Article
Biochemical Research Methods
Han Bao, Jinhui Zhao, Xinjie Zhao, Chunxia Zhao, Xin Lu, Guowang Xu
Summary: In this study, we proposed a transfer learning approach using a pre-trained hybrid deep learning architecture, GTC, which combines Graph Transformer and convolutional neural network, to predict plant metabolic pathways. GTC provides comprehensive molecular representation and outperforms other machine learning models on the KEGG dataset. It achieves high accuracy in classifying KEGG metabolic pathways and predicting plant secondary metabolic pathways. Furthermore, GTC demonstrates its generalization ability by accurately classifying natural products.
BMC BIOINFORMATICS
(2023)
Article
Plant Sciences
Yue Lu, Qing Bu, Mingli Chuan, Xiaoyun Cui, Yu Zhao, Dao-Xiu Zhou
Summary: Chromatin modifications play a crucial role in shaping the epigenome and regulating gene expression during plant development and adaptation to environmental changes. The activities of chromatin modification enzymes are influenced by cellular metabolites, such as S-adenosyl-methionine, acetyl-CoA, alpha-ketoglutarate, and NAD(+). On the other hand, changes in the plant epigenome and activity of epigenetic regulators can impact cellular metabolism through regulation of metabolic enzymes. This review highlights recent advances in understanding the metabolic control of plant chromatin regulators and epigenomes, which contribute to plant adaptation to environmental stresses.
Review
Plant Sciences
Cynthia Wong, David Alabadi, Miguel A. Blazquez
Summary: Plant hormones can act in the cells where they are produced, but also function as signaling molecules to coordinate physiological responses between different parts of the plant. The spatial ranges of hormone action are determined by metabolism, transport, and perception/signal transduction pathways.
JOURNAL OF EXPERIMENTAL BOTANY
(2023)
Review
Neurosciences
Noemi Sgammeglia, Simon G. Sprecher
Summary: Regulating energy metabolism is critical for maintaining cellular and systemic functions. The mushroom bodies in the brain, as a regulatory center, play a significant role in integrating metabolic cues and impacting learned behavior.
TRENDS IN NEUROSCIENCES
(2022)
Review
Plant Sciences
Sara Zandalinas, Damian Balfagon, Aurelio Gomez-Cadenas, Ron Mittler
Summary: Climate change is expected to increase the occurrence and severity of abiotic stress combinations, posing a significant threat to plant growth and crop yield. Plants can respond to these combinations by activating specific physiological and molecular responses, as well as adjusting metabolic pathways to mitigate the negative effects. This review examines recent studies on the metabolic changes in plants under stress combinations and suggests using metabolites as breeding targets to develop stress-tolerant crops.
JOURNAL OF EXPERIMENTAL BOTANY
(2022)
Article
Ecology
Miriam Ruocco, Isabel Barrote, Jan Dirk Hofman, Katia Pes, Monya M. Costa, Gabriele Procaccini, Joao Silva, Emanuela Dattolo
Summary: The circadian clock is an internal time-keeping mechanism that regulates plant metabolism and physiology, interacting with environmental signals through gene expression. Research on circadian rhythms in marine plants lags behind terrestrial species, limiting understanding of how they coordinate with environmental signals. Through studying two seagrass species, differences in daily timing of metabolic pathways highlight the importance of species-specific attributes in determining functions and growth timing, potentially influenced by evolutionary adaptations to their distribution ranges.
FRONTIERS IN ECOLOGY AND EVOLUTION
(2021)
Review
Plant Sciences
Ajila Venkat, Sowbiya Muneer
Summary: Plants use circadian rhythms to cope with environmental changes, synchronize physiological processes, and regulate developmental pathways. Circadian rhythms play a crucial role in plant growth and development.
FRONTIERS IN PLANT SCIENCE
(2022)
Review
Agriculture, Dairy & Animal Science
Julie A. Hicks, Hsiao-Ching Liu
Summary: MiRNA, a class of small noncoding RNAs, regulate the majority of protein-coding genes in organisms. Disruption of miRNA function can lead to pathological conditions, with metabolism being one physiological system under tight miRNA regulation.
Review
Plant Sciences
Asem Mipeshwaree Devi, Khomdram Khedashwori Devi, Pukhrambam Premi Devi, Moirangthem Lakshmipriyari Devi, Sudripta Das
Summary: Plants produce secondary metabolites that are important for their primary functions. Some of these metabolites have benefits for human health. The CRISPR/Cas9-mediated system has been widely used for genome editing and functional genomics, but it also faces challenges in plant applications.
