Laura Breimann

@laurabreimann.bsky.social

Genome Organization & Imaging Researcher | Postdoctoral Fellow at Harvard Medical School | Expert in Advanced Imaging, Image Analysis & Chromatin Biology https://laurabreimann.github.io/

Segmenting individual cells in microscopy is much easier these days thanks to foundation models. Can we use these models for other tasks, such as cell classification? We investigate in our latest work, finding big improvements for object and pixel classification compared to classical approaches.

Evaluation of different methods for pixel classification (top) and object classification (bottom) on the LIVECell dataset. Dark green bars show the F1-Score, which measures the classification / segmentation quality (higher is better), light green bars show the runtimes. Five different settings are compared for each task: Ilastik features + random forest (RF), microSAM embeddings + RF, SAM2 embeddings + RF, and uSAM, SAM2 + attentive probing (DeAP and ObAP). microSAM feature perform best for RF based methods, attentive probing outperforms RF based approaches, but at a much higher runtime.

Excited to share the first preprint from my lab! Transcription has been implicated in regulating SMC complex function, but how this works has been unclear. Here, we use a yeast quiescence model to examine how transcription targets condensin.

bioRxivpreprint@biorxivpreprint.bsky.social · 3w ago

Asymmetric condensin loop extrusion is regulated by RPA-coated single-stranded DNA in quiescent cells https://www.biorxiv.org/content/10.64898/2026.07.10.737861v1

Sharing a big update: I started a group at the MPINAT in Göttingen! We will develop AI for analyzing how proteins interact in the cellular environment based on cutting edge imaging. This appointment is in parallel to the university, where I will retain my current group.

MPI for Multidisciplinary Sciences@mpi-nat.bsky.social · 4w ago

AI meets cutting-edge microscopy: Welcome Constantin Pape, head of our new Machine Intelligence in the Life Sciences group! 👋 🔬 His team develops AI methods to analyze high-resolution microscopy & cryo-EM data to better understand the function of proteins and protein complexes inside cells. (1/3)

Portrait picture of Contantin Pape wearing a blue tshirt leaning against a sign of MPI-NAT.

Truly bizarre story of how two papers from the 1940s by physics pioneer Max Planck have been "retracted" from Naturwissenschaften, potentially by an algorithm, for anachronistic "plagiarism" issues, leaving the current editor baffled (but it is Springer Nature so.... www.science.org/content/arti...

Why have papers by one of history’s most famous physicists been retracted?

Springer Nature has removed two studies by Max Planck. A bot may be to blame

science.org

New paper from the Birol lab @mdc-berlin.bsky.social that I’m happy to have contributed image analysis to: “Spreading α-synuclein rewires organelle communication and impairs neuron–astrocyte mitochondrial quality control” doi.org/10.64898/2026.06.19.733342 🧪🔬

Spreading α-synuclein rewires organelle communication and impairs neuron–astrocyte mitochondrial quality control

Progressive intercellular spreading of α-synuclein (αS) is implicated in pathology initiation and propagation of synucleinopathies. However, how recipient neurons respond to incoming αS and whether these responses contribute to disease-associated early metabolic events, remains unknown. Here, using extracellular monomeric αS to model the earliest cellular response to spreading, we found that internalized αS accumulates at tri-organelle contact sites linking mitochondria, endoplasmic reticulum, and endo/lysosomal compartments. At these interfaces, αS stabilizes generally dynamic contacts and constrains their remodeling, thereby rewiring organelle communication. These effects require the acidic αS C-terminus and are not recapitulated by intracellular αS overexpression. Proteomic profiling of αS-associated mitochondria identified a contact site-enriched but quality-control-deficient state. Functionally, spreading αS impairs neuron-astrocyte mitochondrial quality control (MQC) by reducing neuronal mitochondria transfer to astrocytes, while enhancing mitochondrial import. Our findings establish organelle contact sites as critical target of spreading αS, through which rewired organelle communication impairs MQC and neuron-astrocyte crosstalk. ### Competing Interest Statement The authors have declared no competing interest.

doi.org

🌠 BOOM! Bright meteor over Boston today — flash caught by NOAA GOES lightning sensor, boom recorded by Raspberry Shake! GOES shows stunning white-blue flash w/ purple halo over New England. Waveform from AM.R199D spikes at ~18:11 UTC. #Meteor #Boston

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(1/n) Super excited to share that our preprint is out today in @natsmb.nature.com with a new name "Integrated MINFLUX tracking reveals two distinct chromatin dynamics classes across cell types" and more than 2x more data: www.nature.com/articles/s41... See also MIT News news.mit.edu/2026/how-chr...

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Anders Sejr Hansen@andersshansen.bsky.social · last yr.

(1/n) Thread @matteomazzocca.bsky.social @domenicnarducci.bsky.social Simon Grosse-Holz @jessematthias.bsky.social preprint Q: how does chromatin move? Using MINFLUX, SPT & SRLCI, we track chromatin dynamics across 7 orders of magnitude in time to provide answers www.biorxiv.org/content/10.1...