Evidence map›Paper›PMID 41049803›Full record

ArticleEvolution letters2025

Changes in flexibility but not in compactness underlie the thermal adaptation of prokaryotic adenylate kinases.

Dimitrios-Georgios Kontopoulos, Ilias Patmanidis, Timothy G Barraclough, Samraat Pawar

Abstract read
In one paragraph

Article in Evolution letters, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Dimitrios-Georgios KontopoulosDepartment of Life Sciences, Imperial College London, Silwood Park, Ascot, Berkshire, United Kingdom.ORCID https://orcid.org/0000-0002-5082-1929
Ilias PatmanidisInstitute of Physics, Carl von Ossietzky Universität Oldenburg, Oldenburg, Germany.
Timothy G BarracloughDepartment of Life Sciences, Imperial College London, Silwood Park, Ascot, Berkshire, United Kingdom.ORCID https://orcid.org/0000-0002-8084-2640
Samraat PawarDepartment of Life Sciences, Imperial College London, Silwood Park, Ascot, Berkshire, United Kingdom.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Understanding the structural changes that enable enzymes to remain active in extreme thermal conditions is of broad scientific interest for both fundamental and applied biological research. Three key mechanisms that underlie the thermal adaptation of enzymes are modifications in structural flexibility, compactness, and the contacts formed among amino acids. However, most previous studies on these topics have been limited to small sample sizes or a narrow taxonomic focus, and the importance of these factors to thermal adaptation remains poorly understood. In this study, we combined molecular dynamics simulations and phylogenetic comparative analyses to thoroughly analyze the structural factors underlying thermal adaptation in adenylate kinase-a key enzyme involved in cellular energy balance and homeostasis-across 70 prokaryotic species. We detect systematic increases in the flexibility of the enzyme with temperature, both across and within species. In contrast, structural compactness appears to be almost completely independent of temperature. Finally, we uncover a remarkable diversity in the number and types of amino acid contacts observed in different adenylate kinases that cannot be explained solely by temperature. Our results suggest that there are multiple paths toward the adaptation of prokaryotic adenylate kinases to extreme thermal environments and that these paths are generally accessible through changes in flexibility.

Indexed as

adenylate kinasesenzyme structuresmicrobesthermal adaptation

Identifiers

PMID41049803
PMCPMC12492129

What Socratic holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.