1
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Surzenko N, Bastidas J, Reid RW, Curaba J, Zhang W, Bostan H, Wilson M, Dominique A, Roberson J, Ignacio G, Komarnytsky S, Sanders A, Lambirth K, Brouwer CR, El-Khodor BF. Functional recovery following traumatic brain injury in rats is enhanced by oral supplementation with bovine thymus extract. FASEB J 2024; 38:e23460. [PMID: 38315443 DOI: 10.1096/fj.202301859r] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 11/30/2023] [Accepted: 01/18/2024] [Indexed: 02/07/2024]
Abstract
Traumatic brain injury (TBI) is one of the leading causes of death worldwide. There are currently no effective treatments for TBI, and trauma survivors suffer from a variety of long-lasting health consequences. With nutritional support recently emerging as a vital step in improving TBI patients' outcomes, we sought to evaluate the potential therapeutic benefits of nutritional supplements derived from bovine thymus gland, which can deliver a variety of nutrients and bioactive molecules. In a rat model of controlled cortical impact (CCI), we determined that animals supplemented with a nuclear fraction of bovine thymus (TNF) display greatly improved performance on beam balance and spatial memory tests following CCI. Using RNA-Seq, we identified an array of signaling pathways that are modulated by TNF supplementation in rat hippocampus, including those involved in the process of autophagy. We further show that bovine thymus-derived extracts contain antigens found in neural tissues and that supplementation of rats with thymus extracts induces production of serum IgG antibodies against neuronal and glial antigens, which may explain the enhanced animal recovery following CCI through possible oral tolerance mechanism. Collectively, our data demonstrate, for the first time, the potency of a nutritional supplement containing nuclear fraction of bovine thymus in enhancing the functional recovery from TBI.
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Affiliation(s)
- Natalia Surzenko
- Nutrition Innovation Center, Standard Process, Inc., Kannapolis, North Carolina, USA
| | | | - Robert W Reid
- College of Computing and Informatics, University of North Carolina at Charlotte, Kannapolis, North Carolina, USA
| | - Julien Curaba
- Eremid Genomic Services, LLC, Kannapolis, North Carolina, USA
| | - Wei Zhang
- Nutrition Innovation Center, Standard Process, Inc., Kannapolis, North Carolina, USA
| | - Hamed Bostan
- Eremid Genomic Services, LLC, Kannapolis, North Carolina, USA
| | - Mickey Wilson
- Nutrition Innovation Center, Standard Process, Inc., Kannapolis, North Carolina, USA
| | - Ashley Dominique
- Nutrition Innovation Center, Standard Process, Inc., Kannapolis, North Carolina, USA
| | - Julia Roberson
- Nutrition Innovation Center, Standard Process, Inc., Kannapolis, North Carolina, USA
| | - Glicerio Ignacio
- David H. Murdock Research Institute, Kannapolis, North Carolina, USA
| | - Slavko Komarnytsky
- Department of Food, Bioprocessing and Nutrition Sciences, Plants for Human Health Institute, North Carolina State University, Kannapolis, North Carolina, USA
| | - Alexa Sanders
- College of Computing and Informatics, University of North Carolina at Charlotte, Kannapolis, North Carolina, USA
| | - Kevin Lambirth
- College of Computing and Informatics, University of North Carolina at Charlotte, Kannapolis, North Carolina, USA
| | - Cory R Brouwer
- College of Computing and Informatics, University of North Carolina at Charlotte, Kannapolis, North Carolina, USA
| | - Bassem F El-Khodor
- Nutrition Innovation Center, Standard Process, Inc., Kannapolis, North Carolina, USA
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2
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Coe K, Bostan H, Rolling W, Turner-Hissong S, Macko-Podgórni A, Senalik D, Liu S, Seth R, Curaba J, Mengist MF, Grzebelus D, Van Deynze A, Dawson J, Ellison S, Simon P, Iorizzo M. Population genomics identifies genetic signatures of carrot domestication and improvement and uncovers the origin of high-carotenoid orange carrots. Nat Plants 2023; 9:1643-1658. [PMID: 37770615 PMCID: PMC10581907 DOI: 10.1038/s41477-023-01526-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Accepted: 08/28/2023] [Indexed: 09/30/2023]
Abstract
Here an improved carrot reference genome and resequencing of 630 carrot accessions were used to investigate carrot domestication and improvement. The study demonstrated that carrot was domesticated during the Early Middle Ages in the region spanning western Asia to central Asia, and orange carrot was selected during the Renaissance period, probably in western Europe. A progressive reduction of genetic diversity accompanied this process. Genes controlling circadian clock/flowering and carotenoid accumulation were under selection during domestication and improvement. Three recessive genes, at the REC, Or and Y2 quantitative trait loci, were essential to select for the high α- and β-carotene orange phenotype. All three genes control high α- and β-carotene accumulation through molecular mechanisms that regulate the interactions between the carotenoid biosynthetic pathway, the photosynthetic system and chloroplast biogenesis. Overall, this study elucidated carrot domestication and breeding history and carotenoid genetics at a molecular level.
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Affiliation(s)
- Kevin Coe
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC, USA
- Department of Plant and Agroecosystem Sciences, University of Wisconsin-Madison, Madison, WI, USA
| | - Hamed Bostan
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC, USA
| | - William Rolling
- Department of Plant and Agroecosystem Sciences, University of Wisconsin-Madison, Madison, WI, USA
- Agricultural Research Service, Vegetable Crops Research Unit, US Department of Agriculture, Madison, WI, USA
| | | | - Alicja Macko-Podgórni
- Department of Plant Biology and Biotechnology, Faculty of Biotechnology and Horticulture, University of Agriculture in Krakow, Krakow, Poland
| | - Douglas Senalik
- Department of Plant and Agroecosystem Sciences, University of Wisconsin-Madison, Madison, WI, USA
- Agricultural Research Service, Vegetable Crops Research Unit, US Department of Agriculture, Madison, WI, USA
| | - Su Liu
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC, USA
| | - Romit Seth
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC, USA
| | - Julien Curaba
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC, USA
| | - Molla Fentie Mengist
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC, USA
| | - Dariusz Grzebelus
- Department of Plant Biology and Biotechnology, Faculty of Biotechnology and Horticulture, University of Agriculture in Krakow, Krakow, Poland
| | - Allen Van Deynze
- Seed Biotechnology Center, University of California, Davis, CA, USA
| | - Julie Dawson
- Department of Plant and Agroecosystem Sciences, University of Wisconsin-Madison, Madison, WI, USA
| | - Shelby Ellison
- Department of Plant and Agroecosystem Sciences, University of Wisconsin-Madison, Madison, WI, USA
| | - Philipp Simon
- Department of Plant and Agroecosystem Sciences, University of Wisconsin-Madison, Madison, WI, USA.
- Agricultural Research Service, Vegetable Crops Research Unit, US Department of Agriculture, Madison, WI, USA.
| | - Massimo Iorizzo
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC, USA.
- Department of Horticultural Science, North Carolina State University, Raleigh, NC, USA.
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3
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Pardo-Palacios FJ, Wang D, Reese F, Diekhans M, Carbonell-Sala S, Williams B, Loveland JE, De María M, Adams MS, Balderrama-Gutierrez G, Behera AK, Gonzalez JM, Hunt T, Lagarde J, Liang CE, Li H, Jerryd Meade M, Moraga Amador DA, Prjibelski AD, Birol I, Bostan H, Brooks AM, Hasan Çelik M, Chen Y, Du MR, Felton C, Göke J, Hafezqorani S, Herwig R, Kawaji H, Lee J, Liang Li J, Lienhard M, Mikheenko A, Mulligan D, Ming Nip K, Pertea M, Ritchie ME, Sim AD, Tang AD, Kei Wan Y, Wang C, Wong BY, Yang C, Barnes I, Berry A, Capella S, Dhillon N, Fernandez-Gonzalez JM, Ferrández-Peral L, Garcia-Reyero N, Goetz S, Hernández-Ferrer C, Kondratova L, Liu T, Martinez-Martin A, Menor C, Mestre-Tomás J, Mudge JM, Panayotova NG, Paniagua A, Repchevsky D, Rouchka E, Saint-John B, Sapena E, Sheynkman L, Laird Smith M, Suner MM, Takahashi H, Youngworth IA, Carninci P, Denslow ND, Guigó R, Hunter ME, Tilgner HU, Wold BJ, Vollmers C, Frankish A, Fai Au K, Sheynkman GM, Mortazavi A, Conesa A, Brooks AN. Systematic assessment of long-read RNA-seq methods for transcript identification and quantification. bioRxiv 2023:2023.07.25.550582. [PMID: 37546854 PMCID: PMC10402094 DOI: 10.1101/2023.07.25.550582] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/08/2023]
Abstract
The Long-read RNA-Seq Genome Annotation Assessment Project (LRGASP) Consortium was formed to evaluate the effectiveness of long-read approaches for transcriptome analysis. The consortium generated over 427 million long-read sequences from cDNA and direct RNA datasets, encompassing human, mouse, and manatee species, using different protocols and sequencing platforms. These data were utilized by developers to address challenges in transcript isoform detection and quantification, as well as de novo transcript isoform identification. The study revealed that libraries with longer, more accurate sequences produce more accurate transcripts than those with increased read depth, whereas greater read depth improved quantification accuracy. In well-annotated genomes, tools based on reference sequences demonstrated the best performance. When aiming to detect rare and novel transcripts or when using reference-free approaches, incorporating additional orthogonal data and replicate samples are advised. This collaborative study offers a benchmark for current practices and provides direction for future method development in transcriptome analysis.
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Affiliation(s)
- Francisco J. Pardo-Palacios
- Institute for Integrative Systems Biology, Spanish National Research Council (CSIC), Paterna, Spain
- These authors contributed equally to this work
| | - Dingjie Wang
- Department of Biomedical Informatics, The Ohio State University, Columbus, USA
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, USA
- These authors contributed equally to this work
| | - Fairlie Reese
- Developmental and Cell Biology, University of California, Irvine, Irvine, USA
- Center for Complex Biological Systems, University of California, Irvine, Irvine, USA
- These authors contributed equally to this work
| | - Mark Diekhans
- UC Santa Cruz Genomics Institute, University of California, Santa Cruz, Santa Cruz, USA
- These authors contributed equally to this work
| | - Sílvia Carbonell-Sala
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona 08003, Catalonia, Spain
- These authors contributed equally to this work
| | - Brian Williams
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, USA
- These authors contributed equally to this work
| | - Jane E. Loveland
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SD, UK
- These authors contributed equally to this work
| | - Maite De María
- Department of Physiological Sciences, College of Veterinary Medicine, University of Florida, Gainesville, USA
- Center for Environmental and Human Toxicology, University of Florida, Gainesville, USA
- These authors contributed equally to this work
| | - Matthew S. Adams
- Molecular Cell and Developmental Biology, University of California, Santa Cruz, Santa Cruz, USA
- These authors contributed equally to this work
| | - Gabriela Balderrama-Gutierrez
- Developmental and Cell Biology, University of California, Irvine, Irvine, USA
- Center for Complex Biological Systems, University of California, Irvine, Irvine, USA
- These authors contributed equally to this work
| | - Amit K. Behera
- Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, USA
- These authors contributed equally to this work
| | - Jose M. Gonzalez
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SD, UK
- These authors contributed equally to this work
| | - Toby Hunt
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SD, UK
- These authors contributed equally to this work
| | - Julien Lagarde
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona 08003, Catalonia, Spain
- Flomics Biotech, Dr Aiguader 88, Barcelona 08003, Spain
- These authors contributed equally to this work
| | - Cindy E. Liang
- Molecular Cell and Developmental Biology, University of California, Santa Cruz, Santa Cruz, USA
- These authors contributed equally to this work
| | - Haoran Li
- Department of Biomedical Informatics, The Ohio State University, Columbus, USA
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, USA
- These authors contributed equally to this work
| | - Marcus Jerryd Meade
- Department of Molecular Physiology and Biological Physics, University of Virginia, Charlottesville, USA
- These authors contributed equally to this work
| | - David A. Moraga Amador
- Interdisciplinary Center for Biotechnology Research, University of Florida, Gainesville, USA
- These authors contributed equally to this work
| | - Andrey D. Prjibelski
- Department of Computer Science, University of Helsinki, Helsinki, Finland
- Center for Bioinformatics and Algorithmic Biotechnology, Institute of Translational Biomedicine, St. Petersburg State University, St. Petersburg, Russia
- These authors contributed equally to this work
| | - Inanc Birol
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, Canada
| | - Hamed Bostan
- Biostatistics and Computational Biology Branch, National Institute of Environmental Health Sciences, Durham, USA
| | - Ashley M. Brooks
- Biostatistics and Computational Biology Branch, National Institute of Environmental Health Sciences, Durham, USA
| | - Muhammed Hasan Çelik
- Developmental and Cell Biology, University of California, Irvine, Irvine, USA
- Center for Complex Biological Systems, University of California, Irvine, Irvine, USA
| | - Ying Chen
- Genome Institute of Singapore (GIS), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Mei R,M. Du
- Walter and Eliza Hall Institute of Medical Research, Parkville, Australia
| | - Colette Felton
- Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, USA
| | - Jonathan Göke
- Genome Institute of Singapore (GIS), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
- Department of Statistics and Data Science, National University of Singapore, Singapore, Singapore
| | - Saber Hafezqorani
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, Canada
| | - Ralf Herwig
- Department Computational Molecular Biology, Max-Planck-Institute for Molecular Genetics, Berlin, Germany
| | - Hideya Kawaji
