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Saxe HJ, Walawage SL, Balan B, Leslie CA, Brown PJ, Browne GT, Kluepfel DA, Westphal A, Dandekar AM. Transcriptomic Evidence of a Link between Cell Wall Biogenesis, Pathogenesis, and Vigor in Walnut Root and Trunk Diseases. Int J Mol Sci 2024; 25:931. [PMID: 38256004 PMCID: PMC10815794 DOI: 10.3390/ijms25020931] [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: 11/28/2023] [Revised: 12/29/2023] [Accepted: 01/08/2024] [Indexed: 01/24/2024] Open
Abstract
Crown gall disease (Agrobacterium tumefaciens), crown/root rot disease (Phytophthora spp.), root lesion disease (Pratylenchus vulnus) and tree vigor are key traits affecting the productivity and quality of walnuts in California. Unchallenged hybrid rootstocks were analyzed by RNA-seq to examine pre-formed factors affecting these traits. Enrichment analysis of the differentially expressed genes revealed that the increased expression of cell wall biogenesis-related genes plays a key role in susceptibility to A. tumefaciens, susceptibility to Phytophthora spp. and increased vigor. Analysis of the predicted subcellular loci of the encoded proteins revealed that many gene products associated with vigor and susceptibility were targeted to the plasma membrane and extracellular space, connecting these traits to sustaining barrier function. We observed that RNA processing and splicing, along with predicted nuclear targeting, were associated with resistance to A. tumefaciens, resistance to Phytophthora spp. and low vigor. Four genes within the J. microcarpa QTL region for resistance to A. tumefaciens and Phytophthora spp. were represented among our transcripts, with two of the genes being differentially expressed in association with resistance to A. tumefaciens and decreased vigor. No differential expression related to Phytophthora spp. or P. vulnus resistance was observed in this region. Additionally, the J. microcarpa haplotype expressed more transcripts associated with resistance to A. tumefaciens, Phytophthora spp. and low vigor, but not P. vulnus, than the J. regia haplotype. We also report unique and shared hormone and defense responses associated with each trait. This research suggests a link between cell wall biogenesis, vigor and critical root diseases of walnut.
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Affiliation(s)
- Houston J. Saxe
- Department of Plant Sciences, University of California, Davis, CA 95616, USA; (H.J.S.); (S.L.W.); (C.A.L.); (P.J.B.)
| | - Sriema L. Walawage
- Department of Plant Sciences, University of California, Davis, CA 95616, USA; (H.J.S.); (S.L.W.); (C.A.L.); (P.J.B.)
| | - Bipin Balan
- Department of Plant Sciences, University of California, Davis, CA 95616, USA; (H.J.S.); (S.L.W.); (C.A.L.); (P.J.B.)
| | - Charles A. Leslie
- Department of Plant Sciences, University of California, Davis, CA 95616, USA; (H.J.S.); (S.L.W.); (C.A.L.); (P.J.B.)
| | - Patrick J. Brown
- Department of Plant Sciences, University of California, Davis, CA 95616, USA; (H.J.S.); (S.L.W.); (C.A.L.); (P.J.B.)
| | - Gregory T. Browne
- United States Department of Agriculture’s Agricultural Research Service Crops Pathology and Genetics Research Unit, Department of Plant Pathology, University of California, Davis, CA 95616, USA; (G.T.B.); (D.A.K.)
| | - Daniel A. Kluepfel
- United States Department of Agriculture’s Agricultural Research Service Crops Pathology and Genetics Research Unit, Department of Plant Pathology, University of California, Davis, CA 95616, USA; (G.T.B.); (D.A.K.)
| | - Andreas Westphal
- Department of Nematology, University of California, Riverside, CA 92521, USA;
| | - Abhaya M. Dandekar
- Department of Plant Sciences, University of California, Davis, CA 95616, USA; (H.J.S.); (S.L.W.); (C.A.L.); (P.J.B.)
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Arab MM, Askari H, Aliniaeifard S, Mokhtassi-Bidgoli A, Estaji A, Sadat-Hosseini M, Sohrabi SS, Mesgaran MB, Leslie CA, Brown PJ, Vahdati K. Natural variation in photosynthesis and water use efficiency of locally adapted Persian walnut populations under drought stress and recovery. Plant Physiol Biochem 2023; 201:107859. [PMID: 37406405 DOI: 10.1016/j.plaphy.2023.107859] [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] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/08/2023] [Revised: 06/17/2023] [Accepted: 06/21/2023] [Indexed: 07/07/2023]
Abstract
Persian walnut is a drought-sensitive species with considerable genetic variation in the photosynthesis and water use efficiency of its populations, which is largely unexplored. Here, we aimed to elucidate changes in the efficiency of photosynthesis and water content using a diverse panel of 60 walnut families which were submitted to a progressive drought for 24 days, followed by two weeks of re-watering. Severe water-withholding reduced leaf relative water content (RWC) by 20%, net photosynthetic rate (Pn) by 50%, stomatal conductance (gs) by 60%, intercellular CO2 concentration (Ci) by 30%, and transpiration rate (Tr) by 50%, but improved water use efficiency (WUE) by 25%. Severe water-withholding also inhibited photosystem II functionality as indicated by reduced quantum yield of intersystem electron transport (φEo) and transfer of electrons per reaction center (ET0/RC), also enhanced accumulation of QA (VJ) resulted in the reduction of the photosynthetic performance (PIABS) and maximal quantum yield of PSII (FV/FM); while elevated quantum yield of energy dissipation (φDo), energy fluxes for absorption (ABS/RC) and dissipated energy flux (DI0/RC) in walnut families. Cluster analysis classified families into three main groups (tolerant, moderately tolerant, and sensitive), with the tolerant group from dry climates exhibiting lesser alterations in assessed parameters than the other groups. Multivariate analysis of phenotypic data demonstrated that RWC and biophysical parameters related to the chlorophyll fluorescence such as FV/FM, φEo, φDo, PIABS, ABS/RC, ET0/RC, and DI0/RC represent fast, robust and non-destructive biomarkers for walnut performance under drought stress. Finally, phenotype-environment association analysis showed significant correlation of some photosynthetic traits with geoclimatic factors, suggesting a key role of climate and geography in the adaptation of walnut to its habitat conditions.
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Affiliation(s)
- Mohammad M Arab
- Department of Horticulture, College of Aburaihan, University of Tehran, Tehran, Iran.
| | - Hossein Askari
- Department of Plant Sciences and Biotechnology, Faculty of Life Sciences and Biotechnology, Shahid Beheshti University, Tehran, Iran.
| | - Sasan Aliniaeifard
- Photosynthesis Laboratory, Department of Horticulture, College of Aburaihan, University of Tehran, Tehran, Iran.
| | - Ali Mokhtassi-Bidgoli
- Department of Agronomy, Faculty of Agriculture, Tarbiat Modares University, Tehran, Iran.
| | - Ahmad Estaji
- Department of Horticultural Sciences, Faculty of Agriculture, University of Vali-E-Asr, Rafsanjan, Iran.
| | | | - Seyed Sajad Sohrabi
- Department of Plant Production and Genetic Engineering, Faculty of Agriculture, Lorestan University, Khorramabad, Iran.
| | - Mohsen B Mesgaran
- Department of Plant Sciences, University of California, Davis, CA, 95616, USA.
| | - Charles A Leslie
- Department of Plant Sciences, University of California, Davis, CA, 95616, USA.
| | - Patrick J Brown
- Department of Plant Sciences, University of California, Davis, CA, 95616, USA.
| | - Kourosh Vahdati
- Department of Horticulture, College of Aburaihan, University of Tehran, Tehran, Iran.
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Arab MM, Brown PJ, Abdollahi-Arpanahi R, Sohrabi SS, Askari H, Aliniaeifard S, Mokhtassi-Bidgoli A, Mesgaran MB, Leslie CA, Marrano A, Neale DB, Vahdati K. Genome-wide association analysis and pathway enrichment provide insights into the genetic basis of photosynthetic responses to drought stress in Persian walnut. Hortic Res 2022; 9:uhac124. [PMID: 35928405 PMCID: PMC9343916 DOI: 10.1093/hr/uhac124] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Accepted: 05/17/2022] [Indexed: 05/17/2023]
Abstract
Uncovering the genetic basis of photosynthetic trait variation under drought stress is essential for breeding climate-resilient walnut cultivars. To this end, we examined photosynthetic capacity in a diverse panel of 150 walnut families (1500 seedlings) from various agro-climatic zones in their habitats and grown in a common garden experiment. Photosynthetic traits were measured under well-watered (WW), water-stressed (WS) and recovery (WR) conditions. We performed genome-wide association studies (GWAS) using three genomic datasets: genotyping by sequencing data (∼43 K SNPs) on both mother trees (MGBS) and progeny (PGBS) and the Axiom™ Juglans regia 700 K SNP array data (∼295 K SNPs) on mother trees (MArray). We identified 578 unique genomic regions linked with at least one trait in a specific treatment, 874 predicted genes that fell within 20 kb of a significant or suggestive SNP in at least two of the three GWAS datasets (MArray, MGBS, and PGBS), and 67 genes that fell within 20 kb of a significant SNP in all three GWAS datasets. Functional annotation identified several candidate pathways and genes that play crucial roles in photosynthesis, amino acid and carbohydrate metabolism, and signal transduction. Further network analysis identified 15 hub genes under WW, WS and WR conditions including GAPB, PSAN, CRR1, NTRC, DGD1, CYP38, and PETC which are involved in the photosynthetic responses. These findings shed light on possible strategies for improving walnut productivity under drought stress.
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Affiliation(s)
- Mohammad M Arab
- Department of Horticulture, College of Aburaihan, University of Tehran, Tehran, Iran
| | - Patrick J Brown
- Department of Plant Sciences, University of California, Davis, CA 95616
| | | | - Seyed Sajad Sohrabi
- Department of Plant Production and Genetic Engineering, Faculty of Agriculture, Lorestan University, Khorramabad, Iran
| | - Hossein Askari
- Department of Plant Sciences and Biotechnology, Faculty of Life Sciences and Biotechnology, Shahid Beheshti University, Tehran, Iran
| | - Sasan Aliniaeifard
- Photosynthesis laboratory, Department of Horticulture, College of Aburaihan, University of Tehran, Tehran, Iran
| | - Ali Mokhtassi-Bidgoli
- Department of Agronomy, Faculty of Agriculture, Tarbiat Modares University, Tehran, Iran
| | - Mohsen B Mesgaran
- Department of Plant Sciences, University of California, Davis, CA 95616
| | - Charles A Leslie
- Department of Plant Sciences, University of California, Davis, CA 95616
| | - Annarita Marrano
- Department of Plant Sciences, University of California, Davis, CA 95616
| | - David B Neale
- Department of Plant Sciences, University of California, Davis, CA 95616
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Vahdati K, Sarikhani S, Arab MM, Leslie CA, Dandekar AM, Aletà N, Bielsa B, Gradziel TM, Montesinos Á, Rubio-Cabetas MJ, Sideli GM, Serdar Ü, Akyüz B, Beccaro GL, Donno D, Rovira M, Ferguson L, Akbari M, Sheikhi A, Sestras AF, Kafkas S, Paizila A, Roozban MR, Kaur A, Panta S, Zhang L, Sestras RE, Mehlenbacher SA. Advances in Rootstock Breeding of Nut Trees: Objectives and Strategies. Plants (Basel) 2021; 10:plants10112234. [PMID: 34834597 PMCID: PMC8623031 DOI: 10.3390/plants10112234] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/12/2021] [Revised: 10/06/2021] [Accepted: 10/15/2021] [Indexed: 05/31/2023]
Abstract
The production and consumption of nuts are increasing in the world due to strong economic returns and the nutritional value of their products. With the increasing role and importance given to nuts (i.e., walnuts, hazelnut, pistachio, pecan, almond) in a balanced and healthy diet and their benefits to human health, breeding of the nuts species has also been stepped up. Most recent fruit breeding programs have focused on scion genetic improvement. However, the use of locally adapted grafted rootstocks also enhanced the productivity and quality of tree fruit crops. Grafting is an ancient horticultural practice used in nut crops to manipulate scion phenotype and productivity and overcome biotic and abiotic stresses. There are complex rootstock breeding objectives and physiological and molecular aspects of rootstock-scion interactions in nut crops. In this review, we provide an overview of these, considering the mechanisms involved in nutrient and water uptake, regulation of phytohormones, and rootstock influences on the scion molecular processes, including long-distance gene silencing and trans-grafting. Understanding the mechanisms resulting from rootstock × scion × environmental interactions will contribute to developing new rootstocks with resilience in the face of climate change, but also of the multitude of diseases and pests.
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Affiliation(s)
- Kourosh Vahdati
- Department of Horticulture, College of Aburaihan, University of Tehran, Tehran 3391653755, Iran; (S.S.); (M.M.A.); (M.R.R.)
| | - Saadat Sarikhani
- Department of Horticulture, College of Aburaihan, University of Tehran, Tehran 3391653755, Iran; (S.S.); (M.M.A.); (M.R.R.)
| | - Mohammad Mehdi Arab
- Department of Horticulture, College of Aburaihan, University of Tehran, Tehran 3391653755, Iran; (S.S.); (M.M.A.); (M.R.R.)
| | - Charles A. Leslie
- Department of Plant Sciences, University of California Davis, One Shields, Avenue, Davis, CA 95616, USA; (C.A.L.); (A.M.D.); (T.M.G.); (G.M.S.); (L.F.)
| | - Abhaya M. Dandekar
- Department of Plant Sciences, University of California Davis, One Shields, Avenue, Davis, CA 95616, USA; (C.A.L.); (A.M.D.); (T.M.G.); (G.M.S.); (L.F.)
| | - Neus Aletà
- Institut de Recerca i Tecnologia Agroalimentàries, IRTA Fruit Production, Torre Marimon, 08140 Caldes de Montbui, Spain;
| | - Beatriz Bielsa
- Unidad de Hortofruticultura, Centro de Investigación y Tecnología Agroalimentaria de Aragón, Instituto Agroalimentario de Aragón-IA2 (CITA-Universidad de Zaragoza), Av. Montañana 930, 50059 Zaragoza, Spain; (B.B.); (Á.M.); (M.J.R.-C.)
| | - Thomas M. Gradziel
- Department of Plant Sciences, University of California Davis, One Shields, Avenue, Davis, CA 95616, USA; (C.A.L.); (A.M.D.); (T.M.G.); (G.M.S.); (L.F.)
| | - Álvaro Montesinos
- Unidad de Hortofruticultura, Centro de Investigación y Tecnología Agroalimentaria de Aragón, Instituto Agroalimentario de Aragón-IA2 (CITA-Universidad de Zaragoza), Av. Montañana 930, 50059 Zaragoza, Spain; (B.B.); (Á.M.); (M.J.R.-C.)
| | - María José Rubio-Cabetas
- Unidad de Hortofruticultura, Centro de Investigación y Tecnología Agroalimentaria de Aragón, Instituto Agroalimentario de Aragón-IA2 (CITA-Universidad de Zaragoza), Av. Montañana 930, 50059 Zaragoza, Spain; (B.B.); (Á.M.); (M.J.R.-C.)
