#NatureBiotech
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@naturebiotech:

Integration of proteomic aging clocks in a phase 2a clinical trial supports simultaneous geroprotective assessment https://www.nature.com/...
September 7, 2026 at 11:13 PM
🧪📚 CCDHI CompHealth Corner — What are we reading this week?

New in Nature Biotechnology: CCDHI Co-Associate Director of AI John Hickey and collaborators introduce a single-cell approach to uncover barriers to therapeutic antibody delivery in solid tumors.

🔗 duke.is/naturebiotech
August 28, 2026 at 12:56 PM
🧪What keeps antibody therapies from reaching cancer cells? A new @NatureBiotech study co-authored by CCDHI Co-Associate Director of AI John Hickey maps drug delivery at single-cell resolution, revealing stromal barriers that may limit treatment. #CancerResearch #CompHealth
August 14, 2026 at 2:45 PM
Deep learning predicts precise genome integrations using microhomology template… PMID:40796977, Nat Biotechnol 2026, @NatureBiotech @OTSociety @NAR_Open https://doi.org/10.1038/s41587-025-02771-0 #Medsky #Pharmsky #RNA #ASHG #ESHG 🧪
Precise, predictable genome integrations by deep-learning-assisted design of microhomology-based templates | Nature Biotechnology
Precise CRISPR-based DNA integration and editing remain challenging, largely because of insufficient control of the repair process. We find that repair at the genome–cargo interface is predictable by deep learning models and adheres to sequence-context-specific rules. On the basis of in silico predictions, we devised a strategy of base-pair tandem repeat repair arms matching microhomologies at double-strand breaks. These repeat homology arms promote frame-retentive cassette integration and reduce deletions both at the target site and within the transgene. We demonstrate precise integrations at 32 loci in HEK293T cells. Germline-transmissible transgene integration and endogenous protein tagging in Xenopus and adult mouse brains demonstrated precise integration during early embryonic cleavage and in nondividing, differentiated cells. Optimized repair arms also facilitated small edits for scarless single-nucleotide or double-nucleotide changes using oligonucleotide templates in vitro and
doi.org
August 10, 2026 at 4:00 PM
De novo detection of Somatic Mutations in scRNAseq & scATACseq data

SComatic

github.com/cortes-ciria...

Tracing human Clonal Heterogeneity (& even Lineage!?🤓)

#NatureBiotech 2024
www.nature.com/articles/s41...
August 3, 2026 at 1:06 PM
"[Animal testing] has never worked, and it will never work."

20 years ago, 6 healthy volunteers nearly died in a clinical trial.

In a new @NatureBiotech feature, co-founders Robert DiFazio and Juliana Hilliard explain why animal testing is broken.

