367 results on '"Wilhelm Gruissem"'
Search Results
2. Mutations in DNA polymerase δ subunit 1 co-segregate with CMD2-type resistance to Cassava Mosaic Geminiviruses
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Yi-Wen Lim, Ben N. Mansfeld, Pascal Schläpfer, Kerrigan B. Gilbert, Narayanan N. Narayanan, Weihong Qi, Qi Wang, Zhenhui Zhong, Adam Boyher, Jackson Gehan, Getu Beyene, Zuh-Jyh Daniel Lin, Williams Esuma, Suhua Feng, Christelle Chanez, Nadine Eggenberger, Gerald Adiga, Titus Alicai, Steven E. Jacobsen, Nigel J. Taylor, Wilhelm Gruissem, and Rebecca S. Bart
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Science - Abstract
Cassava mosaic disease is caused by geminiviruses and suppresses cassava yields throughout the tropics. Here, the authors show that mutations in MePOLD1, encoding DNA polymerase δ subunit 1, co-segregate with CMD2, the major source of genetic resistance for this disease.
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- 2022
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3. A promoter toolbox for tissue-specific expression supporting translational research in cassava (Manihot esculenta)
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Wolfgang Zierer, Ravi Bodampalli Anjanappa, Christian Erwin Lamm, Shu-Heng Chang, Wilhelm Gruissem, and Uwe Sonnewald
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cassava ,biotechnology ,promoter ,storage root ,parenchyma ,phloem ,Plant culture ,SB1-1110 - Abstract
There is an urgent need to stimulate agricultural output in many tropical and subtropical countries of the world to combat hunger and malnutrition. The starchy crop cassava (Manihot esculenta), growing even under sub-optimal conditions, is a key staple food in these regions, providing millions of people with food. Cassava biotechnology is an important technique benefiting agricultural progress, but successful implementation of many biotechnological concepts depends on the availability of the right spatiotemporal expression tools. Yet, well-characterized cassava promoters are scarce in the public domain. In this study, we investigate the promoter activity and tissue specificity of 24 different promoter elements in stably transformed cassava plants. We show that many of the investigated promoters, especially from other species, have surprisingly low activity and/or tissue specificity, but feature several promoter sequences that can drive tissue-specific expression in either autotrophic-, transport- or storage tissues. We especially highlight pAtCAB1, pMePsbR, and pSlRBCS2 as strong and specific source promoters, pAtSUC2, pMeSWEET1-like, and pMeSUS1 as valuable tools for phloem and phloem parenchyma expression, and pStB33, pMeGPT, pStGBSS1, as well as pStPatatin Class I, as strong and specific promoters for heterotrophic storage tissues. We hope that the provided information and sequences prove valuable to the cassava community by contributing to the successful implementation of biotechnological concepts aimed at the improvement of cassava nutritional value and productivity.
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- 2022
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4. Natural Variation in Vitamin B1 and Vitamin B6 Contents in Rice Germplasm
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Nathalie Mangel, Jared B. Fudge, Wilhelm Gruissem, Teresa B. Fitzpatrick, and Hervé Vanderschuren
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rice ,vitamin B1 ,vitamin B6 ,natural variation ,germplasm ,biofortification ,Plant culture ,SB1-1110 - Abstract
Insufficient dietary intake of micronutrients contributes to the onset of deficiencies termed hidden hunger—a global health problem affecting approximately 2 billion people. Vitamin B1 (thiamine) and vitamin B6 (pyridoxine) are essential micronutrients because of their roles as enzymatic cofactors in all organisms. Metabolic engineering attempts to biofortify rice endosperm—a poor source of several micronutrients leading to deficiencies when consumed monotonously—have led to only minimal improvements in vitamin B1 and B6 contents. To determine if rice germplasm could be exploited for biofortification of rice endosperm, we screened 59 genetically diverse accessions under greenhouse conditions for variation in vitamin B1 and vitamin B6 contents across three tissue types (leaves, unpolished and polished grain). Accessions from low, intermediate and high vitamin categories that had similar vitamin levels in two greenhouse experiments were chosen for in-depth vitamer profiling and selected biosynthesis gene expression analyses. Vitamin B1 and B6 contents in polished seeds varied almost 4-fold. Genes encoding select vitamin B1 and B6 biosynthesis de novo enzymes (THIC for vitamin B1, PDX1.3a–c and PDX2 for vitamin B6) were differentially expressed in leaves across accessions contrasting in their respective vitamin contents. These expression levels did not correlate with leaf and unpolished seed vitamin contents, except for THIC expression in leaves that was positively correlated with total vitamin B1 contents in polished seeds. This study expands our knowledge of diversity in micronutrient traits in rice germplasm and provides insights into the expression of genes for vitamin B1 and B6 biosynthesis in rice.
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- 2022
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5. Multiplying the efficiency and impact of biofortification through metabolic engineering
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Dominique Van Der Straeten, Navreet K. Bhullar, Hans De Steur, Wilhelm Gruissem, Donald MacKenzie, Wolfgang Pfeiffer, Matin Qaim, Inez Slamet-Loedin, Simon Strobbe, Joe Tohme, Kurniawan Rudi Trijatmiko, Hervé Vanderschuren, Marc Van Montagu, Chunyi Zhang, and Howarth Bouis
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Science - Abstract
Biofortification is an effective means to reduce micronutrient malnutrition. Here, the authors review recent advances in biofortification and propose stacking multiple micronutrient traits into high-yielding varieties through the combination of conventional breeding and genetic engineering approaches.
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- 2020
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6. Genome Wide Analysis of the Transcriptional Profiles in Different Regions of the Developing Rice Grains
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Ting-Ying Wu, Marlen Müller, Wilhelm Gruissem, and Navreet K. Bhullar
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RNA-sequencing ,Rice grain filling ,Laser capture microdissection ,Cross cells ,Nucellar epidermis ,Ovular vascular trace ,Plant culture ,SB1-1110 - Abstract
Abstract Background Rice is an important food source for humans worldwide. Because of its nutritional and agricultural significance, a number of studies addressed various aspects of rice grain development and grain filling. Nevertheless, the molecular processes underlying grain filling and development, and in particular the contributions of different grain tissues to these processes, are not understood. Main Text Using RNA-sequencing, we profiled gene expression activity in grain tissues comprised of cross cells (CC), the nucellar epidermis (NE), ovular vascular trace (OVT), endosperm (EN) and the aleurone layer (AL). These tissues were dissected using laser capture microdissection (LCM) at three distinct grain development stages. The mRNA expression datasets offer comprehensive and new insights into the gene expression patterns in different rice grain tissues and their contributions to grain development. Comparative analysis of the different tissues revealed their similar and/or unique functions, as well as the spatio-temporal regulation of common and tissue-specific genes. The expression patterns of genes encoding hormones and transporters indicate an important role of the OVT tissue in metabolite transport during grain development. Gene co-expression network prediction on OVT-specific genes identified several distinct and common development-specific transcription factors. Further analysis of enriched DNA sequence motifs proximal to OVT-specific genes revealed known and novel DNA sequence motifs relevant to rice grain development. Conclusion Together, the dataset of gene expression in rice grain tissues is a novel and useful resource for further work to dissect the molecular and metabolic processes during rice grain development.
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- 2020
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7. Haplotype-resolved genomes of geminivirus-resistant and geminivirus-susceptible African cassava cultivars
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Joel-E. Kuon, Weihong Qi, Pascal Schläpfer, Matthias Hirsch-Hoffmann, Philipp Rogalla von Bieberstein, Andrea Patrignani, Lucy Poveda, Stefan Grob, Miyako Keller, Rie Shimizu-Inatsugi, Ueli Grossniklaus, Hervé Vanderschuren, and Wilhelm Gruissem
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Cassava genomes ,Cassava mosaic disease ,Haplotigs ,Optical mapping ,Chromosome proximity ligation ,Transposable elements ,Biology (General) ,QH301-705.5 - Abstract
Abstract Background Cassava is an important food crop in tropical and sub-tropical regions worldwide. In Africa, cassava production is widely affected by cassava mosaic disease (CMD), which is caused by the African cassava mosaic geminivirus that is transmitted by whiteflies. Cassava breeders often use a single locus, CMD2, for introducing CMD resistance into susceptible cultivars. The CMD2 locus has been genetically mapped to a 10-Mbp region, but its organization and genes as well as their functions are unknown. Results We report haplotype-resolved de novo assemblies and annotations of the genomes for the African cassava cultivar TME (tropical Manihot esculenta), which is the origin of CMD2, and the CMD-susceptible cultivar 60444. The assemblies provide phased haplotype information for over 80% of the genomes. Haplotype comparison identified novel features previously hidden in collapsed and fragmented cassava genomes, including thousands of allelic variants, inter-haplotype diversity in coding regions, and patterns of diversification through allele-specific expression. Reconstruction of the CMD2 locus revealed a highly complex region with nearly identical gene sets but limited microsynteny between the two cultivars. Conclusions The genome maps of the CMD2 locus in both 60444 and TME3, together with the newly annotated genes, will help the identification of the causal genetic basis of CMD2 resistance to geminiviruses. Our de novo cassava genome assemblies will also facilitate genetic mapping approaches to narrow the large CMD2 region to a few candidate genes for better informed strategies to develop robust geminivirus resistance in susceptible cassava cultivars.
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- 2019
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8. Linking CRISPR-Cas9 interference in cassava to the evolution of editing-resistant geminiviruses
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Devang Mehta, Alessandra Stürchler, Ravi B. Anjanappa, Syed Shan-e-Ali Zaidi, Matthias Hirsch-Hoffmann, Wilhelm Gruissem, and Hervé Vanderschuren
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Geminivirus ,CRISPR-Cas9 ,Plant immunity ,Genetic engineering ,Cassava ,ACMV ,Biology (General) ,QH301-705.5 ,Genetics ,QH426-470 - Abstract
Abstract Background Geminiviruses cause damaging diseases in several important crop species. However, limited progress has been made in developing crop varieties resistant to these highly diverse DNA viruses. Recently, the bacterial CRISPR/Cas9 system has been transferred to plants to target and confer immunity to geminiviruses. In this study, we use CRISPR-Cas9 interference in the staple food crop cassava with the aim of engineering resistance to African cassava mosaic virus, a member of a widespread and important family (Geminiviridae) of plant-pathogenic DNA viruses. Results Our results show that the CRISPR system fails to confer effective resistance to the virus during glasshouse inoculations. Further, we find that between 33 and 48% of edited virus genomes evolve a conserved single-nucleotide mutation that confers resistance to CRISPR-Cas9 cleavage. We also find that in the model plant Nicotiana benthamiana the replication of the novel, mutant virus is dependent on the presence of the wild-type virus. Conclusions Our study highlights the risks associated with CRISPR-Cas9 virus immunity in eukaryotes given that the mutagenic nature of the system generates viral escapes in a short time period. Our in-depth analysis of virus populations also represents a template for future studies analyzing virus escape from anti-viral CRISPR transgenics. This is especially important for informing regulation of such actively mutagenic applications of CRISPR-Cas9 technology in agriculture.
