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Dive into the research topics where Iago Hale is active.

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Featured researches published by Iago Hale.


Science | 2017

Wild emmer genome architecture and diversity elucidate wheat evolution and domestication

Raz Avni; Moran Nave; Omer Barad; Kobi Baruch; Sven O. Twardziok; Heidrun Gundlach; Iago Hale; Martin Mascher; Manuel Spannagl; Krystalee Wiebe; Katherine W. Jordan; Jasline Deek; Batsheva Ben-Zvi; Gil Ben-Zvi; Axel Himmelbach; Ron MacLachlan; Andrew G. Sharpe; Allan K. Fritz; Roi Ben-David; Hikmet Budak; Tzion Fahima; Abraham B. Korol; Justin D. Faris; Alvaro G. Hernandez; Mark A. Mikel; Avraham A. Levy; Brian J. Steffenson; Marco Maccaferri; Roberto Tuberosa; Luigi Cattivelli

Genomics and domestication of wheat Modern wheat, which underlies the diet of many across the globe, has a long history of selection and crosses among different species. Avni et al. used the Hi-C method of genome confirmation capture to assemble and annotate the wild allotetraploid wheat (Triticum turgidum). They then identified the putative causal mutations in genes controlling shattering (a key domestication trait among cereal crops). They also performed an exome capture–based analysis of domestication among wild and domesticated genotypes of emmer wheat. The findings present a compelling overview of the emmer wheat genome and its usefulness in an agricultural context for understanding traits in modern bread wheat. Science, this issue p. 93 A polyploid wheat genome assembly elucidates wheat domestication history. Wheat (Triticum spp.) is one of the founder crops that likely drove the Neolithic transition to sedentary agrarian societies in the Fertile Crescent more than 10,000 years ago. Identifying genetic modifications underlying wheat’s domestication requires knowledge about the genome of its allo-tetraploid progenitor, wild emmer (T. turgidum ssp. dicoccoides). We report a 10.1-gigabase assembly of the 14 chromosomes of wild tetraploid wheat, as well as analyses of gene content, genome architecture, and genetic diversity. With this fully assembled polyploid wheat genome, we identified the causal mutations in Brittle Rachis 1 (TtBtr1) genes controlling shattering, a key domestication trait. A study of genomic diversity among wild and domesticated accessions revealed genomic regions bearing the signature of selection under domestication. This reference assembly will serve as a resource for accelerating the genome-assisted improvement of modern wheat varieties.


Frontiers in Plant Science | 2014

A Vavilovian approach to discovering crop-associated microbes with potential to enhance plant immunity

Iago Hale; Kirk Broders; Gloria Iriarte

Through active associations with a diverse community of largely non-pathogenic microbes, a plant may be thought of as possessing an “extended genotype,” an interactive cross-organismal genome with potential, exploitable implications for plant immunity. The successful enrichment of plant microbiomes with beneficial species has led to numerous commercial applications, and the hunt for new biocontrol organisms continues. Increasingly flexible and affordable sequencing technologies, supported by increasingly comprehensive taxonomic databases, make the characterization of non-model crop-associated microbiomes a widely accessible research method toward this end; and such studies are becoming more frequent. A summary of this emerging literature reveals, however, the need for a more systematic research lens in the face of what is already a metagenomics data deluge. Considering the processes and consequences of crop evolution and domestication, we assert that the judicious integration of in situ crop wild relatives into phytobiome research efforts presents a singularly powerful tool for separating signal from noise, thereby facilitating a more efficient means of identifying candidate plant-associated microbes with the potential for enhancing the immunity and fitness of crop species.


Horticulture research | 2018

A roadmap for breeding orphan leafy vegetable species: a case study of Gynandropsis gynandra (Cleomaceae)

Eo Deedi Sogbohossou; Enoch G. Achigan-Dako; Patrick Maundu; Svein Solberg; Edgar M. S. Deguenon; Rita H. Mumm; Iago Hale; Allen Van Deynze; M. Eric Schranz