- Instituto Agroalimentario de Aragón–IA2 (CITA-Universidad de Zaragoza), 50059 Zaragoza, Spain
| | - Gina M. Sideli
- Department of Plant Sciences, University of California Davis, One Shields, Avenue, Davis, CA 95616, USA; (C.A.L.); (A.M.D.); (T.M.G.); (G.M.S.); (L.F.)
| | - Ümit Serdar
- Department of Horticulture, Faculty of Agriculture, Ondokuz Mayıs University, Samsun 55139, Turkey; (Ü.S.); (B.A.)
| | - Burak Akyüz
- Department of Horticulture, Faculty of Agriculture, Ondokuz Mayıs University, Samsun 55139, Turkey; (Ü.S.); (B.A.)
| | - Gabriele Loris Beccaro
- Department of Agricultural, Forest and Food Sciences, University of Torino, 10124 Torino, Italy; (G.L.B.); (D.D.)
| | - Dario Donno
- Department of Agricultural, Forest and Food Sciences, University of Torino, 10124 Torino, Italy; (G.L.B.); (D.D.)
| | - Mercè Rovira
- Institut de Recerca i Tecnologia Agroalimentàries, IRTA Fruit Production, Mas Bové, Ctra. Reus-El Morell, Km. 3.8, 43120 Constantí, Spain;
| | - Louise Ferguson
- Department of Plant Sciences, University of California Davis, One Shields, Avenue, Davis, CA 95616, USA; (C.A.L.); (A.M.D.); (T.M.G.); (G.M.S.); (L.F.)
| | | | - Abdollatif Sheikhi
- Department of Horticultural Sciences, College of Agriculture, Vali-e-Asr University of Rafsanjan, Rafsanjan 7718897111, Iran;
| | - Adriana F. Sestras
- Faculty of Horticulture, University of Agricultural Sciences and Veterinary Medicine, 400372 Cluj-Napoca, Romania;
| | - Salih Kafkas
- Department of Horticulture, Faculty of Agriculture, Cukurova University, Adana 01380, Turkey; (S.K.); (A.P.)
| | - Aibibula Paizila
- Department of Horticulture, Faculty of Agriculture, Cukurova University, Adana 01380, Turkey; (S.K.); (A.P.)
| | - Mahmoud Reza Roozban
- Department of Horticulture, College of Aburaihan, University of Tehran, Tehran 3391653755, Iran; (S.S.); (M.M.A.); (M.R.R.)
| | - Amandeep Kaur
- Department of Horticulture and Landscape Architecture, Oklahoma State University, Stillwater, OK 74078, USA; (A.K.); (S.P.); (L.Z.)
| | - Srijana Panta
- Department of Horticulture and Landscape Architecture, Oklahoma State University, Stillwater, OK 74078, USA; (A.K.); (S.P.); (L.Z.)
| | - Lu Zhang
- Department of Horticulture and Landscape Architecture, Oklahoma State University, Stillwater, OK 74078, USA; (A.K.); (S.P.); (L.Z.)
| | - Radu E. Sestras
- Faculty of Horticulture, University of Agricultural Sciences and Veterinary Medicine, 400372 Cluj-Napoca, Romania;
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Ramasamy RK, Luo MC, Leslie CA, Velasco D, Ott N, McClean A, Dandekar AM, Aradhya M, Brown PJ, Browne GT, Kluepfel DA, Westphal A, Dvorak J. Co-located quantitative trait loci mediate resistance to Agrobacterium tumefaciens, Phytophthora cinnamomi, and P. pini in Juglans microcarpa × J. regia hybrids. Hortic Res 2021; 8:111. [PMID: 33931626 PMCID: PMC8087670 DOI: 10.1038/s41438-021-00546-7] [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] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 02/16/2021] [Accepted: 03/26/2021] [Indexed: 05/05/2023]
Abstract
Soil-borne plant pathogens represent a serious threat that undermines commercial walnut (Juglans regia) production worldwide. Crown gall, caused by Agrobacterium tumefaciens, and Phytophthora root and crown rots, caused by various Phytophthora spp., are among the most devastating walnut soil-borne diseases. A recognized strategy to combat soil-borne diseases is adoption of resistant rootstocks. Here, resistance to A. tumefaciens, P. cinnamomi, and P. pini is mapped in the genome of Juglans microcarpa, a North American wild relative of cultivated walnut. Half-sib J. microcarpa mother trees DJUG 31.01 and DJUG 31.09 were crossed with J. regia cv. Serr, producing 353 and 400 hybrids, respectively. Clonally propagated hybrids were genotyped by sequencing to construct genetic maps for the two populations and challenged with the three pathogens. Resistance to each of the three pathogens was mapped as a major QTL on the long arm of J. microcarpa chromosome 4D and was associated with the same haplotype, designated as haplotype b, raising the possibility that the two mother trees were heterozygous for a single Mendelian gene conferring resistance to all three pathogens. The deployment of this haplotype in rootstock breeding will facilitate breeding of a walnut rootstock resistant to both crown gall and Phytophthora root and crown rots.
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Affiliation(s)
| | - Ming-Cheng Luo
- Department of Plant Sciences, University of California, Davis, USA
| | - Charles A Leslie
- Department of Plant Sciences, University of California, Davis, USA
| | - Dianne Velasco
- Department of Plant Sciences, University of California, Davis, USA
| | - Natalia Ott
- USDA-ARS Crops Pathology and Genetics Research Unit, Department of Plant Pathology, University of California, Davis, USA
| | - Ali McClean
- USDA-ARS Crops Pathology and Genetics Research Unit, Department of Plant Pathology, University of California, Davis, USA
| | | | - Mallikarjuna Aradhya
- National Clonal Germplasm Repository, USDA-ARS, University of California, Davis, USA
| | - Patrick J Brown
- Department of Plant Sciences, University of California, Davis, USA
| | - Gregory T Browne
- USDA-ARS Crops Pathology and Genetics Research Unit, Department of Plant Pathology, University of California, Davis, USA
| | - Daniel A Kluepfel
- USDA-ARS Crops Pathology and Genetics Research Unit, Department of Plant Pathology, University of California, Davis, USA
| | - Andreas Westphal
- Department of Nematology, University of California, Riverside, USA
| | - Jan Dvorak
- Department of Plant Sciences, University of California, Davis, USA.
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Mahmoodi R, Dadpour MR, Hassani D, Zeinalabedini M, Vendramin E, Leslie CA. Composite core set construction and diversity analysis of Iranian walnut germplasm using molecular markers and phenotypic traits. PLoS One 2021; 16:e0248623. [PMID: 33725012 PMCID: PMC7963058 DOI: 10.1371/journal.pone.0248623] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [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: 07/16/2020] [Accepted: 03/02/2021] [Indexed: 11/29/2022] Open
Abstract
Iran is a center of origin and diversity for walnuts (Juglans regia L.) with very good potential for breeding purposes. The rich germplasm available, creates an opportunity for study and selection of the diverse walnut genotypes. In this study, the population structure of 104 Persian walnut accessions was assessed using AFLP markers in combination with phenotypic variability of 17 and 18 qualitative and quantitative traits respetively. The primers E-TG/M-CAG, with high values of number of polymorphic bands, polymorphic information content, marker index and Shannon’s diversity index, were the most effective in detecting genetic variation within the walnut germplasm. Multivariate analysis of variance indicated 93.98% of the genetic variability was between individuals, while 6.32% of variation was among populations. A relatively new technique, an advanced maximization strategy with a heuristic approach, was deployed to develop the core collection. Initially, three independent core collections (CC1–CC3) were created using phenotypic data and molecular markers. The three core collections (CC1–CC3) were then merged to generate a composite core collection (CC4). The mean difference percentage, variance difference percentage, variable rate of coefficient of variance percentage, coincidence rate of range percentage, Shannon’s diversity index, and Nei’s gene diversity were employed for comparative analysis. The CC4 with 46 accessions represented the complete range of phenotypic and genetic variability. This study is the first report describing development of a core collection in walnut using molecular marker data in combination with phenotypic values. The construction of core collection could facilitate the work for identification of genetic determinants of trait variability and aid effective utilization of diversity caused by outcrossing, in walnut breeding programs.
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Affiliation(s)
- Razieh Mahmoodi
- Department of Horticulture Sciences, Faculty of Agriculture, University of Tabriz, Tabriz, Iran
- Temperate Fruits Research Center, Horticultural Science Research Institute, Agricultural Research, Education and Extension Organization (AREEO), Karaj, Iran
| | - Mohammad Reza Dadpour
- Department of Horticulture Sciences, Faculty of Agriculture, University of Tabriz, Tabriz, Iran
- * E-mail: (DH); (MRD)
| | - Darab Hassani
- Temperate Fruits Research Center, Horticultural Science Research Institute, Agricultural Research, Education and Extension Organization (AREEO), Karaj, Iran
- * E-mail: (DH); (MRD)
| | - Mehrshad Zeinalabedini
- Systems Biology Department, Agricultural Biotechnology Research Institute of Iran, Agricultural Research, Education and Extension Organization (AREEO), Karaj, Iran
| | - Elisa Vendramin
- Centro di Ricerca per l’Olivicoltura, Frutticoltura e Agrumicoltura, Consiglio per la Ricerca in Agricoltura e l’Analisi dell’Economia Agraria, Roma, Italy
| | - Charles A. Leslie
- Department of Plant Sciences, University of California, Davis, CA, United States of America
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Marrano A, Britton M, Zaini PA, Zimin AV, Workman RE, Puiu D, Bianco L, Pierro EAD, Allen BJ, Chakraborty S, Troggio M, Leslie CA, Timp W, Dandekar A, Salzberg SL, Neale DB. High-quality chromosome-scale assembly of the walnut (Juglans regia L.) reference genome. Gigascience 2020; 9:giaa050. [PMID: 32432329 PMCID: PMC7238675 DOI: 10.1093/gigascience/giaa050] [Citation(s) in RCA: 59] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2019] [Revised: 03/13/2020] [Accepted: 04/20/2020] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND The release of the first reference genome of walnut (Juglans regia L.) enabled many achievements in the characterization of walnut genetic and functional variation. However, it is highly fragmented, preventing the integration of genetic, transcriptomic, and proteomic information to fully elucidate walnut biological processes. FINDINGS Here, we report the new chromosome-scale assembly of the walnut reference genome (Chandler v2.0) obtained by combining Oxford Nanopore long-read sequencing with chromosome conformation capture (Hi-C) technology. Relative to the previous reference genome, the new assembly features an 84.4-fold increase in N50 size, with the 16 chromosomal pseudomolecules assembled and representing 95% of its total length. Using full-length transcripts from single-molecule real-time sequencing, we predicted 37,554 gene models, with a mean gene length higher than the previous gene annotations. Most of the new protein-coding genes (90%) present both start and stop codons, which represents a significant improvement compared with Chandler v1.0 (only 48%). We then tested the potential impact of the new chromosome-level genome on different areas of walnut research. By studying the proteome changes occurring during male flower development, we observed that the virtual proteome obtained from Chandler v2.0 presents fewer artifacts than the previous reference genome, enabling the identification of a new potential pollen allergen in walnut. Also, the new chromosome-scale genome facilitates in-depth studies of intraspecies genetic diversity by revealing previously undetected autozygous regions in Chandler, likely resulting from inbreeding, and 195 genomic regions highly differentiated between Western and Eastern walnut cultivars. CONCLUSION Overall, Chandler v2.0 will serve as a valuable resource to better understand and explore walnut biology.
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Affiliation(s)
- Annarita Marrano
- Department of Plant Sciences, University of California, Davis, One Shields Avenue, Davis, CA 95616, USA
| | - Monica Britton
- Bioinformatics Core Facility, Genome Center, University of California, One Shields Avenue, Davis, CA 95616, USA
| | - Paulo A Zaini
- Department of Plant Sciences, University of California, Davis, One Shields Avenue, Davis, CA 95616, USA
| | - Aleksey V Zimin
- Department of Biomedical Engineering, Johns Hopkins University, 720 Rutland Avenue, Baltimore, MD 21205, USA
- Center for Computational Biology, Whiting School of Engineering, Johns Hopkins University, 3100 Wyman Park Dr., Baltimore, MD 21211, USA
| | - Rachael E Workman
- Department of Biomedical Engineering, Johns Hopkins University, 720 Rutland Avenue, Baltimore, MD 21205, USA
| | - Daniela Puiu
- Center for Computational Biology, Whiting School of Engineering, Johns Hopkins University, 3100 Wyman Park Dr., Baltimore, MD 21211, USA
| | - Luca Bianco
- Research and Innovation Center, Fondazione Edmund Mach, Via E. Mach, 1 38010 S. Michele all'Adige (TN) 38010, Italy
| | - Erica Adele Di Pierro
- Research and Innovation Center, Fondazione Edmund Mach, Via E. Mach, 1 38010 S. Michele all'Adige (TN) 38010, Italy
| | - Brian J Allen
- Department of Plant Sciences, University of California, Davis, One Shields Avenue, Davis, CA 95616, USA
| | - Sandeep Chakraborty
- Department of Plant Sciences, University of California, Davis, One Shields Avenue, Davis, CA 95616, USA
| | - Michela Troggio
- Research and Innovation Center, Fondazione Edmund Mach, Via E. Mach, 1 38010 S. Michele all'Adige (TN) 38010, Italy
| | - Charles A Leslie
- Department of Plant Sciences, University of California, Davis, One Shields Avenue, Davis, CA 95616, USA
| | - Winston Timp
- Department of Biomedical Engineering, Johns Hopkins University, 720 Rutland Avenue, Baltimore, MD 21205, USA
- Center for Computational Biology, Whiting School of Engineering, Johns Hopkins University, 3100 Wyman Park Dr., Baltimore, MD 21211, USA
| | - Abhaya Dandekar
- Department of Plant Sciences, University of California, Davis, One Shields Avenue, Davis, CA 95616, USA
| | - Steven L Salzberg
- Department of Biomedical Engineering, Johns Hopkins University, 720 Rutland Avenue, Baltimore, MD 21205, USA
- Center for Computational Biology, Whiting School of Engineering, Johns Hopkins University, 3100 Wyman Park Dr., Baltimore, MD 21211, USA
- Departments of Computer Science and Biostatistics, Johns Hopkins University, 3400 North Charles Street Baltimore, MD 21218, USA
| | - David B Neale
- Department of Plant Sciences, University of California, Davis, One Shields Avenue, Davis, CA 95616, USA
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Marrano A, Britton M, Zaini PA, Zimin AV, Workman RE, Puiu D, Bianco L, Pierro EAD, Allen BJ, Chakraborty S, Troggio M, Leslie CA, Timp W, Dandekar A, Salzberg SL, Neale DB. High-quality chromosome-scale assembly of the walnut (Juglans regia L.) reference genome. Gigascience 2020. [PMID: 32432329 DOI: 10.1101/80979] [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] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/17/2023] Open
Abstract
BACKGROUND The release of the first reference genome of walnut (Juglans regia L.) enabled many achievements in the characterization of walnut genetic and functional variation. However, it is highly fragmented, preventing the integration of genetic, transcriptomic, and proteomic information to fully elucidate walnut biological processes. FINDINGS Here, we report the new chromosome-scale assembly of the walnut reference genome (Chandler v2.0) obtained by combining Oxford Nanopore long-read sequencing with chromosome conformation capture (Hi-C) technology. Relative to the previous reference genome, the new assembly features an 84.4-fold increase in N50 size, with the 16 chromosomal pseudomolecules assembled and representing 95% of its total length. Using full-length transcripts from single-molecule real-time sequencing, we predicted 37,554 gene models, with a mean gene length higher than the previous gene annotations. Most of the new protein-coding genes (90%) present both start and stop codons, which represents a significant improvement compared with Chandler v1.0 (only 48%). We then tested the potential impact of the new chromosome-level genome on different areas of walnut research. By studying the proteome changes occurring during male flower development, we observed that the virtual proteome obtained from Chandler v2.0 presents fewer artifacts than the previous reference genome, enabling the identification of a new potential pollen allergen in walnut. Also, the new chromosome-scale genome facilitates in-depth studies of intraspecies genetic diversity by revealing previously undetected autozygous regions in Chandler, likely resulting from inbreeding, and 195 genomic regions highly differentiated between Western and Eastern walnut cultivars. CONCLUSION Overall, Chandler v2.0 will serve as a valuable resource to better understand and explore walnut biology.
