As the JGI approaches 30 years, it is charting a new course toward AI-driven user research and discovery. Over the next 15 months, we'll trace the pivotal breakthroughs, as well as the researchers and staff who made them possible.
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@BerkeleyLab
From our FY26 joint CMM call: Setsuko Wakao is screening algae that naturally hyperaccumulate critical minerals — aiming to uncover the genetic basis of metal response and building on algae-based metal bioremediation research.
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@berkeleylab
From our FY26 Functional Genomics call: After severe wildfire, fungi may help ponderosa pine seedlings recover by mobilizing nutrients and critical minerals. Claire Willing will study how Rhizopogon olivaceotinctus “switches on” after heat.
More: https://t.co/4ZjeFYpklB
By leveraging new tools and large-scale data mining, JGI researchers nearly tripled the available fungal mitochondrial genome data, unlocking new potential for AI-driven studies of energy metabolism.
More: https://t.co/Ai7Uqf4G19
DYK microbes can help extract #CriticalMinerals? Engineered yeast from the @JGI and the Molecular Foundry grab & store elements like mini collection units. We’re studying how the organisms could pull valuable but dilute elements from mining wastewater. #LBNLCriticalMinerals
https://t.co/Rha7ZlZxWn
From our FY26 joint CMM call: @VatamaniukLab is developing plant-based methods to recover copper from low-quality soils and waste streams. Learning how plants absorb, transport and store copper lays the groundwork for “phytomining.”
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New and evolving user programs will combine genomics with AI, automated experimentation and complementary capabilities across DOE user facilities — giving researchers integrated approaches hard to assemble in a single lab.
More in our new strategic plan: https://t.co/k37Sb4HqAT
From our FY26 Functional Genomics call: Duckweed is a bioenergy feedstock candidate, but the microbes shaping its growth remain unclear. Jiaqi Tan will pair plant and microbial gene activity to reveal what drives productivity.
More: https://t.co/4ZjeFYpklB
@xjaliu@lsuscience
From our FY26 joint CMM call: Ning Sun wants to know how bacteria capture and separate rare earth elements. The team especially wants to learn how these microscopic systems distinguish "light" from "heavy" rare earth elements.
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@berkeleylab
Efforts outlined in the JGI's new strategic plan directly align with the Genesis Mission — a DOE initiative to link AI, computing, automated experiments and national research facilities like the JGI into one connected system for discovery.
Full release: https://t.co/k37Sb4HqAT
From our FY26 Functional Genomics call: Gray mold fungus Botrytis cinerea threatens bioenergy crops. Ritu Singh will map the genetic switches driving infection, filling a major gap in plant pathogen research.
More: https://t.co/4ZjeFYpklB
@RituSingh280@UCDavisPlants@ucdavis
An estimated 97% of microbial chemical classes are still undiscovered. With @jgi we're working to map the genes that drive this chemistry across 80 previously unexplored species from our collection, generating a massive ground truth dataset to fuel future drug discovery. https://t.co/xjf5hwJZQ1
Joint us! This year's meeting will feature keynotes from computational biologist Curtis Huttenhower @HarvardChanSPH and plant biologist C.J. Tsai @universityofga
More info: https://t.co/8oYA7czeNV
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From our FY26 joint CMM call: Viktoria Steck is investigating a new link between manganese and phosphorus metabolism in ocean microbes, and how this relationship controls the resource distributions of this critical mineral.
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From our FY26 Functional Genomics call: Extreme-environment archaea have unique metabolic abilities, but their gene-control networks are unclear. Amy K. Schmid will use DAP-seq to map transcription factor–DNA interactions.
More: https://t.co/4ZjeFYpklB
Recently published in @ScienceMagazine: With high-quality genomes, researchers shed light on pathways to starch and lignin — important starting materials for a wide variety of bioproducts.
Learn more: https://t.co/j9qR85JHxX
@BerkeleyLab
From our FY26 joint CMM call: John Sedbrook is studying how Brassicaceae plants take up and accumulate metals, and aims to apply that knowledge to optimize the ability of these species to extract nickel from nickel-rich soils.
Full Portfolio: https://t.co/k8eRC3smrS
The JGI is scaling generation of high-quality, AI-ready data. The S2S transformation will expand sequencing capacity through automated sample processing and data delivery—ensuring consistent, standardized datasets suitable for large-scale analysis.
More: https://t.co/k37Sb4HqAT
DOE @jgi's new strategy puts AI, machine-learning-ready genomic data, automation and connected research infrastructure at the center of predictive biology over the next five-plus years.
https://t.co/Kq51GV1lDG
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From our FY26 Functional Genomics call: Ocean fungi produce enzymes that break down hard-to-degrade polymers. Xuefeng (Nick) Peng will use biodesign and multi-omics to test new GH7 enzymes and map how they convert polymers into useful sugars.
More: https://t.co/4ZjeFYpklB
From our FY26 joint CMM call: Chris Rinke will explore microbes as an alternative method for extracting rare earth elements. Uncovering the microbial processes involved could help lay a foundation for future biological extraction methods.
Full Portfolio: https://t.co/k8eRC3smrS