Pub Date : 2024-10-08eCollection Date: 2024-10-01DOI: 10.1002/pld3.70005
Nhan H Nguyen, Joseph Michaud, Rene Mogollon, Huiting Zhang, Heidi Hargarten, Rachel Leisso, Carolina A Torres, Loren Honaas, Stephen Ficklin
Quality assessment of pome fruits (i.e. apples and pears) is used not only for determining the optimal harvest time but also for the progression of fruit-quality attributes during storage. Therefore, it is typical to repeatedly evaluate fruits during the course of a postharvest experiment. This evaluation often includes careful visual assessments of fruit for apparent defects and physiological symptoms. A general best practice for quality assessment is to rate fruit using the same individual rater or group of individual raters to reduce bias. However, such consistency across labs, facilities, and experiments is often not feasible or attainable. Moreover, while these visual assessments are critical empirical data, they are often coarse-grained and lack consistent objective criteria. Granny, is a tool designed for rating fruit using machine-learning and image-processing to address rater bias and improve resolution. Additionally, Granny supports backward compatibility by providing ratings compatible with long-established standards and references, promoting research program continuity. Current Granny ratings include starch content assessment, rating levels of peel defects, and peel color analyses. Integrative analyses enhanced by Granny's improved resolution and reduced bias, such as linking fruit outcomes to global scale -omics data, environmental changes, and other quantitative fruit quality metrics like soluble solids content and flesh firmness, will further enrich our understanding of fruit quality dynamics. Lastly, Granny is open-source and freely available.
{"title":"Rating pome fruit quality traits using deep learning and image processing.","authors":"Nhan H Nguyen, Joseph Michaud, Rene Mogollon, Huiting Zhang, Heidi Hargarten, Rachel Leisso, Carolina A Torres, Loren Honaas, Stephen Ficklin","doi":"10.1002/pld3.70005","DOIUrl":"10.1002/pld3.70005","url":null,"abstract":"<p><p>Quality assessment of pome fruits (i.e. apples and pears) is used not only for determining the optimal harvest time but also for the progression of fruit-quality attributes during storage. Therefore, it is typical to repeatedly evaluate fruits during the course of a postharvest experiment. This evaluation often includes careful visual assessments of fruit for apparent defects and physiological symptoms. A general best practice for quality assessment is to rate fruit using the same individual rater or group of individual raters to reduce bias. However, such consistency across labs, facilities, and experiments is often not feasible or attainable. Moreover, while these visual assessments are critical empirical data, they are often coarse-grained and lack consistent objective criteria. Granny, is a tool designed for rating fruit using machine-learning and image-processing to address rater bias and improve resolution. Additionally, Granny supports backward compatibility by providing ratings compatible with long-established standards and references, promoting research program continuity. Current Granny ratings include starch content assessment, rating levels of peel defects, and peel color analyses. Integrative analyses enhanced by Granny's improved resolution and reduced bias, such as linking fruit outcomes to global scale -omics data, environmental changes, and other quantitative fruit quality metrics like soluble solids content and flesh firmness, will further enrich our understanding of fruit quality dynamics. Lastly, Granny is open-source and freely available.</p>","PeriodicalId":20230,"journal":{"name":"Plant Direct","volume":"8 10","pages":"e70005"},"PeriodicalIF":2.3,"publicationDate":"2024-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11461139/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142392605","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Although peroxisomes are integral for both primary and secondary metabolism, how developmental changes affect activity of peroxisomes remains poorly understood. Here, we used published RNA-seq data to analyze the expression patterns of genes encoding 21 peroxisome metabolic pathways at successive developmental stages of Zea mays and Oryza sativa. Photorespiration was the most represented pathway in adult leaf relative to the juvenile stages. Components of reactive oxygen species (ROS)/reactive nitrogen species (RNS) metabolism, NADPH regeneration, and catabolism of polyamines were also enriched at later stages of leaf differentiation. The most commonly upregulated gene in differentiated leaves across all datasets of both species was BETAINE ALANINE DEHYDROGENASE (BADH). BADH functions in catabolism of polyamines where it converts 4-aminobutyraldehyde (ABAL) to 4-aminobutyrate (GABA). We tested the outcome of RNA-seq analysis by qRT-PCR in developing Triticum monococcum ssp. monococcum (Einkorn) seedlings. Consistent with the outcomes of RNA-seq analysis, transcription of BADH and CATALASE3 (CAT3) were upregulated in older seedlings. CAT3 is an essential peroxisome biogenesis factor and a key enzyme of ROS homeostasis. Furthermore, exogenous application of GABA resulted in higher peroxisome abundance and transcriptional upregulation of BADH and a gene encoding another peroxisome biogenesis factor responsible for peroxisome fission, PEROXIN11C (PEX11C), in leaves. We propose that GABA contributes to regulation of peroxisome fission machinery during leaf differentiation.
