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Buzy A, Allain C, Harrington J, Lesuisse D, Mikol V, Bruhn DF, Maule AG, Guillemot JC. Peptidomics of Haemonchus contortus. ACS OMEGA 2021; 6:10288-10305. [PMID: 34056183 PMCID: PMC8153747 DOI: 10.1021/acsomega.1c00650] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Accepted: 03/29/2021] [Indexed: 06/12/2023]
Abstract
The nematode Haemonchus contortus (the barber's pole worm) is an endoparasite infecting wild and domesticated ruminants worldwide. Widespread anthelmintic resistance of H. contortus requires alternative strategies to control this parasite. Neuropeptide signaling represents a promising target for anthelmintic drugs. Identification and relative quantification of nematode neuropeptides are, therefore, required for the development of such therapeutic targets. In this work, we undertook the profiling of the whole H. contortus larvae at different stages for the direct sequencing of the neuropeptides expressed at low levels in these tissues. We set out a peptide extraction protocol and a peptidomic workflow to biochemically characterize bioactive peptides from both first-stage (L1) and third-stage larvae (L3) of H. contortus. This work led to the identification and quantification at the peptidomic level of more than 180 mature neuropeptides, including amidated and nonamidated peptides, arising from 55 precursors of H. contortus. The differential peptidomic approach provided evidence that both life stages express most FMRFamide-like peptides (FLPs) and neuropeptide-like proteins (NLPs). The H. contortus peptidome resource, established in this work, could add the discovery of neuropeptide system-targeting drugs for ruminants.
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Affiliation(s)
- Armelle Buzy
- Sanofi
R&D, 1 Avenue Pierre Brossolette, 91385 Chilly-Mazarin, France
| | - Camille Allain
- Sanofi
R&D, 1 Avenue Pierre Brossolette, 91385 Chilly-Mazarin, France
| | - John Harrington
- Boehringer
Ingelheim Animal Health, Duluth, Georgia 30096, United States
| | | | - Vincent Mikol
- Sanofi
R&D, 1 Avenue Pierre Brossolette, 91385 Chilly-Mazarin, France
| | - David F. Bruhn
- Boehringer
Ingelheim Animal Health, Duluth, Georgia 30096, United States
| | - Aaron G. Maule
- School
of Biological Sciences, Queens’s
University Belfast, Belfast BT9 7BL, U.K.
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2
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Liu Y, Buchberger AR, DeLaney K, Li Z, Li L. Multifaceted Mass Spectrometric Investigation of Neuropeptide Changes in Atlantic Blue Crab, Callinectes sapidus, in Response to Low pH Stress. J Proteome Res 2019; 18:2759-2770. [PMID: 31132273 DOI: 10.1021/acs.jproteome.9b00026] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
The decrease of pH level in the water affects animals living in aquatic habitat, such as crustaceans. The molecular mechanisms enabling these animals to survive this environmental stress remain unknown. To understand the modulatory function of neuropeptides in crustaceans when encountering drops in pH level, we developed and implemented a multifaceted mass spectrometric platform to investigate the global neuropeptide changes in response to water acidification in the Atlantic blue crab, Callinectes sapidus. Neural tissues were collected at different incubation periods to monitor dynamic changes of neuropeptides under different stress conditions occurring in the animal. Neuropeptide families were found to exhibit distinct expression patterns in different tissues and even each isoform had its specific response to the stress. Circulating fluid in the crabs (hemolymph) was also analyzed after 2-h exposure to acidification, and together with results from tissue analysis, enabled the discovery of neuropeptides participating in the stress accommodation process as putative hormones. Two novel peptide sequences were detected in the hemolymph that appeared to be involved in the stress-related regulation in the crabs.
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Affiliation(s)
- Yang Liu
- Department of Chemistry , University of Wisconsin , 1101 University Avenue , Madison , Wisconsin 53706 , United States
| | - Amanda R Buchberger
- Department of Chemistry , University of Wisconsin , 1101 University Avenue , Madison , Wisconsin 53706 , United States
| | - Kellen DeLaney
- Department of Chemistry , University of Wisconsin , 1101 University Avenue , Madison , Wisconsin 53706 , United States
| | - Zihui Li
- Department of Chemistry , University of Wisconsin , 1101 University Avenue , Madison , Wisconsin 53706 , United States
| | - Lingjun Li
- Department of Chemistry , University of Wisconsin , 1101 University Avenue , Madison , Wisconsin 53706 , United States.,School of Pharmacy , University of Wisconsin , 777 Highland Avenue , Madison , Wisconsin 53705 , United States
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Knickelbine JJ, Konop CJ, Viola IR, Rogers CB, Messinger LA, Vestling MM, Stretton AOW. Different Bioactive Neuropeptides are Expressed in Two Sub-Classes of GABAergic RME Nerve Ring Motorneurons in Ascaris suum. ACS Chem Neurosci 2018; 9:2025-2040. [PMID: 29400437 DOI: 10.1021/acschemneuro.7b00450] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
Neuropeptides can have significant effects on neurons and synapses, but among the ∼250 predicted peptides in nematodes, few have been characterized functionally. Here, we report new neuropeptides in the 4 RME nerve ring motorneurons of the nematode Ascaris suum. These GABAergic neurons are involved in three-dimensional head movement. Mass spectrometry (MS) of single dissected RMEs detected a total of 12 neuropeptides (encoded by five genes), nine of which are novel. None of these are expressed in the DI/VI inhibitory GABAergic motorneurons that synapse onto body wall muscle. Using peptide sequences obtained by tandem MS, we cloned the peptide-encoding transcripts and synthesized riboprobes for in situ hybridization (ISH). This complementary technique corroborated the results from single-cell MS, showing that the dissections were not contaminated with adhering tissue from other cells. We also synthesized a multiple antigenic peptide to raise a highly specific antibody against one of the endogenous peptides, which labeled the same cells detected by MS and ISH. Our results show that the RMEs can be divided into two subsets: RMED/V (expressing afp-2, afp-15, Asu-nlp-58, and high levels of afp-16) and RMEL/R (expressing afp-15 and low levels of afp-4 and afp-16). Almost all of these peptides are bioactive in A. suum.
