF1-Asrij axis suppresses the Toll pathway anti-microbial peptides (AMPs) by regulating ubiquitination of the inhibitor Cactus. The Imd pathway is inversely regulated- while ARF1 suppresses AMPs, Asrij is essential for AMP production. Several immune mutants have reduced Asrij expression, suggesting that Asrij co-ordinates with these pathways to regulate the immune response. Our study highlights the role of endosomal proteins in modulating the immune response by maintaining the balance of AMP production. Similar mechanisms can now be tested in mammalian hematopoiesis and immunity.
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Affiliation(s)
- Rohan J Khadilkar
- Molecular Biology and Genetics Unit, Jawaharlal Nehru Centre for Advanced Scientific Research, Bangalore, India
| | - Arindam Ray
- Molecular Biology and Genetics Unit, Jawaharlal Nehru Centre for Advanced Scientific Research, Bangalore, India
| | - D R Chetan
- Molecular Biology and Genetics Unit, Jawaharlal Nehru Centre for Advanced Scientific Research, Bangalore, India
| | | | - Srivathsa S Magadi
- Molecular Biology and Genetics Unit, Jawaharlal Nehru Centre for Advanced Scientific Research, Bangalore, India
| | - Vani Kulkarni
- Molecular Biology and Genetics Unit, Jawaharlal Nehru Centre for Advanced Scientific Research, Bangalore, India
| | - Maneesha S Inamdar
- Molecular Biology and Genetics Unit, Jawaharlal Nehru Centre for Advanced Scientific Research, Bangalore, India.
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255
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Lin CJ, Wen J, Bejarano F, Hu F, Bortolamiol-Becet D, Kan L, Sanfilippo P, Kondo S, Lai EC. Characterization of a TUTase/RNase complex required for Drosophila gametogenesis. RNA (NEW YORK, N.Y.) 2017; 23:284-296. [PMID: 27974621 PMCID: PMC5311484 DOI: 10.1261/rna.059527.116] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/07/2016] [Accepted: 12/07/2016] [Indexed: 06/06/2023]
Abstract
Post-transcriptional regulatory strategies that involve coupling between terminal uridyltransferase (TUTase) and exoribonuclease enzymes have recently been characterized in diverse species. Of note, the 3' exoribonuclease Dis3L2 has received substantial attention as a factor that metabolizes uridylated substrates in contexts such as general mRNA degradation, turnover of specific miRNAs, and quality control of noncoding RNAs. To date, most studies of Dis3L2 have focused on fungi and mammalian cells. Here, we introduce Drosophila as a system that permits analysis of molecular mechanisms as well as the ability to interrogate organismal phenotypes. We started with a structure-function analysis of the Drosophila TUTase Tailor, which we recently identified to inhibit biogenesis of splicing-derived miRNA hairpins. Next, we show that Tailor/Dis3L2 form a complex via N-terminal domains in the respective proteins that are distinct from their catalytic domains. In vitro, Dis3L2 has nuclease activity, but substrate oligouridylation by Tailor stimulates their degradation by Dis3L2, especially for structured substrates. We analyzed mutants of Tailor and Dis3L2, which are viable and lack overt morphological defects. Instead, these mutants exhibit defects in female and male fertility, implying specific requirements in the germline. Dis3L2 defects are more severe than Tailor, and their requirements appear stronger in males than in females. In particular, loss of Dis3L2 completely blocks productive spermatogenesis, causing male sterility. RNA-seq analysis from single- and double-mutant testes reveals aberrant gene expression programs and suggests that noncoding RNAs may be preferentially affected by Dis3L2. Overall, our studies of a new tailing/trimming complex reveal unexpectedly specific requirements during gametogenesis.
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Affiliation(s)
- Ching-Jung Lin
- Sloan-Kettering Institute, Department of Developmental Biology, New York, New York 10065, USA
- Weill Graduate School of Medical Sciences, Cornell University, New York, New York 10065, USA
| | - Jiayu Wen
- Sloan-Kettering Institute, Department of Developmental Biology, New York, New York 10065, USA
| | - Fernando Bejarano
- Sloan-Kettering Institute, Department of Developmental Biology, New York, New York 10065, USA
| | - Fuqu Hu
- Sloan-Kettering Institute, Department of Developmental Biology, New York, New York 10065, USA
| | - Diane Bortolamiol-Becet
- Sloan-Kettering Institute, Department of Developmental Biology, New York, New York 10065, USA
| | - Lijuan Kan
- Sloan-Kettering Institute, Department of Developmental Biology, New York, New York 10065, USA
| | - Piero Sanfilippo
- Sloan-Kettering Institute, Department of Developmental Biology, New York, New York 10065, USA
- Louis V. Gerstner Jr. Graduate School of Biomedical Sciences, Memorial Sloan-Kettering Cancer Center, New York, New York 10065, USA
| | - Shu Kondo
- Invertebrate Genetics Laboratory, National Institute of Genetics, Mishima, Shizuoka 411-8540, Japan
| | - Eric C Lai
- Sloan-Kettering Institute, Department of Developmental Biology, New York, New York 10065, USA
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256
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Cenik C, Chua HN, Singh G, Akef A, Snyder MP, Palazzo AF, Moore MJ, Roth FP. A common class of transcripts with 5'-intron depletion, distinct early coding sequence features, and N1-methyladenosine modification. RNA (NEW YORK, N.Y.) 2017; 23:270-283. [PMID: 27994090 PMCID: PMC5311483 DOI: 10.1261/rna.059105.116] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/05/2016] [Accepted: 12/14/2016] [Indexed: 06/01/2023]
Abstract
Introns are found in 5' untranslated regions (5'UTRs) for 35% of all human transcripts. These 5'UTR introns are not randomly distributed: Genes that encode secreted, membrane-bound and mitochondrial proteins are less likely to have them. Curiously, transcripts lacking 5'UTR introns tend to harbor specific RNA sequence elements in their early coding regions. To model and understand the connection between coding-region sequence and 5'UTR intron status, we developed a classifier that can predict 5'UTR intron status with >80% accuracy using only sequence features in the early coding region. Thus, the classifier identifies transcripts with 5' proximal-intron-minus-like-coding regions ("5IM" transcripts). Unexpectedly, we found that the early coding sequence features defining 5IM transcripts are widespread, appearing in 21% of all human RefSeq transcripts. The 5IM class of transcripts is enriched for non-AUG start codons, more extensive secondary structure both preceding the start codon and near the 5' cap, greater dependence on eIF4E for translation, and association with ER-proximal ribosomes. 5IM transcripts are bound by the exon junction complex (EJC) at noncanonical 5' proximal positions. Finally, N1-methyladenosines are specifically enriched in the early coding regions of 5IM transcripts. Taken together, our analyses point to the existence of a distinct 5IM class comprising ∼20% of human transcripts. This class is defined by depletion of 5' proximal introns, presence of specific RNA sequence features associated with low translation efficiency, N1-methyladenosines in the early coding region, and enrichment for noncanonical binding by the EJC.
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Affiliation(s)
- Can Cenik
- Department of Genetics, Stanford University School of Medicine, Stanford, California 94305, USA
- Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts 01605, USA
| | - Hon Nian Chua
- Donnelly Centre, Department of Molecular Genetics, and Department of Computer Science, University of Toronto, Toronto M5S 3E1, Ontario, Canada
- Lunenfeld-Tanenbaum Research Institute, Mt. Sinai Hospital, Toronto M5G 1X5, Ontario, Canada
- DataRobot, Inc., Boston, Massachusetts 02109, USA
| | - Guramrit Singh
- Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts 01605, USA
- Department of Molecular Genetics, Center for RNA Biology, The Ohio State University, Columbus, Ohio 43210, USA
- Howard Hughes Medical Institute, University of Massachusetts Medical School, Worcester, Massachusetts 01605, USA
- RNA Therapeutics Institute, University of Massachusetts Medical School, Worcester, Massachusetts 01605, USA
| | - Abdalla Akef
- Department of Biochemistry, University of Toronto, Toronto, Ontario M5S 1A8, Canada
| | - Michael P Snyder
- Department of Genetics, Stanford University School of Medicine, Stanford, California 94305, USA
| | - Alexander F Palazzo
- Department of Biochemistry, University of Toronto, Toronto, Ontario M5S 1A8, Canada
| | - Melissa J Moore
- Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts 01605, USA
- Howard Hughes Medical Institute, University of Massachusetts Medical School, Worcester, Massachusetts 01605, USA
- RNA Therapeutics Institute, University of Massachusetts Medical School, Worcester, Massachusetts 01605, USA
| | - Frederick P Roth
- Donnelly Centre, Department of Molecular Genetics, and Department of Computer Science, University of Toronto, Toronto M5S 3E1, Ontario, Canada
- Lunenfeld-Tanenbaum Research Institute, Mt. Sinai Hospital, Toronto M5G 1X5, Ontario, Canada
- Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston 02215, Massachusetts, USA
- The Canadian Institute for Advanced Research, Toronto M5G 1Z8, Ontario, Canada
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257
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Ipiña EP, Dawson SP. The effect of reactions on the formation and readout of the gradient of Bicoid. Phys Biol 2017; 14:016002. [DOI: 10.1088/1478-3975/aa56d9] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
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258
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Li X, Gao M, Choi JM, Kim BJ, Zhou MT, Chen Z, Jain AN, Jung SY, Yuan J, Wang W, Wang Y, Chen J. Clustered, Regularly Interspaced Short Palindromic Repeats (CRISPR)/Cas9-coupled Affinity Purification/Mass Spectrometry Analysis Revealed a Novel Role of Neurofibromin in mTOR Signaling. Mol Cell Proteomics 2017; 16:594-607. [PMID: 28174230 DOI: 10.1074/mcp.m116.064543] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2016] [Revised: 01/25/2017] [Indexed: 12/11/2022] Open
Abstract
Neurofibromin (NF1) is a well known tumor suppressor that is commonly mutated in cancer patients. It physically interacts with RAS and negatively regulates RAS GTPase activity. Despite the importance of NF1 in cancer, a high quality endogenous NF1 interactome has yet to be established. In this study, we combined clustered, regularly interspaced short palindromic repeats (CRISPR)/Cas9-mediated gene knock-out technology with affinity purification using antibodies against endogenous proteins, followed by mass spectrometry analysis, to sensitively and accurately detect NF1 protein-protein interactions in unaltered in vivo settings. Using this system, we analyzed endogenous NF1-associated protein complexes and identified 49 high-confidence candidate interaction proteins, including RAS and other functionally relevant proteins. Through functional validation, we found that NF1 negatively regulates mechanistic target of rapamycin signaling (mTOR) in a LAMTOR1-dependent manner. In addition, the cell growth and survival of NF1-deficient cells have become dependent on hyperactivation of the mTOR pathway, and the tumorigenic properties of these cells have become dependent on LAMTOR1. Taken together, our findings may provide novel insights into therapeutic approaches targeting NF1-deficient tumors.
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Affiliation(s)
- Xu Li
- From the ‡Department of Experimental Radiation Oncology, University of Texas M.D. Anderson Cancer Center, Houston, Texas 77030
| | - Min Gao
- From the ‡Department of Experimental Radiation Oncology, University of Texas M.D. Anderson Cancer Center, Houston, Texas 77030
| | - Jong Min Choi
- ‖Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas 77030
| | - Beom-Jun Kim
- ‖Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas 77030
| | - Mao-Tian Zhou
- From the ‡Department of Experimental Radiation Oncology, University of Texas M.D. Anderson Cancer Center, Houston, Texas 77030
| | - Zhen Chen
- From the ‡Department of Experimental Radiation Oncology, University of Texas M.D. Anderson Cancer Center, Houston, Texas 77030
| | - Antrix N Jain
- ‖Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas 77030
| | - Sung Yun Jung
- ‖Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas 77030
| | - Jingsong Yuan
- **Department of Radiation Oncology, Center for Radiological Research, Columbia University, New York, New York 10032
| | - Wenqi Wang
- ‡‡Department of Developmental and Cell Biology, University of California at Irvine, Irvine, California 92697
| | - Yi Wang
- ‖Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas 77030;
| | - Junjie Chen
- From the ‡Department of Experimental Radiation Oncology, University of Texas M.D. Anderson Cancer Center, Houston, Texas 77030;
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259
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Stiban J, So M, Kaguni LS. Iron-Sulfur Clusters in Mitochondrial Metabolism: Multifaceted Roles of a Simple Cofactor. BIOCHEMISTRY (MOSCOW) 2017; 81:1066-1080. [PMID: 27908232 DOI: 10.1134/s0006297916100059] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Iron-sulfur metabolism is essential for cellular function and is a key process in mitochondria. In this review, we focus on the structure and assembly of mitochondrial iron-sulfur clusters and their roles in various metabolic processes that occur in mitochondria. Iron-sulfur clusters are crucial in mitochondrial respiration, in which they are required for the assembly, stability, and function of respiratory complexes I, II, and III. They also serve important functions in the citric acid cycle, DNA metabolism, and apoptosis. Whereas the identification of iron-sulfur containing proteins and their roles in numerous aspects of cellular function has been a long-standing research area, that in mitochondria is comparatively recent, and it is likely that their roles within mitochondria have been only partially revealed. We review the status of the field and provide examples of other cellular iron-sulfur proteins to highlight their multifarious roles.
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Affiliation(s)
- Johnny Stiban
- Birzeit University, Department of Biology and Biochemistry, West Bank Birzeit, 627, Palestine.