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- 2019
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9. Efficient Genetic Transformation and Regeneration of a Farmer-Preferred Cassava Cultivar From Ghana
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Wilfred Elegba, Emily McCallum, Wilhelm Gruissem, and Hervé Vanderschuren
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cassava ,organized embryogenic structures ,friable embryogenic callus ,shoot regeneration ,farmer-preferred cultivars ,flow cytometry ,Plant culture ,SB1-1110 - Abstract
Cassava is an important staple crop that provides food and income for about 700 million Africans. Cassava productivity in Africa is limited by viral diseases, mainly cassava mosaic disease (CMD) and cassava brown streak disease (CBSD). Genetic barriers such as high heterozygosity, allopolyploidy, poor seed set, and irregular flowering constrain the development of virus-resistant cassava varieties via conventional breeding. Genetic transformation represents a valuable tool to circumvent several challenges associated with the development of virus resistance and other valuable agronomic traits in cassava. The implementation of genetic transformation in many local African cultivars is limited either by the difficulty to produce friable embryogenic callus (FEC), low transformation, and/or regeneration efficiencies. Here, we report the successful induction of organized embryogenic structures (OES) in 11 farmer-preferred cultivars locally grown in Ghana. The production of high quality FEC from one local cultivar, ADI 001, facilitated its genetic transformation with high shoot regeneration and selection efficiency, comparable to the model cassava cultivar 60444. We show that using flow cytometry for analysis of nuclear ploidy in FEC tissues prior to genetic transformation ensures the selection of genetically uniform FEC tissue for transformation. The high percentage of single insertion events in transgenic lines indicates the suitability of the ADI 001 cultivar for the introduction of virus resistance and other useful agronomic traits into the farmer-preferred cassava germplasm in Ghana and Africa.
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- 2021
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10. Cassava geminivirus agroclones for virus-induced gene silencing in cassava leaves and roots
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Ezequiel Matias Lentz, Joel-Elias Kuon, Adrian Alder, Nathalie Mangel, Ima M. Zainuddin, Emily Jane McCallum, Ravi Bodampalli Anjanappa, Wilhelm Gruissem, and Hervé Vanderschuren
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Cassava ,VIGS ,ACMV ,Geminivirus ,Agrobacterium tumefaciens ,Gene silencing ,Plant culture ,SB1-1110 ,Biology (General) ,QH301-705.5 - Abstract
Abstract Aim We report the construction of a Virus-Induced Gene Silencing (VIGS) vector and an agroinoculation protocol for gene silencing in cassava (Manihot esculenta Crantz) leaves and roots. The African cassava mosaic virus isolate from Nigeria (ACMV-[NOg]), which was initially cloned in a binary vector for agroinoculation assays, was modified for application as VIGS vector. The functionality of the VIGS vector was validated in Nicotiana benthamiana and subsequently applied in wild-type and transgenic cassava plants expressing the uidA gene under the control of the CaMV 35S promoter in order to facilitate the visualization of gene silencing in root tissues. VIGS vectors were targeted to the Mg2+-chelatase gene in wild type plants and both the coding and promoter sequences of the 35S::uidA transgene in transgenic plants to induce silencing. We established an efficient agro-inoculation method with the hyper-virulent Agrobacterium tumefaciens strain AGL1, which allows high virus infection rates. The method can be used as a low-cost and rapid high-throughput evaluation of gene function in cassava leaves, fibrous roots and storage roots. Background VIGS is a powerful tool to trigger transient sequence-specific gene silencing in planta. Gene silencing in different organs of cassava plants, including leaves, fibrous and storage roots, is useful for the analysis of gene function. Results We developed an African cassava mosaic virus—based VIGS vector as well as a rapid and efficient agro-inoculation protocol to inoculate cassava plants. The VIGS vector was validated by targeting endogenous genes from Nicotiana benthamiana and cassava as well as the uidA marker gene in transgenic cassava for visualization of gene silencing in cassava leaves and roots. Conclusions The African cassava mosaic virus—based VIGS vector allows efficient and cost-effective inoculation of cassava for high-throughput analysis of gene function in cassava leaves and roots.
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- 2018
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11. Photoperiodic control of the Arabidopsis proteome reveals a translational coincidence mechanism
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Daniel D Seaton, Alexander Graf, Katja Baerenfaller, Mark Stitt, Andrew J Millar, and Wilhelm Gruissem
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circadian rhythms ,metabolism ,photoperiod ,proteomics ,seasonality ,Biology (General) ,QH301-705.5 ,Medicine (General) ,R5-920 - Abstract
Abstract Plants respond to seasonal cues such as the photoperiod, to adapt to current conditions and to prepare for environmental changes in the season to come. To assess photoperiodic responses at the protein level, we quantified the proteome of the model plant Arabidopsis thaliana by mass spectrometry across four photoperiods. This revealed coordinated changes of abundance in proteins of photosynthesis, primary and secondary metabolism, including pigment biosynthesis, consistent with higher metabolic activity in long photoperiods. Higher translation rates in the day than the night likely contribute to these changes, via an interaction with rhythmic changes in RNA abundance. Photoperiodic control of protein levels might be greatest only if high translation rates coincide with high transcript levels in some photoperiods. We term this proposed mechanism “translational coincidence”, mathematically model its components, and demonstrate its effect on the Arabidopsis proteome. Datasets from a green alga and a cyanobacterium suggest that translational coincidence contributes to seasonal control of the proteome in many phototrophic organisms. This may explain why many transcripts but not their cognate proteins exhibit diurnal rhythms.
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- 2018
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12. Single genetic locus improvement of iron, zinc and β-carotene content in rice grains
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Simrat Pal Singh, Wilhelm Gruissem, and Navreet K. Bhullar
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Medicine ,Science - Abstract
Abstract Nearly half of the world’s population obtains its daily calories from rice grains, which lack or have insufficient levels of essential micronutrients. The deficiency of micronutrients vital for normal growth is a global health problem, and iron, zinc and vitamin A deficiencies are the most prevalent ones. We developed rice lines expressing Arabidopsis NICOTIANAMINE SYNTHASE 1 (AtNAS1), bean FERRITIN (PvFERRITIN), bacterial CAROTENE DESATURASE (CRTI) and maize PHYTOENE SYNTHASE (ZmPSY) in a single genetic locus in order to increase iron, zinc and β-carotene content in the rice endosperm. NAS catalyzes the synthesis of nicotianamine (NA), which is a precursor of deoxymugeneic acid (DMA) iron and zinc chelators, and also chelate iron and zinc for long distance transport. FERRITIN provides efficient storage of up to 4500 iron ions. PSY catalyzes the conversion of GGDP to phytoene, and CRTI performs the function of desaturases required for the synthesis of β-carotene from phytoene. All transgenic rice lines have significantly increased β-carotene, iron, and zinc content in the polished rice grains. Our results establish a proof-of-concept for multi-nutrient enrichment of rice grains from a single genetic locus, thus offering a sustainable and effective approach to address different micronutrient deficiencies at once.
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- 2017
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13. Genome-scale analysis of regulatory protein acetylation enzymes from photosynthetic eukaryotes
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R. Glen Uhrig, Pascal Schläpfer, Devang Mehta, Matthias Hirsch-Hoffmann, and Wilhelm Gruissem
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Protein Acetylation ,Photosynthetic eukaryotes ,Post-translational modifications ,Lysine Acetyltransferase ,Lysine Deacetylase ,Genomics ,Biotechnology ,TP248.13-248.65 ,Genetics ,QH426-470 - Abstract
Abstract Background Reversible protein acetylation occurring on Lys-Ne has emerged as a key regulatory post-translational modification in eukaryotes. It is mediated by two groups of enzymes: lysine acetyltransferases (KATs) and lysine deacetylases (KDACs) that catalyze the addition and removal of acetyl groups from target proteins. Estimates indicate that protein acetylation is second to protein phosphorylation in abundance, with thousands of acetylated sites now identified in different subcellular compartments. Considering the important regulatory role of protein phosphorylation, elucidating the diversity of KATs and KDACs across photosynthetic eukaryotes is essential in furthering our understanding of the impact of reversible protein acetylation on plant cell processes. Results We report a genome-scale analysis of lysine acetyltransferase (KAT)- and lysine deacetylase (KDAC)-families from 53 photosynthetic eukaryotes. KAT and KDAC orthologs were identified in sequenced genomes ranging from glaucophytes and algae to land plants and then analyzed for evolutionary relationships. Based on consensus molecular phylogenetic and subcellular localization data we found new sub-classes of enzymes in established KAT- and KDAC-families. Specifically, we identified a non-photosynthetic origin of the HD-tuin family KDACs, a new monocot-specific Class I HDA-family sub-class, and a phylogenetically distinct Class II algal/heterokont sub-class which maintains an ankyrin domain not conserved in land plant Class II KDACs. Protein structure analysis showed that HDA- and SRT-KDACs exist as bare catalytic subunits with highly conserved median protein length, while all KATs maintained auxiliary domains, with CBP- and TAFII250-KATs displaying protein domain gain and loss over the course of photosynthetic eukaryote evolution in addition to variable protein length. Lastly, promoter element enrichment analyses across species revealed conserved cis-regulatory sequences that support KAT and KDAC involvement in the regulation of plant development, cold/drought stress response, as well as cellular processes such as the circadian clock. Conclusions Our results reveal new evolutionary, structural, and biological insights into the KAT- and KDAC-families of photosynthetic eukaryotes, including evolutionary parallels to protein kinases and protein phosphatases. Further, we provide a comprehensive annotation framework through our extensive phylogenetic analysis, from which future research investigating aspects of protein acetylation in plants can use to position new findings in a broader context.
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- 2017
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14. Characterization of Brown Streak Virus–Resistant Cassava
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Ravi B. Anjanappa, Devang Mehta, M. N. Maruthi, Edward Kanju, Wilhelm Gruissem, and Hervé Vanderschuren
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Microbiology ,QR1-502 ,Botany ,QK1-989 - Abstract
Cassava brown streak disease (CBSD) has become a major constraint to cassava production in East and Central Africa. The identification of new sources of CBSD resistance is essential to deploy CBSD mitigation strategies, as the disease is progressing westwards to new geographical areas. A stringent infection method based on top cleft–grafting combined with precise virus titer quantitation was utilized to screen 14 cassava cultivars and elite breeding lines. When inoculated with mixed infections of Cassava brown streak virus (CBSV) and Ugandan cassava brown streak virus (UCBSV), the scions of elite breeding lines KBH 2006/18 and KBH 2006/26 remained symptom-free during a 16-week period of virus graft inoculation, while susceptible varieties displayed typical CBSD infection symptoms at 4 weeks after grafting. The identified CBSD resistance was stable under the coinoculation of CBSV and UCBSV with cassava geminiviruses. Double-grafting experiments revealed that transmission of CBSV and UCBSV to CBSD-susceptible top scions was delayed when using intermediate scions of elite breeding lines KBH 2006/18 and KBH 2006/26. Nonetheless, comparison of virus systemic movement using scions from KBH2006/18 and a transgenic CBSD resistant 60444 line (60444-Hp9 line) showed that both CBSV and UCBSV move at undetectable levels through the stems. Further, protoplast-based assays of virus titers showed that the replication of CBSV is inhibited in the resistant line KBH2006/18, suggesting that the identified CBSD resistance is at least partially based on inhibition of virus replication. Our molecular characterization of CBSD resistance in cassava offers a robust virus-host system to further investigate the molecular determinants of CBSD resistance.