{"title":"GABA promotes peroxisome proliferation in <i>Triticum monococcum</i> leaves.","authors":"Yunus Şahin, Taras Nazarov, Ercan Selçuk Ünlü, Andrei Smertenko, Nusret Zencrici","doi":"10.1002/pld3.70007","DOIUrl":"10.1002/pld3.70007","url":null,"abstract":"<p><p>Although peroxisomes are integral for both primary and secondary metabolism, how developmental changes affect activity of peroxisomes remains poorly understood. Here, we used published RNA-seq data to analyze the expression patterns of genes encoding 21 peroxisome metabolic pathways at successive developmental stages of <i>Zea mays</i> and <i>Oryza sativa</i>. Photorespiration was the most represented pathway in adult leaf relative to the juvenile stages. Components of reactive oxygen species (ROS)/reactive nitrogen species (RNS) metabolism, NADPH regeneration, and catabolism of polyamines were also enriched at later stages of leaf differentiation. The most commonly upregulated gene in differentiated leaves across all datasets of both species was <i>BETAINE ALANINE DEHYDROGENASE</i> (<i>BADH</i>). <i>BADH</i> functions in catabolism of polyamines where it converts 4-aminobutyraldehyde (ABAL) to 4-aminobutyrate (GABA). We tested the outcome of RNA-seq analysis by qRT-PCR in developing <i>Triticum monococcum</i> ssp. <i>monococcum</i> (Einkorn) seedlings. Consistent with the outcomes of RNA-seq analysis, transcription of <i>BADH</i> and <i>CATALASE3</i> (<i>CAT3</i>) were upregulated in older seedlings. CAT3 is an essential peroxisome biogenesis factor and a key enzyme of ROS homeostasis. Furthermore, exogenous application of GABA resulted in higher peroxisome abundance and transcriptional upregulation of <i>BADH</i> and a gene encoding another peroxisome biogenesis factor responsible for peroxisome fission, <i>PEROXIN11C</i> (<i>PEX11C</i>), in leaves. We propose that GABA contributes to regulation of peroxisome fission machinery during leaf differentiation.</p>","PeriodicalId":20230,"journal":{"name":"Plant Direct","volume":"8 10","pages":"e70007"},"PeriodicalIF":2.3,"publicationDate":"2024-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11452350/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142381507","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-09-24eCollection Date: 2024-09-01DOI: 10.1002/pld3.70006
Jayde A Zimmerman, Benjamin Verboonen, Andrew P Harrison Hanson, Luis R Arballo, Judy A Brusslan
Extracellular vesicles (EVs) are membrane-bound exosomes secreted into the apoplast. Two distinct populations of EVs have been described in Arabidopsis: PEN1-associated and TET8-associated. We previously noted early leaf senescence in the pen1 single and pen1pen3 double mutant. Both PEN1 and PEN3 are abundant in EV proteomes suggesting that EVs might regulate leaf senescence in soil-grown plants. We observed that TET8 is more abundant in the apoplast of early senescing pen1 and pen1pen3 mutant rosettes and in older wild-type (WT) rosettes. The increase in apoplast TET8 in the pen1 mutant did not correspond to increased TET8 mRNA levels. In addition, apoplast TET8 was more abundant in the early leaf senescence myb59 mutant, meaning the increase in apoplast TET8 protein during leaf senescence is not dependent on pen1 or pen3. Genetic analysis showed a significant delay in leaf senescence in tet3tet8 double mutants after 6 weeks of growth suggesting that these two tetraspanin paralogs operate additively and are positive regulators of leaf senescence. This is opposite of the effect of pen1 and pen1pen3 mutants that show early senescence and suggest PEN1 to be a negative regulator of leaf senescence. Our work provides initial support that apoplast-localized TET8 in combination with TET3 positively regulates age-related leaf senescence in soil-grown Arabidopsis plants.