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Buchberger A, Yu Q, Li L. Advances in Mass Spectrometric Tools for Probing Neuropeptides. ANNUAL REVIEW OF ANALYTICAL CHEMISTRY (PALO ALTO, CALIF.) 2015; 8:485-509. [PMID: 26070718 PMCID: PMC6314846 DOI: 10.1146/annurev-anchem-071114-040210] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/12/2023]
Abstract
Neuropeptides are important mediators in the functionality of the brain and other neurological organs. Because neuropeptides exist in a wide range of concentrations, appropriate characterization methods are needed to provide dynamic, chemical, and spatial information. Mass spectrometry and compatible tools have been a popular choice in analyzing neuropeptides. There have been several advances and challenges, both of which are the focus of this review. Discussions range from sample collection to bioinformatic tools, although avenues such as quantitation and imaging are included. Further development of the presented methods for neuropeptidomic mass spectrometric analysis is inevitable, which will lead to a further understanding of the complex interplay of neuropeptides and other signaling molecules in the nervous system.
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Affiliation(s)
- Amanda Buchberger
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706-1322;
| | - Qing Yu
- School of Pharmacy, University of Wisconsin-Madison, Madison, Wisconsin 53705-2222;
| | - Lingjun Li
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706-1322;
- School of Pharmacy, University of Wisconsin-Madison, Madison, Wisconsin 53705-2222;
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5
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Husson SJ, Reumer A, Temmerman L, De Haes W, Schoofs L, Mertens I, Baggerman G. Worm peptidomics. EUPA OPEN PROTEOMICS 2014. [DOI: 10.1016/j.euprot.2014.04.005] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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Peymen K, Watteyne J, Frooninckx L, Schoofs L, Beets I. The FMRFamide-Like Peptide Family in Nematodes. Front Endocrinol (Lausanne) 2014; 5:90. [PMID: 24982652 PMCID: PMC4058706 DOI: 10.3389/fendo.2014.00090] [Citation(s) in RCA: 57] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2014] [Accepted: 05/31/2014] [Indexed: 12/31/2022] Open
Abstract
In the three decades since the FMRFamide peptide was isolated from the mollusk Macrocallista nimbosa, structurally similar peptides sharing a C-terminal RFamide motif have been identified across the animal kingdom. FMRFamide-like peptides (FLPs) represent the largest known family of neuropeptides in invertebrates. In the phylum Nematoda, at least 32 flp-genes are classified, making the FLP system of nematodes unusually complex. The diversity of the nematode FLP complement is most extensively mapped in Caenorhabditis elegans, where over 70 FLPs have been predicted. FLPs have shown to be expressed in the majority of the 302 C. elegans neurons including interneurons, sensory neurons, and motor neurons. The vast expression of FLPs is reflected in the broad functional repertoire of nematode FLP signaling, including neuroendocrine and neuromodulatory effects on locomotory activity, reproduction, feeding, and behavior. In contrast to the many identified nematode FLPs, only few peptides have been assigned a receptor and there is the need to clarify the pathway components and working mechanisms of the FLP signaling network. Here, we review the diversity, distribution, and functions of FLPs in nematodes.
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Affiliation(s)
- Katleen Peymen
- Functional Genomics and Proteomics Group, Department of Biology, KU Leuven, Leuven, Belgium
| | - Jan Watteyne
- Functional Genomics and Proteomics Group, Department of Biology, KU Leuven, Leuven, Belgium
| | - Lotte Frooninckx
- Functional Genomics and Proteomics Group, Department of Biology, KU Leuven, Leuven, Belgium
| | - Liliane Schoofs
- Functional Genomics and Proteomics Group, Department of Biology, KU Leuven, Leuven, Belgium
| | - Isabel Beets
- Functional Genomics and Proteomics Group, Department of Biology, KU Leuven, Leuven, Belgium
- *Correspondence: Isabel Beets, Functional Genomics and Proteomics Group, Department of Biology, KU Leuven, Naamsestraat 59, Leuven 3000, Belgium e-mail:
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Jarecki JL, Viola IR, Andersen KM, Miller AH, Ramaker MA, Vestling MM, Stretton AO. Three independent techniques localize expression of transcript afp-11 and its bioactive peptide products to the paired AVK neurons in Ascaris suum: in situ hybridization, immunocytochemistry, and single cell mass spectrometry. ACS Chem Neurosci 2013; 4:418-34. [PMID: 23509978 DOI: 10.1021/cn3001334] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
We utilized three independent techniques, immunocytochemistry (ICC), single cell mass spectrometry (MS), and in situ hybridization (ISH), to localize neuropeptides and their transcripts in the nervous system of the nematode Ascaris suum . AF11 (SDIGISEPNFLRFa) is an endogenous peptide with potent paralytic effects on A. suum locomotory behavior. A highly specific antibody to AF11 showed robust immunostaining for AF11 in the paired AVK neurons in the ventral ganglion. We traced the processes from the AVK neurons into the ventral nerve cord and identified them as ventral cord interneurons. MS and MS/MS of single dissected AVKs detected AF11, two previously characterized peptides (AF25 and AF26), seven novel sequence-related peptides, including several sharing a PNFLRFamide C-terminus, and peptide NY, a peptide with an unrelated sequence. Also present in a subset of AVKs was AF2, a peptide encoded by the afp-4 transcript. By sequencing the afp-11 transcript, we discovered that it encodes AF11, all the AF11-related peptides detected by MS in AVK, and peptide NY. ISH detected the afp-11 transcript in AVK neurons, consistent with other techniques. ISH did not detect afp-11 in the ALA neuron, although both ICC and MS found AF11 in ca. 30% of ALAs. All 10 AF11-related peptides reduced acetylcholine-induced muscle contraction, but they differed in their rate of reversal of inhibition after removal of the peptide.