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- 2016
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15. Screening for Resistance in Farmer-Preferred Cassava Cultivars from Ghana to a Mixed Infection of CBSV and UCBSV
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Wilfred Elegba, Wilhelm Gruissem, and Hervé Vanderschuren
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cassava brown streak disease ,resistance screening ,quantitative reverse transcription PCR ,top graft-inoculation ,virus detection ,cassava germplasm ,Botany ,QK1-989 - Abstract
Cassava brown streak disease (CBSD) caused by the Cassava brown streak virus (CBSV) and Ugandan cassava brown streak virus (UCBSV) is a threat to cassava production in Africa. The potential spread of CBSD into West Africa is a cause for concern, therefore screening for resistance in farmer-preferred genotypes is crucial for effective control and management. We multiplied a selection of eleven cassava cultivars grown by farmers in Ghana to test their response to a mixed infection of CBSV (TAZ-DES-01) and UCBSV (TAZ-DES-02) isolates using a stringent top-cleft graft inoculation method. Virus titers were quantified in the inoculated scions and cuttings propagated from the inoculated scions to assess virus accumulation and recovery. All cultivars were susceptible to the mixed infection although their response and symptom development varied. In the propagated infected scions, CBSV accumulated at higher titers in leaves of eight of the eleven cultivars. Visual scoring of storage roots from six-month-old virus-inoculated plants revealed the absence of CBSD-associated necrosis symptoms and detectable titers of CBSVs in the cultivar, IFAD. Although all eleven cultivars supported the replication of CBSV and UCBSV in their leaves, the absence of virus replication and CBSD-associated symptoms in the roots of some cultivars could be used as criteria to rapidly advance durable CBSD tolerance using breeding and genetic engineering approaches.
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- 2020
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16. The KnownLeaf literature curation system captures knowledge about Arabidopsis leaf growth and development and facilitates integrated data mining
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Dóra Szakonyi, Sofie Van Landeghem, Katja Baerenfaller, Lieven Baeyens, Jonas Blomme, Rubén Casanova-Sáez, Stefanie De Bodt, David Esteve-Bruna, Fabio Fiorani, Nathalie Gonzalez, Jesper Grønlund, Richard G.H. Immink, Sara Jover-Gil, Asuka Kuwabara, Tamara Muñoz-Nortes, Aalt D.J. van Dijk, David Wilson-Sánchez, Vicky Buchanan-Wollaston, Gerco C. Angenent, Yves Van de Peer, Dirk Inzé, José Luis Micol, Wilhelm Gruissem, Sean Walsh, and Pierre Hilson
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Arabidopsis ,Leaf growth ,Literature curation ,Data integration ,Botany ,QK1-989 - Abstract
The information that connects genotypes and phenotypes is essentially embedded in research articles written in natural language. To facilitate access to this knowledge, we constructed a framework for the curation of the scientific literature studying the molecular mechanisms that control leaf growth and development in Arabidopsis thaliana (Arabidopsis). Standard structured statements, called relations, were designed to capture diverse data types, including phenotypes and gene expression linked to genotype description, growth conditions, genetic and molecular interactions, and details about molecular entities. Relations were then annotated from the literature, defining the relevant terms according to standard biomedical ontologies. This curation process was supported by a dedicated graphical user interface, called Leaf Knowtator. A total of 283 primary research articles were curated by a community of annotators, yielding 9947 relations monitored for consistency and over 12,500 references to Arabidopsis genes. This information was converted into a relational database (KnownLeaf) and merged with other public Arabidopsis resources relative to transcriptional networks, protein–protein interaction, gene co-expression, and additional molecular annotations. Within KnownLeaf, leaf phenotype data can be searched together with molecular data originating either from this curation initiative or from external public resources. Finally, we built a network (LeafNet) with a portion of the KnownLeaf database content to graphically represent the leaf phenotype relations in a molecular context, offering an intuitive starting point for knowledge mining. Literature curation efforts such as ours provide high quality structured information accessible to computational analysis, and thereby to a wide range of applications. DATA: The presented work was performed in the framework of the AGRON-OMICS project (Arabidopsis GRO wth Network integrating OMICS technologies) supported by European Commission 6th Framework Programme project (Grant number LSHG-CT-2006-037704). This is a data integration and data sharing portal collecting all the all the major results from the consortium. All data presented in our paper is available here. https://agronomics.ethz.ch/.
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- 2015
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17. A long photoperiod relaxes energy management in Arabidopsis leaf six
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Katja Baerenfaller, Catherine Massonnet, Lars Hennig, Doris Russenberger, Ronan Sulpice, Sean Walsh, Mark Stitt, Christine Granier, and Wilhelm Gruissem
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Photoperiod ,Arabidopsis thaliana ,Leaf growth ,Proteomics ,iTRAQ ,Transcriptomics ,Tiling array ,Phenotyping ,Botany ,QK1-989 - Abstract
Plants adapt to the prevailing photoperiod by adjusting growth and flowering to the availability of energy. To understand the molecular changes involved in adaptation to a long-day condition we comprehensively profiled leaf six at the end of the day and the end of the night at four developmental stages on Arabidopsis thaliana plants grown in a 16 h photoperiod, and compared the profiles to those from leaf 6 of plants grown in a 8 h photoperiod. When Arabidopsis is grown in a long-day photoperiod individual leaf growth is accelerated but whole plant leaf area is decreased because total number of rosette leaves is restricted by the rapid transition to flowering. Carbohydrate measurements in long- and short-day photoperiods revealed that a long photoperiod decreases the extent of diurnal turnover of carbon reserves at all leaf stages. At the transcript level we found that the long-day condition has significantly reduced diurnal transcript level changes than in short-day condition, and that some transcripts shift their diurnal expression pattern. Functional categorisation of the transcripts with significantly different levels in short and long day conditions revealed photoperiod-dependent differences in RNA processing and light and hormone signalling, increased abundance of transcripts for biotic stress response and flavonoid metabolism in long photoperiods, and for photosynthesis and sugar transport in short photoperiods. Furthermore, we found transcript level changes consistent with an early release of flowering repression in the long-day condition. Differences in protein levels between long and short photoperiods mainly reflect an adjustment to the faster growth in long photoperiods. In summary, the observed differences in the molecular profiles of leaf six grown in long- and short-day photoperiods reveal changes in the regulation of metabolism that allow plants to adjust their metabolism to the available light. The data also suggest that energy management is in the two photoperiods fundamentally different as a consequence of photoperiod-dependent energy constraints.
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- 2015
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18. Parallel analysis of Arabidopsis circadian clock mutants reveals different scales of transcriptome and proteome regulation
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Alexander Graf, Diana Coman, R. Glen Uhrig, Sean Walsh, Anna Flis, Mark Stitt, and Wilhelm Gruissem
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circadian clock ,photoperiod ,transcriptomics ,proteomics ,arabidopsis thaliana ,Biology (General) ,QH301-705.5 - Abstract
The circadian clock regulates physiological processes central to growth and survival. To date, most plant circadian clock studies have relied on diurnal transcriptome changes to elucidate molecular connections between the circadian clock and observable phenotypes in wild-type plants. Here, we have integrated RNA-sequencing and protein mass spectrometry data to comparatively analyse the lhycca1, prr7prr9, gi and toc1 circadian clock mutant rosette at the end of day and end of night. Each mutant affects specific sets of genes and proteins, suggesting that the circadian clock regulation is modular. Furthermore, each circadian clock mutant maintains its own dynamically fluctuating transcriptome and proteome profile specific to subcellular compartments. Most of the measured protein levels do not correlate with changes in their corresponding transcripts. Transcripts and proteins that have coordinated changes in abundance are enriched for carbohydrate- and cold-responsive genes. Transcriptome changes in all four circadian clock mutants also affect genes encoding starch degradation enzymes, transcription factors and protein kinases. The comprehensive transcriptome and proteome datasets demonstrate that future system-driven research of the circadian clock requires multi-level experimental approaches. Our work also shows that further work is needed to elucidate the roles of post-translational modifications and protein degradation in the regulation of clock-related processes.
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- 2017
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19. Meselect – A rapid and effective method for the separation of the main leaf tissue types
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Julia Svozil, Wilhelm Gruissem, and Katja Baerenfaller
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Arabidopsis ,Epidermis ,leaf ,tissue ,vasculature ,mesophyll ,Plant culture ,SB1-1110 - Abstract
Individual tissues of complex eukaryotic organisms have specific gene expression programs that control their functions. Therefore, tissue-specific molecular information is required to increase our understanding of tissue-specific processes. Established methods in plants to obtain specific tissues or cell types from their organ or tissue context typically require the enzymatic degradation of cell walls followed by fluorescence-activated cell sorting (FACS) using plants engineered for localized expression of green fluorescent protein (GFP). This has facilitated the acquisition of valuable data, mainly on root cell type-specific transcript and protein expression. However, FACS of different leaf cell types is difficult because of chlorophyll autofluorescence that interferes with the sorting process. Furthermore, the cell wall composition is different in each cell type. This results in long incubation times for refractory cell types, and cell sorting itself can take several hours. To overcome these limitations, we developed Meselect (mechanical separation of leaf compound tissues), a rapid and effective method for the separation of leaf epidermal, vascular and mesophyll tissues. Meselect is a novel combination of mechanical separation and rapid protoplasting, which benefits from the unique cell wall composition of the different tissue types. Meselect has several advantages over cell sorting: it does not require expensive equipment such as a cell sorter and does not depend on specific fluorescent reporter lines, the use of blenders as well as the inherent mixing of different cell types and of intact and damaged cells can be avoided, and the time between wounding of the leaf and freezing of the sample is short. The efficacy and specificity of the method to enrich the different leaf tissue types has been confirmed using Arabidopsis leaves, but it has also been successfully used for leaves of other plants such as tomato or cassava. The method is therefore useful for plant scientists investigating leaf development or responses to stimuli at the tissue-specific level.
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- 2016
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20. BRR2a Affects Flowering Time via FLC Splicing.
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Walid Mahrez, Juhyun Shin, Rafael Muñoz-Viana, Duarte D Figueiredo, Minerva S Trejo-Arellano, Vivien Exner, Alexey Siretskiy, Wilhelm Gruissem, Claudia Köhler, and Lars Hennig
- Subjects
Genetics ,QH426-470 - Abstract
Several pathways control time to flowering in Arabidopsis thaliana through transcriptional and posttranscriptional gene regulation. In recent years, mRNA processing has gained interest as a critical regulator of flowering time control in plants. However, the molecular mechanisms linking RNA splicing to flowering time are not well understood. In a screen for Arabidopsis early flowering mutants we identified an allele of BRR2a. BRR2 proteins are components of the spliceosome and highly conserved in eukaryotes. Arabidopsis BRR2a is ubiquitously expressed in all analyzed tissues and involved in the processing of flowering time gene transcripts, most notably FLC. A missense mutation of threonine 895 in BRR2a caused defects in FLC splicing and greatly reduced FLC transcript levels. Reduced FLC expression increased transcription of FT and SOC1 leading to early flowering in both short and long days. Genome-wide experiments established that only a small set of introns was not correctly spliced in the brr2a mutant. Compared to control introns, retained introns were often shorter and GC-poor, had low H3K4me1 and CG methylation levels, and were often derived from genes with a high-H3K27me3-low-H3K36me3 signature. We propose that BRR2a is specifically needed for efficient splicing of a subset of introns characterized by a combination of factors including intron size, sequence and chromatin, and that FLC is most sensitive to splicing defects.
