Hornstein Lab
@HornsteinLab
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HornsteinLab @WeizmannScience | Mechanisms of Neurodegeneration | #ALS | #noncodingRNA | #phaseseparation | #neurogenetics | #biomarkers | computational biomed
Weizmann Institute of Science
Joined September 2018
Introducing organellomics - a systems-level view of human cell architecture with 24 organelles. AI-driven ๐ก๐ข๐ฉ๐ (๐กeuronal ๐ขrganellomics ๐ฉision ๐tlas) encodes organelle patterns in 1.5M+ neuron images, enabling holistic insights in cellular biology https://t.co/YQRxeGwLcm
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TDP-43 may play a role in neurodegenerative disorders such as #alzheimersdisease and #parkinsonsdisease, even in the absence of detectable aggregates. @UKDRI @Cambridge_Uni @WeizmannScience @EmoryMedicine
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Wearable robot gives ALS patients a hand https://t.co/yyPof3vYBk
#ALS #AmyotrophicLateralSclerosis #ALSDisease #ALSTreatment #ALSResearch
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IsomiR Utility in ALS Prognostication https://t.co/PokOwnl8rk
#medRxiv
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Super excited to finally see this published! Our new method to use combinatorial staining and deep learning to push the multiplexing boundaries of spatial proteomics!
High-dimensional imaging using combinatorial channel multiplexing and deep learning https://t.co/balOMNQew0
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Big news: we are setting up a new non-profit organization to run bioRxiv and medRxiv. It's called openRxiv [no it's not a new preprint server; it's a dedicated organization to oversee the servers] https://t.co/4siujZbXxF 1/n
openrxiv.org
openRxiv is an independent non-profit, the new organizational home for bioRxiv and medRxiv, enabling researchers to instantly share groundbreaking findings with the global scientific community.
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Excited to share our preprint: "๐๐ซ๐ ๐๐ง๐๐ฅ๐ฅ๐จ๐ฆ๐ข๐๐ฌ: ๐๐-๐๐ซ๐ข๐ฏ๐๐ง ๐๐๐๐ฉ ๐จ๐ซ๐ ๐๐ง๐๐ฅ๐ฅ๐๐ซ ๐ฉ๐ก๐๐ง๐จ๐ญ๐ฒ๐ฉ๐ข๐ง๐ ๐ซ๐๐ฏ๐๐๐ฅ๐ฌ ๐ง๐จ๐ฏ๐๐ฅ ๐๐๐ ๐ฆ๐๐๐ก๐๐ง๐ข๐ฌ๐ฆ๐ฌ ๐ข๐ง ๐ก๐ฎ๐ฆ๐๐ง ๐ง๐๐ฎ๐ซ๐จ๐ง๐ฌ"
๐๐๐ข๐ฌ๐ข๐จ๐ง-๐ญ๐ซ๐๐ง๐ฌ๐๐จ๐ซ๐ฆ๐ฌ-๐๐๐ฌ๐๐ ๐จ๐ซ๐ ๐๐ง๐๐ฅ๐ฅ๐๐ซ ๐ฉ๐ก๐๐ง๐จ๐ญ๐ฒ๐ฉ๐ข๐ง๐ ๐ฎ๐ง๐ฏ๐๐ข๐ฅ๐ฌ ๐ก๐ข๐๐๐๐ง ๐๐๐ ๐ฆ๐๐๐ก๐๐ง๐ข๐ฌ๐ฆ๐ฌ! ๐งต Thread on ๐๐๐๐ (๐๐ฆ๐ถ๐ณ๐ฐ๐ฏ๐ข๐ญ ๐๐ณ๐จ๐ข๐ฏ๐ฆ๐ญ๐ญ๐ฐ๐ฎ๐ช๐ค๐ด ๐๐ช๐ด๐ช๐ฐ๐ฏ ๐๐ต๐ญ๐ข๐ด)๐๏ธ our deep-learning model trained with
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Delighted to share new work from our lab: MultiPerturb-seq ๐๏ธโ๐ฅ๐ค Over the last few years, we've been combining CRISPR screens with multimodal readouts of gene expression (RNA) and chromatin accessibility (DNA). In this study, we bring those together within the same cells.