{"title":"Arabidopsis apoplast TET8 positively correlates to leaf senescence, and <i>tet3tet8</i> double mutants are delayed in leaf senescence.","authors":"Jayde A Zimmerman, Benjamin Verboonen, Andrew P Harrison Hanson, Luis R Arballo, Judy A Brusslan","doi":"10.1002/pld3.70006","DOIUrl":"10.1002/pld3.70006","url":null,"abstract":"<p><p>Extracellular vesicles (EVs) are membrane-bound exosomes secreted into the apoplast. Two distinct populations of EVs have been described in Arabidopsis: PEN1-associated and TET8-associated. We previously noted early leaf senescence in the <i>pen1</i> single and <i>pen1pen3</i> double mutant. Both PEN1 and PEN3 are abundant in EV proteomes suggesting that EVs might regulate leaf senescence in soil-grown plants. We observed that TET8 is more abundant in the apoplast of early senescing <i>pen1</i> and <i>pen1pen3</i> mutant rosettes and in older wild-type (WT) rosettes. The increase in apoplast TET8 in the <i>pen1</i> mutant did not correspond to increased <i>TET8</i> mRNA levels. In addition, apoplast TET8 was more abundant in the early leaf senescence <i>myb59</i> mutant, meaning the increase in apoplast TET8 protein during leaf senescence is not dependent on <i>pen1</i> or <i>pen3</i>. Genetic analysis showed a significant delay in leaf senescence in <i>tet3tet8</i> double mutants after 6 weeks of growth suggesting that these two tetraspanin paralogs operate additively and are positive regulators of leaf senescence. This is opposite of the effect of <i>pen1</i> and <i>pen1pen3</i> mutants that show early senescence and suggest PEN1 to be a negative regulator of leaf senescence. Our work provides initial support that apoplast-localized TET8 in combination with TET3 positively regulates age-related leaf senescence in soil-grown Arabidopsis plants.</p>","PeriodicalId":20230,"journal":{"name":"Plant Direct","volume":"8 9","pages":"e70006"},"PeriodicalIF":2.3,"publicationDate":"2024-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11422175/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142352546","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-09-19eCollection Date: 2024-09-01DOI: 10.1002/pld3.616
Yeong-Geun Lee, Jeong Eun Kwon, Won-Sil Choi, Nam-In Baek, Se Chan Kang
Abeliophyllum distichum (Oleaceae), endemic to the Korean Peninsula and the sole member of its genus and species, possesses high scarcity value, escalating its importance under the Nagoya Protocol. Despite its significance, their metabolites and activities of A. distichum flowers remain unexplored. This study employs an integrated metabolomic approach utilizing NMR, LC/MS, GC/MS, and FTIR techniques to comprehensively analyze the metabolite profile of A. distichum flowers. By combining these methods, we identified 35 metabolites, 43 secondary metabolites, and 108 hydrophobic primary metabolites. Notably, distinct concentration patterns of these compounds were observed across five variants, classified based on morphological characteristics. Correlation analyses of primary and secondary metabolites unveiled varietal metabolic flux, providing insights into A. distichum flower metabolism. Additionally, the reconstruction of metabolic pathways based on dissimilarities in morphological traits elucidates variant-specific metabolic signatures. These findings not only enhance our understanding of chemical differences between varieties but also underscore the importance of considering varietal differences in future research and conservation efforts.
Abeliophyllum distichum(油茶科)是朝鲜半岛特有的植物,也是其属和种的唯一成员,具有极高的稀缺价值,使其在名古屋议定书中的重要性不断提升。尽管其重要性不言而喻,但 A. distichum 花的代谢物和活性仍未得到研究。本研究采用综合代谢组学方法,利用 NMR、LC/MS、GC/MS 和 FTIR 技术全面分析了 A. distichum 花的代谢物谱。结合这些方法,我们确定了 35 种代谢物、43 种次级代谢物和 108 种疏水初级代谢物。值得注意的是,在根据形态特征分类的五个变体中观察到了这些化合物不同的浓度模式。初级和次级代谢物的相关性分析揭示了变种的代谢通量,为深入了解 A. distichum 花的代谢提供了线索。此外,根据形态特征的差异重建代谢途径也阐明了变种特有的代谢特征。这些发现不仅加深了我们对不同品种间化学差异的理解,还强调了在未来的研究和保护工作中考虑品种差异的重要性。
{"title":"Deciphering chemical diversity among five variants of <i>Abeliophyllum distichum</i> flowers through metabolomics analysis.","authors":"Yeong-Geun Lee, Jeong Eun Kwon, Won-Sil Choi, Nam-In Baek, Se Chan Kang","doi":"10.1002/pld3.616","DOIUrl":"https://doi.org/10.1002/pld3.616","url":null,"abstract":"<p><p><i>Abeliophyllum distichum</i> (Oleaceae), endemic to the Korean Peninsula and the sole member of its genus and species, possesses high scarcity value, escalating its importance under the Nagoya Protocol. Despite its significance, their metabolites and activities of <i>A. distichum</i> flowers remain unexplored. This study employs an integrated metabolomic approach utilizing NMR, LC/MS, GC/MS, and FTIR techniques to comprehensively analyze the metabolite profile of <i>A. distichum</i> flowers. By combining these methods, we identified 35 metabolites, 43 secondary metabolites, and 108 hydrophobic primary metabolites. Notably, distinct concentration patterns of these compounds were observed across five variants, classified based on morphological characteristics. Correlation analyses of primary and secondary metabolites unveiled varietal metabolic flux, providing insights into <i>A. distichum</i> flower metabolism. Additionally, the reconstruction of metabolic pathways based on dissimilarities in morphological traits elucidates variant-specific metabolic signatures. These findings not only enhance our understanding of chemical differences between varieties but also underscore the importance of considering varietal differences in future research and conservation efforts.</p>","PeriodicalId":20230,"journal":{"name":"Plant Direct","volume":"8 9","pages":"e616"},"PeriodicalIF":2.3,"publicationDate":"2024-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11411454/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142293625","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-09-05eCollection Date: 2024-09-01DOI: 10.1002/pld3.591