- Research Center for Genome & Medical Sciences, Tokyo Metropolitan Institute of Medical Science, Tokyo, Japan
| | - Joseph Lee
- Genome Institute of Singapore (GIS), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Jian Liang Li
- Biostatistics and Computational Biology Branch, National Institute of Environmental Health Sciences, Durham, USA
| | - Matthias Lienhard
- Department Computational Molecular Biology, Max-Planck-Institute for Molecular Genetics, Berlin, Germany
| | - Alla Mikheenko
- Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | - Dennis Mulligan
- Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, USA
| | - Ka Ming Nip
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, Canada
| | - Mihaela Pertea
- Department of Biomedical Engineering, Johns Hopkins University, Baltimore, USA
- Center for Computational Biology, Johns Hopkins University, Baltimore, USA
| | - Matthew E. Ritchie
- Walter and Eliza Hall Institute of Medical Research, Parkville, Australia
- Department of Medical Biology, The University of Melbourne, Parkville, Australia
| | - Andre D. Sim
- Genome Institute of Singapore (GIS), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Alison D. Tang
- Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, USA
| | - Yuk Kei Wan
- Genome Institute of Singapore (GIS), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Changqing Wang
- Walter and Eliza Hall Institute of Medical Research, Parkville, Australia
| | - Brandon Y. Wong
- Department of Biomedical Engineering, Johns Hopkins University, Baltimore, USA
- Center for Computational Biology, Johns Hopkins University, Baltimore, USA
| | - Chen Yang
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, Canada
| | - If Barnes
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SD, UK
| | - Andrew Berry
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SD, UK
| | | | - Namrita Dhillon
- Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, USA
| | | | - Luis Ferrández-Peral
- Institute for Integrative Systems Biology, Spanish National Research Council (CSIC), Paterna, Spain
| | - Natàlia Garcia-Reyero
- Environmental Laboratory, US Army Engineer Research & Development Center, Vicksburg, USA
| | | | | | | | | | | | | | - Jorge Mestre-Tomás
- Institute for Integrative Systems Biology, Spanish National Research Council (CSIC), Paterna, Spain
| | - Jonathan M. Mudge
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SD, UK
| | - Nedka G. Panayotova
- Interdisciplinary Center for Biotechnology Research, University of Florida, Gainesville, USA
| | - Alejandro Paniagua
- Institute for Integrative Systems Biology, Spanish National Research Council (CSIC), Paterna, Spain
| | | | - Eric Rouchka
- Department of Biochemistry & Molecular Genetics, University of Louisville, Louisville, USA
| | - Brandon Saint-John
- Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, USA
| | - Enrique Sapena
- European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SD, UK, UK
| | - Leon Sheynkman
- Department of Molecular Physiology and Biological Physics, University of Virginia, Charlottesville, USA
| | - Melissa Laird Smith
- Department of Biochemistry & Molecular Genetics, University of Louisville, Louisville, USA
| | - Marie-Marthe Suner
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SD, UK
| | - Hazuki Takahashi
- Center for Integrative Medical Sciences, Laboratory for Transcriptome Technology, RIKEN, Yokohama, Japan
| | | | - Piero Carninci
- Center for Integrative Medical Sciences, Laboratory for Transcriptome Technology, RIKEN, Yokohama, Japan
- Human Technopole, Milano, Italy
| | - Nancy D. Denslow
- Department of Physiological Sciences, College of Veterinary Medicine, University of Florida, Gainesville, USA
- Center for Environmental and Human Toxicology, Department of Physiological Sciences,, University of Florida, Gainesville, USA
| | - Roderic Guigó
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona 08003, Catalonia, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Catalonia, Spain
| | - Margaret E. Hunter
- U.S. Geological Survey, Wetland and Aquatic Research Center, Gainesville, USA
| | - Hagen U. Tilgner
- Brain and Mind Research Institute and Center for Neurogenetics, Weill Cornell Medicine, New York City, USA
| | - Barbara J. Wold
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, USA
| | - Christopher Vollmers
- Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, USA
| | - Adam Frankish
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SD, UK
| | - Kin Fai Au
- Department of Biomedical Informatics, The Ohio State University, Columbus, USA
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, USA
| | - Gloria M. Sheynkman
- Department of Molecular Physiology and Biological Physics, University of Virginia, Charlottesville, USA
- Center for Public Health Genomics
- UVA Cancer Center, University of Virginia, Charlottesville, USA
| | - Ali Mortazavi
- Developmental and Cell Biology, University of California, Irvine, Irvine, USA
- Center for Complex Biological Systems, University of California, Irvine, Irvine, USA
| | - Ana Conesa
- Institute for Integrative Systems Biology, Spanish National Research Council (CSIC), Paterna, Spain
- Microbiology and Cell Science Department, Institute for Food and Agricultural Sciences, University of Florida, Gainesville, USA
| | - Angela N. Brooks
- UC Santa Cruz Genomics Institute, University of California, Santa Cruz, Santa Cruz, USA
- Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, USA
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4
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Yow AG, Bostan H, Young R, Valacchi G, Gillitt N, Perkins-Veazie P, Xiang QYJ, Iorizzo M. Identification of bromelain subfamily proteases encoded in the pineapple genome. Sci Rep 2023; 13:11605. [PMID: 37463972 DOI: 10.1038/s41598-023-38907-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Accepted: 07/17/2023] [Indexed: 07/20/2023] Open
Abstract
Papain (aka C1A) family proteases, including bromelain enzymes, are widespread across the plant kingdom and play critical regulatory functions in protein turnover during development. The proteolytic activity exhibited by papain family proteases has led to their increased usage for a wide range of cosmetic, therapeutic, and medicinal purposes. Bromelain enzymes, or bromelains in short, are members of the papain family that are specific to the bromeliad plant family. The only major commercial extraction source of bromelain is pineapple. The importance of C1A family and bromelain subfamily proteases in pineapple development and their increasing economic importance led several researchers to utilize available genomic resources to identify protease-encoding genes in the pineapple genome. To date, studies are lacking in screening bromelain genes for targeted use in applied science studies. In addition, the bromelain genes coding for the enzymes present in commercially available bromelain products have not been identified and their evolutionary origin has remained unclear. Here, using the newly developed MD2 v2 pineapple genome, we aimed to identify bromelain-encoding genes and elucidate their evolutionary origin. Orthologous and phylogenetic analyses of all papain-family proteases encoded in the pineapple genome revealed a single orthogroup (189) and phylogenetic clade (XIII) containing the bromelain subfamily. Duplication mode and synteny analyses provided insight into the origin and expansion of the bromelain subfamily in pineapple. Proteomic analysis identified four bromelain enzymes present in two commercially available bromelain products derived from pineapple stem, corresponding to products of four putative bromelain genes. Gene expression analysis using publicly available transcriptome data showed that 31 papain-family genes identified in this study were up-regulated in specific tissues, including stem, fruit, and floral tissues. Some of these genes had higher expression in earlier developmental stages of different tissues. Similar expression patterns were identified by RT-qPCR analysis with leaf, stem, and fruit. Our results provide a strong foundation for future applicable studies on bromelain, such as transgenic approaches to increase bromelain content in pineapple, development of bromelain-producing bioreactors, and studies that aim to determine the medicinal and/or therapeutic viability of individual bromelain enzymes.
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Affiliation(s)
- Ashley G Yow
- Department of Horticultural Science, North Carolina State University, Raleigh, NC, 27695, USA
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC, 28081, USA
| | - Hamed Bostan
- Department of Horticultural Science, North Carolina State University, Raleigh, NC, 27695, USA
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC, 28081, USA
| | - Roberto Young
- Research Department of Dole, Standard Fruit de Honduras, Zona Mazapan, La Ceiba, 31101, Honduras
| | - Giuseppe Valacchi
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC, 28081, USA
- Department of Environmental Sciences and Prevention, University of Ferrara, Ferrara, Italy
| | | | - Penelope Perkins-Veazie
- Department of Horticultural Science, North Carolina State University, Raleigh, NC, 27695, USA
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC, 28081, USA
| | - Qiu-Yun Jenny Xiang
- Department of Plant and Microbial Biology, North Carolina State University, Raleigh, NC, 27695, USA
| | - Massimo Iorizzo
- Department of Horticultural Science, North Carolina State University, Raleigh, NC, 27695, USA.
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC, 28081, USA.
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5
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Sencar E, Calapkulu M, Sakız D, Unsal I, Bostan H, Cakal E. THE OCCURRENCE OF SUBACUTE THYROIDITIS AFTER THE AMELIORATION OF HYPERCORTISOLISM FOLLOWING TRANSSPHENOIDAL SURGERY IN CUSHING'S DISEASE. Acta Endocrinol (Buchar) 2023; 19:249-251. [PMID: 37908880 PMCID: PMC10614587 DOI: 10.4183/aeb.2023.249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/02/2023]
Abstract
Only a few subacute thyroiditis (SAT) cases secondary to hypocortisolemia developed after successfully treating Cushing's disease (CD) have been reported. In this report, we present an SAT case, which developed immediately after discontinuation of steroid treatment for hypocortisolemia after the successful treatment of CD. A 54-year-old female patient who had recently been diagnosed with type 2 diabetes mellitus was admitted to our center with complaints of proximal myopathy and obesity. Serum cortisol did not suppress adequately after the 1 mg dexamethasone suppression test. Pituitary MRI of the patient with increased basal plasma ACTH level revealed a 6 x 5 mm right-sided adenoma. After successful surgical treatment, the patient was given ten months of steroid therapy due to a suppressed corticotroph axis. Shortly after the steroid treatment was discontinued, the patient was admitted with neck pain, fever, and thyrotoxicosis. The patient was diagnosed with SAT, and methylprednisolone treatment was started again. The underlying pathophysiological mechanisms in SAT cases that develop after the treatment of CD can only be speculated. One possible mechanism could be that the glucocorticoid deficiency develops after effective treatment of hypercortisolism alters the immunological responses or generates self-reactive cells and prepares an appropriate environment for the thyrolytic process.
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Affiliation(s)
- E. Sencar
- University of Health Sciences, Diskapi Yildirim Beyazit Training and Research Hospital - Endocrinology and Metabolism, Ankara, Turkey
| | - M. Calapkulu
- University of Health Sciences, Diskapi Yildirim Beyazit Training and Research Hospital - Endocrinology and Metabolism, Ankara, Turkey
| | - D. Sakız
- University of Health Sciences, Diskapi Yildirim Beyazit Training and Research Hospital - Endocrinology and Metabolism, Ankara, Turkey
| | - I. Unsal
- University of Health Sciences, Diskapi Yildirim Beyazit Training and Research Hospital - Endocrinology and Metabolism, Ankara, Turkey
| | - H. Bostan
- University of Health Sciences, Diskapi Yildirim Beyazit Training and Research Hospital - Endocrinology and Metabolism, Ankara, Turkey
| | - E. Cakal
- University of Health Sciences, Diskapi Yildirim Beyazit Training and Research Hospital - Endocrinology and Metabolism, Ankara, Turkey
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6
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Düğer H, Bostan H, Gül Ü, Uçan B, Hepşen S, Sakız D, Akhanlı P, Çakal E, Kızılgül M. The importance of hypophosphatemia in the clinical management of primary hyperparathyroidism. J Endocrinol Invest 2023:10.1007/s40618-023-02064-w. [PMID: 36929458 DOI: 10.1007/s40618-023-02064-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Accepted: 03/08/2023] [Indexed: 03/18/2023]
Abstract
AIM The levels of serum phosphorus (P) are low or low-normal in primary hyperparathyroidism (PHPT), and there is an inverse relationship between the levels of parathormone (PTH) and P. However, when considering the diagnostic and surgical indication criteria of PHPT, serum P levels are generally ignored. The aim of this study was to retrospectively evaluate the association of serum P levels with the clinical outcomes of PHPT. MATERIALS AND METHODS A retrospective evaluation was made of the data of 424 consecutive patients (370 females, 54 males) with PHPT who presented at our centre. RESULTS The mean age of the study population was 57 ± 11.68 years. The mean P was 2.57 ± 0.53 mg/dl. Asymptomatic disease was determined in 199 (47%) patients. Male patients had significantly lower levels of P. Symptomatic patients and patients with renal stones, vitamin D < 20 µg/l, calcium level ≥ 11.2 mg/dl, 24 h urinary calcium > 400 mg/day, or hypomagnesemia, were seen to have significantly lower levels of P (p < 0.05). Hypophosphatemia (hypoP) was found in 202 of 424 patients (47%), and these patients had a higher rate of symptomatic disease (63% to 44%, p < .0001). Of the 61 (88%) patients with moderate hypoP, 54 (88%) had at least one of the surgical criteria. A statistically significant increase in the incidence of hypoP was determined in symptomatic and male patients. In the patients with hypoP, serum PTH and urine calcium levels were found to be higher, and lumbar T-scores and serum vitamin D levels were lower. The patients with hypoP had higher rates of renal stones and osteoporosis (p < 0.05). CONCLUSIONS The current study results show that hypoP is associated with a higher risk of osteoporosis and renal stones in PHPT patients. Even if patients are asymptomatic, moderate hypoP may be associated with poor outcomes of PHPT. Therefore, moderate hypoP may be a new criterion for parathyroidectomy, regardless of hypercalcemia level.
