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Record W4410901242 · doi:10.1186/s12864-025-11734-3

Minimal repeats are ubiquitous sites of crossover and recombination across the human genome

2025· article· en· W4410901242 on OpenAlexaff
Mina Ohadi, Nahid Tajeddin, Hadi Bayat, Dale Annear, Ali M. A. Maddi, Hamid Reza Khorram Khorshid, Kaveh Kavousi, Ahmad Delbari, Ali Nikkhah, Masoud Arabfard

Bibliographic record

VenueBMC Genomics · 2025
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicChromosomal and Genetic Variations
Canadian institutionsMontreal Clinical Research Institute
Fundersnot available
KeywordsBiologyGeneticsGenomeHuman genomeRecombinationEvolutionary biologyCrossoverComputational biologyDNA microarrayGeneComputer science

Abstract

fetched live from OpenAlex

BACKGROUND: Crossover and recombination create genetic diversity that reflects differences in the DNA sequences of different organisms. We previously reported that trinucleotide 2-repeat units (T2Us) are sites of crossover and consequent colonization, which are massively spread and shared across the genomes of human and several other primates. These sites underscore the preference for AT- over CG-rich sequences as recombination sites. METHODS: We extended our study to simpler repeat cores, consisting of AT/TA and CG/GC dinucleotides. An algorithm was designed to extract the genomic regions with a higher probability of recombination. To this end, we hypothesized that dinucleotide 3-repeat units (D3Us) are, at least in part, the basic overlapping units resulting from unequal crossover between dinucleotide 2-repeat units (D2Us). We mapped TATATA, ATATAT, CGCGCG, and GCGCGC across the human genome and analyzed their colonization (the distance between consecutive D3Us < 500 bp). We also studied several randomly selected colonies of diverse sizes in up to 100 vertebrate species using the UCSC and Ensembl Genome Browsers. RESULTS: We found approximately four million AT/TA D3Us and one hundred thousand CG/GC D3Us across the human genome. The majority of these D3Us resided in colonies and spread ubiquitously along all chromosomes. AT/TA colonies were significantly larger and more intricate than CG/GC colonies. D2Us and D3Us were the primary sites of unequal crossover in these colonies, resulting in the emergence of primary recombinants (overlapping recombinants of D2Us/D3Us) and a vast repertoire of secondary recombinants (non-overlapping recombinants of D2Us/D3Us) and eventually, colonies of enormous intricacy and significance based on Poisson distribution. Intricacy was consistently detected across diverse colony sizes, from the smallest to the largest. The randomly selected colonies that were studied in other species were specific to or of their largest size in human. CONCLUSION: We report ubiquitous and intricate colonies, in which D2Us and D3Us were the primary sites of crossover and recombination. It is plausible that minimal repeats such as D2Us, D3Us, and T2Us mark recombination as a ubiquitous rule across the human genome. This phenomenon is likely to transform our understanding of the magnitude, biological, and evolutionary outcomes of crossover and recombination.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.012

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0040.001

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 head0.027
GPT teacher head0.260
Teacher spread0.233 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations3
Published2025
Admission routes1
Has abstractyes

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