Introduction: Extensive observational data suggest that herpes simplex virus type 2 (HSV-2) infection may facilitate HIV acquisition, increase HIV viral load, and accelerate HIV progression and onward transmission. To explore these relationships, we examined the impact of preexisting HSV-2 infection in an international HIV vaccine trial.
Methods: We analyzed the associations between prevalent HSV-2 infection and HIV-1 acquisition and progression among 1836 men who have sex with men. We used Cox proportional hazards regression models to estimate the association between HSV-2 infection and both HIV acquisition and antiretroviral therapy (ART) initiation, and linear regression to explore the effect of HSV-2 on pre-ART viral load.
Results: HSV-2 infection increased risk of HIV-1 acquisition among all volunteers [adjusted hazard ratio 2.2; 95% confidence interval (CI): 1.4 to 3.5]. Adjusting for demographic variables, circumcision, Ad5 titer, and significant risk behaviors, the risk of HIV acquisition among HSV-2-infected placebo recipients was 3-fold higher than HSV-2 seronegatives (adjusted hazard ratio 3.3; 95% CI: 1.6 to 6.9). Past HSV-2 infection was associated with a 0.2 log10 copies per milliliter higher adjusted mean set point viral load (95% CI: 0.3 lower to 0.6 higher). HSV-2 infection was not associated with time to ART initiation.
Conclusions: Among men who have sex with men in an HIV-1 vaccine trial, preexisting HSV-2 infection was a major risk factor for HIV acquisition. Past HSV-2 did not significantly increase HIV viral load or early disease progression. HSV-2-seropositive persons will likely prove more difficult than HSV-2-seronegative persons to protect against HIV infection using vaccines or other prevention strategies.
From the *Fred Hutchinson Cancer Research Center, Seattle, WA; †Department of Global Health and Division of Allergy and Infectious Diseases, University of Washington, Seattle, WA; ‡San Francisco Department of Health, San Francisco, CA; §Asociacion Civil Selva Amazonica, Iquitos, Loreto, Peru; ‖Merck Research Laboratories, North Wales, PA; and ¶Office of AIDS, California Department of Public Health, Sacramento, CA.
Received for publication October 8, 2010; accepted March 1, 2011.
Supported by Merck Research Laboratories; the Division of AIDS, National Institute of Allergy and Infectious Diseases, in the US National Institutes of Health; and the National Institutes of Health-sponsored HIV Vaccine Trials Network.
Meetings at which parts of the data were presented:
1. 5th IAS Conference, July 19-22, 2009, Cape Town, South Africa.
2. HVTN, Full Group Meeting; November 2008, Seattle, WA.
The sponsors of the study were involved in the study design, data collection, data analysis, data interpretation, writing of the report, and in the decision to submit for publication.
J. N. Wasserheit and L. Corey conceived the hypothesis and oversaw the project. R. V. Barnabas, J. N. Wasserheit, and L. Corey led data interpretation and article writing. Y. Huang and H. Janes led the statistical analysis. R. Morrow led the laboratory analysis. J. Fuchs, K. E. Mark, M. Casapia, D. V. Mehrotra, and S. P. Buchbinder contributed to the data interpretation and article writing. S. P. Buchbinder is a co-chair of the Step Study and led the presentation of the analysis and results to the study site staff and volunteers.
Registered on Clinical Trials.gov: Identifier: NCT00095576 http://clinicaltrials.gov/ct2/show/NCT00095576?term=merck+and+hiv+vaccine+v520&rank=2
The authors have no conflicts of interest to disclose.
Correspondence to: Dr Ruanne V. Barnabas, MBChB, DPhil, Department of Global Health, University of Washington, Box 359927, 325 Ninth Avenue, Seattle, WA 98104 (e-mail: firstname.lastname@example.org).
Supplemental digital content is available for this article. Direct URL citations appear in the printed text and are provided in the HTML and PDF versions of this article on the journal's Web site (www.jaids.com).