- Published
- 2016
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21. Genetic Transformation of Recalcitrant Cassava by Embryo Selection and Increased Hormone Levels
- Author
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Ezequiel Matías Lentz, Sabrina Eisner, Emily Jane McCallum, Kim Schlegel, Francisco de Assis de Paiva Campos, Wilhelm Gruissem, and Hervé Vanderschuren
- Subjects
cassava ,somatic embryo ,FEC ,transformation ,Agrobacterium ,farmer-preferred cultivar ,Biology (General) ,QH301-705.5 - Abstract
Genetic engineering is considered to be an important tool for the improvement of cassava. Cassava is a highly heterozygous crop species for which conventional breeding is a lengthy and tedious process. Robust transformation is based on Agrobacterium-mediated transformation of friable embryogenic callus (FEC). Production of FEC is genotype-dependent and considered to be a major bottleneck for the genetic transformation of cassava. As a consequence, routine genetic transformation has only been established for a handful of cassava cultivars. Therefore, development of procedures enabling efficient production of high-quality cassava FEC is required to allow the translation of research from the model cultivar to farmer-preferred cassava cultivars. Here we study the FEC production capacity of Brazilian cassava cultivars and report the modification of the protocol for the genetic transformation of Verdinha (BRS 222), a recalcitrant cultivar with high potential for protein production that is extensively used by farmers in Brazil.
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- 2018
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22. FLOWERING LOCUS T Triggers Early and Fertile Flowering in Glasshouse Cassava (Manihot esculenta Crantz)
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Simon E. Bull, Adrian Alder, Cristina Barsan, Mathias Kohler, Lars Hennig, Wilhelm Gruissem, and Hervé Vanderschuren
- Subjects
cassava ,Manihot esculenta Crantz ,flowering ,FLOWERING LOCUS T ,breeding ,biotechnology ,grafting ,seed ,recalcitrant crops ,Botany ,QK1-989 - Abstract
Accelerated breeding of plant species has the potential to help challenge environmental and biochemical cues to support global crop security. We demonstrate the over-expression of Arabidopsis FLOWERING LOCUS T in Agrobacterium-mediated transformed cassava (Manihot esculenta Crantz; cultivar 60444) to trigger early flowering in glasshouse-grown plants. An event seldom seen in a glasshouse environment, precocious flowering and mature inflorescence were obtained within 4–5 months from planting of stem cuttings. Manual pollination using pistillate and staminate flowers from clonal propagants gave rise to viable seeds that germinated into morphologically typical progeny. This strategy comes at a time when accelerated crop breeding is of increasing importance to complement progressive genome editing techniques.
- Published
- 2017
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23. Exploiting the combination of natural and genetically engineered resistance to cassava mosaic and cassava brown streak viruses impacting cassava production in Africa.
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Hervé Vanderschuren, Isabel Moreno, Ravi B Anjanappa, Ima M Zainuddin, and Wilhelm Gruissem
- Subjects
Medicine ,Science - Abstract
Cassava brown streak disease (CBSD) and cassava mosaic disease (CMD) are currently two major viral diseases that severely reduce cassava production in large areas of Sub-Saharan Africa. Natural resistance has so far only been reported for CMD in cassava. CBSD is caused by two virus species, Cassava brown streak virus (CBSV) and Ugandan cassava brown streak virus (UCBSV). A sequence of the CBSV coat protein (CP) highly conserved between the two virus species was used to demonstrate that a CBSV-CP hairpin construct sufficed to generate immunity against both viral species in the cassava model cultivar (cv. 60444). Most of the transgenic lines showed high levels of resistance under increasing viral loads using a stringent top-grafting method of inoculation. No viral replication was observed in the resistant transgenic lines and they remained free of typical CBSD root symptoms 7 month post-infection. To generate transgenic cassava lines combining resistance to both CBSD and CMD the hairpin construct was transferred to a CMD-resistant farmer-preferred Nigerian landrace TME 7 (Oko-Iyawo). An adapted protocol allowed the efficient Agrobacterium-based transformation of TME 7 and the regeneration of transgenic lines with high levels of CBSV-CP hairpin-derived small RNAs. All transgenic TME 7 lines were immune to both CBSV and UCBSV infections. Further evaluation of the transgenic TME 7 lines revealed that CBSD resistance was maintained when plants were co-inoculated with East African cassava mosaic virus (EACMV), a geminivirus causing CMD. The innovative combination of natural and engineered virus resistance in farmer-preferred landraces will be particularly important to reducing the increasing impact of cassava viral diseases in Africa.
- Published
- 2012
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24. Dosage-sensitive function of retinoblastoma related and convergent epigenetic control are required during the Arabidopsis life cycle.
- Author
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Amal J Johnston, Olga Kirioukhova, Philippa J Barrell, Twan Rutten, James M Moore, Ramamurthy Baskar, Ueli Grossniklaus, and Wilhelm Gruissem
- Subjects
Genetics ,QH426-470 - Abstract
The plant life cycle alternates between two distinct multi-cellular generations, the reduced gametophytes and the dominant sporophyte. Little is known about how generation-specific cell fate, differentiation, and development are controlled by the core regulators of the cell cycle. In Arabidopsis, RETINOBLASTOMA RELATED (RBR), an evolutionarily ancient cell cycle regulator, controls cell proliferation, differentiation, and regulation of a subset of Polycomb Repressive Complex 2 (PRC2) genes and METHYLTRANSFERASE 1 (MET1) in the male and female gametophytes, as well as cell fate establishment in the male gametophyte. Here we demonstrate that RBR is also essential for cell fate determination in the female gametophyte, as revealed by loss of cell-specific marker expression in all the gametophytic cells that lack RBR. Maintenance of genome integrity also requires RBR, because diploid plants heterozygous for rbr (rbr/RBR) produce an abnormal portion of triploid offspring, likely due to gametic genome duplication. While the sporophyte of the diploid mutant plants phenocopied wild type due to the haplosufficiency of RBR, genetic analysis of tetraploid plants triplex for rbr (rbr/rbr/rbr/RBR) revealed that RBR has a dosage-dependent pleiotropic effect on sporophytic development, trichome differentiation, and regulation of PRC2 subunit genes CURLY LEAF (CLF) and VERNALIZATION 2 (VRN2), and MET1 in leaves. There were, however, no obvious cell cycle and cell proliferation defects in these plant tissues, suggesting that a single functional RBR copy in tetraploids is capable of maintaining normal cell division but is not sufficient for distinct differentiation and developmental processes. Conversely, in leaves of mutants in sporophytic PRC2 subunits, trichome differentiation was also affected and expression of RBR and MET1 was reduced, providing evidence for a RBR-PRC2-MET1 regulatory feedback loop involved in sporophyte development. Together, dosage-sensitive RBR function and its genetic interaction with PRC2 genes and MET1 must have been recruited during plant evolution to control distinct generation-specific cell fate, differentiation, and development.
- Published
- 2010
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25. The chromodomain of LIKE HETEROCHROMATIN PROTEIN 1 is essential for H3K27me3 binding and function during Arabidopsis development.
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Vivien Exner, Ernst Aichinger, Huan Shu, Thomas Wildhaber, Pietro Alfarano, Amedeo Caflisch, Wilhelm Gruissem, Claudia Köhler, and Lars Hennig
- Subjects
Medicine ,Science - Abstract
Polycomb group (PcG) proteins are essential to maintain gene expression patterns during development. Transcriptional repression by PcG proteins involves trimethylation of H3K27 (H3K27me3) by Polycomb Repressive Complex 2 (PRC2) in animals and plants. PRC1 binds to H3K27me3 and is required for transcriptional repression in animals, but in plants PRC1-like activities have remained elusive. One candidate protein that could be involved in PRC1-like functions in plants is LIKE HETEROCHROMATIN PROTEIN 1 (LHP1), because LHP1 associates with genes marked by H3K27me3 in vivo and has a chromodomain that binds H3K27me3 in vitro. Here, we show that disruption of the chromodomain of Arabidopsis thaliana LHP1 abolishes H3K27me3 recognition, releases gene silencing and causes similar phenotypic alterations as transcriptional lhp1 null mutants. Therefore, binding to H3K27me3 is essential for LHP1 protein function.
- Published
- 2009
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26. Novel rice iron biofortification approaches using expression of ZmYS1 and OsTOM1 controlled by tissue-specific promoters
- Author
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Yuta Kawakami, Wilhelm Gruissem, and Navreet K Bhullar
- Subjects
Physiology ,Iron ,Humans ,Oryza ,Plant Science ,Edible Grain ,Plants, Genetically Modified ,Biofortification ,Plant Proteins - Abstract
Intrinsic improvement of iron (Fe) concentration in rice grains, called rice Fe biofortification, is a promising countermeasure against widespread human Fe deficiency. In this study, two novel rice Fe biofortification approaches are reported. The first approach (Y approach) involved the expression of maize YELLOW STRIPE 1 controlled by the HEAVY METAL ATPASE 2 promoter. The Y approach increased the polished grain Fe concentrations up to 4.8-fold compared with the non-transgenic (NT) line. The second approach (T approach) involved the expression of rice TRANSPORTER OF MUGINEIC ACID 1 controlled by the FERRIC REDUCTASE DEFECTIVE LIKE 1 promoter. The T approach increased the polished grain Fe concentrations by up to 3.2-fold. No synergistic increases in the polished grain Fe concentrations were observed when Y and T approaches were combined (YT approach). However, the polished grain Fe concentrations further increased by 5.1- to 9.3-fold compared with the NT line, when YT approach was combined with the endosperm-specific expression of FERRITIN (YTF approach), or when YTF approach was combined with the constitutive expression of NICOTIANAMINE SYNTHASE (YTFN approach). Total grain weight per plant in most Y, T, YT, and YTFN lines was comparable to that in the NT line, while it was significantly decreased in most YTF lines. The novel approaches reported in this study expand the portfolio of genetic engineering strategies that can be used for Fe biofortification in rice.
- Published
- 2022
27. Biochemistry and Molecular Biology of Plants
- Author
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Bob B. Buchanan, Wilhelm Gruissem, Russell L. Jones, Bob B. Buchanan, Wilhelm Gruissem, Russell L. Jones
- Published
- 2015
28. Haplotype-resolved DNA methylome of African cassava genome
- Author
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Zhenhui Zhong, Suhua Feng, Ben N. Mansfeld, Yunqing Ke, Weihong Qi, Yi‐Wen Lim, Wilhelm Gruissem, Rebecca S. Bart, Steven E. Jacobsen, University of Zurich, and Jacobsen, Steven E
- Subjects
DNA methylation ,10255 Clinic for Thoracic Surgery ,610 Medicine & health ,10071 Functional Genomics Center Zurich ,Plant Science ,cassava ,haplotype-resolved ,1110 Plant Science ,1305 Biotechnology ,570 Life sciences ,biology ,1102 Agronomy and Crop Science ,Agronomy and Crop Science ,Biotechnology - Abstract
Plant Biotechnology Journal, 21 (2), ISSN:1467-7644, ISSN:1467-7652
- Published
- 2023
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29. Haplotype resolved DNA methylome of African cassava genome
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Zhenhui Zhong, Suhua Feng, Ben N. Mansfeld, Yunqing Ke, Weihong Qi, Yi-Wen Lim, Wilhelm Gruissem, Rebecca S. Bart, and Steven E. Jacobsen
- Abstract
Cytosine DNA methylation is involved in biological processes such as transposable element (TE) silencing, imprinting, and X chromosome inactivation. Plant methylation is mediated by MET1 (mammalian DNMT1), DRM2 (mammalian DNMT3), and two plant-specific DNA methyltransferases, CMT2 and CMT3 (Law and Jacobsen, 2010). De novo DNA methylation in plants is established by DRM2 via the plant specific RNA-directed DNA methylation (RdDM) pathway that depends on two DNA-dependent RNA polymerases, Pol IV and Pol V (Gallego-Bartolome et al., 2019; Law and Jacobsen, 2010; Stroud et al., 2013). The DNA methylome of cassava has been previously documented based on its haploid collapsed genome (Wang et al., 2015). Since the cassava genome is highly heterozygous, DNA methylome analysis of the haplotype-collapsed genome misses many features of the methylome. With the development of long read sequencing and chromosomal conformation capture techniques, haplotype resolved genomes are available for highly heterozygous genomes (Mansfeld et al., 2021; Qi et al., 2022; Zhou et al., 2020), which provides high-quality reference genomes facilitating studies of haplotype resolved DNA methylomes.