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Affiliation(s)
- Jessica L. Jarecki
- Neuroscience Training
Program, ‡Department of Zoology, and §Department of Chemistry, University of Wisconsin—Madison, Madison, Wisconsin
53706, United States
| | - India R. Viola
- Neuroscience Training
Program, ‡Department of Zoology, and §Department of Chemistry, University of Wisconsin—Madison, Madison, Wisconsin
53706, United States
| | - Kari M. Andersen
- Neuroscience Training
Program, ‡Department of Zoology, and §Department of Chemistry, University of Wisconsin—Madison, Madison, Wisconsin
53706, United States
| | - Andrew H. Miller
- Neuroscience Training
Program, ‡Department of Zoology, and §Department of Chemistry, University of Wisconsin—Madison, Madison, Wisconsin
53706, United States
| | - Megan A. Ramaker
- Neuroscience Training
Program, ‡Department of Zoology, and §Department of Chemistry, University of Wisconsin—Madison, Madison, Wisconsin
53706, United States
| | - Martha M. Vestling
- Neuroscience Training
Program, ‡Department of Zoology, and §Department of Chemistry, University of Wisconsin—Madison, Madison, Wisconsin
53706, United States
| | - Antony O. Stretton
- Neuroscience Training
Program, ‡Department of Zoology, and §Department of Chemistry, University of Wisconsin—Madison, Madison, Wisconsin
53706, United States
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8
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Reinitz CA, Pleva AE, Stretton AO. Changes in cyclic nucleotides, locomotory behavior, and body length produced by novel endogenous neuropeptides in the parasitic nematode Ascaris suum. Mol Biochem Parasitol 2011; 180:27-34. [PMID: 21854812 PMCID: PMC3171522 DOI: 10.1016/j.molbiopara.2011.08.001] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2011] [Revised: 07/28/2011] [Accepted: 08/03/2011] [Indexed: 11/23/2022]
Abstract
Recent technical advances have rapidly advanced the discovery of novel peptides, as well as the transcripts that encode them, in the parasitic nematode Ascaris suum. Here we report that many of these novel peptides produce profound and varied effects on locomotory behavior and levels of cyclic nucleotides in A. suum. We investigated the effects of 31 endogenous neuropeptides encoded by transcripts afp-1, afp-2, afp-4, afp-6, afp-7, and afp-9-14 (afp: Ascaris FMRFamide-like Precursor protein) on cyclic nucleotide levels, body length and locomotory behavior. Worms were induced to generate anteriorly propagating waveforms, peptides were injected into the pseudocoelomic cavity, and changes in the specific activity (nmol/mg protein) of second messengers cAMP (3'5' cyclic adenosine monophosphate) and cGMP (3'5' cyclic guanosine monophosphate) were determined. Many of these neuropeptides changed the levels of cAMP (both increases and decreases were found), whereas few neuropeptides changed the level of cGMP. A subset of the peptides that lowered cAMP was investigated for effects on the locomotory waveform and on body length. Injection of AF19, or AF34 (afp-13), AF9 (afp-14), AF26 or AF41 (afp-11) caused immediate paralysis and cessation of propagating body waveforms. These neuropeptides also significantly increased body length. In contrast, injection of AF15 (afp-9) reduced the body length, and decreased the amplitude of waves in the body waveform. AF30 (afp-10) produced worms with tight ventral coils. Although injection of neuropeptides encoded by afp-1 (AF3, AF4, AF10 or AF13) produced an increased number of exaggerated body waves, there were no effects on either cAMP or cGMP. By injecting peptides into behaving A. suum, we have provided an initial screen of the effects of novel peptides on several behavioral and biochemical parameters.
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Affiliation(s)
- Catharine A. Reinitz
- Department of Zoology, University of Wisconsin-Madison, 1117 West Johnson Street, Madison, WI 53706, USA
| | | | - Antony O.W. Stretton
- Department of Zoology, University of Wisconsin-Madison, 1117 West Johnson Street, Madison, WI 53706, USA
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9
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Sithigorngul P, Jarecki JL, Stretton AOW. A specific antibody to neuropeptide AF1 (KNEFIRFamide) recognizes a small subset of neurons in Ascaris suum: differences from Caenorhabditis elegans. J Comp Neurol 2011; 519:1546-61. [PMID: 21452223 DOI: 10.1002/cne.22584] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
A monoclonal antibody, AF1-003, highly specific to the Ascaris suum neuropeptide AF1 (KNEFIRFamide), was generated. This antibody binds strongly to AF1 and extremely weakly to other peptides with C-terminal FIRFamide: AF5 (SGKPTFIRFamide), AF6 (FIRFamide), and AF7 (AGPRFIRFamide). It does not recognize 35 other AF (A. suum FMRFamide-like) peptides at the highest concentration tested, nor does it recognize FMRFamide. When crude peptide extracts of A. suum are fractionated by two-step HPLC, the only fractions recognized by AF1-003 are those comigrating with synthetic AF1. By immunocytochemistry, antibody AF1-003 recognizes a small subset of the 298 neurons of A. suum: these include the paired URX and RIP neurons, two pairs of lateral ganglion neurons in the head, and the unpaired PQR and PDA or -B tail neurons that send processes to the head along the dorsal and ventral nerve cords, respectively. AF1 immunoreactivity is also seen in three pairs of pharyngeal neurons. Mass spectroscopy (MS) shows the presence of AF1 in the head, pharynx, and dorsal and ventral nerve cords. In A. suum, the neurons that contain AF1 show little overlap with neurons that express green fluorescent protein constructs targeting the flp-8 gene, which encodes AF1 in Caenorhabditis elegans (Kim and Li [2004] J. Comp. Neurol. 475:540-550); the URX neurons express AF1 in both species, but, in C. elegans, flp-8 expression was not detected in RIP, PQR, and PDA or -B or in the pharynx. Other, less specific monoclonal antibodies recognize AF1, as well as other peptides to differing degrees; these antibodies are useful reagents for determination of neuronal morphology.
