Current status and future prospects in cannabinoid production through in vitro culture and synthetic biology
For centuries, cannabis has been a rich source of fibrous, pharmaceutical, and recreational
ingredients. Phytocannabinoids are the most important and well-known class of cannabis …
ingredients. Phytocannabinoids are the most important and well-known class of cannabis …
Machine learning-assisted approaches in modernized plant breeding programs
In the face of a growing global population, plant breeding is being used as a sustainable tool
for increasing food security. A wide range of high-throughput omics technologies have been …
for increasing food security. A wide range of high-throughput omics technologies have been …
Machine learning: its challenges and opportunities in plant system biology
Sequencing technologies are evolving at a rapid pace, enabling the generation of massive
amounts of data in multiple dimensions (eg, genomics, epigenomics, transcriptomic …
amounts of data in multiple dimensions (eg, genomics, epigenomics, transcriptomic …
New insight into ornamental applications of cannabis: Perspectives and challenges
The characteristic growth habit, abundant green foliage, and aromatic inflorescences of
cannabis provide the plant with an ideal profile as an ornamental plant. However, due to …
cannabis provide the plant with an ideal profile as an ornamental plant. However, due to …
Machine learning-mediated development and optimization of disinfection protocol and scarification method for improved in vitro germination of cannabis seeds
In vitro seed germination is a useful tool for developing a variety of biotechnologies, but
cannabis has presented some challenges in uniformity and germination time, presumably …
cannabis has presented some challenges in uniformity and germination time, presumably …
Understanding Cannabis sativa L.: Current Status of Propagation, Use, Legalization, and Haploid-Inducer-Mediated Genetic Engineering
DC Simiyu, JH Jang, OR Lee - Plants, 2022 - mdpi.com
Cannabis sativa L. is an illegal plant in many countries. The worldwide criminalization of the
plant has for many years limited its research. Consequently, understanding the full scope of …
plant has for many years limited its research. Consequently, understanding the full scope of …
Toward sustainable culture media: Using artificial intelligence to optimize reduced-serum formulations for cultivated meat
When considering options for future foods, cell culture approaches are at the fore, however,
culture media to support the process has been identified as a significant contributor to the …
culture media to support the process has been identified as a significant contributor to the …
[PDF][PDF] Cannabis sativa: applications of artificial intelligence and plant tissue culture for micropropagation
RB Malabadi, TL Nethravathi, KP Kolkar… - … Journal of Research …, 2023 - researchgate.net
This review paper highlights about the important applications of Artificial Intelligence (AI)
and in vitro micropropagation of Cannabis. Cannabis micropropagation has largely been an …
and in vitro micropropagation of Cannabis. Cannabis micropropagation has largely been an …
Machine Learning-Assisted In Vitro Rooting Optimization in Passiflora caerulea
In vitro rooting as one of the most critical steps of micropropagation is affected by various
extrinsic (eg, medium composition, auxins) and intrinsic factors (eg, species, explant). In …
extrinsic (eg, medium composition, auxins) and intrinsic factors (eg, species, explant). In …
Machine learning-mediated Passiflora caerulea callogenesis optimization
M Jafari, MH Daneshvar - PLoS One, 2024 - journals.plos.org
Callogenesis is one of the most powerful biotechnological approaches for in vitro secondary
metabolite production and indirect organogenesis in Passiflora caerulea. Comprehensive …
metabolite production and indirect organogenesis in Passiflora caerulea. Comprehensive …