Read more: www.nature.com/articles/s41...
AI-powered methods shake up animal testing - Nature Biotechnology
The FDA’s drive to reduce animal testing in drug development has coincided with a boom in AI-powered biosimulation techniques such as multi-agent virtual scientists and digital twins, while organoids ...
www.nature.com
July 30, 2026 at 11:02 PM
New tool: Perturb-DBiT allows spatial CRISPR screens using 80,000+ sgRNAs in si… PMID:42277225, Nat Biotechnol 2026, @NatureBiotech @OTSociety @NAR_Open https://doi.org/10.1038/s41587-026-03127-y #Medsky #Pharmsky #RNA #ASHG #ESHG 🧪
Large-scale, spatially resolved panoramic CRISPR screening in native tissue environments using Perturb-DBiT | Nature Biotechnology
Spatially resolved CRISPR screening in vivo has been limited to small perturbation panels and subsets of protein-coding RNAs. We present Perturb-DBiT, a method for co-sequencing of spatial total RNA whole transcriptomes and single guide RNAs (sgRNAs) on the same tissue section in situ. In a human cancer metastatic colonization model, we applied large (80,000+) sgRNA panels across tumor colonies in multiple consecutive tissue sections alongside their corresponding total RNA transcriptomes. We linked perturbations affecting long noncoding RNA covariation, microRNA–mRNA interactions and distinct amino acid-specific tRNA alterations to tumor migration and growth. By integrating transcriptional pseudotime trajectories, we further observed the impact of perturbations on clonal dynamics and cooperation. In an immune-competent syngeneic mouse model, investigation of the tumor immune microenvironment indicated distinct, synergistic effects on immune infiltration and suppression. Perturb-DBiT pr
doi.org
July 23, 2026 at 1:00 PM
Il va bien il pense qu'on injecte du MRNA autoréplicateur toxique dans vos animaux domestiques pour vous mentir sur le hantavirus
June 9, 2026 at 2:27 PM
New Cas13d variants achieve effective gene knockdown with 2.2x less toxicity! PMID:42230991, Nat Biotechnol 2026, @NatureBiotech @OTSociety @NAR_Open https://doi.org/10.1038/s41587-026-03160-x #Medsky #Pharmsky #RNA #ASHG #ESHG 🧪
Programmable, multiplexed and orthogonal gene control in bacteria with attenuated Cas13d systems | Nature Biotechnology
Cas13-based RNA effectors may enable dynamic, multiplexed and reversible gene regulation in bacteria. Yet, their widespread adoption is hindered by inherent cytotoxicity and collateral cleavage. Here we present a rational protein engineering strategy to generate attenuated Cas13d variants with tunable RNase activity through targeted truncation of flexible regions. This permits effective transcript knockdown while greatly reducing toxicity as reflected by a 2.2-fold higher growth optical density. By introducing proximal mismatches at the 5′ end of CRISPR RNA spacers, our system allows functional switching between translation inhibition, polycistronic mRNA degradation and IF3-fusion-based translation-level CRISPR activation. We demonstrate programmable, orthogonal and multiplexed regulation of individual genes within polycistronic mRNAs and synthetic circuits. Application to lycopene biosynthesis optimization shows robust pathway rewiring and improved yields alongside fine-tuned modulati
doi.org
June 3, 2026 at 10:10 AM
Explore Cas12a reprogrammed to act as a DNA-guided, RNA-targeting tool, enhancing RNA recognition and cleavage efficiency. PMID:42067668, Nat Biotechnol 2026, @NatureBiotech @OTSociety @NAR_Open https://doi.org/10.1038/s41587-026-03120-5 #Medsky #Pharmsky #RNA #ASHG #ESHG 🧪
DNA-guided CRISPR–Cas12a effectors for programmable RNA recognition and cleavage | Nature Biotechnology
CRISPR–Cas effectors typically rely on RNA guides to recognize target sequences. In Cas12a, the protospacer adjacent motif on DNA engages conserved protein residues, triggering target binding and nuclease activation. Here we reprogram Cas12a into a DNA-guided, RNA-targeting effector. Exploiting protospacer-adjacent motif-dependent interaction, we engineer synthetic CRISPR DNA that engages Cas12a to form a functional deoxyribonucleoprotein complex, while repurposing solely RNA as the programmable target. Structural, biophysical and biochemical analyses reveal the molecular basis of this DNA-guided, RNA-targeting configuration and support an activation pathway distinct from that of canonical RNA-guided systems. DNA-guided Cas12a enables direct RNA detection and efficient intracellular RNA knockdown, establishing a modular activation architecture for CRISPR–Cas12a and expanding the design space for programmable RNA manipulation. Synthetic DNA guides (crDNA) reprogram Cas12a nucleases for
doi.org
May 28, 2026 at 9:10 AM
Discover CloneSelect: a novel system refining clone isolation through barcode-specific CRISPR base editing. Retweet to explore! PMID:40399693, Nat Biotechnol 2026, @NatureBiotech @OTSociety @NAR_Open https://doi.org/10.1038/s41587-025-02649-1 #Medsky #Pharmsky #RNA #ASHG #ESHG 🧪
A multi-kingdom genetic barcoding system for precise clone isolation | Nature Biotechnology
Cell-tagging strategies with DNA barcodes have enabled the analysis of clone size dynamics and clone-restricted transcriptomic landscapes in heterogeneous populations. However, isolating a target clone that displays a specific phenotype from a complex population remains challenging. Here we present a multi-kingdom genetic barcoding system, CloneSelect, which enables a target cell clone to be triggered to express a reporter gene for isolation through barcode-specific CRISPR base editing. In CloneSelect, cells are first stably tagged with DNA barcodes and propagated so that their subpopulation can be subjected to a given experiment. A clone that shows a phenotype or genotype of interest at a given time can then be isolated from the initial or subsequent cell pools stored during the experiment using CRISPR base editing. CloneSelect is scalable and compatible with single-cell RNA sequencing. We demonstrate the versatility of CloneSelect in human embryonic kidney 293T cells, mouse embryonic
doi.org
May 22, 2026 at 1:10 PM
The importance of the thymus gland was rejuvenated by AI!
Our @TheLancet essay and a @NatureBiotech perspective on the renaissance
thelancet.com/journals/lancet/article/PIIS0140-6736(26)00926-8/fulltext
nature.com/articles/s41...
May 16, 2026 at 4:50 PM
Thrilled to share our @NatureBiotech paper using mRNAs that generate stronger and durable T cell responses by driving DC maturation and activation. This work highlights how defined immune-signaling pathways, paired with controlled delivery, can shape potent therapeutic immunity
May 14, 2026 at 12:41 PM
Discover TnpB editors for plant & human cells! Using deep mutational scanning, identified mutations boost RNA/protein function. PMID:41814095, Nat Biotechnol 2026, @NatureBiotech @OTSociety @NAR_Open https://doi.org/10.1038/s41587-026-03059-7 #Medsky #Pharmsky #RNA #ASHG #ESHG 🧪
Engineered TnpB genome editors for plants and human cells identified by ribonucleoprotein mutational scanning | Nature Biotechnology
TnpB is a diverse family of RNA-guided endonucleases associated with prokaryotic transposons. Because of their small size and putative evolutionary relationship to CRISPR–Cas12, TnpB enzymes hold great potential for genome editing. However, most TnpBs lack robust gene-editing activity. Here, we mapped comprehensive sequence–function landscapes of a TnpB ribonucleoprotein using deep mutational scanning and we discovered activating mutations in both the RNA and the protein. Leveraging the protein’s mutational landscape, we constructed a combinatorial library of activating mutations, from which we identified two enhanced TnpB variants. These variants increased editing in human cells, Nicotania benthamiana, pepper and rice. While editing efficiencies varied by target site, engineered variants achieved up to 55% insertion and deletion frequencies (a 50-fold increase over wild type) in N. benthamiana, surpassing ISYmu1 (<7%), AsCas12f-HKRA (<9%) and other compact editors. These finding
doi.org
May 11, 2026 at 12:10 PM
We have solved DNA sequencing. Proteins are next.

