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Zach Marin

@zacsimile.bsky.social

hardware x software in microscopy | postdoc in Ries Lab @maxperutzlabs.bsky.social | http://zacsimile.github.io | πŸ‡ΊπŸ‡Έ in πŸ‡¦πŸ‡Ή | he/him | views are graphical projections

548 Followers  |  792 Following  |  51 Posts  |  Joined: 10.09.2023  |  2.2802

Latest posts by zacsimile.bsky.social on Bluesky

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A correlative quantitative phase contrast and fluorescence super-resolution microscope for imaging molecules in their cellular context Fluorescence microscopy has been widely used to reveal the spatial distribution of specifically labeled molecules, but it is blind to cellular context. Quantitative phase contrast microscopy (QPC) pro...

Super-resolution single-molecule fluorescence combined with quantitative phase contrast. This powerful combo enables ~0.05 nm optical path difference detection, < 20 nm resolution, and continuous live-cell imaging with digital staining
doi.org/10.1101/2025...
#Microscopy #CellBiology #OI-DIC #SMLM

16.10.2025 23:57 β€” πŸ‘ 7    πŸ” 3    πŸ’¬ 0    πŸ“Œ 0
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We present multi-immersion Oblique Plane microscope (miOPM), a light-sheet platform that can be adapted to a wide range of applications, from sensitive live cell imaging to imaging organs and cleared tissues.
www.biorxiv.org/content/10.1...

06.10.2025 17:52 β€” πŸ‘ 121    πŸ” 44    πŸ’¬ 5    πŸ“Œ 2
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Localization of single molecules with structured illumination and structured detection - Light: Science & Applications Light: Science & Applications - Localization of single molecules with structured illumination and structured detection

Happy to share this article with my views on @elislenders.bsky.social and @vicidominilab.bsky.social work and discussing current developments in single-molecule localization combining structured excitation and detection. So many exciting perspectives in the field!

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

30.09.2025 18:17 β€” πŸ‘ 23    πŸ” 10    πŸ’¬ 2    πŸ“Œ 0

Highly efficient 12-color multiplexing with speed-optimized DNA-PAINT. We are excited to share our latest paper in @natcomms.nature.com, using left-handed DNA to extend speed-optimized DNA-PAINT to 12 targets in a simple and straightforward way! πŸ§¬πŸ‘ˆπŸš€https://www.nature.com/articles/s41467-025-64228-x

02.10.2025 11:37 β€” πŸ‘ 28    πŸ” 9    πŸ’¬ 2    πŸ“Œ 2
Sketches of six stages of cytokinetic development of the intercellular bridge are illustrated with exmaple U-ExM fluorescence microscopy images. Septin2-GFP shown in green. Tubulin shown in magenta. A shortened workflow illustrates the image alignment and averaging process to generate average 2D reconstructions of cytokinetic stages.

Sketches of six stages of cytokinetic development of the intercellular bridge are illustrated with exmaple U-ExM fluorescence microscopy images. Septin2-GFP shown in green. Tubulin shown in magenta. A shortened workflow illustrates the image alignment and averaging process to generate average 2D reconstructions of cytokinetic stages.

It is out! 🦚 I recorded hundreds of #ExM πŸ”¬images of cytokinetic bridges and averaged them into 6 stages. How? With help from our fantastic collaborators @zacsimile.bsky.social and @jonasries.bsky.social in Vienna πŸ˜‡. Check out the full atlas here: doi.org/10.5281/zenodo.17232370

30.09.2025 16:24 β€” πŸ‘ 32    πŸ” 10    πŸ’¬ 1    πŸ“Œ 1
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Now out on bioRxiv. πŸ₯³My research on #cytokinesis, averaging thousands of #ExM imagesπŸ”¬, creating a dynamic atlas of cytokinesis 🦠⏳. Here's an animated sneak peek of what we found. Better resolution on bioRxivπŸ˜„ #PSFoftheGIF

28.09.2025 14:15 β€” πŸ‘ 68    πŸ” 26    πŸ’¬ 2    πŸ“Œ 4
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Image quality metrics fail to accurately represent biological information in fluorescence microscopy Image processing methods offer the potential to improve the quality of fluorescence microscopy data, allowing for image acquisition at lower, less phototoxic illumination doses. The training and evalu...

