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Record W4415379673 · doi:10.1098/rsob.250171

The evolutionary entanglement of flipons with zinc fingers and retroelements has engendered a large family of Z-DNA and G-quadruplex binding proteins

2025· article· en· W4415379673 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueOpen Biology · 2025
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicDNA and Nucleic Acid Chemistry
Canadian institutionsDiscovery Centre
Fundersnot available
KeywordsZinc fingerDNA-binding proteinDNATranscription factorNucleic acidRNA-binding proteinRNAGeneProteome

Abstract

fetched live from OpenAlex

Sequences called flipons can adopt discrete, alternative nucleic acid conformations, such as the left-handed Z-DNA and Z-RNA double helices (referred to collectively as ZNA), and the four-stranded RNA and DNA G-quadruplexes. Each flipon conformation encodes different information. For example, the base-specific interactions of proteins with B-DNA enable sequence-specific recognition. In contrast, the higher energy Z-DNA and G-quadruplexes facilitate the speedy scanning of chromosomes to locate active regions of the genome. Results synthesized from small-scale benchside and large-scale computational experimental approaches provide compelling evidence that zinc-finger protein domains (ZFDs) not only engage in base-specific recognition of B-DNA, but also bind directly to Z-DNA and G-quadruplexes. The findings address the long-standing speed-stability paradox of how high-affinity ZFPs with multiple zinc fingers can rapidly localize to a specific binding site. The energy gap between different DNA interaction modes enables fast off-rates during the scanning of Z-DNA for cognate binding sites, and a slow off-rate following engagement of the B-DNA conformer. ZFPs represent the most prominent human transcription factor family with 804 annotated members. The coevolution of flipons and ZFP enhances suppression of retroelements and enables rapid, context-specific responses. ZNA and GQ binding proteins are consequently more frequent in the proteome than currently conceded.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.092
Threshold uncertainty score0.302

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.014
GPT teacher head0.269
Teacher spread0.255 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it