- Published
- 2022
30. Reducing Java internet project risks: a case study of public measurement of client component functionality in the user community.
- Author
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Tomas Hruz, Matthias Hirsch-Hoffmann, Wilhelm Gruissem, and Philip Zimmermann 0001
- Published
- 2006
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31. Semi-supervised LC/MS alignment for differential proteomics.
- Author
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Bernd Fischer 0003, Jonas Grossmann, Volker Roth 0001, Wilhelm Gruissem, Sacha Baginsky, and Joachim M. Buhmann
- Published
- 2006
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32. A Hidden Markov Model for de Novo Peptide Sequencing.
- Author
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Bernd Fischer 0003, Volker Roth 0001, Joachim M. Buhmann, Jonas Grossmann, Sacha Baginsky, Wilhelm Gruissem, Franz F. Roos, and Peter Widmayer
- Published
- 2004
33. The haplotype-resolved chromosome pairs and transcriptome of a heterozygous diploid African cassava cultivar
- Author
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Y.-W. Lim, Nathalie Rodde, Andrea Patrignani, Diogo Pratas, Wilhelm Gruissem, Sonia Vautrin, S. Grueter, P. Schlaepfer, Elisa Prat, Anna Bratus-Neuenschwander, Weihong Qi, C. Chanez, Ralph Schlapbach, and M.-A. Fustier
- Subjects
2. Zero hunger ,0106 biological sciences ,Genetics ,Molecular breeding ,0303 health sciences ,Genetic diversity ,Haplotype ,food and beverages ,Chromosome ,Biology ,01 natural sciences ,Genome ,03 medical and health sciences ,Ploidy ,Gene ,030304 developmental biology ,010606 plant biology & botany ,Synteny - Abstract
BackgroundCassava (Manihot esculenta) is an important clonally propagated food crop in tropical and sub-tropical regions worldwide. Genetic gain by molecular breeding is limited because cassava has a highly heterozygous, repetitive and difficult to assemble genome.FindingsHere we demonstrate that Pacific Biosciences high-fidelity (HiFi) sequencing reads, in combination with the assembler hifiasm, produced genome assemblies at near complete haplotype resolution with higher continuity and accuracy compared to conventional long sequencing reads. We present two chromosome scale haploid genomes phased with Hi-C technology for the diploid African cassava variety TME204. Genome comparisons revealed extensive chromosome re-arrangements and abundant intra-genomic and inter-genomic divergent sequences despite high gene synteny, with most large structural variations being LTR-retrotransposon related. Allele-specific expression analysis of different tissues based on the haplotype-resolved transcriptome identified both stable and inconsistent alleles with imbalanced expression patterns, while most alleles expressed coordinately. Among tissue-specific differentially expressed transcripts, coordinately and biasedly regulated transcripts were functionally enriched for different biological processes. We use the reference-quality assemblies to build a cassava pan-genome and demonstrate its importance in representing the genetic diversity of cassava for downstream reference-guided omics analysis and breeding.ConclusionsThe haplotype-resolved genome allows the first systematic view of the heterozygous diploid genome organization in cassava. The completely phased and annotated chromosome pairs will be a valuable resource for cassava breeding and research. Our study may also provide insights into developing cost-effective and efficient strategies for resolving complex genomes with high resolution, accuracy and continuity.
- Published
- 2021
34. The haplotype-resolved chromosome pairs of a heterozygous diploid African cassava cultivar reveal novel pan-genome and allele-specific transcriptome features
- Author
-
Weihong, Qi, Yi-Wen, Lim, Andrea, Patrignani, Pascal, Schläpfer, Anna, Bratus-Neuenschwander, Simon, Grüter, Christelle, Chanez, Nathalie, Rodde, Elisa, Prat, Sonia, Vautrin, Margaux-Alison, Fustier, Diogo, Pratas, Ralph, Schlapbach, and Wilhelm, Gruissem
- Subjects
Plant Breeding ,Manihot ,Haplotypes ,Sequence Analysis, DNA ,Transcriptome ,Diploidy ,Alleles ,Chromosomes - Abstract
Cassava (Manihot esculenta) is an important clonally propagated food crop in tropical and subtropical regions worldwide. Genetic gain by molecular breeding has been limited, partially because cassava is a highly heterozygous crop with a repetitive and difficult-to-assemble genome.Here we demonstrate that Pacific Biosciences high-fidelity (HiFi) sequencing reads, in combination with the assembler hifiasm, produced genome assemblies at near complete haplotype resolution with higher continuity and accuracy compared to conventional long sequencing reads. We present 2 chromosome-scale haploid genomes phased with Hi-C technology for the diploid African cassava variety TME204. With consensus accuracyQV46, contig N5018 Mb, BUSCO completeness of 99%, and 35k phased gene loci, it is the most accurate, continuous, complete, and haplotype-resolved cassava genome assembly so far. Ab initio gene prediction with RNA-seq data and Iso-Seq transcripts identified abundant novel gene loci, with enriched functionality related to chromatin organization, meristem development, and cell responses. During tissue development, differentially expressed transcripts of different haplotype origins were enriched for different functionality. In each tissue, 20-30% of transcripts showed allele-specific expression (ASE) differences. ASE bias was often tissue specific and inconsistent across different tissues. Direction-shifting was observed in2% of the ASE transcripts. Despite high gene synteny, the HiFi genome assembly revealed extensive chromosome rearrangements and abundant intra-genomic and inter-genomic divergent sequences, with large structural variations mostly related to LTR retrotransposons. We use the reference-quality assemblies to build a cassava pan-genome and demonstrate its importance in representing the genetic diversity of cassava for downstream reference-guided omics analysis and breeding.The phased and annotated chromosome pairs allow a systematic view of the heterozygous diploid genome organization in cassava with improved accuracy, completeness, and haplotype resolution. They will be a valuable resource for cassava breeding and research. Our study may also provide insights into developing cost-effective and efficient strategies for resolving complex genomes with high resolution, accuracy, and continuity.
- Published
- 2021
35. Symplasmic phloem unloading and radial post-phloem transport via vascular rays in tuberous roots of Manihot esculenta
- Author
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Janine Klima, Muhammad Saeed, Ravi B. Anjanappa, Uwe Sonnewald, Frank Ludewig, Rabih Mehdi, Wolfgang Zierer, Wilhelm Gruissem, Christian E. Lamm, Michael Knoblauch, Max E. Kraner, and Christina Müdsam
- Subjects
Manihot ,Sucrose ,SUC2 ,Physiology ,Starch ,esculin ,Plant Science ,Phloem ,Biology ,Plant Roots ,cassava ,Apoplast ,chemistry.chemical_compound ,Gene Expression Regulation, Plant ,Xylem ,morphology ,Parenchyma ,Botany ,CFDA ,Phloem transport ,Plant Proteins ,ray ,starch ,fungi ,food and beverages ,Symplast ,Biological Transport ,Cell Biology ,Research Papers ,symplast ,chemistry - Abstract
Efficient starch storage in young xylem parenchyma cells is supported by symplasmic phloem unloading and post-phloem transport via parenchymatic vascular rays in the tuberous roots of cassava., Cassava (Manihot esculenta) is one of the most important staple food crops worldwide. Its starchy tuberous roots supply over 800 million people with carbohydrates. Yet, surprisingly little is known about the processes involved in filling of those vital storage organs. A better understanding of cassava carbohydrate allocation and starch storage is key to improving storage root yield. Here, we studied cassava morphology and phloem sap flow from source to sink using transgenic pAtSUC2::GFP plants, the phloem tracers esculin and 5(6)-carboxyfluorescein diacetate, as well as several staining techniques. We show that cassava performs apoplasmic phloem loading in source leaves and symplasmic unloading into phloem parenchyma cells of tuberous roots. We demonstrate that vascular rays play an important role in radial transport from the phloem to xylem parenchyma cells in tuberous roots. Furthermore, enzymatic and proteomic measurements of storage root tissues confirmed high abundance and activity of enzymes involved in the sucrose synthase-mediated pathway and indicated that starch is stored most efficiently in the outer xylem layers of tuberous roots. Our findings form the basis for biotechnological approaches aimed at improved phloem loading and enhanced carbohydrate allocation and storage in order to increase tuberous root yield of cassava.
- Published
- 2019
36. Current progress and challenges in crop genetic transformation
- Author
-
Wilhelm Gruissem and Ravi B. Anjanappa
- Subjects
0106 biological sciences ,0301 basic medicine ,Crops, Agricultural ,Physiology ,Population ,Plant Science ,Genetically modified crops ,Biology ,01 natural sciences ,03 medical and health sciences ,Genome editing ,education ,Regeneration (ecology) ,Molecular breeding ,education.field_of_study ,business.industry ,fungi ,food and beverages ,Plants, Genetically Modified ,Biotechnology ,Transformation (genetics) ,Plant Breeding ,030104 developmental biology ,Agriculture ,business ,Genetic Engineering ,Agronomy and Crop Science ,Functional genomics ,010606 plant biology & botany - Abstract
Plant transformation remains the most sought-after technology for functional genomics and crop genetic improvement, especially for introducing specific new traits and to modify or recombine already existing traits. Along with many other agricultural technologies, the global production of genetically engineered crops has steadily grown since they were first introduced 25 years ago. Since the first transfer of DNA into plant cells using Agrobacterium tumefaciens, different transformation methods have enabled rapid advances in molecular breeding approaches to bring crop varieties with novel traits to the market that would be difficult or not possible to achieve with conventional breeding methods. Today, transformation to produce genetically engineered crops is the fastest and most widely adopted technology in agriculture. The rapidly increasing number of sequenced plant genomes and information from functional genomics data to understand gene function, together with novel gene cloning and tissue culture methods, is further accelerating crop improvement and trait development. These advances are welcome and needed to make crops more resilient to climate change and to secure their yield for feeding the increasing human population. Despite the success, transformation remains a bottleneck because many plant species and crop genotypes are recalcitrant to established tissue culture and regeneration conditions, or they show poor transformability. Improvements are possible using morphogenetic transcriptional regulators, but their broader applicability remains to be tested. Advances in genome editing techniques and direct, non-tissue culture-based transformation methods offer alternative approaches to enhance varietal development in other recalcitrant crops. Here, we review recent developments in plant transformation and regeneration, and discuss opportunities for new breeding technologies in agriculture.