Hello! Very excited to share our latest preprint, which is great news for us but terrible news for any diehard fans of PSNR and SSIM as image quality metrics in microscopy... (1/5)
www.biorxiv.org/content/10.1...

07.08.2025 13:00 β€” πŸ‘ 76    πŸ” 24    πŸ’¬ 3    πŸ“Œ 2
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Automated optogenetic control of hundreds of cells in parallel. Each cell is individually steered, collectively acting as a "tissue printer". Preprint & code out! www.biorxiv.org/content/10.1...

21.08.2025 20:16 β€” πŸ‘ 104    πŸ” 38    πŸ’¬ 6    πŸ“Œ 2
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Scalable and lightweight deep learning for efficient high accuracy single-molecule localization microscopy Nature Communications - This study presents LiteLoc, a lightweight and scalable AI model for efficient and accurate single molecule localization microscopy data analysis, bringing real-time...

We’re excited to share LiteLoc β€” a lightweight and scalable deep learning framework for high-throughput single-molecule localization microscopy, enabling analysis speed of >500β€―MB/s on 8Γ— RTX 4090 GPUs without compromising accuracy. rdcu.be/eztp6

06.08.2025 03:40 β€” πŸ‘ 18    πŸ” 8    πŸ’¬ 1    πŸ“Œ 0
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🚨 2 Γ— PhD positions @EPFL! 🚨
Help us push the boundaries of fluorescence microscopy - DNA nanotech, custom optics & spatial omics in Lausanne πŸ‡¨πŸ‡­. Start Jan 2026. Send CV + motivation + 2 refs β†’ fschueder@ethz.ch
#PhD #Hiring #microscopy #SuperResolution #SpatialOmics #DNAPAINT #FLASHPAINT

31.07.2025 08:56 β€” πŸ‘ 24    πŸ” 20    πŸ’¬ 1    πŸ“Œ 1
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Lyme Disease Vaccine A vaccine for Lyme disease is not currently available, clinical trials of new vaccines are underway.

There was a vaccine for Lyme disease, but production was canceled due to insufficient demand. www.cdc.gov/lyme/about/l...

20.07.2025 20:12 β€” πŸ‘ 6    πŸ” 3    πŸ’¬ 2    πŸ“Œ 0
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Scientists hide messages in papers to game AI peer review Some studies containing instructions in white text or small font β€” visible only to machines β€” will be withdrawn from preprint servers.

Human scientists anticipate human reviewers will use machines, so they put tiny white text to prompt machines to give positive reviews. I’m not even angry, I’m impressed www.nature.com/articles/d41... Scientists hide messages in papers to game AI peer review

14.07.2025 07:38 β€” πŸ‘ 39    πŸ” 8    πŸ’¬ 5    πŸ“Œ 2
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Online 3D Printing Service | Custom 3D Printed Parts - JLC3DP Custom 3D Printed Parts from $1.00. Professional 3D printing service with SLA, MJF, SLM, FDM, SLS, WJP.

I've heard nice things about jlc3dp.com

08.07.2025 07:40 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
A picture of an ice maker full of ice cubes

A picture of an ice maker full of ice cubes

Good news I've fixed the worst thing about Europe

29.06.2025 16:56 β€” πŸ‘ 5    πŸ” 1    πŸ’¬ 1    πŸ“Œ 0
schematic illustration of protein labeling using the spontaneous self-complementing peptide protein split-HaloTag system. POI: protein of interest

schematic illustration of protein labeling using the spontaneous self-complementing peptide protein split-HaloTag system. POI: protein of interest

Pairwise combination of Hpep11 (TOM20-tagged) with the other three Hpep variants 8, 9 and 10 (H2B-tagged) for FLIM multiplexing. The total fluorescence intensity composite, the two separated species and their corresponding wavelet-filtered phasor plot used for species separation are presented.

Pairwise combination of Hpep11 (TOM20-tagged) with the other three Hpep variants 8, 9 and 10 (H2B-tagged) for FLIM multiplexing. The total fluorescence intensity composite, the two separated species and their corresponding wavelet-filtered phasor plot used for species separation are presented.

Live-cell confocal imaging of histone H2B type-2E-Hpep11 CRISPR KI cell lines after 2-hours labeling with the specified CA- ligand [100 nM]. Images were taken with optimal image acquisition parameter for each dye. Scale bar: 50 ΞΌm.