Despite an increasing awareness of the potential of “orphan” or unimproved crops to contribute to food security and enhanced livelihoods for farmers, coordinated research agendas to facilitate production and use of orphan crops by local communities are generally lacking. We provide an overview of the current knowledge on leafy vegetables with a focus on Gynandropsis gynandra, a highly nutritious species used in Africa and Asia, and highlight general and species-specific guidelines for participatory, genomics-assisted breeding of orphan crops. Key steps in genome-enabled orphan leafy vegetables improvement are identified and discussed in the context of Gynandropsis gynandra breeding, including: (1) germplasm collection and management; (2) product target definition and refinement; (3) characterization of the genetic control of key traits; (4) design of the ‘process’ for cultivar development; (5) integration of genomic data to optimize that ‘process’; (6) multi-environmental participatory testing and end-user evaluation; and (7) crop value chain development. The review discusses each step in detail, with emphasis on improving leaf yield, phytonutrient content, organoleptic quality, resistance to biotic and abiotic stresses and post-harvest management.Crop breeding: Tending the unattendedDeveloping the potential of neglected crops can improve food security and economic stability of impoverished farmers. Orphan crops are local, often indigenous, crop species which have been overlooked by research and underutilized as an agricultural resource. Eric Schranz of Wageningen University and his colleagues around the world have reviewed what is known about orphan leafy vegetables and provided guidelines to coordinate research into their breeding and cultivation. The guidelines include increasing awareness of orphan crop potential, collecting and characterizing wild varieties, implementing a breeding program based on modern genetics and genomics, and integrating the needs of key players throughout the process. Orphan leafy vegetables offer an excellent opportunity for small-scale farmers to feed and support themselves, but properly developing this resource requires a concerted effort from researchers, seed companies, policy-makers, farmers, and consumers.


PLOS ONE | 2017

GBS-Based Deconvolution of the Surviving North American Collection of Cold-Hardy Kiwifruit (Actinidia spp.) Germplasm

Arthur Tavares de Oliveira Melo; Robert S. Guthrie; Iago Hale; Yuepeng Han

Plant germplasm collections can be invaluable resources to plant breeders, provided they are well-characterized. After 140 years of acquisition and curation efforts by a wide and largely non-coordinated array of private and institutional actors, the current US collection of cold-hardy kiwifruit (Actinidia spp.) is rife with misclassifications, misnomers, and mix-ups. To facilitate the systematic improvement and resource-efficient curation of these species of long-recognized horticultural potential, we used genotyping-by-sequencing (GBS) data to deconvolute this historic collection. Evaluation of a total of 138 accessions (103 A. arguta, 28 A. kolomikta, and 7 A. polygama) with an interspecific set of 1,040 high-quality SNPs resulted in clear resolution of the three species. Intraspecific analysis (2,964 SNPs) within A. arguta revealed a significant level of redundancy (41.7%; only 60 unique genotypes out of 103 analyzed) and a sub-population structure reflecting likely geographic provenance, phenotypic classes, and hybrid pedigree. For A. kolomikta (3,425 SNPs), the level of accession redundancy was even higher (53.6%; 13 unique genotypes out of 28 analyzed); but no sub-structure was detected. Numerous instances were discovered of distinct genotypes sharing a common name, different names assigned to the same genotype, mistaken species assignments, and incorrect gender records, all critical information for both breeders and curators. In terms of method, this study demonstrates the practical and cost-effective use of GBS data to characterize plant genetic resources, despite ploidy differences and the lack of reference genomes. With the recent prohibition on further imports of Actinidia plant material into the country and with the active eradication of historic vines looming, this analysis of the US cold-hardy kiwifruit germplasm collection provides a timely assessment of the genetic resource base of an emerging, high-value specialty crop.


bioRxiv | 2018

Genome based QTL and meta-QTL analyses of thousand-kernel weight in tetraploid wheat

Raz Avni; Lea Oren; Guy Shabtai; Siwar Assili; Curtis J. Pozniak; Iago Hale; Roi Ben-David; Zvi Peleg; Assaf Distelfeld

