In response to the Letter to the Editor by Romach et al. re our publication “Dolutegravir in pregnant mice is associated with increased rates of fetal defects at therapeutic but not at supratherapeutic levels”
Bibliographic record
Abstract
We appreciate the comments of Romach et al. on our recent publication [[1]Mohan H. et al.Dolutegravir in pregnant mice is associated with increased rates of fetal defects at therapeutic but not at supratherapeutic levels.EBioMedicine. 2021; 63103167Summary Full Text Full Text PDF PubMed Scopus (9) Google Scholar]. In response to the comments on our study design, our objective when we designed our study was not to repeat pre-clinical studies performed as part of the regulatory approval process for dolutegravir (DTG), but to emulate the clinical scenario as closely as possible. Our study design was motivated directly by the Tsepamo study findings of higher incidence of neural tube defects (NTDs) in pregnant women receiving a DTG-based regimen from conception [[2]Zash R. et al.Neural-tube defects and antiretroviral treatment regimens in Botswana.N Engl J Med. 2019; 381: 827-840Crossref PubMed Scopus (158) Google Scholar]. We do not agree that this is a sub-optimal study design for our research question. Pregnant women living with HIV receiving a DTG-based regimen take their medication as one or more pills orally. Fetal defects in these women are compared to rates in the general population, i.e. women not receiving DTG-based antiretroviral therapy (ART). In this real-world scenario, the “treated” group would not be receiving DTG as a single drug, but in combination with a dual nucleos(t)ide reverse transcriptase inhibitor (NRTI), such as the one used in our study - tenofovir (TDF)/emtricitabine (FTC). TDF/FTC is a very commonly used NRTI combination that has not been associated with higher incidence of NTDs in the many years of widespread use by pregnant women living with HIV. Further, the “control” group would not be taking inactive excipients. To best replicate this clinically relevant scenario we selected to crush the actual pills that pregnant women receive, to administer DTG with TDF/FTC – the most commonly used NRTI backbone in the Tsepamo study, and to administer all drugs orally. We chose a dose that yielded DTG Cmax concentrations similar to those seen in pregnant women (3000 ng/ml). Further, as the higher rates of NTDs were observed in women who received DTG-based ART from conception, we selected to treat our animals for the entire duration of pregnancy (unlike what was performed in the studies by Stanislaus et al. [[3]Stanislaus D.J. Posobiec L.M. Laffan S.B. Solomon H.M. Ziejewski M.Z. Romach E.H. Absence of developmental and reproductive toxicity in animals exposed to dolutegravir.Birth Defects Res. 2020; 112: 245-261Crossref PubMed Scopus (7) Google Scholar]). Our control group was handled identically to the treated group (i.e. gavaged daily with equal amounts of water) but did not receive any drug – to best model the clinical comparator group of pregnant women not taking DTG-based ART while controlling for effects of gavage on the pregnancy. For our dose-response experiments we chose to administer DTG at a 5x dose which yielded a 4-fold increase in Cmax levels (12,000ng/ml). We chose to not increase the dose of TDF/FTC – thus only DTG was increased in our higher dose treatment arm. To our surprise we observed a non-monotonic dose response, with higher rates of defects observed at the 1x-dose of DTG-based ART vs. at the 5x-dose. While Romach et al. express concern that “the explanation for the non-dose responsive developmental defects are contrary to the established principles of teratology”, our findings speak to the importance of testing under conditions that mimic the clinical conditions and not extrapolating from foundational work. We were also surprised by our findings but are not willing to alter the interpretation of our data to fit “established principles of teratology”. We performed a highly powered study, including a much larger number of animals than traditionally used in pre-clinical teratogenic studies, and we observed higher rates of defects in our lower dose treatment arm compared to our higher dose treatment arm. There are several examples in the literature of non-monotonic dose responses on fetal defects, as noted in the Discussion of our paper [[1]Mohan H. et al.Dolutegravir in pregnant mice is associated with increased rates of fetal defects at therapeutic but not at supratherapeutic levels.EBioMedicine. 2021; 63103167Summary Full Text Full Text PDF PubMed Scopus (9) Google Scholar], and our observations add to that literature. It is of interest that a non-monotonic dose response was also observed for the effects of DTG on folate binding to folate receptor 1 in the presence of human serum albumin and/or calcium in the study by Cabrera and colleagues [[4]Cabrera R.M. et al.The antagonism of folate receptor by dolutegravir: developmental toxicity reduction by supplemental folic acid.AIDS. 2019; 33: 1967-1976Crossref PubMed Scopus (16) Google Scholar]. We think that it would be unscientific to dismiss our findings of a relationship between therapeutic levels of DTG-based ART and an increase in fetal defects simply because it does not fit the expectation of a classic dose response. We would also like to note that the one NTD observed in the rabbit fetotoxicity study by Stanislaus et al. [[3]Stanislaus D.J. Posobiec L.M. Laffan S.B. Solomon H.M. Ziejewski M.Z. Romach E.H. Absence of developmental and reproductive toxicity in animals exposed to dolutegravir.Birth Defects Res. 2020; 112: 245-261Crossref PubMed Scopus (7) Google Scholar] was observed in the lowest DTG dose treatment arm. Unfortunately, we cannot comment on the study by Posobiec et al. [[5]Posobiec L.M. Chapman S.P. Murzyn S. Rendemonti J.E. Stanislaus D.J. Romach B. Using whole embryo culture to address risk to patients taking dolutegravir.Birth Defects Res. 2019; 111 (Teratology Society 59th Annual Meeting): 490Google Scholar] as this was only presented as a conference abstract. We encourage publication of these embryo culture experiments so these data can be added to the available literature on DTG and fetal defects. On the suggestion by Romach et al. that a minimal effect on folate would somehow rule out a role for DTG-based ART in NTDs, we disagree. Not all NTDs are sensitive to folate status, and NTDs that are non-responsive to folic acid supplementation have been identified. Further, even small effects on maternal folates – which are under homeostatic control – may raise a concern. We welcome discussion of our findings and challenge of our conclusions – this is the nature of science and peer review. However, we stand by our study design and by our conclusion that our findings provide support for DTG usage in pregnancy being associated with a small increase risk of NTDs. LS and HM drafted the letter. All authors reviewed and edited the letter. The authors have no competing interests. AJC acted as consultant for ViiV Healthcare Limited, with fees going to support his research program. LS received personal support for participating in a ViiV organized Think Tank. Letter to the editor in re: Mohan et al., 2020 ‘dolutegravir in pregnant mice is associated with increased rates of fetal defects at therapeutic but not at supratherapeutic levels’We would like to share some thoughts on the study design and proposed hypotheses in Mohan et al. [1]. Full-Text PDF Open AccessDolutegravir in pregnant mice is associated with increased rates of fetal defects at therapeutic but not at supratherapeutic levelsOur findings support a causal relationship of DTG at therapeutic doses with increased risk for fetal defects, including NTDs at a rate that is similar that reported in the Tsepamo study for women exposed to DTG-based ART from conception. The non-monotonic dose-response relationship between DTG and fetal anomalies could explain the previous lack of fetal toxicity findings from pre-clinical DTG studies. The fetal folate levels suggest that DTG is unlikely to be an inhibitor of folate uptake. Full-Text PDF Open Access
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".