Live-cell confocal imaging of histone H2B type-2E-Hpep11 CRISPR KI cell lines after 2-hours labeling with the specified CA- ligand [100 nM]. Images were taken with optimal image acquisition parameter for each dye. Scale bar: 50 ΞΌm.

(a) Confocal laser scanning microscopy (CLSM) and STED images of mitochondria in U2OS cells coexpressing cpHaloΞ”3 and TOM20-Hpep, either overexpressed or endogenously tagged. Scale bar: 1 ΞΌm. Pixel intensities scaled according to reference bar. (b) Representative CLSM, STED images of the CRISPR/Cas9 KI cells expressing TOM20 tagged with intact HaloTag (upper) or Hpep11 (bottom). (c) Intensity profiles along mitochondrial tubules (red and blue lines in b). Scale bar: 2 ΞΌm. (d) Representative CLSM and STED images of endogenous Hpep11-tagged clathrin with cpHaloΞ”3 coexpression. Scale bar: 10 ΞΌm (overview) and 2 ΞΌm (magnification). (e) Representative CLSM, STED
images of endogenously tagged tubulin beta 4B with Hpep11. Scale bar: 10 ΞΌm (overview) and 2 ΞΌm (magnification). (f) Intensity profiles along tubulin filaments (red and blue lines in e) Means Β± s.d. of the filament diameters were calculated as full width at half maximum (FWHM) from n=20 microtubule filaments, β‰₯ 2 images. A slight increase in cytosolic signal was noted in cells tagged with split-HaloTagat TUBB4B, compared to cells tagged with the full-length HaloTag, which may result from the presence of unbound but labeled cpHaloΞ”3. All images were acquired after labeling with CA-SiR [100 nM] for one hour.

(a) Confocal laser scanning microscopy (CLSM) and STED images of mitochondria in U2OS cells coexpressing cpHaloΞ”3 and TOM20-Hpep, either overexpressed or endogenously tagged. Scale bar: 1 ΞΌm. Pixel intensities scaled according to reference bar. (b) Representative CLSM, STED images of the CRISPR/Cas9 KI cells expressing TOM20 tagged with intact HaloTag (upper) or Hpep11 (bottom). (c) Intensity profiles along mitochondrial tubules (red and blue lines in b). Scale bar: 2 ΞΌm. (d) Representative CLSM and STED images of endogenous Hpep11-tagged clathrin with cpHaloΞ”3 coexpression. Scale bar: 10 ΞΌm (overview) and 2 ΞΌm (magnification). (e) Representative CLSM, STED images of endogenously tagged tubulin beta 4B with Hpep11. Scale bar: 10 ΞΌm (overview) and 2 ΞΌm (magnification). (f) Intensity profiles along tubulin filaments (red and blue lines in e) Means Β± s.d. of the filament diameters were calculated as full width at half maximum (FWHM) from n=20 microtubule filaments, β‰₯ 2 images. A slight increase in cytosolic signal was noted in cells tagged with split-HaloTagat TUBB4B, compared to cells tagged with the full-length HaloTag, which may result from the presence of unbound but labeled cpHaloΞ”3. All images were acquired after labeling with CA-SiR [100 nM] for one hour.

New preprint by @kjohnsson.bsky.social lab!

A new split Halotag system with higher affinity of the complements + lower background. The system works with our SiR-CA & CPY-CA halotag ligands and enables STED imaging or FLIM multiplexing.

The short 14 aa tag Hpep enables easy cloning free CRISPR-KI.

17.06.2025 11:09 β€” πŸ‘ 28    πŸ” 4    πŸ’¬ 2    πŸ“Œ 0
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πŸš¨πŸ”¬πŸ’—Whether investigating cell organelles or mapping proteins, together with Victor Puelles's lab we lay a roadmap for selecting optimal #ExM and #SuperResolution #microscopy combinations. Daria Aristova and Dominik Kylies review with amazing co-authors

pubs.aip.org/aip/apr/arti...

25.04.2025 17:21 β€” πŸ‘ 93    πŸ” 43    πŸ’¬ 0    πŸ“Œ 4
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Tiny yellow bird waiting at the metro stop this morning

25.04.2025 06:05 β€” πŸ‘ 5    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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Sidelobe-free deterministic 3D nanoscopy with Ξ»/33 axial resolution - Light: Science & Applications A purely physical, single objective-lens strategy (UNEx-4Pi) for achieving sidelobe-free Ξ»/33 axial resolution by fusion of ultrahighly nonlinear excitation of photon avalanches and mirror-assisted bi...

