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Safer Conception Strategies for HIV-Serodiscordant Couples: How Safe Is Safe Enough? Editorial - Benefits of PrEP as an Adjunctive Method of HIV Prevention During Attempted Conception Between HIV-uninfected Women and HIV-infected Male Partners
 
 
  Download the PDF here
 
Download the PDF here
 
"First, if couples limit condomless sex to the 2 days before and the day of ovulation, and if the male partner is receiving virally suppressive ART, PrEP for the female partner provides little additional benefit. The authors define a "successful" outcome as one in which the female partner remains uninfected and a full-term pregnancy occurs. With ART alone, the yearly chance of this successful outcome is 29.1%; with ART plus PrEP, this chance is 29.2%, which is essentially equivalent within the margin of error of the model results.
 
Second, if couples choose a single intervention, ART for the male partner is projected to be more effective in reducing transmission than PrEP for the female partner. When neither ART nor PrEP are used, the yearly HIV transmission risk predicted by the model is 9.5%. Use of PrEP alone reduces this risk to 3.7%, but use of ART alone reduces the risk to 0.5%-0.6% (and provides other important health benefits of ART for the infected partner); ART plus PrEP confers minimal additional benefit (risk is reduced to 0.1%-0.2%).
 
Third, the authors identify key factors that influence HIV transmission and pregnancy risks. The most influential parameter is the degree to which couples limit condomless sex to peak fertility, which can be difficult to identify [19].
 
When couples pursue condomless sex throughout each month, the model-projected chance of the successful outcome (healthy pregnancy without HIV transmission) is lower, at 17.8%/year with no intervention, because of increased HIV transmission without improved pregnancy chance. While both interventions still provide benefit (yearly chance of successful outcome when PrEP alone is used, 23.1%; yearly chance when ART alone is used, 26.8%), adding female PrEP to male ART again adds very little (yearly chance, 27.3%). Other critical factors include the degree to which ART reduces HIV transmission, the rate of STIs and their impact on HIV transmission, and age of the female partner. The authors are developing an online tool, which they call a clinical dashboard, that will allow patients and providers to project HIV risk and pregnancy chance for individual scenarios of age, ART use, STI treatment, and timing of condomless sex."
 
"In response to the lack of published data about transmission risk in HIV-infected men trying to conceive with HIV-uninfected female partners, we developed a mathematical model to explore the relative benefits of ART and PrEP each in isolation and in combination across different simulated clinical scenarios. Our objective was to determine how the addition of PrEP to ART influences 2 key outcomes of interest to clinicians and serodiscordant couples: (1) the average annual probability of the "successful" outcome of the female partner remaining HIV-uninfected and having a child, and (2) the annual probability of the "unsuccessful" outcome of HIV acquisition by the female partner, without a successful pregnancy. We sought to understand the probabilities of these 2 outcomes in an "optimal" scenario defined by condomless sex limited to the ovulation window versus a "suboptimal" scenario defined by condomless sex acts distributed indiscriminately over an average 1-month menstrual cycle. We also explore the role of maternal age on the outcomes of interest.
 
Overall Model Results
 
Table 2 shows average annual probabilities across all simulations for the 5 model outcomes where the sum of the outcomes for a given intervention is 100%. Across all interventions and scenarios, the most likely outcome is the female remaining HIV-uninfected and not having a child (ranging from 53.8% to 72.0%), while the successful outcome is next most common, with the female remaining HIV-uninfected and having a child (17.8% to 29.2%). Outcomes in which the female becomes HIV-infected are uncommon, with the exception of the unsuccessful outcome in the suboptimal scenario when no ART or PrEP is used (annual probability 29.5%)."

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Figure 1. Average annual probabilities of successful and unsuccessful outcomes in the optimal scenario (condomless sex is limited to the window of ovulation) for each of the 4 clinical interventions modeled. A, Probability of a successful outcome (female remains HIV-uninfected and has a child). B, Probability of an unsuccessful outcome (female becomes HIV-infected and does not have a child). Within each panel, all pairwise comparisons of means are statistically different at the P < .0001 level except for ART compared to PrEP and ART in the successful outcome (29.1% versus 29.2%) Lines represent one standard deviation above and below the mean. Abbreviations: ART, antiretroviral therapy; HIV, human immunodeficiency virus; *NS, nonsignificant; PrEP, preexposure prophylaxis.

