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Record W7047019149

Genetic and nutritional disturbances of folate metabolism modulate the outcome of cerebral malaria

2015· dissertation· en· W7047019149 on OpenAlexafffund

Bibliographic record

VenueeScholarship@McGill (McGill) · 2015
Typedissertation
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsMcGill UniversityMcGill Genome Centre
FundersCanadian Institutes of Health ResearchMcGill University Health CentreMcGill University
KeywordsPlasmodium bergheiImmune systemMalariaMethylenetetrahydrofolate reductaseCytokineVitaminPregnancy
DOInot available

Abstract

fetched live from OpenAlex

Folates are B vitamins that are required for the synthesis of nucleotides and amino acids, and for methylation reactions. A common polymorphism in methylenetetrahydrofolate reductase (MTHFR, 677C>T), results in enzymatic deficiency and increased risk for several disorders. This polymorphism exists at high frequencies in many populations. Malaria is a parasitic infection that affects nearly 200 million people per year. The folate pathway has been a popular pharmacological target for anti-malarial therapies for many years and, more recently, there has been increased folate intake due to food fortification and vitamin supplementation in many countries. We questioned whether genetic or nutritional disturbances in folate metabolism would affect the response to malarial infection in mice.Mthfr+/- mice fed standard mouse chow were protected against Plasmodium berghei ANKA infection (cerebral malaria). These mice survived longer than Mthfr+/+ mice and had tissue-specific changes in expression of interferon-γ (IFNγ), peroxisome proliferator-activated receptor-γ (PPARγ) and interleukin-10 (IL-10). Mthfr+/- mice also had increases in total splenocytes, total T cells, CD4+ and CD8+ T cells, and in CCR4+ NK cells. Uninfected Mthfr+/- mice had changes in immune cell distribution and cytokine expression. Mice that over-express MTHFR (MTHFRTg) were more susceptible to P. berghei ANKA infection when fed standard mouse chow. They died more quickly and had decreases in their NK and CCR4+ NK cells, compared with their wild-type littermates. Uninfected MTHFRTg mice had decreases in total splenocytes, total T cells, and CD8+ T cells. Mthfr+/- and Mthfr+/+ mice fed amino acid-defined control diets (CD, recommended folate level) or folic acid-supplemented diets (FASD, 10-fold higher than recommended) had no survival differences. However, FASD mice died more quickly and had higher parasitemia compared with CD mice. Infected FASD mice had lower numbers of total splenocytes, total T cells, and lower numbers of specific T and NK cell sub-populations. These differences due to diet are similar to those seen in the study of genotype differences. FASD mice also had increased brain TNFα and increased Bcl-xl/Bak ratios in the liver that suggested they were more susceptible to P. berghei ANKA infection. We conclude that genetic or dietary disturbances in folate metabolism result in decreased parasite replication, an altered immune response and increased resistance to malaria in mice. These findings support our hypothesis that MTHFR 677C>T may have reached high frequencies in human populations as a result of the selective advantage it may have conferred against malaria. This work also has relevance for malaria-endemic regions when considering folic acid fortification or supplementation programs.

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)0.000
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 score0.001
Threshold uncertainty score0.004

Distilled classifier scores by category (both heads)

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)0.0010.000

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 head0.018
GPT teacher head0.264
Teacher spread0.246 · 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

Citations0
Published2015
Admission routes2
Has abstractyes

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