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260
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Scott NE, Rogers LD, Prudova A, Brown NF, Fortelny N, Overall CM, Foster LJ. Interactome disassembly during apoptosis occurs independent of caspase cleavage. Mol Syst Biol 2017; 13:906. [PMID: 28082348 PMCID: PMC5293159 DOI: 10.15252/msb.20167067] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Protein-protein interaction networks (interactomes) define the functionality of all biological systems. In apoptosis, proteolysis by caspases is thought to initiate disassembly of protein complexes and cell death. Here we used a quantitative proteomics approach, protein correlation profiling (PCP), to explore changes in cytoplasmic and mitochondrial interactomes in response to apoptosis initiation as a function of caspase activity. We measured the response to initiation of Fas-mediated apoptosis in 17,991 interactions among 2,779 proteins, comprising the largest dynamic interactome to date. The majority of interactions were unaffected early in apoptosis, but multiple complexes containing known caspase targets were disassembled. Nonetheless, proteome-wide analysis of proteolytic processing by terminal amine isotopic labeling of substrates (TAILS) revealed little correlation between proteolytic and interactome changes. Our findings show that, in apoptosis, significant interactome alterations occur before and independently of caspase activity. Thus, apoptosis initiation includes a tight program of interactome rearrangement, leading to disassembly of relatively few, select complexes. These early interactome alterations occur independently of cleavage of these protein by caspases.
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Affiliation(s)
- Nichollas E Scott
- Michael Smith Laboratories, University of British Columbia, Vancouver, BC, Canada.,Department of Biochemistry and Molecular Biology, University of British Columbia, Vancouver, BC, Canada
| | - Lindsay D Rogers
- Department of Oral Biological and Medical Sciences, University of British Columbia, Vancouver, BC, Canada.,Centre for Blood Research, University of British Columbia, Vancouver, BC, Canada
| | - Anna Prudova
- Michael Smith Laboratories, University of British Columbia, Vancouver, BC, Canada.,Department of Biochemistry and Molecular Biology, University of British Columbia, Vancouver, BC, Canada
| | - Nat F Brown
- Michael Smith Laboratories, University of British Columbia, Vancouver, BC, Canada.,Department of Biochemistry and Molecular Biology, University of British Columbia, Vancouver, BC, Canada
| | - Nikolaus Fortelny
- Michael Smith Laboratories, University of British Columbia, Vancouver, BC, Canada.,Department of Biochemistry and Molecular Biology, University of British Columbia, Vancouver, BC, Canada.,Centre for Blood Research, University of British Columbia, Vancouver, BC, Canada
| | - Christopher M Overall
- Department of Biochemistry and Molecular Biology, University of British Columbia, Vancouver, BC, Canada.,Department of Oral Biological and Medical Sciences, University of British Columbia, Vancouver, BC, Canada.,Centre for Blood Research, University of British Columbia, Vancouver, BC, Canada
| | - Leonard J Foster
- Michael Smith Laboratories, University of British Columbia, Vancouver, BC, Canada .,Department of Biochemistry and Molecular Biology, University of British Columbia, Vancouver, BC, Canada
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261
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Rif1-Dependent Regulation of Genome Replication in Mammals. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2017; 1042:259-272. [DOI: 10.1007/978-981-10-6955-0_12] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
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262
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Maccarrone G, Bonfiglio JJ, Silberstein S, Turck CW, Martins-de-Souza D. Characterization of a Protein Interactome by Co-Immunoprecipitation and Shotgun Mass Spectrometry. Methods Mol Biol 2017; 1546:223-234. [PMID: 27896772 DOI: 10.1007/978-1-4939-6730-8_19] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Identifying the partners of a given protein (the interactome) may provide leads about the protein's function and the molecular mechanisms in which it is involved. One of the alternative strategies used to characterize protein interactomes consists of co-immunoprecipitation (co-IP) followed by shotgun mass spectrometry. This enables the isolation and identification of a protein target in its native state and its interactome from cells or tissue lysates under physiological conditions. In this chapter, we describe a co-IP protocol for interactome studies that uses an antibody against a protein of interest bound to protein A/G plus agarose beads to isolate a protein complex. The interacting proteins may be further fractionated by SDS-PAGE, followed by in-gel tryptic digestion and nano liquid chromatography high-resolution tandem mass spectrometry (nLC ESI-MS/MS) for identification purposes. The computational tools, strategy for protein identification, and use of interactome databases also will be described.
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Affiliation(s)
- Giuseppina Maccarrone
- Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich, Germany
| | - Juan Jose Bonfiglio
- Instituto de Investigación en Biomedicina de Buenos Aires (IBioBA), CONICET, Partner Institute of the Max Planck Society, Buenos Aires, Argentina
| | - Susana Silberstein
- Instituto de Investigación en Biomedicina de Buenos Aires (IBioBA), CONICET, Partner Institute of the Max Planck Society, Buenos Aires, Argentina
| | - Christoph W Turck
- Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich, Germany
| | - Daniel Martins-de-Souza
- Laboratory of Neuroproteomics, Department of Biochemistry and Tissue Biology, Institute of Biology, University of Campinas (UNICAMP), Rua Monteiro Lobato 255, 13083-862, Campinas, SP, Brazil. .,UNICAMP's Neurobiology Center, Campinas, Brazil.
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263
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Neuert H, Yuva-Aydemir Y, Silies M, Klämbt C. Different modes of APC/C activation control growth and neuron-glia interaction in the developing Drosophila eye. Development 2017; 144:4673-4683. [DOI: 10.1242/dev.152694] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2017] [Accepted: 10/23/2017] [Indexed: 12/30/2022]
Abstract
The development of the nervous system requires tight control of cell division, fate specification and migration. The anaphase promoting complex/cyclosome (APC/C) is an E3 ubiquitin ligase that affects different steps of cell cycle progression, as well as having postmitotic functions in nervous system development. It can therefore link different developmental stages in one tissue. The two adaptor proteins Fizzy/Cdc20 and Fizzy-Related/Cdh1 confer APC/C substrate specificity. Here we show that two distinct modes of APC/C function act during Drosophila eye development. Fizzy/Cdc20 controls the early growth of the eye disc anlage and the concomitant entry of glial cells onto the disc. In contrast, fzr/cdh1 acts during neuronal patterning and photoreceptor axon growth, and subsequently affects neuron-glia interaction. To further address the postmitotic role of Fzr/Cdh1 in controlling neuron-glia interaction, we identified a series of novel APC/C candidate substrates. Four of our candidate genes are required for fzr/cdh1 dependent neuron-glia interaction, including the dynein light chain Dlc90F. Taken together, our data show how different modes of APC/C activation can couple early growth and neuron-glia interaction during eye disc development.
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Affiliation(s)
- Helen Neuert
- Institut für Neurobiologie, Universität Münster, Badestr. 9, 48149 Münster, Germany
- Present address: Department of Cellular and Physiological Sciences, Life Sciences Centre, 2350 Health Sciences Mall, University of British Columbia, Vancouver, British Columbia, V6T 1Z3, Canada
| | - Yeliz Yuva-Aydemir
- Institut für Neurobiologie, Universität Münster, Badestr. 9, 48149 Münster, Germany
- Present address: Department of Neurology, UMASS Medical School, Worcester, MA 01605, USA
| | - Marion Silies
- Institut für Neurobiologie, Universität Münster, Badestr. 9, 48149 Münster, Germany
- European Neuroscience Institute, University Medical Center Goettingen, Grisebachstr. 5, 37077 Göttingen, Germany
| | - Christian Klämbt
- Institut für Neurobiologie, Universität Münster, Badestr. 9, 48149 Münster, Germany
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264
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Lee CM, Adamchek C, Feke A, Nusinow DA, Gendron JM. Mapping Protein-Protein Interactions Using Affinity Purification and Mass Spectrometry. Methods Mol Biol 2017; 1610:231-249. [PMID: 28439867 DOI: 10.1007/978-1-4939-7003-2_15] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
The mapping of protein-protein interaction (PPI) networks and their dynamics are crucial steps to deciphering the function of a protein and its role in cellular pathways, making it critical to have comprehensive knowledge of a protein's interactome. Advances in affinity purification and mass spectrometry technology (AP-MS) have provided a powerful and unbiased method to capture higher-order protein complexes and decipher dynamic PPIs. However, the unbiased calling of nonspecific interactions and the ability to detect transient interactions remains challenging when using AP-MS, thereby hampering the detection of biologically meaningful complexes. Additionally, there are plant-specific challenges with AP-MS, such as a lack of protein-specific antibodies, which must be overcome to successfully identify PPIs. Here we discuss and describe a protocol designed to bypass the traditional challenges of AP-MS and provide a roadmap to identify bona fide PPIs in plants.
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Affiliation(s)
- Chin-Mei Lee
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT, 06511, USA
| | - Christopher Adamchek
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT, 06511, USA
| | - Ann Feke
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT, 06511, USA
| | | | - Joshua M Gendron
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT, 06511, USA.
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265
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Bandyopadhyay M, Arbet S, Bishop CP, Bidwai AP. Drosophila Protein Kinase CK2: Genetics, Regulatory Complexity and Emerging Roles during Development. Pharmaceuticals (Basel) 2016; 10:E4. [PMID: 28036067 PMCID: PMC5374408 DOI: 10.3390/ph10010004] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2016] [Revised: 12/12/2016] [Accepted: 12/19/2016] [Indexed: 01/06/2023] Open
Abstract
CK2 is a Ser/Thr protein kinase that is highly conserved amongst all eukaryotes. It is a well-known oncogenic kinase that regulates vital cell autonomous functions and animal development. Genetic studies in the fruit fly Drosophila are providing unique insights into the roles of CK2 in cell signaling, embryogenesis, organogenesis, neurogenesis, and the circadian clock, and are revealing hitherto unknown complexities in CK2 functions and regulation. Here, we review Drosophila CK2 with respect to its structure, subunit diversity, potential mechanisms of regulation, developmental abnormalities linked to mutations in the gene encoding CK2 subunits, and emerging roles in multiple aspects of eye development. We examine the Drosophila CK2 "interaction map" and the eye-specific "transcriptome" databases, which raise the prospect that this protein kinase has many additional targets in the developing eye. We discuss the possibility that CK2 functions during early retinal neurogenesis in Drosophila and mammals bear greater similarity than has been recognized, and that this conservation may extend to other developmental programs. Together, these studies underscore the immense power of the Drosophila model organism to provide new insights and avenues to further investigate developmentally relevant targets of this protein kinase.
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Affiliation(s)
| | - Scott Arbet
- Department of Biology, West Virginia University, Morgantown, WV 26506, USA.
| | - Clifton P Bishop
- Department of Biology, West Virginia University, Morgantown, WV 26506, USA.
| | - Ashok P Bidwai
- Department of Biology, West Virginia University, Morgantown, WV 26506, USA.
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266
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Abstract
We review the evolution and structure of members of the transforming growth factor β (TGF-β) family, antagonistic or agonistic modulators, and receptors that regulate TGF-β signaling in extracellular environments. The growth factor (GF) domain common to all family members and many of their antagonists evolved from a common cystine knot growth factor (CKGF) domain. The CKGF superfamily comprises six distinct families in primitive metazoans, including the TGF-β and Dan families. Compared with Wnt/Frizzled and Notch/Delta families that also specify body axes, cell fate, tissues, and other families that contain CKGF domains that evolved in parallel, the TGF-β family was the most fruitful in evolution. Complexes between the prodomains and GFs of the TGF-β family suggest a new paradigm for regulating GF release by conversion from closed- to open-arm procomplex conformations. Ternary complexes of the final step in extracellular signaling show how TGF-β GF dimers bind type I and type II receptors on the cell surface, and enable understanding of much of the specificity and promiscuity in extracellular signaling. However, structures suggest that when GFs bind repulsive guidance molecule (RGM) family coreceptors, type I receptors do not bind until reaching an intracellular, membrane-enveloped compartment, blurring the line between extra- and intracellular signaling. Modulator protein structures show how structurally diverse antagonists including follistatins, noggin, and members of the chordin family bind GFs to regulate signaling; complexes with the Dan family remain elusive. Much work is needed to understand how these molecular components assemble to form signaling hubs in extracellular environments in vivo.
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Affiliation(s)
- Andrew P Hinck
- Department of Structural Biology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania 15260
| | - Thomas D Mueller
- Department of Plant Physiology and Biophysics, Julius-von-Sachs Institute of the University Wuerzburg, D-97082 Wuerzburg, Germany
| | - Timothy A Springer
- Program in Cellular and Molecular Medicine and Division of Hematology, Department of Medicine, Boston Children's Hospital, Boston, Massachusetts 02115
- Department of Biological Chemistry and Pharmacology, Harvard Medical School, Boston, Massachusetts 02115
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267
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Xu Y, Guo M, Liu X, Wang C, Liu Y, Liu G. Identify bilayer modules via pseudo-3D clustering: applications to miRNA-gene bilayer networks. Nucleic Acids Res 2016; 44:e152. [PMID: 27484480 PMCID: PMC5741208 DOI: 10.1093/nar/gkw679] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2015] [Revised: 06/30/2016] [Accepted: 07/18/2016] [Indexed: 12/11/2022] Open
Abstract
Module identification is a frequently used approach for mining local structures with more significance in global networks. Recently, a wide variety of bilayer networks are emerging to characterize the more complex biological processes. In the light of special topological properties of bilayer networks and the accompanying challenges, there is yet no effective method aiming at bilayer module identification to probe the modular organizations from the more inspiring bilayer networks. To this end, we proposed the pseudo-3D clustering algorithm, which starts from extracting initial non-hierarchically organized modules and then iteratively deciphers the hierarchical organization of modules according to a bottom-up strategy. Specifically, a modularity function for bilayer modules was proposed to facilitate the algorithm reporting the optimal partition that gives the most accurate characterization of the bilayer network. Simulation studies demonstrated its robustness and outperformance against alternative competing methods. Specific applications to both the soybean and human miRNA-gene bilayer networks demonstrated that the pseudo-3D clustering algorithm successfully identified the overlapping, hierarchically organized and highly cohesive bilayer modules. The analyses on topology, functional and human disease enrichment and the bilayer subnetwork involved in soybean fat biosynthesis provided both the theoretical and biological evidence supporting the effectiveness and robustness of pseudo-3D clustering algorithm.