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Affiliation(s)
- H Düğer
- Department of Endocrinology and Metabolism, Health Sciences University, Dışkapı Training and Research Hospital, Ziraat Mah. Şehit Ömer Halisdemir Cad. No: 20, 06130, Ankara, Türkiye.
| | - H Bostan
- Department of Endocrinology and Metabolism, Health Sciences University, Dışkapı Training and Research Hospital, Ziraat Mah. Şehit Ömer Halisdemir Cad. No: 20, 06130, Ankara, Türkiye
| | - Ü Gül
- Department of Endocrinology and Metabolism, Health Sciences University, Dışkapı Training and Research Hospital, Ziraat Mah. Şehit Ömer Halisdemir Cad. No: 20, 06130, Ankara, Türkiye
| | - B Uçan
- Department of Endocrinology and Metabolism, Health Sciences University, Dışkapı Training and Research Hospital, Ziraat Mah. Şehit Ömer Halisdemir Cad. No: 20, 06130, Ankara, Türkiye
| | - S Hepşen
- Department of Endocrinology and Metabolism, Health Sciences University, Dışkapı Training and Research Hospital, Ziraat Mah. Şehit Ömer Halisdemir Cad. No: 20, 06130, Ankara, Türkiye
| | - D Sakız
- Department of Endocrinology and Metabolism, Health Sciences University, Dışkapı Training and Research Hospital, Ziraat Mah. Şehit Ömer Halisdemir Cad. No: 20, 06130, Ankara, Türkiye
| | - P Akhanlı
- Department of Endocrinology and Metabolism, Health Sciences University, Dışkapı Training and Research Hospital, Ziraat Mah. Şehit Ömer Halisdemir Cad. No: 20, 06130, Ankara, Türkiye
| | - E Çakal
- Department of Endocrinology and Metabolism, Health Sciences University, Dışkapı Training and Research Hospital, Ziraat Mah. Şehit Ömer Halisdemir Cad. No: 20, 06130, Ankara, Türkiye
| | - M Kızılgül
- Department of Endocrinology and Metabolism, Health Sciences University, Dışkapı Training and Research Hospital, Ziraat Mah. Şehit Ömer Halisdemir Cad. No: 20, 06130, Ankara, Türkiye
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7
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Inoue K, Bostan H, Browne MR, Bevis OF, Bortner CD, Moore SA, Stence AA, Martin NP, Chen SH, Burkholder AB, Li JL, Shaw ND. DUX4 double whammy: The transcription factor that causes a rare muscular dystrophy also kills the precursors of the human nose. Sci Adv 2023; 9:eabq7744. [PMID: 36800423 PMCID: PMC9937577 DOI: 10.1126/sciadv.abq7744] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Accepted: 01/12/2023] [Indexed: 05/19/2023]
Abstract
SMCHD1 mutations cause congenital arhinia (absent nose) and a muscular dystrophy called FSHD2. In FSHD2, loss of SMCHD1 repressive activity causes expression of double homeobox 4 (DUX4) in muscle tissue, where it is toxic. Studies of arhinia patients suggest a primary defect in nasal placode cells (human nose progenitors). Here, we show that upon SMCHD1 ablation, DUX4 becomes derepressed in H9 human embryonic stem cells (hESCs) as they differentiate toward a placode cell fate, triggering cell death. Arhinia and FSHD2 patient-derived induced pluripotent stem cells (iPSCs) express DUX4 when converted to placode cells and demonstrate variable degrees of cell death, suggesting an environmental disease modifier. HSV-1 may be one such modifier as herpesvirus infection amplifies DUX4 expression in SMCHD1 KO hESC and patient iPSC. These studies suggest that arhinia, like FSHD2, is due to compromised SMCHD1 repressive activity in a cell-specific context and provide evidence for an environmental modifier.
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Affiliation(s)
- Kaoru Inoue
- Pediatric Neuroendocrinology Group, Clinical Research Branch, National Institute of Environmental Health Sciences (NIEHS), Research Triangle Park, NC, USA
| | - Hamed Bostan
- Integrative Bioinformatics, NIEHS, Research Triangle Park, NC, USA
| | - MaKenna R. Browne
- Pediatric Neuroendocrinology Group, Clinical Research Branch, National Institute of Environmental Health Sciences (NIEHS), Research Triangle Park, NC, USA
| | - Owen F. Bevis
- Pediatric Neuroendocrinology Group, Clinical Research Branch, National Institute of Environmental Health Sciences (NIEHS), Research Triangle Park, NC, USA
| | - Carl D. Bortner
- Signal Transduction Laboratory, NIEHS, Research Triangle Park, NC, USA
| | - Steven A. Moore
- Department of Pathology, University of Iowa Carver College of Medicine and Senator Paul D. Wellstone Muscular Dystrophy Specialized Research Center, Iowa City, IA, USA
| | - Aaron A. Stence
- University of Iowa Hospitals and Clinics, Iowa City, IA, USA
| | | | - Shih-Heng Chen
- Viral Vector Core, NIEHS, Research Triangle Park, NC, USA
| | | | - Jian-Liang Li
- Integrative Bioinformatics, NIEHS, Research Triangle Park, NC, USA
| | - Natalie D. Shaw
- Pediatric Neuroendocrinology Group, Clinical Research Branch, National Institute of Environmental Health Sciences (NIEHS), Research Triangle Park, NC, USA
- Corresponding author.
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8
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Mengist MF, Bostan H, De Paola D, Teresi SJ, Platts AE, Cremona G, Qi X, Mackey T, Bassil NV, Ashrafi H, Giongo L, Jibran R, Chagné D, Bianco L, Lila MA, Rowland LJ, Iovene M, Edger PP, Iorizzo M. Autopolyploid inheritance and a heterozygous reciprocal translocation shape chromosome genetic behavior in tetraploid blueberry (Vaccinium corymbosum). New Phytol 2023; 237:1024-1039. [PMID: 35962608 PMCID: PMC10087351 DOI: 10.1111/nph.18428] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Accepted: 08/01/2022] [Indexed: 06/02/2023]
Abstract
Understanding chromosome recombination behavior in polyploidy species is key to advancing genetic discoveries. In blueberry, a tetraploid species, the line of evidences about its genetic behavior still remain poorly understood, owing to the inter-specific, and inter-ploidy admixture of its genome and lack of in depth genome-wide inheritance and comparative structural studies. Here we describe a new high-quality, phased, chromosome-scale genome of a diploid blueberry, clone W85. The genome was integrated with cytogenetics and high-density, genetic maps representing six tetraploid blueberry cultivars, harboring different levels of wild genome admixture, to uncover recombination behavior and structural genome divergence across tetraploid and wild diploid species. Analysis of chromosome inheritance and pairing demonstrated that tetraploid blueberry behaves as an autotetraploid with tetrasomic inheritance. Comparative analysis demonstrated the presence of a reciprocal, heterozygous, translocation spanning one homolog of chr-6 and one of chr-10 in the cultivar Draper. The translocation affects pairing and recombination of chromosomes 6 and 10. Besides the translocation detected in Draper, no other structural genomic divergences were detected across tetraploid cultivars and highly inter-crossable wild diploid species. These findings and resources will facilitate new genetic and comparative genomic studies in Vaccinium and the development of genomic assisted selection strategy for this crop.
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Affiliation(s)
- Molla F. Mengist
- Plants for Human Health InstituteNorth Carolina State UniversityKannapolisNC28081USA
| | - Hamed Bostan
- Plants for Human Health InstituteNorth Carolina State UniversityKannapolisNC28081USA
| | - Domenico De Paola
- Institute of Biosciences and BioresourcesNational Research Council of ItalyBari70126Italy
| | - Scott J. Teresi
- Department of HorticultureMichigan State UniversityEast LansingMI48824USA
| | - Adrian E. Platts
- Department of HorticultureMichigan State UniversityEast LansingMI48824USA
| | - Gaetana Cremona
- Institute of Biosciences and BioresourcesNational Research Council of ItalyPorticiNA80055Italy
| | - Xinpeng Qi
- Genetic Improvement for Fruits and Vegetables LaboratoryBeltsville Agricultural Research Center‐West, US Department of Agriculture, Agricultural Research ServiceBeltsvilleMD20705USA
| | - Ted Mackey
- Horticultural Crops Research UnitUS Department of Agriculture, Agricultural Research ServiceCorvallisOR97330USA
| | - Nahla V. Bassil
- National Clonal Germplasm RepositoryUS Department of Agriculture, Agricultural Research ServiceCorvallisOR97333USA
| | - Hamid Ashrafi
- Department of Horticultural ScienceNorth Carolina State UniversityRaleighNC27695USA
| | - Lara Giongo
- Foundation of Edmund MachSan Michele all'AdigeTN38098Italy
| | - Rubina Jibran
- Plant & Food ResearchFitzherbertPalmerston North4474New Zealand
| | - David Chagné
- Plant & Food ResearchFitzherbertPalmerston North4474New Zealand
| | - Luca Bianco
- Foundation of Edmund MachSan Michele all'AdigeTN38098Italy
| | - Mary A. Lila
- Plants for Human Health InstituteNorth Carolina State UniversityKannapolisNC28081USA
| | - Lisa J. Rowland
- Genetic Improvement for Fruits and Vegetables LaboratoryBeltsville Agricultural Research Center‐West, US Department of Agriculture, Agricultural Research ServiceBeltsvilleMD20705USA
| | - Marina Iovene
- Institute of Biosciences and BioresourcesNational Research Council of ItalyPorticiNA80055Italy
| | - Patrick P. Edger
- Department of HorticultureMichigan State UniversityEast LansingMI48824USA
| | - Massimo Iorizzo
- Plants for Human Health InstituteNorth Carolina State UniversityKannapolisNC28081USA
- Department of Horticultural ScienceNorth Carolina State UniversityRaleighNC27695USA
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9
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Aiese Cigliano R, Aversano R, Di Matteo A, Palombieri S, Termolino P, Angelini C, Bostan H, Cammareri M, Consiglio FM, Della Ragione F, Paparo R, Valkov VT, Vitiello A, Carputo D, Chiusano ML, D’Esposito M, Grandillo S, Matarazzo MR, Frusciante L, D’Agostino N, Conicella C. Multi-omics data integration provides insights into the post-harvest biology of a long shelf-life tomato landrace. Hortic Res 2022; 9:uhab042. [PMID: 35039852 PMCID: PMC8801724 DOI: 10.1093/hr/uhab042] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/19/2021] [Revised: 01/18/2022] [Accepted: 10/15/2021] [Indexed: 06/14/2023]
Abstract
In this study we investigated the transcriptome and epigenome dynamics of the tomato fruit during post-harvest in a landrace belonging to a group of tomatoes (Solanum lycopersicum L.) collectively known as "Piennolo del Vesuvio", all characterized by a long shelf-life. Expression of protein-coding genes and microRNAs as well as DNA methylation patterns and histone modifications were analysed in distinct post-harvest phases. Multi-omics data integration contributed to the elucidation of the molecular mechanisms underlying processes leading to long shelf-life. We unveiled global changes in transcriptome and epigenome. DNA methylation increased and the repressive histone mark H3K27me3 was lost as the fruit progressed from red ripe to 150 days post-harvest. Thousands of genes were differentially expressed, about half of which were potentially epi-regulated as they were engaged in at least one epi-mark change in addition to being microRNA targets in ~5% of cases. Down-regulation of the ripening regulator MADS-RIN and of genes involved in ethylene response and cell wall degradation was consistent with the delayed fruit softening. Large-scale epigenome reprogramming that occurred in the fruit during post-harvest likely contributed to delayed fruit senescence.
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Affiliation(s)
| | - Riccardo Aversano
- Department of Agricultural Sciences, University of Naples Federico II, Via Universita’ 100, 80055 Portici, Italy
| | - Antonio Di Matteo
- Department of Agricultural Sciences, University of Naples Federico II, Via Universita’ 100, 80055 Portici, Italy
| | - Samuela Palombieri
- Institute of Biosciences and Bioresources, National Research Council of Italy, Via Universita` 133, 80055 Portici, Italy
| | - Pasquale Termolino
- Institute of Biosciences and Bioresources, National Research Council of Italy, Via Universita` 133, 80055 Portici, Italy
| | - Claudia Angelini
- Institute for Applied Calculus, National Research Council of Italy, Via P. Castellino 111, 80131, Napoli
| | - Hamed Bostan
- Department of Agricultural Sciences, University of Naples Federico II, Via Universita’ 100, 80055 Portici, Italy
| | - Maria Cammareri
- Institute of Biosciences and Bioresources, National Research Council of Italy, Via Universita` 133, 80055 Portici, Italy
| | - Federica Maria Consiglio
- Institute of Biosciences and Bioresources, National Research Council of Italy, Via Universita` 133, 80055 Portici, Italy
| | - Floriana Della Ragione
- Institute of Genetics and Biophysics "Adriano Buzzati Traverso", National Research Council of Italy, Via P. Castellino 111, 80131, Napoli
| | - Rosa Paparo
- Institute of Biosciences and Bioresources, National Research Council of Italy, Via Universita` 133, 80055 Portici, Italy
| | - Vladimir Totev Valkov
- Institute of Biosciences and Bioresources, National Research Council of Italy, Via P. Castellino 111, 80131 Napoli, Italy
| | - Antonella Vitiello
- Institute of Biosciences and Bioresources, National Research Council of Italy, Via Universita` 133, 80055 Portici, Italy
| | - Domenico Carputo
- Department of Agricultural Sciences, University of Naples Federico II, Via Universita’ 100, 80055 Portici, Italy
| | - Maria Luisa Chiusano
- Department of Agricultural Sciences, University of Naples Federico II, Via Universita’ 100, 80055 Portici, Italy
| | - Maurizio D’Esposito
- Institute of Genetics and Biophysics "Adriano Buzzati Traverso", National Research Council of Italy, Via P. Castellino 111, 80131, Napoli
| | - Silvana Grandillo
- Institute of Biosciences and Bioresources, National Research Council of Italy, Via Universita` 133, 80055 Portici, Italy
| | - Maria Rosaria Matarazzo
- Institute of Genetics and Biophysics "Adriano Buzzati Traverso", National Research Council of Italy, Via P. Castellino 111, 80131, Napoli
| | - Luigi Frusciante
- Department of Agricultural Sciences, University of Naples Federico II, Via Universita’ 100, 80055 Portici, Italy
| | - Nunzio D’Agostino
- Department of Agricultural Sciences, University of Naples Federico II, Via Universita’ 100, 80055 Portici, Italy
| | - Clara Conicella
- Institute of Biosciences and Bioresources, National Research Council of Italy, Via Universita` 133, 80055 Portici, Italy
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10
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Yow AG, Bostan H, Castanera R, Ruggieri V, Mengist MF, Curaba J, Young R, Gillitt N, Iorizzo M. Improved High-Quality Genome Assembly and Annotation of Pineapple (Ananas comosus) Cultivar MD2 Revealed Extensive Haplotype Diversity and Diversified FRS/FRF Gene Family. Genes (Basel) 2021; 13:genes13010052. [PMID: 35052394 PMCID: PMC8774480 DOI: 10.3390/genes13010052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Revised: 12/09/2021] [Accepted: 12/21/2021] [Indexed: 11/18/2022] Open
Abstract
Pineapple (Ananas comosus (L.) Merr.) is the second most important tropical fruit crop globally, and ‘MD2’ is the most important cultivated variety. A high-quality genome is important for molecular-based breeding, but available pineapple genomes still have some quality limitations. Here, PacBio and Hi-C data were used to develop a new high-quality MD2 assembly and gene prediction. Compared to the previous MD2 assembly, major improvements included a 26.6-fold increase in contig N50 length, phased chromosomes, and >6000 new genes. The new MD2 assembly also included 161.6 Mb additional sequences and >3000 extra genes compared to the F153 genome. Over 48% of the predicted genes harbored potential deleterious mutations, indicating that the high level of heterozygosity in this species contributes to maintaining functional alleles. The genome was used to characterize the FAR1-RELATED SEQUENCE (FRS) genes that were expanded in pineapple and rice. Transposed and dispersed duplications contributed to expanding the numbers of these genes in the pineapple lineage. Several AcFRS genes were differentially expressed among tissue-types and stages of flower development, suggesting that their expansion contributed to evolving specialized functions in reproductive tissues. The new MD2 assembly will serve as a new reference for genetic and genomic studies in pineapple.
