Peptides before and during the nucleotide world: An origins story emphasizing cooperation between proteins and nucleic acids

SD Fried, K Fujishima, M Makarov… - Journal of the …, 2022 - royalsocietypublishing.org
Recent developments in Origins of Life research have focused on substantiating the
narrative of an abiotic emergence of nucleic acids from organic molecules of low molecular …

Linguistically inspired roadmap for building biologically reliable protein language models

MH Vu, R Akbar, PA Robert, B Swiatczak… - Nature Machine …, 2023 - nature.com
Deep neural-network-based language models (LMs) are increasingly applied to large-scale
protein sequence data to predict protein function. However, being largely black-box models …

On the emergence of P-Loop NTPase and Rossmann enzymes from a Beta-Alpha-Beta ancestral fragment

LM Longo, J Jabłońska, P Vyas, M Kanade, R Kolodny… - Elife, 2020 - elifesciences.org
This article is dedicated to the memory of Michael G. Rossmann. Dating back to the last
universal common ancestor, P-loop NTPases and Rossmanns comprise the most ubiquitous …

pLM-BLAST: distant homology detection based on direct comparison of sequence representations from protein language models

K Kaminski, J Ludwiczak, K Pawlicki, V Alva… - …, 2023 - academic.oup.com
Motivation The detection of homology through sequence comparison is a typical first step in
the study of protein function and evolution. In this work, we explore the applicability of …

Mechanisms of protein evolution

V Jayaraman, S Toledo‐Patiño, L Noda‐García… - Protein …, 2022 - Wiley Online Library
How do proteins evolve? How do changes in sequence mediate changes in protein
structure, and in turn in function? This question has multiple angles, ranging from …

Creative destruction: New protein folds from old

C Alvarez-Carreño, RJ Gupta… - Proceedings of the …, 2022 - National Acad Sciences
Mechanisms of emergence and divergence of protein folds pose central questions in
biological sciences. Incremental mutation and stepwise adaptation explain relationships …

Peptides en route from prebiotic to biotic catalysis

K Hlouchová - Accounts of Chemical Research, 2024 - ACS Publications
Conspectus In the quest to understand prebiotic catalysis, different molecular entities, mainly
minerals, metal ions, organic cofactors, and ribozymes, have been implied as key players. Of …

Identification of a covert evolutionary pathway between two protein folds

D Chakravarty, S Sreenivasan, L Swint-Kruse… - Nature …, 2023 - nature.com
Although homologous protein sequences are expected to adopt similar structures, some
amino acid substitutions can interconvert α-helices and β-sheets. Such fold switching may …

Exploiting enzyme evolution for computational protein design

GP Pinto, M Corbella, AO Demkiv… - Trends in Biochemical …, 2022 - cell.com
Recent years have seen an explosion of interest in understanding the physicochemical
parameters that shape enzyme evolution, as well as substantial advances in computational …

Intergenic ORFs as elementary structural modules of de novo gene birth and protein evolution

C Papadopoulos, I Callebaut, JC Gelly, I Hatin… - Genome …, 2021 - genome.cshlp.org
The noncoding genome plays an important role in de novo gene birth and in the emergence
of genetic novelty. Nevertheless, how noncoding sequences' properties could promote the …