Junli Zhang 🌾张军利 retweeted
Delighted to share a landmark preprint from our lab, using genome language models and AI agents for biological discovery and genome mining!
The stretches of DNA between protein-coding genes are often called the genome’s “dark matter,” but they are far from empty. They encode RNA molecules that sense metabolites, regulate genes, and control some of molecular biology's most important tools (such as programmable genome editors e.g. CRISPR/bridge)
Much of this biology is unexplored. One reason is that RNAs can retain similar structures and functions even as their DNA sequences change dramatically, making their relationships difficult to recognize with conventional computational tools
Junli Zhang 🌾张军利 retweeted
Bacterial leaf streak (BLS) is a threat to wheat production in the Northern Great Plains. To identify novel sources of BLS resistance, Subash Thapa et al. screened globally diverse bread wheat landraces and cultivars for BLS response: doi.org/10.1094/PDIS-05-25-1… #PlantDisease
Junli Zhang 🌾张军利 retweeted
Do you know that wheat is actually a good source of protein and across the world 20% of protein in diets come from wheat.
Wheat is good for you!
Bake your bread!
@wheatsd
@usda
@sdstate
@mnwheat
@KansasWheat
@uswheatassoc
Junli Zhang 🌾张军利 retweeted
Some reflections on AI in math. I found it helpful to simply list out the various parts of what a mathematician does, why math is valuable, and where the funding comes from. From there, what happens if AI gets more capable?
youtu.be/LKrwhjOI8Nc
Junli Zhang 🌾张军利 retweeted
Baiting blast fungi: an engineered NLR domain improves effector recognition (Jan W Huebbers) doi.org/10.1093/plcell/koag1… @ASPB #PlantSci
Junli Zhang 🌾张军利 retweeted
Cool, an open-source gene annotation model
huggingface.co/blog/HuggingF…
Junli Zhang 🌾张军利 retweeted
What if,
for any scientific claim,
you can search 100M+ papers to find the strongest evidence for and against it
⚡️in 1 second?
That’s now possible with Evidence API! 🚀
paperclip.gxl.ai/evidence-ap…
For example, does drinking coffee reduce diabetes risk?
Junli Zhang 🌾张军利 retweeted
Ubiquitin signalling redefines nutrient trade-offs in crops dlvr.it/TVMYwb #plantscience
Junli Zhang 🌾张军利 retweeted
In-planta Agrobacterium-mediated cereal transformation—InPACT (Nirman Nepal , Fariba Rafiei , Steve Scofield , Cankui Zhang , Mohsen Mohammadi) doi.org/10.1093/plphys/kiag0… @ASPB #PlantSci
Junli Zhang 🌾张军利 retweeted
Betacyanin biofortification in wheat via synthetic biology for nutritional enhancement (Hao Peng , Weihong Huang , Surong Wang , Zhiyang Han , Xi Li , Huali Tang , Xingguo Ye , Yuqing Lu , Le Xu , Ke Wang) doi.org/10.1093/plphys/kiag2… @ASPB #PlantSci
Junli Zhang 🌾张军利 retweeted
#Viewpoint: Rethinking the soil core microbiome
nph.onlinelibrary.wiley.com/…
KlusterCaller is too expensive for a new lab, so I used AI to write a free alternative. Here is a quick demo to show you how to use the standalone HTML app "KASP cluster" (github.com/pinbo/kasp-cluste…).
youtu.be/bYdVu0kH5OQ
Spray-induced gene silencing, an RNA-based method where doubled-stranded RNA molecules are sprayed onto plants to silence important genes in pathogens and reduce disease development may a method for controlling FHB in wheat and barley. slu.se/en/news/2026/06/rna-s…
Junli Zhang 🌾张军利 retweeted
Targeted DNA insertion remains a major bottleneck in plant engineering. We developed the R2 retrotransposon as an efficient plant genome editor to precisely insert large DNA payloads at targeted sites:
nature.com/articles/s41587-0…
Congratulations to @kimuchenje03 and the team!
🧵👇
Junli Zhang 🌾张军利 retweeted
GrainGenes update: A searchable version of Wheat Gene Catalogue - 2024 was created. Go ahead and give it a try: graingenes.org/ggpages/wgc20…
@WheatInitiative @AMBA_Barley
Minibwa is a hybrid of bwa-mem and minimap2 and the successor of bwa-mem for short-read mapping. ~4X/2.5X as fast as bwa-mem/bwa-mem2 for WGS reads at comparable accuracy. Native support of directional bisulfite-seq. Applicable to long reads. Preprint at arxiv.org/abs/2606.15357
Junli Zhang 🌾张军利 retweeted
GrainGenes update: we released Panviewer, a new web-based application developed in-house to view wheat, barley, and oat pangenomes
@WheatInitiative @AMBA_Barley @OatNewsletter
graingenes.org/GG3/content/j…
Jeremy Wang developed rammap, a minimap2 rewrite in Rust. It achieves comparable or better performance than minimap2 and produces identical output to minimap2. During rewrite, Jeremy found two long-existing bugs in minimap2 which are fixed in v2.31. biorxiv.org/content/10.64898…
Junli Zhang 🌾张军利 retweeted
AI-guided redesign of laboratory-evolved reverse transcriptases enhances prime editing go.nature.com/49yUr5t
Junli Zhang 🌾张军利 retweeted
25+ open positions: Research Plant Geneticist positions at USDA-ARS (You must be a U.S. Citizen or U.S. National.) @WheatInitiative @AMBA_Barley @IntBarleyHub @wheatsd @WheatInnovation @OatNewsletter graingenes.org/GG3/content/r…
usajobs.gov/job/868877900



