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Affiliation(s)
- Yungang Xu
- School of Computer Science and Technology, Harbin Institute of Technology, Harbin 150001, China
- School of Life Science and Technology, Harbin Institute of Technology, Harbin 150001, China
| | - Maozu Guo
- School of Computer Science and Technology, Harbin Institute of Technology, Harbin 150001, China
| | - Xiaoyan Liu
- School of Computer Science and Technology, Harbin Institute of Technology, Harbin 150001, China
| | - Chunyu Wang
- School of Computer Science and Technology, Harbin Institute of Technology, Harbin 150001, China
| | - Yang Liu
- School of Computer Science and Technology, Harbin Institute of Technology, Harbin 150001, China
| | - Guojun Liu
- School of Computer Science and Technology, Harbin Institute of Technology, Harbin 150001, China
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268
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Susan Celniker: Foundational Resources To Study a Dynamic Genome. Genetics 2016; 204:845-848. [PMID: 28114099 PMCID: PMC5105864 DOI: 10.1534/genetics.116.196261] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
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269
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Catrina IE, Bayer LV, Yanez G, McLaughlin JM, Malaczek K, Bagaeva E, Marras SAE, Bratu DP. The temporally controlled expression of Drongo, the fruit fly homolog of AGFG1, is achieved in female germline cells via P-bodies and its localization requires functional Rab11. RNA Biol 2016; 13:1117-1132. [PMID: 27654348 PMCID: PMC5100350 DOI: 10.1080/15476286.2016.1218592] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2016] [Revised: 07/22/2016] [Accepted: 07/26/2016] [Indexed: 10/21/2022] Open
Abstract
To achieve proper RNA transport and localization, RNA viruses exploit cellular vesicular trafficking pathways. AGFG1, a host protein essential for HIV-1 and Influenza A replication, has been shown to mediate release of intron-containing viral RNAs from the perinuclear region. It is still unknown what its precise role in this release is, or whether AGFG1 also participates in cytoplasmic transport. We report for the first time the expression patterns during oogenesis for Drongo, the fruit fly homolog of AGFG1. We find that temporally controlled Drongo expression is achieved by translational repression of drongo mRNA within P-bodies. Here we show a first link between the recycling endosome pathway and Drongo, and find that proper Drongo localization at the oocyte's cortex during mid-oogenesis requires functional Rab11.
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Affiliation(s)
- Irina E. Catrina
- Biological Sciences Department, Hunter College, City University of New York, New York, NY, USA
| | - Livia V. Bayer
- Biological Sciences Department, Hunter College, City University of New York, New York, NY, USA
- Program in Molecular, Cellular, and Developmental Biology, The Graduate Center, City University of New York, New York, NY, USA
| | - Giussepe Yanez
- Biological Sciences Department, Hunter College, City University of New York, New York, NY, USA
| | - John M. McLaughlin
- Biological Sciences Department, Hunter College, City University of New York, New York, NY, USA
- Program in Molecular, Cellular, and Developmental Biology, The Graduate Center, City University of New York, New York, NY, USA
| | - Kornelia Malaczek
- Biological Sciences Department, Hunter College, City University of New York, New York, NY, USA
| | - Ekaterina Bagaeva
- Biological Sciences Department, Hunter College, City University of New York, New York, NY, USA
| | - Salvatore A. E. Marras
- Department of Microbiology, Biochemistry & Molecular Genetics, Public Health Research Institute, New Jersey Medical School - Rutgers, The State University of New Jersey, Newark, NJ, USA
| | - Diana P. Bratu
- Biological Sciences Department, Hunter College, City University of New York, New York, NY, USA
- Program in Molecular, Cellular, and Developmental Biology, The Graduate Center, City University of New York, New York, NY, USA
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270
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Odnokoz O, Nakatsuka K, Klichko VI, Nguyen J, Solis LC, Ostling K, Badinloo M, Orr WC, Radyuk SN. Mitochondrial peroxiredoxins are essential in regulating the relationship between Drosophila immunity and aging. Biochim Biophys Acta Mol Basis Dis 2016; 1863:68-80. [PMID: 27770625 DOI: 10.1016/j.bbadis.2016.10.017] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2016] [Revised: 09/17/2016] [Accepted: 10/18/2016] [Indexed: 11/30/2022]
Abstract
Previously, we have shown that flies under-expressing the two mitochondrial peroxiredoxins (Prxs), dPrx3 and dPrx5, display increases in tissue-specific apoptosis and dramatically shortened life span, associated with a redox crisis, manifested as changes in GSH:GSSG and accumulation of protein mixed disulfides. To identify specific pathways responsible for the observed biological effects, we performed a transcriptome analysis. Functional clustering revealed a prominent group enriched for immunity-related genes, including a considerable number of NF-kB-dependent antimicrobial peptides (AMP) that are up-regulated in the Prx double mutant. Using qRT-PCR analysis we determined that the age-dependent changes in AMP levels in mutant flies were similar to those observed in controls when scaled to percentage of life span. To further clarify the role of Prx-dependent mitochondrial signaling, we expressed different forms of dPrx5, which unlike the uniquely mitochondrial dPrx3 is found in multiple subcellular compartments, including mitochondrion, nucleus and cytosol. Ectopic expression of dPrx5 in mitochondria but not nucleus or cytosol partially extended longevity under normal or oxidative stress conditions while complete restoration of life span occurred when all three forms of dPrx5 were expressed from the wild type dPrx5 transgene. When dPrx5 was expressed in mitochondria or in all three compartments, it substantially delayed the development of hyperactive immunity while expression of cytosolic or nuclear forms had no effect on the immune phenotype. The data suggest a critical role of mitochondria in development of chronic activation of the immune response triggered by impaired redox control.
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Affiliation(s)
- Olena Odnokoz
- Department of Biological Sciences, Southern Methodist University, Dallas, TX, USA
| | - Kyle Nakatsuka
- Department of Biological Sciences, Southern Methodist University, Dallas, TX, USA
| | - Vladimir I Klichko
- Department of Biological Sciences, Southern Methodist University, Dallas, TX, USA
| | - Jacqueline Nguyen
- Department of Biological Sciences, Southern Methodist University, Dallas, TX, USA
| | - Liz Calderon Solis
- Department of Biological Sciences, Southern Methodist University, Dallas, TX, USA
| | - Kaitlin Ostling
- Department of Biological Sciences, Southern Methodist University, Dallas, TX, USA
| | - Marziyeh Badinloo
- Department of Biological Sciences, Southern Methodist University, Dallas, TX, USA
| | - William C Orr
- Department of Biological Sciences, Southern Methodist University, Dallas, TX, USA
| | - Svetlana N Radyuk
- Department of Biological Sciences, Southern Methodist University, Dallas, TX, USA.
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271
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Grant P, Maga T, Loshakov A, Singhal R, Wali A, Nwankwo J, Baron K, Johnson D. An Eye on Trafficking Genes: Identification of Four Eye Color Mutations in Drosophila. G3 (BETHESDA, MD.) 2016; 6:3185-3196. [PMID: 27558665 PMCID: PMC5068940 DOI: 10.1534/g3.116.032508] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/17/2016] [Accepted: 08/02/2016] [Indexed: 12/30/2022]
Abstract
Genes that code for proteins involved in organelle biogenesis and intracellular trafficking produce products that are critical in normal cell function . Conserved orthologs of these are present in most or all eukaryotes, including Drosophila melanogaster Some of these genes were originally identified as eye color mutants with decreases in both types of pigments found in the fly eye. These criteria were used for identification of such genes, four eye color mutations that are not annotated in the genome sequence: chocolate, maroon, mahogany, and red Malpighian tubules were molecularly mapped and their genome sequences have been evaluated. Mapping was performed using deletion analysis and complementation tests. chocolate is an allele of the VhaAC39-1 gene, which is an ortholog of the Vacuolar H+ ATPase AC39 subunit 1. maroon corresponds to the Vps16A gene and its product is part of the HOPS complex, which participates in transport and organelle fusion. red Malpighian tubule is the CG12207 gene, which encodes a protein of unknown function that includes a LysM domain. mahogany is the CG13646 gene, which is predicted to be an amino acid transporter. The strategy of identifying eye color genes based on perturbations in quantities of both types of eye color pigments has proven useful in identifying proteins involved in trafficking and biogenesis of lysosome-related organelles. Mutants of these genes can form the basis of valuable in vivo models to understand these processes.
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Affiliation(s)
- Paaqua Grant
- Department of Biological Sciences, The George Washington University, Washington, DC 20052
| | - Tara Maga
- Department of Biological Sciences, The George Washington University, Washington, DC 20052 Undergraduate Summer Research Program, Department of Biological Sciences, The George Washington University, Washington, DC 20052
| | - Anna Loshakov
- Department of Biological Sciences, The George Washington University, Washington, DC 20052
| | - Rishi Singhal
- Department of Biological Sciences, The George Washington University, Washington, DC 20052
| | - Aminah Wali
- Undergraduate Summer Research Program, Department of Biological Sciences, The George Washington University, Washington, DC 20052
| | - Jennifer Nwankwo
- Undergraduate Summer Research Program, Department of Biological Sciences, The George Washington University, Washington, DC 20052
| | - Kaitlin Baron
- Department of Biological Sciences, The George Washington University, Washington, DC 20052
| | - Diana Johnson
- Department of Biological Sciences, The George Washington University, Washington, DC 20052
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272
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Poly(ADP-Ribosyl)ation of hnRNP A1 Protein Controls Translational Repression in Drosophila. Mol Cell Biol 2016; 36:2476-86. [PMID: 27402862 DOI: 10.1128/mcb.00207-16] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2016] [Accepted: 06/27/2016] [Indexed: 01/14/2023] Open
Abstract
Poly(ADP-ribosyl)ation of heterogeneous nuclear ribonucleoproteins (hnRNPs) regulates the posttranscriptional fate of RNA during development. Drosophila hnRNP A1, Hrp38, is required for germ line stem cell maintenance and oocyte localization. The mRNA targets regulated by Hrp38 are mostly unknown. We identified 428 Hrp38-associated gene transcripts in the fly ovary, including mRNA of the translational repressor Nanos. We found that Hrp38 binds to the 3' untranslated region (UTR) of Nanos mRNA, which contains a translation control element. We have demonstrated that translation of the luciferase reporter bearing the Nanos 3' UTR is enhanced by dsRNA-mediated Hrp38 knockdown as well as by mutating potential Hrp38-binding sites. Our data show that poly(ADP-ribosyl)ation inhibits Hrp38 binding to the Nanos 3' UTR, increasing the translation in vivo and in vitro hrp38 and Parg null mutants showed an increased ectopic Nanos translation early in the embryo. We conclude that Hrp38 represses Nanos translation, whereas its poly(ADP-ribosyl)ation relieves the repression effect, allowing restricted Nanos expression in the posterior germ plasm during oogenesis and early embryogenesis.
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273
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A centrosome interactome provides insight into organelle assembly and reveals a non-duplication role for Plk4. Nat Commun 2016; 7:12476. [PMID: 27558293 PMCID: PMC5007297 DOI: 10.1038/ncomms12476] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2016] [Accepted: 07/05/2016] [Indexed: 02/06/2023] Open
Abstract
The centrosome is the major microtubule-organizing centre of many cells, best known for its role in mitotic spindle organization. How the proteins of the centrosome are accurately assembled to carry out its many functions remains poorly understood. The non-membrane-bound nature of the centrosome dictates that protein-protein interactions drive its assembly and functions. To investigate this massive macromolecular organelle, we generated a 'domain-level' centrosome interactome using direct protein-protein interaction data from a focused yeast two-hybrid screen. We then used biochemistry, cell biology and the model organism Drosophila to provide insight into the protein organization and kinase regulatory machinery required for centrosome assembly. Finally, we identified a novel role for Plk4, the master regulator of centriole duplication. We show that Plk4 phosphorylates Cep135 to properly position the essential centriole component Asterless. This interaction landscape affords a critical framework for research of normal and aberrant centrosomes.
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274
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Abstract
Fruit flies of the genus Drosophila have been an attractive and effective genetic model organism since Thomas Hunt Morgan and colleagues made seminal discoveries with them a century ago. Work with Drosophila has enabled dramatic advances in cell and developmental biology, neurobiology and behavior, molecular biology, evolutionary and population genetics, and other fields. With more tissue types and observable behaviors than in other short-generation model organisms, and with vast genome data available for many species within the genus, the fly's tractable complexity will continue to enable exciting opportunities to explore mechanisms of complex developmental programs, behaviors, and broader evolutionary questions. This primer describes the organism's natural history, the features of sequenced genomes within the genus, the wide range of available genetic tools and online resources, the types of biological questions Drosophila can help address, and historical milestones.
