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Record W2152041993 · doi:10.1095/biolreprod.113.109066

Stability of DNA Methylation Patterns in Mouse Spermatogonia Under Conditions of MTHFR Deficiency and Methionine Supplementation1

2013· article· en· W2152041993 on OpenAlexafffund
Justine L. Garner, Kirsten M. Niles, Serge McGraw, Jonathan R. Yeh, Duncan Cushnie, Louis Hermo, Makoto Nagano, Jacquetta M. Trasler

Bibliographic record

VenueBiology of Reproduction · 2013
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicEpigenetics and DNA Methylation
Canadian institutionsRoyal Victoria HospitalMcGill UniversityRoyal Victoria Regional Health CentreMcGill University Health CentreMontreal Children's Hospital
FundersCanadian Institutes of Health ResearchMcGill University
KeywordsMethylenetetrahydrofolate reductaseDNA methylationBiologyMethylationMethionineInternal medicineGeneticsMolecular biologyEndocrinologyGeneGene expressionAlleleMedicine

Abstract

fetched live from OpenAlex

Little is known about the conditions contributing to the stability of DNA methylation patterns in male germ cells. Altered folate pathway enzyme activity and methyl donor supply are two clinically significant factors that can affect the methylation of DNA. 5,10-Methylenetetrahydrofolate reductase (MTHFR) is a key folate pathway enzyme involved in providing methyl groups from dietary folate for DNA methylation. Mice heterozygous for a targeted mutation in the Mthfr gene (Mthfr(+/-)) are a good model for humans homozygous for the MTHFR 677C>T polymorphism, which is found in 10% of the population and is associated with decreased MTHFR activity and infertility. High-dose folic acid is administered as an empirical treatment for male infertility. Here, we examined MTHFR expression in developing male germ cells and evaluated DNA methylation patterns and effects of a range of methionine concentrations in spermatogonia from Mthfr(+/-) as compared to wild-type, Mthfr(+/+) mice. MTHFR was expressed in prospermatogonia and spermatogonia at times of DNA methylation acquisition in the male germline; its expression was also found in early spermatocytes and Sertoli cells. DNA methylation patterns were similar at imprinted genes and intergenic sites across chromosome 9 in neonatal Mthfr(+/+) and Mthfr(+/-) spermatogonia. Using spermatogonia from Mthfr(+/+) and Mthfr(+/-) mice in the spermatogonial stem cell (SSC) culture system, we examined the stability of DNA methylation patterns and determined effects of low or high methionine concentrations. No differences were detected between early and late passages, suggesting that DNA methylation patterns are generally stable in culture. Twenty-fold normal concentrations of methionine resulted in an overall increase in the levels of DNA methylation across chromosome 9, suggesting that DNA methylation can be perturbed in culture. Mthfr(+/-) cells showed a significantly increased variance of DNA methylation at multiple loci across chromosome 9 compared to Mthfr(+/+) cells when cultured with 0.25- to 2-fold normal methionine concentrations. Taken together, our results indicate that DNA methylation patterns in undifferentiated spermatogonia, including SSCs, are relatively stable in culture over time under conditions of altered methionine and MTHFR levels.

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 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 score0.075
Threshold uncertainty score0.282

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 head0.021
GPT teacher head0.294
Teacher spread0.273 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
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

Citations14
Published2013
Admission routes2
Has abstractyes

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