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Safer Conception Strategies for HIV-Serodiscordant Couples: How Safe Is Safe Enough? Editorial - (full original article follows this commentary below)
 
Journal of Infectious Diseases Advance Access published June 19, 2015
 
Andrea L. Ciaranello1,2 and Lynn T. Matthews1,3
1Division of Infectious Disease, Department of Medicine, 2Medical Practice Evaluation Center, and 3Center for Global Health, Massachusetts General Hospital, Boston
 
With access to antiretroviral therapy (ART), human immunodeficiency virus (HIV)-infected men and women are living longer and healthier lives and have childbearing desires similar to those of HIV-unaffected individuals [1]. Many are in HIV-serodiscordant sexual partnerships (with an HIV-uninfected partner), and attempts at conception confer sexual HIV transmission risk [2]. HIV risk reduction strategies are available for HIV-serodiscordant couples, in which the male is infected, who want to conceive (Table 1), but there are limited data to inform which or how many concurrent methods a couple should adopt. ART for the HIV-infected male partner is recommended regardless of conception plans, to reduce HIV transmission risk to partners and improve the man's own health [11, 12]. Because adherence to ART is imperfect and genital shedding of HIV may occur even in the presence of suppressed plasma viral load, couples may seek additional methods to reduce transmission risk. For an uninfected woman wishing to conceive with an infected male partner who is receiving ART, oral preexposure prophylaxis (PrEP) may be a valuable option, particularly if use of ART or ART adherence by the male partner is limited. Combining PrEP for the female partner (oral tenofovir/emtricitabine, or TDF/FTC) - with ART administration to the male partner for safer conception has been acceptable in observational studies [13-15]. Because PrEP trials were conducted without receipt of ART by the infected partner and ART trials were conducted without receipt of PrEP by the uninfected partner, there are no direct clinical data to estimate the benefit of using PrEP and ART together to decrease periconception HIV transmission risk, compared with either intervention alone.
 
In this issue of The Journal of Infectious Diseases, Hoffman et al use a thoughtfully designed simulation model to investigate the role of PrEP, ART, or both in male-infected, HIV-serodiscordant couples who are attempting to conceive. When clinical data are limited, simulation models can help to inform decision-making. If multiple studies provide partial information, a single model can integrate available data. When data are equivocal or missing, investigators make explicit assumptions about which values to use in a model and then vary these values in sensitivity analyses to identify the thresholds at which decisions would change; this allows readers to understand whether more data are needed to accurately inform clinical choices [16]. Here, Hoffman et al combine transmission risks from separate PrEP trials, ART-as-prevention trials, and observational studies of age-stratified pregnancy rates, and conduct extensive sensitivity analyses on key model parameters. They focus this analysis on couples who maintain the high rates of ART-mediated viral suppression and PrEP adherence seen in the HPTN 052 and Partners PrEP trials [3 ,5, 17, 18]. They also assume that both partners are aware of each others' HIV status, have been screened and treated for sexually transmitted infections (STIs), and have completed normal fertility evaluations. There are 3 primary messages from their analysis.
 
First, if couples limit condomless sex to the 2 days before and the day of ovulation, and if the male partner is receiving virally suppressive ART, PrEP for the female partner provides little additional benefit. The authors define a "successful" outcome as one in which the female partner remains uninfected and a full-term pregnancy occurs. With ART alone, the yearly chance of this successful outcome is 29.1%; with ART plus PrEP, this chance is 29.2%, which is essentially equivalent within the margin of error of the model results.
 
Second, if couples choose a single intervention, ART for the male partner is projected to be more effective in reducing transmission than PrEP for the female partner. When neither ART nor PrEP are used, the yearly HIV transmission risk predicted by the model is 9.5%. Use of PrEP alone reduces this risk to 3.7%, but use of ART alone reduces the risk to 0.5%-0.6% (and provides other important health benefits of ART for the infected partner); ART plus PrEP confers minimal additional benefit (risk is reduced to 0.1%-0.2%).
 
Third, the authors identify key factors that influence HIV transmission and pregnancy risks. The most influential parameter is the degree to which couples limit condomless sex to peak fertility, which can be difficult to identify [19]. When couples pursue condomless sex throughout each month, the model-projected chance of the successful outcome (healthy pregnancy without HIV transmission) is lower, at 17.8%/year with no intervention, because of increased HIV transmission without improved pregnancy chance. While both interventions still provide benefit (yearly chance of successful outcome when PrEP alone is used, 23.1%; yearly chance when ART alone is used, 26.8%), adding female PrEP to male ART again adds very little (yearly chance, 27.3%). Other critical factors include the degree to which ART reduces HIV transmission, the rate of STIs and their impact on HIV transmission, and age of the female partner. The authors are developing an online tool, which they call a clinical dashboard, that will allow patients and providers to project HIV risk and pregnancy chance for individual scenarios of age, ART use, STI treatment, and timing of condomless sex.
 