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Affiliation(s)
- Paisarn Sithigorngul
- Department of Zoology, University of Wisconsin-Madison, Madison, Wisconsin 53706, USA
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Jarecki JL, Frey BL, Smith LM, Stretton AO. Discovery of neuropeptides in the nematode Ascaris suum by database mining and tandem mass spectrometry. J Proteome Res 2011; 10:3098-106. [PMID: 21524146 DOI: 10.1021/pr2001176] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Liquid chromatography coupled with tandem mass spectrometry (LC-MS/MS) was used to discover peptides in extracts of the large parasitic nematode Ascaris suum. This required the assembly of a new database of known and predicted peptides. In addition to those already sequenced, peptides were either previously predicted to be processed from precursor proteins identified in an A. suum library of expressed sequence tags (ESTs) or newly predicted from a library of A. suum genome survey sequences (GSSs). The predicted MS/MS fragmentation patterns of this collection of real and putative peptides were compared with the actual fragmentation patterns found in the MS/MS spectra of peptides fractionated by MS; this enabled individual peptides to be sequenced. Many previously identified peptides were found, and 21 novel peptides were discovered. Thus, this approach is very useful, despite the fact that the available GSS database is still preliminary, having only 1× coverage.
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Affiliation(s)
- Jessica L Jarecki
- Neuroscience Training Program, University of Wisconsin-Madison, Madison, Wisconsin 53706, USA
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Abstract
The comprehensive analysis of intact proteins down to the level of their individual amino acid sequence and the entirety of post-translational modifications is an area that can hardly be covered by the typical workflow in MS based protein analysis, which comprises enzymatic digestion, mass spectrometric analysis and subsequent database search. This approach typically provides 20-80% sequence coverage, which is not sufficient for the characterization of biopharmaceuticals, for example. This generates the requirement for a comprehensive analysis of the protein, without the risk of losing sequence information due to undetected peptides. Top-down sequencing of proteins starts from the intact protein, typically by determining the intact protein mass in the first step, a fragmentation of the intact protein is then performed within the mass spectrometer, resulting in fragment ions that allow us to pinpoint the protein sequence, as well as potential modifications or mutations in their localization and structure. A number of technologies have been developed for this task in the last few years, based on various different mass spectrometric instrument configurations, but typically based on the same technology platforms as used for bottom-up strategies. Thus, the use of one specific instrument often allows the application of top-down and bottom-up technologies in a complementary way, providing much more detailed information about the proteins of interest than either of the approaches alone.
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Jarecki JL, Andersen K, Konop CJ, Knickelbine JJ, Vestling MM, Stretton AO. Mapping neuropeptide expression by mass spectrometry in single dissected identified neurons from the dorsal ganglion of the nematode Ascaris suum. ACS Chem Neurosci 2010; 1:505-519. [PMID: 20806053 PMCID: PMC2929024 DOI: 10.1021/cn1000217] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2010] [Accepted: 04/18/2010] [Indexed: 11/30/2022] Open
Abstract
We have developed a method for dissecting single neurons from the nematode Ascaris suum, in order to determine their peptide content by mass spectrometry (MS). In this paper, we use MALDI-TOF MS and tandem MS to enumerate and sequence the peptides present in the two neurons, ALA and RID, that comprise the dorsal ganglion. We compare the peptide content determined by MS with the results of immunocytochemistry and in situ hybridization of previously isolated peptides AF2, AF8 and 6 peptides encoded by the afp-1 transcript. We find complete agreement between the three techniques, which validates single neuron MS as a method for peptide localization. We also discovered and sequenced 6 novel peptides in the ALA neuron. Cloning of cDNAs and database searching of Genomic Survey Sequences showed that transcript afp-12 encodes peptide AF36 (VPSAADMMIRFamide), and afp-13 encodes AF19 (AEGLSSPLIRFamide), AF34 (DSKLMDPLIRFamide), AF35 (DPQQRIVTDETVLRFamide), and 3 non-amidated peptides (PepTT, PepTL, and PepGE). We have found no similarities with reported peptide expression in the nematode Caenorhabditis elegans. This method promises to be ideally suited for determining the peptide content of each of the 298 neurons in the nervous system of this nematode.
