cees dekker Profile picture
Nov 14, 2022 9 tweets 4 min read Read on X
Protein sequencing is a big deal and goes way beyond DNA sequencing. While we have ~20000 protein-coding genes, we have _millions_ of protein variants, mainly because of post-translational modifications that attach a side group to amino acids.

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Phosphorylation is the most frequent PTM, and of particular interest, as dysregulation of phosphorylation pathways is linked to many diseases including cancers, Parkinson’s, Alzheimer’s, and heart disease.

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We lack techniques to measure such PTMs on the single-molecule level! 😳

=> We need new single-molecule techniques
(Mass spectrometry requires typically more than a billion copies and often struggles to identify the correct position of a PTM between multiple candidate sites)

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We now put a new #CDlab paper on @biorxivpreprint where we use our recently introduced nanopore single-protein scanning method (see here ) to detect single PTMs within single molecules: biorxiv.org/content/10.110…

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We found that this approach allows extremely sensitive measurements that can clearly distinguish peptides with or without a single small PTM, for example the presence of 1 phosphate group (only 5 atoms!) on the immunopeptide BCAR3, a promising neoantigen for immunotherapy.

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The method also can sensitively detect and discriminate single phosphate groups within individual peptides, for example 2 PTMs that are only 3 amino acids apart on another clinically relevant immunopeptide, βCAT

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The accuracy of detection these PTMs is excellent, about 95% accuracy, even for individual reads of single molecules (and this can be increased with re-reading)

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Finally, we did Markov-chain Monte Carlo calculations to model the behavior of these mixed-charged peptides in nanopores, and we find that the charged phosphate PTMs ‘lag and hop’ from the pore moth into the pore lumen, which explains the current profiles

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All this work was done by PhD student Justas Ritmejeris and postdocs Ian Nova and Henry Brinkerhoff who now is at the lab of Jens Gundlach.

Read all about it in our preprint:
biorxiv.org/content/10.110…

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More from @cees_dekker

May 24, 2024
I’m thrilled to be able to announce that we were granted a NWO Summit grant entitled ‘Evolving Life from Nonlife’ (EVOLF) with 40 million euro for a 10-year project aimed to cross the gap between non-life and life by assembling a living synthetic cell from lifeless biomolecules! Image
This project aims to address some of the biggest questions: What is life? How do living systems differ from non-living ones? Can we create living cells from lifeless molecules? EVOLF will take an experimental approach and build synthetic cells from the bottom up, from molecules. Image
While we already created cellular modules for a minimal genome, metabolism, and cell division, EVOLF will employ AI and directed evolution of synthetic cells to integrate cellular functions into one unified synthetic cell that can autonomously replicate, communicate, and evolve. Image
Read 6 tweets
Mar 24, 2024
DNA loop extrusion by SMC motor proteins is an intriguing process that is the key organizer of our chromosomes

As I explained to you before (see our NAR 2022 paper), magnetic tweezers are a powerful single-molecule method to measure single loop extrusion steps (~40nm, 200bp)

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But here's a new twist!

Today, we put a new #CDlab paper on @biorxivpreprint where we developed a new tweezer assay to directly measure how much supercoiling twist is induced into the extruded loop by an individual SMC in each loop-extrusion step!



1/ biorxiv.org/content/10.110…
Image
@biorxivpreprint We show that all 3 SMC complexes induce the same large negative twist (ie, a linking number change Δ𝐿k of -0.6 at each loop-extrusion step) into the extruded loop, independent of step size.

ATP mutants show that ATP binding is the twist-inducing event during the ATPase cycle
2/ Image
Read 12 tweets
Nov 9, 2023
Latest #CDlab paper online now in @ScienceMagazine:

In this important hypothesis paper we sketch a possible mechanistic model for SMC motor proteins that make loops in DNA.
This is a collaborative effort of @HaeringLab, JM-Peters, B-Rowland,. and us

1/ science.org/doi/epdf/10.11…
Image
Background of this paper is interesting as the 4 authors met at a Titisee conference. Given that each of us had a favorite model (scrunching, swing&clamp, hold&feed), we disagreed.
But we discussed, ending up with this joint paper on a ‘reel-and-seal’ model that fits most data
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Here’s how it works:

SMC binds DNA nontopologically. Upon ATP binding, DNA gets clamped onto the heads, which inserts new DNA into the SMC lumen and stretches the SMC arms. Upon ATP hydrolysis, the newly captured DNA then transfers into the extruded DNA loop, enlarging it.

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Read 7 tweets
Aug 27, 2023
a while ago I posed this question...

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As a follow up:

Yesterday we posted a #CDlab paper on @biorxivpreprint that describes careful single-molecule experiments that measure the supercoiling generated by a RNA polymerase during transcription.

Great work by @JanissenRichard @RomanBarth2 @MincoPolinder JacovdTorre

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Image
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@biorxivpreprint @JanissenRichard @RomanBarth2 @MincoPolinder Our work tests the classic twin supercoiling domain model (phrased >50 years ago by Maalφe & Kjeldgaard) that states that positive DNA supercoiling is generated ahead of the RNAP and negative supercoiling in its wake.

The data largely confirm it, but leave 1 huge puzzle!

3/ Image
Read 9 tweets
Jun 15, 2022
Today, we put 2 new #CDlab papers on the @arxiv preprint server – which both report, in different ways, on demonstrating nanoscale rotary motors that are driven by a flow through a nanopore.

arxiv.org/pdf/2206.06612…

arxiv.org/pdf/2206.06613…

1 / ImageImage
@arxiv Such rotors are inspired by the awesome F0F1 ATPase motor protein in our cells. Here, a proton gradient drives rotation of F0 which induces conformational changes in F1 that catalyze production of ATP, which is the fuel for most processes in our body.

Video credit Biovisions

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We built similar rotary motors synthetically from the bottom up, using ‘DNA origami’ in great collaboration with @hendrik_dietz lab. These motor structures dock onto a nanopore and autonomously show sustained unidirectional rotations where a rod rotates at >10 rotations/sec.

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Read 19 tweets
Nov 4, 2021
Today we publish a paper in @ScienceMagazine that expands nanopore readings to the proteome:
a nanopore-based scanner to read off PROTEINS at the single-molecule level! 🤩

Awesome experiments by postdoc Henry Brinkerhoff of our #CDlab, with MD simulations of @aksimentievLab

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@ScienceMagazine @aksimentievLab Here’s the link to this paper in @ScienceMagazine entitled “Multiple re-reads of single proteins at single-amino-acid resolution using nanopores”: science.org/doi/10.1126/sc…

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@ScienceMagazine @aksimentievLab Principle reminds of nanopore DNA sequencing: we draw a peptide through a nanopore with a helicase walking on a lead DNA strand, and then read off ion current step signals as amino acids are blocking the pore.

3/x
Read 8 tweets

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