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Affiliation(s)
- Annarita Marrano
- Department of Plant Sciences, University of California, Davis, One Shields Avenue, Davis, CA 95616, USA
| | - Monica Britton
- Bioinformatics Core Facility, Genome Center, University of California, One Shields Avenue, Davis, CA 95616, USA
| | - Paulo A Zaini
- Department of Plant Sciences, University of California, Davis, One Shields Avenue, Davis, CA 95616, USA
| | - Aleksey V Zimin
- Department of Biomedical Engineering, Johns Hopkins University, 720 Rutland Avenue, Baltimore, MD 21205, USA
- Center for Computational Biology, Whiting School of Engineering, Johns Hopkins University, 3100 Wyman Park Dr., Baltimore, MD 21211, USA
| | - Rachael E Workman
- Department of Biomedical Engineering, Johns Hopkins University, 720 Rutland Avenue, Baltimore, MD 21205, USA
| | - Daniela Puiu
- Center for Computational Biology, Whiting School of Engineering, Johns Hopkins University, 3100 Wyman Park Dr., Baltimore, MD 21211, USA
| | - Luca Bianco
- Research and Innovation Center, Fondazione Edmund Mach, Via E. Mach, 1 38010 S. Michele all'Adige (TN) 38010, Italy
| | - Erica Adele Di Pierro
- Research and Innovation Center, Fondazione Edmund Mach, Via E. Mach, 1 38010 S. Michele all'Adige (TN) 38010, Italy
| | - Brian J Allen
- Department of Plant Sciences, University of California, Davis, One Shields Avenue, Davis, CA 95616, USA
| | - Sandeep Chakraborty
- Department of Plant Sciences, University of California, Davis, One Shields Avenue, Davis, CA 95616, USA
| | - Michela Troggio
- Research and Innovation Center, Fondazione Edmund Mach, Via E. Mach, 1 38010 S. Michele all'Adige (TN) 38010, Italy
| | - Charles A Leslie
- Department of Plant Sciences, University of California, Davis, One Shields Avenue, Davis, CA 95616, USA
| | - Winston Timp
- Department of Biomedical Engineering, Johns Hopkins University, 720 Rutland Avenue, Baltimore, MD 21205, USA
- Center for Computational Biology, Whiting School of Engineering, Johns Hopkins University, 3100 Wyman Park Dr., Baltimore, MD 21211, USA
| | - Abhaya Dandekar
- Department of Plant Sciences, University of California, Davis, One Shields Avenue, Davis, CA 95616, USA
| | - Steven L Salzberg
- Department of Biomedical Engineering, Johns Hopkins University, 720 Rutland Avenue, Baltimore, MD 21205, USA
- Center for Computational Biology, Whiting School of Engineering, Johns Hopkins University, 3100 Wyman Park Dr., Baltimore, MD 21211, USA
- Departments of Computer Science and Biostatistics, Johns Hopkins University, 3400 North Charles Street Baltimore, MD 21218, USA
| | - David B Neale
- Department of Plant Sciences, University of California, Davis, One Shields Avenue, Davis, CA 95616, USA
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9
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Sideli GM, Marrano A, Montanari S, Leslie CA, Allen BJ, Cheng H, Brown PJ, Neale DB. Quantitative phenotyping of shell suture strength in walnut (Juglans regia L.) enhances precision for detection of QTL and genome-wide association mapping. PLoS One 2020; 15:e0231144. [PMID: 32271818 PMCID: PMC7144996 DOI: 10.1371/journal.pone.0231144] [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] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2019] [Accepted: 03/17/2020] [Indexed: 12/20/2022] Open
Abstract
Walnut shell suture strength directly impacts the ability to maintain shell integrity during harvest and processing, susceptibility to insect damage and other contamination, and the proportion of kernel halves recovered during cracking. Suture strength is therefore an important breeding objective. Here, two methods of phenotyping this trait were investigated: 1) traditional, qualitative and rather subjective scoring on an interval scale by human observers, and; 2) quantitative and continuous measurements captured by a texturometer. The aim of this work was to increase the accuracy of suture strength phenotyping and to then apply two mapping approaches, quantitative trait loci (QTL) mapping and genome wide association (GWAS) models, in order to dissect the genetic basis of the walnut suture trait. Using data collected on trees within the UC Davis Walnut Improvement Program (n = 464), the genetic correlation between the texturometer method and qualitatively scored method was high (0.826). Narrow sense heritability calculated using quantitative measurements was 0.82. A major QTL for suture strength was detected on LG05, explaining 34% of the phenotypic variation; additionally, two minor QTLs were identified on LG01 and LG11. All three QTLs were confirmed with GWAS on corresponding chromosomes. The findings reported in this study are relevant for application towards a molecular breeding program in walnut.
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Affiliation(s)
- Gina M. Sideli
- Department of Plant Sciences, University of California, Davis, CA, United States of America
| | - Annarita Marrano
- Department of Plant Sciences, University of California, Davis, CA, United States of America
| | - Sara Montanari
- Plant and Food Research, Motueka Research Center, Motueka, New Zealand
| | - Charles A. Leslie
- Department of Plant Sciences, University of California, Davis, CA, United States of America
| | - Brian J. Allen
- Department of Plant Sciences, University of California, Davis, CA, United States of America
| | - Hao Cheng
- Department of Animal Sciences, University of California, Davis, CA, United States of America
| | - Patrick J. Brown
- Department of Plant Sciences, University of California, Davis, CA, United States of America
| | - David B. Neale
- Department of Plant Sciences, University of California, Davis, CA, United States of America
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10
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Bernard A, Marrano A, Donkpegan A, Brown PJ, Leslie CA, Neale DB, Lheureux F, Dirlewanger E. Association and linkage mapping to unravel genetic architecture of phenological traits and lateral bearing in Persian walnut (Juglans regia L.). BMC Genomics 2020; 21:203. [PMID: 32131731 PMCID: PMC7057608 DOI: 10.1186/s12864-020-6616-y] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2019] [Accepted: 02/24/2020] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Unravelling the genetic architecture of agronomic traits in walnut such as budbreak date and bearing habit, is crucial for climate change adaptation and yield improvement. A Genome-Wide Association Study (GWAS) using multi-locus models was conducted in a panel of 170 walnut accessions genotyped using the Axiom™ J. regia 700 K SNP array, with phenological data from 2018, 2019 and legacy data. These accessions come from the INRAE walnut germplasm collection which is the result of important prospecting work performed in many countries around the world. In parallel, an F1 progeny of 78 individuals segregating for phenology-related traits, was genotyped with the same array and phenotyped for the same traits, to construct linkage maps and perform Quantitative Trait Loci (QTLs) detection. RESULTS Using GWAS, we found strong associations of SNPs located at the beginning of chromosome 1 with both budbreak and female flowering dates. These findings were supported by QTLs detected in the same genomic region. Highly significant associated SNPs were also detected using GWAS for heterodichogamy and lateral bearing habit, both on chromosome 11. We developed a Kompetitive Allele Specific PCR (KASP) marker for budbreak date in walnut, and validated it using plant material from the Walnut Improvement Program of the University of California, Davis, demonstrating its effectiveness for marker-assisted selection in Persian walnut. We found several candidate genes involved in flowering events in walnut, including a gene related to heterodichogamy encoding a sugar catabolism enzyme and a cell division related gene linked to female flowering date. CONCLUSIONS This study enhances knowledge of the genetic architecture of important agronomic traits related to male and female flowering processes and lateral bearing in walnut. The new marker available for budbreak date, one of the most important traits for good fruiting, will facilitate the selection and development of new walnut cultivars suitable for specific climates.
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Affiliation(s)
- Anthony Bernard
- INRAE, Univ. Bordeaux, UMR BFP, F-33882, Villenave d'Ornon, France
- CTIFL, centre opérationnel de Lanxade, 24130, Prigonrieux, France
| | - Annarita Marrano
- Department of Plant Sciences, University of California, Davis, CA, 95616, USA
| | - Armel Donkpegan
- INRAE, Univ. Bordeaux, UMR BFP, F-33882, Villenave d'Ornon, France
| | - Patrick J Brown
- Department of Plant Sciences, University of California, Davis, CA, 95616, USA
| | - Charles A Leslie
- Department of Plant Sciences, University of California, Davis, CA, 95616, USA
| | - David B Neale
- Department of Plant Sciences, University of California, Davis, CA, 95616, USA
| | - Fabrice Lheureux
- CTIFL, centre opérationnel de Lanxade, 24130, Prigonrieux, France
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11
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Jiang S, Balan B, Assis RDAB, Sagawa CHD, Wan X, Han S, Wang L, Zhang L, Zaini PA, Walawage SL, Jacobson A, Lee SH, Moreira LM, Leslie CA, Dandekar AM. Genome-Wide Profiling and Phylogenetic Analysis of the SWEET Sugar Transporter Gene Family in Walnut and Their Lack of Responsiveness to Xanthomonas arboricola pv. juglandis Infection. Int J Mol Sci 2020; 21:ijms21041251. [PMID: 32070009 PMCID: PMC7072939 DOI: 10.3390/ijms21041251] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2020] [Revised: 02/10/2020] [Accepted: 02/10/2020] [Indexed: 12/12/2022] Open
Abstract
Following photosynthesis, sucrose is translocated to sink organs, where it provides the primary source of carbon and energy to sustain plant growth and development. Sugar transporters from the SWEET (sugar will eventually be exported transporter) family are rate-limiting factors that mediate sucrose transport across concentration gradients, sustain yields, and participate in reproductive development, plant senescence, stress responses, as well as support plant-pathogen interaction, the focus of this study. We identified 25 SWEET genes in the walnut genome and distinguished each by its individual gene structure and pattern of expression in different walnut tissues. Their chromosomal locations, cis-acting motifs within their 5' regulatory elements, and phylogenetic relationship patterns provided the first comprehensive analysis of the SWEET gene family of sugar transporters in walnut. This family is divided into four clades, the analysis of which suggests duplication and expansion of the SWEET gene family in Juglans regia. In addition, tissue-specific gene expression signatures suggest diverse possible functions for JrSWEET genes. Although these are commonly used by pathogens to harness sugar products from their plant hosts, little was known about their role during Xanthomonas arboricola pv. juglandis (Xaj) infection. We monitored the expression profiles of the JrSWEET genes in different tissues of "Chandler" walnuts when challenged with pathogen Xaj417 and concluded that SWEET-mediated sugar translocation from the host is not a trigger for walnut blight disease development. This may be directly related to the absence of type III secretion system-dependent transcription activator-like effectors (TALEs) in Xaj417, which suggests different strategies are employed by this pathogen to promote susceptibility to this major aboveground disease of walnuts.
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Affiliation(s)
- Shijiao Jiang
- Department of Plant Sciences, University of California, Davis, CA 95616, USA; (S.J.); (B.B.); (R.d.A.B.A.); (C.H.D.S.); (L.W.); (L.Z.); (P.A.Z.); (S.L.W.); (A.J.); (S.H.L.); (C.A.L.)
- College of Life Sciences, China West Normal University, Nanchong 637000, China
| | - Bipin Balan
- Department of Plant Sciences, University of California, Davis, CA 95616, USA; (S.J.); (B.B.); (R.d.A.B.A.); (C.H.D.S.); (L.W.); (L.Z.); (P.A.Z.); (S.L.W.); (A.J.); (S.H.L.); (C.A.L.)
- Dipartimento di Scienze Agrarie Alimentari Forestali, Università di Palermo, Viale delle Scienze Ed. 4, 90128 Palermo, Italy
| | - Renata de A. B. Assis
- Department of Plant Sciences, University of California, Davis, CA 95616, USA; (S.J.); (B.B.); (R.d.A.B.A.); (C.H.D.S.); (L.W.); (L.Z.); (P.A.Z.); (S.L.W.); (A.J.); (S.H.L.); (C.A.L.)
- Departamento de Ciências Biológicas, Instituto de Ciências Exatas e Biológicas, Núcleo de Pesquisas em Ciências Biológicas, Universidade Federal de Ouro Preto, Ouro Preto 35400-000, Brazil;
| | - Cintia H. D. Sagawa
- Department of Plant Sciences, University of California, Davis, CA 95616, USA; (S.J.); (B.B.); (R.d.A.B.A.); (C.H.D.S.); (L.W.); (L.Z.); (P.A.Z.); (S.L.W.); (A.J.); (S.H.L.); (C.A.L.)
| | - Xueqin Wan
- Department of Forestry, Sichuan Agricultural University, Chengdu 611130, China; (X.W.); (S.H.)
| | - Shan Han
- Department of Forestry, Sichuan Agricultural University, Chengdu 611130, China; (X.W.); (S.H.)
| | - Le Wang
- Department of Plant Sciences, University of California, Davis, CA 95616, USA; (S.J.); (B.B.); (R.d.A.B.A.); (C.H.D.S.); (L.W.); (L.Z.); (P.A.Z.); (S.L.W.); (A.J.); (S.H.L.); (C.A.L.)
| | - Lanlan Zhang
- Department of Plant Sciences, University of California, Davis, CA 95616, USA; (S.J.); (B.B.); (R.d.A.B.A.); (C.H.D.S.); (L.W.); (L.Z.); (P.A.Z.); (S.L.W.); (A.J.); (S.H.L.); (C.A.L.)
- Department of Horticulture, College of Agriculture and Food Science, Zhejiang A&F University, Lin’an, Hangzhou 311300, China
| | - Paulo A. Zaini
- Department of Plant Sciences, University of California, Davis, CA 95616, USA; (S.J.); (B.B.); (R.d.A.B.A.); (C.H.D.S.); (L.W.); (L.Z.); (P.A.Z.); (S.L.W.); (A.J.); (S.H.L.); (C.A.L.)
| | - Sriema L. Walawage
- Department of Plant Sciences, University of California, Davis, CA 95616, USA; (S.J.); (B.B.); (R.d.A.B.A.); (C.H.D.S.); (L.W.); (L.Z.); (P.A.Z.); (S.L.W.); (A.J.); (S.H.L.); (C.A.L.)
| | - Aaron Jacobson
- Department of Plant Sciences, University of California, Davis, CA 95616, USA; (S.J.); (B.B.); (R.d.A.B.A.); (C.H.D.S.); (L.W.); (L.Z.); (P.A.Z.); (S.L.W.); (A.J.); (S.H.L.); (C.A.L.)
| | - Steven H. Lee
- Department of Plant Sciences, University of California, Davis, CA 95616, USA; (S.J.); (B.B.); (R.d.A.B.A.); (C.H.D.S.); (L.W.); (L.Z.); (P.A.Z.); (S.L.W.); (A.J.); (S.H.L.); (C.A.L.)
| | - Leandro M. Moreira
- Departamento de Ciências Biológicas, Instituto de Ciências Exatas e Biológicas, Núcleo de Pesquisas em Ciências Biológicas, Universidade Federal de Ouro Preto, Ouro Preto 35400-000, Brazil;
| | - Charles A. Leslie
- Department of Plant Sciences, University of California, Davis, CA 95616, USA; (S.J.); (B.B.); (R.d.A.B.A.); (C.H.D.S.); (L.W.); (L.Z.); (P.A.Z.); (S.L.W.); (A.J.); (S.H.L.); (C.A.L.)
| | - Abhaya M. Dandekar
- Department of Plant Sciences, University of California, Davis, CA 95616, USA; (S.J.); (B.B.); (R.d.A.B.A.); (C.H.D.S.); (L.W.); (L.Z.); (P.A.Z.); (S.L.W.); (A.J.); (S.H.L.); (C.A.L.)
- Correspondence:
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12
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Arab MM, Marrano A, Abdollahi-Arpanahi R, Leslie CA, Cheng H, Neale DB, Vahdati K. Combining phenotype, genotype, and environment to uncover genetic components underlying water use efficiency in Persian walnut. J Exp Bot 2020; 71:1107-1127. [PMID: 31639822 DOI: 10.1093/jxb/erz467] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [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: 07/19/2019] [Accepted: 10/08/2019] [Indexed: 06/10/2023]
Abstract
Walnut production is challenged by climate change and abiotic stresses. Elucidating the genomic basis of adaptation to climate is essential to breeding drought-tolerant cultivars for enhanced productivity in arid and semi-arid regions. Here, we aimed to identify loci potentially involved in water use efficiency (WUE) and adaptation to drought in Persian walnut using a diverse panel of 95 walnut families (950 seedlings) from Iran, which show contrasting levels of water availability in their native habitats. We analyzed associations between phenotypic, genotypic, and environmental variables from data sets of 609 000 high-quality single nucleotide polymorphisms (SNPs), three categories of phenotypic traits [WUE-related traits under drought, their drought stress index, and principal components (PCs)], and 21 climate variables and their combination (first three PCs). Our genotype-phenotype analysis identified 22 significant and 266 suggestive associations, some of which were for multiple traits, suggesting their correlation and a possible common genetic control. Also, genotype-environment association analysis found 115 significant and 265 suggestive SNP loci that displayed potential signals of local adaptation. Several sets of stress-responsive genes were found in the genomic regions significantly associated with the aforementioned traits. Most of the candidate genes identified are involved in abscisic acid signaling, stomatal regulation, transduction of environmental signals, antioxidant defense system, osmotic adjustment, and leaf growth and development. Upon validation, the marker-trait associations identified for drought tolerance-related traits would allow the selection and development of new walnut rootstocks or scion cultivars with superior WUE.
