Metagenomics and MVDA Training – Stellenbosch University

Training

October 9 – 11, 2024

In today’s research landscape, it is essential for PhD students to go beyond mastering not only their specific research topics but also a broad array of interdisciplinary skills. Recognizing this need, a specialized training course was recently held at Stellenbosch University, offering an integrated approach to three critical areas: science communication, metagenomics, and statistical analysis. This comprehensive course aimed to equip young researchers with the tools to effectively communicate their findings, analyze complex biological data and apply rigorous statistical methods.

Following the science communication course, the Eco2Wine DCs took part in an intensive three-day training on bioinformatics and metagenomics. This was completed at the Biomedical Research Institute (BMRI) and the Department of Viticulture and Oenology at Stellenbosch University. Dr Kristien Nel Van Zyl, a computational biologist at the African Microbiome Institute, led the training on metagenomics and Dr Mpho Mafata, a post-doctoral fellow with the database team at the Centre for Research on Evaluation, Science and Technology (CREST), led the training on multivariate statistical analysis.

Fig 1. Dr Mpho Mafata introducing DCs to the application of multivariate statistical analysis in wine science.

The training offered a comprehensive dive into the world of bioinformatics, focusing on metagenomics, statistical analyses, and graphical data representation using the R software environment. The goal was to provide the team with practical knowledge and techniques for unravelling the microbial diversity present in vineyards and how it affects wine quality. Through lectures and hands-on sessions, participants learned how to process metagenomic data, analyze the composition of microbial communities, and interpret the results to gain insights into how these microorganisms influence grape quality and wine flavour. 

The DCs were also treated to a tour of the BMRI labs and fully automated biorepository (BiOS), the first in the Southern Hemisphere, led by the Unit Manager Rubeshan Nayager.

Fig 2. Learning more about the functionality of the state-of-the-art, fully automated biorepository which is used to store millions of samples for a wide variety research projects.

Metagenomics is an essential tool in the Eco2Wine project, as it supports the investigation of the complex interactions between various microorganisms found in vineyard soils, on grape surfaces, and during the fermentation process. By understanding which microbes are beneficial or detrimental to wine production, more informed decisions about vineyard management and fermentation strategies can be made. This deeper understanding will eventually lead to better control of the winemaking process, resulting in wines with enhanced aromas, flavours, and overall quality. Moreover, this training emphasized the importance of statistical analysis in bioinformatics, offering insights into handling large datasets while ensuring data integrity and visualizing findings effectively. The sessions on R programming were particularly valuable, giving participants the skills to produce high-quality graphs and visual outputs that will be used in their ongoing research.

The week concluded with the DCs visiting the experimental research vineyards of Stellenbosch University, led by Prof Florian Bauer. This experience allowed them to see viticulture research in action while enjoying the beautiful natural surroundings of Stellenbosch. It was a fitting and memorable way to wrap up their time in South Africa, before many of the DCs returned to their respective universities across Europe to continue their own research.

Fig 3. Enjoying a beautiful day exploring the Stellenbosch University experimental vineyards.

References

1. Stenberg JA, Sundh I, Becher PG, et al. When is it biological control? A framework of definitions, mechanisms, and classifications. J Pest Sci (2004). 2021;94(3):665-676. doi:10.1007/s10340-021-01354-7

2. Zhang H, Godana EA, Sui Y, Yang Q, Zhang X, Zhao L. Biological control as an alternative to synthetic fungicides for the management of grey and blue mould diseases of table grapes: a review. Crit Rev Microbiol. 2020;46(4):450-462. doi:10.1080/1040841X.2020.1794793

3. United Nations. The Sustainable Development Goals.; 2015.

4. Cordero-Bueso G, Mangieri N, Maghradze D, et al. Wild grape-associated yeasts as promising biocontrol agents against Vitis vinifera fungal pathogens. Front Microbiol. 2017;8(NOV). doi:10.3389/fmicb.2017.02025

5. Palmieri D, Ianiri G, Del Grosso C, et al. Advances and Perspectives in the Use of Biocontrol Agents against Fungal Plant Diseases. Horticulturae. 2022;8(7). doi:10.3390/horticulturae8070577

6. Lahlali R, Ezrari S, Radouane N, et al. Biological Control of Plant Pathogens: A Global Perspective. Microorganisms. 2022;10(3). doi:10.3390/microorganisms10030596