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Affiliation(s)
| | - Kari Andersen
- Department of Zoology, University of Wisconsin-Madison
| | | | | | | | - Antony O. Stretton
- Neuroscience Training Program, University of Wisconsin-Madison
- Department of Zoology, University of Wisconsin-Madison
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13
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Chen R, Li L. Mass spectral imaging and profiling of neuropeptides at the organ and cellular domains. Anal Bioanal Chem 2010; 397:3185-93. [PMID: 20419488 DOI: 10.1007/s00216-010-3723-7] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2010] [Revised: 04/01/2010] [Accepted: 04/03/2010] [Indexed: 12/16/2022]
Abstract
Matrix-assisted laser desorption/ionization (MALDI) mass spectrometry (MS) is a rapid and sensitive analytical method that is well suited for determining molecular weights of peptides and proteins from complex samples. MALDI-MS can be used to profile the peptides and proteins from single-cell and small tissue samples without the need for extensive sample preparation. Furthermore, the recently developed MALDI imaging technique enables mapping of the spatial distribution of signaling molecules in tissue samples. Several examples of signaling molecule analysis at the single-cell and single-organ levels using MALDI-MS technology are highlighted followed by an outlook of future directions.
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Affiliation(s)
- Ruibing Chen
- Department of Chemistry & School of Pharmacy, University of Wisconsin-Madison, 777 Highland Avenue, Madison, WI 53705-2222, USA
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14
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Nanda JC, Stretton AOW. In situ hybridization of neuropeptide-encoding transcripts afp-1, afp-3, and afp-4 in neurons of the nematode Ascaris suum. J Comp Neurol 2010; 518:896-910. [PMID: 20058230 DOI: 10.1002/cne.22251] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
The gene transcripts encoding both the AF8 and AF2 neuropeptides of the nematode Ascaris suum have been identified, cloned, and sequenced. The AF8 transcript (afp-3) encodes five identical copies of AF8; each peptide-encoding region is flanked by the appropriate dibasic or monobasic cleavage processing sites. The AF2 transcript (afp-4) encodes three identical copies of AF2 along with the appropriate cleavage sites. In contrast, the afp-1 transcript (Edison et al. [1997] Peptides 18:929-935) encodes six different AF peptides (AF3, 4, 10, 13, 14, 20) which all share a -PGVLRFamide C-terminus but have different N-terminal sequences. By using in situ hybridization, gene transcript expression patterns of afp-1, afp-3, and afp-4 (As-flp-18, As-flp-6, and As-flp-14, respectively, in the naming convention proposed by Blaxter et al. [1997] Parasitol Today 13:416-417) were determined in the adult A. suum anterior nervous system. Each gene transcript can be localized to a different subset of neurons. These subsets of neurons are different from the subsets of Caenorhabditis elegans neurons that were shown to express identical or similar peptides by the use of promoter GFP constructs (Kim and Li [2004] J Comp Neurol 475:540-550).
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Affiliation(s)
- Jennifer Cho Nanda
- Department of Zoology and Neuroscience Training Program, University of Wisconsin-Madison, Madison, Wisconsin 53706, USA
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15
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Husson SJ, Clynen E, Boonen K, Janssen T, Lindemans M, Baggerman G, Schoofs L. Approaches to identify endogenous peptides in the soil nematode Caenorhabditis elegans. Methods Mol Biol 2010; 615:29-47. [PMID: 20013198 DOI: 10.1007/978-1-60761-535-4_3] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/11/2023]
Abstract
The transparent soil nematode Caenorhabditis elegans can be considered an important model organism due to its ease of cultivation, suitability for high-throughput genetic screens, and extremely well-defined anatomy. C. elegans contains exactly 959 cells that are ordered in defined differentiated tissues. Although C. elegans only possesses 302 neurons, a large number of similarities among the neuropeptidergic signaling pathways can be observed with other metazoans. Neuropeptides are important messenger molecules that regulate a wide variety of physiological processes. These peptidergic signaling molecules can therefore be considered important drug targets or biomarkers. Neuropeptide signaling is in the nanomolar range, and biochemical elucidation of individual peptide sequences in the past without the genomic information was challenging. Since the rise of many genome-sequencing projects and the significant boost of mass spectrometry instrumentation, many hyphenated techniques can be used to explore the "peptidome" of individual species, organs, or even cell cultures. The peptidomic approach aims to identify endogenously present (neuro)peptides by using liquid chromatography and mass spectrometry in a high-throughput way. Here we outline the basic procedures for the maintenance of C. elegans nematodes and describe in detail the peptide extraction procedures. Two peptidomics strategies (off-line HPLC-MALDI-TOF MS and on-line 2D-nanoLC-Q-TOF MS/MS) and the necessary instrumentation are described.
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Affiliation(s)
- Steven J Husson
- Functional Genomics and Proteomics, Department of Biology, K.U. Leuven, Leuven, Belgium
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16
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Marks NJ, Maule AG. Neuropeptides in Helminths: Occurrence and Distribution. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2010; 692:49-77. [DOI: 10.1007/978-1-4419-6902-6_4] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/02/2023]
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Abstract
Because of their great biological significance, neuropeptides are the subject of intensive research. Mass spectrometry (MS) is a highly informative and sensitive method used for detecting and characterizing these compounds. Successful MS analysis of neuropeptides is dependent on careful sample preparation. Herein, we present two common sample preparation strategies: direct tissue analysis and pooled tissue extraction coupled with fractionation.