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275
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Ji Y, Thomas C, Tulin N, Lodhi N, Boamah E, Kolenko V, Tulin AV. Charon Mediates Immune Deficiency-Driven PARP-1-Dependent Immune Responses in Drosophila. THE JOURNAL OF IMMUNOLOGY 2016; 197:2382-9. [PMID: 27527593 DOI: 10.4049/jimmunol.1600994] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/08/2016] [Accepted: 07/13/2016] [Indexed: 12/17/2022]
Abstract
Regulation of NF-κB nuclear translocation and stability is central to mounting an effective innate immune response. In this article, we describe a novel molecular mechanism controlling NF-κB-dependent innate immune response. We show that a previously unknown protein, termed as Charon, functions as a regulator of antibacterial and antifungal immune defense in Drosophila Charon is an ankyrin repeat-containing protein that mediates poly(ADP-ribose) polymerase-1 (PARP-1)-dependent transcriptional responses downstream of the innate immune pathway. Our results demonstrate that Charon interacts with the NF-κB ortholog Relish inside perinuclear particles and delivers active Relish to PARP-1-bearing promoters, thus triggering NF-κB/PARP-1-dependent transcription of antimicrobial peptides. Ablating the expression of Charon prevents Relish from targeting promoters of antimicrobial genes and effectively suppresses the innate immune transcriptional response. Taken together, these results implicate Charon as an essential mediator of PARP-1-dependent transcription in the innate immune pathway. Thus, to our knowledge, our results are the first to describe the molecular mechanism regulating translocation of the NF-κB subunit from cytoplasm to chromatin.
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Affiliation(s)
- Yingbiao Ji
- Fox Chase Cancer Center, Philadelphia, PA 19111
| | | | | | - Niraj Lodhi
- Fox Chase Cancer Center, Philadelphia, PA 19111
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276
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Li M, Tang Y, Wu X, Wang J, Wu FX, Pan Y. C-DEVA: Detection, evaluation, visualization and annotation of clusters from biological networks. Biosystems 2016; 150:78-86. [PMID: 27530307 DOI: 10.1016/j.biosystems.2016.08.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2015] [Revised: 07/21/2016] [Accepted: 08/08/2016] [Indexed: 10/21/2022]
Abstract
With the progress of studies and researches on the biological networks, plenty of excellent clustering algorithms have been proposed. Nevertheless, not only different algorithms but also the same algorithms with different characteristics result in different performances on the same biological networks. Therefore, it might be difficult for researchers to choose an appropriate clustering algorithm to use for a specific network. Here we present C-DEVA, a comprehensive platform for Detecting clusters from biological networks and its Evaluation, Visualization and Annotation analysis. Ten clustering methods are provided in C-DEVA, covering different types of clustering algorithms, with a discrepancy in principle of each type. For the identified complexes, there are over ten popular and traditional bio-statistical measurements to assess them. And multi-source biological information has been integrated in C-DEVA, such as biology-functional annotations, and gold standard complex sets, which are collected from latest datasets in major databases or related papers. Furthermore, visualization analyses are available throughout the whole workflow, which endows C-DEVA with good usability and simple manipulation. To assure extensibility, development interfaces are offered in C-DEVA, for integrating new clustering as well as evaluating methods. Additionally, operations to the network as for example network randomization are also supported. C-DEVA provides a complete tool for identifying clusters from biological networks. Multiple options are offered during the analysis process, including detection methods, evaluation metrics and visualization modules. In addition, researchers could customize C-DEVA for the workflow according to the properties of their networks, and find the most ideal results. C-DEVA is released under the GNU General Public License (GPL), and the source code and binaries are freely available at https://github.com/cici333/c-deva.
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Affiliation(s)
- Min Li
- School of Information Science and Engineering, Central South University, Changsha, 410083, China.
| | - Yu Tang
- School of Information Science and Engineering, Central South University, Changsha, 410083, China.
| | - Xuehong Wu
- School of Information Science and Engineering, Central South University, Changsha, 410083, China.
| | - Jianxin Wang
- School of Information Science and Engineering, Central South University, Changsha, 410083, China.
| | - Fang-Xiang Wu
- School of Information Science and Engineering, Central South University, Changsha, 410083, China; Division of Biomedical Engineering and Department of Mechanical Engineering, University of Saskatchewan, Saskatoon, SK, S7N 5A9, Canada.
| | - Yi Pan
- School of Information Science and Engineering, Central South University, Changsha, 410083, China; Department of Computer Science, Georgia State University, Atlanta, GA, 30302-4110, USA.
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277
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Swenson JM, Colmenares SU, Strom AR, Costes SV, Karpen GH. The composition and organization of Drosophila heterochromatin are heterogeneous and dynamic. eLife 2016; 5:e16096. [PMID: 27514026 PMCID: PMC4981497 DOI: 10.7554/elife.16096] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2016] [Accepted: 07/06/2016] [Indexed: 12/13/2022] Open
Abstract
Heterochromatin is enriched for specific epigenetic factors including Heterochromatin Protein 1a (HP1a), and is essential for many organismal functions. To elucidate heterochromatin organization and regulation, we purified Drosophila melanogaster HP1a interactors, and performed a genome-wide RNAi screen to identify genes that impact HP1a levels or localization. The majority of the over four hundred putative HP1a interactors and regulators identified were previously unknown. We found that 13 of 16 tested candidates (83%) are required for gene silencing, providing a substantial increase in the number of identified components that impact heterochromatin properties. Surprisingly, image analysis revealed that although some HP1a interactors and regulators are broadly distributed within the heterochromatin domain, most localize to discrete subdomains that display dynamic localization patterns during the cell cycle. We conclude that heterochromatin composition and architecture is more spatially complex and dynamic than previously suggested, and propose that a network of subdomains regulates diverse heterochromatin functions.
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Affiliation(s)
- Joel M Swenson
- Division of Biological Systems and Engineering, Lawrence Berkeley National Laboratory, Berkeley, United States
| | - Serafin U Colmenares
- Division of Biological Systems and Engineering, Lawrence Berkeley National Laboratory, Berkeley, United States
| | - Amy R Strom
- Division of Biological Systems and Engineering, Lawrence Berkeley National Laboratory, Berkeley, United States
- Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, United States
| | - Sylvain V Costes
- Division of Biological Systems and Engineering, Lawrence Berkeley National Laboratory, Berkeley, United States
| | - Gary H Karpen
- Division of Biological Systems and Engineering, Lawrence Berkeley National Laboratory, Berkeley, United States
- Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, United States
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278
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Waaijers S, Muñoz J, Berends C, Ramalho JJ, Goerdayal SS, Low TY, Zoumaro-Djayoon AD, Hoffmann M, Koorman T, Tas RP, Harterink M, Seelk S, Kerver J, Hoogenraad CC, Bossinger O, Tursun B, van den Heuvel S, Heck AJR, Boxem M. A tissue-specific protein purification approach in Caenorhabditis elegans identifies novel interaction partners of DLG-1/Discs large. BMC Biol 2016; 14:66. [PMID: 27506200 PMCID: PMC4977824 DOI: 10.1186/s12915-016-0286-x] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2016] [Accepted: 07/19/2016] [Indexed: 01/06/2023] Open
Abstract
Background Affinity purification followed by mass spectrometry (AP/MS) is a widely used approach to identify protein interactions and complexes. In multicellular organisms, the accurate identification of protein complexes by AP/MS is complicated by the potential heterogeneity of complexes in different tissues. Here, we present an in vivo biotinylation-based approach for the tissue-specific purification of protein complexes from Caenorhabditis elegans. Tissue-specific biotinylation is achieved by the expression in select tissues of the bacterial biotin ligase BirA, which biotinylates proteins tagged with the Avi peptide. Results We generated N- and C-terminal tags combining GFP with the Avi peptide sequence, as well as four BirA driver lines expressing BirA ubiquitously and specifically in the seam and hyp7 epidermal cells, intestine, or neurons. We validated the ability of our approach to identify bona fide protein interactions by identifying the known LGL-1 interaction partners PAR-6 and PKC-3. Purification of the Discs large protein DLG-1 identified several candidate interaction partners, including the AAA-type ATPase ATAD-3 and the uncharacterized protein MAPH-1.1. We have identified the domains that mediate the DLG-1/ATAD-3 interaction, and show that this interaction contributes to C. elegans development. MAPH-1.1 co-purified specifically with DLG-1 purified from neurons, and shared limited homology with the microtubule-associated protein MAP1A, a known neuronal interaction partner of mammalian DLG4/PSD95. A CRISPR/Cas9-engineered GFP::MAPH-1.1 fusion was broadly expressed and co-localized with microtubules. Conclusions The method we present here is able to purify protein complexes from specific tissues. We uncovered a series of DLG-1 interactors, and conclude that ATAD-3 is a biologically relevant interaction partner of DLG-1. Finally, we conclude that MAPH-1.1 is a microtubule-associated protein of the MAP1 family and a candidate neuron-specific interaction partner of DLG-1. Electronic supplementary material The online version of this article (doi:10.1186/s12915-016-0286-x) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Selma Waaijers
- Developmental Biology, Department of Biology, Faculty of Science, Utrecht University, Padualaan 8, 3584 CH, Utrecht, The Netherlands.,Present address: Department of Physiology, Radboud University Medical Center, Geert Grooteplein 26, 6525 GA, Nijmegen, The Netherlands
| | - Javier Muñoz
- Biomolecular Mass Spectrometry and Proteomics, Bijvoet Center for Biomolecular Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Padualaan 8, 3584 CH, Utrecht, The Netherlands.,Netherlands Proteomics Centre, Padualaan 8, 3584 CH, Utrecht, The Netherlands.,Present address: Proteomics Unit, Spanish National Cancer Research Centre (CNIO), ProteoRed-ISCIII, 28029, Madrid, Spain
| | - Christian Berends
- Developmental Biology, Department of Biology, Faculty of Science, Utrecht University, Padualaan 8, 3584 CH, Utrecht, The Netherlands
| | - João J Ramalho
- Developmental Biology, Department of Biology, Faculty of Science, Utrecht University, Padualaan 8, 3584 CH, Utrecht, The Netherlands
| | - Soenita S Goerdayal
- Biomolecular Mass Spectrometry and Proteomics, Bijvoet Center for Biomolecular Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Padualaan 8, 3584 CH, Utrecht, The Netherlands.,Netherlands Proteomics Centre, Padualaan 8, 3584 CH, Utrecht, The Netherlands
| | - Teck Y Low
- Biomolecular Mass Spectrometry and Proteomics, Bijvoet Center for Biomolecular Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Padualaan 8, 3584 CH, Utrecht, The Netherlands.,Netherlands Proteomics Centre, Padualaan 8, 3584 CH, Utrecht, The Netherlands
| | - Adja D Zoumaro-Djayoon
- Biomolecular Mass Spectrometry and Proteomics, Bijvoet Center for Biomolecular Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Padualaan 8, 3584 CH, Utrecht, The Netherlands.,Netherlands Proteomics Centre, Padualaan 8, 3584 CH, Utrecht, The Netherlands
| | - Michael Hoffmann
- Institut für Wissenschaftliche Medizin, D-40591, Düsseldorf, Germany
| | - Thijs Koorman
- Developmental Biology, Department of Biology, Faculty of Science, Utrecht University, Padualaan 8, 3584 CH, Utrecht, The Netherlands.,Present address: Center for Cancer Research and Department of Pathology, Massachusetts General Hospital and Harvard Medical School Department of Pathology, 149 13th Street, 02129, Charlestown, MA, USA
| | - Roderick P Tas
- Cell Biology, Department of Biology, Faculty of Science, Utrecht University, Padualaan 8, 3584 CH, Utrecht, The Netherlands
| | - Martin Harterink
- Cell Biology, Department of Biology, Faculty of Science, Utrecht University, Padualaan 8, 3584 CH, Utrecht, The Netherlands
| | - Stefanie Seelk
- Berlin Institute for Medical Systems Biology (BIMSB), Max Delbrueck Center for Molecular Medicine (MDC) in the Helmholtz Association, Robert-Roessle-Strasse 10, Berlin, 13125, Germany
| | - Jana Kerver
- Developmental Biology, Department of Biology, Faculty of Science, Utrecht University, Padualaan 8, 3584 CH, Utrecht, The Netherlands
| | - Casper C Hoogenraad
- Cell Biology, Department of Biology, Faculty of Science, Utrecht University, Padualaan 8, 3584 CH, Utrecht, The Netherlands
| | - Olaf Bossinger
- Molecular Cell Biology, Anatomy I, University of Cologne, D-50937, Cologne, Germany
| | - Baris Tursun
- Berlin Institute for Medical Systems Biology (BIMSB), Max Delbrueck Center for Molecular Medicine (MDC) in the Helmholtz Association, Robert-Roessle-Strasse 10, Berlin, 13125, Germany.
| | - Sander van den Heuvel
- Developmental Biology, Department of Biology, Faculty of Science, Utrecht University, Padualaan 8, 3584 CH, Utrecht, The Netherlands
| | - Albert J R Heck
- Biomolecular Mass Spectrometry and Proteomics, Bijvoet Center for Biomolecular Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Padualaan 8, 3584 CH, Utrecht, The Netherlands.,Netherlands Proteomics Centre, Padualaan 8, 3584 CH, Utrecht, The Netherlands
| | - Mike Boxem
- Developmental Biology, Department of Biology, Faculty of Science, Utrecht University, Padualaan 8, 3584 CH, Utrecht, The Netherlands.
