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Zhong S, Pan L, Wang Z, Zeng Z. Revealing Changes in Ovarian and Hemolymphatic Metabolites Using Widely Targeted Metabolomics between Newly Emerged and Laying Queens of Honeybee ( Apis mellifera). INSECTS 2024; 15:263. [PMID: 38667393 PMCID: PMC11050517 DOI: 10.3390/insects15040263] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Revised: 04/07/2024] [Accepted: 04/10/2024] [Indexed: 04/28/2024]
Abstract
The queen bee is a central and pivotal figure within the colony, serving as the sole fertile female responsible for its reproduction. The queen possesses an open circulatory system, with her ovaries immersed in hemolymph. A continuous and intricate transportation and interchange of substances exist between the ovaries and hemolymph of queen bees. To determine the characteristic metabolites in the hemolymph and ovary, as well as understand how their rapid metabolism contributes to the process of egg-laying by queens, we reared Apis mellifera queens from three different age groups: newly emerged queen (NEQ), newly laying queen (NLQ), and old laying queen (OLQ). Using widely targeted metabolomics, our study revealed that the laying queen (NLQ and OLQ) exhibited faster fatty acid metabolism, up-regulated expression of antioxidants, and significant depletion of amino acids compared to the NEQ. This study revealed that the levels of carnitine and antioxidants (GSH, 2-O-α-D-glucopyranosyl-L-ascorbic acid, L-ascorbic acid 2-phosphate, etc.) in the NLQ and OLQ were significantly higher compared to NEQ. However, most of the differentially expressed amino acids, such as L-tryptophan, L-tyrosine, L-aspartic acid, etc., detected in NLQ and OLQ were down-regulated compared to the NEQ. Following egg-laying, pathways in the queens change significantly, e.g., Tryptophan metabolism, Tyrosine metabolism, cAMP signaling pathway, etc. Our results suggest that carnitine and antioxidants work together to maintain the redox balance of the queen. Additionally, various amino acids are responsible for maintaining the queen's egg production.
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Affiliation(s)
- Shiqing Zhong
- Honeybee Research Institute, Jiangxi Agricultural University, Nanchang 330045, China; (S.Z.); (L.P.); (Z.W.)
- Jiangxi Province Key Laboratory of Honeybee Biology and Beekeeping, Nanchang 330045, China
| | - Luxia Pan
- Honeybee Research Institute, Jiangxi Agricultural University, Nanchang 330045, China; (S.Z.); (L.P.); (Z.W.)
- Jiangxi Province Key Laboratory of Honeybee Biology and Beekeeping, Nanchang 330045, China
| | - Zilong Wang
- Honeybee Research Institute, Jiangxi Agricultural University, Nanchang 330045, China; (S.Z.); (L.P.); (Z.W.)
- Jiangxi Province Key Laboratory of Honeybee Biology and Beekeeping, Nanchang 330045, China
| | - Zhijiang Zeng
- Honeybee Research Institute, Jiangxi Agricultural University, Nanchang 330045, China; (S.Z.); (L.P.); (Z.W.)
- Jiangxi Province Key Laboratory of Honeybee Biology and Beekeeping, Nanchang 330045, China
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Worsawat P, Noppawan P, Croise C, Supanchaiyamat N, McElroy CR, Hunt AJ. Acid-catalysed reactions of amines with dimethyl carbonate. Org Biomol Chem 2023; 21:1070-1081. [PMID: 36629051 DOI: 10.1039/d2ob02222b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Highly effective acid-catalysed reactions of amines with dimethyl carbonate (DMC) have been conducted with significant yields and selectivity of carboxymethylation or methylation products. Lewis acids (FeCl3, ZnCl2, and AlCl3·6H2O), Brønsted acids (PTSA, acetic, and formic acids), and acids supported on silica (silica sulfuric and silica perchlorate) resulted in carboxymethylation of primary aliphatic amines with high conversions. It was found that the Lewis acid FeCl3 also promoted carboxymethylation of primary aromatic amines and secondary amines. At both 90 °C or an elevated temperature of 150 °C under pressure, AlCl3·6H2O demonstrated highly selective monomethylation of aromatic amines. In addition, both silica sulfuric acid and silica perchlorate at 90 °C exhibited no conversion for secondary amines but enhanced carboxymethylation with high conversions of 80.7-87.5% and selectivity of >99.00% at 150 °C in a pressure reactor. At 1.0 equivalent, both promoted excellent conversion and selectivity of primary aliphatic amines at 90 °C. In addition, they were easily recovered and reused for at least four additional reactions without significant loss of efficiency with consistent conversions and selectivity. Green metrics evaluation for the silica sulfuric acid-catalysed reaction highlighted the sustainability features of the process. Silica-supported catalysts are highly stable, making them ideal alternative catalysts for the methylation and carbonylation of various amines with DMC. Acid-catalysed DMC reactions of amines may expand the substrate scope and offer new opportunities for developing sustainable organic synthetic methodologies.