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Affiliation(s)
- Ashley G. Yow
- Department of Horticultural Science, North Carolina State University, Raleigh, NC 27695, USA;
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC 28081, USA; (H.B.); (M.F.M.); (J.C.)
| | - Hamed Bostan
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC 28081, USA; (H.B.); (M.F.M.); (J.C.)
| | - Raúl Castanera
- Centre for Research in Agricultural Genomics CSIC-IRTA-UAB-UB, Campus UAB, 08193 Barcelona, Spain;
| | | | - Molla F. Mengist
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC 28081, USA; (H.B.); (M.F.M.); (J.C.)
| | - Julien Curaba
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC 28081, USA; (H.B.); (M.F.M.); (J.C.)
| | - Roberto Young
- Research Department of Dole, Standard Fruit de Honduras, Zona Mazapan, La Ceiba 31101, Honduras;
| | - Nicholas Gillitt
- Core Genomics Lab, David H. Murdock Research Institute, Kannapolis, NC 28081, USA;
| | - Massimo Iorizzo
- Department of Horticultural Science, North Carolina State University, Raleigh, NC 27695, USA;
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC 28081, USA; (H.B.); (M.F.M.); (J.C.)
- Correspondence:
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11
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Mengist MF, Bostan H, Young E, Kay KL, Gillitt N, Ballington J, Kay CD, Ferruzzi MG, Ashrafi H, Lila MA, Iorizzo M. High-density linkage map construction and identification of loci regulating fruit quality traits in blueberry. Hortic Res 2021; 8:169. [PMID: 34333532 PMCID: PMC8325695 DOI: 10.1038/s41438-021-00605-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Revised: 06/08/2021] [Accepted: 06/13/2021] [Indexed: 05/21/2023]
Abstract
Fruit quality traits play a significant role in consumer preferences and consumption in blueberry (Vaccinium corymbosum L). The objectives of this study were to construct a high-density linkage map and to identify the underlying genetic basis of fruit quality traits in blueberry. A total of 287 F1 individuals derived from a cross between two southern highbush blueberry cultivars, 'Reveille' and 'Arlen', were phenotyped over three years (2016-2018) for fruit quality-related traits, including titratable acidity, pH, total soluble solids, and fruit weight. A high-density linkage map was constructed using 17k single nucleotide polymorphisms markers. The linkage map spanned a total of 1397 cM with an average inter-loci distance of 0.08 cM. The quantitative trait loci interval mapping based on the hidden Markov model identified 18 loci for fruit quality traits, including seven loci for fruit weight, three loci for titratable acidity, five loci for pH, and three loci for total soluble solids. Ten of these loci were detected in more than one year. These loci explained phenotypic variance ranging from 7 to 28% for titratable acidity and total soluble solid, and 8-13% for pH. However, the loci identified for fruit weight did not explain more than 10% of the phenotypic variance. We also reported the association between fruit quality traits and metabolites detected by Proton nuclear magnetic resonance analysis directly responsible for these fruit quality traits. Organic acids, citric acid, and quinic acid were significantly (P < 0.05) and positively correlated with titratable acidity. Sugar molecules showed a strong and positive correlation with total soluble solids. Overall, the study dissected the genetic basis of fruit quality traits and established an association between these fruit quality traits and metabolites.
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Affiliation(s)
- Molla F Mengist
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC, USA
| | - Hamed Bostan
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC, USA
| | - Elisheba Young
- Department of Horticultural Science, North Carolina State University, Raleigh, NC, USA
| | - Kristine L Kay
- David H. Murdock Research Institute, Kannapolis, NC, USA
| | | | - James Ballington
- Department of Horticultural Science, North Carolina State University, Raleigh, NC, USA
| | - Colin D Kay
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC, USA
- Department of Food Bioprocessing and Nutrition Sciences, North Carolina State University, Raleigh, NC, USA
| | - Mario G Ferruzzi
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC, USA
- Department of Food Bioprocessing and Nutrition Sciences, North Carolina State University, Raleigh, NC, USA
| | - Hamid Ashrafi
- Department of Horticultural Science, North Carolina State University, Raleigh, NC, USA
| | - Mary Ann Lila
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC, USA
- Department of Food Bioprocessing and Nutrition Sciences, North Carolina State University, Raleigh, NC, USA
| | - Massimo Iorizzo
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC, USA.
- Department of Horticultural Science, North Carolina State University, Raleigh, NC, USA.
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12
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Hulse-Kemp AM, Bostan H, Chen S, Ashrafi H, Stoffel K, Sanseverino W, Li L, Cheng S, Schatz MC, Garvin T, du Toit LJ, Tseng E, Chin J, Iorizzo M, Van Deynze A. An anchored chromosome-scale genome assembly of spinach improves annotation and reveals extensive gene rearrangements in euasterids. Plant Genome 2021; 14:e20101. [PMID: 34109759 DOI: 10.1002/tpg2.20101] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/06/2021] [Accepted: 03/23/2021] [Indexed: 06/12/2023]
Abstract
Spinach (Spinacia oleracea L.) is a member of the Caryophyllales family, a basal eudicot asterid that consists of sugar beet (Beta vulgaris L. subsp. vulgaris), quinoa (Chenopodium quinoa Willd.), and amaranth (Amaranthus hypochondriacus L.). With the introduction of baby leaf types, spinach has become a staple food in many homes. Production issues focus on yield, nitrogen-use efficiency and resistance to downy mildew (Peronospora effusa). Although genomes are available for the above species, a chromosome-level assembly exists only for quinoa, allowing for proper annotation and structural analyses to enhance crop improvement. We independently assembled and annotated genomes of the cultivar Viroflay using short-read strategy (Illumina) and long-read strategies (Pacific Biosciences) to develop a chromosome-level, genetically anchored assembly for spinach. Scaffold N50 for the Illumina assembly was 389 kb, whereas that for Pacific BioSciences was 4.43 Mb, representing 911 Mb (93% of the genome) in 221 scaffolds, 80% of which are anchored and oriented on a sequence-based genetic map, also described within this work. The two assemblies were 99.5% collinear. Independent annotation of the two assemblies with the same comprehensive transcriptome dataset show that the quality of the assembly directly affects the annotation with significantly more genes predicted (26,862 vs. 34,877) in the long-read assembly. Analysis of resistance genes confirms a bias in resistant gene motifs more typical of monocots. Evolutionary analysis indicates that Spinacia is a paleohexaploid with a whole-genome triplication followed by extensive gene rearrangements identified in this work. Diversity analysis of 75 lines indicate that variation in genes is ample for hypothesis-driven, genomic-assisted breeding enabled by this work.
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Affiliation(s)
- Amanda M Hulse-Kemp
- Department of Plant Sciences, University of California, Davis, CA, USA
- USDA, Agricultural Research Service, Genomics and Bioinformatics Research Unit, Raleigh, NC, USA
- Department of Crop and Soil Science, North Carolina State University, Raleigh, NC, USA
| | - Hamed Bostan
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC, USA
| | - Shiyu Chen
- Department of Plant Sciences, University of California, Davis, CA, USA
| | - Hamid Ashrafi
- Department of Horticulture, North Carolina State University, Raleigh, NC, USA
| | - Kevin Stoffel
- Department of Plant Sciences, University of California, Davis, CA, USA
| | | | | | - Shifeng Cheng
- BGI-Shenzhen, Shenzhen, China
- Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, 518060, P. R. China
| | - Michael C Schatz
- Cold Spring Harbor Laboratory, One Bungtown Road, Koch Building 1121, Cold Spring Harbor, NY, 11724, USA
- Departments of Computer Science and Biology, Johns Hopkins University, 3400 N Charles St, Baltimore, MD, 21218, USA
| | - Tyler Garvin
- Cold Spring Harbor Laboratory, One Bungtown Road, Koch Building 1121, Cold Spring Harbor, NY, 11724, USA
| | - Lindsey J du Toit
- Washington State University, SU Mount Vernon Northwestern Washington Research & Extension Center (NWREC), Mount Vernon, WA, 98273, USA
| | | | - Jason Chin
- Pacific Biosciences, Menlo Park, CA, USA
- DNAnexus Inc, 1975 W El Camino Real #204, Mountain View, CA, 94040, USA
| | - Massimo Iorizzo
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC, USA
- Department of Horticulture, North Carolina State University, Raleigh, NC, USA
| | - Allen Van Deynze
- Department of Plant Sciences, University of California, Davis, CA, USA
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13
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Qi X, Ogden EL, Bostan H, Sargent DJ, Ward J, Gilbert J, Iorizzo M, Rowland LJ. High-Density Linkage Map Construction and QTL Identification in a Diploid Blueberry Mapping Population. Front Plant Sci 2021; 12:692628. [PMID: 34234801 PMCID: PMC8256855 DOI: 10.3389/fpls.2021.692628] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Accepted: 05/24/2021] [Indexed: 05/11/2023]
Abstract
Genotyping by sequencing approaches have been widely applied in major crops and are now being used in horticultural crops like berries and fruit trees. As the original and largest producer of cultivated blueberry, the United States maintains the most diverse blueberry germplasm resources comprised of many species of different ploidy levels. We previously constructed an interspecific mapping population of diploid blueberry by crossing the parent F1#10 (Vaccinium darrowii Fla4B × diploid V. corymbosum W85-20) with the parent W85-23 (diploid V. corymbosum). Employing the Capture-Seq technology developed by RAPiD Genomics, with an emphasis on probes designed in predicted gene regions, 117 F1 progeny, the two parents, and two grandparents of this population were sequenced, yielding 131.7 Gbp clean sequenced reads. A total of 160,535 single nucleotide polymorphisms (SNPs), referenced to 4,522 blueberry genome sequence scaffolds, were identified and subjected to a parent-dependent sliding window approach to further genotype the population. Recombination breakpoints were determined and marker bins were deduced to construct a high density linkage map. Twelve blueberry linkage groups (LGs) consisting of 17,486 SNP markers were obtained, spanning a total genetic distance of 1,539.4 cM. Among 18 horticultural traits phenotyped in this population, quantitative trait loci (QTLs) that were significant over at least 2 years were identified for chilling requirement, cold hardiness, and fruit quality traits of color, scar size, and firmness. Interestingly, in 1 year, a QTL associated with timing of early bloom, full bloom, petal fall, and early green fruit was identified in the same region harboring the major QTL for chilling requirement. In summary, we report here the first high density bin map of a diploid blueberry mapping population and the identification of several horticulturally important QTLs.
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Affiliation(s)
- Xinpeng Qi
- Genetic Improvement of Fruits and Vegetables Laboratory, Beltsville Agricultural Research Center-West, United States Department of Agriculture, Agricultural Research Service, Beltsville, MD, United States
| | - Elizabeth L. Ogden
- Genetic Improvement of Fruits and Vegetables Laboratory, Beltsville Agricultural Research Center-West, United States Department of Agriculture, Agricultural Research Service, Beltsville, MD, United States
| | - Hamed Bostan
- Department of Horticultural Science, Plants for Human Health Institute, North Carolina State University, Kannapolis, NC, United States
| | | | - Judson Ward
- Driscoll’s Inc., Watsonville, CA, United States
| | | | - Massimo Iorizzo
- Department of Horticultural Science, Plants for Human Health Institute, North Carolina State University, Kannapolis, NC, United States
| | - Lisa J. Rowland
- Genetic Improvement of Fruits and Vegetables Laboratory, Beltsville Agricultural Research Center-West, United States Department of Agriculture, Agricultural Research Service, Beltsville, MD, United States
- *Correspondence: Lisa J. Rowland, ;
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14
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Mengist MF, Burtch H, Debelo H, Pottorff M, Bostan H, Nunn C, Corbin S, Kay CD, Bassil N, Hummer K, Lila MA, Ferruzzi MG, Iorizzo M. Development of a genetic framework to improve the efficiency of bioactive delivery from blueberry. Sci Rep 2020; 10:17311. [PMID: 33057109 PMCID: PMC7560831 DOI: 10.1038/s41598-020-74280-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Accepted: 09/23/2020] [Indexed: 01/28/2023] Open
Abstract
In the present study, we applied a novel high-throughput in vitro gastrointestinal digestion model to phenotype bioaccessibility of phenolics in a diverse germplasm collection representing cultivated highbush blueberries. Results revealed significant (P < 0.05) differences between accessions, years, and accession by year interaction for relative and absolute bioaccessibility of flavonoids and phenolic acids. Broad sense heritability estimates revealed low to moderate inheritances of relative and absolute bioaccessibility, suggesting that besides environmental variables, genetics factors could control bioaccessibility of phenolics. Acylated anthocyanins had significantly higher relative bioaccessibility than non-acylated anthocyanins. Correlation analysis indicated that relative bioaccessibility did not show significant association with fruit quality or raw concentration of metabolites. The study also identified accessions that have high relative and absolute bioaccessibility values. Overall, combining the bioaccessibility of phenolics with genetic and genomic approaches will enable the identification of genotypes and genetic factors influencing these traits in blueberry.