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279
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Burke C, Trinh K, Nadar V, Sanyal S. AxGxE: Using Flies to Interrogate the Complex Etiology of Neurodegenerative Disease. Curr Top Dev Biol 2016; 121:225-251. [PMID: 28057301 DOI: 10.1016/bs.ctdb.2016.07.007] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Progressive and late-onset neurological disorders such as Parkinson's disease and Alzheimer's disease affect up to 50 million people globally-a number postulated to double every 20 years in a continually aging population. While predisposing allelic variants in several genes clearly confer risk, individual age and specific environmental influences are equally important discriminators of disease onset age and progression. However, none of these factors can independently predict disease with significant precision. Therefore, we must actively develop models that accommodate contributions from all factors, potentially resulting in an A × G × E (age-gene-environment) metric that reflects individual cumulative risk and reliably forecasts disease outcomes. This effort can only be enabled by a deep quantitative understanding of the contribution of these factors to neurodegenerative disease, both individually and in combination. This is also an important consideration because neuronal loss typically precedes clinical presentation and disease-modifying therapies are contingent on early diagnosis that is likely to be informed by an accurate estimation of individual risk. Although epidemiological studies continue to make strong advances in these areas with the advent of powerful "omics"-based approaches, systematic phenotypic modeling of AxGxE interactions is currently more feasible in model organisms such as Drosophila melanogaster where all three parameters can be manipulated with manageable experimental burden. Here, we outline the advantages of using fruit flies for investigating these complex interactions and highlight potential approaches that might help synthesize existing information from diverse fields into a cogent description of age-dependent, environmental, and genetic risk factors in the pathophysiology of neurological disorders.
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Affiliation(s)
- C Burke
- Neurology Research, Biogen, Cambridge, MA United States
| | - K Trinh
- Neurology Research, Biogen, Cambridge, MA United States
| | - V Nadar
- Neurology Research, Biogen, Cambridge, MA United States
| | - S Sanyal
- Neurology Research, Biogen, Cambridge, MA United States.
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280
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Partial Functional Diversification of Drosophila melanogaster Septin Genes Sep2 and Sep5. G3-GENES GENOMES GENETICS 2016; 6:1947-57. [PMID: 27172205 PMCID: PMC4938648 DOI: 10.1534/g3.116.028886] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
The septin family of hetero-oligomeric complex-forming proteins can be divided into subgroups, and subgroup members are interchangeable at specific positions in the septin complex. Drosophila melanogaster has five septin genes, including the two SEPT6 subgroup members Sep2 and Sep5. We previously found that Sep2 has a unique function in oogenesis, which is not performed by Sep5. Here, we find that Sep2 is uniquely required for follicle cell encapsulation of female germline cysts, and that Sep2 and Sep5 are redundant for follicle cell proliferation. The five D. melanogaster septins localize similarly in oogenesis, including as rings flanking the germline ring canals. Pnut fails to localize in Sep5; Sep2 double mutant follicle cells, indicating that septin complexes fail to form in the absence of both Sep2 and Sep5. We also find that mutations in septins enhance the mutant phenotype of bazooka, a key component in the establishment of cell polarity, suggesting a link between septin function and cell polarity. Overall, this work suggests that Sep5 has undergone partial loss of ancestral protein function, and demonstrates redundant and unique functions of septins.
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281
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Borg RM, Fenech Salerno B, Vassallo N, Bordonne R, Cauchi RJ. Disruption of snRNP biogenesis factors Tgs1 and pICln induces phenotypes that mirror aspects of SMN-Gemins complex perturbation in Drosophila, providing new insights into spinal muscular atrophy. Neurobiol Dis 2016; 94:245-58. [PMID: 27388936 DOI: 10.1016/j.nbd.2016.06.015] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2015] [Revised: 06/20/2016] [Accepted: 06/27/2016] [Indexed: 01/27/2023] Open
Abstract
The neuromuscular disorder, spinal muscular atrophy (SMA), results from insufficient levels of the survival motor neuron (SMN) protein. Together with Gemins 2-8 and Unrip, SMN forms the large macromolecular SMN-Gemins complex, which is known to be indispensable for chaperoning the assembly of spliceosomal small nuclear ribonucleoproteins (snRNPs). It remains unclear whether disruption of this function is responsible for the selective neuromuscular degeneration in SMA. In the present study, we first show that loss of wmd, the Drosophila Unrip orthologue, has a negative impact on the motor system. However, due to lack of a functional relationship between wmd/Unrip and Gemin3, it is likely that Unrip joined the SMN-Gemins complex only recently in evolution. Second, we uncover that disruption of either Tgs1 or pICln, two cardinal players in snRNP biogenesis, results in viability and motor phenotypes that closely resemble those previously uncovered on loss of the constituent members of the SMN-Gemins complex. Interestingly, overexpression of both factors leads to motor dysfunction in Drosophila, a situation analogous to that of Gemin2. Toxicity is conserved in the yeast S. pombe where pICln overexpression induces a surplus of Sm proteins in the cytoplasm, indicating that a block in snRNP biogenesis is partly responsible for this phenotype. Importantly, we show a strong functional relationship and a physical interaction between Gemin3 and either Tgs1 or pICln. We propose that snRNP biogenesis is the pathway connecting the SMN-Gemins complex to a functional neuromuscular system, and its disturbance most likely leads to the motor dysfunction that is typical in SMA.
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Affiliation(s)
- Rebecca M Borg
- Department of Physiology and Biochemistry, Faculty of Medicine and Surgery, University of Malta, Msida, Malta; Centre for Molecular Medicine and Biobanking, Biomedical Sciences Building, University of Malta, Msida, Malta; Institut de Génétique Moléculaire de Montpellier, CNRS-UMR5535, Université Montpellier 1 and 2, Montpellier, France
| | - Benji Fenech Salerno
- Department of Physiology and Biochemistry, Faculty of Medicine and Surgery, University of Malta, Msida, Malta; Centre for Molecular Medicine and Biobanking, Biomedical Sciences Building, University of Malta, Msida, Malta
| | - Neville Vassallo
- Department of Physiology and Biochemistry, Faculty of Medicine and Surgery, University of Malta, Msida, Malta; Centre for Molecular Medicine and Biobanking, Biomedical Sciences Building, University of Malta, Msida, Malta
| | - Rémy Bordonne
- Institut de Génétique Moléculaire de Montpellier, CNRS-UMR5535, Université Montpellier 1 and 2, Montpellier, France
| | - Ruben J Cauchi
- Department of Physiology and Biochemistry, Faculty of Medicine and Surgery, University of Malta, Msida, Malta; Centre for Molecular Medicine and Biobanking, Biomedical Sciences Building, University of Malta, Msida, Malta.
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282
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de Ruyck J, Brysbaert G, Blossey R, Lensink MF. Molecular docking as a popular tool in drug design, an in silico travel. Adv Appl Bioinform Chem 2016; 9:1-11. [PMID: 27390530 PMCID: PMC4930227 DOI: 10.2147/aabc.s105289] [Citation(s) in RCA: 115] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
New molecular modeling approaches, driven by rapidly improving computational platforms, have allowed many success stories for the use of computer-assisted drug design in the discovery of new mechanism-or structure-based drugs. In this overview, we highlight three aspects of the use of molecular docking. First, we discuss the combination of molecular and quantum mechanics to investigate an unusual enzymatic mechanism of a flavoprotein. Second, we present recent advances in anti-infectious agents' synthesis driven by structural insights. At the end, we focus on larger biological complexes made by protein-protein interactions and discuss their relevance in drug design. This review provides information on how these large systems, even in the presence of the solvent, can be investigated with the outlook of drug discovery.
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Affiliation(s)
| | | | - Ralf Blossey
- University Lille, CNRS UMR8576 UGSF, Lille, France
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283
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Reconstruction and Application of Protein-Protein Interaction Network. Int J Mol Sci 2016; 17:ijms17060907. [PMID: 27338356 PMCID: PMC4926441 DOI: 10.3390/ijms17060907] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2016] [Revised: 05/31/2016] [Accepted: 06/03/2016] [Indexed: 11/17/2022] Open
Abstract
The protein-protein interaction network (PIN) is a useful tool for systematic investigation of the complex biological activities in the cell. With the increasing interests on the proteome-wide interaction networks, PINs have been reconstructed for many species, including virus, bacteria, plants, animals, and humans. With the development of biological techniques, the reconstruction methods of PIN are further improved. PIN has gradually penetrated many fields in biological research. In this work we systematically reviewed the development of PIN in the past fifteen years, with respect to its reconstruction and application of function annotation, subsystem investigation, evolution analysis, hub protein analysis, and regulation mechanism analysis. Due to the significant role of PIN in the in-depth exploration of biological process mechanisms, PIN will be preferred by more and more researchers for the systematic study of the protein systems in various kinds of organisms.
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284
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Guo L, Zaysteva O, Nie Z, Mitchell NC, Amanda Lee JE, Ware T, Parsons L, Luwor R, Poortinga G, Hannan RD, Levens DL, Quinn LM. Defining the essential function of FBP/KSRP proteins: Drosophila Psi interacts with the mediator complex to modulate MYC transcription and tissue growth. Nucleic Acids Res 2016; 44:7646-58. [PMID: 27207882 PMCID: PMC5027480 DOI: 10.1093/nar/gkw461] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2016] [Accepted: 05/17/2016] [Indexed: 12/21/2022] Open
Abstract
Despite two decades of research, the major function of FBP-family KH domain proteins during animal development remains controversial. The literature is divided between RNA processing and transcriptional functions for these single stranded nucleic acid binding proteins. Using Drosophila, where the three mammalian FBP proteins (FBP1-3) are represented by one ortholog, Psi, we demonstrate the primary developmental role is control of cell and tissue growth. Co-IP-mass spectrometry positioned Psi in an interactome predominantly comprised of RNA Polymerase II (RNA Pol II) transcriptional machinery and we demonstrate Psi is a potent transcriptional activator. The most striking interaction was between Psi and the transcriptional mediator (MED) complex, a known sensor of signaling inputs. Moreover, genetic manipulation of MED activity modified Psi-dependent growth, which suggests Psi interacts with MED to integrate developmental growth signals. Our data suggest the key target of the Psi/MED network in controlling developmentally regulated tissue growth is the transcription factor MYC. As FBP1 has been implicated in controlling expression of the MYC oncogene, we predict interaction between MED and FBP1 might also have implications for cancer initiation and progression.
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Affiliation(s)
- Linna Guo
- School of Biomedical Sciences, University of Melbourne, Parkville, VIC 3010, Australia
| | - Olga Zaysteva
- School of Biomedical Sciences, University of Melbourne, Parkville, VIC 3010, Australia
| | - Zuqin Nie
- Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Naomi C Mitchell
- School of Biomedical Sciences, University of Melbourne, Parkville, VIC 3010, Australia
| | - Jue Er Amanda Lee
- School of Biomedical Sciences, University of Melbourne, Parkville, VIC 3010, Australia
| | - Thomas Ware
- Department of Surgery, University of Melbourne, Royal Melbourne Hospital, Parkville, VIC 3010, Australia
| | - Linda Parsons
- School of Biomedical Sciences, University of Melbourne, Parkville, VIC 3010, Australia
| | - Rodney Luwor
- Department of Surgery, University of Melbourne, Royal Melbourne Hospital, Parkville, VIC 3010, Australia
| | - Gretchen Poortinga
- Peter MacCallum Cancer Centre, St. Andrews Place, East Melbourne, VIC 3002, Australia
| | - Ross D Hannan
- Department of Medicine, St. Vincent's Hospital, University of Melbourne, Parkville, VIC 3010, Australia Department of Cancer Biology and Therapeutics, The John Curtin School of Medical Research, The Australian National University, Canberra City, ACT 2600, Australia
| | - David L Levens
- Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Leonie M Quinn
- School of Biomedical Sciences, University of Melbourne, Parkville, VIC 3010, Australia
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285
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Long-Term Memory in Drosophila Is Influenced by Histone Deacetylase HDAC4 Interacting with SUMO-Conjugating Enzyme Ubc9. Genetics 2016; 203:1249-64. [PMID: 27182943 DOI: 10.1534/genetics.115.183194] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2016] [Accepted: 04/29/2016] [Indexed: 12/28/2022] Open
Abstract
HDAC4 is a potent memory repressor with overexpression of wild type or a nuclear-restricted mutant resulting in memory deficits. Interestingly, reduction of HDAC4 also impairs memory via an as yet unknown mechanism. Although histone deacetylase family members are important mediators of epigenetic mechanisms in neurons, HDAC4 is predominantly cytoplasmic in the brain and there is increasing evidence for interactions with nonhistone proteins, suggesting HDAC4 has roles beyond transcriptional regulation. To that end, we performed a genetic interaction screen in Drosophila and identified 26 genes that interacted with HDAC4, including Ubc9, the sole SUMO E2-conjugating enzyme. RNA interference-induced reduction of Ubc9 in the adult brain impaired long-term memory in the courtship suppression assay, a Drosophila model of associative memory. We also demonstrate that HDAC4 and Ubc9 interact genetically during memory formation, opening new avenues for investigating the mechanisms through which HDAC4 regulates memory formation and other neurological processes.