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Affiliation(s)
- Pattamabhorn Worsawat
- Materials Chemistry Research Center (MCRC), Centre of Excellence for Innovation in Chemistry, Department of Chemistry, Faculty of Science, Khon Kaen University, Khon Kaen, 40002, Thailand.
| | - Pakin Noppawan
- Department of Chemistry, Faculty of Science, Mahasarakham University, Maha Sarakham, 44150, Thailand
| | - Charlotte Croise
- Green Chemistry Centre of Excellence, Department of Chemistry, University of York, Heslington, YO10 5DD, UK.,Institute of Chemistry, University of Poitiers, 86000 Poitiers, France
| | - Nontipa Supanchaiyamat
- Materials Chemistry Research Center (MCRC), Centre of Excellence for Innovation in Chemistry, Department of Chemistry, Faculty of Science, Khon Kaen University, Khon Kaen, 40002, Thailand.
| | - Con R McElroy
- Green Chemistry Centre of Excellence, Department of Chemistry, University of York, Heslington, YO10 5DD, UK
| | - Andrew J Hunt
- Materials Chemistry Research Center (MCRC), Centre of Excellence for Innovation in Chemistry, Department of Chemistry, Faculty of Science, Khon Kaen University, Khon Kaen, 40002, Thailand.
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Niu X, Mi S, Jin Q, Sang Y, Wang X. Characterization and discrimination of two varieties of eggplants using multi-element and metabolomics profiles coupled with chemometrics analysis. Food Res Int 2022; 162:111976. [DOI: 10.1016/j.foodres.2022.111976] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Revised: 09/14/2022] [Accepted: 09/21/2022] [Indexed: 11/04/2022]
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Mi S, Wang Y, Zhang X, Sang Y, Wang X. Authentication of the geographical origin of sesame seeds based on proximate composition, multi-element and volatile fingerprinting combined with chemometrics. Food Chem 2022; 397:133779. [PMID: 35914458 DOI: 10.1016/j.foodchem.2022.133779] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2022] [Revised: 06/28/2022] [Accepted: 07/22/2022] [Indexed: 11/19/2022]
Abstract
The current study was designed to discriminate and authenticate sesame seeds cultivated in China, Togo, Sudan, Mozambique and Ethiopia. Fingerprinting analysis combined with chemometrics was applied to clarify the differences present in the chemical elements and volatiles of sesame seeds. Clear separations were observed among different groups of sesame seeds. Discrimination models were established with 100 % correction rate for the authentication of investigated sesame seeds. A panel of 14 chemical elements and 12 volatile compounds with p value < 0.05 and VIP score > 1 was suggested as important contributors for the discrimination of sesame seeds from China, Togo, Sudan, Mozambique and Ethiopia. In conclusion, our data demonstrate that chemical analysis together with chemometrics is of great applicability to authenticate the geographical origins of sesame seeds.
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Affiliation(s)
- Si Mi
- College of Food Science and Technology, Hebei Agricultural University, Baoding 071000, China
| | - Yuhang Wang
- College of Food Science and Technology, Hebei Agricultural University, Baoding 071000, China
| | - Xiangnan Zhang
- College of Food Science and Technology, Hebei Agricultural University, Baoding 071000, China
| | - Yaxin Sang
- College of Food Science and Technology, Hebei Agricultural University, Baoding 071000, China
| | - Xianghong Wang
- College of Food Science and Technology, Hebei Agricultural University, Baoding 071000, China.
