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andrewleduc.bsky.social
Post-doc Slavov Lab https://andrew-leduc.github.io/ Studying how variation in protein half-life leads to variation in protein levels
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Anyone out there working on single cell ribo seq, this is potentially an interesting alternative/complementary approach. There are some differences in the information they give and would be interesting to explore.

The aspiration to directly measure the ๐ซ๐š๐ญ๐ž๐ฌ of protein synthesis and degradation and control mechanisms of gene expression in the individual cells comprising mammalian tissues has always been a significant motivating factor for me to develop single-cell proteomic technologies. 1/n

How do different cell types regulate protein concentrations? Transcription is only part of the story! Our project focuses on better understanding the regulation of protein abundance by measuring transcription, translation, and protein clearance in single cells.

The talk by @andrewleduc.bsky.social at #SCP2025 is on YouTube: ๐๐ฎ๐š๐ง๐ญ๐ข๐Ÿ๐ข๐œ๐š๐ญ๐ข๐จ๐ง ๐จ๐Ÿ ๐ ๐ž๐ง๐ž ๐ž๐ฑ๐ฉ๐ซ๐ž๐ฌ๐ฌ๐ข๐จ๐ง ๐œ๐จ๐ง๐ญ๐ซ๐จ๐ฅ ๐ข๐ง ๐š ๐ฆ๐š๐ฆ๐ฆ๐š๐ฅ๐ข๐š๐ง ๐ญ๐ข๐ฌ๐ฌ๐ฎ๐ž ๐š๐ญ ๐ฌ๐ข๐ง๐ ๐ฅ๐ž ๐œ๐ž๐ฅ๐ฅ ๐ซ๐ž๐ฌ๐จ๐ฅ๐ฎ๐ญ๐ข๐จ๐ง youtu.be/adkY6txDyqs?...

You ever just flip through genes for a while reading the functions on uniprot and just think, Wow cells do so much stuff

must be incredibly frustrating and disheartening to have federal funding that was promised to you for important work suddenly and arbitrarily ripped away

mitochondrial function, stress response, apoptosis, and autophagy experts, is this right

Congratulations Dr. Rahul Ragunathan on a successful defense @fanglab.org ๐ŸŽ‰๐ŸŽ‰

More evidence for the role of protein degradation in significantly shaping the proteome of brain tissue!

Julia presented remarkably simple and interpretable models from sophisticated measurements.

Multiplexed single cell proteomics to the moon ๐Ÿš€ ๐Ÿš€

Amazing amount of progress made advancing high throughput proteomics in such a short time from the team at @parallelsq.bsky.social ๐Ÿš€

We are excited to introduce โ€˜timeโ€™ as a new domain for proteomics multiplexing! It enables: -Label-free multiplexing -Combinatorial multiplexing with plexDIA Using combined 9-plexDIA and 3-timePlex we demonstrate 27-plex DIA ๐Ÿš€

Read our new paper in Nature Comms: SPIED-DIA = spike-in enhanced DIA phosphoproteomics -> Boosts detection of key phosphosites -> Reveals JNK activation upon MEK inhibition in CRC cells -> Dual MEK/JNK targeting impairs growth ๐Ÿ”— rdcu.be/enPF2 #proteomics #DIA #cancer

We have projects available on single-cell proteomics, including methods development, and applications to antiviral development and resistance. If you have a strong background in proteomics and are considering an MSCA, get in touch! marie-sklodowska-curie-actions.ec.europa.eu/news/msca-op...

So youโ€™re telling us the radical transparency people are againstโ€ฆ transparency? www.politico.com/news/2025/05...

The scientific literature is at risk of becoming flooded with papers that make misleading health claims. www.nature.com/articles/d41...

NEW: Under Trump, the National Science Foundation is awarding grants at the slowest pace in decades. We took a detailed look at every area of science affected by the funding lag. Here's a gift link: www.nytimes.com/interactive/...

When I was starting out modeling data, I always assumed that I needed to learn lots of fancy techniques and read different statistics text books to do useful analysis. However, intuition has gotten me much farther than time spent reading about complicated techniques.

Tune in to hear me give a talk on our work quantifying mechanisms protein abundance regulation in single cells from primary tissues!

This week, PTI will be sharing 4 preprints, including: โฌ›๏ธ New tools & mass tags for plexDIA โฌ›๏ธ 27-plex DIA enabling 500 samples / day โฌ›๏ธ Improved de novo sequencing of peptides โฌ›๏ธ Protein degradation dysregulation in Alzheimer's Check out @parallelsq.bsky.social for updates ๐Ÿš€

Slow growth rates mean stable proteins have time to accumulate inside cells. The resulting consequence is that protein concentrations strongly depend on proteins degradation rates

๐“๐จ ๐ฎ๐ง๐๐ž๐ซ๐ฌ๐ญ๐š๐ง๐ ๐ญ๐ก๐ž ๐›๐ซ๐š๐ข๐ง, we need to understand what shapes its molecular composition. What are the contributions of protein synthesis and degradation rates to determining protein abundance in the brain ? www.biorxiv.org/content/10.1...

@bsky.app Why are there no polls??

I just ran a sample that nearly out performed the state of the art in the beginning of my PhD 6 years ago, using 1/4000th the amount of sample in ~1/4th the time. That is pretty amazing.

We think this artifact may be more pronounced in single cell proteomics as compared to transcriptomics as proteins are a considerably smaller than the transcript that encodes them

This project started with an exciting discovery. As @andrewleduc.bsky.social and team interrogated deeper, we found artifactual contributions. So, we developed methods (scp.slavovlab.net/QuantQC) to reduce such artifacts. nature.com/articles/s41... rdcu.be/ekKTq ๐Ÿงต

Our paper on the impact of protein leakage due to loss of membrane integrity for single cell proteomic sample prep is out in @natcomms.nature.com! We analyze thousands of primary single cells from murine tracheal tissue and record membrane permeability (sytox-green)๐Ÿงต www.nature.com/articles/s41...

The most profound insights are often also the most simple: growth-rate, by setting the dilution rate of intra-cellular molecules, controls the sensitivity of gene regulatory circuits. In retrospect it seems crazy that this effect seems to have been overlooked so far. www.science.org/doi/10.1126/...

Confounders are a major bottleneck to understanding biology. Interactions confounded by unobserved regulators (variables) cannot be causality inferred. Gazillion data points from the observed variables cannot compensate for unmeasured confounders. What can help ... 1/2