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286
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Buntru A, Trepte P, Klockmeier K, Schnoegl S, Wanker EE. Current Approaches Toward Quantitative Mapping of the Interactome. Front Genet 2016; 7:74. [PMID: 27200083 PMCID: PMC4854875 DOI: 10.3389/fgene.2016.00074] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2015] [Accepted: 04/18/2016] [Indexed: 01/01/2023] Open
Abstract
Protein–protein interactions (PPIs) play a key role in many, if not all, cellular processes. Disease is often caused by perturbation of PPIs, as recently indicated by studies of missense mutations. To understand the associations of proteins and to unravel the global picture of PPIs in the cell, different experimental detection techniques for PPIs have been established. Genetic and biochemical methods such as the yeast two-hybrid system or affinity purification-based approaches are well suited to high-throughput, proteome-wide screening and are mainly used to obtain qualitative results. However, they have been criticized for not reflecting the cellular situation or the dynamic nature of PPIs. In this review, we provide an overview of various genetic methods that go beyond qualitative detection and allow quantitative measuring of PPIs in mammalian cells, such as dual luminescence-based co-immunoprecipitation, Förster resonance energy transfer or luminescence-based mammalian interactome mapping with bait control. We discuss the strengths and weaknesses of different techniques and their potential applications in biomedical research.
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Affiliation(s)
| | - Philipp Trepte
- Max Delbrueck Center for Molecular Medicine Berlin, Germany
| | | | | | - Erich E Wanker
- Max Delbrueck Center for Molecular Medicine Berlin, Germany
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287
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Makhnovskii PA, Kuzmin IV, Nefedova LN, Kima AI. Functional analysis of Grp and Iris, the gag and env domesticated errantivirus genes, in the Drosophila melanogaster genome. Mol Biol 2016. [DOI: 10.1134/s0026893316020151] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
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288
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Yue J, Xu W, Ban R, Huang S, Miao M, Tang X, Liu G, Liu Y. PTIR: Predicted Tomato Interactome Resource. Sci Rep 2016; 6:25047. [PMID: 27121261 PMCID: PMC4848565 DOI: 10.1038/srep25047] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2015] [Accepted: 04/08/2016] [Indexed: 01/18/2023] Open
Abstract
Protein-protein interactions (PPIs) are involved in almost all biological processes and form the basis of the entire interactomics systems of living organisms. Identification and characterization of these interactions are fundamental to elucidating the molecular mechanisms of signal transduction and metabolic pathways at both the cellular and systemic levels. Although a number of experimental and computational studies have been performed on model organisms, the studies exploring and investigating PPIs in tomatoes remain lacking. Here, we developed a Predicted Tomato Interactome Resource (PTIR), based on experimentally determined orthologous interactions in six model organisms. The reliability of individual PPIs was also evaluated by shared gene ontology (GO) terms, co-evolution, co-expression, co-localization and available domain-domain interactions (DDIs). Currently, the PTIR covers 357,946 non-redundant PPIs among 10,626 proteins, including 12,291 high-confidence, 226,553 medium-confidence, and 119,102 low-confidence interactions. These interactions are expected to cover 30.6% of the entire tomato proteome and possess a reasonable distribution. In addition, ten randomly selected PPIs were verified using yeast two-hybrid (Y2H) screening or a bimolecular fluorescence complementation (BiFC) assay. The PTIR was constructed and implemented as a dedicated database and is available at http://bdg.hfut.edu.cn/ptir/index.html without registration.
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Affiliation(s)
- Junyang Yue
- School of Biotechnology and Food Engineering, Hefei University of Technology, Hefei 230009, China
| | - Wei Xu
- School of Biotechnology and Food Engineering, Hefei University of Technology, Hefei 230009, China
| | - Rongjun Ban
- School of Information Science and Technology, University of Science and Technology of China, Hefei 230026, China
| | - Shengxiong Huang
- School of Biotechnology and Food Engineering, Hefei University of Technology, Hefei 230009, China
| | - Min Miao
- School of Biotechnology and Food Engineering, Hefei University of Technology, Hefei 230009, China
| | - Xiaofeng Tang
- School of Biotechnology and Food Engineering, Hefei University of Technology, Hefei 230009, China
| | - Guoqing Liu
- School of Biotechnology and Food Engineering, Hefei University of Technology, Hefei 230009, China
| | - Yongsheng Liu
- School of Biotechnology and Food Engineering, Hefei University of Technology, Hefei 230009, China
- Ministry of Education Key Laboratory for Bio-resource and Eco-environment, College of Life Science, State Key Laboratory of Hydraulics and Mountain River Engineering, Sichuan University, Chengdu 610064, China
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289
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Shatsky M, Dong M, Liu H, Yang LL, Choi M, Singer ME, Geller JT, Fisher SJ, Hall SC, Hazen TC, Brenner SE, Butland G, Jin J, Witkowska HE, Chandonia JM, Biggin MD. Quantitative Tagless Copurification: A Method to Validate and Identify Protein-Protein Interactions. Mol Cell Proteomics 2016; 15:2186-202. [PMID: 27099342 PMCID: PMC5083090 DOI: 10.1074/mcp.m115.057117] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2016] [Indexed: 01/18/2023] Open
Abstract
Identifying protein-protein interactions (PPIs) at an acceptable false discovery rate (FDR) is challenging. Previously we identified several hundred PPIs from affinity purification - mass spectrometry (AP-MS) data for the bacteria Escherichia coli and Desulfovibrio vulgaris. These two interactomes have lower FDRs than any of the nine interactomes proposed previously for bacteria and are more enriched in PPIs validated by other data than the nine earlier interactomes. To more thoroughly determine the accuracy of ours or other interactomes and to discover further PPIs de novo, here we present a quantitative tagless method that employs iTRAQ MS to measure the copurification of endogenous proteins through orthogonal chromatography steps. 5273 fractions from a four-step fractionation of a D. vulgaris protein extract were assayed, resulting in the detection of 1242 proteins. Protein partners from our D. vulgaris and E. coli AP-MS interactomes copurify as frequently as pairs belonging to three benchmark data sets of well-characterized PPIs. In contrast, the protein pairs from the nine other bacterial interactomes copurify two- to 20-fold less often. We also identify 200 high confidence D. vulgaris PPIs based on tagless copurification and colocalization in the genome. These PPIs are as strongly validated by other data as our AP-MS interactomes and overlap with our AP-MS interactome for D.vulgaris within 3% of expectation, once FDRs and false negative rates are taken into account. Finally, we reanalyzed data from two quantitative tagless screens of human cell extracts. We estimate that the novel PPIs reported in these studies have an FDR of at least 85% and find that less than 7% of the novel PPIs identified in each screen overlap. Our results establish that a quantitative tagless method can be used to validate and identify PPIs, but that such data must be analyzed carefully to minimize the FDR.
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Affiliation(s)
- Maxim Shatsky
- From the ‡Physical Biosciences Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - Ming Dong
- §Genomics Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - Haichuan Liu
- ¶OB/GYN Department, University of California San Francisco-Sandler-Moore Mass Spectrometry Core Facility, University of California, San Francisco, California 94143
| | - Lee Lisheng Yang
- ‖Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - Megan Choi
- §Genomics Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - Mary E Singer
- **Earth Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - Jil T Geller
- **Earth Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - Susan J Fisher
- ¶OB/GYN Department, University of California San Francisco-Sandler-Moore Mass Spectrometry Core Facility, University of California, San Francisco, California 94143
| | - Steven C Hall
- ¶OB/GYN Department, University of California San Francisco-Sandler-Moore Mass Spectrometry Core Facility, University of California, San Francisco, California 94143
| | - Terry C Hazen
- ‡‡Department of Civil and Environmental Engineering, University of Tennessee, Knoxville, Tennessee 37996; §§Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee 37831
| | - Steven E Brenner
- From the ‡Physical Biosciences Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720; ¶¶Department of Plant and Microbial Biology, University of California, Berkeley, California 94720
| | - Gareth Butland
- ‖‖Life Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - Jian Jin
- ‖Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720
| | - H Ewa Witkowska
- ¶OB/GYN Department, University of California San Francisco-Sandler-Moore Mass Spectrometry Core Facility, University of California, San Francisco, California 94143
| | - John-Marc Chandonia
- From the ‡Physical Biosciences Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720;
| | - Mark D Biggin
- §Genomics Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720;
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290
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Zheng Y, Mennella V, Marks S, Wildonger J, Elnagdi E, Agard D, Megraw TL. The Seckel syndrome and centrosomal protein Ninein localizes asymmetrically to stem cell centrosomes but is not required for normal development, behavior, or DNA damage response in Drosophila. Mol Biol Cell 2016; 27:1740-52. [PMID: 27053665 PMCID: PMC4884065 DOI: 10.1091/mbc.e15-09-0655] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2015] [Accepted: 03/28/2016] [Indexed: 12/21/2022] Open
Abstract
Ninein associates with the microtubule regulator γ-tubulin, regulates microtubule assembly, and localizes to centrosomes and noncentrosomal microtubule-organizing centers in Drosophila. Ninein localizes to stem cell centrosomes asymmetrically, with a bias for the daughter centrosome. Remarkably, Ninein is dispensable for development, fertility, or viability. Ninein (Nin) is a centrosomal protein whose gene is mutated in Seckel syndrome (SCKL, MIM 210600), an inherited recessive disease that results in primordial dwarfism, cognitive deficiencies, and increased sensitivity to genotoxic stress. Nin regulates neural stem cell self-renewal, interkinetic nuclear migration, and microtubule assembly in mammals. Nin is evolutionarily conserved, yet its role in cell division and development has not been investigated in a model organism. Here we characterize the single Nin orthologue in Drosophila. Drosophila Nin localizes to the periphery of the centrosome but not at centriolar structures as in mammals. However, Nin shares the property of its mammalian orthologue of promoting microtubule assembly. In neural and germline stem cells, Nin localizes asymmetrically to the younger (daughter) centrosome, yet it is not required for the asymmetric division of stem cells. In wing epithelia and muscle, Nin localizes to noncentrosomal microtubule-organizing centers. Surprisingly, loss of nin expression from a nin mutant does not significantly affect embryonic and brain development, fertility, or locomotor performance of mutant flies or their survival upon exposure to DNA-damaging agents. Although it is not essential, our data suggest that Nin plays a supportive role in centrosomal and extracentrosomal microtubule organization and asymmetric stem cell division.
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Affiliation(s)
- Yiming Zheng
- Department of Biomedical Sciences, Florida State University, Tallahassee, FL 32306-4300
| | - Vito Mennella
- Department of Biochemistry, University of Toronto, Toronto, M5G 0A4, Canada Cell Biology Program, The Hospital for Sick Children, Toronto, M5G 1X8, Canada
| | - Steven Marks
- Department of Biomedical Sciences, Florida State University, Tallahassee, FL 32306-4300
| | - Jill Wildonger
- Department of Biochemistry, University of Wisconsin-Madison, Madison, WI 53706
| | - Esraa Elnagdi
- Department of Biochemistry, University of Toronto, Toronto, M5G 0A4, Canada Cell Biology Program, The Hospital for Sick Children, Toronto, M5G 1X8, Canada
| | - David Agard
- The Howard Hughes Medical Institute and Department of Biochemistry and Biophysics, University of California, San Francisco, San Francisco, CA 94143-2240
| | - Timothy L Megraw
- Department of Biomedical Sciences, Florida State University, Tallahassee, FL 32306-4300
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291
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Zhang Y, Chen Y, Gucek M, Xu H. The mitochondrial outer membrane protein MDI promotes local protein synthesis and mtDNA replication. EMBO J 2016; 35:1045-57. [PMID: 27053724 DOI: 10.15252/embj.201592994] [Citation(s) in RCA: 74] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2015] [Accepted: 03/01/2016] [Indexed: 12/21/2022] Open
Abstract
Early embryonic development features rapid nuclear DNA replication cycles, but lacks mtDNA replication. To meet the high-energy demands of embryogenesis, mature oocytes are furnished with vast amounts of mitochondria and mtDNA However, the cellular machinery driving massive mtDNA replication in ovaries remains unknown. Here, we describe a Drosophila AKAP protein, MDI that recruits a translation stimulator, La-related protein (Larp), to the mitochondrial outer membrane in ovaries. The MDI-Larp complex promotes the synthesis of a subset of nuclear-encoded mitochondrial proteins by cytosolic ribosomes on the mitochondrial surface. MDI-Larp's targets include mtDNA replication factors, mitochondrial ribosomal proteins, and electron-transport chain subunits. Lack of MDI abolishes mtDNA replication in ovaries, which leads to mtDNA deficiency in mature eggs. Targeting Larp to the mitochondrial outer membrane independently of MDI restores local protein synthesis and rescues the phenotypes of mdi mutant flies. Our work suggests that a selective translational boost by the MDI-Larp complex on the outer mitochondrial membrane might be essential for mtDNA replication and mitochondrial biogenesis during oogenesis.