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5
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Identification of Geographical Origin of Milk by Amino Acid Profile Coupled with Chemometric Analysis. J FOOD QUALITY 2022. [DOI: 10.1155/2022/2001253] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
This study aimed to establish a method to identify the geographical origin of milk based on its amino acid profile. High-performance liquid chromatography (HPLC) was carried out to measure amino acid contents. The significant differences of amino acid profiles of milk samples from four regions in China (Hebei, Ningxia, Heilongjiang, and Inner Mongolia) were analyzed by ANOVA. Furthermore, the principal component analysis (PCA) demonstrated the feasibility of geographical origin identification using an amino acid profile, which the first 2 principal components account for 65.62% of total variance. The predictive model for the geographical origin of milk samples was established by orthogonal partial least squares-discriminant analysis (OPLS-DA) with a classification accuracy of 100% and the performance parameters of R2X 0.98, R2Y 0.82, and Q2 0.75. The excellent predictive ability of the model was validated using the validation data set. The analysis of variable importance in projection (VIP) showed that seven amino acids played a key role in the geographical origin identification. This method is a reliable strategy to identify the geographical origin of milk for protecting consumers against mislabeling fraud.
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Presence of Known and Emerging Honey Bee Pathogens in Apiaries of Veneto Region (Northeast of Italy) during Spring 2020 and 2021. APPLIED SCIENCES-BASEL 2022. [DOI: 10.3390/app12042134] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
A progressive honey bee population decline has been reported worldwide during the last decades, and it could be attributed to several causes, in particular to the presence of pathogens and parasites that can act individually or in synergy. The health status of nine apiaries located in different areas of the Veneto region (northeast of Italy) was assessed for two consecutive years (2020 and 2021) in spring, during the resumption of honey bee activity, for determining the presence of known (Nosema spp., Varroa mite and viruses) and less known or emerging pathogens (Lotmaria passim and Crithidia mellificae) in honey bees. After honey bees sampling from each of the nine apiaries, Nosema apis, Nosema ceranae, L. passim, C. mellificae, ABPV, CBPV, IAPV, KBV, BQCV, SBV, DWV-A, DWV-B and V. destructor were investigated either by microscopic observation or PCR protocols. The viruses BQCV, SBV, CBPV followed by N. ceranae and L. passim were the most prevalent pathogens, and many of the investigated hives, despite asymptomatic, had different degrees of co-infection. This study aimed to highlight, during the resumption of honey bee activity in spring, the prevalence and spreading in the regional territory of different honey bee pathogens, which could alone or synergistically alter the homeostasis of bees colonies. The information gathered would increase our knowledge about the presence of these microorganisms and parasites in the territory and could contribute to improve beekeepers practice.
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Liu W, Li L, Xia X, Zhou X, Du Y, Yin Z, Wang J. Integration of Urine Proteomic and Metabolomic Profiling Reveals Novel Insights Into Neuroinflammation in Autism Spectrum Disorder. Front Psychiatry 2022; 13:780747. [PMID: 35615451 PMCID: PMC9124902 DOI: 10.3389/fpsyt.2022.780747] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Accepted: 03/21/2022] [Indexed: 11/13/2022] Open
Abstract
Autism spectrum disorder (ASD) comprises a group of neurodevelopmental disorders whose etiology and pathogenesis are not fully understood. To gain insight into the molecular basis of ASD, we performed comparative integrated proteomic and metabolomic analyses of urine samples from children diagnosed with ASD and healthy children. All 160 samples underwent proteomics analysis and 60 were analyzed by liquid chromatography-mass spectrometry to obtain metabolite profiles. We identified 77 differentially expressed proteins (DEPs; 21 downregulated and 56 upregulated) and 277 differentially expressed metabolites; 31 of the DEPs including glutathione, leukocyte antigens, glycoproteins, neural adhesion factors, and immunoglobulins, have been implicated in neuroinflammation. The proteomic analysis also revealed 8 signaling pathways that were significantly dysregulated in ASD patients; 3 of these (transendothelial leukocyte migration, antigen processing and presentation, and graft vs. host disease) were associated with the neuroimmune response. The metabolism of tryptophan, which is also related to the neuroimmune response, has been found to play a potential role in ASD. Integrated proteome and metabolome analysis showed that 6 signaling pathways were significantly enriched in ASD patients, 3 of which were correlated with impaired neuroinflammation (glutathione metabolism, metabolism of xenobiotics by cytochrome P450 and transendothelial migration of leukocyte). We also found a correlation between prostaglandin (PG) E2 levels and the inflammatory response in ASD. These results underscore the prominent role of the neuroimmune response in ASD and provide potential biomarkers that can be used for diagnosis or as targets for early intervention.