From Edman chemistry to DNA barcodes — each residue becomes a PCR-amplifiable strand 🧬🔬

New NatureBiotech paper: peptide → barcoded AAs → Illumina readout 🧵 (1/3)
April 22, 2026 at 3:25 AM
Protein2PAM uses deep learning, trained on 45K+ data points, to enhance CRISPR PAM targeting without tedious experiments. PMID:41629462, Nat Biotechnol 2026, @NatureBiotech @OTSociety @NAR_Open https://doi.org/10.1038/s41587-025-02995-0 #Medsky #Pharmsky #RNA #ASHG #ESHG 🧪
Customizing CRISPR–Cas PAM specificity with protein language models | Nature Biotechnology
CRISPR–Cas enzymes must recognize a protospacer-adjacent motif (PAM) to edit a genomic site, greatly limiting the range of targetable sequences in a genome. Although engineering strategies to alter PAM specificity exist, they typically require labor-intensive, iterative experimentation. We introduce an evolution-informed deep learning model, Protein2PAM, to efficiently guide the design of Cas protein variants tailored to recognize specific PAMs. Trained on a dataset of over 45,000 CRISPR–Cas PAMs, Protein2PAM rapidly and accurately predicts PAM specificity directly from Cas proteins across type I, II and V CRISPR–Cas systems. Using in silico mutagenesis, the model identifies residues critical for PAM recognition in Cas9 without using structural information. We use Protein2PAM to computationally evolve Nme1Cas9, generating variants with broadened PAM recognition and up to a 50-fold increase in PAM cleavage rates compared to the wild type in vitro. Our machine learning approach allows Ca
doi.org
February 9, 2026 at 2:10 AM
#CRISPR Cas3 produces variable long deletions upstream of PAM (~80% upstream, ~20% downstream)

Here is an elegant example for Cas3 editing of transthyretin/TTR in 👤cells & 🐭

~9kb mean deletion

8-mo humanized 🐭liver by 1 wk
👉⏬75% serum human TTR

#NatureBiotech 2026
www.nature.com/articles/s41...
January 14, 2026 at 8:54 PM
8. We thank team member Zuzhi Jiang, collaborators Binyamin Zuckerman, Leor Weinberger, Matt Thomson, funding sources @cancerresearchinst (@CancerResearch) @NIH @czbiohub @czi @UCSF, the thoughtful reviewers from @NatureBiotech, and everyone else who shared data and feedback!
January 13, 2026 at 1:10 PM
1. Excited to share CONCORD, out in @NatureBiotech, an ML framework for single-cell analysis addressing integration, dimensionality reduction, and denoising in one go by @qinzhu1.🔗 www.nature.com/articles/s41... Check out this CONCORD model of worm development resolving differentiation trajectories:
January 13, 2026 at 1:10 PM
Thanks to @NatureBiotech for featuring our latest piece, co-authored with the fantastic Yumeng Zhang and Jiangning Song.
December 11, 2025 at 10:03 AM
PRISM
profiling of RNA in situ through Single-round imaging

#SpatilaOmics

Up to 64 plex
Spectral barcoding

30-gene panels for 3D spatial mapping of human tumors, mouse brain & mouse embryos

Only a conventional confocal microscope needed

#NatureBiotech 2025
www.nature.com/articles/s41...
November 3, 2025 at 12:31 PM
Monomethyl fumarate α-ketoester enables #OxidativeStress/Peroxide-dependent release at the site of tissue injury

NRF2-activating effects validated in mouse pain models of peripheral nerve injury or osteoarthritis

#NatureBiotech 2024
www.nature.com/articles/s41...
September 14, 2025 at 7:50 AM