Evidence map›Paper›PMID 42282564›Full record

ArticlebioRxiv : the preprint server for biology2026

Evolution-guided engineering of an ancient nitrogenase interface enhances enzyme activity and stability.

Elias I Kemna, Rajdeep Banerjee, Betül Kaçar

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

3 authors.

Elias I KemnaDepartment of Bacteriology, University of Wisconsin - Madison, Madison, WI.ORCID 0000-0002-9527-7189
Rajdeep BanerjeeDepartment of Bacteriology, University of Wisconsin - Madison, Madison, WI.ORCID 0000-0003-0101-6250
Betül KaçarDepartment of Bacteriology, University of Wisconsin - Madison, Madison, WI.ORCID 0000-0002-0482-2357

Funding

ACQUISITION OF MASS SPECTROMETER FOR CORE FACILITYS10RR013790 · NCRR · UNIVERSITY OF WISCONSIN MADISON · PI RAINES, RONALD T · 1999 to 1999
–
NCRR NIH HHS S10 RR013790
6 · The paper itself

Abstract

Nitrogenase is essential for biological nitrogen fixation and a key target for improving sustainable agriculture. The structural and functional complexity of nitrogenase makes it difficult to identify regions that can be engineered without disrupting activity, stability, or complex assembly. To address this challenge, we used an evolution-guided approach to identify lineage-specific regions with potential engineering tolerance, revealing a NifK N-terminal extension as a tunable interface. By generating variant libraries exceeding 9,000 members and evaluating them through diazotrophic growth assays and in-vitro characterization, we show that NifK extension is required for nitrogenase activity while remaining broadly tolerant to mutation, revealing a sequence-function landscape that is both flexible and constrained. A subset of residues at the NifD-NifK interface are critical for maintaining complex stability. Structural analyses indicate that the extension stabilizes the MoFe complex via co-evolved electrostatic interactions, and targeted mutations can improve both enzymatic activity and thermostability. These findings identify the NifK extension as a tunable interface, providing a strategy for engineering more robust nitrogenase variants.

Identifiers

PMID42282564
PMCPMC13251992

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LicenceCC BY-NC-ND
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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 OpenQuestion graph.