FRONTIERS IN PLANT SCIENCE
(2023)
Review
Plant Sciences
Ruthie Angelovici, Dan Kliebenstein
Summary: This article explores the integration of specialized metabolic pathways into primary metabolism and discusses the possibility of these metabolites acting as de facto primary metabolites.
CURRENT OPINION IN PLANT BIOLOGY
(2022)
Review
Biochemistry & Molecular Biology
Ukjin Lee, Eun-Young Cho, Eek-Hoon Jho
Summary: The Hippo signaling pathway plays a crucial role in maintaining the balance between cell proliferation and apoptosis, and its dysregulation is associated with tumor initiation, progression, and drug resistance.
BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR CELL RESEARCH
(2022)
Review
Plant Sciences
Huan Han, Caini Wang, Xiaoyan Yang, Lina Wang, Jiabao Ye, Feng Xu, Yongling Liao, Weiwei Zhang
Summary: This study provides an overview of the structure, classification, regulatory mechanisms, and biological functions of basic leucine zipper transcription factors (bZIPs) and their molecular mechanisms in the biosynthesis of various secondary metabolites. bZIPs are highly conserved transcription factors in eukaryotic organisms and play crucial roles in plant growth and development, stress response, and secondary metabolism. The paper elaborates on the structure, classification, biological function, and regulatory mechanisms of bZIPs, as well as their molecular mechanisms in regulating the biosynthesis of flavonoids, terpenoids, alkaloids, phenolic acids, and lignin. This review is significant for understanding the molecular mechanisms of bZIPs in secondary metabolite synthesis and plant molecular breeding.
Article
Plant Sciences
Xiaofeng Luo, Jiahui Xu, Chuan Zheng, Yingzeng Yang, Lei Wang, Ranran Zhang, Xiaotong Ren, Shaowei Wei, Usman Aziz, Junbo Du, Weiguo Liu, Weiming Tan, Kai Shu
Summary: Abscisic acid inhibits primary root growth through the regulation of cell cycle and auxin-related regulatory pathways.
Article
Biochemistry & Molecular Biology
Gianluca Mattei, Zhuohui Gan, Matteo Ramazzotti, Bernhard O. Palsson, Daniel C. Zielinski
Summary: In this work, the authors present an algorithm, MetPath, that calculates pathways for condition-specific production and consumption of specific metabolites. These pathways take into account the condition-specific metabolic role of a gene product, are localized around defined metabolic functions, and weigh the importance of gene expression to a function based on flux contribution. The pathways elucidate network interactions between genes across different growth conditions and between cell types.
Article
Biochemistry & Molecular Biology
Filipa Martins, David van der Kellen, Luis G. Goncalves, Jacinta Serpa
Summary: In this study, transcriptomics data from the TCGA database were used to investigate the effects of key metabolites (glucose, lactate, glutamine, and glutamate) on gene expression and metabolic characteristics of two GBM cell lines. The findings suggest that glucose and lactate play important roles in cell growth, while availability of glutamine and glutamate promotes fatty acid synthesis. These findings are significant for GBM treatment and highlight the importance of metabolic profiling in personalized medicine.
Article
Plant Sciences
Craig Matthews, Muhammad Arshad, Abdelali Hannoufa
PHYSIOLOGIA PLANTARUM
(2019)
Article
Agriculture, Multidisciplinary
Yaogeng Lei, Abdelali Hannoufa, Yuxi Wang, David Christensen, Peiqiang Yu
JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE
(2019)
Article
Spectroscopy
Yaogeng Lei, Abdelali Hannoufa, David Christensen, Peiqiang Yu
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY
(2020)
Article
Biotechnology & Applied Microbiology
Biruk A. Feyissa, Justin Renaud, Vida Nasrollahi, Susanne E. Kohalmi, Abdelali Hannoufa
Article
Biochemistry & Molecular Biology
Alexandria Hanly, Jim Karagiannis, Qing Shi Mimmie Lu, Lining Tian, Abdelali Hannoufa
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES
(2020)
Article
Agriculture, Multidisciplinary
Yaogeng Lei, Abdelali Hannoufa, Peiqiang Yu
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY
(2020)
Article
Multidisciplinary Sciences
Biruk A. Feyissa, Lisa Amyot, Vida Nasrollahi, Yousef Papadopoulos, Susanne E. Kohalmi, Abdelali Hannoufa
Summary: The study investigated the involvement and mechanism of action of the miR156/SPL module in flooding tolerance in alfalfa. Results showed that the miR156/SPL module plays a vital role in regulating adaptive responses to flooding in alfalfa.