Gregory Tanner, Allison van de Meene, Anthony Bacic
The spatial accumulation of hordeins in the developing endosperm of barley grains was examined by immunofluorescence microscopy (immunolight microscopy [iLM]) and immunoelectron microscopy (iEM) to establish the timing and subcellular pattern of hordein synthesis and deposition. The pattern seen for hordeins was compared to other abundant grain proteins, such as serpin Z4 and lipid transfer protein 1 (LTP1). Hordein accumulates throughout grain development, from 6 to 37 days post-anthesis (DPA). In contrast, serpin Z4 was present at 6 DPA, but the greatest synthesis and accumulation occurred during the middle of seed development, from 15 to 30 DPA. LTP1 accumulated later in seed development, from 15 to 30 DPA. Hordeins accumulated within the lumen of the endoplasmic reticulum (ER), were exocytosed from the ER membrane, and accumulated in protein bodies, which then fused either with the protein storage vacuoles or with other protein bodies, which also later fused with the protein storage vacuoles. iEM showed hordein, and LTP1 appeared not to traverse the Golgi apparatus (GA). Hordein, LTP1, and serpin Z4 colocalized to the same protein bodies and were co-transported to the protein storage vacuole in the same protein bodies. It is likely that this represents a general transport mechanism common to storage proteins in developing grains.
{"title":"Immunolocalization of hordein synthesis and transport in developing barley endosperm.","authors":"Gregory Tanner, Allison van de Meene, Anthony Bacic","doi":"10.1002/pld3.591","DOIUrl":"10.1002/pld3.591","url":null,"abstract":"<p><p>The spatial accumulation of hordeins in the developing endosperm of barley grains was examined by immunofluorescence microscopy (immunolight microscopy [iLM]) and immunoelectron microscopy (iEM) to establish the timing and subcellular pattern of hordein synthesis and deposition. The pattern seen for hordeins was compared to other abundant grain proteins, such as serpin Z4 and lipid transfer protein 1 (LTP1). Hordein accumulates throughout grain development, from 6 to 37 days post-anthesis (DPA). In contrast, serpin Z4 was present at 6 DPA, but the greatest synthesis and accumulation occurred during the middle of seed development, from 15 to 30 DPA. LTP1 accumulated later in seed development, from 15 to 30 DPA. Hordeins accumulated within the lumen of the endoplasmic reticulum (ER), were exocytosed from the ER membrane, and accumulated in protein bodies, which then fused either with the protein storage vacuoles or with other protein bodies, which also later fused with the protein storage vacuoles. iEM showed hordein, and LTP1 appeared not to traverse the Golgi apparatus (GA). Hordein, LTP1, and serpin Z4 colocalized to the same protein bodies and were co-transported to the protein storage vacuole in the same protein bodies. It is likely that this represents a general transport mechanism common to storage proteins in developing grains.</p>","PeriodicalId":20230,"journal":{"name":"Plant Direct","volume":"8 9","pages":"e591"},"PeriodicalIF":2.3,"publicationDate":"2024-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11377179/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142154789","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Quentin Rivière, Virginie Raskin, Romário de Melo, Stéphanie Boutet, Massimiliano Corso, Matthieu Defrance, Alex A. R. Webb, Nathalie Verbruggen, Armand D. Anoman
Light/dark (LD) cycles are responsible for oscillations in gene expression, which modulate several aspects of plant physiology. Those oscillations can persist under constant conditions due to regulation by the circadian oscillator. The response of the transcriptome to light regimes is dynamic and allows plants to adapt rapidly to changing environmental conditions. We compared the transcriptome of Arabidopsis under LD and constant light (LL) for 3 days and identified different gene co‐expression networks in the two light regimes. Our studies yielded unforeseen insights into circadian regulation. Intuitively, we anticipated that gene clusters regulated by the circadian oscillator would display oscillations under LD cycles. However, we found transcripts encoding components of the flavonoid metabolism pathway that were rhythmic in LL but not in LD. We also discovered that the expressions of many stress‐related genes were significantly increased during the dark period in LD relative to the subjective night in LL, whereas the expression of these genes in the light period was similar. The nocturnal pattern of these stress‐related gene expressions suggested a form of “skotoprotection.” The transcriptomics data were made available in a web application named Cyclath, which we believe will be a useful tool to contribute to a better understanding of the impact of light regimes on plants.