7. Ayaz M, Li CH, Ali Q, et al. Bacterial and Fungal Biocontrol Agents for Plant Disease Protection: Journey from Lab to Field, Current Status, Challenges, and Global Perspectives. Molecules. 2023;28(18). doi:10.3390/molecules28186735

About the authors:

José L. Padilla Agudelo, with a Master’s in Microbiology, and Elena Palencia Mulero, with a Master’s in Microbiology & Health, are both Doctoral Candidates in the prestigious Marie Skłodowska-Curie Action, part of the Horizon Europe Doctoral Network. Their work is funded by the European Union under Grant Agreement 101119480, within the project: “NATURAL MICROBIAL INTERACTIONS IN WINEMAKING-ASSOCIATED ECOSYSTEMS AS A TOOL TO FOSTER WINE INNOVATION (Eco2Wine).”

José is part of Prof. Gustavo A. Cordero Bueso’s team at the University of Cádiz in Spain, while Elena works with Prof. Ileana Vigentini at the University of Milan in Italy, who also coordinates the Eco2Wine Project. Together, they are diving into the “Grapevine and Grape Biocontrol” Work Package, aiming to uncover and explain the molecular mechanisms behind new biocontrol agents that combat the harmful fungus Botrytis cinerea, a major threat to vineyards.

Main Contacts:

elena.palencia@unimi.it
joseluis.padillaagudelo@alum.uca.es
gustavo.cordero@uca.es
ileana.vigentini@unimi.it 


Eco2Wine Training Workshop on July 15

Training

Eco2Wine Project launches High-Throughput Sequencing training in viticulture and oenology.

Logroño, La Rioja, Spain – June 24, 2024 – As part of the innovative Eco2Wine project, the first training event dedicated to “Natural microbial interactions in winemaking-associated ecosystems as a tool to foster wine innovation” will take place from July 15 to July 19, 2024, in the vibrant city of Logroño, La Rioja. This specialised course, designed for doctoral students involved in the project, will be hosted at the prestigious Biomedical Research Center of La Rioja (CIBIR).

The course will delve into the advanced use of high-throughput sequencing techniques in viticulture and winemaking research. The agenda is structured to cover four comprehensive blocks, including an introduction to next-generation sequencing (NGS) systems and Linux, genomics, transcriptomics, and meta-taxonomy & metagenomics. Esteemed experts from the field, such as Pablo Carbonell-Bejerano, Miguel Mejías-Ortiz, Álvaro Pérez-Sala, and María de Toro, will share their insights and expertise with the participants.

 

A blend of education and experience

The event kicks off on July 15 with an introduction to Linux and sequencing systems. This foundational day will equip attendees with essential skills in managing NGS data. The subsequent days are packed with intensive sessions on genomics and transcriptomics, leading to an exploration of meta-taxonomy and metagenomics by the end of the week.

A highlight of the training is the technical visit to a local winery on July 17. This visit offers participants a practical perspective on the application of microbial interactions in winemaking. It underscores the region’s rich viticultural heritage and provides field experience that complements the theoretical knowledge gained during the course.

Logroño: A welcoming host

Participants will be welcomed to Logroño, a small, tourist-friendly city known for its charm and hospitality. With a population around 150000, Logroño offers an inviting atmosphere, especially in July, when temperatures range from 20-40°C. Attendees are advised to pack lightweight clothing to stay comfortable in the summer heat. Additional information about the city and instructions on how to reach Logroño and CIBIR are available in the “Venue” section of the course materials.

Technical details and registration

The course will be conducted in a well-equipped classroom at CIBIR, featuring laptops with a Linux environment facilitated through a virtual machine (VBox). While participants can use the provided laptops, they are welcome to bring their own devices. All necessary documentation and the virtual machine will be accessible post-course for continued learning and application.

The program encourages active participation, culminating in a project presentation session on July 19, where students will share their research projects in brief presentations.

Doctoral students interested in attending can register via the “Sign up for the course!” section and direct any queries to mdtorohernando@gmail.com. This event promises to be a significant step forward in integrating cutting-edge sequencing techniques in viticulture and winemaking research, fostering innovation and excellence in the field.

For more information, visit the Eco2Wine project page or contact the course coordinators directly.