Pooled CRISPR screens with joint single-nucleus chromatin accessibility and transcriptome profiling https://t.co/KcjY604fNf
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The pure joy in Gaza as Iranian missiles cover the sky above Tel Aviv.
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At AAIC 2024, phospho-tau assays look ready for primary and secondary care. @lunduniversity @wustl @BannerAlzheimer
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A phase Ib/IIa study of Enoxacin in patients with ALS https://t.co/DBtiw6YRqT
#medRxiv
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Interested in 3' UTR changes in scRNA-seq? Check out our: * CPA-Perturb-seq paper * UCSC Perturb-seq tracks (see who regulates your favorite 3โ UTR!) * Seurat extension for polyA site analysis (PASTA) * Deep neural perturbation network (APARENT-Perturb) https://t.co/XXYEBHV1iG
cell.com
CRISPR perturbation screens of 42 cleavage and polyadenylation regulators followed by 3โฒ scRNA-seq (CPA-Perturb-seq) identifies modules of co-regulated polyA sites, their connection with distinct...
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My team is working with a substantial arsenal of ML algorithms, analyzing diverse human molecular data. The most intriguing work imaginable. We do science and study human brain diseases, but like a small startup. Come join us!
We're hiring! Biomedical Data Science Researcher to develop ML/AI tools and investigate molecular mechanisms underlying neurodegeneration. Position details and requirements: https://t.co/he26W7fQX8 CV to Eran.hornstein@weizmann.ac.il / Nancyy@weizmann.ac.il #jobopportunity
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We're hiring! Biomedical Data Science Researcher to develop ML/AI tools and investigate molecular mechanisms underlying neurodegeneration. Position details and requirements: https://t.co/he26W7fQX8 CV to Eran.hornstein@weizmann.ac.il / Nancyy@weizmann.ac.il #jobopportunity
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Two neurons having a conversation, surrounded by some busy microglia doing their job: maintaining neuronal networks and helping with injury, repair, and pruning! The brain is beautiful! ๐ง ๐ฌ#neuroscience #Microscopy
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A confocal microscopy image of Your Majesty, the neuron, the king of the brain jungle ๐ง ๐ฌ! This one is the classical pyramidal cell, the most common neuronal type in the mammalian cerebral cortex. In blue, staining for PSD95, a major protein in excitatory synapses that helps
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Our preprint of ๐ต๐ถ๐ฝ๐จ is out! A deep representation learning of 24 organelles in 1.5M ๐ฌ images of human iPSC-dervied cortical neurons. We tested stress, #ALS genetic perturbations, and more. What a fascinating road it was with this one.. ๐ข๐ง ๐งช๐งซ
Introducing organellomics - a systems-level view of human cell architecture with 24 organelles. AI-driven ๐ก๐ข๐ฉ๐ (๐กeuronal ๐ขrganellomics ๐ฉision ๐tlas) encodes organelle patterns in 1.5M+ neuron images, enabling holistic insights in cellular biology https://t.co/YQRxeGwLcm
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A new bioRxive from our lab showing a new concept: #Organellomics in #Neurons that distinguishes between cell states and conditions. A huge imaging data set of neurons and an edvanced computational work come together! It was my pleasure to be part of this fantastic work!
Introducing organellomics - a systems-level view of human cell architecture with 24 organelles. AI-driven ๐ก๐ข๐ฉ๐ (๐กeuronal ๐ขrganellomics ๐ฉision ๐tlas) encodes organelle patterns in 1.5M+ neuron images, enabling holistic insights in cellular biology https://t.co/YQRxeGwLcm
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Check out our latest preprint about AI-driven ๐ค deep organellar phenotyping of human ๐ง neurons. https://t.co/DYSqskOOKA
biorxiv.org
Systematic assessment of organelle architectures in cells, known as the organellome, could provide valuable insights into cellular states and disease pathologies but remains largely uncharted. Here,...
Introducing organellomics - a systems-level view of human cell architecture with 24 organelles. AI-driven ๐ก๐ข๐ฉ๐ (๐กeuronal ๐ขrganellomics ๐ฉision ๐tlas) encodes organelle patterns in 1.5M+ neuron images, enabling holistic insights in cellular biology https://t.co/YQRxeGwLcm
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