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Affiliation(s)
- Molla F Mengist
- Plants for Human Health Institute, North Carolina State University, 600 Laureate Way, Kannapolis, NC, 28081, USA
| | - Haley Burtch
- Plants for Human Health Institute, North Carolina State University, 600 Laureate Way, Kannapolis, NC, 28081, USA
| | - Hawi Debelo
- Plants for Human Health Institute, North Carolina State University, 600 Laureate Way, Kannapolis, NC, 28081, USA
| | - Marti Pottorff
- Plants for Human Health Institute, North Carolina State University, 600 Laureate Way, Kannapolis, NC, 28081, USA
| | - Hamed Bostan
- Plants for Human Health Institute, North Carolina State University, 600 Laureate Way, Kannapolis, NC, 28081, USA
| | - Candace Nunn
- Plants for Human Health Institute, North Carolina State University, 600 Laureate Way, Kannapolis, NC, 28081, USA
| | - Sydney Corbin
- Plants for Human Health Institute, North Carolina State University, 600 Laureate Way, Kannapolis, NC, 28081, USA
| | - Colin D Kay
- Plants for Human Health Institute, North Carolina State University, 600 Laureate Way, Kannapolis, NC, 28081, USA.,Department of Food Bioprocessing and Nutrition Sciences, North Carolina State University, Raleigh, 27606, NC, USA
| | - Nahla Bassil
- USDA-ARS-National Clonal Germplasm Repository, Corvallis, OR, 97333, USA
| | - Kim Hummer
- USDA-ARS-National Clonal Germplasm Repository, Corvallis, OR, 97333, USA
| | - Mary Ann Lila
- Plants for Human Health Institute, North Carolina State University, 600 Laureate Way, Kannapolis, NC, 28081, USA.,Department of Food Bioprocessing and Nutrition Sciences, North Carolina State University, Raleigh, 27606, NC, USA
| | - Mario G Ferruzzi
- Plants for Human Health Institute, North Carolina State University, 600 Laureate Way, Kannapolis, NC, 28081, USA. .,Department of Food Bioprocessing and Nutrition Sciences, North Carolina State University, Raleigh, 27606, NC, USA.
| | - Massimo Iorizzo
- Plants for Human Health Institute, North Carolina State University, 600 Laureate Way, Kannapolis, NC, 28081, USA. .,Department of Horticultural Science, North Carolina State University, Raleigh, 27607, NC, USA.
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15
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Curaba J, Bostan H, Cavagnaro PF, Senalik D, Mengist MF, Zhao Y, Simon PW, Iorizzo M. Identification of an SCPL Gene Controlling Anthocyanin Acylation in Carrot ( Daucus carota L.) Root. Front Plant Sci 2020; 10:1770. [PMID: 32082341 PMCID: PMC7005140 DOI: 10.3389/fpls.2019.01770] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2019] [Accepted: 12/18/2019] [Indexed: 05/27/2023]
Abstract
Anthocyanins are natural health promoting pigments that can be produced in large quantities in some purple carrot cultivars. Decoration patterns of anthocyanins, such as acylation, can greatly influence their stability and biological properties and use in the food industry as nutraceuticals and natural colorants. Despite recent advances made toward understanding the genetic control of anthocyanin accumulation in purple carrot, the genetic mechanism controlling acylation of anthocyanin in carrot root have not been studied yet. In the present study, we performed fine mapping combined with gene expression analyses (RNA-Seq and RT-qPCR) to identify the genetic factor conditioning the accumulation of non-acylated (Cy3XGG) versus acylated (Cy3XFGG and Cy3XSGG) cyanidin derivatives, in three carrot populations. Segregation and mapping analysis pointed to a single gene with dominant effect controlling anthocyanin acylation in the root, located in a 576kb region containing 29 predicted genes. Orthologous and phylogenetic analyses enabled the identification of a cluster of three SCPL-acyltransferases coding genes within this region. Comparative transcriptome analysis indicated that only one of these three genes, DcSCPL1, was always expressed in association with anthocyanin pigmentation in the root and was co-expressed with DcMYB7, a gene known to activate anthocyanin biosynthetic genes in carrot. DcSCPL1 sequence analysis, in root tissue containing a low level of acylated anthocyanins, demonstrated the presence of an insertion causing an abnormal splicing of the 3rd exon during mRNA editing, likely resulting in the production of a non-functional acyltransferase and explaining the reduced acylation phenotype. This study provides strong linkage-mapping and functional evidences for the candidacy of DcSCPL1 as a primary regulator of anthocyanin acylation in carrot storage root.
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Affiliation(s)
- Julien Curaba
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC, United States
| | - Hamed Bostan
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC, United States
| | - Pablo F. Cavagnaro
- National Scientific and Technical Research Council (CONICET), Instituto Nacional de Tecnología Agropecuaria (INTA) E.E.A., La Consulta, Mendoza, Argentina
- Facultad de Ciencias Agrarias, Universidad Nacional de Cuyo, Mendoza, Argentina
| | - Douglas Senalik
- Department of Horticulture, University of Wisconsin–Madison, Madison, WI, United States
- Vegetable Crops Research Unit, US Department of Agriculture–Agricultural Research Service, Madison, WI, United States
| | - Molla Fentie Mengist
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC, United States
| | - Yunyang Zhao
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC, United States
| | - Philipp W. Simon
- Department of Horticulture, University of Wisconsin–Madison, Madison, WI, United States
- Vegetable Crops Research Unit, US Department of Agriculture–Agricultural Research Service, Madison, WI, United States
| | - Massimo Iorizzo
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC, United States
- Department of Horticultural Science, North Carolina State University, Raleigh, NC, United States
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16
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Becchimanzi A, Avolio M, Bostan H, Colantuono C, Cozzolino F, Mancini D, Chiusano ML, Pucci P, Caccia S, Pennacchio F. Venomics of the ectoparasitoid wasp Bracon nigricans. BMC Genomics 2020; 21:34. [PMID: 31924169 PMCID: PMC6954513 DOI: 10.1186/s12864-019-6396-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2019] [Accepted: 12/12/2019] [Indexed: 01/09/2023] Open
Abstract
Background Venom is one of the most important sources of regulation factors used by parasitic Hymenoptera to redirect host physiology in favour of the developing offspring. This has stimulated a number of studies, both at functional and “omics” level, which, however, are still quite limited for ectophagous parasitoids that permanently paralyze and suppress their victims (i.e., idiobiont parasitoids). Results Here we present a combined transcriptomic and proteomic study of the venom of the generalist idiobiont wasp Bracon nigricans, an ectophagous larval parasitoid of different lepidopteran species, for which we recently described the host regulation strategy and the functional role of the venom in the induction of physiological changes in parasitized hosts. The experimental approach used led to the identification of the main components of B. nigricans venom involved in host regulation. Enzymes degrading lipids, proteins and carbohydrates are likely involved in the mobilization of storage nutrients from the fat body and may concurrently be responsible for the release of neurotoxic fatty acids inducing paralysis, and for the modulation of host immune responses. Conclusion The present work contributes to fill the gap of knowledge on venom composition in ectoparasitoid wasps, and, along with our previous physiological study on this species, provides the foundation on which to develop a functional model of host regulation, based both on physiological and molecular data. This paves the way towards a better understanding of parasitism evolution in the basal lineages of Hymenoptera and to the possible exploitation of venom as source of bioinsecticidal molecules.
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Affiliation(s)
- Andrea Becchimanzi
- Department of Agricultural Sciences, University of Napoli Federico II, Portici, NA, Italy
| | - Maddalena Avolio
- Department of Agricultural Sciences, University of Napoli Federico II, Portici, NA, Italy
| | - Hamed Bostan
- Department of Agricultural Sciences, University of Napoli Federico II, Portici, NA, Italy.,Present address: Plants for Human Health Institute, North Carolina State University, Kannapolis, NC, USA
| | - Chiara Colantuono
- Department of Agricultural Sciences, University of Napoli Federico II, Portici, NA, Italy.,Present address: Infrastrutture di Ricerca per le Risorse Biologiche Marine, Stazione Zoologica Anton Dohrn, Villa Comunale, 80121, Napoli, Italy
| | - Flora Cozzolino
- Department of Chemical Sciences and CEINGE Biotecnologie Avanzate, University of Napoli Federico II, Napoli, Italy
| | - Donato Mancini
- Department of Agricultural Sciences, University of Napoli Federico II, Portici, NA, Italy
| | - Maria Luisa Chiusano
- Department of Agricultural Sciences, University of Napoli Federico II, Portici, NA, Italy
| | - Pietro Pucci
- Department of Chemical Sciences and CEINGE Biotecnologie Avanzate, University of Napoli Federico II, Napoli, Italy
| | - Silvia Caccia
- Department of Agricultural Sciences, University of Napoli Federico II, Portici, NA, Italy.
| | - Francesco Pennacchio
- Department of Agricultural Sciences, University of Napoli Federico II, Portici, NA, Italy.
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17
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Iorizzo M, Cavagnaro PF, Bostan H, Zhao Y, Zhang J, Simon PW. A Cluster of MYB Transcription Factors Regulates Anthocyanin Biosynthesis in Carrot ( Daucus carota L.) Root and Petiole. Front Plant Sci 2019; 9:1927. [PMID: 30693006 PMCID: PMC6339893 DOI: 10.3389/fpls.2018.01927] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/29/2018] [Accepted: 12/11/2018] [Indexed: 05/24/2023]
Abstract
Purple carrots can accumulate large quantities of anthocyanins in their roots and -in some genetic backgrounds- petioles, and therefore they represent an excellent dietary source of antioxidant phytonutrients. In a previous study, using linkage analysis in a carrot F2 mapping population segregating for root and petiole anthocyanin pigmentation, we identified a region in chromosome 3 with co-localized QTL for all anthocyanin pigments of the carrot root, whereas petiole pigmentation segregated as a single dominant gene and mapped to one of these "root pigmentation" regions conditioning anthocyanin biosynthesis. In the present study, we performed fine mapping combined with gene expression analyses (RNA-Seq and RT-qPCR) to identify candidate genes controlling anthocyanin pigmentation in the carrot root and petiole. Fine mapping was performed in four carrot populations with different genetic backgrounds and patterns of pigmentation. The regions controlling root and petiole pigmentation in chromosome 3 were delimited to 541 and 535 kb, respectively. Genome wide prediction of transcription factor families known to regulate the anthocyanin biosynthetic pathway coupled with orthologous and phylogenetic analyses enabled the identification of a cluster of six MYB transcription factors, denominated DcMYB6 to DcMYB11, associated with the regulation of anthocyanin biosynthesis. No anthocyanin biosynthetic genes were present in this region. Comparative transcriptome analysis indicated that upregulation of DcMYB7 was always associated with anthocyanin pigmentation in both root and petiole tissues, whereas DcMYB11 was only upregulated with pigmentation in petioles. In the petiole, the level of expression of DcMYB11 was higher than DcMYB7. DcMYB6, a gene previously suggested as a key regulator of carrot anthocyanin biosynthesis, was not consistently associated with pigmentation in either tissue. These results strongly suggest that DcMYB7 is a candidate gene for root anthocyanin pigmentation in all the genetic backgrounds included in this study. DcMYB11 is a candidate gene for petiole pigmentation in all the purple carrot sources in this study. Since DcMYB7 is co-expressed with DcMYB11 in purple petioles, the latter gene may act also as a co-regulator of anthocyanin pigmentation in the petioles. This study provides linkage-mapping and functional evidence for the candidacy of these genes for the regulation of carrot anthocyanin biosynthesis.
