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Posts by Ian Driver

cellNexus: Quality control, annotation, aggregation and analytical layers for the Human Cell Atlas data #SingleCell ๐Ÿงช๐Ÿงฌ๐Ÿ–ฅ๏ธ
www.biorxiv.org/content/10.64898/2026.04...

4 days ago 1 1 0 0

Single-Cell and Tissue-Specific CRISPR Editing Analyses Unveil New Insights to Off-Targets and Translocations www.biorxiv.org/content/10.64898/2026.04...

6 days ago 1 1 0 0
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An immunobiliary single-cell atlas resolves crosstalk between type 2 conventional dendritic cells and ฮณฮด T cells in cholangitis Nature Communications - Primary sclerosing cholangitis (PSC) is an autoimmune condition affecting the liver. Here, the authors generate an immunobiliary transcriptomic atlas and show that dendritic...

Our study on rare immune cell networks governing liver cholangitis is now online! Using multiplexed single-cell and spatial omics, we discovered a triad of cholangiocytes, dendritic cells and gdT cells regulating the inflammatory and fibrotic tissue response. Rare immune cells matter!
rdcu.be/fc60M

1 week ago 11 5 0 0

We GoT a Fillingโ€ฆuuuuhoooo

๐—ง๐—ฎ๐—ฟ๐—ด๐—ฒ๐˜๐—ฒ๐—ฑ ๐˜€๐—ฒ๐—พ๐˜‚๐—ฒ๐—ป๐—ฐ๐—ถ๐—ป๐—ด ๐—ผ๐—ณ ๐—บ๐˜‚๐˜๐—ฎ๐˜๐—ถ๐—ผ๐—ป๐˜€ ๐˜ƒ๐—ถ๐—ฎ ๐—ฅ๐—ก๐—”-๐˜๐—ฒ๐—บ๐—ฝ๐—น๐—ฎ๐˜๐—ฒ๐—ฑ ๐—ด๐—ฎ๐—ฝ ๐—ณ๐—ถ๐—น๐—น๐—ถ๐—ป๐—ด ๐—ผ๐—ณ ๐—ผ๐—น๐—ถ๐—ด๐—ผ๐—ป๐˜‚๐—ฐ๐—น๐—ฒ๐—ผ๐˜๐—ถ๐—ฑ๐—ฒ๐˜€ ๐—ณ๐—ผ๐—ฟ ๐˜€๐—ถ๐—ป๐—ด๐—น๐—ฒ-๐—ฐ๐—ฒ๐—น๐—น ๐—ฅ๐—ก๐—”-๐˜€๐—ฒ๐—พ

www.biorxiv.org/content/10.6...

1 week ago 5 1 0 1

Super Bloom: Fast and precise filter for streaming k-mer queries www.biorxiv.org/content/10.64898/2026.03...

1 month ago 22 13 0 1

PerturbAI out of stealth paper:

1 month ago 0 0 0 0

Genome-scale functional mapping of the mammalian whole brain with in vivo Perturb-seq www.biorxiv.org/content/10.64898/2026.03...

1 month ago 3 1 0 1
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CellVoyager: AI CompBio agent generates new insights by autonomously analyzing biological data - Nature Methods CellVoyager is an artificial intelligence agent capable of exploring new biological hypotheses by autonomously analyzing single-cell RNA sequencing datasets and accounting for background information a...

CellVoyager: an AI agent that explores new biological hypotheses by autonomously analyzing scRNA-seq datasets.

www.nature.com/articles/s41...

1 month ago 6 1 1 0

Just the beginning of what we have been building and working towards at Gordian: www.businesswire.com/news/home/20...

3 months ago 0 0 0 0
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DINOcell: Learning Generalizable Perturbation Effects through Self-Distillation #SingleCell ๐Ÿงช๐Ÿงฌ๐Ÿ–ฅ๏ธ
www.biorxiv.org/content/10.64898/2025.12...

4 months ago 2 1 0 0

Reconstructing developmental and disease progression with sample-level embeddings www.biorxiv.org/content/10.64898/2025.12...

4 months ago 1 1 0 0
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Excited to release BoltzGen which brings SOTA folding performance to binder design! The best part of this project is collaborating with a broad network of leading wetlabs that test BoltzGen at an unprecedented scale, showing success on many novel targets and pushing the model to its limits!