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Affiliation(s)
- Wenlong Liu
- Department of Child Development and Behavior, School of Medicine, Women and Children's Hospital, Xiamen University, Xiamen, China
| | - Liming Li
- Department of Public Health and Medical Technology, Xiamen Medical College, Xiamen, China
| | - Xiaochun Xia
- Department of Public Health and Medical Technology, Xiamen Medical College, Xiamen, China
| | - Xulan Zhou
- Department of Public Health and Medical Technology, Xiamen Medical College, Xiamen, China
| | - Yukai Du
- Department of Maternal and Child Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Zhaoqing Yin
- Division of Neonatology, The People's Hospital of Dehong Autonomous Prefecture, Mangshi, China
| | - Juan Wang
- Department of Public Health and Medical Technology, Xiamen Medical College, Xiamen, China
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Quque M, Villette C, Criscuolo F, Sueur C, Bertile F, Heintz D. Eusociality is linked to caste-specific differences in metabolism, immune system, and somatic maintenance-related processes in an ant species. Cell Mol Life Sci 2021; 79:29. [PMID: 34971425 PMCID: PMC11073003 DOI: 10.1007/s00018-021-04024-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Revised: 10/08/2021] [Accepted: 11/05/2021] [Indexed: 01/08/2023]
Abstract
The social organization of many primate, bird and rodent species and the role of individuals within that organization are associated with specific individual physiological traits. However, this association is perhaps most pronounced in eusocial insects (e.g., termites, ants). In such species, genetically close individuals show significant differences in behavior, physiology, and life expectancy. Studies addressing the metabolic changes according to the social role are still lacking. We aimed at understanding how sociality could influence essential molecular processes in a eusocial insect, the black garden ant (Lasius niger) where queens can live up to ten times longer than workers. Using mass spectrometry-based analysis, we explored the whole metabolome of queens, nest-workers and foraging workers. A former proteomics study done in the same species allowed us to compare the findings of both approaches. Confirming the former results at the proteome level, we showed that queens had fewer metabolites related to immunity. Contrary to our predictions, we did not find any metabolite linked to reproduction in queens. Among the workers, foragers had a metabolic signature reflecting a more stressful environment and a more highly stimulated immune system. We also found that nest-workers had more digestion-related metabolites. Hence, we showed that specific metabolic signatures match specific social roles. Besides, we identified metabolites differently expressed among behavioral castes and involved in nutrient sensing and longevity pathways (e.g., sirtuins, FOXO). The links between such molecular pathways and aging being found in an increasing number of taxa, our results confirm and strengthen their potential universality.
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Affiliation(s)
- Martin Quque
- Université de Strasbourg, CNRS, IPHC UMR 7178, 23 rue du Loess, F-67000, Strasbourg, France.
| | - Claire Villette
- Plant Imaging and Mass Spectrometry (PIMS), Institut de Biologie Moléculaire des Plantes, CNRS, Université de Strasbourg, 12 rue du Général Zimmer, F-67000, Strasbourg, France
| | - François Criscuolo
- Université de Strasbourg, CNRS, IPHC UMR 7178, 23 rue du Loess, F-67000, Strasbourg, France
| | - Cédric Sueur
- Université de Strasbourg, CNRS, IPHC UMR 7178, 23 rue du Loess, F-67000, Strasbourg, France
- Institut Universitaire de France, 75005, Paris, France
| | - Fabrice Bertile
- Université de Strasbourg, CNRS, IPHC UMR 7178, 23 rue du Loess, F-67000, Strasbourg, France
- Infrastructure Nationale de Protéomique ProFI, FR2048, Strasbourg, France
| | - Dimitri Heintz
- Plant Imaging and Mass Spectrometry (PIMS), Institut de Biologie Moléculaire des Plantes, CNRS, Université de Strasbourg, 12 rue du Général Zimmer, F-67000, Strasbourg, France
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Standard Methods for Dissection of Varroa destructor Females. INSECTS 2021; 13:insects13010037. [PMID: 35055880 PMCID: PMC8781925 DOI: 10.3390/insects13010037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 12/20/2021] [Accepted: 12/25/2021] [Indexed: 11/17/2022]
Abstract
Varroa destructor (Anderson and Trueman) is known as a major pest of Apis mellifera L, especially in the Northern Hemisphere where its effects can be deleterious. As an obligate parasite, this mite relies entirely on its host to reproduce and complete its cycle. Studies focusing on isolated organs are needed to better comprehend this organism. To conduct such targeted molecular or physiological studies, the dissection of V. destructor mites is crucial as it allows the extraction of specific organs. Here, we propose a technical article showing detailed steps of females V. destructor dissection, illustrated with pictures and videos. These illustrated guidelines will represent a helpful tool to go further in V. destructor research.