There are challenges to implementing safer conception that are beyond the scope of this modeling analysis but are important in clinical practice. Hoffman et al assume normal male and female fertility. Low sperm count and motility are more common in HIV-infected men, and female subfertility is higher in HIV-prevalent settings; these will reduce pregnancy chance for any of the modeled interventions [20-22]. The authors also simulate monthly HIV testing for the female partner. Delayed testing and ART initiation would impair safer conception efforts: if a woman becomes both pregnant and infected with HIV, untreated acute infection will markedly increase perinatal transmission risk; if HIV infection occurs and PrEP is not stopped, drug-resistant HIV may emerge [23, 24].
 
Additionally, male-partner ART adherence and viral suppression may be imperfect or unknown to female partners. Treatment refusal is common, and 5%-25% of patients receiving ART have detectable virus in plasma, perhaps with higher rates among patients without clinical symptoms of AIDS [25-29]. Uncertainty about the partner's ART use may be an important motivation for periconception PrEP. Finally, many people in serodiscordant relationships do not know the HIV status of their partners. Disclosure strategies, including couples-based HIV counseling and testing, are needed to support at-risk men and women to know whether partners are infected-an essential first step before individuals or couples can identify the need for safer conception approaches [30].
 
In addition to these implementation challenges, current clinical data leave several key questions about periconception PrEP unanswered. First, to estimate the combined impact of both interventions, Hoffman et al use per-sexual-act data from separate PrEP and ART trials; this is a strength of their model-based approach in the face of limited data [3, 5]. They assume an additive effect of ART and PrEP on HIV transmission risk reduction, but it is biologically plausible that once transmission risks are lowered with PrEP or ART, a second intervention will have less impact than when offered alone. If so, adding PrEP to ART would confer less benefit than projected in this analysis.
 
Another important data gap focuses on the clinical risks of TDF when used for periconception PrEP. TDF is part of recommended ART regimens for HIV-infected pregnant women and women of childbearing age [11, 12]. Toxicities among children and adults receiving TDF to treat HIV infection include loss of bone density and renal tubular dysfunction [31, 32]. Although increased risks of congenital anomalies and renal disease have not been observed in >2500 infants exposed to TDF in utero as part of long-term treatment of their HIV-infected mothers, data on bone development and growth are equivocal [33-37]. Compared with TDF exposure throughout pregnancy, it is likely that risks are even lower when exposure is limited to periconception. Significant risks of miscarriage, fetal anomalies, or growth impairment were not seen in Partners PrEP participants who became pregnant and stopped PrEP at an average of 5 weeks gestation [38]. Even a small risk of toxicity, however, would reduce the rationale for using TDF-based PrEP as a back-up to ART use by the male partner if the additive risk-reduction benefit is small.
 
A third data gap centers around adherence to periconception PrEP. The VOICE and FEM-PrEP trials showed significant nonadherence among women, who reported trial-related barriers (ie, the use of an experimental drug and the possibility of random assignment to the placebo group), as well as pill fatigue and self-perceived low risk for HIV infection [39-42]. When used for a limited period to safely conceive, PrEP adherence could theoretically be higher, leading to greater PrEP efficacy [17].
 
What should patients and providers conclude from the work by Hoffman et al? Attempts at condomless sex to conceive should ideally begin by ensuring that the HIV-infected male partner is adherent to ART with a suppressed viral load, that both partners have normal fertility and are treated for STIs, and that couples identify and limit condomless sex to the time of ovulation. If these conditions are met, there is likely no benefit to adding PrEP for an HIV-uninfected female partner. In many situations, however, these criteria will not be realistic or feasible. PrEP may be a valuable tool when an HIV-infected male partner declines to receive ART, when an HIV-uninfected woman is unsure of her partner's adherence to ART or viral suppression status, or as a so-called bridge to suppression immediately after her partner initiates ART [43].
 