5 months ago 102 41 3 5

We have thought about it, I did a lot of lung organoid work in my postdoc, just not convinced, for the disease we work on, that you can measure properties relevant enough to clinical outcomes in organoids

5 months ago 1 0 1 0
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Gordian Biotechnology Discovering new therapies for complex age-related disease.

Pretty much what we do at Gordian Biotechnology, except we focus mostly on in vivo animal models. www.gordian.bio

5 months ago 1 0 1 0

Tahoe-x1: Scaling Perturbation-Trained Single-CellFoundation Models to 3 Billion Parameters www.biorxiv.org/content/10.1101/2025.10....

5 months ago 1 1 0 0

Perturbation-aware representation learning for in vivo genetic screens www.biorxiv.org/content/10.1101/2025.10....

6 months ago 2 1 0 0

FUSED: CROSS-DOMAIN INTEGRATION OF FOUNDATION MODELS FOR CANCER DRUG RESPONSE PREDICTION www.biorxiv.org/content/10.1101/2025.09....

6 months ago 2 1 0 0
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Aberrant intermediate alveolar epithelial cells promote pathogenic activation of lung fibroblasts in preclinical fibrosis models - Nature Communications The direct contribution of aberrant epithelial cells to lung fibrosis is largely unknown. The authors use murine and human systems to identify how these cells activate fibroblasts, and how reciprocal signals cause them to enter a profibrotic state.

Announcing our latest publication, just out today
@NatureComms, advancing our understanding of interstitial lung disease. Congrats to co-senior authors Drs. Jeremy Katzen and Kostas Alysandratos and their teams @Penn @CReM_Boston. Check it out here: www.nature.com/articles/s41...

6 months ago 7 4 0 0

Domain-Invariant Feature Learning for Patient-Level Phenotype Prediction from Single-Cell Data www.biorxiv.org/content/10.1101/2025.09....

6 months ago 1 1 0 0
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Single Cell Foundation Models Evaluation (scFME) for In-Silico Perturbation www.biorxiv.org/content/10.1101/2025.09....

6 months ago 3 1 0 0
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Some proteins are primarily regulated by one mechanism: RNA abundance, translation, or clearance.

The regulation of most proteins is dominated by different regulatory mechanisms across cell types.

Gratifyingly, this complex regulation defines simple rules โฌ‡๏ธ

www.biorxiv.org/content/10.1...

6 months ago 53 19 1 1
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@biorxivpreprint.bsky.social Bispecific Targeting of CHI3L1 and PD-1/PD-L1 Axis as a Novel Therapeutic Strategy for Idiopathic Pulmonary Fibrosis
www.biorxiv.org/content/10.1...

6 months ago 2 1 0 0
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Inflammation-inducible IL-1-targeted therapy using an rAAV vector as a long-lasting, pathophysiologic treatment for chronic inflammatory diseases @moltherapy.bsky.social @umasschan.bsky.social
www.cell.com/molecular-th...

7 months ago 9 1 0 0

Metabolomic, Lipidomic, and Enterohormone Changes in the Progression from MASLD to MASH www.biorxiv.org/content/10.1101/2025.09....

7 months ago 2 2 0 1

Nutrient-Sensing Nuclear Receptor PPARฮฑ Controls Liver Proteostasis www.biorxiv.org/content/10.1101/2025.09....

7 months ago 1 1 0 0
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PICALM Alzheimerโ€™s risk allele causes aberrant lipid droplets in microglia @nature.com
www.nature.com/articles/s41...

7 months ago 5 2 0 0

scAgeClock: a single-cell transcriptome based human aging clock model using gated multi-head attention neural networks www.biorxiv.org/content/10.1101/2025.08....

7 months ago 10 4 0 0
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Single-cell atlas of human liver and blood immune cells across fatty liver disease stages reveals distinct signatures linked to liver dysfunction and fibrogenesis @natimmunol.nature.com
www.nature.com/articles/s41...

7 months ago 9 2 0 0
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Targeting acid ceramidase enhances collagen degradation by hepatic stellate cells via PKCฮฑ and MMP-1, uncovering a pathway to reverse liver fibrosis
www.science.org/doi/10.1126/...

7 months ago 4 1 0 0
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anndataR improves interoperability between R and Python in single-cell transcriptomics Many single-cell transcriptomics datasets are stored in the HDF5-backed AnnData (H5AD) file format, as popularised by the Python scverse ecosystem. However, accessing these datasets from R, allowing u...

www.biorxiv.org/content/10.1...

7 months ago 16 3 0 1