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Posts by Impact of Genomic Variation on Function

GitHub - shendurelab/MPRAflow at 693d10bb6c6d6f821d23b350df694cd157a62e71 A portable, flexible, parallelized tool for complete processing of massively parallel reporter assay data - shendurelab/MPRAflow

MPRAflow is a pipeline for analyzing MPRA sequencing data, generating count tables, linking variants to barcodes, and modeling variant effects from saturation mutagenesis experiments.

Explore the tool:
github.com/shendurelab/...

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High-content CRISPR activation screens identify synthetically lethal RNA-based mechanisms to sensitize cancer cells to targeted T cell cytotoxicity - Nature Genetics A series of in vitro and in vivo CRISPR activation screens combined with in situ Perturb-seq identify regulators of T cell-dependent cytotoxicity in melanoma.

New research combines CRISPR activation, Perturb-seq, and in situ screening to uncover RNA-based mechanisms that enhance T cell–mediated killing of cancer and infected cells. 

Read more: www.nature.com/articles/s41...

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IGVF Portal for the Impact of Genomic Variation on Function consortium

The IGVF Data Portal brings together datasets, tools, models, and protocols from across the consortium, from raw sequencing data to analyzed variant effects.

Explore the resource: data.igvf.org

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What are the key problems in the field that IGVF is addressing?
What are the key problems in the field that IGVF is addressing? YouTube video by Impact of Genomic Variation on Function

What’s one of the biggest challenges in genomics today?

Lea Starita explains how variants of uncertain significance limit genetic medicine, and how IGVF is working to solve it using functional data and predictive models.

▶️ youtu.be/yEjEeIIkj9Q

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Looking for IGVF across social media?

Visit our Linktree to find all IGVF platforms in one place and stay up to date on the latest research, tools, and consortium updates. 

linktr.ee/IGVFConsortium

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New preprint: Neuron–astrocyte interactions reshape neuronal gene regulation.

Co-culture and CRISPR screens reveal regulatory elements and TF networks that control neuronal maturation and link to schizophrenia and Alzheimer’s disease.

Read more: www.biorxiv.org/content/10.6...

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What excites you most about the IGVF catalog?
What excites you most about the IGVF catalog? YouTube video by Impact of Genomic Variation on Function

What makes the IGVF Catalog exciting?
Michael Love, PhD, explains how it moves beyond genome annotation to map networks linking variants, regulatory elements, genes, and phenotypes, offering a new way to understand genome function.

🎬 youtu.be/oC7a_IJw9X8

1 month ago 2 1 0 0
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IGVF Working Groups Code of Conduct of Impact of Genomic Variation on Function (IGVF) Consortium

The IGVF Mapping Working Group generates large-scale single-cell datasets, developing computational pipelines to help uncover how genetic variation influences human health and disease.

Learn more about IGVF Working Groups:
igvf.org/working-grou...

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How do noncoding variants drive immune disease?

Using large-scale Perturb-seq in primary human CD4+ T cells, researchers map the chain from variant → CRE → gene → regulatory network, linking risk loci to shared disease programs.

Read the preprint:
www.biorxiv.org/content/10.6...

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GitHub - scverse/anndata: Annotated data. Annotated data. Contribute to scverse/anndata development by creating an account on GitHub.

Handling large-scale single-cell data requires efficient tools. 🛠️

anndata is a Python package designed for working with annotated data matrices, offering sparse data support, lazy operations, and integration with PyTorch.

Learn more:
github.com/scverse/annd...

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Impact of Genomic Variation on Function (IGVF) Consortium Q&A
Impact of Genomic Variation on Function (IGVF) Consortium Q&A YouTube video by Impact of Genomic Variation on Function

What drives the science behind IGVF?

In this IGVF Q&A, members share how the team is tackling long-standing genomics challenges and building a comprehensive catalog of variant effects to advance human health & research.

Tune in: youtu.be/zPzGIjSQJ4U?...

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A new preprint from IGVF introduces a scalable workflow to address variants of uncertain significance (VUS).

Across 40 genes, the approach reclassified 75% of 16,115 VUS and preclassified >90K variants—moving clinical genomics forward.

Read more: 
www.biorxiv.org/content/10.6...

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SIMBA: SIngle-cell eMBedding Along with features — SIMBA 1.2 documentation

SIMBA enables joint embedding of cells and their defining features into a shared latent space.

This attribute supports single-cell and multimodal analysis, batch correction, and multi-omic integration. 

Learn more: simba-bio.readthedocs.io/en/latest/

2 months ago 2 0 0 0
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IGGSy 2026 is coming!

July 5 - 9, join researchers from around the world to explore genome graphs, pangenomics, and metagenomics, including a dedicated Human Pangenome Project session with keynotes from speakers of varied specializations.

Registration open now!

iggsy.org

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Benchmarking and optimizing Perturb-seq in differentiating human pluripotent stem cells Sivakumar et al. optimize steps for Perturb-seq in human pluripotent stem cells, differentiated cardiomyocytes, and neural progenitor cells. They define key QC steps during the experiment and propose ...

Recent IGVF research benchmarks Perturb-seq in human stem cells, enabling scalable analysis of gene and enhancer function during differentiation and disease.