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McDevitt JC, Gupta RA, Dickinson SG, Martin PL, Rieuthavorn J, Freund A, Pizzorno MC, Capaldi EA, Rovnyak D. Methodology for Single Bee and Bee Brain 1H-NMR Metabolomics. Metabolites 2021; 11:metabo11120864. [PMID: 34940622 PMCID: PMC8704342 DOI: 10.3390/metabo11120864] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Revised: 12/07/2021] [Accepted: 12/07/2021] [Indexed: 11/16/2022] Open
Abstract
The feasibility of metabolomic 1H NMR spectroscopy is demonstrated for its potential to help unravel the complex factors that are impacting honeybee health and behavior. Targeted and non-targeted 1H NMR metabolic profiles of liquid and tissue samples of organisms could provide information on the pathology of infections and on environmentally induced stresses. This work reports on establishing extraction methods for NMR metabolic characterization of Apis mellifera, the European honeybee, describes the currently assignable aqueous metabolome, and gives examples of diverse samples (brain, head, body, whole bee) and biologically meaningful metabolic variation (drone, forager, day old, deformed wing virus). Both high-field (600 MHz) and low-field (80 MHz) methods are applicable, and 1H NMR can observe a useful subset of the metabolome of single bees using accessible NMR instrumentation (600 MHz, inverse room temperature probe) in order to avoid pooling several bees. Metabolite levels and changes can be measured by NMR in the bee brain, where dysregulation of metabolic processes has been implicated in colony collapse. For a targeted study, the ability to recover 10-hydroxy-2-decenoic acid in mandibular glands is shown, as well as markers of interest in the bee brain such as GABA (4-aminobutyrate), proline, and arginine. The findings here support the growing use of 1H NMR more broadly in bees, native pollinators, and insects.
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Affiliation(s)
- Jayne C. McDevitt
- Department of Chemistry, Bucknell University, 1 Dent Drive, Lewisburg, PA 17837, USA; (J.C.M.); (R.A.G.); (S.G.D.); (P.L.M.)
| | - Riju A. Gupta
- Department of Chemistry, Bucknell University, 1 Dent Drive, Lewisburg, PA 17837, USA; (J.C.M.); (R.A.G.); (S.G.D.); (P.L.M.)
| | - Sydney G. Dickinson
- Department of Chemistry, Bucknell University, 1 Dent Drive, Lewisburg, PA 17837, USA; (J.C.M.); (R.A.G.); (S.G.D.); (P.L.M.)
| | - Phillip L. Martin
- Department of Chemistry, Bucknell University, 1 Dent Drive, Lewisburg, PA 17837, USA; (J.C.M.); (R.A.G.); (S.G.D.); (P.L.M.)
| | - Jean Rieuthavorn
- Department of Biology, Bucknell University, 1 Dent Drive, Lewisburg, PA 17837, USA; (J.R.); (M.C.P.); (E.A.C.)
| | - Amy Freund
- Bruker Biospin, 15 Fortune Drive, Billerica, MA 01821, USA;
| | - Marie C. Pizzorno
- Department of Biology, Bucknell University, 1 Dent Drive, Lewisburg, PA 17837, USA; (J.R.); (M.C.P.); (E.A.C.)
| | - Elizabeth A. Capaldi
- Department of Biology, Bucknell University, 1 Dent Drive, Lewisburg, PA 17837, USA; (J.R.); (M.C.P.); (E.A.C.)
- Program in Animal Behavior, Bucknell University, 1 Dent Drive, Lewisburg, PA 17837, USA
| | - David Rovnyak
- Department of Chemistry, Bucknell University, 1 Dent Drive, Lewisburg, PA 17837, USA; (J.C.M.); (R.A.G.); (S.G.D.); (P.L.M.)