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Affiliation(s)
- Mohammad M Arab
- Department of Horticulture, College of Aburaihan, University of Tehran, Tehran, Iran
| | - Annarita Marrano
- Department of Plant Sciences, University of California, Davis, CA 95616, USA
| | | | - Charles A Leslie
- Department of Plant Sciences, University of California, Davis, CA 95616, USA
| | - Hao Cheng
- Department of Animal Science, University of California, Davis, CA, USA
| | - David B Neale
- Department of Plant Sciences, University of California, Davis, CA 95616, USA
| | - Kourosh Vahdati
- Department of Horticulture, College of Aburaihan, University of Tehran, Tehran, Iran
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13
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Walawage SL, Zaini PA, Mubarik MS, Martinelli F, Balan B, Caruso T, Leslie CA, Dandekar AM. Deploying Genome Editing Tools for Dissecting the Biology of Nut Trees. Front Sustain Food Syst 2019. [DOI: 10.3389/fsufs.2019.00100] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
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14
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Marrano A, Martínez‐García PJ, Bianco L, Sideli GM, Di Pierro EA, Leslie CA, Stevens KA, Crepeau MW, Troggio M, Langley CH, Neale DB. A new genomic tool for walnut (Juglans regia L.): development and validation of the high-density Axiom™ J. regia 700K SNP genotyping array. Plant Biotechnol J 2019; 17:1027-1036. [PMID: 30515952 PMCID: PMC6523593 DOI: 10.1111/pbi.13034] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [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: 07/30/2018] [Revised: 10/22/2018] [Accepted: 10/28/2018] [Indexed: 05/02/2023]
Abstract
Over the last 20 years, global production of Persian walnut (Juglans regia L.) has grown enormously, likely reflecting increased consumption due to its numerous benefits to human health. However, advances in genome-wide association (GWA) studies and genomic selection (GS) for agronomically important traits in walnut remain limited due to the lack of powerful genomic tools. Here, we present the development and validation of a high-density 700K single nucleotide polymorphism (SNP) array in Persian walnut. Over 609K high-quality SNPs have been thoroughly selected from a set of 9.6 m genome-wide variants, previously identified from the high-depth re-sequencing of 27 founders of the Walnut Improvement Program (WIP) of University of California, Davis. To validate the effectiveness of the array, we genotyped a collection of 1284 walnut trees, including 1167 progeny of 48 WIP families and 26 walnut cultivars. More than half of the SNPs (55.7%) fell in the highest quality class of 'Poly High Resolution' (PHR) polymorphisms, which were used to assess the WIP pedigree integrity. We identified 151 new parent-offspring relationships, all confirmed with the Mendelian inheritance test. In addition, we explored the genetic variability among cultivars of different origin, revealing how the varieties from Europe and California were differentiated from Asian accessions. Both the reconstruction of the WIP pedigree and population structure analysis confirmed the effectiveness of the Applied Biosystems™ Axiom™ J. regia 700K SNP array, which initiates a novel genomic and advanced phase in walnut genetics and breeding.
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Affiliation(s)
| | | | - Luca Bianco
- Research and Innovation CentreFondazione Edmund MachSan Michele all'AdigeTNItaly
| | - Gina M. Sideli
- Department of Plant SciencesUniversity of CaliforniaDavisCAUSA
| | - Erica A. Di Pierro
- Research and Innovation CentreFondazione Edmund MachSan Michele all'AdigeTNItaly
| | | | | | - Marc W. Crepeau
- Department of Evolution and EcologyUniversity of CaliforniaDavisCAUSA
| | - Michela Troggio
- Research and Innovation CentreFondazione Edmund MachSan Michele all'AdigeTNItaly
| | | | - David B. Neale
- Department of Plant SciencesUniversity of CaliforniaDavisCAUSA
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15
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Huang Y, Xiao L, Zhang Z, Zhang R, Wang Z, Huang C, Huang R, Luan Y, Fan T, Wang J, Shen C, Zhang S, Wang X, Randall J, Zheng B, Wu J, Zhang Q, Xia G, Xu C, Chen M, Zhang L, Jiang W, Gao L, Chen Z, Leslie CA, Grauke LJ, Huang J. The genomes of pecan and Chinese hickory provide insights into Carya evolution and nut nutrition. Gigascience 2019; 8:giz036. [PMID: 31049561 PMCID: PMC6497033 DOI: 10.1093/gigascience/giz036] [Citation(s) in RCA: 59] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2018] [Revised: 10/15/2018] [Accepted: 03/19/2019] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND Pecan (Carya illinoinensis) and Chinese hickory (C. cathayensis) are important commercially cultivated nut trees in the genus Carya (Juglandaceae), with high nutritional value and substantial health benefits. RESULTS We obtained >187.22 and 178.87 gigabases of sequence, and ∼288× and 248× genome coverage, to a pecan cultivar ("Pawnee") and a domesticated Chinese hickory landrace (ZAFU-1), respectively. The total assembly size is 651.31 megabases (Mb) for pecan and 706.43 Mb for Chinese hickory. Two genome duplication events before the divergence from walnut were found in these species. Gene family analysis highlighted key genes in biotic and abiotic tolerance, oil, polyphenols, essential amino acids, and B vitamins. Further analyses of reduced-coverage genome sequences of 16 Carya and 2 Juglans species provide additional phylogenetic perspective on crop wild relatives. CONCLUSIONS Cooperative characterization of these valuable resources provides a window to their evolutionary development and a valuable foundation for future crop improvement.
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Affiliation(s)
- Youjun Huang
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, No. 666 Wusu St., Lin'an District, Hangzhou 311300, China
| | - Lihong Xiao
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, No. 666 Wusu St., Lin'an District, Hangzhou 311300, China
| | - Zhongren Zhang
- Novogene Bioinformatics Institute, No. 38 Xueqing Rd., Haidian District, Beijing 100083, China
| | - Rui Zhang
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, No. 666 Wusu St., Lin'an District, Hangzhou 311300, China
| | - Zhengjia Wang
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, No. 666 Wusu St., Lin'an District, Hangzhou 311300, China
| | - Chunying Huang
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, No. 666 Wusu St., Lin'an District, Hangzhou 311300, China
| | - Ren Huang
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, No. 666 Wusu St., Lin'an District, Hangzhou 311300, China
| | - Yumeng Luan
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, No. 666 Wusu St., Lin'an District, Hangzhou 311300, China
| | - Tongqiang Fan
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, No. 666 Wusu St., Lin'an District, Hangzhou 311300, China
| | - Jianhua Wang
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, No. 666 Wusu St., Lin'an District, Hangzhou 311300, China
| | - Chen Shen
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, No. 666 Wusu St., Lin'an District, Hangzhou 311300, China
| | - Shenmei Zhang
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, No. 666 Wusu St., Lin'an District, Hangzhou 311300, China
| | - Xinwang Wang
- Pecan Breeding and Genetics, Agricultural Research Service, United States Department of Agriculture, 10200 FM 50, Somerville, TX 77979, USA
| | - Jennifer Randall
- College of Agricultural, Consumer, and Environmental Sciences, New Mexico State University, 3BE Skeen Hall, Las Cruces, NM 88003, USA
| | - Bingsong Zheng
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, No. 666 Wusu St., Lin'an District, Hangzhou 311300, China
| | - Jiasheng Wu
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, No. 666 Wusu St., Lin'an District, Hangzhou 311300, China
| | - Qixiang Zhang
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, No. 666 Wusu St., Lin'an District, Hangzhou 311300, China
| | - Guohua Xia
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, No. 666 Wusu St., Lin'an District, Hangzhou 311300, China
| | - Chuanmei Xu
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, No. 666 Wusu St., Lin'an District, Hangzhou 311300, China
| | - Ming Chen
- School of Life Science, Zhejiang University, No. 866 Yuhangtang Rd., Hangzhou 310058, China
| | - Liangsheng Zhang
- Haixia Institute of Science and Technology, Fujian Agriculture and Forestry University, No. 15 Shangxiadian Rd., Cangshan District, Fuzhou 350002, China
| | - Wenkai Jiang
- Novogene Bioinformatics Institute, No. 38 Xueqing Rd., Haidian District, Beijing 100083, China
| | - Lizhi Gao
- Plant Germplasm and Genomics Center, Germplasm Bank of Wild Species in Southwestern China, Kunming Institute of Botany, Chinese Academy of Sciences, No. 132 Lanhei Rd., Kunming 650201, China
| | - Zhiduan Chen
- State Key Laboratory of Systematic and Evolutionary Botany, Institute of Botany, Chinese Academy of Science, No. 20 Nanxincun, Xiangshan Rd., Beijing 100093, China
| | - Charles A Leslie
- Department of Plant Sciences, University of California, One Shields Avenue, Davis, CA 95616, USA
| | - L J Grauke
- Pecan Breeding and Genetics, Agricultural Research Service, United States Department of Agriculture, 10200 FM 50, Somerville, TX 77979, USA
| | - Jianqin Huang
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, No. 666 Wusu St., Lin'an District, Hangzhou 311300, China
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16
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Arab MM, Marrano A, Abdollahi-Arpanahi R, Leslie CA, Askari H, Neale DB, Vahdati K. Genome-wide patterns of population structure and association mapping of nut-related traits in Persian walnut populations from Iran using the Axiom J. regia 700K SNP array. Sci Rep 2019; 9:6376. [PMID: 31015545 PMCID: PMC6478883 DOI: 10.1038/s41598-019-42940-1] [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] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2018] [Accepted: 04/12/2019] [Indexed: 11/09/2022] Open
Abstract
Persian plateau (including Iran) is considered as one of the primary centers of origin of walnut. Sampling walnut trees originating from this arena and exploiting the capabilities of next-generation sequencing (NGS) can provide new insights into the degree of genetic variation across the walnut genome. The present study aimed to explore the population structure and genomic variation of an Iranian collection of Persian walnut (Juglans regia L.) and identify loci underlying the variation in nut and kernel related traits using the new Axiom J. regia 700K SNP genotyping array. We genotyped a diversity panel including 95 walnut genotypes from eight Iranian provinces with a variety of climate zones. A majority of the SNPs (323,273, 53.03%) fell into the “Poly High Resolution” class of polymorphisms, which includes the highest quality variants. Genetic structure assessment, using several approaches, divided the Iranian walnut panel into four principal clusters, reflecting their geographic partitioning. We observed high genetic variation across all of the populations (HO = 0.34 and HE = 0.38). The overall level of genetic differentiation among populations was moderate (FST = 0.07). However, the Semnan population showed high divergence from the other Iranian populations (on average FST = 0.12), most likely due to its geographical isolation. Based on parentage analysis, the level of relatedness was very low among the Iranian walnuts examined, reflecting the geographical distance between the Iranian provinces considered in our study. Finally, we performed a genome-wide association study (GWAS), identifying 55 SNPs significantly associated with nut and kernel-related traits. In conclusion, by applying the novel Axiom J. regia 700K SNP array we uncovered new unexplored genetic diversity and identified significant marker-trait associations for nut-related traits in Persian walnut that will be useful for future breeding programs in Iran and other countries.
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Affiliation(s)
- Mohammad Mehdi Arab
- Department of Horticulture, College of Aburaihan, University of Tehran, Tehran, Iran
| | - Annarita Marrano
- Department of Plant Sciences, University of California, Davis, CA, 95616, USA
| | | | - Charles A Leslie
- Department of Plant Sciences, University of California, Davis, CA, 95616, USA
| | - Hossein Askari
- Department of Plant Sciences and Biotechnology, Faculty of Life Sciences and Biotechnology, Shahid Beheshti University, Tehran, Iran
| | - David B Neale
- Department of Plant Sciences, University of California, Davis, CA, 95616, USA
| | - Kourosh Vahdati
- Department of Horticulture, College of Aburaihan, University of Tehran, Tehran, Iran.
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17
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Zhu T, Wang L, You FM, Rodriguez JC, Deal KR, Chen L, Li J, Chakraborty S, Balan B, Jiang CZ, Brown PJ, Leslie CA, Aradhya MK, Dandekar AM, McGuire PE, Kluepfel D, Dvorak J, Luo MC. Sequencing a Juglans regia × J. microcarpa hybrid yields high-quality genome assemblies of parental species. Hortic Res 2019; 6:55. [PMID: 30937174 PMCID: PMC6431679 DOI: 10.1038/s41438-019-0139-1] [Citation(s) in RCA: 48] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/04/2019] [Revised: 03/09/2019] [Accepted: 03/10/2019] [Indexed: 05/22/2023]
Abstract
Members of the genus Juglans are monecious wind-pollinated trees in the family Juglandaceae with highly heterozygous genomes, which greatly complicates genome sequence assembly. The genomes of interspecific hybrids are usually comprised of haploid genomes of parental species. We exploited this attribute of interspecific hybrids to avoid heterozygosity and sequenced an interspecific hybrid Juglans microcarpa × J. regia using a novel combination of single-molecule sequencing and optical genome mapping technologies. The resulting assemblies of both genomes were remarkably complete including chromosome termini and centromere regions. Chromosome termini consisted of arrays of telomeric repeats about 8 kb long and heterochromatic subtelomeric regions about 10 kb long. The centromeres consisted of arrays of a centromere-specific Gypsy retrotransposon and most contained genes, many of them transcribed. Juglans genomes evolved by a whole-genome-duplication dating back to the Cretaceous-Paleogene boundary and consist of two subgenomes, which were fractionated by numerous short gene deletions evenly distributed along the length of the chromosomes. Fractionation was shown to be asymmetric with one subgenome exhibiting greater gene loss than the other. The asymmetry of the process is ongoing and mirrors an asymmetry in gene expression between the subgenomes. Given the importance of J. microcarpa × J. regia hybrids as potential walnut rootstocks, we catalogued disease resistance genes in the parental genomes and studied their chromosomal distribution. We also estimated the molecular clock rates for woody perennials and deployed them in estimating divergence times of Juglans genomes and those of other woody perennials.