The domestication and subsequent genetic improvement of wheat led to the development of large-seeded cultivated wheat species relative to their smaller-seeded wild progenitors. While increased grain weight (GW) continues to be an important goal of many wheat breeding programs, few genes underlying this trait have been identified despite an abundance of studies reporting quantitative trait loci (QTLs) for GW. Here we perform a QTL analysis for GW using a population of recombinant inbred lines (RILs) derived from the cross between wild emmer wheat accession 9Zavitan9 and durum wheat variety 9Svevo9. Identified QTLs in this population were anchored to the recent Zavitan reference genome, along with previously published QTLs for GW in tetraploid wheat. This genome-based, meta-QTL analysis enabled the identification of a locus on chromosome 6A whose introgression from wild wheat positively affects GW. The locus was validated using an introgression line carrying the 6A GW QTL region from Zavitan in a Svevo background, resulting in >8% increase in GW compared to Svevo. Using the reference sequence for the 6A QTL region, we identified a wheat ortholog to OsGRF4, a rice gene previously associated with GW. The coding sequence of this gene (TtGRF4-A) contains four SNPs between Zavitan and Svevo, one of which reveals the Zavitan allele to be rare in a core collection of wild emmer and completely absent from the domesticated emmer genepool. Similarly, another wild emmer accession (G18-16) was found to carry a rare allele of TtGRF4-A that also positively affects GW and is characterized by a unique SNP absent from the entire core collection. These results exemplify the rich genetic diversity of wild wheat, posit TtGRF4-A as a candidate gene underlying the 6A GW QTL, and suggest that the natural Zavitan and G18-16 alleles of TtGRF4-A have potential to increase wheat yields in breeding programs.Wheat domestication and subsequent improvement formed a wide phenotypic variation in Grain Weight (GW) between the domesticated wheat species and their wild progenitors. GW continues to be an important goal of many wheat-breeding programs and yet, although studies found many quantitative trait loci (QTLs) for GW, not many genes that underlay these loci were identified. Here we performed QTL analysis for GW using a Recombinant Inbred Line (RIL) population based of a cross between wild emmer wheat accession ‘Zavitan’ and durum wheat variety ‘Svevo’. Using the recent Zavitan genome assembly, we anchored the identified QTLs to the reference sequence and added the positions of previously published QTLs for GW in tetraploid wheat. This genome based meta-QTL analysis enabled us to identify a locus on chromosome 6A with a positive effect on GW that was contributed by wild wheat in a few studies. This locus was validated using an introgression line that contains the 6A GW QTL from Zavitan in the background of Svevo with higher grain weight. Using the reference sequence and genes associated with GW from rice, we were able to identify a wheat ortholog in the 6A QTL region to rice gene, OsGRF4. The coding sequence of this gene, TtGRF4-A, showed four SNPs between Zavitan and Svevo. Molecular marker developed for the first SNP showed that the Zavitan allele of TtGRF4-A is rare in a core collection of wild emmer and absent in domesticated emmer genepool. We suggest that TtGRF4-A is a candidate underlying the 6A GW QTL and breeding with its natural Zavitan allele may have the potential to increase wheat yields.


Rhodora | 2018

Occurrence of Knotweed Hybrid, Fallopia × bohemica (Polygonaceae) in New Hampshire

Lyla H. Strassel; Bryan A. Connolly; Radhika Bartaula; Iago Hale

Fallopia3bohemica (Chrtek & Chrtková) J. P. Bailey, Polygonaceae, is an interspecific hybrid between Fallopia japonica (Houtt.) R. Decr. (Japanese knotweed) and Fallopia sachalinensis (F. S. Petrop ex Maxim) R. Decr. (Giant knotweed), following nomenclature in Haines 2011. Both parental species are typically found in anthropogenic or disturbed areas, although they may also be found near bodies of water and within ecotones (Haines 2011). Fallopia japonica and F. sachalinensis are native to eastern Asia (Japan, Korea and parts of China), and are now naturalized in many parts of the United States and Canada. Fallopia japonica has become a well-known invasive in the New England states (Haines 2011; Merhoff et al. 2003). Whereas Fallopia 3 bohemica is considered infrequent, it is possible that the nothospecies is under-documented. The leaves of the hybrid are intermediate in size between the 15 to 40 3 7 to 25cm leaves of F. sachalinensis and the 15 3 8-10cm leaves of F. japonica (Haines 2011; Bailey et al. 1996; Invasive Species Compendium 2016). In addition, F. 3 bohemica has relatively short, unicellular hairs on the abaxial surface of the leaves while F. sachalinensis has long (0.2-0.6 mm) multicellular abaxial hairs, and F. japonica has small projections, but lacks true hairs. (Freeman and Hinds 1993þþ, Zika and Jacobson 2003). Fallopia 3 bohemica, like its parent F. japonica, may have invasive tendencies; therefore monitoring its occurrence and distribution is warranted. The


Journal of Experimental Botany | 2018

An interspecific barberry hybrid enables genetic dissection of non-host resistance to the stem rust pathogen Puccinia graminis

Radhika Bartaula; Arthur Tavares de Oliveira Melo; Bryan A. Connolly; Yue Jin; Iago Hale

This study demonstrates for the first time the feasibility of dissecting the genetic mechanism of non-host resistance to the stem rust pathogen in its ancestral host genus Berberis.


Bioinformatics | 2018

Expanded functionality, increased accuracy, and enhanced speed in the de novo genotyping-by-sequencing pipeline GBS-SNP-CROP