SCIENTIFIC REPORTS
(2021)
Article
Plant Sciences
Stacy D. Singer, Kimberley Burton Hughes, Udaya Subedi, Gaganpreet Kaur Dhariwal, Kazi Kader, Surya Acharya, Guanqun Chen, Abdelali Hannoufa
Summary: In this study, CRISPR/Cas9-induced mutations were used to investigate the function of MsSPL8 gene in alfalfa. The mutated genotypes showed consistent morphological alterations and improved drought tolerance. The phenotypic effects were found to be dependent on the mutational dosage. Furthermore, this research lays the foundation for further exploration of drought tolerance mechanisms in forage crops.
FRONTIERS IN PLANT SCIENCE
(2022)
Article
Plant Sciences
Stacy D. Singer, Udaya Subedi, Madeline Lehmann, Kimberley Burton Hughes, Biruk A. Feyissa, Abdelali Hannoufa, Bin Shan, Guanqun Chen, Kazi Kader, Rodrigo Ortega Polo, Timothy Schwinghamer, Gaganpreet Kaur Dhariwal, Surya Acharya
Summary: Alfalfa is a widely grown perennial forage legume that requires irrigation despite its relative drought tolerance. Research has shown that different falcata genotypes may utilize distinct mechanisms for drought resistance, providing candidate genes for breeding alfalfa with enhanced drought resilience in the future.
Article
Biotechnology & Applied Microbiology
Muhammad Arshad, Abdelali Hannoufa
Summary: This study provides insights into the molecular mechanisms underlying heat stress response in alfalfa through transcriptome analysis. The findings suggest that miR156 regulates genes mainly involved in polysaccharide metabolism, response to chemical, secondary metabolism, carbon metabolism, and cell cycle. Additionally, two new members of the SPL gene family regulated by miR156 were identified.
Article
Biochemistry & Molecular Biology
Vida Nasrollahi, Ze-Chun Yuan, Qing Shi Mimmie Lu, Tim McDowell, Susanne E. Kohalmi, Abdelali Hannoufa
Summary: This study reveals the crucial role of SPL12 in regulating nodule development in alfalfa and its downregulation of AGL6. It suggests that SPL12 and AGL6 form a genetic module that regulates root development and nodulation in alfalfa.
PLANT MOLECULAR BIOLOGY
(2022)
Article
Plant Sciences
Vida Nasrollahi, Ze-Chun Yuan, Susanne E. Kohalmi, Abdelali Hannoufa
Summary: The highly conserved plant microRNA, miR156, affects various aspects of nodulation in alfalfa, including root architecture, nitrogen fixation, and stress response. This study investigated the involvement of SPL12, AGL6, and AGL21 in nodulation under osmotic stress and different nitrate availability conditions. The results suggest that SPL12, AGL6, and AGL21 form a genetic module that regulates nodulation in response to osmotic stress and nitrate availability.
Article
Biochemistry & Molecular Biology
Vida Nasrollahi, Gamalat Allam, Susanne E. Kohalmi, Abdelali Hannoufa
Summary: This study reveals that the SPL9 gene in alfalfa regulates nodulation by controlling the expression of multiple genes related to nitrate response. Silencing of this gene increases the number of nodules, while overexpression significantly enhances nodulation. Hence, the MsSPL9 gene plays a crucial regulatory role in nodulation in alfalfa.
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES
(2023)
Article
Plant Sciences
Stacy D. Singer, Madeline Lehmann, Zixuan Zhang, Udaya Subedi, Kimberley Burton Hughes, Nathaniel Z. -L. Lim, Rodrigo Ortega Polo, Guanqun Chen, Surya Acharya, Abdelali Hannoufa, Tao Huan
Summary: In this study, comprehensive evaluations of the physiological, transcriptomic, and metabolomic responses of alfalfa to salt stress were conducted. It was found that alfalfa exhibited significant growth and photosynthetic reductions under salinity treatment. A total of 1233 differentially expressed genes and 60 differentially accumulated metabolites were identified, suggesting the involvement of important factors such as cell membranes and walls, cuticular waxes, osmoprotectants, antioxidant metabolic pathways, ion transporters, protective proteins, and transcription factors in alfalfa's salinity response process.
Article
Biotechnology & Applied Microbiology
Muhammad Arshad, Alpa Puri, Aaron J. Simkovich, Justin Renaud, Margaret Y. Gruber, Frederic Marsolais, Abdelali Hannoufa