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Affiliation(s)
- Massimo Iorizzo
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC, United States
- Department of Horticultural Science, North Carolina State University, Raleigh, NC, United States
| | - Pablo F. Cavagnaro
- National Scientific and Technical Research Council (CONICET), Buenos Aires, Argentina
- Estación Experimental Agropecuaria La Consulta, Instituto Nacional de Tecnología Agropecuaria (INTA), Mendoza, Argentina
- Facultad de Ciencias Agrarias, Universidad Nacional de Cuyo, Mendoza, Argentina
| | - Hamed Bostan
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC, United States
| | - Yunyang Zhao
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC, United States
| | - Jianhui Zhang
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC, United States
| | - Philipp W. Simon
- Department of Horticulture, University of Wisconsin–Madison, Madison, WI, United States
- Vegetable Crops Research Unit, United States Department of Agriculture–Agricultural Research Service, Madison, WI, United States
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18
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Ambrosino L, Ruggieri V, Bostan H, Miralto M, Vitulo N, Zouine M, Barone A, Bouzayen M, Frusciante L, Pezzotti M, Valle G, Chiusano ML. Multilevel comparative bioinformatics to investigate evolutionary relationships and specificities in gene annotations: an example for tomato and grapevine. BMC Bioinformatics 2018; 19:435. [PMID: 30497367 PMCID: PMC6266932 DOI: 10.1186/s12859-018-2420-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
Abstract
Background “Omics” approaches may provide useful information for a deeper understanding of speciation events, diversification and function innovation. This can be achieved by investigating the molecular similarities at sequence level between species, allowing the definition of ortholog and paralog genes. However, the spreading of sequenced genome, often endowed with still preliminary annotations, requires suitable bioinformatics to be appropriately exploited in this framework. Results We presented here a multilevel comparative approach to investigate on genome evolutionary relationships and peculiarities of two fleshy fruit species of relevant agronomic interest, Solanum lycopersicum (tomato) and Vitis vinifera (grapevine). We defined 17,823 orthology relationships between tomato and grapevine reference gene annotations. The resulting orthologs are associated with the detected paralogs in each species, permitting the definition of gene networks, useful to investigate the different relationships. The reconciliation of the compared collections in terms of an updating of the functional descriptions was also exploited. All the results were made accessible in ComParaLogs, a dedicated bioinformatics platform available at http://biosrv.cab.unina.it/comparalogs/gene/search. Conclusions The aim of the work was to suggest a reliable approach to detect all similarities of gene loci between two species based on the integration of results from different levels of information, such as the gene, the transcript and the protein sequences, overcoming possible limits due to exclusive protein versus protein comparisons. This to define reliable ortholog and paralog genes, as well as species specific gene loci in the two species, overcoming limits due to the possible draft nature of preliminary gene annotations. Moreover, reconciled functional descriptions, as well as common or peculiar enzymatic classes and protein domains from tomato and grapevine, together with the definition of species-specific gene sets after the pairwise comparisons, contributed a comprehensive set of information useful to comparatively exploit the two species gene annotations and investigate on differences between species with climacteric and non-climacteric fruits. In addition, the definition of networks of ortholog genes and of associated paralogs, and the organization of web-based interfaces for the exploration of the results, defined a friendly computational bench-work in support of comparative analyses between two species. Electronic supplementary material The online version of this article (10.1186/s12859-018-2420-y) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Luca Ambrosino
- Department of Agriculture, University of Naples "Federico II,", Portici, Naples, Italy.,Current address: Research Infrastructures for Marine Biological Resources, Stazione Zoologica Anton Dohrn, Naples, Italy
| | - Valentino Ruggieri
- Department of Agriculture, University of Naples "Federico II,", Portici, Naples, Italy.,Current address: Center for Research in Agricultural Genomics, Cerdanyola, Barcelona, Spain
| | - Hamed Bostan
- Department of Agriculture, University of Naples "Federico II,", Portici, Naples, Italy.,Current address: Plants for Human Health Institute, North Carolina State University, Kannapolis, NC, USA
| | - Marco Miralto
- Department of Agriculture, University of Naples "Federico II,", Portici, Naples, Italy.,Current address: Research Infrastructures for Marine Biological Resources, Stazione Zoologica Anton Dohrn, Naples, Italy
| | - Nicola Vitulo
- Department of Biotechnology, University of Verona, Verona, Italy
| | - Mohamed Zouine
- Génomique et Biotechnologie des Fruits, UMR990 INRA / INP-Toulouse, Université de Toulouse, Castanet-Tolosan, France
| | - Amalia Barone
- Department of Agriculture, University of Naples "Federico II,", Portici, Naples, Italy
| | - Mondher Bouzayen
- Génomique et Biotechnologie des Fruits, UMR990 INRA / INP-Toulouse, Université de Toulouse, Castanet-Tolosan, France
| | - Luigi Frusciante
- Department of Agriculture, University of Naples "Federico II,", Portici, Naples, Italy
| | - Mario Pezzotti
- Department of Biotechnology, University of Verona, Verona, Italy
| | - Giorgio Valle
- CRIBI Biotechnology Centre, University of Padova, Padova, Italy
| | - Maria Luisa Chiusano
- Department of Agriculture, University of Naples "Federico II,", Portici, Naples, Italy. .,Research Infrastructures for Marine Biological Resources, Stazione Zoologica Anton Dohrn, Naples, Italy.
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19
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Tranchida-Lombardo V, Aiese Cigliano R, Anzar I, Landi S, Palombieri S, Colantuono C, Bostan H, Termolino P, Aversano R, Batelli G, Cammareri M, Carputo D, Chiusano ML, Conicella C, Consiglio F, D'Agostino N, De Palma M, Di Matteo A, Grandillo S, Sanseverino W, Tucci M, Grillo S. Whole-genome re-sequencing of two Italian tomato landraces reveals sequence variations in genes associated with stress tolerance, fruit quality and long shelf-life traits. DNA Res 2018; 25:149-160. [PMID: 29149280 PMCID: PMC5909465 DOI: 10.1093/dnares/dsx045] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2017] [Accepted: 10/27/2017] [Indexed: 02/07/2023] Open
Abstract
Tomato is a high value crop and the primary model for fleshy fruit development and ripening. Breeding priorities include increased fruit quality, shelf life and tolerance to stresses. To contribute towards this goal, we re-sequenced the genomes of Corbarino (COR) and Lucariello (LUC) landraces, which both possess the traits of plant adaptation to water deficit, prolonged fruit shelf-life and good fruit quality. Through the newly developed pipeline Reconstructor, we generated the genome sequences of COR and LUC using datasets of 65.8 M and 56.4 M of 30-150 bp paired-end reads, respectively. New contigs including reads that could not be mapped to the tomato reference genome were assembled, and a total of 43, 054 and 44, 579 gene loci were annotated in COR and LUC. Both genomes showed novel regions with similarity to Solanum pimpinellifolium and Solanum pennellii. In addition to small deletions and insertions, 2, 000 and 1, 700 single nucleotide polymorphisms (SNPs) could exert potentially disruptive effects on 1, 371 and 1, 201 genes in COR and LUC, respectively. A detailed survey of the SNPs occurring in fruit quality, shelf life and stress tolerance related-genes identified several candidates of potential relevance. Variations in ethylene response components may concur in determining peculiar phenotypes of COR and LUC.
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Affiliation(s)
- Valentina Tranchida-Lombardo
- National Research Council of Italy Institute of Biosciences and Bioresources (CNR-IBBR), Via Università 133, 80055 Portici, Italy
| | | | - Irantzu Anzar
- Sequentia Biotech Calle Comte D'Urgel 240, 08036 Barcelona, Spain
| | - Simone Landi
- National Research Council of Italy Institute of Biosciences and Bioresources (CNR-IBBR), Via Università 133, 80055 Portici, Italy
| | - Samuela Palombieri
- National Research Council of Italy Institute of Biosciences and Bioresources (CNR-IBBR), Via Università 133, 80055 Portici, Italy
| | - Chiara Colantuono
- Department of Agricultural Sciences, University of Naples Federico II, Via Universita' 100, 80055 Portici, Italy
| | - Hamed Bostan
- Department of Agricultural Sciences, University of Naples Federico II, Via Universita' 100, 80055 Portici, Italy
| | - Pasquale Termolino
- National Research Council of Italy Institute of Biosciences and Bioresources (CNR-IBBR), Via Università 133, 80055 Portici, Italy
| | - Riccardo Aversano
- Department of Agricultural Sciences, University of Naples Federico II, Via Universita' 100, 80055 Portici, Italy
| | - Giorgia Batelli
- National Research Council of Italy Institute of Biosciences and Bioresources (CNR-IBBR), Via Università 133, 80055 Portici, Italy
| | - Maria Cammareri
- National Research Council of Italy Institute of Biosciences and Bioresources (CNR-IBBR), Via Università 133, 80055 Portici, Italy
| | - Domenico Carputo
- Department of Agricultural Sciences, University of Naples Federico II, Via Universita' 100, 80055 Portici, Italy
| | - Maria Luisa Chiusano
- Department of Agricultural Sciences, University of Naples Federico II, Via Universita' 100, 80055 Portici, Italy
| | - Clara Conicella
- National Research Council of Italy Institute of Biosciences and Bioresources (CNR-IBBR), Via Università 133, 80055 Portici, Italy
| | - Federica Consiglio
- National Research Council of Italy Institute of Biosciences and Bioresources (CNR-IBBR), Via Università 133, 80055 Portici, Italy
| | - Nunzio D'Agostino
- Consiglio per la Ricerca in Agricoltura e l'Analisi dell'Economia Agraria, Centro Di Ricerca Orticultura e Florovivaismo (CREA-OF), Via Cavalleggeri, 25, 84098 Pontecagnano Faiano SA, Italy
| | - Monica De Palma
- National Research Council of Italy Institute of Biosciences and Bioresources (CNR-IBBR), Via Università 133, 80055 Portici, Italy
| | - Antonio Di Matteo
- Department of Agricultural Sciences, University of Naples Federico II, Via Universita' 100, 80055 Portici, Italy
| | - Silvana Grandillo
- National Research Council of Italy Institute of Biosciences and Bioresources (CNR-IBBR), Via Università 133, 80055 Portici, Italy
| | | | - Marina Tucci
- National Research Council of Italy Institute of Biosciences and Bioresources (CNR-IBBR), Via Università 133, 80055 Portici, Italy
| | - Stefania Grillo
- National Research Council of Italy Institute of Biosciences and Bioresources (CNR-IBBR), Via Università 133, 80055 Portici, Italy
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20
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Machaj G, Bostan H, Macko-Podgórni A, Iorizzo M, Grzebelus D. Comparative Transcriptomics of Root Development in Wild and Cultivated Carrots. Genes (Basel) 2018; 9:genes9090431. [PMID: 30149572 PMCID: PMC6162504 DOI: 10.3390/genes9090431] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2018] [Revised: 08/10/2018] [Accepted: 08/21/2018] [Indexed: 11/16/2022] Open
Abstract
The carrot is the most popular root vegetable worldwide. The genetic makeup underlying the development of the edible storage root are fragmentary. Here, we report the first comparative transcriptome analysis between wild and cultivated carrot roots at multiple developmental stages. Overall, 3285, 4637, and 570 genes were differentially expressed in the cultivated carrot in comparisons made for young plants versus developing roots, young plants versus mature roots, and developing roots versus mature roots, respectively. Of those, 1916, 2645, and 475, respectively, were retained after filtering out genes showing similar profiles of expression in the wild carrot. They were assumed to be of special interest with respect to the development of the storage root. Among them, transcription factors and genes encoding proteins involved in post-translational modifications (signal transduction and ubiquitination) were mostly upregulated, while those involved in redox signaling were mostly downregulated. Also, genes encoding proteins regulating cell cycle, involved in cell divisions, development of vascular tissue, water transport, and sugar metabolism were enriched in the upregulated clusters. Genes encoding components of photosystem I and II, together with genes involved in carotenoid biosynthesis, were upregulated in the cultivated roots, as opposed to the wild roots; however, they were largely downregulated in the mature storage root, as compared with the young and developing root. The experiment produced robust resources for future investigations on the regulation of storage root formation in carrot and Apiaceae.
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Affiliation(s)
- Gabriela Machaj
- Institute of Plant Biology and Biotechnology, Faculty of Biotechnology and Horticulture, University of Agriculture in Krakow, 31425 Krakow, Poland.
| | - Hamed Bostan
- Plants for Human Health Institute, Department of Horticultural Science, North Carolina State University, Kannapolis, NC 28081, USA.
| | - Alicja Macko-Podgórni
- Institute of Plant Biology and Biotechnology, Faculty of Biotechnology and Horticulture, University of Agriculture in Krakow, 31425 Krakow, Poland.
| | - Massimo Iorizzo
- Plants for Human Health Institute, Department of Horticultural Science, North Carolina State University, Kannapolis, NC 28081, USA.
| | - Dariusz Grzebelus
- Institute of Plant Biology and Biotechnology, Faculty of Biotechnology and Horticulture, University of Agriculture in Krakow, 31425 Krakow, Poland.
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Ellison S, Senalik D, Bostan H, Iorizzo M, Simon P. Fine Mapping, Transcriptome Analysis, and Marker Development for Y2 , the Gene That Conditions β-Carotene Accumulation in Carrot ( Daucus carota L.). G3 (Bethesda) 2017; 7:2665-2675. [PMID: 28663343 PMCID: PMC5555471 DOI: 10.1534/g3.117.043067] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/04/2017] [Accepted: 06/07/2017] [Indexed: 12/18/2022]
Abstract
Domesticated carrots, Daucus carota subsp. sativus, are the richest source of β-carotene in the US diet, which, when consumed, is converted into vitamin A, an essential component of eye health and immunity. The Y2 locus plays a significant role in beta-carotene accumulation in carrot roots, but a candidate gene has not been identified. To advance our understanding of this locus, the genetic basis of β-carotene accumulation was explored by utilizing an advanced mapping population, transcriptome analysis, and nucleotide diversity in diverse carrot accessions with varying levels of β-carotene. A single large effect Quantitative Trait Locus (QTL) on the distal arm of chromosome 7 overlapped with the previously identified β-carotene accumulation QTL, Y2 Fine mapping efforts reduced the genomic region of interest to 650 kb including 72 genes. Transcriptome analysis within this fine mapped region identified four genes differentially expressed at two developmental time points, and 13 genes differentially expressed at one time point. These differentially expressed genes included transcription factors and genes involved in light signaling and carotenoid flux, including a member of the Di19 gene family involved in Arabidopsis photomorphogenesis, and a homolog of the bHLH36 transcription factor involved in maize carotenoid metabolism. Analysis of nucleotide diversity in 25 resequenced carrot accessions revealed a drastic decrease in diversity of this fine-mapped region in orange cultivated accessions as compared to white and yellow cultivated and to white wild samples. The results presented in this study provide a foundation to identify and characterize the gene underlying β-carotene accumulation in carrot.