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Affiliation(s)
- Yi Zhang
- Laboratory of Molecular Genetics, National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, MD, USA
| | - Yong Chen
- Proteomics Core, National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, MD, USA
| | - Marjan Gucek
- Proteomics Core, National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, MD, USA
| | - Hong Xu
- Laboratory of Molecular Genetics, National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, MD, USA
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292
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Fareh M, Loeff L, Szczepaniak M, Haagsma AC, Yeom KH, Joo C. Single-molecule pull-down for investigating protein-nucleic acid interactions. Methods 2016; 105:99-108. [PMID: 27017911 DOI: 10.1016/j.ymeth.2016.03.022] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2015] [Revised: 02/26/2016] [Accepted: 03/24/2016] [Indexed: 12/30/2022] Open
Abstract
The genome and transcriptome are constantly modified by proteins in the cell. Recent advances in single-molecule techniques allow for high spatial and temporal observations of these interactions between proteins and nucleic acids. However, due to the difficulty of obtaining functional protein complexes, it remains challenging to study the interactions between macromolecular protein complexes and nucleic acids. Here, we combined single-molecule fluorescence with various protein complex pull-down techniques to determine the function and stoichiometry of ribonucleoprotein complexes. Through the use of three examples of protein complexes from eukaryotic cells (Drosha, Dicer, and TUT4 protein complexes), we provide step-by-step guidance for using novel single-molecule techniques. Our single-molecule methods provide sub-second and nanometer resolution and can be applied to other nucleoprotein complexes that are essential for cellular processes.
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Affiliation(s)
- Mohamed Fareh
- Kavli Institute of NanoScience and Department of BioNanoScience, Delft University of Technology, Delft 2629HZ, The Netherlands
| | - Luuk Loeff
- Kavli Institute of NanoScience and Department of BioNanoScience, Delft University of Technology, Delft 2629HZ, The Netherlands
| | - Malwina Szczepaniak
- Kavli Institute of NanoScience and Department of BioNanoScience, Delft University of Technology, Delft 2629HZ, The Netherlands
| | - Anna C Haagsma
- Kavli Institute of NanoScience and Department of BioNanoScience, Delft University of Technology, Delft 2629HZ, The Netherlands
| | - Kyu-Hyeon Yeom
- Kavli Institute of NanoScience and Department of BioNanoScience, Delft University of Technology, Delft 2629HZ, The Netherlands
| | - Chirlmin Joo
- Kavli Institute of NanoScience and Department of BioNanoScience, Delft University of Technology, Delft 2629HZ, The Netherlands.
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293
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Gazestani VH, Nikpour N, Mehta V, Najafabadi HS, Moshiri H, Jardim A, Salavati R. A Protein Complex Map of Trypanosoma brucei. PLoS Negl Trop Dis 2016; 10:e0004533. [PMID: 26991453 PMCID: PMC4798371 DOI: 10.1371/journal.pntd.0004533] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2015] [Accepted: 02/20/2016] [Indexed: 12/27/2022] Open
Abstract
The functions of the majority of trypanosomatid-specific proteins are unknown, hindering our understanding of the biology and pathogenesis of Trypanosomatida. While protein-protein interactions are highly informative about protein function, a global map of protein interactions and complexes is still lacking for these important human parasites. Here, benefiting from in-depth biochemical fractionation, we systematically interrogated the co-complex interactions of more than 3354 protein groups in procyclic life stage of Trypanosoma brucei, the protozoan parasite responsible for human African trypanosomiasis. Using a rigorous methodology, our analysis led to identification of 128 high-confidence complexes encompassing 716 protein groups, including 635 protein groups that lacked experimental annotation. These complexes correlate well with known pathways as well as for proteins co-expressed across the T. brucei life cycle, and provide potential functions for a large number of previously uncharacterized proteins. We validated the functions of several novel proteins associated with the RNA-editing machinery, identifying a candidate potentially involved in the mitochondrial post-transcriptional regulation of T. brucei. Our data provide an unprecedented view of the protein complex map of T. brucei, and serve as a reliable resource for further characterization of trypanosomatid proteins. The presented results in this study are available at: www.TrypsNetDB.org. Due to high evolutionary divergence of trypanosomatid pathogens from other eukaryotes, accurate prediction of functional roles for most of their proteins is not feasible based on homology-based approaches. Although protein co-complex maps provide a compelling tool for the functional annotation of proteins, as subunits of a complex are expected to be involved in similar biological processes, the current knowledge about these maps is still rudimentary. Here, we systematically examined the protein co-complex membership of more than one third of T. brucei proteome using two orthogonal fractionation approaches. A high-confidence network of co-complex relationships predicts the network context of 866 proteins, including many hypothetical and experimentally unannotated proteins. To our knowledge, this study presents the largest proteomics-based interaction map of trypanosomatid parasites to date, providing a useful resource for formulating new biological hypothesises and further experimental leads.
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Affiliation(s)
- Vahid H. Gazestani
- Institute of Parasitology, McGill University, Ste. Anne de Bellevue, Quebec, Canada
| | - Najmeh Nikpour
- Institute of Parasitology, McGill University, Ste. Anne de Bellevue, Quebec, Canada
| | - Vaibhav Mehta
- Institute of Parasitology, McGill University, Ste. Anne de Bellevue, Quebec, Canada
- Department of Biochemistry, McGill University, Montreal, Quebec, Canada
| | - Hamed S. Najafabadi
- Institute of Parasitology, McGill University, Ste. Anne de Bellevue, Quebec, Canada
- McGill Centre for Bioinformatics, McGill University, Montreal, Quebec, Canada
| | - Houtan Moshiri
- Institute of Parasitology, McGill University, Ste. Anne de Bellevue, Quebec, Canada
- Department of Biochemistry, McGill University, Montreal, Quebec, Canada
| | - Armando Jardim
- Institute of Parasitology, McGill University, Ste. Anne de Bellevue, Quebec, Canada
- Centre for Host-Parasite Interactions, Institute of Parasitology, McGill University, Ste. Anne de Bellevue, Quebec, Canada
| | - Reza Salavati
- Institute of Parasitology, McGill University, Ste. Anne de Bellevue, Quebec, Canada
- Department of Biochemistry, McGill University, Montreal, Quebec, Canada
- McGill Centre for Bioinformatics, McGill University, Montreal, Quebec, Canada
- * E-mail:
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294
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Zhu H, Owen MR, Mao Y. The spatiotemporal order of signaling events unveils the logic of development signaling. ACTA ACUST UNITED AC 2016; 32:2313-20. [PMID: 27153573 PMCID: PMC4965629 DOI: 10.1093/bioinformatics/btw121] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2016] [Accepted: 02/28/2016] [Indexed: 11/30/2022]
Abstract
Motivation: Animals from worms and insects to birds and mammals show distinct body plans; however, the embryonic development of diverse body plans with tissues and organs within is controlled by a surprisingly few signaling pathways. It is well recognized that combinatorial use of and dynamic interactions among signaling pathways follow specific logic to control complex and accurate developmental signaling and patterning, but it remains elusive what such logic is, or even, what it looks like. Results: We have developed a computational model for Drosophila eye development with innovated methods to reveal how interactions among multiple pathways control the dynamically generated hexagonal array of R8 cells. We obtained two novel findings. First, the coupling between the long-range inductive signals produced by the proneural Hh signaling and the short-range restrictive signals produced by the antineural Notch and EGFR signaling is essential for generating accurately spaced R8s. Second, the spatiotemporal orders of key signaling events reveal a robust pattern of lateral inhibition conducted by Ato-coordinated Notch and EGFR signaling to collectively determine R8 patterning. This pattern, stipulating the orders of signaling and comparable to the protocols of communication, may help decipher the well-appreciated but poorly defined logic of developmental signaling. Availability and implementation: The model is available upon request. Contact:hao.zhu@ymail.com Supplementary information:Supplementary data are available at Bioinformatics online.
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Affiliation(s)
- Hao Zhu
- Bioinformatics Section, Southern Medical University, Guangzhou 510515, China
| | - Markus R Owen
- School of Mathematical Sciences, University of Nottingham, Nottingham NG7 2RD, UK
| | - Yanlan Mao
- MRC Laboratory for Molecular Cell Biology, University College London, London WC1E 6BT, UK
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295
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Characterization of a Fasciola gigantica protein carrying two DM9 domains reveals cellular relocalization property. Mol Biochem Parasitol 2016; 205:6-15. [PMID: 26946400 DOI: 10.1016/j.molbiopara.2016.02.008] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2016] [Revised: 02/29/2016] [Accepted: 02/29/2016] [Indexed: 11/21/2022]
Abstract
Even at the present age of whole-organism analysis, e.g., genomics, transcriptomics, and proteomics, the biological roles of many proteins remain unresolved. Classified among the proteins of unknown function is a family of proteins harboring repeats of the DM9 domain, a 60-75 amino acids motif first described in a small number of Drosophila melanogaster proteins. Proteins may carry two or more DM9 domains either in combination with other domains or as their sole constituent. Here we have characterized a 16.8 kDa Fasciola gigantica protein comprising two tandem repeated DM9 domains (FgDM9-1). The protein was located in the parenchyma of the immature and mature parasite and consequently it was not detected in the ES product of the parasite but only in the whole worm extract. Interestingly, extraction with SDS yielded a substantially higher amount of the protein suggesting association with insoluble cell components. In Sf9 insect cells a heterologously expressed EGFP-FgDM9-1 chimera showed cell-wide distribution but relocated to vesicle-like structures in the cytoplasm after stimulating cellular stress by bacteria, heat shock or chloroquine. These structures did not colocalize with the markers of endocytosis/phagocytosis ubiquitin, RAB7, GABARAP. The same behavior was noted for Aedes aegypti PRS1, a homologous mosquito DM9 protein as a positive control while EGFP did not exhibit such relocation in the insect cells. Cross-linking experiments on soluble recombinant FgDM9-1 indicated that the protein can undergo specific oligomerization. It is speculated that proteins carrying the DM9 domain have a role in vesicular transport in flatworms and insects.
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296
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Andreini C, Banci L, Rosato A. Exploiting Bacterial Operons To Illuminate Human Iron–Sulfur Proteins. J Proteome Res 2016; 15:1308-22. [DOI: 10.1021/acs.jproteome.6b00045] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Claudia Andreini
- Magnetic Resonance Center and ‡Department of Chemistry, University of Florence, 50019 Sesto Fiorentino, Italy
| | - Lucia Banci
- Magnetic Resonance Center and ‡Department of Chemistry, University of Florence, 50019 Sesto Fiorentino, Italy
| | - Antonio Rosato
- Magnetic Resonance Center and ‡Department of Chemistry, University of Florence, 50019 Sesto Fiorentino, Italy
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297
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Skinner OS, Havugimana PC, Haverland NA, Fornelli L, Early BP, Greer JB, Fellers RT, Durbin KR, Do Vale LHF, Melani RD, Seckler HS, Nelp MT, Belov ME, Horning SR, Makarov AA, LeDuc RD, Bandarian V, Compton PD, Kelleher NL. An informatic framework for decoding protein complexes by top-down mass spectrometry. Nat Methods 2016; 13:237-40. [PMID: 26780093 PMCID: PMC4767540 DOI: 10.1038/nmeth.3731] [Citation(s) in RCA: 57] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2015] [Accepted: 11/30/2015] [Indexed: 12/22/2022]
Abstract
Efforts to map the human protein interactome have resulted in information about thousands of multi-protein assemblies housed in public repositories, but the molecular characterization and stoichiometry of their protein subunits remains largely unknown. Here, we report a computational search strategy that supports hierarchical top-down analysis for precise identification and scoring of multi-proteoform complexes by native mass spectrometry.
