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Measuring Metabolism Across Scales: Chan Zuckerberg Initiative

Collaborative research is crucial because it brings together experts from different fields to work together and generate valuable data. Researchers can create more comprehensive and reliable datasets by pooling their knowledge, skills, and resources.  One such project is the initiative by Chan-Zuckerberg, where they're focusing on advancing metabolomics research.

Metabolism is like a fascinating puzzle with countless interconnected pathways that drive all sorts of processes in our bodies. Researchers need to study how metabolism works at different levels to understand its complexities. This means using a combination of experimental and theoretical approaches to get a holistic understanding of the subject. It's a pretty exciting area of research!

Hence, this blog also explores the solutions for a detailed view of the research areas and scope. It also provides a brief on the grant and tenure of the initiative. In projects like these, data curation and management are crucial for handling the generated data. This blog explores solutions for efficient processing and utilizing of data downstream.

The Chan Zuckerberg Initiative (CZI)

Chan Zuckerberg Initiative provides funding for collaborative research projects for a duration of two years, with a specific focus on measuring metabolism in organelles and cells. Understanding the molecular profiles, heterogeneity, and interactions within these organelles and cells is important. This knowledge can be incredibly valuable in identifying the root causes of diseases and exploring potential therapeutic interventions.

By studying these mechanisms, researchers hope to uncover what happens when these processes go wrong and contribute to the development of diseases. It's all about unraveling the intricate details of metabolism and its impact on our overall health.

Luck is not a national strategy. We must build strategies that take luck out of the equation for every person. “
-Priscilla Chan, Co-founder and Co-CEO of Chan Zuckerberg Initiative (CZI).

This funding opportunity specifically targets metabolic mechanisms and encourages diverse experimental methods beyond immortalized cell lines for a comprehensive understanding of cellular and organelle biology. It does not support translational research, clinical trials, or medication development.

Potential Areas of Research and Their Impacts

The diverse research areas within the scope of the CZI.

Research areas within metabolism and metabolic physiology play a pivotal role in the pharmaceutical industry by driving drug discovery, optimizing treatment strategies, addressing metabolic disorders, and advancing personalized medicine approaches. The insights gained from these research areas have the potential to revolutionize patient care and improve health outcomes on a global scale. Potential research areas within metabolism and metabolic physiology include:

  • Profiling Organelles and Cells:

They are investigating the heterogeneity of organelles and cells and understanding their metabolic regulation in maintaining homeostasis. By analyzing their characteristics and functions, researchers aim to understand how they contribute to maintaining homeostasis, or the balance within the body.

  • Metabolic Rewiring:

Metabolic rewiring refers to changes in metabolic processes that can alter the state and fate of specialized cells. It aims to understand factors that influence the programming of cells with specific functions. Scientists can gain insights into how different cellular functions are regulated and how they contribute to overall physiological processes.

  • Mechanistic Studies of Metabolism:

Researchers seek to uncover the precise molecular and cellular processes that drive metabolic functions.  It contributes to developing a comprehensive framework for understanding metabolic disorders' molecular and cellular basis.

  • Metabolite-Protein Interactions:

It is identifying, measuring, and studying the interactions between metabolites and proteins at the molecular level. It seeks to achieve high sensitivity and selectivity in investigating these interactions. This will shed light on how metabolic pathways are regulated and how they influence cellular processes and functions.

  • Metabolic Tracing Techniques:

Metabolic tracing techniques involve tracking and identifying the origin and fate of metabolites within cells. This helps uncover metabolic pathways, identify key metabolic intermediates, and elucidate how metabolites are involved in cellular interactions and functions.

  • Spatial Biomolecular Analysis:

Establishing metabolomics and proteomics methodologies for conducting high-quality spatial analysis of individual organelles and cells. This spatial analysis contributes to understanding molecules' intricate organization and interactions within cells.

Key Highlights

The project is expected to start in December 2023. Shortlisted candidates will be rewarded with grants. These grants are of two types:

  • Expanded Projects - $500,000 USD total costs for projects that look into hypothesis-driven biological questions that rely on applying, scaling, and improving existing technology to measure metabolism across organelles and cells.
  • Focused Projects - $250,000 USD total costs for exploratory, risky technology development strategies.

All project awards will be for a 2-year duration.

Enhancing Research Quality and Collaboration through Data Curation

Collaborative initiatives like CZI and TCGA generate vast amounts of data. Over a twelve-year period, TCGA alone produced an impressive 2.5 petabytes of genomic, epigenomic, transcriptomic, and proteomic data. However, this data requires meticulous documentation and well-organized storage to ensure its value. The goal is to make it easily discoverable and reusable. Unfortunately, without proper order and adherence to FAIR principles in data storage, future development, and public utilization opportunities often go untapped.

To address these challenges and optimize the usefulness of the data, it is vital to foster collaboration between researchers, data curators, and bioinformaticians. Data curation plays a critical role in guaranteeing the quality, organization, and accessibility of the generated research data. Effective data curation can contribute to the following:

  • Ensure the generated data's integrity and accessibility,
  • Promote collaboration,
  • Facilitate knowledge sharing, and
  • Fuel further advancements in the field.

Elucidata specializes in collecting, curating, and storing biomedical data, providing support to discovery programs at leading pharmaceutical companies. They have established partnerships with over 35 research partners from renowned biopharma companies and research labs.

Their biomedical data platform, Polly, follows the FAIR principles, making data easily discoverable and highly reusable. By leveraging Polly, Elucidata has already contributed to the identification of numerous validated drug targets in areas such as immunology, oncology, and metabolic disorders. They are committed to assisting more teams in achieving their R&D goals efficiently and expeditiously.

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