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Affiliation(s)
- Shelby Ellison
- Department of Horticulture, University of Wisconsin-Madison, Wisconsin 53706
| | - Douglas Senalik
- Department of Horticulture, University of Wisconsin-Madison, Wisconsin 53706
- Vegetable Crops Research Unit, United States Department of Agriculture-Agricultural Research Service, Madison, Wisconsin 53706
| | - Hamed Bostan
- Plants for Human Health Institute, Department of Horticultural Science, North Carolina State University, Kannapolis, North Carolina 28081
| | - Massimo Iorizzo
- Plants for Human Health Institute, Department of Horticultural Science, North Carolina State University, Kannapolis, North Carolina 28081
| | - Philipp Simon
- Department of Horticulture, University of Wisconsin-Madison, Wisconsin 53706
- Vegetable Crops Research Unit, United States Department of Agriculture-Agricultural Research Service, Madison, Wisconsin 53706
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Ambrosone A, Batelli G, Bostan H, D'Agostino N, Chiusano ML, Perrotta G, Leone A, Grillo S, Costa A. Distinct gene networks drive differential response to abrupt or gradual water deficit in potato. Gene 2016; 597:30-39. [PMID: 27771448 DOI: 10.1016/j.gene.2016.10.024] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2016] [Revised: 10/08/2016] [Accepted: 10/18/2016] [Indexed: 02/08/2023]
Abstract
Water-limiting conditions affect dramatically plant growth and development and, ultimately, yield of potato plants (Solanum tuberosum L.). Therefore, understanding the mechanisms underlying the response to water deficit is of paramount interest to obtain drought tolerant potato varieties. Herein, potato 10K cDNA array slides were used to profile transcriptomic changes of two potato cell populations under abrupt (shocked cells) or gradual exposure (adapted cells) to polyethylene glycol (PEG)-mediated water stress. Data analysis identified >1000 differentially expressed genes (DEGs) in our experimental conditions. Noteworthy, our microarray study also suggests that distinct gene networks underlie the cellular response to shock or gradual water stress. On the basis of our experimental findings, it is possible to speculate that DEGs identified in shocked cells participate in early protective and sensing mechanisms to environmental insults, while the genes whose expression was modulated in adapted cells are directly involved in the acquisition of a new cellular homeostasis to cope with water stress conditions. To validate microarray data obtained for potato cells, the expression analysis of 21 selected genes of interest was performed by Real-Time Quantitative Reverse Transcription PCR (qRT-PCR). Intriguingly, the expression levels of these transcripts in 4-week old potato plants exposed to long-term water-deficit. qRT-PCR analysis showed that several genes were regulated similarly in potato cells cultures and tissues exposed to drought, thus confirming the efficacy of our simple experimental system to capture important genes involved in osmotic stress response. Highlighting the differences in gene expression between shock-like and adaptive response, our findings could contribute to the discussion on the biological function of distinct gene networks involved in the response to abrupt and gradual adaptation to water deficit.
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Affiliation(s)
- Alfredo Ambrosone
- National Research Council of Italy, Institute of Biosciences and BioResources, Research Division Portici (CNR-IBBR), Portici (NA), Italy
| | - Giorgia Batelli
- National Research Council of Italy, Institute of Biosciences and BioResources, Research Division Portici (CNR-IBBR), Portici (NA), Italy
| | - Hamed Bostan
- Department of Agricultural Sciences, University of Naples "Federico II", Portici (NA), Italy
| | - Nunzio D'Agostino
- Consiglio per la ricerca in agricoltura e l'analisi dell'economia agraria, Centro di ricerca per l'orticoltura (CREA-ORT), Pontecagnano Faiano (SA), Italy
| | - Maria Luisa Chiusano
- Department of Agricultural Sciences, University of Naples "Federico II", Portici (NA), Italy
| | - Gaetano Perrotta
- Italian National Agency for New Technologies, Energy and Sustainable Economic Development (ENEA), TRISAIA Research Center, Rotondella, MT, Italy
| | - Antonietta Leone
- Department of Pharmacy, University of Salerno, Fisciano SA, Italy
| | - Stefania Grillo
- National Research Council of Italy, Institute of Biosciences and BioResources, Research Division Portici (CNR-IBBR), Portici (NA), Italy
| | - Antonello Costa
- National Research Council of Italy, Institute of Biosciences and BioResources, Research Division Portici (CNR-IBBR), Portici (NA), Italy.
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Ruggieri V, Bostan H, Barone A, Frusciante L, Chiusano ML. Integrated bioinformatics to decipher the ascorbic acid metabolic network in tomato. Plant Mol Biol 2016; 91:397-412. [PMID: 27007138 DOI: 10.1007/s11103-016-0469-4] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/18/2016] [Accepted: 03/07/2016] [Indexed: 06/05/2023]
Abstract
Ascorbic acid is involved in a plethora of reactions in both plant and animal metabolism. It plays an essential role neutralizing free radicals and acting as enzyme co-factor in several reaction. Since humans are ascorbate auxotrophs, enhancing the nutritional quality of a widely consumed vegetable like tomato is a desirable goal. Although the main reactions of the ascorbate biosynthesis, recycling and translocation pathways have been characterized, the assignment of tomato genes to each enzymatic step of the entire network has never been reported to date. By integrating bioinformatics approaches, omics resources and transcriptome collections today available for tomato, this study provides an overview on the architecture of the ascorbate pathway. In particular, 237 tomato loci were associated with the different enzymatic steps of the network, establishing the first comprehensive reference collection of candidate genes based on the recently released tomato gene annotation. The co-expression analyses performed by using RNA-Seq data supported the functional investigation of main expression patterns for the candidate genes and highlighted a coordinated spatial-temporal regulation of genes of the different pathways across tissues and developmental stages. Taken together these results provide evidence of a complex interplaying mechanism and highlight the pivotal role of functional related genes. The definition of genes contributing to alternative pathways and their expression profiles corroborates previous hypothesis on mechanisms of accumulation of ascorbate in the later stages of fruit ripening. Results and evidences here provided may facilitate the development of novel strategies for biofortification of tomato fruit with Vitamin C and offer an example framework for similar studies concerning other metabolic pathways and species.
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Affiliation(s)
- Valentino Ruggieri
- Department of Agricultural Sciences, University of Naples Federico II, Via Università 100, 80055, Portici, Italy
| | - Hamed Bostan
- Department of Agricultural Sciences, University of Naples Federico II, Via Università 100, 80055, Portici, Italy
| | - Amalia Barone
- Department of Agricultural Sciences, University of Naples Federico II, Via Università 100, 80055, Portici, Italy
| | - Luigi Frusciante
- Department of Agricultural Sciences, University of Naples Federico II, Via Università 100, 80055, Portici, Italy
| | - Maria Luisa Chiusano
- Department of Agricultural Sciences, University of Naples Federico II, Via Università 100, 80055, Portici, Italy.
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24
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Abstract
Bioinformatics for Pollen. Pollen plays a key role in crop production, and its development is the most delicate phase in reproduction. Different metabolic pathways are involved in pollen development, and changes in the level of some metabolites, as well as responses to stress, are correlated with the reduction in pollen viability, leading consequently to a decrease in the fruit production. However, studies on pollen may be hard because gamete development and fertilization are complex processes that occur during a short window of time. The rise of the so-called -omics sciences provided key strategies to promote molecular research in pollen tissues, starting from model organisms and moving to increasing number of species. An integrated multi-level approach based on investigations from genomics, transcriptomics, proteomics and metabolomics appears now feasible to clarify key molecular processes in pollen development and viability. To this aim, bioinformatics has a fundamental role for data production and analysis, contributing varied and ad hoc methodologies, endowed with different sensitivity and specificity, necessary for extracting added-value information from the large amount of molecular data achievable. Bioinformatics is also essential for data management, organization, distribution and integration in suitable resources. This is necessary to catch the biological features of the pollen tissues and to design effective approaches to identifying structural or functional properties, enabling the modeling of the major involved processes in normal or in stress conditions. In this review, we provide an overview of the available bioinformatics resources for pollen, ranging from raw data collections to complete databases or platforms, when available, which include data and/or results from -omics efforts on the male gametophyte. Perspectives in the fields will also be described.
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Affiliation(s)
- Luca Ambrosino
- Department of Agricultural Sciences, University of Naples "Federico II", via Università 100, Portici (NA), 80055, Italy
| | - Hamed Bostan
- Department of Agricultural Sciences, University of Naples "Federico II", via Università 100, Portici (NA), 80055, Italy
| | - Valentino Ruggieri
- Department of Agricultural Sciences, University of Naples "Federico II", via Università 100, Portici (NA), 80055, Italy
| | - Maria Luisa Chiusano
- Department of Agricultural Sciences, University of Naples "Federico II", via Università 100, Portici (NA), 80055, Italy.
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25
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Ambrosino L, Bostan H, di Salle P, Sangiovanni M, Vigilante A, Chiusano ML. pATsi: Paralogs and Singleton Genes from Arabidopsis thaliana. Evol Bioinform Online 2016; 12:1-7. [PMID: 26792975 PMCID: PMC4710182 DOI: 10.4137/ebo.s32536] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2015] [Revised: 10/11/2015] [Accepted: 10/17/2015] [Indexed: 11/05/2022] Open
Abstract
Arabidopsis thaliana is widely accepted as a model species in plant biology. Its genome, due to its small size and diploidy, was the first to be sequenced among plants, making this species also a reference for plant comparative genomics. Nevertheless, the evolutionary mechanisms that shaped the Arabidopsis genome are still controversial. Indeed, duplications, translocations, inversions, and gene loss events that contributed to the current organization are difficult to be traced. A reliable identification of paralogs and single-copy genes is essential to understand these mechanisms. Therefore, we implemented a dedicated pipeline to identify paralog genes and classify single-copy genes into opportune categories. PATsi, a web-accessible database, was organized to allow the straightforward access to the paralogs organized into networks and to the classification of single-copy genes. This permits to efficiently explore the gene collection of Arabidopsis for evolutionary investigations and comparative genomics.
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Affiliation(s)
- Luca Ambrosino
- Department of Agriculture, University of Naples Federico II, Portici, Italy
| | - Hamed Bostan
- Department of Agriculture, University of Naples Federico II, Portici, Italy
| | - Pasquale di Salle
- Department of Agriculture, University of Naples Federico II, Portici, Italy
| | - Mara Sangiovanni
- Department of Electrical Engineering and Information Technology, University of Naples Federico II, Naples, Italy
| | - Alessandra Vigilante
- Department of Genetics, Evolution and Environment, UCL Genetics Institute, University College London, London, UK.; The Francis Crick Institute, Lincoln's Inn Fields Laboratories, London, UK
| | - Maria L Chiusano
- Department of Agriculture, University of Naples Federico II, Portici, Italy
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26
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Iovieno P, Punzo P, Guida G, Mistretta C, Van Oosten MJ, Nurcato R, Bostan H, Colantuono C, Costa A, Bagnaresi P, Chiusano ML, Albrizio R, Giorio P, Batelli G, Grillo S. Transcriptomic Changes Drive Physiological Responses to Progressive Drought Stress and Rehydration in Tomato. Front Plant Sci 2016; 7:371. [PMID: 27066027 PMCID: PMC4814702 DOI: 10.3389/fpls.2016.00371] [Citation(s) in RCA: 70] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/16/2015] [Accepted: 03/10/2016] [Indexed: 05/07/2023]
Abstract
Tomato is a major crop in the Mediterranean basin, where the cultivation in the open field is often vulnerable to drought. In order to adapt and survive to naturally occurring cycles of drought stress and recovery, plants employ a coordinated array of physiological, biochemical, and molecular responses. Transcriptomic studies on tomato responses to drought and subsequent recovery are few in number. As the search for novel traits to improve the genetic tolerance to drought increases, a better understanding of these responses is required. To address this need we designed a study in which we induced two cycles of prolonged drought stress and a single recovery by rewatering in tomato. In order to dissect the complexity of plant responses to drought, we analyzed the physiological responses (stomatal conductance, CO2 assimilation, and chlorophyll fluorescence), abscisic acid (ABA), and proline contents. In addition to the physiological and metabolite assays, we generated transcriptomes for multiple points during the stress and recovery cycles. Cluster analysis of differentially expressed genes (DEGs) between the conditions has revealed potential novel components in stress response. The observed reduction in leaf gas exchanges and efficiency of the photosystem PSII was concomitant with a general down-regulation of genes belonging to the photosynthesis, light harvesting, and photosystem I and II category induced by drought stress. Gene ontology (GO) categories such as cell proliferation and cell cycle were also significantly enriched in the down-regulated fraction of genes upon drought stress, which may contribute to explain the observed growth reduction. Several histone variants were also repressed during drought stress, indicating that chromatin associated processes are also affected by drought. As expected, ABA accumulated after prolonged water deficit, driving the observed enrichment of stress related GOs in the up-regulated gene fractions, which included transcripts putatively involved in stomatal movements. This transcriptomic study has yielded promising candidate genes that merit further functional studies to confirm their involvement in drought tolerance and recovery. Together, our results contribute to a better understanding of the coordinated responses taking place under drought stress and recovery in adult plants of tomato.
