High-throughput force spectroscopy of DNA sequence variant libraries | Matt DeJong
https://hannes-stark.com/starkly-spea... Paper: Engineering the mechanosensitivity of single DNA molecules via high-throughput microfluidic force spectroscopy https://www.biorxiv.org/content/10.64... Abstract: Single-molecule force spectroscopy (SMFS) is a powerful tool to measure how biomolecules respond to mechanical force, but limited sequence throughput constrains its potential. Here, we present a single-molecule, multiplexed, microfluidic force spectroscopy (SM3FS) assay that uses parallelized microfluidics to measure up to 80 sequence variants per experiment. Using SM3FS, we stretched, overstretched, or unzipped 241 different DNA structures and generated 131,847 single-molecule traces from a quarter-million observations. High sequence throughput allowed us to identify DNA structures that are kinetically stable yet mechanically fragile (Frupture < 3 pN at 0.5 pN s-1), revealing how mechanosensitivity can arise as an intrinsic property of multivalent systems. By enabling systematic sequence-function mapping under force, SM3FS opens a path to high-throughput nonequilibrium studies of biomolecules.

General Multimodal Protein Design Enables DNA-Encoding of Chemistry

BiomniBench: Evaluating AI Agents in Biology | Yunhao Qu

The Death of Traditional SAP Security

Scott Aaronson - The TRUTH About Quantum Computing

Scaling Atomistic Protein Binder Design with Generative Pretraining and Test-time Compute | NVIDIA

How AI Cracked the Protein Folding Code and Won a Nobel Prize

USACM. Large Scale Colloquium - Aaditya Chandrasekhar and Brianna Macnider

The French Do Not Care About Work

Adaptive Protein Tokenization - Rohit Dilip

Detection of viral sequences at single-cell resolution | Laura Luebbert

The AI Breakthrough That Will Change Everything (Google DeepMind CEO Interview)

How Jodie Foster Learned French Like a Native

Quantum physics and the gateway to a new reality - with Vlatko Vedral

I Used 100% CASTOR OIL Eye Drops for 30 days - Here's What happened

AlphaFold - The Most Useful Thing AI Has Ever Done

Generative Modeling via Drifting | MingYang Deng

Getting into graduate school in science and engineering (PhD) – Darren Lipomi UCSD

Plant Intelligence Is More Mysterious Than You Think... | The Polarity of Plants

Incredible Process of 24k Pure Gold Extraction From Old PC RAM | How to Make Gold Into RAM