New work from Qiuqiang Zhan. Nonlinear multiphoton excitation eliminates side lobes in 4Pi, achieves 26 nm axial resolution: www.nature.com/articles/s41...

24.04.2025 12:37 β€” πŸ‘ 5    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Your yearly reminder to acknowledge the core facilities you use and their staff scientists in your papers. These scientists are a crucial part of the scientific ecosystem and to continue to exist they need tangible credit for their work. Plus their associated expertise adds credibility to your work.

10.04.2025 13:38 β€” πŸ‘ 488    πŸ” 166    πŸ’¬ 7    πŸ“Œ 16

Thanks! Yep, we do 3D excitation (z scan with a top hat) and 3D modeling of fluorophore positions. See, e.g., example2.

10.04.2025 05:50 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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Advancing Super-Resolution Microscopy: Recent Innovations in Commercial Instruments Abstract. Super-resolution microscopy techniques have accelerated scientific progress, enabling researchers to explore cellular structures and dynamics wit

We have a new review out! In this Microscopy & Microanalysis piece, Louisa Mezache and I survey some of the latest commercially available microscope technologies: Nikon NSPARC, Re-scan Gaia, CSR Biotech MI-SIM, refinements to STED, SMLM from Bruker and Abbelight… Check it out with free access:

09.04.2025 15:47 β€” πŸ‘ 107    πŸ” 44    πŸ’¬ 2    πŸ“Œ 4
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Check out our new MINFLUX Simulator: www.biorxiv.org/content/10.1... with @zacsimile.bsky.social. Realistic simulation of optics, mechanics, fluorophore dynamics and estimators. @abberior.rocks users can directly simulate sequence files.

09.04.2025 16:45 β€” πŸ‘ 13    πŸ” 2    πŸ’¬ 2    πŸ“Œ 0
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GitHub - ries-lab/SimuFLUX: A comprehensive simulator for MINFLUX experiments. A comprehensive simulator for MINFLUX experiments. - ries-lab/SimuFLUX

These and many other simulations are covered in the paper. Example notebooks for each simulation are provided as part of the code base, and on Google Colab (see github.com/ries-lab/Sim...). We hope the community will find this useful and contribute their own simulated examples using this package.

09.04.2025 13:25 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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For single molecule tracking, we optimized laser power, pattern size, photon limit and pattern dwell time to increase the measurable diffusion coefficient by 70% over that captured by the standard Abberior tracking sequence.

09.04.2025 13:25 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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We simulated DNA-PAINT imaging using an Abberior sequence file, and showed that quenched DNA-PAINT probes may yield better images than standard probes in MINFLUX.

09.04.2025 13:25 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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Fluorophore flickering can create up to a tenfold increase in localization precision. We showed this can be mitigated by repeated scanning of a fluorophore.

09.04.2025 13:25 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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Starting off simple: misalignment of the phase pattern that generates a donut degrades performance, while misalignment of the pinhole has little effect.

09.04.2025 13:25 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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Evaluating MINFLUX experimental performance in silico MINFLUX is a super-resolution microscopy technique with remarkable resolution for imaging and tracking. Its optical resolution is well understood under idealized conditions, but because of system comp...

MINFLUX works well in theory, but system and sample imperfections can lead to suboptimal resolution. To address this, @jonasries.bsky.social and I developed SimuFLUX: www.biorxiv.org/content/10.1..., a realistic simulator to optimize MINFLUX experiments before samples go on the microscope.

09.04.2025 13:25 β€” πŸ‘ 20    πŸ” 6    πŸ’¬ 1    πŸ“Œ 1
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Our manuscript on accelerating the acquisition rate in oblique plane microscopy (OPM) is online now:

opg.optica.org/boe/fulltext...

Our work addresses the issue that an OPM PSF is tilted, and as such it leaves a lot of "empty space" in Fourier space (FFT of experimental data on the right)... 1/n

02.04.2025 18:21 β€” πŸ‘ 40    πŸ” 11    πŸ’¬ 1    πŸ“Œ 0
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Checking out the cherry blossoms at Votivkirche

30.03.2025 12:59 β€” πŸ‘ 5    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

@zacsimile is following 20 prominent accounts