Evidence map›Paper›PMID 42043298›Full record

ArticleProtein science : a publication of the Protein Society2026

Family-level specialization in protein domain insertion architectures.

R Dustin Schaeffer, Rui Guo, Jing Zhang, Qian Cong, Nick V Grishin

Abstract read
In one paragraph

Article in Protein science : a publication of the Protein Society, 2026. 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

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

1 citing paper in PubMed.

  1. Family-level specialization in protein domain insertion architectures.Protein science : a publication of the Protein Society · 2026
    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

5 authors.

R Dustin SchaefferDepartment of Biophysics, University of Texas Southwestern Medical Center, Dallas, Texas, USA.
Rui GuoDepartment of Biophysics, University of Texas Southwestern Medical Center, Dallas, Texas, USA.ORCID https://orcid.org/0000-0002-2111-2867
Jing ZhangEugene McDermott Center for Human Growth and Development, University of Texas Southwestern Medical Center, Dallas, Texas, USA.
Qian CongEugene McDermott Center for Human Growth and Development, University of Texas Southwestern Medical Center, Dallas, Texas, USA.
Nick V GrishinDepartment of Biophysics, University of Texas Southwestern Medical Center, Dallas, Texas, USA.

Funding

ECOD: Large scale classification of predicted and experimental protein structuresR01GM147367 · NIGMS · UT SOUTHWESTERN MEDICAL CENTER · PI Richard Dustin Schaeffer · 2023 to 2026
$1.4M
Functions of Rapidly-Evolving Proteins and Their Roles in PathogenicityK99AI180984 · NIAID · UT SOUTHWESTERN MEDICAL CENTER · PI ZHANG, JING · 2024 to 2025
$210k
Division of Biological Infrastructure 2224128National Institute of Allergy and Infectious Diseases 1K99AI180984NIAID NIH HHS K99 AI180984NIGMS NIH HHS GM147367NIGMS NIH HHS R01 GM147367Welch Foundation I-1505Welch Foundation I-2095-20220331
6 · The paper itself

Abstract

Domain insertion creates architectures where one domain interrupts another's sequence. Analysis across 2.7 million classified domains reveals that insertions occur in 20% of multidomain proteins, with 331 families exhibiting consistent architectural roles: 162 function exclusively as hosts, while 169 exclusively serve as inserted modules, such as zinc-binding dehydrogenases appearing as insertions across 450 events. The remaining 1116 families with sufficient insertion activity demonstrate versatile behavior, adopting different roles depending on partnership context. Size analysis shows inserted domains are consistently smaller than their hosts (median 115 vs. 199 residues), with role-consistent families exhibiting 1.7-fold size differences. Insertions frequently involve domains from different structural superfamilies: 31,925 events (65.8% of total) occur between families from different H-groups, such as P-loop hydrolases with tRNA modification domains. While most insertions are simple single-level architectures, insertion mechanisms can create complex organizations, including six-level nested structures in cyanobacterial RNA polymerase. This work provides a comprehensive dataset of 48,551 insertion events across 5701 families, with quantitative characterization of size relationships and partnership patterns that can inform structure prediction and protein design efforts.

Indexed as

Protein DomainsProteinsModels, MolecularProteinsdomain architecturedomain classificationdomain insertionsequence familiesstructure prediction

Identifiers

PMID42043298
PMCPMC13114784

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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.