Jul 21, 2026 | 13:00 PM ET | webinar

From Bench to Pipeline: Scaling Pooled Cell Painting at the Broad Institute with Nextflow and Seqera

Cell Painting is a powerful high-content imaging assay that captures rich morphological profiles of cells. Pooled Cell Painting, where image-based sequencing enables disambiguation of perturbations, enables massive scaling of the assay, but processing its data at such scale remains challenging. The Cimini Lab at the Broad Institute has been at the forefront of developing and applying Cell Painting, building tools like CellProfiler that handle everything from classical image analysis to complex workflows like pooled genetic perturbation screens. In this webinar, they share how adopting Nextflow and Seqera Platform through Seqera's Professional Services team, transformed how their pipelines are developed, deployed, and run at scale.

Join Erin Weisbart (Senior Computational Scientist, Broad Institute) and Florian Wünnemann (Senior Bioinformatics Engineer, Seqera) as they walk through the journey from manual cluster deployments of Pooled Cell Painting analysis to fully reproducible, scalable imaging pipelines powered by Nextflow and Seqera Platform. Whether you're a bioinformatician working with high-content imaging data, a scientist exploring Cell Painting for the first time, or a Nextflow user curious about real-world production deployments, this webinar has something for you.

From Bench to Pipeline: Scaling Pooled Cell Painting at the Broad Institute with Nextflow and Seqera

About

  • The science behind Cell Painting: An introduction to the Cell Painting assay and the pooled approach developed at the Broad Institute, which combines genetic barcoding with morphological profiling to enable multiplexed perturbation screens at scale.

  • The journey to Nextflow: How the Cimini Lab tackled the challenges of running imaging pipelines at scale, and how a Seqera Professional Services engagement brought together imaging domain expertise with the creators of Nextflow.

  • Running at scale with Seqera Platform: A live demo of the pipeline running end-to-end, covering monitoring, checkpointing, and QC reports, and what that means for reproducibility and standardization across teams.

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Virtual

Speakers

Erin Weisbart

Erin Weisbart

Senior Computational Scientist, Broad Institute

Florian Wuennemann

Florian Wuennemann

Senior Bioinformatics Engineer at Seqera