- Correspondence:
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Pratavieira M, da Silva Menegasso AR, Roat T, Malaspina O, Palma MS. In Situ Metabolomics of the Honeybee Brain: The Metabolism of l-Arginine through the Polyamine Pathway in the Proboscis Extension Response (PER). J Proteome Res 2020; 19:832-844. [PMID: 31859515 DOI: 10.1021/acs.jproteome.9b00653] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The proboscis extension response (PER) reflex may be used to condition the pairing of an odor with sucrose, which is applied to the antennae, in experiments to induce learning, where the odor represents a conditioned stimulus, while sucrose represents an unconditioned stimulus. A series of studies have been conducted on honeybees, relating learning and memory acquisition/retrieval using the PER as a strategy for accessing their ability to exhibit an unconditioned stimulus; however, the major metabolic processes involved in the PER are not well known. Thus, the aim of this investigation is profiling the metabolome of the honeybee brain involved in the PER. In this study, a semiquantitative approach of matrix-assisted laser desorption ionization (MALDI) mass spectral imaging (MSI) was used to profile the most abundant metabolites of the honeybee brain that support the PER. It was reported that execution of the PER requires the metabolic transformations of arginine, ornithine, and lysine as substrates for the production of putrescine, cadaverine, spermine, spermidine, 1,3-diaminopropane, and γ-aminobutyric acid (GABA). Considering the global metabolome of the brain of honeybee workers, the PER requires the consumption of large amounts of cadaverine and 1,3-diaminopropane, in parallel with the biosynthesis of high amounts of spermine, spermidine, and ornithine. To exhibit the PER, the brain of honeybee workers processes the conversion of l-arginine and l-lysine through the polyamine pathway, with different regional metabolomic profiles at the individual neuropil level. The outcomes of this study using this metabolic route as a reference are indicating that the antennal lobes and the calices (medial and lateral) were the most active brain regions for supporting the PER.
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Affiliation(s)
- Marcel Pratavieira
- Department of Biology, Center of the Study of Social Insects, Institute of Biosciences , University of São Paulo State (UNESP) , Rio Claro , SP CEP 13506-900 , Brazil
| | - Anally Ribeiro da Silva Menegasso
- Department of Biology, Center of the Study of Social Insects, Institute of Biosciences , University of São Paulo State (UNESP) , Rio Claro , SP CEP 13506-900 , Brazil
| | - Thaisa Roat
- Department of Biology, Center of the Study of Social Insects, Institute of Biosciences , University of São Paulo State (UNESP) , Rio Claro , SP CEP 13506-900 , Brazil
| | - Osmar Malaspina
- Department of Biology, Center of the Study of Social Insects, Institute of Biosciences , University of São Paulo State (UNESP) , Rio Claro , SP CEP 13506-900 , Brazil
| | - Mario Sergio Palma
- Department of Biology, Center of the Study of Social Insects, Institute of Biosciences , University of São Paulo State (UNESP) , Rio Claro , SP CEP 13506-900 , Brazil
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Wu X, Pan X, Cao S, Xu F, Lan L, Zhang Y, Lian S, Yan M, Li A. iTRAQ-based quantitative proteomic analysis provides insights into strong broodiness in Muscovy duck (Cairina moschata) combined with metabolomics analysis. J Proteomics 2019; 204:103401. [PMID: 31152940 DOI: 10.1016/j.jprot.2019.103401] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2018] [Revised: 05/17/2019] [Accepted: 05/28/2019] [Indexed: 02/06/2023]
Abstract
Much attention has been paid to the broodiness of the Muscovy duck, but the molecular mechanism of broodiness remains largely unknown. In this study, the ovary tissues of Muscovy ducks during the broody and laying periods were used to investigate differentially expressed proteins (DEPs) by the iTRAQ-based proteomics approach. A total of 335 DEPs were identified, including 139 up-regulated and 196 down-regulated proteins. Six proteins (APOV1, GAL, SAA, GNB5, VLDLR and CDK1) with higher changes in expression were selected, and these proteins are mainly involved in the pathways related to reproductive performance, such as Oocyte meiosis, and PI3K-Akt signaling pathway. Steroid biosynthesis was the most significantly enriched pathway by KEGG pathway enriched analysis. The qRT-PCR analysis was applied to verify the proteomic analysis. Meanwhile, metabolomics analysis found that several important differentially expressed metabolites (DEMs) (7-dehydrodesmosterol, 25-Hydroxyvitamin D3, 7-Dehydrocholesterol, Pregnanolone, Allopregnanolone and estrogen) that were also mainly involved in Steroid biosynthesis, Steroid hormone biosynthesis and Metabolic pathways. Crucially, the changes in the abundance of these metabolites are closely related to the changes in the protein abundance of proteins identified in the same pathway, and it is always the upstream key enzymes that influence the production of downstream metabolites.
