Recent advances and application of machine learning in food flavor prediction and regulation

H Ji, D Pu, W Yan, Q Zhang, M Zuo, Y Zhang - Trends in Food Science & …, 2023 - Elsevier
Background Food flavor is a key factor affecting sensory quality. Predicting and regulating
flavor can result in exceptional flavor characteristics and improve consumer preferences and …

Current understanding of the pathways of flavonoid biosynthesis in model and crop plants

T Tohge, LP de Souza, AR Fernie - Journal of experimental …, 2017 - academic.oup.com
Flavonoids are a signature class of secondary metabolites formed from a relatively simple
collection of scaffolds. They are extensively decorated by chemical reactions including …

The tomato pan-genome uncovers new genes and a rare allele regulating fruit flavor

L Gao, I Gonda, H Sun, Q Ma, K Bao, DM Tieman… - Nature …, 2019 - nature.com
Modern tomatoes have narrow genetic diversity limiting their improvement potential. We
present a tomato pan-genome constructed using genome sequences of 725 …

A chemical genetic roadmap to improved tomato flavor

D Tieman, G Zhu, MFR Resende Jr, T Lin, C Nguyen… - Science, 2017 - science.org
Modern commercial tomato varieties are substantially less flavorful than heirloom varieties.
To understand and ultimately correct this deficiency, we quantified flavor-associated …

Nature's chemical signatures in human olfaction: a foodborne perspective for future biotechnology

A Dunkel, M Steinhaus, M Kotthoff… - Angewandte Chemie …, 2014 - Wiley Online Library
The biocatalytic production of flavor naturals that determine chemosensory percepts of foods
and beverages is an ever challenging target for academic and industrial research. Advances …

Photosynthesis under artificial light: the shift in primary and secondary metabolism

E Darko, P Heydarizadeh… - … Transactions of the …, 2014 - royalsocietypublishing.org
Providing an adequate quantity and quality of food for the escalating human population
under changing climatic conditions is currently a great challenge. In outdoor cultures …

The genetics of fruit flavour preferences

HJ Klee, DM Tieman - Nature Reviews Genetics, 2018 - nature.com
Intensively bred fruit crops, including tomatoes and strawberries, are widely viewed as
lacking flavour. The lack of breeder focus on the consumer is largely due to the genetic …

Vegetable grafting: The implications of a growing agronomic imperative for vegetable fruit quality and nutritive value

MC Kyriacou, Y Rouphael, G Colla, R Zrenner… - Frontiers in plant …, 2017 - frontiersin.org
Grafting has become an imperative for intensive vegetable production since
chlorofluorocarbon-based soil fumigants were banned from use on grounds of …

Regulation of carotenoid metabolism in tomato

L Liu, Z Shao, M Zhang, Q Wang - Molecular plant, 2015 - cell.com
Carotenoids serve diverse functions in vastly different organisms that both produce and
consume them. Enhanced carotenoid accumulation is of great importance in the visual and …

Metabolomic selection for enhanced fruit flavor

V Colantonio, LFV Ferrão, DM Tieman… - Proceedings of the …, 2022 - National Acad Sciences
Although they are staple foods in cuisines globally, many commercial fruit varieties have
become progressively less flavorful over time. Due to the cost and difficulty associated with …