{"title":"Effects of light regimes on circadian gene co‐expression networks in Arabidopsis thaliana","authors":"Quentin Rivière, Virginie Raskin, Romário de Melo, Stéphanie Boutet, Massimiliano Corso, Matthieu Defrance, Alex A. R. Webb, Nathalie Verbruggen, Armand D. Anoman","doi":"10.1002/pld3.70001","DOIUrl":"https://doi.org/10.1002/pld3.70001","url":null,"abstract":"Light/dark (LD) cycles are responsible for oscillations in gene expression, which modulate several aspects of plant physiology. Those oscillations can persist under constant conditions due to regulation by the circadian oscillator. The response of the transcriptome to light regimes is dynamic and allows plants to adapt rapidly to changing environmental conditions. We compared the transcriptome of Arabidopsis under LD and constant light (LL) for 3 days and identified different gene co‐expression networks in the two light regimes. Our studies yielded unforeseen insights into circadian regulation. Intuitively, we anticipated that gene clusters regulated by the circadian oscillator would display oscillations under LD cycles. However, we found transcripts encoding components of the flavonoid metabolism pathway that were rhythmic in LL but not in LD. We also discovered that the expressions of many stress‐related genes were significantly increased during the dark period in LD relative to the subjective night in LL, whereas the expression of these genes in the light period was similar. The nocturnal pattern of these stress‐related gene expressions suggested a form of “skotoprotection.” The transcriptomics data were made available in a web application named <jats:italic>Cyclath</jats:italic>, which we believe will be a useful tool to contribute to a better understanding of the impact of light regimes on plants.","PeriodicalId":20230,"journal":{"name":"Plant Direct","volume":"180 1","pages":""},"PeriodicalIF":3.0,"publicationDate":"2024-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142224049","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
RNA methylation plays a central regulatory role in plant biology and is a relatively new target for plant improvement efforts. In nearly all cases, perturbation of the RNA methylation machinery results in deleterious phenotypes. However, a recent landmark paper reported that transcriptome‐wide use of the human RNA demethylase FTO substantially increased the yield of rice and potatoes. Here, we have performed the first independent replication of those results and demonstrated broader transferability of the trait, finding increased flower and fruit count in the model species Arabidopsis thaliana. We also performed RNA‐seq of our FTO‐transgenic plants, which we analyzed in conjunction with previously published datasets to detect several previously unrecognized patterns in the functional and structural classification of the upregulated and downregulated genes. From these, we present mechanistic hypotheses to explain these surprising results with the goal of spurring more widespread interest in this promising new approach to plant engineering.
{"title":"Expression of a mammalian RNA demethylase increases flower number and floral stem branching in Arabidopsis thaliana","authors":"Kasey Markel, Lucas Waldburger, Patrick M. Shih","doi":"10.1002/pld3.70000","DOIUrl":"https://doi.org/10.1002/pld3.70000","url":null,"abstract":"RNA methylation plays a central regulatory role in plant biology and is a relatively new target for plant improvement efforts. In nearly all cases, perturbation of the RNA methylation machinery results in deleterious phenotypes. However, a recent landmark paper reported that transcriptome‐wide use of the human RNA demethylase FTO substantially increased the yield of rice and potatoes. Here, we have performed the first independent replication of those results and demonstrated broader transferability of the trait, finding increased flower and fruit count in the model species <jats:styled-content style=\"fixed-case\"><jats:italic>Arabidopsis thaliana</jats:italic></jats:styled-content>. We also performed RNA‐seq of our FTO‐transgenic plants, which we analyzed in conjunction with previously published datasets to detect several previously unrecognized patterns in the functional and structural classification of the upregulated and downregulated genes. From these, we present mechanistic hypotheses to explain these surprising results with the goal of spurring more widespread interest in this promising new approach to plant engineering.","PeriodicalId":20230,"journal":{"name":"Plant Direct","volume":"11 1","pages":""},"PeriodicalIF":3.0,"publicationDate":"2024-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142224057","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-20eCollection Date: 2024-09-01DOI: 10.1002/pld3.625
Asena Akköse Baytar, Ertuğrul Gazi Yanar, Anne Frary, Sami Doğanlar
European hazelnut (Corylus avellana L.) is an important nut crop due to its nutritional benefits, culinary uses, and economic value. Türkiye is the leading producer of hazelnut, followed by Italy and the United States. Quantitative trait locus studies offer promising opportunities for breeders and geneticists to identify genomic regions controlling desirable traits in hazelnut. A genome-wide association analysis was conducted with 5,567 single nucleotide polymorphisms on a Turkish core set of 86 hazelnut accessions, revealing 189 quantitative trait nucleotides (QTNs) associated with 22 of 31 traits (p < 2.9E-07). These QTNs were associated with plant and leaf, phenological, reproductive, nut, and kernel traits. Based on the close physical distance of QTNs associated with the same trait, we identified 23 quantitative trait loci. Furthermore, we identified 23 loci of multiple QTs comprising chromosome locations associated with more than one trait at the same position or in close proximity. A total of 159 candidate genes were identified for 189 QTNs, with 122 of them containing significant conserved protein domains. Some candidate matches to known proteins/domains were highly significant, suggesting that they have similar functions as their matches. This comprehensive study provides valuable insights for the development of breeding strategies and the improvement of hazelnut and enhances the understanding of the genetic architecture of complex traits by proposing candidate genes and potential functions.