The debate about periconception PrEP began with observational data, expert opinion, and patient demand for strategies to facilitate safer conception without assisted reproductive technology. One might think that ideal information would come from randomized trial of ART, PrEP, and ART plus PrEP, with long-term follow-up of acceptability, adherence, HIV transmission, and pregnancy outcomes. Such a trial may not be feasible, because it would require large numbers of patients and long follow-up times; even if conducted, the findings of the trial might be obsolete if newer and more-effective PrEP regimens are introduced before trial completion. As more data become available from demonstration studies of both PrEP and ART as prevention, modeling studies like the work by Hoffman et al will help patients and providers make important, individualized decisions now about the role of both ART and PrEP in safer conception.
 
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Benefits of PrEP as an Adjunctive Method of HIV Prevention During Attempted Conception Between HIV-uninfected Women and HIV-infected Male Partners
 
Journal of Infectious Diseases Advance Access published June 19, 2015
 
Risa M. Hoffman,1 Amber Jaycocks,2 Raffaele Vardavas,2 Glenn Wagner,2 Jordan E. Lake,1 Deborah Mindry,3
Judith S. Currier,1 and Raphael J. Landovitz1
1Department of Medicine, Division of Infectious Diseases, University of California, David Geffen School of Medicine, Los Angeles, 2RAND Corporation, Santa Monica, and 3Department of Psychiatry and Behavioral Sciences, University of California, Center for Culture and Health, Los Angeles
 
Abstract
 
Background.
Data on effectiveness of preexposure prophylaxis (PrEP) for human immunodeficiency virus (HIV)-uninfected women attempting conception with HIV-infected male partners are limited to observational studies.
 
Methods. To explore the benefits of PrEP for conception, we developed a model to estimate the average annual probability of a woman remaining HIV-uninfected and having a child ("successful" outcome) via condomless sex with an HIV-infected male. The outcome likelihood is dependent upon parameters defining HIV-1 infectivity. We simulated 2 scenarios: optimal (condomless sex acts limited to the ovulation window), and suboptimal (acts not limited to ovulation).
 
Results. In the optimal scenario when the male is on antiretroviral therapy (ART), the average annual probability of the successful outcome is 29.1%, increasing to 29.2% with the addition of PrEP (P = .45). In the suboptimal scenario, the probability is 26.8% with ART alone versus 27.3% with ART/PrEP (P < .0001). Older maternal age reduces the probability of success in both scenarios, particularly after age 30.
 
Conclusions. In our model, PrEP provides little added benefit when the HIV-infected male partner is on ART, condomless sex is limited to the ovulation window, and other modifiable transmission risks are optimized. Older female age decreases the probability of success by increasing the number of condomless sex acts required for conception.
 
Between 20% and 75% of human immunodeficiency virus (HIV)-infected individuals desire children [1-4] and serodiscordant couples engage in condomless sex in order to conceive, placing the HIV-uninfected partner at substantial risk of HIV acquisition [5]. For couples in which the female partner is HIV-infected, self-insemination during the window of ovulation can be utilized at low cost, with no risk of HIV transmission to the uninfected male partner. However, for HIV-infected men wishing to conceive with a negative female partner, the most effective risk reduction method of sperm washing plus intrauterine insemination or in vitro fertilization is often cost prohibitive or may be unavailable, depending on the setting [6]. A less costly menu of risk reduction options has been proposed, including screening and treating sexually transmitted infections (STIs) in both partners, limiting condomless sex to the window of ovulation, placing the HIV-infected partner on antiretroviral therapy (ART), and using preexposure prophylaxis (PrEP) for the HIV-uninfected female partner [7-9]. While PrEP with the fixed-dose formulation of tenofovir disoproxil fumarate (tenofovir-DF) and emtricitabine has proven to be efficacious in a variety of clinical studies, including heterosexual women and men in Africa [10-12], data on the use of PrEP for conception have been limited to small observational studies and expert opinion [13-15]. The Department of Health and Human Services Panel on Treatment of HIV-Infected Pregnant Women lists PrEP as an option for conception with a CIII rating (optional recommendation based on expert opinion) [16] and the Centers for Disease Control has released guidance on PrEP for conception, but raises concern about lack of safety data in HIV-uninfected women in early pregnancy [17]. In randomized clinical trials of PrEP, women becoming pregnant have been immediately taken off study drug [11, 12], limiting available data on safety [18]. Data on the benefit of PrEP for conception when other evidence-based prevention interventions are also used would be helpful for clinicians counseling couples about safer conception, as well as for resource-limited countries developing policies around the availability of PrEP.
 
