Ayshwarya Subramanian
ayshwaryas.bsky.social
Ayshwarya Subramanian
@ayshwaryas.bsky.social
Assistant Professor at the Department of Molecular Biology and Genetics at Cornell University

https://www.cellhomology.space/
Pinned
Grateful to share our study on the potential for immune checkpoint blockade in late-onset #AlzheimersDisease out @nature.com today. Co-led with Kimi, Zhuoran, Ahad @kuchroolab.bsky.social in a big team effort @genelayinstitute.bsky.social @broadinstitute.org @harvardmed.bsky.social  /1
Immune checkpoint TIM-3 regulates microglia and Alzheimer’s disease - Nature
The immune-checkpoint molecule TIM-3 regulates microglial homeostasis, and its microglial-specific deletion reduced cognitive impairment in a mouse model of Alzheimer’s disease.
www.nature.com
Reposted by Ayshwarya Subramanian
A baby named KJ, born with a rare genetic disorder called CPS1 deficiency, is thriving thanks to the world’s first personalized gene-editing treatment. 🧬✨

Doctors at @childrensphila.bsky.social used base editing—a tool invented by HHMI Investigator David Liu and his lab at Harvard.
Breaking News: A baby with a rare disorder made medical history by receiving the first custom gene-editing treatment. The technique used has the potential to help people with thousands of other uncommon genetic diseases. nyti.ms/4j49xBy
May 15, 2025 at 7:17 PM
Reposted by Ayshwarya Subramanian
A new study raises the odds that a strategy already successful against some cancers may be deployed against Alzheimer’s.
From @kuchroolab.bsky.social and colleagues, co-first authors Kimitoshi Kimura and @ayshwaryas.bsky.social
news.harvard.edu/gazette/stor...
Immune-system strategy used to treat cancer may help with Alzheimer’s — Harvard Gazette
Turning off checkpoint molecules freed microglia to attack plaques in brain, improved memory in mice.
news.harvard.edu
May 8, 2025 at 5:40 PM
Outstanding Barbara McClintock Life Sciences Lecture by @michellemonje.bsky.social @cornell. And honored to have her as the first official visitor to our newly renovated space, and adding her favorite OPCs to our cell type leaderboard 🧫 🧠
May 7, 2025 at 11:53 PM
Reposted by Ayshwarya Subramanian
💥🥳 At long last, our latest paper is out!

Gag proteins of endogenous retroviruses are required for zebrafish development

www.pnas.org/doi/10.1073/...

Led heroically by Sylvia Chang & @jonowells.bsky.social

A study which has changed the way I think of #transposons! No less! 🧵 1/n
Gag proteins encoded by endogenous retroviruses are required for zebrafish development | PNAS
Transposable elements (TEs) make up the bulk of eukaryotic genomes and examples abound of TE-derived sequences repurposed for organismal function. ...
www.pnas.org
April 30, 2025 at 10:45 AM
Reposted by Ayshwarya Subramanian
I've never had any luck trying to explain what it's like to be from Michigan—but here on forward I think I'll send this article and call it good.

www.nytimes.com/2025/04/18/u...
April 20, 2025 at 7:36 PM
Reposted by Ayshwarya Subramanian
TIM-3's role in microglia and Alzheimer's is unveiled! Found to influence neurodevelopment and neuroinflammation, affecting late-onset Alzheimer's risk. PMID:40205047, Nature 2025, @Nature https://doi.org/10.1038/s41586-025-08852-z #Medsky #Pharmsky #RNA #ASHG #ESHG 🧪
Immune checkpoint TIM-3 regulates microglia and Alzheimer’s disease | Nature
Microglia are the resident immune cells in the brain and have pivotal roles in neurodevelopment and neuroinflammation1,2. This study investigates the function of the immune-checkpoint molecule TIM-3 (encoded by HAVCR2) in microglia. TIM-3 was recently identified as a genetic risk factor for late-onset Alzheimer’s disease3, and it can induce T cell exhaustion4. However, its specific function in brain microglia remains unclear. We demonstrate in mouse models that TGFβ signalling induces TIM-3 expression in microglia. In turn, TIM-3 interacts with SMAD2 and TGFBR2 through its carboxy-terminal tail, which enhances TGFβ signalling by promoting TGFBR-mediated SMAD2 phosphorylation, and this process maintains microglial homeostasis. Genetic deletion of Havcr2 in microglia leads to increased phagocytic activity and a gene-expression profile consistent with the neurodegenerative microglial phenotype (MGnD), also referred to as disease-associated microglia (DAM). Furthermore, microglia-targ
doi.org
April 20, 2025 at 6:50 AM
Reposted by Ayshwarya Subramanian
The green-lane-as-tunnel type of interdimensional portal is one of my favourites.
April 19, 2025 at 7:28 AM
Grateful to share our study on the potential for immune checkpoint blockade in late-onset #AlzheimersDisease out @nature.com today. Co-led with Kimi, Zhuoran, Ahad @kuchroolab.bsky.social in a big team effort @genelayinstitute.bsky.social @broadinstitute.org @harvardmed.bsky.social  /1
Immune checkpoint TIM-3 regulates microglia and Alzheimer’s disease - Nature
The immune-checkpoint molecule TIM-3 regulates microglial homeostasis, and its microglial-specific deletion reduced cognitive impairment in a mouse model of Alzheimer’s disease.
www.nature.com
April 10, 2025 at 3:39 AM
Reposted by Ayshwarya Subramanian
With Butovsky Lab, we show that silencing TIM-3 in brain-resident immune cells prevents neurodegeneration in a mouse model of #Alzheimer’s disease. Deletion of TIM-3 in microglia enhance phagocytic clearance of toxic amyloid beta. #Immunosky🧪 www.nature.com/articles/s41...
Immune checkpoint TIM-3 regulates microglia and Alzheimer’s disease - Nature
The immune-checkpoint molecule TIM-3 regulates microglial homeostasis, and its microglial-specific deletion reduced cognitive impairment in a mouse model of Alzheimer’s disease.
www.nature.com
April 9, 2025 at 3:29 PM
Reposted by Ayshwarya Subramanian
TIM-3 mediates microglia homeostasis through TGFβ signaling & subverts phagocytic activity to curtail disease-associated microglia and Alzheimer’s disease
www.nature.com/articles/s41...
@nature.com @kuchroolab.bsky.social @ayshwaryas.bsky.social
April 9, 2025 at 4:33 PM
Reposted by Ayshwarya Subramanian
Bio foundation models are great design and engg tools. But can they help decode the fundamental principles of life?