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Affiliation(s)
- Xu Wu
- Institutional addresses: College of Animal Science, Fujian Agriculture and Forestry University, Fuzhou 350002, Fujian, PR China
| | - Xiaoli Pan
- Institutional addresses: College of Animal Science, Fujian Agriculture and Forestry University, Fuzhou 350002, Fujian, PR China
| | - Sumei Cao
- Institutional addresses: College of Animal Science, Fujian Agriculture and Forestry University, Fuzhou 350002, Fujian, PR China
| | - Faqiong Xu
- Institutional addresses: College of Animal Science, Fujian Agriculture and Forestry University, Fuzhou 350002, Fujian, PR China
| | - Liming Lan
- Institutional addresses: College of Animal Science, Fujian Agriculture and Forestry University, Fuzhou 350002, Fujian, PR China
| | - Yingyan Zhang
- Institutional addresses: College of Animal Science, Fujian Agriculture and Forestry University, Fuzhou 350002, Fujian, PR China
| | - Senyang Lian
- Institutional addresses: College of Animal Science, Fujian Agriculture and Forestry University, Fuzhou 350002, Fujian, PR China
| | - Meijiao Yan
- Institutional addresses: College of Animal Science, Fujian Agriculture and Forestry University, Fuzhou 350002, Fujian, PR China
| | - Ang Li
- Institutional addresses: College of Animal Science, Fujian Agriculture and Forestry University, Fuzhou 350002, Fujian, PR China..
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Identification of metabolite biomarkers for L-DOPA-induced dyskinesia in a rat model of Parkinson's disease by metabolomic technology. Behav Brain Res 2018; 347:175-183. [PMID: 29551735 DOI: 10.1016/j.bbr.2018.03.020] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2017] [Revised: 03/02/2018] [Accepted: 03/13/2018] [Indexed: 02/07/2023]
Abstract
L-DOPA-induced dyskinesia (LID) is a frequent complication of chronic L-DOPA therapy in the clinical treatment of Parkinson's disease (PD). The pathogenesis of LID involves complex molecular mechanisms in the striatum. Metabolomics can shed light on striatal metabolic alterations in LID. In the present study, we compared metabolomics profiles of striatum tissue from Parkinsonian rats with or without dyskinetic symptoms after chronic L-DOPA administration. A liquid chromatography-mass spectrometry based global metabolomics method combined with multivariate statistical analyses were used to detect candidate metabolites associated with LID. 36 dysregulated metabolites in the striatum of LID rats, including anandamide, 2-arachidonoylglycerol, adenosine, glutamate and sphingosine1-phosphate were identified. Furthermore, IMPaLA metabolite set analysis software was used to identify differentially regulated metabolic pathways. The results showed that the metabolic pathways of "Retrograde endocannabinoid signaling", "Phospholipase D signaling pathway", "Glycerophospholipid metabolism" and "Sphingolipid signaling", etc. were dysregulated in LID rats compared to non-LID controls. Moreover, integrated pathway analysis based on results from the present metabolomics and our previous gene expression data in LID rats further demonstrates that aberrant "Retrograde endocannabinoid signaling" pathway might be involved in the development of LID. The present results provide a new profile for the understanding of the pathological mechanism of LID.
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Lee LC, Liong CY, Jemain AA. Partial least squares-discriminant analysis (PLS-DA) for classification of high-dimensional (HD) data: a review of contemporary practice strategies and knowledge gaps. Analyst 2018; 143:3526-3539. [DOI: 10.1039/c8an00599k] [Citation(s) in RCA: 261] [Impact Index Per Article: 43.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
This review highlights and discusses critically various knowledge gaps in classification modelling using PLS-DA for high dimensional data.
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Affiliation(s)
- Loong Chuen Lee
- Forensic Science Programme
- FSK
- Universiti Kebangsaan Malaysia
- 50300 Kuala Lumpur
- Malaysia
| | - Choong-Yeun Liong
- Statistics Programme
- FST
- Universiti Kebangsaan Malaysia
- 43600 Bangi
- Malaysia
| | - Abdul Aziz Jemain
- Statistics Programme
- FST
- Universiti Kebangsaan Malaysia
- 43600 Bangi
- Malaysia
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