- Published
- 2020
37. Morpho-physiological and molecular evaluation of drought tolerance in cassava (Manihot esculenta Crantz)
- Author
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Morag Ferguson, Hervé Vanderschuren, Wilhelm Gruissem, and Charles O. Orek
- Subjects
0106 biological sciences ,Stomatal conductance ,Drought stress ,media_common.quotation_subject ,Manihot esculenta ,Drought tolerance ,fungi ,Longevity ,Soil Science ,food and beverages ,04 agricultural and veterinary sciences ,Biology ,01 natural sciences ,Crop ,chemistry.chemical_compound ,Horticulture ,chemistry ,Genotype ,parasitic diseases ,040103 agronomy & agriculture ,0401 agriculture, forestry, and fisheries ,Agronomy and Crop Science ,Abscisic acid ,010606 plant biology & botany ,media_common - Abstract
Understanding drought tolerance mechanisms of cassava is a pre-requisite to improve the performance of the crop in water-scarce regions. Several hypotheses have been formulated to suggest how cassava can withstand a prolonged period of drought. We performed field trials under drought conditions with a selection of 37 cassava genotypes to identify phenotypic and molecular patterns associated with drought tolerance. Plant morphologies varied significantly between cassava genotypes under drought conditions in Kenya, which indicates a strong genetic basis for phenotypic differences. Drought stress reduced yield by 59%, the number of edible storage roots by 43% and leaf retention by 50% on average. Over three years and in two experimental field sites, the most drought tolerant genotype bulked 7.1 (±2.1) t/ha yield while the most drought susceptible genotype yielded 3.3 (±1.4) t/ha under drought conditions. The significant positive correlation of yield under irrigated and non-irrigated conditions suggests that selection of genotypes with high yield performance under well-watered or control conditions should be prioritized to identify genotypes with superior performance under drought stress. The positive correlation between yield and leaf retention provided further evidence that leaf longevity positively contributes to yield in water-deficit conditions. Yield differences could be attributed in part to variation in stomatal conductance (gs) because selected drought tolerant genotypes maintained higher gs and delayed stomatal closure as compared to drought susceptible genotypes. Further analysis revealed that genetic or molecular differences for gs between drought tolerant and susceptible genotypes could be detected at early stages of water deficit. These differences likely involve both abscisic acid (ABA)-dependent and ABA-independent molecular pathways., Field Crops Research, 255, ISSN:0378-4290, ISSN:1872-6852
- Published
- 2020
38. Diurnal Dynamics of the Arabidopsis Rosette Proteome and Phosphoproteome
- Author
-
Sira Echevarría-Zomeño, Wilhelm Gruissem, Fabio Fiorani, Jonas Grossmann, Pascal Schläpfer, Niklas Koerber, R. Glen Uhrig, Bernd Roschitzki, University of Zurich, and Gruissem, Wilhelm
- Subjects
0106 biological sciences ,0301 basic medicine ,Arabidopsis thaliana ,Diurnal cycle ,Quantitative proteomics ,Proteome ,genetic structures ,Calmodulin ,Physiology ,Arabidopsis ,610 Medicine & health ,10071 Functional Genomics Center Zurich ,Plant Science ,Biology ,01 natural sciences ,Gas Chromatography-Mass Spectrometry ,Transcriptome ,03 medical and health sciences ,Circadian Clocks ,1110 Plant Science ,Hormone metabolism ,Chemistry ,Arabidopsis Proteins ,Kinase ,Original Articles ,1314 Physiology ,Phosphoproteins ,biology.organism_classification ,Circadian Rhythm ,Cell biology ,Plant Leaves ,030104 developmental biology ,ddc:580 ,biology.protein ,570 Life sciences ,biology ,Phosphorylation ,Original Article ,sense organs ,Casein kinase 2 ,010606 plant biology & botany - Abstract
Plant growth depends on the diurnal regulation of cellular processes, but it is not well understood if and how transcriptional regulation controls diurnal fluctuations at the protein level. Here, we report a high‐resolution Arabidopsis thaliana (Arabidopsis) leaf rosette proteome acquired over a 12 hr light:12 hr dark diurnal cycle and the phosphoproteome immediately before and after the light‐to‐dark and dark‐to‐light transitions. We quantified nearly 5,000 proteins and 800 phosphoproteins, of which 288 fluctuated in their abundance and 226 fluctuated in their phosphorylation status. Of the phosphoproteins, 60% were quantified for changes in protein abundance. This revealed six proteins involved in nitrogen and hormone metabolism that had concurrent changes in both protein abundance and phosphorylation status. The diurnal proteome and phosphoproteome changes involve proteins in key cellular processes, including protein translation, light perception, photosynthesis, metabolism and transport. The phosphoproteome at the light–dark transitions revealed the dynamics at phosphorylation sites in either anticipation of or response to a change in light regime. Phosphorylation site motif analyses implicate casein kinase II and calcium/calmodulin‐dependent kinases among the primary light–dark transition kinases. The comparative analysis of the diurnal proteome and diurnal and circadian transcriptome established how mRNA and protein accumulation intersect in leaves during the diurnal cycle of the plant., Plant, Cell & Environment, 44 (3), ISSN:0140-7791, ISSN:1365-3040
- Published
- 2020
39. Multiplying the efficiency and impact of biofortification through metabolic engineering
- Author
-
Wolfgang H. Pfeiffer, Dominique Van Der Straeten, Inez H. Slamet-Loedin, Donald J. MacKenzie, Hervé Vanderschuren, Hans De Steur, Simon Strobbe, Navreet K. Bhullar, Kurniawan Rudi Trijatmiko, Joe Tohme, Howarth E. Bouis, Matin Qaim, Marc Van Montagu, Wilhelm Gruissem, and Chunyi Zhang
- Subjects
0106 biological sciences ,0301 basic medicine ,Computer science ,Golden rice ,Biofortification ,General Physics and Astronomy ,Molecular engineering in plants ,Breeding ,Global Health ,01 natural sciences ,Food Supply ,RICE ENDOSPERM ,Global health ,GOLDEN RICE ,Micronutrients ,lcsh:Science ,Policy Making ,Minerals ,Multidisciplinary ,Provitamins ,Agriculture ,Vitamins ,Plants ,Sustainable Development ,POTATO ,Plants, Genetically Modified ,Multidisciplinary Sciences ,Risk analysis (engineering) ,Metabolic Engineering ,Perspective ,Food, Fortified ,Science & Technology - Other Topics ,STORAGE ,Agricultural genetics ,Crops, Agricultural ,United Nations ,Science ,Developing country ,FOLATE BIOFORTIFICATION ,General Biochemistry, Genetics and Molecular Biology ,03 medical and health sciences ,PROVITAMIN ,medicine ,Humans ,Developing Countries ,CROPS ,ACCUMULATION ,Sustainable development ,VITAMIN-A ,Science & Technology ,STABILITY ,Malnutrition ,Biology and Life Sciences ,Timeline ,Oryza ,General Chemistry ,World population ,medicine.disease ,030104 developmental biology ,lcsh:Q ,010606 plant biology & botany - Abstract
Ending all forms of hunger by 2030, as set forward in the UN-Sustainable Development Goal 2 (UN-SDG2), is a daunting but essential task, given the limited timeline ahead and the negative global health and socio-economic impact of hunger. Malnutrition or hidden hunger due to micronutrient deficiencies affects about one third of the world population and severely jeopardizes economic development. Staple crop biofortification through gene stacking, using a rational combination of conventional breeding and metabolic engineering strategies, should enable a leap forward within the coming decade. A number of specific actions and policy interventions are proposed to reach this goal., Nature Communications, 11 (1), ISSN:2041-1723
- Published
- 2020
40. The Cassava Source-Sink project: Opportunities and challenges for crop improvement by metabolic engineering
- Author
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Ismail Y. Rabbi, Anna M. van Doorn, Ravi B. Anjanappa, Frank Ludewig, Alisdair R. Fernie, Uwe Rascher, Onno Muller, Pascal Schläpfer, Shu‐Heng Chang, Wilhelm Gruissem, Uwe Sonnewald, and Wolfgang Zierer
- Subjects
0106 biological sciences ,0301 basic medicine ,Yield ,Manihot ,Manihot esculenta ,Sink ,Population ,Source ,Plant Science ,Biology ,01 natural sciences ,Food Supply ,Metabolic engineering ,03 medical and health sciences ,Tuber crops ,Genetics ,Applied research ,education ,Source sink ,Cassava ,education.field_of_study ,Tropical agriculture ,business.industry ,Genetic Variation ,Cell Biology ,Crop Production ,Biotechnology ,ddc:580 ,030104 developmental biology ,Metabolic Engineering ,business ,Genome, Plant ,Gene Discovery ,010606 plant biology & botany - Abstract
Cassava (Manihot esculenta Crantz) is one of the important staple foods in Sub-Saharan Africa. It produces starchy storage roots that provide food and income for several hundred million people, mainly in tropical agriculture zones. Increasing cassava storage root and starch yield is one of the major breeding targets with respect to securing the future food supply for the growing population of Sub-Saharan Africa. The Cassava Source–Sink (CASS) project aims to increase cassava storage root and starch yield by strategically integrating approaches from different disciplines. We present our perspective and progress on cassava as an applied research organism and provide insight into the CASS strategy, which can serve as a blueprint for the improvement of other root and tuber crops. Extensive profiling of different field-grown cassava genotypes generates information for leaf, phloem, and root metabolic and physiological processes that are relevant for biotechnological improvements. A multi-national pipeline for genetic engineering of cassava plants covers all steps from gene discovery, cloning, transformation, molecular and biochemical characterization, confined field trials, and phenotyping of the seasonal dynamics of shoot traits under field conditions. Together, the CASS project generates comprehensive data to facilitate conventional breeding strategies for high-yielding cassava genotypes. It also builds the foundation for genome-scale metabolic modelling aiming to predict targets and bottlenecks in metabolic pathways. This information is used to engineer cassava genotypes with improved source–sink relations and increased yield potential., The Plant Journal, 103 (5), ISSN:0960-7412, ISSN:1365-313X
- Published
- 2020
41. Targeting intracellular transport combined with efficient uptake and storage significantly increases grain iron and zinc levels in rice
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Wilhelm Gruissem, Navreet K. Bhullar, and Ting-Ying Wu
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0106 biological sciences ,0301 basic medicine ,Iron ,Biofortification ,chemistry.chemical_element ,Plant Science ,Vacuole ,Zinc ,NAS1 ,01 natural sciences ,Nicotianamine synthase ,Endosperm ,NRAMP3 ,03 medical and health sciences ,iron biofortification ,Food science ,Cation Transport Proteins ,Research Articles ,Plant Proteins ,biology ,rice ,food and beverages ,Oryza ,Plants, Genetically Modified ,vacuolar iron ,Ferritin ,030104 developmental biology ,chemistry ,biology.protein ,Oleosin ,FERRITIN ,Edible Grain ,Agronomy and Crop Science ,Intracellular ,010606 plant biology & botany ,Biotechnology ,Research Article - Abstract
Summary Rice, a staple food for more than half of the world population, is an important target for iron and zinc biofortification. Current strategies mainly focus on the expression of genes for efficient uptake, long‐distance transport and storage. Targeting intracellular iron mobilization to increase grain iron levels has not been reported. Vacuole is an important cell compartment for iron storage and the NATURAL RESISTANCE ASSOCIATED MACROPHAGE PROTEIN (NRAMP) family of transporters export iron from vacuoles to cytosol when needed. We developed transgenic Nipponbare rice lines expressing AtNRAMP3 under the control of the UBIQUITIN or rice embryo/aleurone‐specific 18‐kDa Oleosin (Ole18) promoter together with NICOTIANAMINE SYNTHASE (AtNAS1) and FERRITIN (PvFER), or expressing only AtNRAMP3 and PvFER together. Iron and zinc were increased close to recommended levels in polished grains of the transformed lines, with maximum levels when AtNRAMP3, AtNAS1 and PvFER were expressed together (12.67 μg/g DW iron and 45.60 μg/g DW zinc in polished grains of line NFON16). Similar high iron and zinc levels were obtained in transgenic Indica IR64 lines expressing the AtNRAMP3, AtNAS1 and PvFER cassette (13.65 μg/g DW iron and 48.18 μg/g DW zinc in polished grains of line IR64_1), equalling more than 90% of the recommended iron increase in rice endosperm. Our results demonstrate that targeting intracellular iron stores in combination with iron and zinc transport and endosperm storage is an effective strategy for iron biofortification. The increases achieved in polished IR64 grains are of dietary relevance for human health and a valuable nutrition trait for breeding programmes.