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Affiliation(s)
- Tingting Zhu
- Department of Plant Sciences, University of California, Davis, CA 95616 USA
| | - Le Wang
- Department of Plant Sciences, University of California, Davis, CA 95616 USA
| | - Frank M. You
- Ottawa Research and Development Centre, Agriculture and Agri-Food Canada, Ottawa, ON K1A 0C6 Canada
| | - Juan C. Rodriguez
- Department of Plant Sciences, University of California, Davis, CA 95616 USA
| | - Karin R. Deal
- Department of Plant Sciences, University of California, Davis, CA 95616 USA
| | - Limin Chen
- Department of Plant Sciences, University of California, Davis, CA 95616 USA
| | - Jie Li
- Genome Center, University of California, Davis, CA 95616 USA
| | | | - Bipin Balan
- Department of Plant Sciences, University of California, Davis, CA 95616 USA
| | - Cai-Zhong Jiang
- Department of Plant Sciences, University of California, Davis, CA 95616 USA
- Crops Pathology and Genetics Research Unit, USDA-ARS, Davis, CA 95616 USA
| | - Patrick J. Brown
- Department of Plant Sciences, University of California, Davis, CA 95616 USA
| | - Charles A. Leslie
- Department of Plant Sciences, University of California, Davis, CA 95616 USA
| | | | - Abhaya M. Dandekar
- Department of Plant Sciences, University of California, Davis, CA 95616 USA
| | - Patrick E. McGuire
- Department of Plant Sciences, University of California, Davis, CA 95616 USA
| | - Daniel Kluepfel
- Crops Pathology and Genetics Research Unit, USDA-ARS, Davis, CA 95616 USA
| | - Jan Dvorak
- Department of Plant Sciences, University of California, Davis, CA 95616 USA
| | - Ming-Cheng Luo
- Department of Plant Sciences, University of California, Davis, CA 95616 USA
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18
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Marrano A, Sideli GM, Leslie CA, Cheng H, Neale DB. Deciphering of the Genetic Control of Phenology, Yield, and Pellicle Color in Persian Walnut ( Juglans regia L.). Front Plant Sci 2019; 10:1140. [PMID: 31616449 PMCID: PMC6764078 DOI: 10.3389/fpls.2019.01140] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/04/2019] [Accepted: 08/21/2019] [Indexed: 05/02/2023]
Abstract
Yield, nut quality, and ability to adapt to specific climate conditions, are all important factors to consider in the development and selection of new Persian walnut (Juglans regia L.) varieties. The genetic control of these traits is still unknown in walnut, limiting the accuracy and rapidity of releasing new cultivars for commercial use. We studied the genetic architecture of five traits crucial for either marketing (i.e., yield, lateral fruit-bearing, and pellicle color) or selection of individuals with specific phenology (i.e., leafing and harvest date). By combining over 30 years of phenotypic data with genetic profiles generated using the latest Axiom™ J. regia 700K SNP array, we were able to identify and confirm major loci for all these traits. In particular, we revealed that a genomic region at the beginning of Chr1 controls both leafing and harvest date in walnut, consistent with the observed strong phenotypical correlation between these traits, and including candidate genes involved in plant development, leaf formation, and cell division. In addition, a large genomic region on Chr11 that includes genes with a central role in flowering control and shoot meristem growth underlies both lateral fruit-bearing and yield in walnut. We observed a more complex genetic architecture for pellicle color, strongly influenced by the environment (h 2 = 0.43). We identified two marker-trait associations on Chr6 and 7 for pellicle color, where genes encoding a UDP-glycosyltransferase or involved in the response to oxidation were found. In conclusion, by combining classical quantitative trait loci (QTL) mapping and genome-wide association mapping, we deciphered, for the first time, the molecular pathways controlling walnut phenology, yield, lateral fruitfulness, and pellicle color. Our findings represent a further milestone in the transition from conventional to genome-assisted breeding in Persian walnut.
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Affiliation(s)
- Annarita Marrano
- Department of Plant Sciences, University of California, Davis, CA, United States
- *Correspondence: Annarita Marrano,
| | - Gina M. Sideli
- Department of Plant Sciences, University of California, Davis, CA, United States
| | - Charles A. Leslie
- Department of Plant Sciences, University of California, Davis, CA, United States
| | - Hao Cheng
- Department of Animal Science, University of California, Davis, CA, United States
| | - David B. Neale
- Department of Plant Sciences, University of California, Davis, CA, United States
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19
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Liu X, Walawage SL, Leslie CA, Dandekar AM, Tricoli DM, Hu H, Huang Y, Zhang J, Xv C, Huang J, Zhang Q. In vitro gene expression and mRNA translocation from transformed walnut (Juglans regia) rootstocks expressing DsRED fluorescent protein to wild-type scions. Plant Cell Rep 2017; 36:877-885. [PMID: 28243724 DOI: 10.1007/s00299-017-2116-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [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: 10/16/2016] [Accepted: 02/07/2017] [Indexed: 05/19/2023]
Abstract
An in vitro grafting method was developed for examining gene translocation from rootstock to scion in walnut. Results showed the DsRED gene itself was not translocated but expressed mRNA was. Grafting is widely used in plants, especially in fruit and nut crops. Selected rootstocks can control scion growth and physiological traits, including shortening of the juvenile phase and controlling tree size. Rootstocks also can provide improved soil adaptation and pathogen resistance. Development of genetically modified (GM) fruit crops has progressed recently, but commercial cultivation is still limited due to the time required for evaluation and issues with deregulation. In this study, we evaluated the stability of DsRED marker gene expression in in vitro walnut shoots and examined translocation of the gene and its mRNA from transformed rootstock to wild-type scion. Results show that DsRED was expressed uniformly in transformed tissue-cultured shoots. When used as in vitro rootstocks, these had good graft affinity with wild-type control scion. PCR and qRT-PCR analysis showed that the DsRED gene was not transported from rootstock to scion, but the transcribed mRNA was translocated. This result provides further evidence of gene signal transport from rootstock to scion in fruit and nut crops.
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Affiliation(s)
- Xiaochen Liu
- School of Forestry and Biotechnology, Zhejiang A&F University, Lin'an, 311300, Zhejiang, China
- The Nurturing Station for the State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Lin'an, 311300, Zhejiang, China
| | - Sriema L Walawage
- Department of Plant Sciences, University of California Davis, One Shields Avenue, Davis, CA, 95616, USA
| | - Charles A Leslie
- Department of Plant Sciences, University of California Davis, One Shields Avenue, Davis, CA, 95616, USA
| | - Abhaya M Dandekar
- Department of Plant Sciences, University of California Davis, One Shields Avenue, Davis, CA, 95616, USA
| | - David M Tricoli
- Department of Plant Sciences, University of California Davis, One Shields Avenue, Davis, CA, 95616, USA
| | - Hengkang Hu
- School of Forestry and Biotechnology, Zhejiang A&F University, Lin'an, 311300, Zhejiang, China
- The Nurturing Station for the State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Lin'an, 311300, Zhejiang, China
| | - Youjun Huang
- School of Forestry and Biotechnology, Zhejiang A&F University, Lin'an, 311300, Zhejiang, China
- The Nurturing Station for the State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Lin'an, 311300, Zhejiang, China
| | - Jiaqi Zhang
- School of Forestry and Biotechnology, Zhejiang A&F University, Lin'an, 311300, Zhejiang, China
- The Nurturing Station for the State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Lin'an, 311300, Zhejiang, China
| | - Chuanmei Xv
- School of Forestry and Biotechnology, Zhejiang A&F University, Lin'an, 311300, Zhejiang, China
- The Nurturing Station for the State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Lin'an, 311300, Zhejiang, China
| | - Jianqin Huang
- School of Forestry and Biotechnology, Zhejiang A&F University, Lin'an, 311300, Zhejiang, China
- The Nurturing Station for the State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Lin'an, 311300, Zhejiang, China
| | - Qixiang Zhang
- School of Forestry and Biotechnology, Zhejiang A&F University, Lin'an, 311300, Zhejiang, China.
- The Nurturing Station for the State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Lin'an, 311300, Zhejiang, China.
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20
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Martínez-García PJ, Crepeau MW, Puiu D, Gonzalez-Ibeas D, Whalen J, Stevens KA, Paul R, Butterfield TS, Britton MT, Reagan RL, Chakraborty S, Walawage SL, Vasquez-Gross HA, Cardeno C, Famula RA, Pratt K, Kuruganti S, Aradhya MK, Leslie CA, Dandekar AM, Salzberg SL, Wegrzyn JL, Langley CH, Neale DB. The walnut (Juglans regia) genome sequence reveals diversity in genes coding for the biosynthesis of non-structural polyphenols. Plant J 2016; 87:507-32. [PMID: 27145194 DOI: 10.1111/tpj.13207] [Citation(s) in RCA: 118] [Impact Index Per Article: 14.8] [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: 09/21/2015] [Revised: 04/22/2016] [Accepted: 04/27/2016] [Indexed: 05/18/2023]
Abstract
The Persian walnut (Juglans regia L.), a diploid species native to the mountainous regions of Central Asia, is the major walnut species cultivated for nut production and is one of the most widespread tree nut species in the world. The high nutritional value of J. regia nuts is associated with a rich array of polyphenolic compounds, whose complete biosynthetic pathways are still unknown. A J. regia genome sequence was obtained from the cultivar 'Chandler' to discover target genes and additional unknown genes. The 667-Mbp genome was assembled using two different methods (SOAPdenovo2 and MaSuRCA), with an N50 scaffold size of 464 955 bp (based on a genome size of 606 Mbp), 221 640 contigs and a GC content of 37%. Annotation with MAKER-P and other genomic resources yielded 32 498 gene models. Previous studies in walnut relying on tissue-specific methods have only identified a single polyphenol oxidase (PPO) gene (JrPPO1). Enabled by the J. regia genome sequence, a second homolog of PPO (JrPPO2) was discovered. In addition, about 130 genes in the large gallate 1-β-glucosyltransferase (GGT) superfamily were detected. Specifically, two genes, JrGGT1 and JrGGT2, were significantly homologous to the GGT from Quercus robur (QrGGT), which is involved in the synthesis of 1-O-galloyl-β-d-glucose, a precursor for the synthesis of hydrolysable tannins. The reference genome for J. regia provides meaningful insight into the complex pathways required for the synthesis of polyphenols. The walnut genome sequence provides important tools and methods to accelerate breeding and to facilitate the genetic dissection of complex traits.
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Affiliation(s)
| | - Marc W Crepeau
- Department of Evolution and Ecology, University of California, Davis, CA, 95616, USA
| | - Daniela Puiu
- Center for Computational Biology, McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University, Baltimore, MD, 21205, USA
| | - Daniel Gonzalez-Ibeas
- Department of Ecology and Evolutionary Biology, University of Connecticut, Storrs, CT, 06269-3043, USA
| | - Jeanne Whalen
- Department of Ecology and Evolutionary Biology, University of Connecticut, Storrs, CT, 06269-3043, USA
| | - Kristian A Stevens
- Department of Evolution and Ecology, University of California, Davis, CA, 95616, USA
| | - Robin Paul
- Department of Ecology and Evolutionary Biology, University of Connecticut, Storrs, CT, 06269-3043, USA
| | | | | | - Russell L Reagan
- Department of Plant Sciences, University of California, Davis, CA, 95616, USA
| | - Sandeep Chakraborty
- Department of Plant Sciences, University of California, Davis, CA, 95616, USA
| | - Sriema L Walawage
- Department of Plant Sciences, University of California, Davis, CA, 95616, USA
| | | | - Charis Cardeno
- Department of Evolution and Ecology, University of California, Davis, CA, 95616, USA
| | - Randi A Famula
- Department of Plant Sciences, University of California, Davis, CA, 95616, USA
| | - Kevin Pratt
- Department of Ecology and Evolutionary Biology, University of Connecticut, Storrs, CT, 06269-3043, USA
| | - Sowmya Kuruganti
- Department of Ecology and Evolutionary Biology, University of Connecticut, Storrs, CT, 06269-3043, USA
| | | | - Charles A Leslie
- Department of Plant Sciences, University of California, Davis, CA, 95616, USA
| | - Abhaya M Dandekar
- Department of Plant Sciences, University of California, Davis, CA, 95616, USA
| | - Steven L Salzberg
- Center for Computational Biology, McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University, Baltimore, MD, 21205, USA
- Departments of Biomedical Engineering, Computer Science, and Biostatistics, Johns Hopkins University, Baltimore, MD, 21205, USA
| | - Jill L Wegrzyn
- Department of Ecology and Evolutionary Biology, University of Connecticut, Storrs, CT, 06269-3043, USA
| | - Charles H Langley
- Department of Evolution and Ecology, University of California, Davis, CA, 95616, USA
| | - David B Neale
- Department of Plant Sciences, University of California, Davis, CA, 95616, USA.
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21
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Wang C, Li C, Leslie CA, Sun Q, Guo X, Yang K. Molecular cloning and heterologous expression analysis of JrVTE1 gene from walnut ( Juglans regia). Mol Breed 2015; 35:222. [PMID: 26612974 PMCID: PMC4648991 DOI: 10.1007/s11032-015-0414-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/10/2015] [Accepted: 11/09/2015] [Indexed: 06/05/2023]
Abstract
Tocopherol cyclase (VTE1) plays a key role in promoting the production of γ-tocopherol and improving total tocopherol content in photosynthetic organisms. Walnut is an important source of tocopherols in the human diet, and γ-tocopherol is the major tocopherol compound in walnut kernels. In this study, a full-length cDNA of the VTE1 gene was isolated from walnut using RT-PCR and RACE, and designated as JrVTE1. The full-length cDNA of the JrVTE1 gene contained a 1353-bp open-reading frame encoding a 451-amino-acid protein with a calculated molecular weight of 49.5 kDa. The deduced JrVTE1 protein had a considerable homology with other plant VTE1s and belonged to the tocopherol cyclase family. Functional characterization of JrVTE1 by heterologous expression was carried out in E. coli BL21 (DE3) and microshoot lines of the fruit trees jujube (Zizyphus jujuba var. spinosa) and pear (Pyrus communis) cultivar 'Old Home'. JrVTE1 in E. coli expressed as a 50 kDa protein, as expected. One or two copies of the transferred JrVTE1 gene were detected in the genomes of representative transgenic lines (from the initial transgenic plants) of jujube and pear by gel blots analysis. Over-expression of JrVTE1 in jujube and pear resulted in an accumulation of tocopherol and a shift in tocopherol composition in leaf, root and stem tissues. In the transgenic jujube, the total tocopherol content increased by 29.8 μg/g in the stems of line J3, 43.7 and 22.5 μg/g in the roots and leaves of line J1, respectively, whereas in the transgenic pear it increased by 47.3 μg/g in the leaf of line P3, and 16.7 and 10.4 μg/g in roots and stems of line P9, respectively. In the examined tissues of transgenic plants, the highest accumulation rate was the γ-tocopherol. These results indicate that JrVTE1 is one of the rate-limiting enzymes for tocopherol production and could be used to improve the tocopherol content of tree crops through genetic engineering.
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Affiliation(s)
- Cancan Wang
- />College of Forestry, Shandong Agricultural University, Taian, 271018 Shandong Province People’s Republic of China
- />Shandong Taishan Forest Ecosystem Research Station, Taian, 271018 People’s Republic of China
| | - Chuanrong Li
- />College of Forestry, Shandong Agricultural University, Taian, 271018 Shandong Province People’s Republic of China
- />Shandong Taishan Forest Ecosystem Research Station, Taian, 271018 People’s Republic of China
| | - Charles A. Leslie
- />Department of Plant Sciences, University of California-Davis, Davis, CA 95616 USA
| | - Qingrong Sun
- />Shandong Institute of Pomology, Taian, 271018 Shandong Province People’s Republic of China
| | - Xianfeng Guo
- />College of Forestry, Shandong Agricultural University, Taian, 271018 Shandong Province People’s Republic of China
| | - Keqiang Yang
- />College of Forestry, Shandong Agricultural University, Taian, 271018 Shandong Province People’s Republic of China
- />Shandong Taishan Forest Ecosystem Research Station, Taian, 271018 People’s Republic of China
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22
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Luo MC, You FM, Li P, Wang JR, Zhu T, Dandekar AM, Leslie CA, Aradhya M, McGuire PE, Dvorak J. Synteny analysis in Rosids with a walnut physical map reveals slow genome evolution in long-lived woody perennials. BMC Genomics 2015; 16:707. [PMID: 26383694 PMCID: PMC4574618 DOI: 10.1186/s12864-015-1906-5] [Citation(s) in RCA: 49] [Impact Index Per Article: 5.4] [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: 03/23/2015] [Accepted: 09/09/2015] [Indexed: 01/15/2023] Open
Abstract
BACKGROUND Mutations often accompany DNA replication. Since there may be fewer cell cycles per year in the germlines of long-lived than short-lived angiosperms, the genomes of long-lived angiosperms may be diverging more slowly than those of short-lived angiosperms. Here we test this hypothesis. RESULTS We first constructed a genetic map for walnut, a woody perennial. All linkage groups were short, and recombination rates were greatly reduced in the centromeric regions. We then used the genetic map to construct a walnut bacterial artificial chromosome (BAC) clone-based physical map, which contained 15,203 exonic BAC-end sequences, and quantified with it synteny between the walnut genome and genomes of three long-lived woody perennials, Vitis vinifera, Populus trichocarpa, and Malus domestica, and three short-lived herbs, Cucumis sativus, Medicago truncatula, and Fragaria vesca. Each measure of synteny we used showed that the genomes of woody perennials were less diverged from the walnut genome than those of herbs. We also estimated the nucleotide substitution rate at silent codon positions in the walnut lineage. It was one-fifth and one-sixth of published nucleotide substitution rates in the Medicago and Arabidopsis lineages, respectively. We uncovered a whole-genome duplication in the walnut lineage, dated it to the neighborhood of the Cretaceous-Tertiary boundary, and allocated the 16 walnut chromosomes into eight homoeologous pairs. We pointed out that during polyploidy-dysploidy cycles, the dominant tendency is to reduce the chromosome number. CONCLUSION Slow rates of nucleotide substitution are accompanied by slow rates of synteny erosion during genome divergence in woody perennials.