In response to the lack of published data about transmission risk in HIV-infected men trying to conceive with HIV-uninfected female partners, we developed a mathematical model to explore the relative benefits of ART and PrEP each in isolation and in combination across different simulated clinical scenarios. Our objective was to determine how the addition of PrEP to ART influences 2 key outcomes of interest to clinicians and serodiscordant couples: (1) the average annual probability of the "successful" outcome of the female partner remaining HIV-uninfected and having a child, and (2) the annual probability of the "unsuccessful" outcome of HIV acquisition by the female partner, without a successful pregnancy. We sought to understand the probabilities of these 2 outcomes in an "optimal" scenario defined by condomless sex limited to the ovulation window versus a "suboptimal" scenario defined by condomless sex acts distributed indiscriminately over an average 1-month menstrual cycle. We also explore the role of maternal age on the outcomes of interest.
 
METHODS
 
We developed a probabilistic model to estimate the likelihoods of possible outcomes defined in terms of HIV infection, pregnancy, and delivery when an HIV-uninfected woman engages in condomless sex with an HIV-infected male partner. The likelihoods depend on biological parameters that define HIV infectivity, age-based female fertility (eg, conceiving and delivering a child), and the frequency of condomless sex over an average menstrual cycle (28 days). We implemented the probabilistic model in both the statistical software R [19] and Microsoft Excel. The implementation in R automates the performance of many simulations, whereas the Excel tool is interactive such that a user can select desired parameter values and intervention options.
 
Model Outcomes
 
The mathematical model examined outcomes for women aged 18 to 49 across multiple different outcomes related to the infection status of the woman and the infection status of the child if the female becomes HIV-infected. The model produces 5 possible outcomes:
 
1. Female remains HIV-uninfected and has a child.
2. Female becomes HIV-infected and does not have a child.
3. Female becomes HIV-infected and has an HIV-uninfected child.
4. Female becomes HIV-infected and has an HIV-infected child.
5. Female remains HIV-uninfected but does not have a child.
 
The majority of the results and discussion are focused on 2 outcomes based on their relevance to clinicians counseling serodiscordant couples desiring safer conception: (1) the "successful" outcome of a female remaining HIV-uninfected and having a child, and (2) the "unsuccessful" outcome of a female becoming HIV-infected and not conceiving. For outcome equations, please refer to Section 3.2 of the Supplementary Technical Appendix.
 
We represented the inputs for the outcome probabilities on a per-sex-act basis and obtained a monthly probability by raising the per-sex-act inputs to the number of coital acts over a 30-day period (an approximate 1-month menstrual cycle). We converted the monthly outcomes to average annual probabilities as outlined in section 3.3 of the Supplementary Technical Appendix.
 
Transmission Risk Scenarios Based on Frequency of Condomless Sex
 
We estimated the model outcomes under 2 different scenarios based on opposite ends of the spectrum of condom use behavior: (1) "optimal" transmission risk scenario based on an adherent serodiscordant couple exhibiting ideal behavior after counseling by a clinician, limiting condomless sex to an approximate 3-day window (ovulation day and 2 previous days) when conception would be most likely to occur [20, 21] (range of 1-12 sex acts, with peak sampling clustered around 3); and (2) "suboptimal" scenario in which a couple, despite counseling by a clinician about timing ovulation, does not adhere to the strategy and engages in condomless sex uniformly across an approximate menstrual cycle (1-60 sex acts sampled most frequently around 15).
 
Model Parameters
 
The model inputs define overall HIV transmissibility and the probability of successfully conceiving and delivering a child (Table 1). Additional parameter details can be found in Section 4.3 of the Supplementary Technical Appendix.
 
The reference condition is a male with chronic HIV infection who is not on ART and an HIV-uninfected woman not on PrEP, with both partners screened and treated for STIs. The calculation of the overall HIV transmissibility, α, begins with the base male-to-female HIV transmissibility per condomless sex act, α, during chronic HIV infection [22-24]. Three conditions can increase or decrease the base transmissibility:
 
1. The male is not on ART and has late-stage/advanced HIV infection, characterized by uncontrolled viral replication, hL [25, 26].
 