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Affiliation(s)
- Owen S. Skinner
- Department of Chemistry, Northwestern University, Evanston, Illinois, USA
| | - Pierre C. Havugimana
- Chemistry of Life Processes Institute, Northwestern University, Evanston, Illinois, USA
- Proteomics Center of Excellence, Northwestern University, Evanston, Illinois, USA
| | | | - Luca Fornelli
- Department of Chemistry, Northwestern University, Evanston, Illinois, USA
- Chemistry of Life Processes Institute, Northwestern University, Evanston, Illinois, USA
- Proteomics Center of Excellence, Northwestern University, Evanston, Illinois, USA
| | - Bryan P. Early
- Proteomics Center of Excellence, Northwestern University, Evanston, Illinois, USA
| | - Joseph B. Greer
- Proteomics Center of Excellence, Northwestern University, Evanston, Illinois, USA
| | - Ryan T. Fellers
- Proteomics Center of Excellence, Northwestern University, Evanston, Illinois, USA
| | - Kenneth R. Durbin
- Department of Molecular Biosciences, Northwestern University, Evanston, Illinois, USA
| | - Luis H. F. Do Vale
- Proteomics Center of Excellence, Northwestern University, Evanston, Illinois, USA
- Brazilian Center for Protein Research, University of Brasilia, Brasilia, Federal District, Brazil
| | - Rafael D. Melani
- Department of Chemistry, Northwestern University, Evanston, Illinois, USA
| | | | - Micah T. Nelp
- Department of Chemistry and Biochemistry, University of Arizona, Tucson, Arizona, USA
| | | | | | | | - Richard D. LeDuc
- Chemistry of Life Processes Institute, Northwestern University, Evanston, Illinois, USA
| | - Vahe Bandarian
- Department of Chemistry and Biochemistry, University of Arizona, Tucson, Arizona, USA
| | - Philip D. Compton
- Department of Chemistry, Northwestern University, Evanston, Illinois, USA
- Proteomics Center of Excellence, Northwestern University, Evanston, Illinois, USA
| | - Neil L. Kelleher
- Department of Chemistry, Northwestern University, Evanston, Illinois, USA
- Chemistry of Life Processes Institute, Northwestern University, Evanston, Illinois, USA
- Proteomics Center of Excellence, Northwestern University, Evanston, Illinois, USA
- Department of Molecular Biosciences, Northwestern University, Evanston, Illinois, USA
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298
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Sarov M, Barz C, Jambor H, Hein MY, Schmied C, Suchold D, Stender B, Janosch S, K J VV, Krishnan RT, Krishnamoorthy A, Ferreira IRS, Ejsmont RK, Finkl K, Hasse S, Kämpfer P, Plewka N, Vinis E, Schloissnig S, Knust E, Hartenstein V, Mann M, Ramaswami M, VijayRaghavan K, Tomancak P, Schnorrer F. A genome-wide resource for the analysis of protein localisation in Drosophila. eLife 2016; 5:e12068. [PMID: 26896675 PMCID: PMC4805545 DOI: 10.7554/elife.12068] [Citation(s) in RCA: 256] [Impact Index Per Article: 28.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2015] [Accepted: 02/19/2016] [Indexed: 02/07/2023] Open
Abstract
The Drosophila genome contains >13000 protein-coding genes, the majority of which remain poorly investigated. Important reasons include the lack of antibodies or reporter constructs to visualise these proteins. Here, we present a genome-wide fosmid library of 10000 GFP-tagged clones, comprising tagged genes and most of their regulatory information. For 880 tagged proteins, we created transgenic lines, and for a total of 207 lines, we assessed protein expression and localisation in ovaries, embryos, pupae or adults by stainings and live imaging approaches. Importantly, we visualised many proteins at endogenous expression levels and found a large fraction of them localising to subcellular compartments. By applying genetic complementation tests, we estimate that about two-thirds of the tagged proteins are functional. Moreover, these tagged proteins enable interaction proteomics from developing pupae and adult flies. Taken together, this resource will boost systematic analysis of protein expression and localisation in various cellular and developmental contexts. DOI:http://dx.doi.org/10.7554/eLife.12068.001 The fruit fly Drosophila melanogaster is a popular model organism in biological research. Studies using Drosophila have led to important insights into human biology, because related proteins often fulfil similar roles in flies and humans. Thus, studying the role of a protein in Drosophila can teach us about what it might do in a human. To fulfil their biological roles, proteins often occupy particular locations inside cells, such as the cell’s nucleus or surface membrane. Many proteins are also only found in specific types of cell, such as neurons or muscle cells. A protein’s location thus provides clues about what it does, however cells contain many thousands of proteins and identifying the location of each one is a herculean task. Sarov et al. took on this challenge and developed a new resource to study the localisation of all Drosophila proteins during this animal’s development. First, genetic engineering was used to tag thousands of Drosophila proteins with a green fluorescent protein, so that they could be tracked under a microscope. Sarov et al. tagged about 10000 Drosophila proteins in bacteria, and then introduced almost 900 of them into flies to create genetically modified flies. Each fly line contains an extra copy of the tagged gene that codes for one tagged protein. About two-thirds of these tagged proteins appeared to work normally after they were introduced into flies. Sarov et al. then looked at over 200 of these fly lines in more detail and observed that many of the proteins were found in particular cell types and localized to specific parts of the cells. Video imaging of the tagged proteins in living fruit fly embryos and pupae revealed the proteins’ movements, while other techniques showed which proteins bind to the tagged proteins, and may therefore work together in protein complexes. This resource is openly available to the community, and so researchers can use it to study their favourite protein and gain new insights into how proteins work and are regulated during Drosophila development. Following on from this work, the next challenge will be to create more flies carrying tagged proteins, and to swap the green fluorescent tag with other experimentally useful tags. DOI:http://dx.doi.org/10.7554/eLife.12068.002
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Affiliation(s)
- Mihail Sarov
- Max Planck Institute of Cell Biology and Genetics, Dresden, Germany
| | - Christiane Barz
- Muscle Dynamics Group, Max Planck Institute of Biochemistry, Martinsried, Germany
| | - Helena Jambor
- Max Planck Institute of Cell Biology and Genetics, Dresden, Germany
| | - Marco Y Hein
- Department of Proteomics and Signal Transduction, Max Planck Institute of Biochemistry, Martinsried, Germany
| | | | - Dana Suchold
- Max Planck Institute of Cell Biology and Genetics, Dresden, Germany
| | - Bettina Stender
- Muscle Dynamics Group, Max Planck Institute of Biochemistry, Martinsried, Germany
| | - Stephan Janosch
- Max Planck Institute of Cell Biology and Genetics, Dresden, Germany
| | - Vinay Vikas K J
- Centre for Cellular and Molecular Platforms, National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore, India
| | - R T Krishnan
- Centre for Cellular and Molecular Platforms, National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore, India
| | - Aishwarya Krishnamoorthy
- Centre for Cellular and Molecular Platforms, National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore, India
| | - Irene R S Ferreira
- Muscle Dynamics Group, Max Planck Institute of Biochemistry, Martinsried, Germany
| | | | - Katja Finkl
- Muscle Dynamics Group, Max Planck Institute of Biochemistry, Martinsried, Germany
| | - Susanne Hasse
- Max Planck Institute of Cell Biology and Genetics, Dresden, Germany
| | - Philipp Kämpfer
- Heidelberg Institute of Theoretical Studies, Heidelberg, Germany
| | - Nicole Plewka
- Muscle Dynamics Group, Max Planck Institute of Biochemistry, Martinsried, Germany
| | - Elisabeth Vinis
- Max Planck Institute of Cell Biology and Genetics, Dresden, Germany
| | | | - Elisabeth Knust
- Max Planck Institute of Cell Biology and Genetics, Dresden, Germany
| | - Volker Hartenstein
- Department of Molecular Cell and Developmental Biology, University of California, Los Angeles, Los Angeles, United States
| | - Matthias Mann
- Department of Proteomics and Signal Transduction, Max Planck Institute of Biochemistry, Martinsried, Germany
| | - Mani Ramaswami
- Institute of Neuroscience, Trinity College Dublin, Dublin, Ireland
| | - K VijayRaghavan
- Centre for Cellular and Molecular Platforms, National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore, India
| | - Pavel Tomancak
- Max Planck Institute of Cell Biology and Genetics, Dresden, Germany
| | - Frank Schnorrer
- Muscle Dynamics Group, Max Planck Institute of Biochemistry, Martinsried, Germany
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299
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Arora GK, Tran SL, Rizzo N, Jain A, Welte MA. Temporal control of bidirectional lipid-droplet motion in Drosophila depends on the ratio of kinesin-1 and its co-factor Halo. J Cell Sci 2016; 129:1416-28. [PMID: 26906417 DOI: 10.1242/jcs.183426] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2015] [Accepted: 02/15/2016] [Indexed: 12/27/2022] Open
Abstract
During bidirectional transport, individual cargoes move continuously back and forth along microtubule tracks, yet the cargo population overall displays directed net transport. How such transport is controlled temporally is not well understood. We analyzed this issue for bidirectionally moving lipid droplets in Drosophila embryos, a system in which net transport direction is developmentally controlled. By quantifying how the droplet distribution changes as embryos develop, we characterize temporal transitions in net droplet transport and identify the crucial contribution of the previously identified, but poorly characterized, transacting regulator Halo. In particular, we find that Halo is transiently expressed; rising and falling Halo levels control the switches in global distribution. Rising Halo levels have to pass a threshold before net plus-end transport is initiated. This threshold level depends on the amount of the motor kinesin-1: the more kinesin-1 is present, the more Halo is needed before net plus-end transport commences. Because Halo and kinesin-1 are present in common protein complexes, we propose that Halo acts as a rate-limiting co-factor of kinesin-1.
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Affiliation(s)
- Gurpreet K Arora
- Department of Biology, University of Rochester, Rochester, NY, USA
| | - Susan L Tran
- Department of Biology, University of Rochester, Rochester, NY, USA Department of Biology, Brandeis University, Waltham, MA, USA
| | - Nicholas Rizzo
- Department of Biology, University of Rochester, Rochester, NY, USA
| | - Ankit Jain
- Department of Biology, Brandeis University, Waltham, MA, USA
| | - Michael A Welte
- Department of Biology, University of Rochester, Rochester, NY, USA Department of Biology, Brandeis University, Waltham, MA, USA
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Shatsky M, Allen S, Gold BL, Liu NL, Juba TR, Reveco SA, Elias DA, Prathapam R, He J, Yang W, Szakal ED, Liu H, Singer ME, Geller JT, Lam BR, Saini A, Trotter VV, Hall SC, Fisher SJ, Brenner SE, Chhabra SR, Hazen TC, Wall JD, Witkowska HE, Biggin MD, Chandonia JM, Butland G. Bacterial Interactomes: Interacting Protein Partners Share Similar Function and Are Validated in Independent Assays More Frequently Than Previously Reported. Mol Cell Proteomics 2016; 15:1539-55. [PMID: 26873250 DOI: 10.1074/mcp.m115.054692] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2015] [Indexed: 01/31/2023] Open
Abstract
Numerous affinity purification-mass spectrometry (AP-MS) and yeast two-hybrid screens have each defined thousands of pairwise protein-protein interactions (PPIs), most of which are between functionally unrelated proteins. The accuracy of these networks, however, is under debate. Here, we present an AP-MS survey of the bacterium Desulfovibrio vulgaris together with a critical reanalysis of nine published bacterial yeast two-hybrid and AP-MS screens. We have identified 459 high confidence PPIs from D. vulgaris and 391 from Escherichia coli Compared with the nine published interactomes, our two networks are smaller, are much less highly connected, and have significantly lower false discovery rates. In addition, our interactomes are much more enriched in protein pairs that are encoded in the same operon, have similar functions, and are reproducibly detected in other physical interaction assays than the pairs reported in prior studies. Our work establishes more stringent benchmarks for the properties of protein interactomes and suggests that bona fide PPIs much more frequently involve protein partners that are annotated with similar functions or that can be validated in independent assays than earlier studies suggested.
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Affiliation(s)
- Maxim Shatsky
- From the Physical Biosciences Division, Lawrence Berkeley National Laboratory, Berkeley, California, 94720
| | - Simon Allen
- the Department of Obstetrics, Gynecology and Reproductive Sciences and Sandler-Moore Mass Spectrometry Core Facility, University of California at San Francisco, San Francisco, California, 94143
| | - Barbara L Gold
- the Life Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California, 94720
| | - Nancy L Liu
- the Life Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California, 94720
| | - Thomas R Juba
- the Departments of Biochemistry and of Molecular Microbiology and Immunology, University of Missouri, Columbia, Missouri, 65211
| | - Sonia A Reveco
- From the Physical Biosciences Division, Lawrence Berkeley National Laboratory, Berkeley, California, 94720
| | - Dwayne A Elias
- the Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, 37831
| | - Ramadevi Prathapam
- the Life Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California, 94720
| | - Jennifer He
- the Life Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California, 94720
| | - Wenhong Yang
- the Life Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California, 94720
| | - Evelin D Szakal
- the Department of Obstetrics, Gynecology and Reproductive Sciences and Sandler-Moore Mass Spectrometry Core Facility, University of California at San Francisco, San Francisco, California, 94143
| | - Haichuan Liu
- the Department of Obstetrics, Gynecology and Reproductive Sciences and Sandler-Moore Mass Spectrometry Core Facility, University of California at San Francisco, San Francisco, California, 94143
| | - Mary E Singer
- the Earth Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California, 94720
| | - Jil T Geller
- the Earth Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California, 94720
| | - Bonita R Lam
- the Earth Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California, 94720
| | - Avneesh Saini
- the Life Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California, 94720
| | - Valentine V Trotter
- the Life Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California, 94720
| | - Steven C Hall
- the Department of Obstetrics, Gynecology and Reproductive Sciences and Sandler-Moore Mass Spectrometry Core Facility, University of California at San Francisco, San Francisco, California, 94143
| | - Susan J Fisher
- the Department of Obstetrics, Gynecology and Reproductive Sciences and Sandler-Moore Mass Spectrometry Core Facility, University of California at San Francisco, San Francisco, California, 94143
| | - Steven E Brenner
- From the Physical Biosciences Division, Lawrence Berkeley National Laboratory, Berkeley, California, 94720; the Department of Plant and Microbial Biology, University of California at Berkeley, Berkeley, California, 94720
| | - Swapnil R Chhabra
- From the Physical Biosciences Division, Lawrence Berkeley National Laboratory, Berkeley, California, 94720
| | - Terry C Hazen
- the Department of Civil and Environmental Engineering, University of Tennessee, Knoxville, Tennessee, 37996; and
| | - Judy D Wall
- the Departments of Biochemistry and of Molecular Microbiology and Immunology, University of Missouri, Columbia, Missouri, 65211
| | - H Ewa Witkowska
- the Department of Obstetrics, Gynecology and Reproductive Sciences and Sandler-Moore Mass Spectrometry Core Facility, University of California at San Francisco, San Francisco, California, 94143
| | - Mark D Biggin
- the Genomics Division, Lawrence Berkeley National Laboratory, Berkeley, California, 94720
| | - John-Marc Chandonia
- From the Physical Biosciences Division, Lawrence Berkeley National Laboratory, Berkeley, California, 94720;
| | - Gareth Butland
- the Life Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California, 94720; From the Physical Biosciences Division, Lawrence Berkeley National Laboratory, Berkeley, California, 94720;
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