- Published
- 2018
42. Genome-scale analysis of regulatory protein acetylation enzymes from photosynthetic eukaryotes
- Author
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Devang Mehta, R. Glen Uhrig, Wilhelm Gruissem, Matthias Hirsch-Hoffmann, and Pascal Schläpfer
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0301 basic medicine ,Lysine Acetyltransferases ,Protein Acetylation ,lcsh:QH426-470 ,lcsh:Biotechnology ,Protein domain ,Biology ,Proteomics ,Genome ,Evolution, Molecular ,03 medical and health sciences ,lcsh:TP248.13-248.65 ,Genetics ,Protein phosphorylation ,Amino Acid Sequence ,Photosynthesis ,Lysine Deacetylase ,Phylogeny ,Regulation of gene expression ,Photosynthetic eukaryotes ,Eukaryota ,Acetylation ,Genomics ,Plants ,biology.organism_classification ,Post-translational modifications ,Lysine Acetyltransferase ,lcsh:Genetics ,030104 developmental biology ,Eukaryote ,Protein Processing, Post-Translational ,Sequence Alignment ,Biotechnology ,Research Article ,Transcription Factors - Abstract
Background Reversible protein acetylation occurring on Lys-Ne has emerged as a key regulatory post-translational modification in eukaryotes. It is mediated by two groups of enzymes: lysine acetyltransferases (KATs) and lysine deacetylases (KDACs) that catalyze the addition and removal of acetyl groups from target proteins. Estimates indicate that protein acetylation is second to protein phosphorylation in abundance, with thousands of acetylated sites now identified in different subcellular compartments. Considering the important regulatory role of protein phosphorylation, elucidating the diversity of KATs and KDACs across photosynthetic eukaryotes is essential in furthering our understanding of the impact of reversible protein acetylation on plant cell processes. Results We report a genome-scale analysis of lysine acetyltransferase (KAT)- and lysine deacetylase (KDAC)-families from 53 photosynthetic eukaryotes. KAT and KDAC orthologs were identified in sequenced genomes ranging from glaucophytes and algae to land plants and then analyzed for evolutionary relationships. Based on consensus molecular phylogenetic and subcellular localization data we found new sub-classes of enzymes in established KAT- and KDAC-families. Specifically, we identified a non-photosynthetic origin of the HD-tuin family KDACs, a new monocot-specific Class I HDA-family sub-class, and a phylogenetically distinct Class II algal/heterokont sub-class which maintains an ankyrin domain not conserved in land plant Class II KDACs. Protein structure analysis showed that HDA- and SRT-KDACs exist as bare catalytic subunits with highly conserved median protein length, while all KATs maintained auxiliary domains, with CBP- and TAFII250-KATs displaying protein domain gain and loss over the course of photosynthetic eukaryote evolution in addition to variable protein length. Lastly, promoter element enrichment analyses across species revealed conserved cis-regulatory sequences that support KAT and KDAC involvement in the regulation of plant development, cold/drought stress response, as well as cellular processes such as the circadian clock. Conclusions Our results reveal new evolutionary, structural, and biological insights into the KAT- and KDAC-families of photosynthetic eukaryotes, including evolutionary parallels to protein kinases and protein phosphatases. Further, we provide a comprehensive annotation framework through our extensive phylogenetic analysis, from which future research investigating aspects of protein acetylation in plants can use to position new findings in a broader context., BMC Genomics, 18, ISSN:1471-2164
- Published
- 2017
43. Rationalising vitamin B6 biofortification in crop plants
- Author
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Thérésa Bridget Fitzpatrick, Nathalie Mangel, Hervé Vanderschuren, Wilhelm Gruissem, and Jared B. Fudge
- Subjects
0301 basic medicine ,Antioxidant ,medicine.medical_treatment ,Biomedical Engineering ,Biofortification ,Crops ,Bioengineering ,Biology ,Crop ,03 medical and health sciences ,medicine ,Humans ,Agricultural ,business.industry ,food and beverages ,Stress resistance ,Biotechnology ,ddc:580 ,030104 developmental biology ,Vitamin B6 ,Dietary Reference Intake ,Agriculture ,Vitamer ,Vitamin b6 ,business - Abstract
Vitamin B6 encompasses a group of related compounds (vitamers) that can only be biosynthesised de novo by plants and microorganisms. Enzymatic cofactor and antioxidant functions for vitamin B6 are established in all kingdoms. Human vitamin B6 dietary insufficiency or genetic defects in B6 vitamer interconversion result in various neurological and inflammatory pathologies with several populations at-risk or marginal for vitamin B6 status. Three (rice, wheat and cassava) of the world's top five staple crops do not meet the recommended dietary allowance for vitamin B6, when consumed as a major proportion of the diet. In addition, controlled enhancement of the appropriate B6 vitamer in crops has the potential to confer stress resistance. Thus, crop biofortification strategies represent an opportunity to reduce the risk of deficiency in populations with limited diet diversity and quality, as well as improving stress tolerance.
- Published
- 2017
44. Diurnal changes in concerted plant protein phosphorylation and acetylation in Arabidopsis organs and seedlings
- Author
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Wilhelm Gruissem, Pascal Schläpfer, Bernd Roschitzki, R. Glen Uhrig, and Matthias Hirsch-Hoffmann
- Subjects
0106 biological sciences ,0301 basic medicine ,Proteomics ,endocrine system ,Arabidopsis ,Plant Science ,Biology ,01 natural sciences ,03 medical and health sciences ,Genetics ,Arabidopsis thaliana ,Protein phosphorylation ,Phosphorylation ,Plant Proteins ,Translation (biology) ,Acetylation ,Cell Biology ,biology.organism_classification ,Cell biology ,030104 developmental biology ,Plant protein ,Seedlings ,Protein Processing, Post-Translational ,010606 plant biology & botany - Abstract
Protein phosphorylation and acetylation are the two most abundant post-translational modifications (PTMs) that regulate protein functions in eukaryotes. In plants, these PTMs have been investigated individually; however, their co-occurrence and dynamics on proteins is currently unknown. Using Arabidopsis thaliana, we quantified changes in protein phosphorylation, acetylation and protein abundance in leaf rosettes, roots, flowers, siliques and seedlings at the end of day (ED) and at the end of night (EN). This identified 2549 phosphorylated and 909 acetylated proteins, of which 1724 phosphorylated and 536 acetylated proteins were also quantified for changes in PTM abundance between ED and EN. Using a sequential dual-PTM workflow, we identified significant PTM changes and intersections in these organs and plant developmental stages. In particular, cellular process-, pathway- and protein-level analyses reveal that the phosphoproteome and acetylome predominantly intersect at the pathway- and cellular process-level at ED versus EN. We found 134 proteins involved in core plant cell processes, such as light harvesting and photosynthesis, translation, metabolism and cellular transport, that were both phosphorylated and acetylated. Our results establish connections between PTM motifs, PTM catalyzing enzymes and putative substrate networks. We also identified PTM motifs for further characterization of the regulatory mechanisms that control cellular processes during the diurnal cycle in different Arabidopsis organs and seedlings. The sequential dual-PTM analysis expands our understanding of diurnal plant cell regulation by PTMs and provides a useful resource for future analyses, while emphasizing the importance of analyzing multiple PTMs simultaneously to elucidate when, where and how they are involved in plant cell regulation.