2. The male is on ART and adherent with suppressed viral load, hART [27].
 
3. The female is on PrEP and adherent, hPrEP [11].
 
These parameters represent binary variables (either "off" or "on"), and when "on," either multiplicatively increase (hL) or decrease (hART and hPrEP) the base transmissibility, such that the overall transmissibility is:
 
A nonapplicable condition turns the associated parameter "off" (ie, equaling "1") and does not affect the overall transmissibility. For evaluating the role of ART with and without PrEP, we assumed all STIs were treated (ie, hSTIs = 1). Untreated STIs have a wide range of effect on model outcomes and are discussed separately in the Supplementary Technical Appendix (Section 5.2).
 
The likelihood of conceiving and successfully delivering a child depends on age-based female fertility. In the model, this was represented by the probability of successfully delivering a child pd(a), given that pregnancy occurs pc(a). To be consistent with the overall HIV transmissibility parameter, the probability of successfully conceiving and delivering a child (ie, pc(a) * pd(a)) is represented on a per-condomless sex-act basis (conversion outlined in Section 4.4 of the Supplementary Technical Appendix).
 
The likelihood that HIV is transmitted from the mother to child (MTCT) if the female becomes HIV-infected during conception is represented by pMTCT [28, 29]. While attempting conception, we assume HIV testing will be performed monthly, and therefore infection will be diagnosed expeditiously and ART initiated early in pregnancy. The probability that MTCT is reduced when the female is started on ART is represented in the model by the multiplicative factor hTxMTCT [30-34].
 
Uncertainty Analysis
 
To assess the uncertainty inherent in the model inputs, we identified a range of reasonable values and an appropriate distribution for each parameter and simulated over many parameter combinations. We obtained 10 000 sets of parameter combinations using Latin hypercube sampling, in which we sampled parameters within their ranges as specified in Table 1. We then evaluated all 10 000 parameter sets across permutations of the model inputs, resulting in 160 000 independent scenarios. The independent scenarios generated a range of probabilities for the outcomes of interest.
 
Clinical Interventions Modeled
 
We compared averages of the outcome ranges for the clinical interventions as follows:
 
1. No PrEP or ART: Female not taking PrEP and male not taking ART (hPrEP off, hART off).
 
2. PrEP only: Female taking PrEP and male not taking ART (hPrEP on, hART off).
 
3. ART only: Female not taking PrEP and male taking ART (hPrEP off, hART on).
 
4. PrEP and ART: Female taking PrEP and male taking ART (hPrEP on, hART on).
 
We compared the range of annual outcome probabilities in 2 ways: (1) comparing a single clinical strategy to all other strategies, and (2) within a single strategy (eg, PrEP only) for the 2 transmission risk scenarios defined by the frequency of condomless sex (optimal vs suboptimal). Pairwise testing between clinical strategies as well as between the optimal and suboptimal scenarios was performed.
 
DISCUSSION
 
Given the magnitude of benefit of ART in prevention of HIV transmission in serodiscordant couples in HIV Prevention Trials Network 052 (96% risk reduction) [27], we sought to characterize the additive benefit of PrEP for safer conception when all other modifiable risk factors are optimized, including the male partner on suppressive ART, STIs treated in both partners, and condomless sex limited to the ovulation window. Our model was designed to highlight outcomes we felt would be of greatest interest to clinicians and serodiscordant couples who desire natural conception. We had a specific interest in the composite outcome of HIV status of the mother and successful pregnancy and delivery because of the importance of age in these determining outcomes.
 
The model was also utilized to determine outcomes based on real-world behaviors of serodiscordant couples adhering versus not adhering to the safer conception strategy of condom use with timed ovulation. Ultimately, the model highlights that limiting condomless sex to the window of ovulation drastically reduces the risk of HIV transmission such that the added benefit of PrEP for the female partner is negligible (0.1%) when this behavioral intervention is used, the partner is suppressed on ART, and STIs are treated in both partners. When condomless sex occurs continuously, the model demonstrates the added benefit of PrEP when the male partner is on ART; however, in this scenario, condomless sex throughout an average 1-month menstrual cycle increases the risk of HIV transmission without increasing the probability of conception. This framework may be helpful for patient-provider discussions to illustrate how the number of condomless sex acts drives the ultimate outcome for couples desiring natural conception, and may help serodiscordant couples understand the importance of adherence to timing ovulation. This context may also be helpful to modify the transmission risk behavior that occurs outside of periods of attempted conception. As a result of our modeling exercise, we are developing a tool that can be used during the patient encounter to illustrate how different clinical scenarios change the risk for HIV transmission. Adjusting the number of condomless sex acts and utilizing the tool to show a "dashboard-style" risk assessment may help to motivate behavior change and/or adherence to prevention strategies.
 