Arthur Tavares de Oliveira Melo; Iago Hale

Abstract Summary GBS-SNP-CROP is a bioinformatics pipeline originally developed to support the cost-effective genome-wide characterization of plant genetic resources through paired-end genotyping-by-sequencing (GBS), particularly in the absence of a reference genome. Since its 2016 release, the pipeline’s functionality has greatly expanded, its computational efficiency has improved, and its applicability to a broad set of genomic studies for both plants and animals has been demonstrated. This note details the suite of improvements to date, as realized in GBS-SNP-CROP v.4.0, with specific attention paid to a new integrated metric that facilitates reliable variant identification despite the complications of homologs. Using the new de novo GBS read simulator GBS-Pacecar, also introduced in this note, results show an improvement in overall pipeline accuracy from 66% (v.1.0) to 84% (v.4.0), with a time saving of ∼70%. Both GBS-SNP-CROP versions significantly outperform TASSEL-UNEAK; and v.4.0 resolves the issue of non-overlapping variant calls observed between UNEAK and v.1.0. Availability and implementation GBS-SNP-CROP source code and user manual are available at https://github.com/halelab/GBS-SNP-CROP. The GBS read simulator GBS-Pacecar is available at https://github.com/halelab/GBS-Pacecar. Supplementary information Supplementary data are available at Bioinformatics online.


Frontiers in Plant Science | 2017

Characterization and Mapping of Leaf Rust and Stripe Rust Resistance Loci in Hexaploid Wheat Lines UC1110 and PI610750 under Mexican Environments

Caixia Lan; Iago Hale; S. A. Herrera-Foessel; Bhoja R. Basnet; Mandeep S. Randhawa; Julio Huerta-Espino; Jorge Dubcovsky; Ravi P. Singh

Growing resistant wheat varieties is a key method of minimizing the extent of yield losses caused by the globally important wheat leaf rust (LR) and stripe rust (YR) diseases. In this study, a population of 186 F8 recombinant inbred lines (RILs) derived from a cross between a synthetic wheat derivative (PI610750) and an adapted common wheat line (cv. “UC1110”) were phenotyped for LR and YR response at both seedling and adult plant stages over multiple seasons. Using a genetic linkage map consisting of single sequence repeats and diversity arrays technology markers, in combination with inclusive composite interval mapping analysis, we detected a new LR adult plant resistance (APR) locus, QLr.cim-2DS, contributed by UC1110. One co-located resistance locus to both rusts, QLr.cim-3DC/QYr.cim-3DC, and the known seedling resistance gene Lr26 were also mapped. QLr.cim-2DS and QLr.cim-3DC showed a marginally significant interaction for LR resistance in the adult plant stage. In addition, two previously reported YR APR loci, QYr.ucw-3BS and Yr48, were found to exhibit stable performances in rust environments in both Mexico and the United States and showed a highly significant interaction in the field. Yr48 was also observed to confer intermediate seedling resistance against Mexican YR races, thus suggesting it should be re-classified as an all-stage resistance gene. We also identified 5 and 2 RILs that possessed all detected YR and LR resistance loci, respectively. With the closely linked molecular markers reported here, these RILs could be used as donors for multiple resistance loci to both rusts in wheat breeding programs.


F1000Research | 2017

Early fruiting in Synsepalum dulcificum (Schumach. & Thonn.) Daniell juveniles induced by water and inorganic nutrient management

Dèdéou A. Tchokponhoué; Sognigbé N'Danikou; Iago Hale; Allen Van Deynze; Enoch G. Achigan-Dako

Background. The miracle plant, Synsepalum dulcificum (Schumach. & Thonn.) Daniell is a native African orphan crop species that has recently received increased attention due to its promise as a sweetener and source of antioxidants in both the food and pharmaceutical industries. However, a major obstacle to the species’ widespread utilization is its relatively slow growth rate and prolonged juvenile period. Method. In this study, we tested twelve treatments made up of various watering regimes and exogenous nutrient application (nitrogen, phosphorus and potassium, at varying dosages) on the relative survival, growth, and reproductive development of 15-months-old S. dulcificum juveniles. Results. While the plants survived under most tested growing conditions, nitrogen application at doses higher than 1.5 g [seedling] -1 was found to be highly detrimental, reducing survival to 0%. The treatment was found to affect all growth traits, and juveniles that received a combination of nitrogen, phosphorus, and potassium (each at a rate of 1.5 g [seedling] -1), in addition to daily watering, exhibited the most vegetative growth. The simple daily provision of adequate water was found to greatly accelerate the transition to reproductive maturity in the species (from >36 months to an average of 23 months), whereas nutrient application affected the length of the reproductive phase within a season, as well as the fruiting intensity. Conclusions. This study highlights the beneficial effect of water supply and fertilization on both vegetative and reproductive growth in S. dulcificum. Water supply appeared to be the most important factor unlocking flowering in the species, while the combination of nitrogen, phosphorus and potassium at the dose of 1.5 g (for all) consistently exhibited the highest performance for all growth and yield traits. These findings will help intensify S. dulcificum’s breeding and horticultural development.

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Bryan A. Connolly

Framingham State University

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Radhika Bartaula

University of New Hampshire

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Jorge Dubcovsky

Howard Hughes Medical Institute

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Kirk Broders

University of New Hampshire

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