[HTML][HTML] Machine learning in nutrition research

D Kirk, E Kok, M Tufano, B Tekinerdogan… - Advances in …, 2022 - Elsevier
Data currently generated in the field of nutrition are becoming increasingly complex and
high-dimensional, bringing with them new methods of data analysis. The characteristics of …

[HTML][HTML] Soterobionts: disease-preventing microorganisms and proposed strategies to facilitate their discovery

M Wang, T Cernava - Current Opinion in Microbiology, 2023 - Elsevier
Crop production and the food security that it provides are currently threatened worldwide by
plant pathogens. Conventional control measures, such as breeding for resistant plants, are …

[HTML][HTML] Exploring the influence of gut microbiome on energy metabolism in humans

J Montenegro, AM Armet, BP Willing, EC Deehan… - Advances in …, 2023 - Elsevier
The gut microbiome has a profound influence on host physiology, including energy
metabolism, which is the process by which energy from nutrients is transformed into other …

Predicting personalized responses to dietary fiber interventions: opportunities for modulation of the gut microbiome to improve health

CR Kok, D Rose, R Hutkins - Annual Review of Food Science …, 2023 - annualreviews.org
Inadequate dietary fiber consumption has become common across industrialized nations,
accompanied by changes in gut microbial composition and a dramatic increase in chronic …

Statistical and machine learning techniques in human microbiome studies: contemporary challenges and solutions

I Moreno-Indias, L Lahti, M Nedyalkova… - Frontiers in …, 2021 - frontiersin.org
The human microbiome has emerged as a central research topic in human biology and
biomedicine. Current microbiome studies generate high-throughput omics data across …

A microbial-based approach to mental health: the potential of probiotics in the treatment of depression

D Johnson, V Letchumanan, CC Thum… - Nutrients, 2023 - mdpi.com
Probiotics are currently the subject of intensive research pursuits and also represent a multi-
billion-dollar global industry given their vast potential to improve human health. In addition …

Harnessing machine learning for development of microbiome therapeutics

LE McCoubrey, M Elbadawi, M Orlu, S Gaisford… - Gut …, 2021 - Taylor & Francis
The last twenty years of seminal microbiome research has uncovered microbiota's intrinsic
relationship with human health. Studies elucidating the relationship between an unbalanced …

New-generation sequencing technology in diagnosis of fungal plant pathogens: a dream comes true?

M Aragona, A Haegi, MT Valente, L Riccioni, L Orzali… - Journal of Fungi, 2022 - mdpi.com
The fast and continued progress of high-throughput sequencing (HTS) and the drastic
reduction of its costs have boosted new and unpredictable developments in the field of plant …

Integrating systems and synthetic biology to understand and engineer microbiomes

PA Leggieri, Y Liu, M Hayes, B Connors… - Annual Review of …, 2021 - annualreviews.org
Microbiomes are complex and ubiquitous networks of microorganisms whose seemingly
limitless chemical transformations could be harnessed to benefit agriculture, medicine, and …

Microbiome-based personalized nutrition as a result of the 4.0 technological revolution: A mini literature review

N Yeşilyurt, B Yılmaz, D Ağagündüz, R Capasso - Process Biochemistry, 2022 - Elsevier
Recent studies have shown that the microbiota, which is rich in variety and amount of
nutrients, lives in the intestines and is thought to act as an organ, plays a significant role in …