When considering PrEP as a safer conception strategy, serodiscordant couples should be counseled on the existing safety data of tenofovir-DF/emtricitabine in the setting of conception and pregnancy. While experience in HIV-infected women does not suggest an increased risk of congenital anomalies, the conversation should specifically weigh the possible risks in light of any benefits of PrEP in an otherwise optimized scenario. In settings where PrEP is not available or may be available only with considerable financial hardship, the model outputs are helpful to show that inexpensive interventions can have a substantial impact on risk reduction. In these resource-limited settings, consideration should be given to investment in ART for HIV-infected men who desire to conceive with their partners, even if their CD4 lymphocyte cell count and clinical stage would not otherwise qualify these individuals for treatment initiation based on country-specific guidelines.
 
Our analysis highlights the importance of younger maternal age on the annual probability of the desired outcome of remaining HIV-uninfected and successfully having a child. In our model, older maternal age reduced the probability of a successful outcome largely by increasing the number of condomless sex acts required for conception, particularly above age 30. However, additional factors play a role in reducing the probability of successful pregnancy and delivery at an older female age, including increased rates of miscarriage and increased risk for complications that result in pregnancy loss [35-37]. We accounted for this in our model by defining "success" as being able to conceive and carry pregnancy to term. While HIV providers are often not trained in reproductive health topics related to conception and pregnancy complications and may have a limited understanding of the role of age and fertility, increased emphasis should be placed on early discussion of childbearing intentions with HIV-infected patients. Discussions about safer conception strategies and the role of age in achieving safest conception are critically important in facilitating informed decisions.
 
Limitations
 
We used a simple probabilistic model using available data at the time the model was created. P-values obtained from the model must be interpreted with caution, as statistical significance does not equate with clinical significance, and we find small differences to be statistically significant due to the number of simulations performed. In the above discussion, we have presented our views on the clinically significant lessons learned from this model and believe that, ultimately, providers need to individualize decisions about safer conception utilizing this model alongside existing and evolving clinical data, patient preferences, and resource availability.
 
We made several assumptions, including that HIV-infected men would have semen analysis prior to attempts at conception (as per DHHS Guidelines) [16], HIV-infected male partners using ART would be adherent and fully suppressed, women would have a basic evaluation of fertility before attempts at conception, and when using PrEP, women would be adherent. Finally, we estimated the range of possible sex acts for both the optimal and suboptimal scenarios and sampled most frequently around a number we felt may represent average behavior in each scenario. Real-world behavior may be different than modeled ranges, resulting in different outcome probabilities.
 
Conclusions
 
Based on our model inputs, PrEP for an HIV-seronegative female partner attempting conception with an HIV-infected male partner provides little added benefit when the male is on ART, STIs are diagnosed and treated in both partners, and condomless sex is limited to the window of ovulation. Our model highlights that younger maternal age is associated with the desired outcome of successful conception and delivery, and raises the importance of proactive conversations with HIV-infected patients and partners about childbearing desires. Our data are reassuring in that, provided ART is available for the HIV-infected male partner, serodiscordant couples can have desired results without the addition of female PrEP for conception, as long as they are motivated to optimize modifiable risk factors.
 
RESULTS
 
Overall Model Results

 
Table 2 shows average annual probabilities across all simulations for the 5 model outcomes where the sum of the outcomes for a given intervention is 100%. Across all interventions and scenarios, the most likely outcome is the female remaining HIV-uninfected and not having a child (ranging from 53.8% to 72.0%), while the successful outcome is next most common, with the female remaining HIV-uninfected and having a child (17.8% to 29.2%). Outcomes in which the female becomes HIV-infected are uncommon, with the exception of the unsuccessful outcome in the suboptimal scenario when no ART or PrEP is used (annual probability 29.5%).
 