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Affiliation(s)
- Paolo Iovieno
- National Research Council of Italy, Institute of Biosciences and Bioresources, Research Division Portici (CNR-IBBR) Portici, Italy
| | - Paola Punzo
- National Research Council of Italy, Institute of Biosciences and Bioresources, Research Division Portici (CNR-IBBR) Portici, Italy
| | - Gianpiero Guida
- National Research Council of Italy, Institute for Agricultural and Forestry Systems in the Mediterranean (CNR-ISAFoM) Ercolano, Italy
| | - Carmela Mistretta
- National Research Council of Italy, Institute for Agricultural and Forestry Systems in the Mediterranean (CNR-ISAFoM) Ercolano, Italy
| | | | - Roberta Nurcato
- National Research Council of Italy, Institute of Biosciences and Bioresources, Research Division Portici (CNR-IBBR) Portici, Italy
| | - Hamed Bostan
- Department of Agriculture, University of Naples "Federico II," Portici, Italy
| | - Chiara Colantuono
- Department of Agriculture, University of Naples "Federico II," Portici, Italy
| | - Antonello Costa
- National Research Council of Italy, Institute of Biosciences and Bioresources, Research Division Portici (CNR-IBBR) Portici, Italy
| | - Paolo Bagnaresi
- CREA - Council for Agricultural Research and Economics, Genomics Research Centre Fiorenzuola d'Arda, Italy
| | - Maria L Chiusano
- Department of Agriculture, University of Naples "Federico II," Portici, Italy
| | - Rossella Albrizio
- National Research Council of Italy, Institute for Agricultural and Forestry Systems in the Mediterranean (CNR-ISAFoM) Ercolano, Italy
| | - Pasquale Giorio
- National Research Council of Italy, Institute for Agricultural and Forestry Systems in the Mediterranean (CNR-ISAFoM) Ercolano, Italy
| | - Giorgia Batelli
- National Research Council of Italy, Institute of Biosciences and Bioresources, Research Division Portici (CNR-IBBR) Portici, Italy
| | - Stefania Grillo
- National Research Council of Italy, Institute of Biosciences and Bioresources, Research Division Portici (CNR-IBBR) Portici, Italy
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Bokszczanin KL, Krezdorn N, Fragkostefanakis S, Müller S, Rycak L, Chen Y, Hoffmeier K, Kreutz J, Paupière MJ, Chaturvedi P, Iannacone R, Müller F, Bostan H, Chiusano ML, Scharf KD, Rotter B, Schleiff E, Winter P. Identification of novel small ncRNAs in pollen of tomato. BMC Genomics 2015; 16:714. [PMID: 26385469 PMCID: PMC4575465 DOI: 10.1186/s12864-015-1901-x] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2015] [Accepted: 09/09/2015] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND The unprecedented role of sncRNAs in the regulation of pollen biogenesis on both transcriptional and epigenetic levels has been experimentally proven. However, little is known about their global regulation, especially under stress conditions. We used tomato pollen in order to identify pollen stage-specific sncRNAs and their target mRNAs. We further deployed elevated temperatures to discern stress responsive sncRNAs. For this purpose high throughput sncRNA-sequencing as well as Massive Analysis of cDNA Ends (MACE) were performed for three-replicated sncRNAs libraries derived from tomato tetrad, post-meiotic, and mature pollen under control and heat stress conditions. RESULTS Using the omiRas analysis pipeline we identified known and predicted novel miRNAs as well as sncRNAs from other classes, responsive or not to heat. Differential expression analysis revealed that post-meiotic and mature pollen react most strongly by regulation of the expression of coding and non-coding genomic regions in response to heat. To gain insight to the function of these miRNAs, we predicted targets and annotated them to Gene Ontology terms. This approach revealed that most of them belong to protein binding, transcription, and Serine/Threonine kinase activity GO categories. Beside miRNAs, we observed differential expression of both tRNAs and snoRNAs in tetrad, post-meiotic, and mature pollen when comparing normal and heat stress conditions. CONCLUSIONS Thus, we describe a global spectrum of sncRNAs expressed in pollen as well as unveiled those which are regulated at specific time-points during pollen biogenesis. We integrated the small RNAs into the regulatory network of tomato heat stress response in pollen.
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Affiliation(s)
| | | | - Sotirios Fragkostefanakis
- Cluster of Excellence Frankfurt, Centre of Membrane Proteomics, Department of Biosciences, Goethe University, Frankfurt am Main, Germany
| | | | | | | | | | | | - Marine J Paupière
- Department of Plant Breeding, Wageningen University and Research Centre, Wageningen, The Netherlands
| | - Palak Chaturvedi
- Department for Molecular Systems Biology, University of Vienna, Vienna, Austria
| | - Rina Iannacone
- ALSIA Research Center Metapontum Agrobios Metaponto (MT), Metaponto, Italy
| | - Florian Müller
- Department of Molecular Plant Physiology, Institute for Water and Wetland Research, Radboud University Nijmegen, Nijmegen, The Netherlands
| | - Hamed Bostan
- Department of Agricultural Sciences, University of Naples Federico II, Via Università 100, 80055, Portici, Italy
| | - Maria Luisa Chiusano
- Department of Agricultural Sciences, University of Naples Federico II, Via Università 100, 80055, Portici, Italy
| | - Klaus-Dieter Scharf
- Cluster of Excellence Frankfurt, Centre of Membrane Proteomics, Department of Biosciences, Goethe University, Frankfurt am Main, Germany
| | | | - Enrico Schleiff
- Cluster of Excellence Frankfurt, Centre of Membrane Proteomics, Department of Biosciences, Goethe University, Frankfurt am Main, Germany
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Bostan H, Chiusano ML. NexGenEx-Tom: a gene expression platform to investigate the functionalities of the tomato genome. BMC Plant Biol 2015; 15:48. [PMID: 25849067 PMCID: PMC4340097 DOI: 10.1186/s12870-014-0412-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/01/2014] [Accepted: 12/30/2014] [Indexed: 06/04/2023]
Abstract
BACKGROUND Next Generation Sequencing technologies (NGS) unexpectedly pushed forward the capability of solving genome organization and of widely depicting gene expression. However, although the flourishing of tools to process the NGS data, versatile and user-friendly computational environments for integrative and comparative analyses of the results from the increasing amount of collections are still required. DESCRIPTION Here we present the architecture and the facilities of NexGenEx-, a web based platform that offers processed NGS transcriptome collections and enables immediate analyses of the results. The platform allows gene expression investigations, profiling and comparisons, and exploits different resources. CONCLUSION In the current version, NexGenEx-Tom includes processed and normalized NGS expression data from three collections covering several tissue/stages from different genotypes. Beyond providing a user-friendly interface, the platform was designed with the aim to easily be expanded to include other NGS based transcriptome collections. It can also integrate different genome releases, possibly from different cultivars or genotypes, but even from different species. The platform is proposed as an example effort in tomato, and is described as a profitable approach for the exploitation of these challenging and precious datasets.
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Affiliation(s)
- Hamed Bostan
- Department of Agricultural Sciences, University of Naples “Federico II”, via Università 100, 80055 Portici, Italy
| | - Maria Luisa Chiusano
- Department of Agricultural Sciences, University of Naples “Federico II”, via Università 100, 80055 Portici, Italy
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29
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Bostan H, Karakaya M, Demir M, Cağdir A, Hanci V. A case of surgical instrument left in the abdomen and taken out of the transverse colon. Hippokratia 2014; 18:77-79. [PMID: 25125959 PMCID: PMC4103050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
BACKGROUND Foreign bodies cause an aseptic reaction that does not have specific symptoms and may also result in peritonitis, acute abdominal pain, an intraperitoneal abscess, or intestinal obstruction or perforation. We present a case of a surgical instrument left in the abdomen that passed into the transverse colon via migration after a surgery. CASE DESCRIPTION A 36-year-old female patient was operated upon, with a diagnosis of a hydatid cyst in her liver. Approximately 3 years after the surgery, she excreted part of a surgical forceps with her stool while she was defecating. In upright direct abdominal radiography, a surgical instrument was observed in the abdomen. The patient was operated to remove the foreign body from the abdomen. The surgical instrument that was taken out had corroded and turned black. It was observed that the material that had dropped out of the anus and the material that was taken out during the operation were parts of the same surgical instrument. The ascending colon and the abdomen were stitched anatomically. Follow-ups were conducted after the operation, and the patient was discharged with recovery. CONCLUSIONS It should be noted that a surgical instrument may be left inside the body of patients who have a history of surgery and that it can migrate.
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Affiliation(s)
- H Bostan
- The Ministry of Justice, Council of Forensic Medicine, Istanbul, Turkey
| | - Ma Karakaya
- The Ministry of Justice, Council of Forensic Medicine, Istanbul, Turkey
| | - M Demir
- The Ministry of Justice, Council of Forensic Medicine, Istanbul, Turkey
| | - As Cağdir
- The Ministry of Justice, Council of Forensic Medicine, Istanbul, Turkey
| | - V Hanci
- Department of Anaesthesiology and Reanimation, Medical Faculty, Dokuz Eylul University, İzmir, Turkey
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30
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Kalkan Y, Tomak Y, Altuner D, Tumkaya L, Bostan H, Yilmaz A, Unal D, Kara A, Turan A. Hepatic effects of ketamine administration for 2 weeks in rats. Hum Exp Toxicol 2013; 33:32-40. [DOI: 10.1177/0960327112472990] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The aim of the present study was to investigate the long-term and high-dose application of ketamine on the liver by employing histologic and biochemical methods. A total of 30 male rats were randomly assigned to control and four treatment groups ( n: 6). Saline for control group and different doses of ketamine for four treatment groups (40, 60, 80 and 100 mg kg−1) were administered intraperitoneal twice a day for 2 weeks. Immunohistological staining, light and electron microscopy were used to study tissue specimens. Histopathological changes were more severe and diverse in groups 80 and 100 mg kg−1 day−1, and the least significant change was observed in groups 40 and 60 mg kg−1 day−1. The most important ultrastructural changes were seen in mitochondria and in the rough endoplasmic reticulum. The immunoreactivity of calcineurin was determined as different. Prolonged use of ketamine caused hepatocellualar toxicity and histological changes in hepatocytes in a dose-dependent manner in all experimental groups.
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Affiliation(s)
- Y. Kalkan
- Department of Histology and Embryology, Medical Faculty, Rize University, Rize, Turkey
| | - Y. Tomak
- Department of Anesthesiology and Reanimation, Medical Faculty, Rize University, Rize, Turkey
| | - D. Altuner
- Department of Pharmacology, Medical Faculty, Rize University, Rize, Turkey
| | - L. Tumkaya
- Department of Histology and Embryology, Medical Faculty, Rize University, Rize, Turkey
| | - H. Bostan
- Institute of Forensic Medicine, Istanbul, Turkey
| | - A. Yilmaz
- Department of Biochemistry, Medical Faculty, Rize University, Rize, Turkey
| | - D. Unal
- Department of Histology and Embryology, Medical Faculty, Ataturk University, Erzurum, Turkey
| | - A. Kara
- Department of Histology and Embryology, Medical Faculty, Ataturk University, Erzurum, Turkey
| | - A. Turan
- Department of Outcomes Research, Cleveland Clinic, Cleveland, OH, USA
- Department of Anesthesiology, Cleveland Clinic, Cleveland, OH, USA
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31
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Tomak Y, Yılmaz A, Bostan H, Tümkaya L, Altuner D, Kalkan Y, Erdivanlı B. Effects of sugammadex and rocuronium mast cell number and degranulation in rat liver. Anaesthesia 2012; 67:1101-4. [PMID: 22827538 DOI: 10.1111/j.1365-2044.2012.07264.x] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
We investigated the effect of rocuronium- and sugammadex-induced mast cell increase and degranulation in rat portal triads. Forty-two rats, in six groups, received either rocuronium 1 mg.kg(-1); sugammadex 15 mg.kg(-1); sugammadex 100 mg.kg(-1); rocuronium 1 mg.kg(-1) and 5 min later, sugammadex 15 mg.kg(-1); rocuronium 1 mg.kg(-1) and 5 min later, sugammadex 100 mg.kg(-1); or isotonic saline. Total mast cell numbers were significantly higher with rocuronium only, than in all other groups (p<0.003), although in all active groups, the number was greater than the control. Total mast cell number was significantly higher with rocuronium and low-dose sugammadex compared with low-dose sugammadex only. The number of tryptase-positive mast cells with rocuronium only was significantly higher than in all other groups (p<0.003). Tryptase-positive mast cell numbers in both groups receiving both rocuronium and sugammadex were significantly higher compared with both groups receiving sugammadex only. Rocuronium increased mast cell numbers, and degranulation was mitigated by sugammadex. These results suggest that sugammadex may be beneficial in treatment of rocuronium-induced anaphylaxis.
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Affiliation(s)
- Y Tomak
- Department of Anaesthesiology and Reanimation, Rize University, Medical Faculty, and Rize Education and Research Hospital, Rize, Turkey.
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32
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Erturk E, Bostan H, Geze S, Saracoglu S, Erciyes N, Eroglu A. Total intravenous anesthesia for evacuation of a hydatidiform mole and termination of pregnancy in a patient with thyrotoxicosis. Int J Obstet Anesth 2007; 16:363-6. [PMID: 17459690 DOI: 10.1016/j.ijoa.2006.12.004] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2006] [Revised: 09/01/2006] [Accepted: 12/01/2006] [Indexed: 02/07/2023]
Abstract
Clinical hyperthyroidism is found in approximately 5% of women with a hydatidiform mole, as human chorionic gonadotropin secreted by molar tissue is structurally similar to thyroid-stimulating hormone. A hydatidiform mole occasionally presents with a co-existing viable fetus. Surgical evacuation may be indicated for significant hemorrhage or preeclampsia. Perioperative management in the presence of hyperthyroidism may be complicated by a thyroid storm. We report a case of total intravenous anesthesia with propofol and remifentanil, combined with an esmolol infusion, to control sympathetic hyperactivity during surgery.
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Affiliation(s)
- E Erturk
- Karadeniz Technical University, Medical Faculty, Department of Anesthesiology, Trabzon, Turkey.
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