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Record W3216658736 · doi:10.1002/bdr2.1969

Dolutegravir and rat whole embryo culture

2021· letter· en· W3216658736 on OpenAlexaff
Andrew J. Copp, Nicholas D. E. Greene, Jennifer Jao, Rebecca Zash, Haneesha Mohan, Valeriya Dontsova, Lena Serghides

Bibliographic record

VenueBirth Defects Research · 2021
Typeletter
Languageen
FieldMedicine
TopicPrenatal Screening and Diagnostics
Canadian institutionsUniversity of TorontoToronto General HospitalUniversity Health Network
FundersEunice Kennedy Shriver National Institute of Child Health and Human DevelopmentNational Institute of Child Health and Human DevelopmentNational Institutes of HealthNational Centre for the Replacement, Refinement and Reduction of Animals in Research
KeywordsDolutegravirPregnancyFetusTeratologyProducts of conceptionDosingMedicineEmbryo cultureMicrophthalmiaEmbryoGestationRegimenAndrologyObstetricsSurgeryPhysiologyGynecologyInternal medicineHuman immunodeficiency virus (HIV)BiologyImmunologyGenetics

Abstract

fetched live from OpenAlex

We were interested to read the recent paper by Posobiec et al. (2021) in Birth Defects Research that reports a lack of teratogenicity using the anti-HIV drug, dolutegravir (DTG) in rat whole embryo culture. This is clinically important, as an elevated rate of neural tube defects (NTDs) was observed among women in Botswana taking a DTG-based regimen from conception (Zash et al., 2019; Zash, Makhema, & Shapiro, 2018). While further surveillance of DTG usage in pregnancy is vital and ongoing, there is also a pressing need for experimental studies to determine whether the association of NTDs with DTG exposure in early pregnancy is a cause-and-effect relationship. We recently published a study of DTG exposure during pregnancy in mice on a folate sufficient diet (Mohan et al., 2021). Exposure to DTG at a level (1×-DTG) that delivers blood concentrations close to those seen in humans led to fetal NTDs at a similar frequency (5 cases among 1,174 fetuses: 0.43%) as in humans. Other defects, particularly microphthalmia, severe edema, and vascular/bleeding defects, also showed elevated frequencies in the 1×-DTG dosing group. A five times higher dosing level (5×-DTG) did not produce more fetal abnormalities than vehicle-treated controls, possibly due to higher folate concentrations in the 5×-DTG fetuses. Posobiec et al. conclude that DTG lacks teratogenicity, but this deserves closer scrutiny in view of their study design and sample numbers. First, we note that 16 embryos were cultured in each of two DTG treatment groups (5.3 and 9.3 μg/ml), compared with a vehicle only group, and valproic acid-treated positive controls. Based on our in vivo findings in mice, a sample size of 16 would be expected to yield 0.07 NTDs: that is, no NTDs would most likely be observed, even if the NTD rate was the same as in our in vivo study. Hence, a similar low NTD rate cannot be excluded based on the authors' chosen sample size. Second, the authors showed that a relatively small amount (5–6% maximum) of DTG in the culture medium actually reached the embryo itself. The yolk sac, which surrounds the neurulation stage rodent embryo, appears efficient at preventing DTG entry. An extension of the study could have included DTG injection into the amniotic cavity, to bypass the yolk sac barrier (Copp et al., 2000). Third, Posobiec et al. have assumed that DTG itself, and not a metabolite, is the factor to be tested for teratogenicity. However, some agents (e.g., cyclophosphamide; Ozolins, Oglesby, Wiley, & Wells, 1995) need to be transformed by maternal metabolism, before gaining teratogenic action. Such metabolism would be expected in vivo but would not have been present in the rat embryo cultures. The rats that donated serum for use as culture medium could have been dosed with DTG to provide serum containing putative DTG metabolites, as a test of this idea. In view of these study design concerns, we would interpret the findings of Posobiec et al. with caution. A teratogenic effect of DTG remains a possible explanation for the higher prevalence of NTD observed in women exposed from conception. Research on dolutegravir in pregnancy by the authors is funded by grant 1R01HD104553-01 from the Eunice Kennedy Shriver National Institute of Child Health and Human Development. The authors declare no potential conflict of interest. Andrew J. Copp drafted the manuscript and prepared the final version. All other authors edited and contributed to the final manuscript.

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)0.001
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: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Editorial · Consensus signal: none
Teacher disagreement score0.011
Threshold uncertainty score0.038

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0110.006

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 head0.070
GPT teacher head0.358
Teacher spread0.288 · 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 designBench or experimental
Domainnot available
GenreEditorial

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".

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Citations4
Published2021
Admission routes1
Has abstractyes

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