{"title":"Association mapping and candidate gene identification for yield traits in European hazelnut (<i>Corylus avellana</i> L.).","authors":"Asena Akköse Baytar, Ertuğrul Gazi Yanar, Anne Frary, Sami Doğanlar","doi":"10.1002/pld3.625","DOIUrl":"10.1002/pld3.625","url":null,"abstract":"<p><p>European hazelnut (<i>Corylus avellana</i> L.) is an important nut crop due to its nutritional benefits, culinary uses, and economic value. Türkiye is the leading producer of hazelnut, followed by Italy and the United States. Quantitative trait locus studies offer promising opportunities for breeders and geneticists to identify genomic regions controlling desirable traits in hazelnut. A genome-wide association analysis was conducted with 5,567 single nucleotide polymorphisms on a Turkish core set of 86 hazelnut accessions, revealing 189 quantitative trait nucleotides (QTNs) associated with 22 of 31 traits (<i>p</i> < 2.9E-07). These QTNs were associated with plant and leaf, phenological, reproductive, nut, and kernel traits. Based on the close physical distance of QTNs associated with the same trait, we identified 23 quantitative trait loci. Furthermore, we identified 23 loci of multiple QTs comprising chromosome locations associated with more than one trait at the same position or in close proximity. A total of 159 candidate genes were identified for 189 QTNs, with 122 of them containing significant conserved protein domains. Some candidate matches to known proteins/domains were highly significant, suggesting that they have similar functions as their matches. This comprehensive study provides valuable insights for the development of breeding strategies and the improvement of hazelnut and enhances the understanding of the genetic architecture of complex traits by proposing candidate genes and potential functions.</p>","PeriodicalId":20230,"journal":{"name":"Plant Direct","volume":"8 8","pages":"e625"},"PeriodicalIF":2.3,"publicationDate":"2024-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11336203/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142018362","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-19eCollection Date: 2024-09-01DOI: 10.1002/pld3.626
Tesfamichael H Kebrom
Shoot branches grow from axillary buds and play a crucial role in shaping shoot architecture and determining crop yield. Shade signals inactivate phytochrome B (phyB) and induce bud dormancy, thereby inhibiting shoot branching. Prior transcriptome profiling of axillary bud dormancy in a phyB-deficient mutant (58M, phyB-1) and bud outgrowth in wild-type (100M, PHYB) sorghum genotypes identified differential expression of genes associated with flowering, plant hormones, and sugars, including SbCN2, SbNCED3, SbCKX1, SbACO1, SbGA2ox1, and SbCwINVs. This study examined the expression of these genes during bud dormancy induced by shade and defoliation in 100M sorghum. The aim was to elucidate the molecular mechanisms activated by shade in axillary buds by comparing them with those activated by defoliation. The expression of marker genes for sugar levels suggests shade and defoliation reduce the sugar supply to the buds and induce bud dormancy. Intriguingly, both shade signals and defoliation downregulated SbNCED3, suggesting that ABA might not play a role in promoting axillary bud dormancy in sorghum. Whereas the cytokinin (CK) degrading gene SbCKX1 was upregulated solely by shade signals in the buds, the CK inducible genes SbCGA1 and SbCwINVs were downregulated during both shade- and defoliation-induced bud dormancy. This indicates a decrease in CK levels in the dormant buds. Shade signals dramatically upregulated SbCN2, an ortholog of the Arabidopsis TFL1 known for inhibiting flowering, whereas defoliation did not increase SbCN2 expression in the buds. Removing shade temporarily downregulated SbCN2 in dormant buds, further indicating its expression is not always correlated with bud dormancy. Because shade signals also trigger a systemic early flowering signal, SbCN2 might be activated to protect the buds from transitioning to flowering before growing into branches. In conclusion, this study demonstrates that shade signals activate two distinct molecular mechanisms in sorghum buds: one induces dormancy by reducing CK and sugars, whereas the other inhibits flowering by activating SbCN2. Given the agricultural significance of TFL1-like genes, the rapid regulation of SbCN2 by light signals in axillary buds revealed in this study warrants further investigation to explore its potential in crop improvement strategies.