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Affiliation(s)
- Ming-Cheng Luo
- Department of Plant Sciences, University of California, Davis, CA, USA.
| | - Frank M You
- Cereal Research Centre, Agriculture and Agri-Food Canada, Morden, Canada.
| | - Pingchuan Li
- Cereal Research Centre, Agriculture and Agri-Food Canada, Morden, Canada.
| | - Ji-Rui Wang
- Department of Plant Sciences, University of California, Davis, CA, USA. .,Triticeae Research Institute, Sichuan Agricultural University, Wenjiang, China.
| | - Tingting Zhu
- Department of Plant Sciences, University of California, Davis, CA, USA.
| | - Abhaya M Dandekar
- Department of Plant Sciences, University of California, Davis, CA, USA.
| | - Charles A Leslie
- Department of Plant Sciences, University of California, Davis, CA, USA.
| | - Mallikarjuna Aradhya
- United States Department of Agriculture-Agricultural Research Service Clonal Repository, Davis, CA, USA.
| | - Patrick E McGuire
- Department of Plant Sciences, University of California, Davis, CA, USA.
| | - Jan Dvorak
- Department of Plant Sciences, University of California, Davis, CA, USA.
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Chakraborty S, Britton M, Wegrzyn J, Butterfield T, Martínez-García PJ, Reagan RL, Rao BJ, Leslie CA, Aradhaya M, Neale D, Woeste K, Dandekar AM. YeATS - a tool suite for analyzing RNA-seq derived transcriptome identifies a highly transcribed putative extensin in heartwood/sapwood transition zone in black walnut. F1000Res 2015; 4:155. [PMID: 26870317 PMCID: PMC4732554 DOI: 10.12688/f1000research.6617.2] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/30/2015] [Indexed: 11/20/2022] Open
Abstract
The transcriptome provides a functional footprint of the genome by enumerating the molecular components of cells and tissues. The field of transcript discovery has been revolutionized through high-throughput mRNA sequencing (RNA-seq). Here, we present a methodology that replicates and improves existing methodologies, and implements a workflow for error estimation and correction followed by genome annotation and transcript abundance estimation for RNA-seq derived transcriptome sequences (YeATS - Yet Another Tool Suite for analyzing RNA-seq derived transcriptome). A unique feature of YeATS is the upfront determination of the errors in the sequencing or transcript assembly process by analyzing open reading frames of transcripts. YeATS identifies transcripts that have not been merged, result in broken open reading frames or contain long repeats as erroneous transcripts. We present the YeATS workflow using a representative sample of the transcriptome from the tissue at the heartwood/sapwood transition zone in black walnut. A novel feature of the transcriptome that emerged from our analysis was the identification of a highly abundant transcript that had no known homologous genes (GenBank accession: KT023102). The amino acid composition of the longest open reading frame of this gene classifies this as a putative extensin. Also, we corroborated the transcriptional abundance of proline-rich proteins, dehydrins, senescence-associated proteins, and the DNAJ family of chaperone proteins. Thus, YeATS presents a workflow for analyzing RNA-seq data with several innovative features that differentiate it from existing software.
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Affiliation(s)
| | - Monica Britton
- UC Davis Genome Center Bioinformatics Core Facility, University of California, Davis, CA, 95616, USA
| | - Jill Wegrzyn
- Department of Ecology and Evolutionary Biology, University of Connecticut, Storrs, CT, 06269, USA
| | | | | | - Russell L Reagan
- Plant Sciences Department, University of California, Davis, CA, 95616, USA
| | - Basuthkar J Rao
- Department of Biological Sciences, Tata Institute of Fundamental Research, Homi Bhaba Road, Mumbai, 400, India
| | - Charles A Leslie
- Plant Sciences Department, University of California, Davis, CA, 95616, USA
| | | | - David Neale
- Plant Sciences Department, University of California, Davis, CA, 95616, USA
| | - Keith Woeste
- USDA Forest Service Hardwood Tree Improvement and Regeneration Center, Purdue University, West Lafayette, IN, 47907, USA
| | - Abhaya M Dandekar
- Plant Sciences Department, University of California, Davis, CA, 95616, USA
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24
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Chakraborty S, Britton M, Wegrzyn J, Butterfield T, Martínez-García PJ, Reagan RL, Rao BJ, Leslie CA, Aradhaya M, Neale D, Woeste K, Dandekar AM. YeATS - a tool suite for analyzing RNA-seq derived transcriptome identifies a highly transcribed putative extensin in heartwood/sapwood transition zone in black walnut. F1000Res 2015; 4:155. [PMID: 26870317 DOI: 10.12688/f1000research.6617.1] [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] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/11/2015] [Indexed: 11/20/2022] Open
Abstract
The transcriptome provides a functional footprint of the genome by enumerating the molecular components of cells and tissues. The field of transcript discovery has been revolutionized through high-throughput mRNA sequencing (RNA-seq). Here, we present a methodology that replicates and improves existing methodologies, and implements a workflow for error estimation and correction followed by genome annotation and transcript abundance estimation for RNA-seq derived transcriptome sequences (YeATS - Yet Another Tool Suite for analyzing RNA-seq derived transcriptome). A unique feature of YeATS is the upfront determination of the errors in the sequencing or transcript assembly process by analyzing open reading frames of transcripts. YeATS identifies transcripts that have not been merged, result in broken open reading frames or contain long repeats as erroneous transcripts. We present the YeATS workflow using a representative sample of the transcriptome from the tissue at the heartwood/sapwood transition zone in black walnut. A novel feature of the transcriptome that emerged from our analysis was the identification of a highly abundant transcript that had no known homologous genes (GenBank accession: KT023102). The amino acid composition of the longest open reading frame of this gene classifies this as a putative extensin. Also, we corroborated the transcriptional abundance of proline-rich proteins, dehydrins, senescence-associated proteins, and the DNAJ family of chaperone proteins. Thus, YeATS presents a workflow for analyzing RNA-seq data with several innovative features that differentiate it from existing software.
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Affiliation(s)
| | - Monica Britton
- UC Davis Genome Center Bioinformatics Core Facility, University of California, Davis, CA, 95616, USA
| | - Jill Wegrzyn
- Department of Ecology and Evolutionary Biology, University of Connecticut, Storrs, CT, 06269, USA
| | | | | | - Russell L Reagan
- Plant Sciences Department, University of California, Davis, CA, 95616, USA
| | - Basuthkar J Rao
- Department of Biological Sciences, Tata Institute of Fundamental Research, Homi Bhaba Road, Mumbai, 400, India
| | - Charles A Leslie
- Plant Sciences Department, University of California, Davis, CA, 95616, USA
| | | | - David Neale
- Plant Sciences Department, University of California, Davis, CA, 95616, USA
| | - Keith Woeste
- USDA Forest Service Hardwood Tree Improvement and Regeneration Center, Purdue University, West Lafayette, IN, 47907, USA
| | - Abhaya M Dandekar
- Plant Sciences Department, University of California, Davis, CA, 95616, USA
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25
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Zhang Q, Walawage SL, Tricoli DM, Dandekar AM, Leslie CA. A red fluorescent protein (DsRED) from Discosoma sp. as a reporter for gene expression in walnut somatic embryos. Plant Cell Rep 2015; 34:861-9. [PMID: 25627255 DOI: 10.1007/s00299-015-1749-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/28/2014] [Revised: 01/09/2015] [Accepted: 01/16/2015] [Indexed: 05/07/2023]
Abstract
KEY MESSAGE An improved scorable marker was developed for somatic embryo transformation. This method is more reliable than GFP and provides more efficient embryo selection than β-glucuronidase assays (GUS, MUG). Reporter genes are widely used to select transformed cells and tissues. Fluorescent proteins have become an integral part of live-cell imaging research over the past 10 years. DsRED is an ideal reporter for avoiding plant chlorophyll autofluorescence and for double labeling in combination with other scorable markers. In this study, we transformed walnut somatic embryos with a construct containing the DsRED-expressing binary vector pKGW-RR to assess the effect of this red fluorescent protein visual reporter on both embryos and regenerated plants. Results showed that DsRED expression was apparent with maximum brightness at 7-10 days after initiation. Fourteen of twenty-four surviving somatic embryos were bright red. These E0 embryos generated 25 wholly fluorescent E1 embryos and 43 wholly fluorescent E2 embryos at 2 weeks intervals. The germination percentage of DsRED-positive embryos was greater than 80% and gave rise to 45 fluorescent transgenic walnut plants. The regenerated transgenic plants expressed DsRED in all tissues examined including transverse sections of vegetative organs. The percentage of transformed plants that developed roots (48.3%) was similar to control shoots (53%). For transformation of walnut somatic embryos, the DsRED-based reporter system is more stable and reliable than green fluorescent protein (GFP) and, since it is a directly read and non-destructive assay, it provides a more efficient means of monitoring transformation than β-glucuronidase (GUS).
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Affiliation(s)
- Qixiang Zhang
- Department of Plant Sciences, University of California Davis, One Shields Avenue, Davis, CA, 95616, USA
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26
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Abstract
Walnut species are important nut and timber producers in temperate regions of Europe, Asia, South America, and North America. Trees can be impacted by Phytophthora, crown gall, nematodes, Armillaria, and cherry leaf roll virus; nuts can be severely damaged by codling moth, husk fly, and Xanthomonas blight. The long generation time of walnuts and an absence of identified natural resistance for most of these problems suggest biotechnological approaches to crop improvement. Described here is a somatic embryo-based transformation protocol that has been used to successfully insert horticulturally useful traits into walnut. Selection is based on the combined use of the selectable neomycin phosphotransferase (nptII) gene and the scorable uidA gene. Transformed embryos can be germinated or micropropagated and rooted for plant production. The method described has been used to establish field trials of mature trees.
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Affiliation(s)
- Charles A Leslie
- Plant Sciences Department, University of California Davis, 1 Shields Ave, Davis, CA, 95616, USA
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27
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Araji S, Grammer TA, Gertzen R, Anderson SD, Mikulic-Petkovsek M, Veberic R, Phu ML, Solar A, Leslie CA, Dandekar AM, Escobar MA. Novel roles for the polyphenol oxidase enzyme in secondary metabolism and the regulation of cell death in walnut. Plant Physiol 2014; 164:1191-203. [PMID: 24449710 PMCID: PMC3938613 DOI: 10.1104/pp.113.228593] [Citation(s) in RCA: 110] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/16/2013] [Accepted: 01/21/2014] [Indexed: 05/20/2023]
Abstract
The enzyme polyphenol oxidase (PPO) catalyzes the oxidation of phenolic compounds into highly reactive quinones. Polymerization of PPO-derived quinones causes the postharvest browning of cut or bruised fruit, but the native physiological functions of PPOs in undamaged, intact plant cells are not well understood. Walnut (Juglans regia) produces a rich array of phenolic compounds and possesses a single PPO enzyme, rendering it an ideal model to study PPO. We generated a series of PPO-silenced transgenic walnut lines that display less than 5% of wild-type PPO activity. Strikingly, the PPO-silenced plants developed spontaneous necrotic lesions on their leaves in the absence of pathogen challenge (i.e. a lesion mimic phenotype). To gain a clearer perspective on the potential functions of PPO and its possible connection to cell death, we compared the leaf transcriptomes and metabolomes of wild-type and PPO-silenced plants. Silencing of PPO caused major alterations in the metabolism of phenolic compounds and their derivatives (e.g. coumaric acid and catechin) and in the expression of phenylpropanoid pathway genes. Several observed metabolic changes point to a direct role for PPO in the metabolism of tyrosine and in the biosynthesis of the hydroxycoumarin esculetin in vivo. In addition, PPO-silenced plants displayed massive (9-fold) increases in the tyrosine-derived metabolite tyramine, whose exogenous application elicits cell death in walnut and several other plant species. Overall, these results suggest that PPO plays a novel and fundamental role in secondary metabolism and acts as an indirect regulator of cell death in walnut.
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28
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Utley C, Nguyen T, Roubtsova T, Coggeshall M, Ford TM, Grauke LJ, Graves AD, Leslie CA, McKenna J, Woeste K, Yaghmour MA, Seybold SJ, Bostock RM, Tisserat N. Susceptibility of Walnut and Hickory Species to Geosmithia morbida. Plant Dis 2013; 97:601-607. [PMID: 30722192 DOI: 10.1094/pdis-07-12-0636-re] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Thousand cankers disease (TCD) of walnut is a result of feeding in the phloem by the walnut twig beetle (WTB), Pityophthorus juglandis, and subsequent canker formation caused by Geosmithia morbida around galleries. TCD has caused extensive morbidity and mortality to Juglans nigra in the western United States and, in 2010, was discovered in the eastern United States, where the tree is a highly valuable timber resource. WTB and G. morbida also have been found in J. regia orchards throughout major production areas in California, and the numbers of damaged trees are increasing. We tested the susceptibility of walnut and hickory species to G. morbida in greenhouse and field studies. Carya illinoinensis, C. aquatica, and C. ovata were immune. All walnut species tested, including J. ailantifolia, J. californica, J. cinerea, J. hindsii, J. major, J. mandshurica, J. microcarpa, J. nigra, and J. regia, developed cankers following inoculation with G. morbida. J. nigra was the most susceptible, whereas J. major, a native host of the WTB and, presumably, G. morbida, had smaller and more superficial cankers. Canker formation differed among maternal half-sibling families of J. nigra and J. cinerea, indicating genetic variability in resistance to G. morbida. Our inoculation studies with G. morbida have corroborated many of the field observations on susceptibility of walnut and hickory species to TCD, although the ability of the WTB to successfully attack and breed in walnut is also an important component in TCD resistance.
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Affiliation(s)
- Curtis Utley
- Bioagricultural Sciences and Pest Management, Colorado State University, Ft. Collins
| | - Tivonne Nguyen
- Department of Plant Pathology, University of California, Davis
| | | | - Mark Coggeshall
- Department of Forestry/Center for Agroforestry, University Missouri, Columbia
| | - Tim M Ford
- Improving Perennial Plants for Food and Bioenergy, Inc., Hyde Park, UT
| | - L J Grauke
- United States Department of Agriculture (USDA) Agricultural Research Service Pecan Breeding & Genetics, Somerville, TX
| | - Andrew D Graves
- USDA Forest Service, Forest Health Protection, Albuquerque, NM
| | - Charles A Leslie
- Walnut Improvement Program, Department of Plant Sciences, University of California, Davis
| | - James McKenna
- USDA Forest Service Hardwood Tree Improvement and Regeneration Center, Department of Forestry and Natural Resources, Purdue University, West Lafayette, IN
| | - Keith Woeste
- USDA Forest Service Hardwood Tree Improvement and Regeneration Center, Department of Forestry and Natural Resources, Purdue University, West Lafayette, IN
| | | | - Steven J Seybold
- USDA Forest Service, Pacific Southwest Research Station, Davis, CA
| | | | - Ned Tisserat
- Bioagricultural Sciences and Pest Management, Colorado State University, Ft. Collins
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29
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Pope KS, Dose V, Da Silva D, Brown PH, Leslie CA, Dejong TM. Detecting nonlinear response of spring phenology to climate change by Bayesian analysis. Glob Chang Biol 2013; 19:1518-25. [PMID: 23505006 DOI: 10.1111/gcb.12130] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/05/2012] [Accepted: 12/10/2012] [Indexed: 05/18/2023]
Abstract
The impact of climate change on the advancement of plant phenological events has been heavily studied in the last decade. Although the majority of spring plant phenological events have been trending earlier, this is not universally true. Recent work has suggested that species that are not advancing in their spring phenological behavior are responding more to lack of winter chill than increased spring heat. One way to test this hypothesis is by evaluating the behavior of a species known to have a moderate to high chilling requirement and examining how it is responding to increased warming. This study used a 60-year data set for timing of leaf-out and male flowering of walnut (Juglans regia) cultivar 'Payne' to examine this issue. The spring phenological behavior of 'Payne' walnut differed depending on bud type. The vegetative buds, which have a higher chilling requirement, trended toward earlier leaf-out until about 1994, when they shifted to later leaf-out. The date of male bud pollen shedding advanced over the course of the whole record. Our findings suggest that many species which have exhibited earlier bud break are responding to warmer spring temperatures, but may shift into responding more to winter temperatures (lack of adequate chilling) as warming continues.