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18
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Husson SJ, Landuyt B, Nys T, Baggerman G, Boonen K, Clynen E, Lindemans M, Janssen T, Schoofs L. Comparative peptidomics of Caenorhabditis elegans versus C. briggsae by LC-MALDI-TOF MS. Peptides 2009; 30:449-57. [PMID: 18760316 DOI: 10.1016/j.peptides.2008.07.021] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/29/2008] [Revised: 07/30/2008] [Accepted: 07/30/2008] [Indexed: 11/21/2022]
Abstract
Neuropeptides are important signaling molecules that function in cell-cell communication as neurotransmitters or hormones to orchestrate a wide variety of physiological conditions and behaviors. These endogenous peptides can be monitored by high throughput peptidomics technologies from virtually any tissue or organism. The neuropeptide complement of the soil nematode Caenorhabditis elegans has been characterized by on-line two-dimensional liquid chromatography and quadrupole time-of-flight tandem mass spectrometry (2D-nanoLC Q-TOF MS/MS). Here, we use an alternative peptidomics approach combining liquid chromatography (LC) with matrix-assisted laser desorption ionization time-of-flight (MALDI-TOF) mass spectrometry to map the peptide content of C. elegans and another Caenorhabditis species, Caenorhabditis briggsae. This study allows a better annotation of neuropeptide-encoding genes from the C. briggsae genome and provides a promising basis for further evolutionary comparisons.
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Affiliation(s)
- Steven J Husson
- Functional Genomics and Proteomics Unit, Department of Biology, K.U.Leuven, Naamsestraat 59, B-3000 Leuven, Belgium.
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19
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Exploring proteins in Anopheles gambiae male and female antennae through MALDI mass spectrometry profiling. PLoS One 2008; 3:e2822. [PMID: 18665262 PMCID: PMC2474704 DOI: 10.1371/journal.pone.0002822] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2008] [Accepted: 06/30/2008] [Indexed: 11/19/2022] Open
Abstract
MALDI profiling and imaging mass spectrometry (IMS) are novel techniques for direct analysis of peptides and small proteins in biological tissues. In this work we applied them to the study of Anopheles gambiae antennae, with the aim of analysing expression of soluble proteins involved in olfaction perireceptor events. MALDI spectra obtained by direct profiling on single antennae and by the analysis of extracts, showed similar profiles, although spectra obtained through profiling had a richer ion population and higher signal to noise ratio. Male and female antennae showed distinct protein profiles. MALDI imaging experiments were also performed and differences were observed in the localization of some proteins. Two proteins were identified through high resolution measurement and top-down MS/MS experiments. A 8 kDa protein only present in the male antennae matched with an unannotated sequence of the An. gambiae genome, while the presence of odorant binding protein 9 (OBP-9) was confirmed through experiments of 2-DE, followed by MS and MS/MS analysis of digested spots. This work shows that MALDI MS profiling is a technique suitable for the analysis of proteins of small and medium MW in insect appendices, and allows obtaining data for several specimens which can be investigated for differences between groups. Proteins of interest can be identified through other complementary MS approaches.
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20
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Li L, Sweedler JV. Peptides in the brain: mass spectrometry-based measurement approaches and challenges. ANNUAL REVIEW OF ANALYTICAL CHEMISTRY (PALO ALTO, CALIF.) 2008; 1:451-483. [PMID: 20636086 DOI: 10.1146/annurev.anchem.1.031207.113053] [Citation(s) in RCA: 108] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
The function and activity of almost every circuit in the human brain are modified by the signaling peptides (SPs) surrounding the neurons. As the complement of peptides can vary even in adjacent neurons and their physiological actions can occur over a broad range of concentrations, the required figures of merit for techniques to characterize SPs are surprisingly stringent. In this review, we describe the formation and catabolism of SPs and highlight a range of mass spectrometric techniques used to characterize SPs. Approaches that supply high chemical information content, direct tissue profiling, spatially resolved data, and temporal information on peptide release are also described. Because of advances in measurement technologies, our knowledge of SPs has greatly increased over the last decade, and SP discoveries will continue as the capabilities of modern measurement approaches improve.
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Affiliation(s)
- Lingjun Li
- Department of Chemistry, University of Wisconsin, Madison, 53705-2222, USA.
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21
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Husson SJ, Janssen T, Baggerman G, Bogert B, Kahn-Kirby AH, Ashrafi K, Schoofs L. Impaired processing of FLP and NLP peptides in carboxypeptidase E (EGL-21)-deficient Caenorhabditis elegans as analyzed by mass spectrometry. J Neurochem 2007; 102:246-60. [PMID: 17564681 DOI: 10.1111/j.1471-4159.2007.04474.x] [Citation(s) in RCA: 74] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Biologically active peptides are synthesized from inactive pre-proproteins or peptide precursors by the sequential actions of processing enzymes. Proprotein convertases cleave the precursor at pairs of basic amino acids, which are then removed from the carboxyl terminus of the generated fragments by a specific carboxypeptidase. Caenorhabditis elegans strains lacking proprotein convertase EGL-3 display a severely impaired neuropeptide profile (Husson et al. 2006, J. Neurochem.98, 1999-2012). In the present study, we examined the role of the C. elegans carboxypeptidase E orthologue EGL-21 in the processing of peptide precursors. More than 100 carboxy-terminally extended neuropeptides were detected in egl-21 mutant strains. These findings suggest that EGL-21 is a major carboxypeptidase involved in the processing of FMRFamide-like peptide (FLP) precursors and neuropeptide-like protein (NLP) precursors. The impaired peptide profile of egl-3 and egl-21 mutants is reflected in some similar phenotypes. They both share a severe widening of the intestinal lumen, locomotion defects, and retention of embryos. In addition, egl-3 animals have decreased intestinal fat content. Taken together, these results suggest that EGL-3 and EGL-21 are key enzymes for the proper processing of neuropeptides that control egg-laying, locomotion, fat storage and the nutritional status.
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Affiliation(s)
- Steven J Husson
- Functional Genomics and Proteomics Unit, Department of Biology, Katholieke Universiteit Leuven, Leuven, Belgium.