嫩枝从腋芽长出,在形成嫩枝结构和决定作物产量方面起着至关重要的作用。遮荫信号会使植物色素 B(phyB)失活,诱导芽休眠,从而抑制芽的分枝。之前对phyB缺陷突变体(58M,phyB-1)的腋芽休眠和野生型(100M,PHYB)高粱基因型的芽萌发进行的转录组分析发现,与开花、植物激素和糖类相关的基因表达存在差异,包括SbCN2、SbNCED3、SbCKX1、SbACO1、SbGA2ox1和SbCwINVs。本研究考察了这些基因在 100M 高粱受遮荫和落叶诱导的芽休眠期的表达情况。目的是通过比较遮荫和落叶对腋芽激活的分子机制,阐明这些机制。糖分水平标记基因的表达表明,遮荫和落叶会减少对芽的糖分供应,诱导芽休眠。耐人寻味的是,遮荫信号和落叶都会下调 SbNCED3,这表明 ABA 在促进高粱腋芽休眠中可能不起作用。细胞分裂素(CK)降解基因 SbCKX1 仅受遮荫信号的影响而上调,而 CK 诱导基因 SbCGA1 和 SbCwINVs 则在遮荫和落叶诱导的芽休眠过程中均出现下调。这表明休眠芽中的 CK 水平下降。遮荫信号显著上调了 SbCN2(拟南芥 TFL1 的直向同源物,已知抑制开花),而落叶并没有增加芽中 SbCN2 的表达。遮荫暂时降低了休眠芽中 SbCN2 的表达,这进一步表明它的表达并不总是与芽的休眠相关。由于遮荫信号也会触发系统性的早花信号,SbCN2可能会被激活,以保护芽在长成分枝之前过渡到开花。总之,本研究表明,遮荫信号激活了高粱花蕾中两种不同的分子机制:一种是通过减少 CK 和糖分诱导休眠,另一种是通过激活 SbCN2 抑制开花。鉴于 TFL1 类基因的农业意义,本研究揭示的腋芽中光信号对 SbCN2 的快速调控值得进一步研究,以探索其在作物改良策略中的潜力。
{"title":"Shade signals activate distinct molecular mechanisms that induce dormancy and inhibit flowering in vegetative axillary buds of sorghum.","authors":"Tesfamichael H Kebrom","doi":"10.1002/pld3.626","DOIUrl":"10.1002/pld3.626","url":null,"abstract":"<p><p>Shoot branches grow from axillary buds and play a crucial role in shaping shoot architecture and determining crop yield. Shade signals inactivate phytochrome B (phyB) and induce bud dormancy, thereby inhibiting shoot branching. Prior transcriptome profiling of axillary bud dormancy in a phyB-deficient mutant (58M, <i>phyB-1</i>) and bud outgrowth in wild-type (100M, <i>PHYB</i>) sorghum genotypes identified differential expression of genes associated with flowering, plant hormones, and sugars, including <i>SbCN2</i>, <i>SbNCED3</i>, <i>SbCKX1</i>, <i>SbACO1</i>, <i>SbGA2ox1</i>, and <i>SbCwINVs</i>. This study examined the expression of these genes during bud dormancy induced by shade and defoliation in 100M sorghum. The aim was to elucidate the molecular mechanisms activated by shade in axillary buds by comparing them with those activated by defoliation. The expression of marker genes for sugar levels suggests shade and defoliation reduce the sugar supply to the buds and induce bud dormancy. Intriguingly, both shade signals and defoliation downregulated <i>SbNCED3</i>, suggesting that ABA might not play a role in promoting axillary bud dormancy in sorghum. Whereas the cytokinin (CK) degrading gene <i>SbCKX1</i> was upregulated solely by shade signals in the buds, the CK inducible genes <i>SbCGA1</i> and <i>SbCwINVs</i> were downregulated during both shade- and defoliation-induced bud dormancy. This indicates a decrease in CK levels in the dormant buds. Shade signals dramatically upregulated <i>SbCN2</i>, an ortholog of the Arabidopsis <i>TFL1</i> known for inhibiting flowering, whereas defoliation did not increase <i>SbCN2</i> expression in the buds. Removing shade temporarily downregulated <i>SbCN2</i> in dormant buds, further indicating its expression is not always correlated with bud dormancy. Because shade signals also trigger a systemic early flowering signal, <i>SbCN2</i> might be activated to protect the buds from transitioning to flowering before growing into branches. In conclusion, this study demonstrates that shade signals activate two distinct molecular mechanisms in sorghum buds: one induces dormancy by reducing CK and sugars, whereas the other inhibits flowering by activating <i>SbCN2</i>. Given the agricultural significance of <i>TFL1</i>-like genes, the rapid regulation of <i>SbCN2</i> by light signals in axillary buds revealed in this study warrants further investigation to explore its potential in crop improvement strategies.</p>","PeriodicalId":20230,"journal":{"name":"Plant Direct","volume":"8 8","pages":"e626"},"PeriodicalIF":2.3,"publicationDate":"2024-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11333302/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142009308","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-16eCollection Date: 2024-09-01DOI: 10.1002/pld3.627
Linda Rymarquis, Chenxi Wu, Diane Hohorst, Miguel Vega-Sanchez, Thomas E Mullen, Vijetha Vemulapalli, Douglas R Smith