- Published
- 2019
45. A new full-length circular DNA sequencing method for viral-sized genomes reveals that RNAi transgenic plants provoke a shift in geminivirus populations in the field
- Author
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Andrea Patrignani, Wilhelm Gruissem, Matthias Hirsch-Hoffmann, Devang Mehta, Hervé Vanderschuren, Mariam Were, Hassan Karakacha Were, Syed Shan-e-Ali Zaidi, and University of Zurich
- Subjects
Biochemistry & Molecular Biology ,Sequence analysis ,VIRUSES ,610 Medicine & health ,10071 Functional Genomics Center Zurich ,Computational biology ,Genome, Viral ,ERRORS ,Genome ,Virus ,law.invention ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,AGE ,1311 Genetics ,law ,Genetics ,Geminiviridae ,Polymerase chain reaction ,030304 developmental biology ,0303 health sciences ,Science & Technology ,biology ,Massively Parallel (Deep) Sequencing ,POLYMERASE ,fungi ,High-Throughput Nucleotide Sequencing ,Sequence Analysis, DNA ,biology.organism_classification ,Plants, Genetically Modified ,RNA silencing ,chemistry ,DNA, Viral ,Methods Online ,570 Life sciences ,RNA Interference ,DNA, Circular ,Life Sciences & Biomedicine ,030217 neurology & neurosurgery ,DNA ,Algorithms ,Single molecule real time sequencing - Abstract
We present a new method, CIDER-Seq (Circular DNA Enrichment sequencing) for the unbiased enrichment and long-read sequencing of viral-sized circular DNA molecules. We used CIDER-Seq to produce single-read full-length virus genomes for the first time. CIDER-Seq combines PCR-free virus enrichment with Single Molecule Real Time sequencing and a new sequence de-concatenation algorithm. We apply our technique to produce >1200 full-length, highly accurate geminivirus genomes from RNAi-transgenic and control plants in a field trial in Kenya. Using CIDER-Seq we can demonstrate for the first time that the expression of antiviral double-stranded RNA (dsRNA) in transgenic plants causes a consistent shift in virus populations towards species sharing low homology to the transgene derived dsRNA. Our method and its application in an economically important crop plant opens new possibilities in periodic virus sequence surveillance and accurate profiling of diverse circular DNA elements., Nucleic Acids Research, 47 (2), ISSN:1362-4962, ISSN:0301-5610
- Published
- 2019
46. A RETINOBLASTOMA-RELATED transcription factor network governs egg cell differentiation and stress response inArabidopsis
- Author
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Olga Kirioukhova-Johnston, Alagarsamy M. Rhahul, Yue Zhou, Pramod Pantha, Maheshi Dassanayake, Patrick von Born, Franziska Turck, Chathura Wijesinghege, Jubin N. Shah, Amal J. Johnston, Danaé S. Larsen, Pallavi Pawar, Geetha Govind, René Lemcke, Vidhyadhar Nandana, and Wilhelm Gruissem
- Subjects
Egg cell ,Cell division ,Retinoblastoma protein ,Embryo ,Cell cycle ,Biology ,biology.organism_classification ,Cell biology ,medicine.anatomical_structure ,Arabidopsis ,biology.protein ,medicine ,MYB ,Transcription factor - Abstract
The multicellular embryo, and ultimately the entire organism, is a derivative of the fertilized egg cell. Unlike in animals, transcription factor networks orchestrating faithful egg development are still largely unknown in plants. We have identified that egg cell differentiation inArabidopsisrequire interplay between evolutionarily conserved onco-protein homologs RETINOBLASTOMA-RELATED (RBR) and redundant MYB proteins MYB64/MYB119. RBR physically interacts with the MYBs; and with plant-specific transcription factors belonging to the RWP-RK-domain (RKD) family and LEAFY COTYLEDON1 (LEC1), which participate in development of egg cells and inherent stress response. RBR binds to most of these egg cell-expressed loci at the DNA level, partially overlapping with sites of histone methylation H3K27me3. Since deregulation ofRKDs phenocopies mutants ofRBRand theMYBs in terms of cell proliferation in the egg cell spatial domain, all the corresponding proteins are likely required to restrict parthenogenetic cell divisions of the egg cells. Cross-talk among these transcription factors, and direct regulation by RBR, govern egg cell development and expression of egg-to-zygotic polarity factors of the WUSCHEL RELATED HOMEOBOX family. Together, a network of RBR-centric transcription factors underlies egg cell development and stress response, possibly, in combination with several other predicted nodes.Author summaryThe RETINOBLASTOMA protein is one of the core components of the Eukaryotic cell cycle, and corresponding evolutionary homologs have been implicated not only to repress cell division but also to control differentiation and development. How RETINOBLASTOMA RELATED (RBR) associate with other higher order regulators to control faithful egg cell development in sexual plants is pivotal for manipulation of successful reproduction in general, and engineering of parthenogenesis when asexual or apomictic seed progeny are desirable over sexual plants. Using a suite of molecular methods, we show that a RBR-associated transcription factor network operates to specify egg cells inArabidopsis. Complex cross-regulation within these transcription factors seems to be necessary for successful maternal egg cell to zygotic transition and reproductive stress response. Detailed genetic analysis implicate that RBR and its interactive partners belonging to MYB and RWP-RK transcription factor families are possibly required to prevent parthenogenesis of the sexual egg cells. Novel RBR networks and stress nodes explained in this study might help to improve our understanding of sexual and asexual reproduction.
- Published
- 2019
47. Enhancement of vitamin B6 levels in rice expressing Arabidopsis vitamin B6 biosynthesis de novo genes
- Author
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Jared B. Fudge, Boris Szurek, Teresa B. Fitzpatrick, Nathalie Mangel, Wilhelm Gruissem, Kuan-Te Li, Ting-Ying Wu, Alisdair R. Fernie, Hervé Vanderschuren, and Takayuki Tohge
- Subjects
0106 biological sciences ,0301 basic medicine ,Monocot ,Transgene ,Plant Science ,OXIDASE ,Crop ,Stress ,vitamin B6 ,01 natural sciences ,VITAMERS ,Endosperm ,03 medical and health sciences ,stress ,Xanthomonas oryzae ,Arabidopsis ,ABIOTIC STRESS ,Genetics ,medicine ,PDX proteins ,Rice ,Vitamin B-6 ,Arabidopsis thaliana ,DISEASE RESISTANCE ,monocot ,crop ,STRESS TOLERANCE ,BOTRYTIS-CINEREA ,Science & Technology ,SINGLET OXYGEN ,biology ,IDENTIFICATION ,Abiotic stress ,rice ,IRON ,Plant Sciences ,food and beverages ,Cell Biology ,Biotic stress ,Pyridoxine ,biology.organism_classification ,PYRIDOXAL 5'-PHOSPHATE SYNTHASE ,030104 developmental biology ,vitamin B-6 ,Biochemistry ,Life Sciences & Biomedicine ,010606 plant biology & botany ,medicine.drug - Abstract
Vitamin B6 (pyridoxine) is vital for key metabolic reactions and reported to have antioxidant properties in planta. Therefore, enhancement of vitamin B6 content has been hypothesized to be a route to improve resistance to biotic and abiotic stresses. Most of the current studies on vitamin B6 in plants are on eudicot species, with monocots remaining largely unexplored. In this study, we investigated vitamin B6 biosynthesis in rice, with a view to examining the feasibility and impact of enhancing vitamin B6 levels. Constitutive expression in rice of two Arabidopsis thaliana genes from the vitamin B6 biosynthesis de novo pathway, AtPDX1.1 and AtPDX2, resulted in a considerable increase in vitamin B6 in leaves (up to 28.3‐fold) and roots (up to 12‐fold), with minimal impact on general growth. Rice lines accumulating high levels of vitamin B6 did not display enhanced tolerance to abiotic stress (salt) or biotic stress (resistance to Xanthomonas oryzae infection). While a significant increase in vitamin B6 content could also be achieved in rice seeds (up to 3.1‐fold), the increase was largely due to its accumulation in seed coat and embryo tissues, with little enhancement observed in the endosperm. However, seed yield was affected in some vitamin B6‐enhanced lines. Notably, expression of the transgenes did not affect the expression of the endogenous rice PDX genes. Intriguingly, despite transgene expression in leaves and seeds, the corresponding proteins were only detectable in leaves and could not be observed in seeds, possibly pointing to a mode of regulation in this organ., The Plant Journal, 99 (6), ISSN:0960-7412, ISSN:1365-313X
- Published
- 2019
- Full Text
- View/download PDF
48. Diurnal changes in the histone H3 signature H3K9ac|H3K27ac|H3S28p are associated with diurnal gene expression in Arabidopsis
- Author
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Johannes Fütterer, Lennart Opitz, Wilhelm Gruissem, Katja Baerenfaller, Hubert Rehrauer, Lars Hennig, Huan Shu, and Matthias Hirsch-Hoffmann
- Subjects
0106 biological sciences ,0301 basic medicine ,Genetics ,Physiology ,Starch catabolic process ,Circadian clock ,Plant Science ,Biology ,01 natural sciences ,Chromatin ,03 medical and health sciences ,Histone H3 ,030104 developmental biology ,Histone ,biology.protein ,H3K4me3 ,Chromatin immunoprecipitation ,Transcription factor ,010606 plant biology & botany - Abstract
Post-translational chromatin modifications are an important regulatory mechanism in light signalling and circadian clock function. The regulation of diurnal transcript level changes requires fine-tuning of the expression of generally active genes depending on the prevailing environmental conditions. We investigated the association of histone modifications H3K4me3, H3K9ac, H3K9me2, H3S10p, H3K27ac, H3K27me3 and H3S28p with diurnal changes in transcript expression using chromatin immunoprecipitations followed by sequencing (ChIP-Seq) in fully expanded leaves 6 of Arabidopsis thaliana grown in short-day optimal and water-deficit conditions. We identified a differential H3K9ac, H3K27ac and H3S28p signature between end-of-day and end-of-night that is correlated with changes in diurnal transcript levels. Genes with this signature have particular over-represented promoter elements and encode proteins that are significantly enriched for transcription factors, circadian clock and starch catabolic process. Additional activating modifications were prevalent in optimally watered (H3S10p) and in water-deficit (H3K4me3) plants. The data suggest a mechanism for diurnal transcript level regulation in which reduced binding of repressive transcription factors facilitates activating H3K9ac, H3K27ac and H3S28p chromatin modifications. The presence of activating chromatin modification patterns on genes only at times of the day when their expression is required can explain why some genes are differentially inducible during the diurnal cycle.
- Published
- 2016
49. Enhancement of vitamin B
- Author
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Nathalie, Mangel, Jared B, Fudge, Kuan-Te, Li, Ting-Ying, Wu, Takayuki, Tohge, Alisdair R, Fernie, Boris, Szurek, Teresa B, Fitzpatrick, Wilhelm, Gruissem, and Hervé, Vanderschuren
- Subjects
Xanthomonas ,Arabidopsis Proteins ,Nitrogenous Group Transferases ,rice ,Arabidopsis ,food and beverages ,Oryza ,Bacterial Infections ,Original Articles ,Plants, Genetically Modified ,Plant Roots ,Salt Stress ,vitamin B6 ,Endosperm ,Vitamin B 6 ,Plant Leaves ,stress ,Gene Expression Regulation, Plant ,Carbon-Nitrogen Lyases ,Seeds ,Original Article ,monocot ,crop ,Transgenes ,PDX proteins - Abstract
Summary Vitamin B6 (pyridoxine) is vital for key metabolic reactions and reported to have antioxidant properties in planta. Therefore, enhancement of vitamin B6 content has been hypothesized to be a route to improve resistance to biotic and abiotic stresses. Most of the current studies on vitamin B6 in plants are on eudicot species, with monocots remaining largely unexplored. In this study, we investigated vitamin B6 biosynthesis in rice, with a view to examining the feasibility and impact of enhancing vitamin B6 levels. Constitutive expression in rice of two Arabidopsis thaliana genes from the vitamin B6 biosynthesis de novo pathway, AtPDX1.1 and AtPDX2, resulted in a considerable increase in vitamin B6 in leaves (up to 28.3‐fold) and roots (up to 12‐fold), with minimal impact on general growth. Rice lines accumulating high levels of vitamin B6 did not display enhanced tolerance to abiotic stress (salt) or biotic stress (resistance to Xanthomonas oryzae infection). While a significant increase in vitamin B6 content could also be achieved in rice seeds (up to 3.1‐fold), the increase was largely due to its accumulation in seed coat and embryo tissues, with little enhancement observed in the endosperm. However, seed yield was affected in some vitamin B6‐enhanced lines. Notably, expression of the transgenes did not affect the expression of the endogenous rice PDX genes. Intriguingly, despite transgene expression in leaves and seeds, the corresponding proteins were only detectable in leaves and could not be observed in seeds, possibly pointing to a mode of regulation in this organ., Significance Statement We demonstrate that vitamin B6 can be enhanced in a monocot species (rice), leading to increased accumulation of unphosphorylated B6 vitamers and pyridoxine glucosides, particularly in leaves. Our analysis reveals current limitations and possibly regulatory mechanisms for vitamin B6 biosynthesis in rice endosperm.
- Published
- 2018
50. A tribute to Lars Hennig (1970–2018)
- Author
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Cristina M. Alexandre, Wilhelm Gruissem, Eberhard Schäfer, Iva Mozgová, Yvonne Steinbach, Maria Derkacheva, and University of Zurich
- Subjects
0106 biological sciences ,0301 basic medicine ,Physiology ,Philosophy ,Tribute ,Art history ,Plant Science ,580 Plants (Botany) ,eXtra Botany ,Obituary ,01 natural sciences ,03 medical and health sciences ,030104 developmental biology ,10126 Department of Plant and Microbial Biology ,10211 Zurich-Basel Plant Science Center ,010606 plant biology & botany - Published
- 2018
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