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22
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Yew JY, Davis R, Dikler S, Nanda J, Reinders B, Stretton AO. Peptide products of the afp-6 gene of the nematode Ascaris suum have different biological actions. J Comp Neurol 2007; 502:872-82. [PMID: 17436302 DOI: 10.1002/cne.21357] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Matrix-assisted laser desorption/ionization time-of-flight and tandem time-of-flight (MALDI-TOF and MALDI-TOF/TOF) mass spectrometry were used to sequence and localize three novel, related neuropeptides in the nervous system of the nematode Ascaris suum, AMRNALVRFamide (AF21), NGAPQPFVRFamide (AF22), and SGMRNALVRFamide (AF23). The amino acid sequences were used to clone a novel neuropeptide gene (afp-6) that encodes a precursor bearing a single copy of each of the peptides. In situ hybridization and immunocytochemistry revealed that both the transcript and the peptides are expressed in a single cell in the ventral ganglion. Pharmacological studies of intact nematodes injected with these peptides, as well as physiological studies of responses to them in muscle tissue, motor neurons, and the pharynx, reveal that these peptides have potent bioactivity in the locomotory and feeding systems. Further exploration of their effects may contribute to our understanding of neuropeptide modulation of behavior and also to the development of compounds with anthelmintic relevance.
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Affiliation(s)
- Joanne Y Yew
- Department of Zoology, University of Wisconsin, Madison, Wisconsin 53706, USA.
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23
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Affiliation(s)
- Stephanie S DeKeyser
- School of Pharmacy and Department of Chemistry, University of Wisconsin-Madison, 777 Highland Avenue, Madison, WI 53705-2222, USA
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24
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Husson SJ, Mertens I, Janssen T, Lindemans M, Schoofs L. Neuropeptidergic signaling in the nematode Caenorhabditis elegans. Prog Neurobiol 2007; 82:33-55. [PMID: 17383075 DOI: 10.1016/j.pneurobio.2007.01.006] [Citation(s) in RCA: 89] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2006] [Revised: 12/14/2006] [Accepted: 01/29/2007] [Indexed: 11/25/2022]
Abstract
The nematode Caenorhabditis elegans joins the menagerie of behavioral model systems next to the fruit fly Drosophila melanogaster, the marine snail Aplysia californica and the mouse. In contrast to Aplysia, which contains 20,000 neurons having cell bodies of hundreds of microns in diameter, C. elegans harbors only 302 tiny neurons from which the cell lineage is completely described, as is the case for all the other somatic cells. As such, this nervous system appears at first sight incommensurable with those of higher organisms, although genome-wide comparison of predicted C. elegans genes with their counterparts in vertebrates revealed many parallels. Together with its short lifespan and ease of cultivation, suitability for high-throughput genetic screenings and genome-wide RNA interference approaches, access to an advanced genetic toolkit and cell-ablation techniques, it seems that this tiny transparent organism of only 1mm in length has nothing to hide. Recently, highly exciting developments have occurred within the field of neuropeptidergic signaling in C. elegans, not only because of the availability of a sequenced genome since 1998, but especially because of state of the art post genomic technologies, that allow for molecular characterization of the signaling molecules. Here, we will focus on endogenous, bioactive (neuro)peptides and mainly discuss biosynthesis, peptide sequence information, localization and G-protein coupled receptors of the three major peptide families in C. elegans.
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Affiliation(s)
- Steven J Husson
- Functional Genomics and Proteomics Unit, Department of Biology, Katholieke Universiteit Leuven, Naamsestraat 59, B-3000 Leuven, Belgium.
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25
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Utz S, Huetteroth W, Wegener C, Kahnt J, Predel R, Schachtner J. Direct peptide profiling of lateral cell groups of the antennal lobes ofManduca sextareveals specific composition and changes in neuropeptide expression during development. Dev Neurobiol 2007; 67:764-77. [PMID: 17443823 DOI: 10.1002/dneu.20381] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
The paired antennal lobes are the first integration centers for odor information in the insect brain. In the sphinx moth Manduca sexta, like in other holometabolous insects, they are formed during metamorphosis. To further understand mechanisms involved in the formation of this particularly well investigated brain area, we performed a direct peptide profiling of a well defined cell group (the lateral cell group) of the antennal lobe throughout development by MALDI-TOF mass spectrometry. Although the majority of the about 100 obtained ion signals represent still unknown substances, this first peptidomic characterization of this cell group indicated the occurrence of 12 structurally known neuropeptides. Among these peptides are helicostatin 1, cydiastatins 2, 3, and 4, M. sexta-allatotropin (Mas-AT), M. sexta-FLRFamide (Mas-FLRFamide) I, II, and III, nonblocked Mas-FLRFamide I, and M. sexta-myoinhibitory peptides (Mas-MIPs) III, V, and VI. The identity of two of the allatostatins (cydiastatins 3 and 4) and Mas-AT were confirmed by tandem mass spectrometry (MALDI-TOF/TOF). During development of the antennal lobe, number and frequency of ion signals including those representing known peptides generally increased at the onset of glomeruli formation at pupal Stage P7/8, with cydiastatin 2, helicostatin 1, and Mas-MIP V being the exceptions. Cydiastatin 2 showed transient occurrence mainly during the period of glomerulus formation, helicostatin 1 was restricted to late pupae and adults, while Mas-MIP V occurred exclusively in adult antennal lobes. The power of the applied direct mass spectrometric profiling lies in the possibility of chemically identifying neuropeptides of a given cell population in a fast and reliable manner, at any developmental stage in single specimens. The identification of neuropeptides in the antennal lobes now allows to specifically address the function of these signaling molecules during the formation of the antennal lobe network.