Uncover the science behind it: www.cell.com/stem-cell-re...

2 months ago 2 0 0 0
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How will IGVF research advance our understanding of human health and disease?
How will IGVF research advance our understanding of human health and disease? YouTube video by Impact of Genomic Variation on Function

How does IGVF research move us closer to understanding human health and disease?

Charles Gersbach, PhD, explains how mapping the function of genetic variation is key to unlocking better treatments, from cancer and fibrosis to neurodegeneration and aging.

▶️ youtu.be/R6Q3yavjGDs

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A recent preprint introduces MaveMD, a clinical interface for MaveDB that integrates MAVE data with ClinVar and ClinGen to support variant classification and reduce VUS uncertainty.

Uncover the science behind it:  www.medrxiv.org/content/10.1...

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Momentum and connections is exactly right!
Excited to see the impact highlighted in the 2025 Annual Report. 👏🏼

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Large-scale perturbation of transcription factors and enhancers reveals regulatory networks shaping human heart development and congenital heart disease. 

A new reference map helps interpret CHD genes and variants.
 
Uncover the research behind it: www.biorxiv.org/content/10.6...

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Understanding how genomic variation shapes disease opens the door to entirely new therapeutic strategies.

Hear from Jesse Engreitz, PhD, and other IGVF members in the full Q&A.

▶️ youtu.be/zPzGIjSQJ4U

3 months ago 1 0 0 0
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Mechanosensitive genomic enhancers potentiate the cellular response to matrix stiffness Epigenetic control of gene expression and cellular phenotype is influenced by changes in the local microenvironment, yet how mechanical cues precisely influence epigenetic state to regulate transcript...

Cells sense matrix stiffness through mechanoenhancers, genomic elements that tune gene activity in response to mechanical signals.

Editing these enhancers can reshape cell behavior, pointing to new therapeutic possibilities.

Read more:
www.science.org/doi/10.1126/...

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Impact of Genomic Variation on Function (IGVF) Consortium Q&A
Impact of Genomic Variation on Function (IGVF) Consortium Q&A YouTube video by Impact of Genomic Variation on Function

Cheers to another year of discovery! 🎇

As we wrap up 2025 and look toward 2026, we’re excited to share voices from across IGVF.

Tune in to our IGVF Q&A featuring consortium members reflecting on this year’s work and what’s ahead: youtu.be/zPzGIjSQJ4U

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Monod: model-based discovery and integration through fitting stochastic transcriptional dynamics to single-cell sequencing data - Nature Methods Monod fits biophysically motivated models to single-cell transcriptomics data, empowering multifaceted and integrative insights of gene expression dynamics, stochasticity and regulation.

Monod is a Python package for single-cell RNA-seq that integrates nascent and mature RNA using biophysical models, revealing regulatory dynamics beyond average expression.

Learn more: www.nature.com/articles/s41...

4 months ago 2 0 0 0
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GitHub - pachterlab/kallisto: Near-optimal RNA-Seq quantification Near-optimal RNA-Seq quantification. Contribute to pachterlab/kallisto development by creating an account on GitHub.

Kallisto utilizes pseudoalignment to quickly estimate transcript abundances from RNA-seq data and can handle tens of millions of reads in minutes, all while maintaining high accuracy.

Explore the tool:
github.com/pachterlab/k...

4 months ago 1 0 0 0
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The IGVF catalog—from genetic variation to function Abstract. Genomic variation between individuals is essential for understanding how differences in the genome sequence affect molecular and cellular process

NEW from IGVF: our NAR paper highlighting the IGVF Catalog, an open resource for exploring how genomic variation impacts function.

Use the resource, explore the data, and tell us what you think!

academic.oup.com/nar/advance-...

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We're proud to recognize this year’s IGVF Team Science Award winners, leaders and teams whose work strengthens the entire consortium.

Congratulations to each of our award recipients 👏🏽

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Feeling extra grateful this November for the IGVF community!

Thank you for your collaboration, dedication, and the incredible work you do to advance our understanding of human health and disease.

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Large Scale Discovery of Nueral Enhancers for Cis-Regulation Therapies
Large Scale Discovery of Nueral Enhancers for Cis-Regulation Therapies YouTube video by Impact of Genomic Variation on Function

Walk through a quick breakdown of how the study came together.

The YouTube tutorial gives a brief, step-by-step look at the 5️⃣ key phases, from nominating cCREs to CRISPRa validation in neurons and organoids.

Now live: youtu.be/mJCnNrWr4jI

4 months ago 0 0 0 0
CAGI7

IGVF @ CAGI7!

This year’s meeting features several talks from IGVF members, all aligned with our efforts to link genomic variation to function.

Keynote by Douglas Fowler (UW).

Late registration ends Dec 1.

genomeinterpretation.org/cagi7.html

5 months ago 0 0 1 0
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Stoked to share our latest work entitled: “Large-scale discovery of neural enhancers for cis-regulation therapies”

shorturl.at/H3Qww

This is an enormous team effort that I had the honour of spearheading with Nick Page and Florence Chardon.

Bluetorial below.

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