Modeling the Optimal Transmission Risk Scenario for the Successful and Unsuccessful Outcomes
 
Figure 1A illustrates the average annual probability of the "successful" outcome in which the female partner remains HIV-uninfected and has a child in the optimal transmission risk scenario where the serodiscordant couple is able to adhere to the strategy of limiting condomless sex to the 3-day window when conception would be most likely to occur. With no intervention, the average annual probability of the successful outcome is 26.9%. With female PrEP use alone, the probability increases to 28.3%, while with male ART use alone it increases to 29.1%. In the most intensive scenario with the male on ART and the female on PrEP, the probability increases to 29.2%, with no significant difference between the ART versus the ART/PrEP combination approach (P = .45). All other pairwise comparisons are statistically significant at the P < .0001 level, with absolute differences in probabilities ranging from 0.8% to 2.3%. We also evaluated the average annual probability of the "unsuccessful" outcome of the female becoming HIV-infected in attempts at conception but not having a child in the optimal scenario (Figure 1B). The average annual probability of the unsuccessful outcome is 7.1% with neither ART nor PrEP, 2.7% with PrEP alone, 0.4% with ART alone, and 0.1% with ART plus PrEP. All pairwise comparisons in this scenario are statistically significant at the P < .0001 level, with the absolute difference between ART alone and ART plus PrEP of 0.3%.
 
Modeling the Suboptimal Risk Transmission Scenario for the Successful and Unsuccessful Outcomes
 
Figure 2A shows the average annual probability of the "successful" outcome in the suboptimal transmission risk scenario when the serodiscordant couple is not adherent to the safer conception strategy of timing ovulation and condomless sex occurs throughout the approximate 28 days of the menstrual cycle. When the male partner is not on ART and the female is not on PrEP, the average annual probability of the successful outcome is 17.8%. This increases to 23.1% with the use of female PrEP alone and further increases to 26.8% when the male is on ART alone. With the combination of PrEP and ART, the probability is increased to 27.3%. All pairwise comparisons between clinical strategies are statistically significant (P < .0001) with a difference between ART alone and PrEP plus ART of 0.5%.
 
We also evaluated the average annual probability of the "unsuccessful" outcome of the female becoming HIV-infected in attempts at conception but not ultimately having a child in the suboptimal transmission risk scenario (Figure 2B). The annual probability of this outcome is 29.5% with neither ART nor PrEP, 13.2% with PrEP alone, 2.1% with ART alone, and 0.8% with ART plus PrEP. All pairwise comparisons are statistically significant at the level of P < .0001.
 
Comparing Optimal and Suboptimal Scenarios: The Role of Adherence to the Safer Conception Strategy in Determining Model Outcomes
 
When comparing probabilities in the optimal versus suboptimal scenario for the "successful" outcome (Figure 3A), the probability is lower in the suboptimal scenario across all clinical interventions, with most notable differences when neither ART nor PrEP is utilized (26.9% in the optimal vs 17.8% in the suboptimal; P < .0001) and for PrEP alone (28.3% in the optimal vs 23.1% in the suboptimal; P < .0001). With the ART strategy, there is a small absolute difference in the probability of the successful outcome regardless of time-limited condomless sex (2.3% higher outcome probability in the optimal scenario; P < .0001). A slightly smaller absolute difference is seen for the ART/PrEP combination strategy (1.9% higher in the optimal scenario; P < .0001). We used this same strategy to compare optimal and suboptimal scenarios for the "unsuccessful" outcome (Figure 3B). Compared to the "successful" outcome, there are larger differences between no intervention (7.1% in the optimal vs 29.5% in the suboptimal; P < .0001) and PrEP alone (2.7% in the optimal vs 13.2% in the suboptimal; P < .0001). The absolute difference for ART alone is 1.7% higher in the optimal scenario, and for ART plus PrEP is 0.7% higher in the optimal scenario.
 
The Role of Maternal Age on Outcomes
 
In the optimal scenario, the probability of the "successful" outcome declines steadily by age, with an inflection point at age 30, dropping to approximately 15% by age 40 (Figure 4A). In this optimal scenario/successful outcome, the additive benefit of PrEP for the female when the male partner is on ART is minimal, as represented by almost entirely overlapping trajectories. Within the same optimal scenario for the "unsuccessful" outcome (Figure 4B), the probabilities of the female becoming HIV-infected and not having a child remain very low throughout the age spectrum when ART is used alone and when PrEP is added to ART (<1% for both clinical interventions).
 
For the suboptimal scenario, the same strong association of age on the "successful" outcome is shown (Figure 4C), however with more marked differences between the PrEP alone versus ART alone and ART plus PrEP groups. Similarly, for the "unsuccessful" outcome, the average annual probabilities of the female becoming HIV-infected and not having a child increase, with a marked risk for women on PrEP alone over all ages (Figure 4D), especially as compared to the optimal scenario (Figure 3B).

 
 
 
 
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