From lab bench to farmers' fields: Co-creating microbial inoculants with farmers input

A Adeniji, AE Fadiji, S Li, R Guo - Rhizosphere, 2024 - Elsevier
Microbial inoculants are critical tools for improving soil health and crop growth within
sustainable agriculture frameworks. Despite numerous microorganisms being identified as …

Recent advances in lycopene and germacrene a biosynthesis and their role as antineoplastic drugs

E Fordjour, CL Liu, Y Yang, Z Bai - World Journal of Microbiology and …, 2024 - Springer
Sesquiterpenes and tetraterpenes are classes of plant-derived natural products with
antineoplastic effects. While plant extraction of the sesquiterpene, germacrene A, and the …

Production capacity prediction based response conditions optimization of straw reforming using attention-enhanced convolutional LSTM integrating data expansion

Y Han, Z Li, T Wei, X Zuo, M Liu, B Ma, Z Geng - Applied Energy, 2024 - Elsevier
As a green and renewable energy source, biomass energy has the potential to solve
environmental pollution and resource shortage. The utilization of the straw as a feedstock for …

A machine learning‐based approach for improving plasmid DNA production in Escherichia coli fed‐batch fermentations

Z Xu, X Zhu, A Mohsin, J Guo, Y Zhuang… - Biotechnology …, 2024 - Wiley Online Library
Artificial Intelligence (AI) technology is spearheading a new industrial revolution, which
provides ample opportunities for the transformational development of traditional …

Optimizing Ethanol Production in Saccharomyces cerevisiae at Ambient and Elevated Temperatures through Machine Learning-Guided Combinatorial Promoter …

P Khamwachirapithak, K Sae-Tang… - ACS Synthetic …, 2023 - ACS Publications
Bioethanol has gained popularity in recent decades as an ecofriendly alternative to fossil
fuels due to increasing concerns about global climate change. However, economically …

Machine learning-based prediction models unleash the enhanced production of fucoxanthin in Isochrysis galbana

J Manochkumar, A Jonnalagadda… - Frontiers in Plant …, 2024 - frontiersin.org
Introduction The marine microalga Isochrysis galbana is prolific producer of fucoxanthin,
which is a xanthophyll carotenoid with substantial global market value boasting extensive …

Machine Learning-Guided Optimization of p-Coumaric Acid Production in Yeast

S Moreno-Paz, R Van der Hoek, E Eliana… - ACS synthetic …, 2024 - ACS Publications
Industrial biotechnology uses Design–Build–Test–Learn (DBTL) cycles to accelerate the
development of microbial cell factories, required for the transition to a biobased economy. To …

Enhancing cellular production of fucoxanthin through machine learning assisted predictive approach in Isochrysis galbana

J Manochkumar, A Jonnalagadda, AK Cherukuri… - bioRxiv, 2024 - biorxiv.org
The marine microalgae, Isochrysis galbana is a prolific producer of fucoxanthin which is a
xanthophyll carotenoid with substantial global market value boasting extensive applications …

Microbial upcycling of methane to phytoene using metabolically engineered Methylocystis sp. MJC1 strain

CK Kang, JE Yang, JH Jo, MS Kim, MS Kim… - Bioresource …, 2024 - Elsevier
Methane, a potent greenhouse gas, requires sustainable mitigation strategies. Here, the
microbial upcycling of methane to phytoene, a valuable colorless carotenoid with …

Bacterial metabolomics: current applications for human welfare and future aspects

QMS Jamal, V Ahmad - Journal of Asian Natural Products …, 2025 - Taylor & Francis
An imbalanced microbiome is linked to several diseases, such as cancer, inflammatory
bowel disease, obesity, and even neurological disorders. Bacteria and their by-products are …