Clustered regularly interspaced short palindromic repeats (CRISPR) technology has revolutionized creating targeted genetic variation in crops. Although CRISPR enzymes have been reported to have high sequence-specificity, careful design of the editing reagents can also reduce unintended edits at highly homologous sites. This work details the first large-scale study of the heritability of on-target edits and the rate of edits at off-target sites in soybean (Glycine max), assaying ~700 T1 plants each resulting from transformation with LbCas12a constructs containing CRISPR RNAs (crRNAs) predicted to be either "unique" with no off-target sites or "promiscuous" with >10 potential off-targets in the soybean genome. Around 80% of the on-target edits observed in T0 plants were inherited in the T1 generation, and ~49% of the total observed on-target edits in T1 were not observed at T0, indicating continued activity of LbCas12a throughout the life cycle of the plant. In planta editing at off-target sites was observed for the Promiscuous but not the Unique crRNA. Examination of the edited off-target sites revealed that LbCas12a was highly tolerant to mismatches between the crRNA and target site in bases 21-23 relative to the start of the protospacer, but even a single mismatch in the first 20 nt drastically reduced the editing rate. In addition, edits at off-target sites have lower inheritance rates than on-target edits, suggesting that they occur later in the plant's lifecycle. Plants with a desired on-target edit and no off-target edits could be identified in the T1 generation for 100% of the T0 plants edited with the Unique crRNA compared with the 65% of T0 plants edited with the Promiscuous crRNA. This confirms that proper crRNA selection can reduce or eliminate off-target editing. Even when potential off-target sites are predicted, plants containing only the intended edits can still be identified and propagated.
{"title":"Impact of predictive selection of LbCas12a CRISPR RNAs upon on- and off-target editing rates in soybean.","authors":"Linda Rymarquis, Chenxi Wu, Diane Hohorst, Miguel Vega-Sanchez, Thomas E Mullen, Vijetha Vemulapalli, Douglas R Smith","doi":"10.1002/pld3.627","DOIUrl":"10.1002/pld3.627","url":null,"abstract":"<p><p>Clustered regularly interspaced short palindromic repeats (CRISPR) technology has revolutionized creating targeted genetic variation in crops. Although CRISPR enzymes have been reported to have high sequence-specificity, careful design of the editing reagents can also reduce unintended edits at highly homologous sites. This work details the first large-scale study of the heritability of on-target edits and the rate of edits at off-target sites in soybean (<i>Glycine max</i>), assaying ~700 T1 plants each resulting from transformation with LbCas12a constructs containing CRISPR RNAs (crRNAs) predicted to be either \"unique\" with no off-target sites or \"promiscuous\" with >10 potential off-targets in the soybean genome. Around 80% of the on-target edits observed in T0 plants were inherited in the T1 generation, and ~49% of the total observed on-target edits in T1 were not observed at T0, indicating continued activity of LbCas12a throughout the life cycle of the plant. In planta editing at off-target sites was observed for the Promiscuous but not the Unique crRNA. Examination of the edited off-target sites revealed that LbCas12a was highly tolerant to mismatches between the crRNA and target site in bases 21-23 relative to the start of the protospacer, but even a single mismatch in the first 20 nt drastically reduced the editing rate. In addition, edits at off-target sites have lower inheritance rates than on-target edits, suggesting that they occur later in the plant's lifecycle. Plants with a desired on-target edit and no off-target edits could be identified in the T1 generation for 100% of the T0 plants edited with the Unique crRNA compared with the 65% of T0 plants edited with the Promiscuous crRNA. This confirms that proper crRNA selection can reduce or eliminate off-target editing. Even when potential off-target sites are predicted, plants containing only the intended edits can still be identified and propagated.</p>","PeriodicalId":20230,"journal":{"name":"Plant Direct","volume":"8 8","pages":"e627"},"PeriodicalIF":2.3,"publicationDate":"2024-08-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11328349/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142000565","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}