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Affiliation(s)
- Katherine S Pope
- Department of Plant Sciences, University of California, Davis, CA 95616, USA.
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30
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You FM, Deal KR, Wang J, Britton MT, Fass JN, Lin D, Dandekar AM, Leslie CA, Aradhya M, Luo MC, Dvorak J. Genome-wide SNP discovery in walnut with an AGSNP pipeline updated for SNP discovery in allogamous organisms. BMC Genomics 2012; 13:354. [PMID: 22849334 PMCID: PMC3527177 DOI: 10.1186/1471-2164-13-354] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [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: 02/14/2012] [Accepted: 07/05/2012] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND A genome-wide set of single nucleotide polymorphisms (SNPs) is a valuable resource in genetic research and breeding and is usually developed by re-sequencing a genome. If a genome sequence is not available, an alternative strategy must be used. We previously reported the development of a pipeline (AGSNP) for genome-wide SNP discovery in coding sequences and other single-copy DNA without a complete genome sequence in self-pollinating (autogamous) plants. Here we updated this pipeline for SNP discovery in outcrossing (allogamous) species and demonstrated its efficacy in SNP discovery in walnut (Juglans regia L.). RESULTS The first step in the original implementation of the AGSNP pipeline was the construction of a reference sequence and the identification of single-copy sequences in it. To identify single-copy sequences, multiple genome equivalents of short SOLiD reads of another individual were mapped to shallow genome coverage of long Sanger or Roche 454 reads making up the reference sequence. The relative depth of SOLiD reads was used to filter out repeated sequences from single-copy sequences in the reference sequence. The second step was a search for SNPs between SOLiD reads and the reference sequence. Polymorphism within the mapped SOLiD reads would have precluded SNP discovery; hence both individuals had to be homozygous. The AGSNP pipeline was updated here for using SOLiD or other type of short reads of a heterozygous individual for these two principal steps. A total of 32.6X walnut genome equivalents of SOLiD reads of vegetatively propagated walnut scion cultivar 'Chandler' were mapped to 48,661 'Chandler' bacterial artificial chromosome (BAC) end sequences (BESs) produced by Sanger sequencing during the construction of a walnut physical map. A total of 22,799 putative SNPs were initially identified. A total of 6,000 Infinium II type SNPs evenly distributed along the walnut physical map were selected for the construction of an Infinium BeadChip, which was used to genotype a walnut mapping population having 'Chandler' as one of the parents. Genotyping results were used to adjust the filtering parameters of the updated AGSNP pipeline. With the adjusted filtering criteria, 69.6% of SNPs discovered with the updated pipeline were real and could be mapped on the walnut genetic map. A total of 13,439 SNPs were discovered by BES re-sequencing. BESs harboring SNPs were in 677 FPC contigs covering 98% of the physical map of the walnut genome. CONCLUSION The updated AGSNP pipeline is a versatile SNP discovery tool for a high-throughput, genome-wide SNP discovery in both autogamous and allogamous species. With this pipeline, a large set of SNPs were identified in a single walnut cultivar.
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Affiliation(s)
- Frank M You
- Department of Plant Sciences, University of California, Davis, CA 95616, USA.
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31
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Wu J, Gu YQ, Hu Y, You FM, Dandekar AM, Leslie CA, Aradhya M, Dvorak J, Luo MC. Characterizing the walnut genome through analyses of BAC end sequences. Plant Mol Biol 2012; 78:95-107. [PMID: 22101470 DOI: 10.1007/s11103-011-9849-y] [Citation(s) in RCA: 9] [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] [Subscribe] [Scholar Register] [Received: 07/15/2011] [Accepted: 10/29/2011] [Indexed: 05/31/2023]
Abstract
Persian walnut (Juglans regia L.) is an economically important tree for its nut crop and timber. To gain insight into the structure and evolution of the walnut genome, we constructed two bacterial artificial chromosome (BAC) libraries, containing a total of 129,024 clones, from in vitro-grown shoots of J. regia cv. Chandler using the HindIII and MboI cloning sites. A total of 48,218 high-quality BAC end sequences (BESs) were generated, with an accumulated sequence length of 31.2 Mb, representing approximately 5.1% of the walnut genome. Analysis of repeat DNA content in BESs revealed that approximately 15.42% of the genome consists of known repetitive DNA, while walnut-unique repetitive DNA identified in this study constitutes 13.5% of the genome. Among the walnut-unique repetitive DNA, Julia SINE and JrTRIM elements represent the first identified walnut short interspersed element (SINE) and terminal-repeat retrotransposon in miniature (TRIM) element, respectively; both types of elements are abundant in the genome. As in other species, these SINEs and TRIM elements could be exploited for developing repeat DNA-based molecular markers in walnut. Simple sequence repeats (SSR) from BESs were analyzed and found to be more abundant in BESs than in expressed sequence tags. The density of SSR in the walnut genome analyzed was also slightly higher than that in poplar and papaya. Sequence analysis of BESs indicated that approximately 11.5% of the walnut genome represents a coding sequence. This study is an initial characterization of the walnut genome and provides the largest genomic resource currently available; as such, it will be a valuable tool in studies aimed at genetically improving walnut.
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Affiliation(s)
- Jiajie Wu
- Department of Plant Sciences, University of California, Davis, CA 95616, USA
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Muir RM, Ibáñez AM, Uratsu SL, Ingham ES, Leslie CA, McGranahan GH, Batra N, Goyal S, Joseph J, Jemmis ED, Dandekar AM. Mechanism of gallic acid biosynthesis in bacteria (Escherichia coli) and walnut (Juglans regia). Plant Mol Biol 2011; 75:555-65. [PMID: 21279669 PMCID: PMC3057006 DOI: 10.1007/s11103-011-9739-3] [Citation(s) in RCA: 68] [Impact Index Per Article: 5.2] [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: 10/24/2009] [Accepted: 01/15/2011] [Indexed: 05/21/2023]
Abstract
Gallic acid (GA), a key intermediate in the synthesis of plant hydrolysable tannins, is also a primary anti-inflammatory, cardio-protective agent found in wine, tea, and cocoa. In this publication, we reveal the identity of a gene and encoded protein essential for GA synthesis. Although it has long been recognized that plants, bacteria, and fungi synthesize and accumulate GA, the pathway leading to its synthesis was largely unknown. Here we provide evidence that shikimate dehydrogenase (SDH), a shikimate pathway enzyme essential for aromatic amino acid synthesis, is also required for GA production. Escherichia coli (E. coli) aroE mutants lacking a functional SDH can be complemented with the plant enzyme such that they grew on media lacking aromatic amino acids and produced GA in vitro. Transgenic Nicotiana tabacum lines expressing a Juglans regia SDH exhibited a 500% increase in GA accumulation. The J. regia and E. coli SDH was purified via overexpression in E. coli and used to measure substrate and cofactor kinetics, following reduction of NADP(+) to NADPH. Reversed-phase liquid chromatography coupled to electrospray mass spectrometry (RP-LC/ESI-MS) was used to quantify and validate GA production through dehydrogenation of 3-dehydroshikimate (3-DHS) by purified E. coli and J. regia SDH when shikimic acid (SA) or 3-DHS were used as substrates and NADP(+) as cofactor. Finally, we show that purified E. coli and J. regia SDH produced GA in vitro.
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Affiliation(s)
- Ryann M. Muir
- Department of Plant Sciences, University of California, 1 Shields Ave, Mail Stop 2, Davis, CA 95616-8683 USA
| | - Ana M. Ibáñez
- Department of Plant Sciences, University of California, 1 Shields Ave, Mail Stop 2, Davis, CA 95616-8683 USA
| | - Sandra L. Uratsu
- Department of Plant Sciences, University of California, 1 Shields Ave, Mail Stop 2, Davis, CA 95616-8683 USA
| | - Elizabeth S. Ingham
- Department of Plant Sciences, University of California, 1 Shields Ave, Mail Stop 2, Davis, CA 95616-8683 USA
| | - Charles A. Leslie
- Department of Plant Sciences, University of California, 1 Shields Ave, Mail Stop 2, Davis, CA 95616-8683 USA
| | - Gale H. McGranahan
- Department of Plant Sciences, University of California, 1 Shields Ave, Mail Stop 2, Davis, CA 95616-8683 USA
| | - Neelu Batra
- Department of Plant Sciences, University of California, 1 Shields Ave, Mail Stop 2, Davis, CA 95616-8683 USA
| | - Sham Goyal
- Department of Plant Sciences, University of California, 1 Shields Ave, Mail Stop 2, Davis, CA 95616-8683 USA
| | - Jorly Joseph
- Department of Inorganic and Physical Chemistry, Indian Institute of Science, Bangalore, 560 012 India
| | - Eluvathingal D. Jemmis
- Department of Inorganic and Physical Chemistry, Indian Institute of Science, Bangalore, 560 012 India
| | - Abhaya M. Dandekar
- Department of Plant Sciences, University of California, 1 Shields Ave, Mail Stop 2, Davis, CA 95616-8683 USA
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Abstract
Walnut species are important nut and timber producers in temperate regions of Europe, Asia, South America, and North America. Trees can be impacted by Phytophthora, crown gall, nematodes, and cherry leaf roll virus; nuts can be severely damaged by codling moth and Xanthomonas blight. The long-generation time of walnuts and an absence of identified natural resistance for most of these problems suggest biotechnological approaches to crop improvement. Described here is a somatic embryo based transformation protocol that has been used to successfully insert horticulturally useful traits into walnut. Selection is based on the combined use of the selectable neomycin phosphotransferase (nptII) gene and the scorable uidA gene. Transformed embryos can be germinated or micropropagated and rooted for plant production. The method described has been used to establish field trials of mature trees.
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Affiliation(s)
- Charles A Leslie
- Plant Science Department, University of California, Davis, CA, USA
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34
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Abstract
New insulin analogues act more quickly, allowing better postprandial glycemic control and making intensive control easier. New methods of delivering insulin, notably inhaled insulin, will soon provide alternatives to painful injections. Improved glucose sensors may eventually make an artificial pancreas possible.
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Affiliation(s)
- C A Leslie
- Department of Endocrinology, Cleveland Clinic Florida, USA
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35
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Leslie CA, Jung A, Bennett JP. Potentiation of D2-dopamine receptor-mediated suppression of zif 268 by non-competitive NMDA receptor antagonists in reserpinized rats. Brain Res Mol Brain Res 1998; 59:40-9. [PMID: 9729266 DOI: 10.1016/s0169-328x(98)00132-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Striatopallidal output neurons, which coexpress D2-dopamine receptors and NMDA receptors, are logically a potential site of interaction between corticostriatal glutamatergic input and dopaminergic systems. Recent hypotheses about the etiology of schizophrenia have implicated both excitatory amino acid and dopamine systems. The present study was designed to examine, in vivo, the interaction between D2-dopamine receptors and NMDA receptors in the regulation of the expression of the early immediate genes (IEGs), zif 268 and jun B, in striatopallidal neurons. We tested whether coadministration of NMDA antagonists interacted with the actions of the D2 agonist, quinpirole, on IEG expression following dopamine depletion with reserpine. When rats were pretreated with the non-competitive NMDA receptor antagonists, MK 801 (1 mg/kg) or PCP (20 mg/kg), together with quinpirole, the quinpirole reversal of reserpine induction of zif 268 mRNA was potentiated in all regions examined. MK 801 alone had no significant effect on reserpine induction of zif 268 mRNA. Pretreatment with the competitive NMDA receptor antagonist, CPP (5 mg/kg), did not significantly alter the dose response of zif 268 mRNA expression to quinpirole in any region. There was no significant effect of MK 801 on jun B mRNA expression, either on the response to quinpirole or when administered alone with reserpine. Our findings provide evidence of an interaction between the NMDA receptor channel system and the D2-dopamine system on a molecular level in striatopallidal neurons carrying output from the basal ganglia.
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Affiliation(s)
- C A Leslie
- Department of Psychiatric Medicine, Box 623, University of Virginia Health Systems, Charlottesville, VA 22908, USA.
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36
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Leslie CA, Robertson MW, Jung AB, Liebermann J, Bennett JP. Effects of prenatal cocaine exposure upon postnatal development of neostriatal dopaminergic function. Synapse 1994; 17:210-5. [PMID: 7974205 DOI: 10.1002/syn.890170311] [Citation(s) in RCA: 47] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
Pregnant rats were injected twice daily with 20 mg/kg cocaine (or saline) from gestational day 10 to parturition. Brains from offspring were examined with quantitative receptor autoradiography [D1 receptor (D1R), D2 receptor (D2R) and dopamine transporter (DAT)] and quantitative in situ hybridization [D1R mRNA, D2R mRNA, preproenkephalin (PPE) mRNA] for markers of neostriatal dopaminergic function. Prenatal cocaine exposure did not alter postnatal development of striatal D1R sites, but D1R mRNA levels were reduced by a third at days 14 and 35. D2R sites were increased over control in lateral striatum by day 6, and remained elevated through postnatal day 35. Total D2R mRNA was increased over control in both medial and lateral striatum at 7 and 14 days but was equal to control at 35 days. Prenatal cocaine exposure increased DAT density at postnatal days 1 through 5, but reduced it at days 14 and 35; PPE mRNA expression was reduced at days 7, 14 and 35. Many of these results are similar to those found in experimental animals and humans following cocaine withdrawal.
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Affiliation(s)
- C A Leslie
- Department of Psychiatric Medicine, University of Virginia School of Medicine, Charlottesville 22908
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37
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Abstract
The reproductive hormones are implicated in the well documented sexual dimorphism in cellular and immune responses. Prostaglandins (PGs) are mediators of the immune response with their concentration and relative amounts being pivotal to their impact. In resident peritoneal macrophages isolated from mice we had previously noted that the cells from females synthesized significantly more PG than males. In these experiments we investigated whether PG metabolism in the human monocyte was influenced by gender and by stage of the menstrual cycle. Monocytes isolated from the female and activated in vitro with LPS produced on average significantly more PG into the medium than the males. Among females, significantly more PG was found in the medium from cells isolated during the luteal phase of the cycle than during the early follicular phase. It was also in this luteal phase in which the female differed substantially from males. We suggest that the in vivo hormonal changes associated with the menstrual cycle modulate monocyte synthesis of PG and other immune modulators such as IL-1. This could be a key to understanding differences in vulnerability between males and females as well as within phases of the cycle, to immune and inflammatory insult.
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Affiliation(s)
- C A Leslie
- ENRM Veterans Administration Hospital, Bedford, MA 01730
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38
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McGranahan GH, Leslie CA, Dandekar AM, Uratsu SL, Yates IE. Transformation of pecan and regeneration of transgenic plants. Plant Cell Rep 1993; 12:634-638. [PMID: 24201878 DOI: 10.1007/bf00232814] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/22/1992] [Revised: 07/16/1993] [Indexed: 06/02/2023]
Abstract
A gene transfer system developed for walnut (Juglans regia L.) was successfully applied to pecan (Carya illinoensis [Wang] K. Koch). Repetitively embryogenic somatic embryos derived from open-pollinated seed of 'Elliott', 'Wichita', and 'Schley' were co-cultivated with Agrobacterium strain EHA 101/pCGN 7001, which contains marker genes for beta-glucuronidase activity and resistance to kanamycin. Several modifications of the standard walnut transformation techniques were tested, including a lower concentration of kanamycin and a modified induction medium, but these treatments had no measurable effect on efficiency of transformation. Nineteen of the 764 viable inoculated embryos produced transgenic subclones; 13 of these were from the line 'Elliott'6, 3 from 'Schley'5/3, and 3 from 'Wichita'9. Transgenic embryos of 'Wichita'9 germinated most readily and three subclones were successfully micropropagated. Three transgenic plants of one of these subclones were obtained by grafting the tissue cultured shoots to seedling pecan rootstock in the greenhouse. Gene insertion, initially detected by GUS activity, was confirmed by detection of integrated T-DNA sequences using Southern analysis.