We harnessed a single-cell FM for decoding the long-debated relationship between genome arch. and gene coregulation. 1/

Preprint here: www.biorxiv.org/content/10.1...
Tracing the Shared Foundations of Gene Expression and Chromatin Structure
The three-dimensional organization of chromatin into topologically associating domains (TADs) may impact gene regulation by bringing distant genes into contact. However, many questions about TADs' fun...
www.biorxiv.org
April 5, 2025 at 3:31 PM
Reposted by Ayshwarya Subramanian
Delighted to have our Perturb-multiome paper, led by #JorgeMartinRufino and @hemagene.bsky.social from our lab, published today in @science.org. Please check out this powerful approach to decipher gene regulatory networks enriched for genetic variation: www.science.org/doi/10.1126/...
Transcription factor networks disproportionately enrich for heritability of blood cell phenotypes
Most phenotype-associated genetic variants map to noncoding regulatory regions of the human genome, but their mechanisms remain elusive in most cases. We developed a highly efficient strategy, Perturb...
www.science.org
April 3, 2025 at 11:57 PM
Reposted by Ayshwarya Subramanian
our work on the molecular differences between transcription factor isoforms is out now in Molecular Cell!

key point: 2/3rds of TF isos differ in properties like DNA binding & transcriptional activity

many are "negative regulators" & misexpressed in cancer

www.sciencedirect.com/science/arti...
March 26, 2025 at 5:11 PM
Reposted by Ayshwarya Subramanian
Immune cell sequencing from birth to old age
"Using our lifecycle-wide single-cell dataset covering 13 age groups over the extent of the human lifespan...."
www.nature.com/articles/s41...
January 29, 2025 at 7:57 PM
Reposted by Ayshwarya Subramanian
Academic/biotech 🦋 what is your system for organizing datasets (usecase is ‘omics)? How do you track and update; and metadata? We use cloud + on-prem, tracking and updating is more old school. All/any suggestions welcome!
January 22, 2025 at 1:41 PM
Reposted by Ayshwarya Subramanian
New preprint from our group! We propose SHAPES, a set of metrics to quantify the distributional coverage of generative models of protein structures with embeddings at different structural hierarchies and quantify undersampling / extrapolation behaviors.
January 15, 2025 at 6:48 PM
Reposted by Ayshwarya Subramanian
Super excited to announce our latest flagship model Borzoi: major props to Johannes & David Kelley et al for advancing it. It's been a long journey from our prior Enformer model into this one. A few innovations: i) longer DNA context, ii) adaptation to predict RNA-seq abundance and splice isoforms,
Predicting RNA-seq coverage from DNA sequence as a unifying model of gene regulation - Nature Genetics
Borzoi adapts the Enformer sequence-to-expression model to directly predict RNA-seq coverage, enabling the in-silico analysis of variant effects across multiple layers of gene regulation.
www.nature.com
January 9, 2025 at 3:08 AM
Reposted by Ayshwarya Subramanian
A rainbow lorikeet about to stick its head in a tree. 🪶

Absolutely stunning bird; lovely call. It always astounds me how something like this can so completely disappear after landing in a tree.

Canon R6mkii + RF100-400mm
October 12, 2023 at 9:06 PM