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Affiliation(s)
- Sandra Utz
- Fachbereich Biologie, Tierphysiologie, Philipps Universität, Marburg, Germany
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26
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Olson MT, Epstein JA, Yergey AL. De novo peptide sequencing using exhaustive enumeration of peptide composition. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2006; 17:1041-1049. [PMID: 16735127 DOI: 10.1016/j.jasms.2006.03.007] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/08/2005] [Revised: 03/09/2006] [Accepted: 03/13/2006] [Indexed: 05/09/2023]
Abstract
We introduce the use of a peptide composition lookup table indexed by residual mass and number of amino acids for de novo sequencing of polypeptides. Polypeptides of 1600 Daltons (Da) or more can be sequenced effectively through exhaustive compositional analysis of MS/MS spectra obtained by unimolecular decomposition (without CID) in a MALDI TOF/TOF despite a fragment mass accuracy of 50 mDa. Peaks are referenced against the lookup table to obtain a complete profile of amino acid combinations, and combinations are assembled into series of increasing length. Concatenating the differences between successive entries in compositional series yields peptide sequences that can be scored and ranked according to signal intensity. While the current work involves measurements acquired on MALDI TOF-TOF, such general treatment of the data anticipates extension to other types of mass analyzers.
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Affiliation(s)
- Matthew T Olson
- Laboratory of Cellular and Molecular Biophysics, NICHD, NIH, Bethesda, Maryland, USA
| | | | - Alfred L Yergey
- Laboratory of Cellular and Molecular Biophysics, NICHD, NIH, Bethesda, Maryland, USA.
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27
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Wegener C, Reinl T, Jänsch L, Predel R. Direct mass spectrometric peptide profiling and fragmentation of larval peptide hormone release sites in Drosophila melanogaster reveals tagma-specific peptide expression and differential processing. J Neurochem 2006; 96:1362-74. [PMID: 16441518 DOI: 10.1111/j.1471-4159.2005.03634.x] [Citation(s) in RCA: 89] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Regulatory peptides represent a diverse group of messenger molecules. In insects, they are produced by endocrine cells as well as secretory neurones within the CNS. Many regulatory peptides are released as hormones into the haemolymph to regulate, for example, diuresis, heartbeat or ecdysis behaviour. Hormonal release of neuropeptides takes place at specialized organs, so-called neurohaemal organs. We have performed a mass spectrometric characterization of the peptide complement of the main neurohaemal organs and endocrine cells of the Drosophila melanogaster larva to gain insight into the hormonal communication possibilities of the fruit fly. Using matrix-assisted laser desorption ionization time-of-flight (MALDI-TOF) and MALDI-TOF-TOF tandem mass spectrometry, we detected 23 different peptides of which five were unpredicted by previous genome screenings. We also found a hitherto unknown peptide product of the capa gene in the ring gland and transverse nerves, suggesting that it might be released as hormone. Our results show that the peptidome of the neurohaemal organs is tagma-specific and does not change during metamorphosis. We also provide evidence for the first case of differential prohormone processing in Drosophila.
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Affiliation(s)
- Christian Wegener
- Emmy Noether Neuropeptide Group, Animal Physiology, Philipps-University, Marburg, Germany
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28
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Hummon AB, Amare A, Sweedler JV. Discovering new invertebrate neuropeptides using mass spectrometry. MASS SPECTROMETRY REVIEWS 2006; 25:77-98. [PMID: 15937922 DOI: 10.1002/mas.20055] [Citation(s) in RCA: 127] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
Neuropeptides are a complex set of messenger molecules controlling a wide array of regulatory functions and behaviors within an organism. These neuromodulators are cleaved from longer protein molecules and often experience numerous post-translational modifications to achieve their bioactive form. As a result of this complexity, sensitive and versatile analysis schemes are needed to characterize neuropeptides. Mass spectrometry (MS) through a variety of approaches has fueled the discovery of hundreds of neuropeptides in invertebrate species in the last decade. Particularly successful are direct tissue and single neuron analyses by matrix-assisted laser desorption/ionization (MALDI) MS, which has been used to elucidate approximately 440 neuropeptides, and examination of neuronal homogenates by electrospray ionization techniques (ESI), also leading to the characterization of over 450 peptides. Additional MS methods with great promise for the discovery of neuropeptides are MS imaging and large-scale peptidomics studies in combination with a sequenced genome.
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Affiliation(s)
- Amanda B Hummon
- Department of Chemistry, University of Illinois, Urbana, Illinois 61801, USA
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29
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Yew JY, Kutz KK, Dikler S, Messinger L, Li L, Stretton AO. Mass spectrometric map of neuropeptide expression in Ascaris suum. J Comp Neurol 2005; 488:396-413. [PMID: 15973679 DOI: 10.1002/cne.20587] [Citation(s) in RCA: 48] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
A mass spectrometric method was used for the localization and sequence characterization of peptides in the nervous system of the parasitic nematode Ascaris suum. Mass spectrometric techniques utilizing MALDI-TOF, MALDI-TOF/TOF, and MALDI-FT instruments were combined with in situ chemical derivatization to examine the expression of known and putative neuropeptides in the A. suum nervous system. This first attempt at peptidomic characterization in A. suum mapped the expression of 39 neuropeptides, 17 of which are considered to be novel and whose expression has not been previously reported. These analyses also revealed that the peptide expression profile is unique to each nervous structure and that the majority of peptides observed belong to the RFamide family of neuropeptides. In addition, four new peptide sequences with a shared C-terminal PNFLRFamide motif are proposed based on in situ sequencing with mass spectrometry.
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Affiliation(s)
- Joanne Y Yew
- Department of Zoology, University of Wisconsin, Madison, Wisconsin 53706, USA.
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