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Affiliation(s)
- G H McGranahan
- Department of Pomology, University of California, 95616, Davis, CA, USA
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39
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Leslie CA, Robertson MW, Cutler AJ, Bennett JP. Postnatal development of D1 dopamine receptors in the medial prefrontal cortex, striatum and nucleus accumbens of normal and neonatal 6-hydroxydopamine treated rats: a quantitative autoradiographic analysis. Brain Res Dev Brain Res 1991; 62:109-14. [PMID: 1836980 DOI: 10.1016/0165-3806(91)90195-o] [Citation(s) in RCA: 97] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
The postnatal development of dopamine (DA) D1 receptors in the medial prefrontal cortex (mPFC), striatum (STR) and nucleus accumbens (NAC) of control and perinatally 6-hydroxydopamine (6-OHDA) lesioned rats was examined using quantitative autoradiography of 3H-SCH 23390 binding. D1 receptors are present at one week and increase only slightly to a stable level by 2 weeks in the STR and NAC. Their ontogeny is not altered by intracisternal injection of 6-OHDA 5 days after birth. A biphasic pattern of appearance of D1 receptors was found in the mPFC. D1 receptors are present in the mPFC at 1 week, increase 3-fold by 2-3 weeks, and then decline at 4 and 6 weeks. 6-OHDA lesions do not significantly alter this pattern. At all postnatal ages. D1 receptor binding in the mPFC exhibits a laminar distribution with increased receptor density in deep cortical layers (V, VI) compared to more superficial cortical layers (I, II). Both superficial and deep layers of D1 receptors in the mPFC show similar postnatal developmental patterns. DA turnover rates are consistently about 10-fold higher in frontal pole compared to remainder of forebrain at all postnatal ages. Early 6-OHDA lesions increase DA turnover in forebrain, but lead to a persistent reduction in DA turnover in frontal pole by 2 weeks of age.
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Affiliation(s)
- C A Leslie
- Department of Behavioral Medicine, University of Virginia School of Medicine, Charlottesville 22908
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40
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Abstract
The effects on motor behavior and forebrain dopamine (DA) synaptic function of withdrawal from chronic cocaine treatment were examined with simultaneous activity monitoring and microdialysis in nucleus accumbens. Rats exhibited behavioral sensitization to daily 30 mg/kg i.p. cocaine. After 18 days of daily cocaine and 7 days of withdrawal, dialysate DA and homovanillic acid (HVA) levels were reduced 36-38%, consistent with a synaptic DA deficiency.
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Affiliation(s)
- M W Robertson
- Department of Behavioral Medicine, University of Virginia School of Medicine, Charlottesville 22908
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McGranahan GH, Leslie CA, Uratsu SL, Dandekar AM. Improved efficiency of the walnut somatic embryo gene transfer system. Plant Cell Rep 1990; 8:512-516. [PMID: 24226275 DOI: 10.1007/bf00820198] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/21/1989] [Revised: 11/22/1989] [Indexed: 06/02/2023]
Abstract
AnAgrobacterium-mediated gene transfer system which relies on repetitive embryogenesis to regenerate transgenic walnut plants has been made more efficient by using a more virulent strain ofAgrobacterium and vectors containing genes for both kanamycin resistance and beta-glucuronidase (GUS) activity to facilitate early screening and selection. Two plasmids (pCGN7001 and pCGN7314) introduced individually into the disarmedAgrobacterium host strain EHA101 were used as inoculum. Embryos maintained on medium containing 100 mg/l kanamycin after co-cultivation produced more transformed secondary embryos than embryos maintained on kanamycin-free medium. Of the 186 GUS-positive secondary embryo lines identified, 70% were regenerated from 3 out of 16 primary embryos inoculated with EHA101/pCGN7314 and grown on kanamycin- containing medium, 28% from 4 out of 17 primary embryos inoculated with EHA101/ pCGN7001 and grown on kanamycin medium, and 2% from one out of 13 primary embryos inoculated with EHA101/pCGN7001 but not exposed to kanamycin. Because kanamycin inhibits but does not completely block new embryo formation in controls, identification of transformants formerly required repetitive selection on kanamycin for several months. Introduction of the GUS marker gene allowed positive identification of transformant secondary embryos as early as 5-6 weeks after inoculation. DNA analysis of a representative subset of lines (n=13) derived from secondary embryos confirmed transformation and provided evidence for multiple insertion events in single inoculated primary embryos.
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Affiliation(s)
- G H McGranahan
- Department of Pomology, University of California, 95616, Davis, CA, USA
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42
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Abstract
We have evidence that dietary fish oil (FO) decreases severity of collagen-induced arthritis (CIA), changes the fatty acid composition of macrophage (M phi) membrane phospholipids, decreases M phi synthesis of prostaglandins (PGs), changes chemotactic ability of M phi s, and affects metabolism of acute phase proteins. Gender also has pronounced effects on susceptibility to CIA and M phi prostaglandin profiles. The mechanisms by which dietary n-3 fatty acids may act to alleviate symptoms of CIA, as well as interactions of dietary n-3 and n-6 fatty acids and gender are discussed. We suggest that the ability of FO diets to influence favourably the course of chronic inflammatory diseases is mediated via alterations in n-6 fatty acid metabolism and that intrinsic differences in n-6 fatty acid metabolism may account not only for our reported gender differences in incidence and severity of CIA, but also the well-documented sexual dimorphism in immune/inflammatory responses in general.
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Affiliation(s)
- E S Cathcart
- Geriatric Research Education and Clinical Center, E.N. Rogers Memorial VA Hospital, Bedford, MA
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43
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Leslie CA, Sapico FL, Bessman AN. Infections in the diabetic host. Compr Ther 1989; 15:23-32. [PMID: 2670401] [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] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
The presence of the diabetic state seems to predispose patients to more severe and unusual types of infections. Awareness and early recognition of these sometimes devastating problems, coupled with appropriate medical and surgical treatment and aggressive metabolic control of diabetes, provide the maximum opportunity for healing and recovery.
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Affiliation(s)
- C A Leslie
- University of Southern California, School of Medicine, Los Angeles
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44
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Abstract
Since several studies indicate that protection from lethal anaphylaxis is mediated by anterior hypothalamic (AH) lesions, we investigated the hypothesis that central nervous system perturbations can modify release of mediators from antigen-challenged sensitized lungs. Three types of perturbations were made in guinea pigs: AH perturbation (electrodes inserted and the current was applied), anterior hypothalamic sham (AS) (electrodes placed as in the AH group but no current was passed), and posterior hypothalamic (PH) perturbation (electrodes placed and the current was applied). A control group was sham operated (electrodes not inserted). Eleven days after the operation, guinea pigs receiving brain perturbations and half the control group were sensitized to the antigen ovalbumin. The other half of the control group received vehicle only (nonsensitized). Twenty-five days after this procedure, lungs were perfused in situ, and the outflows were collected before and after injection of antigen. The perfusates were assayed for immunoreactive prostaglandin and histamine, and the lungs were assayed for cAMP, guanosine monophosphate, and histamine. Release of mediators and changes in lung cyclic nucleotides after perfusion with antigen were significantly greater in all the antigen-sensitized compared to the nonsensitized animals. Within the anaphylactic groups, significant reductions in mediators and in cyclic nucleotides were found in the animals with perturbations of the AH region compared to the CO animals. The time course of mediator release was not altered. The results extend to the biochemical level, the observation that the perturbation of the AH region can markedly modify the anaphylactic response, and indicate that this effect may be due to altered release of mediators.
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Affiliation(s)
- C A Leslie
- Geriatric Research, Education, and Clinical Center, E. N. Rogers Memorial Hospital, Bedford, Mass
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45
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Abstract
Salicylic acid inhibited ethylene formation from ACC in self-buffered (pH 3.8) pear (Pyrus communis) cell suspension cultures with a K(1) (app) of about 10 micromolar after 1 to 3 hours incubation. Inhibition appeared noncompetitive. Among 22 related phenolic compounds tested, only acetylsalicylic acid showed similar levels of inhibition. Inhibition by salicylic acid was inversely dependent on the pH of the culture medium and did not require a continuous external supply of salicylate. When compared to known inhibitors of the ethylene forming enzyme, cobalt, n-propyl gallate, and dinitrophenol, inhibition by salicylic acid most closely resembled that by dinitrophenol but salicylic acid did not produce the same degree of respiratory stimulation. Results are discussed in terms of other known effects of salicylic acid on plants, pH-dependency, and the possible influence of salicylic acid on electron transport.
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Affiliation(s)
- C A Leslie
- Department of Pomology, University of California, Davis, California 95616
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46
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Leslie CA, Conte JM, Hayes KC, Cathcart ES. A fish oil diet reduces the severity of collagen induced arthritis after onset of the disease. Clin Exp Immunol 1988; 73:328-32. [PMID: 3180514 PMCID: PMC1541610] [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] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
We have previously reported that compared to a corn oil diet a fish oil diet (5% by weight) fed to B10R.III mice before the induction of collagen induced arthritis markedly reduced disease severity. In this study we determine whether a fish oil diet could reduce the severity of collagen induced arthritis if begun after the arthritis was clinically apparent. Mice were initially fed either a fish oil or corn oil diet and immunized with bovine type II collagen 4 weeks later. At the onset of collagen-induced arthritis, half of the corn oil fed mice were switched to fish oil and arthritis assessed on a weekly basis. Four weeks after the diet change until killing 5 weeks later, the mice switched to fish oil developed much less severe arthritis than the corn oil fed controls. Thus the severity index of corn oil fed mice ranged between 9.4 and 7.1; the severity index of fish oil fed mice was between 6.8 and 4.3 while the mice switched to fish oil ranged between 7.2 and 5.6. Analysis of peritoneal macrophages 13 weeks after immunization showed that macrophages from fish oil fed mice incorporated eicosapentaenoic acid into phospholipids and produced less arachidonate products than corn oil fed mice. There was no difference between macrophages obtained from mice switched from corn oil to fish oil and those maintained on fish oil with respect to fatty acid composition of membrane phospholipids or prostaglandin profile. These results suggest that arthritis severity may be modulated after the onset of CIA by altering the PG profile of macrophages present at inflammatory sites.
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Affiliation(s)
- C A Leslie
- Geriatric Research Education and Clinical Center, E. N. Rogers Memorial VA Hospital, Bedford, MA 01730
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47
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McGranahan GH, Leslie CA, Uratsu SL, Martin LA, Dandekar AM. Agrobacterium-Mediated Transformation of Walnut Somatic Embryos and Regeneration of Transgenic Plants. Nat Biotechnol 1988. [DOI: 10.1038/nbt0788-800] [Citation(s) in RCA: 91] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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48
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Gonnerman WA, Mortensen RF, Tebo JM, Conte JM, Leslie CA, Cathcart ES. Dietary fish oil modulation of macrophage amyloid P component responses in mice. The Journal of Immunology 1988. [DOI: 10.4049/jimmunol.140.3.796] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Abstract
Arthritis-susceptible B10.RIII mice, maintained on either fish oil (FO) or corn oil (CO) diets (5% by weight), and amyloid-susceptible CBA/J mice fed chow diets were given 20 micrograms purified LPS by i.p. injection. Both strains of mice responded to LPS with a 20- to 30-fold increase in plasma amyloid P component (AP) levels. There were no differences in the response between males and females or between FO and CO treatment groups. The data demonstrated that cultured peritoneal macrophages (M phi) respond to LPS stimulation with increased secretion of AP. In contrast to plasma AP levels, the MO response to LPS stimulation, as measured by production of AP, was influenced by both gender and diet. Although M phi from both male and female mice on the CO diet and male mice on the FO diet responded similarly, those from female mice on the FO diet secreted only 25 to 35% as much AP as did the other three groups. There were no dietary effects on the LPS-induced serum amyloid A protein response nor was there detectable serum amyloid A protein produced by the M phi. These results demonstrate that unstimulated, resident peritoneal M phi secrete AP as a normal constituent and in increasing amounts in response to LPS stimulation.
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Affiliation(s)
- W A Gonnerman
- Geriatric Research Center, Edith Nourse Rogers Memorial Veterans Hospital, Bedford, MA 01730
| | - R F Mortensen
- Geriatric Research Center, Edith Nourse Rogers Memorial Veterans Hospital, Bedford, MA 01730
| | - J M Tebo
- Geriatric Research Center, Edith Nourse Rogers Memorial Veterans Hospital, Bedford, MA 01730
| | - J M Conte
- Geriatric Research Center, Edith Nourse Rogers Memorial Veterans Hospital, Bedford, MA 01730
| | - C A Leslie
- Geriatric Research Center, Edith Nourse Rogers Memorial Veterans Hospital, Bedford, MA 01730
| | - E S Cathcart
- Geriatric Research Center, Edith Nourse Rogers Memorial Veterans Hospital, Bedford, MA 01730
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Gonnerman WA, Mortensen RF, Tebo JM, Conte JM, Leslie CA, Cathcart ES. Dietary fish oil modulation of macrophage amyloid P component responses in mice. J Immunol 1988; 140:796-9. [PMID: 3339242] [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] [Grants] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Arthritis-susceptible B10.RIII mice, maintained on either fish oil (FO) or corn oil (CO) diets (5% by weight), and amyloid-susceptible CBA/J mice fed chow diets were given 20 micrograms purified LPS by i.p. injection. Both strains of mice responded to LPS with a 20- to 30-fold increase in plasma amyloid P component (AP) levels. There were no differences in the response between males and females or between FO and CO treatment groups. The data demonstrated that cultured peritoneal macrophages (M phi) respond to LPS stimulation with increased secretion of AP. In contrast to plasma AP levels, the MO response to LPS stimulation, as measured by production of AP, was influenced by both gender and diet. Although M phi from both male and female mice on the CO diet and male mice on the FO diet responded similarly, those from female mice on the FO diet secreted only 25 to 35% as much AP as did the other three groups. There were no dietary effects on the LPS-induced serum amyloid A protein response nor was there detectable serum amyloid A protein produced by the M phi. These results demonstrate that unstimulated, resident peritoneal M phi secrete AP as a normal constituent and in increasing amounts in response to LPS stimulation.
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Affiliation(s)
- W A Gonnerman
- Geriatric Research Center, Edith Nourse Rogers Memorial Veterans Hospital, Bedford, MA 01730
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50
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Abstract
The effect of 2 wk of topical hyperbaric oxygen (THO) treatment on the healing of diabetic foot ulcers without associated gangrene was evaluated in a prospective, controlled, and randomized manner in 28 patients. There were 12 patients in the THO group (group 1) and 16 in the control group (group 2). Clinical management of the two patient groups was similar except for THO treatment in the group 1 patients. Clinical parameters, including age, sex, baseline fasting serum glucose levels, duration of diabetes mellitus, duration of foot ulcers, presence of peripheral neuropathy or arterial insufficiency, and evidence of osteomyelitis as determined by radiographs and/or radionuclide scans, were comparable in both groups of patients. No statistical differences (Student's t test) were seen in the number of microorganisms isolated from curettage cultures of the base of the ulcer at days 0, 7, and 14 of the study between groups 1 and 2. In contrast to previous studies, there was a paucity of anaerobic microorganisms isolated from these foot ulcers without associated gangrenous changes. Ulcer areas were estimated by multiplying the maximum width by the maximum length in millimeters at days 0, 7, and 14. Analysis of variance and Student's t test revealed progressive significant reductions in the ulcer areas in both groups when days 0, 7, and 14 were compared and in ulcer depths in both groups when days 0 and 14 were compared. However, such ulcer size changes did not differ statistically between the control and THO groups. A trend toward slower healing was observed in the THO group. Healing of diabetic foot ulcers was not accelerated by THO in this study.
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Affiliation(s)
- C A Leslie
- University of Southern California School of Medicine, Los Angeles
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