Artificial intelligence in metabolomics: A current review

J Chi, J Shu, M Li, R Mudappathi, Y **, F Lewis… - TrAC Trends in …, 2024 - Elsevier
Metabolomics and artificial intelligence (AI) form a synergistic partnership. Metabolomics
generates large datasets comprising hundreds to thousands of metabolites with complex …

Cyclic dipeptides: The biological and structural landscape with special focus on the anti-cancer proline-based scaffold

J Bojarska, A Mieczkowski, ZM Ziora, M Skwarczynski… - Biomolecules, 2021 - mdpi.com
Cyclic dipeptides, also know as diketopiperazines (DKP), the simplest cyclic forms of
peptides widespread in nature, are unsurpassed in their structural and bio-functional …

A survey on deep learning in medicine: Why, how and when?

F Piccialli, V Di Somma, F Giampaolo, S Cuomo… - Information …, 2021 - Elsevier
New technologies are transforming medicine, and this revolution starts with data. Health
data, clinical images, genome sequences, data on prescribed therapies and results …

Applications of CRISPR/Cas9 in the synthesis of secondary metabolites in filamentous fungi

C Jiang, G Lv, Y Tu, X Cheng, Y Duan… - Frontiers in …, 2021 - frontiersin.org
Filamentous fungi possess the capacity to produce a wide array of secondary metabolites
with diverse biological activities and structures, such as lovastatin and swainsonine. With the …

Transgenic approaches for plant disease control: Status and prospects 2021

DB Collinge, S Sarrocco - Plant Pathology, 2022 - Wiley Online Library
Plant diseases represent a major constraint on agricultural production. Finding sustainable
novel means for their control is an important challenge. The ever‐increasing knowledge and …

Microbial natural compounds and secondary metabolites as Immunomodulators: A review

F Mahmoudi, MHT Jalayeri, A Montaseri… - International Journal of …, 2024 - Elsevier
Immunomodulatory therapies are beneficial strategies for the improvement of immune
system function. Today, due to the increasing prevalence of immune disorders, cancer, and …

Effect of light intensity on steviol glycosides production in leaves of Stevia rebaudiana plants

KV Hernández, J Moreno-Romero, MH de la Torre… - Phytochemistry, 2022 - Elsevier
Stevia rebaudiana leaf extracts contain stevioside and rebaudioside A, two steviol
glycosides (SGs) used as natural sweeteners because of their non-toxic, thermally stable …

Comprehensive machine learning prediction of extensive enzymatic reactions

N Watanabe, M Yamamoto, M Murata… - The Journal of …, 2022 - ACS Publications
New enzyme functions exist within the increasing number of unannotated protein
sequences. Novel enzyme discovery is necessary to expand the pathways that can be …

Research trends and future perspectives in marine biomimicking robotics

J Aguzzi, C Costa, M Calisti, V Funari, S Stefanni… - Sensors, 2021 - mdpi.com
Mechatronic and soft robotics are taking inspiration from the animal kingdom to create new
high-performance robots. Here, we focused on marine biomimetic research and used …

Plant secondary metabolites against biotic stresses for sustainable crop protection

T Jahan, MN Huda, K Zhang, Y He, D Lai… - Biotechnology …, 2025 - Elsevier
Sustainable agriculture practices are indispensable for achieving a hunger-free world,
especially as the global population continues to expand. Biotic stresses, such as pathogens …