Herpes simplex virus type 2 (HSV-2) is a common persistent sexually transmitted infection (STI) and the leading cause of genital ulcer disease (GUD).1,2 One in 6 adults worldwide are infected,1 with seroprevalence estimates ranging from 17% of adult Americans3 to as many as 30%-80% of women in sub-Saharan Africa2 and 40% of HIV-negative and 80% of HIV-positive men who have sex with men (MSM) in Latin America.4 The major burden of HSV-2 infection lies in frequent recurrences—at least 80% of which are asymptomatic or present with atypical symptoms.5 Emerging data suggest that short bursts of subclinical viral shedding occur frequently, with higher levels of shedding as detected by DNA polymerase chain reaction on about 20% of days.6-9 These frequent shedding episodes facilitate HSV-2 transmission and may increase susceptibility to HIV infection in HSV-infected people by activating HIV target cells in the genital tract.10-13
The interactions between HIV and HSV-2 exemplify the epidemiologic synergy that creates a mutually reinforcing spiral of infection between HIV and other STIs.14 Numerous observational studies from 4 continents suggest a 2- to 3-fold increased risk of HIV acquisition associated with prevalent HSV-2 infection and an up to 7-fold increased risk with incident HSV-2 infection.15,16 Conversely, HIV-1 infection increases acquisition of HSV-2 approximately 3- to 5-fold. 11,17 Moreover, HIV-1/HSV-2 coinfected individuals may exhibit a 0.30-0.55 log10 copies per milliliter higher HIV viral load than those without HSV-2 coinfection,18-21 which may translate to more rapid progression to AIDS and/or increased HIV infectiousness for sexual partners.22-24 Despite this synergy, 2 randomized controlled trials of suppressive HSV-2 therapy to prevent HIV acquisition and 1 to prevent transmission have not demonstrated a significant effect of HSV-2 therapy to reduce HIV acquisition.25-27 This may relate to the ineffectiveness of current antiviral regimens in preventing viral reactivation from sacral nerve root ganglia and the resultant persistence of HIV receptor-positive cells in the genital mucosa even with prolonged acyclovir therapy.28
The Step Study was a multicenter, double-blind, randomized, placebo-controlled test-of-concept trial to assess the efficacy of a cell-mediated HIV-1 adenovirus 5-vectored vaccine Merck Adenovirus Serotype 5 - MRKAd% [MRK-Ad5]29 A key question that emerged from the trial was whether HSV-2 infection modified vaccine effect on acquisition, particularly among uncircumcised men who had preexisting immunity to the Ad5 vector. The Step Study also provided a unique opportunity to analyze the role of HSV-2 infection in HIV acquisition and disease progression and as a potential modifier of vaccine effect among MSM in the Americas and Australia. Therefore, we explored the epidemiology of HSV-2 infection and evaluated its impact on HIV incidence, viral load, and time to antiretroviral therapy (ART) initiation among Step Study participants.
MATERIALS AND METHODS
Study Design and Population
We analyzed HSV-2 associations in the Step Study cohort, which has been described previously.29 Briefly, from December 2004, 3000 HIV-1-negative 18- to 45-year-old volunteers at high risk of HIV-1 infection from 34 sites in the Americas, the Caribbean, and Australia were randomized to receive either 3 doses of the MRKAd5 HIV-1 vaccine or placebo. Randomization was stratified by site, sex, and baseline Ad5 titer. Volunteers had clinical evaluations and risk reduction counseling at each visit (day 1; weeks 2, 4, 8, 12, 26, 30, 52; and every 26 weeks thereafter) with HIV-1 testing on day 1, week 12, and all subsequent visits (except week 26). Baseline HSV-2 testing was performed on day 1 or weeks 2 or 4 samples. Self-reported sexual risk behaviors, drug use, and STIs were evaluated at screening and every 26 weeks thereafter using standardized interviewer-administered questionnaires. Vaccinations in the study were stopped early, in September 2007, and study volunteers were subsequently unblinded to their treatment assignment when prespecified nonefficacy criteria were met at the first interim analysis. Analysis of the 1836 male Step trial participants demonstrated that the vaccine did not prevent HIV acquisition or reduce early viral load.29 Exploratory analyses showed a trend toward higher HIV incidence in subgroups of the vaccinees: HIV incidence was higher among men with preexisting immunity to Ad5 [adjusted hazard ratio comparing vaccine and placebo 2.3; 95% confidence interval (CI): 1.2 to 4.3] and among uncircumcised men (adjusted hazard ratio comparing vaccine and placebo 3.8; 95% CI: 1.5 to 9.3) at 18 months—this trend waned over time.30 The present analysis also focuses on these 1836 high-risk men (there was one infection among women), of whom >96% reported sex with men. Of the 1836 men, 922 received placebo and 914 received vaccine. Eighty-eight of the men (36 placebo and 52 vaccine recipients) acquired HIV before October 17, 2007, after which trial volunteers were unblinded to the intervention. At the time of unblinding, the majority 1704 of 1836 or 93% of male volunteers received all 3 vaccinations, 96 (5%) received 2, and 36 (2%) received 1 vaccination. One volunteer initiated ART before HIV seroconversion and is excluded from the time to ART initiation and viral load analyses. Twenty-eight (12 placebo and 16 vaccine recipients) of the remaining 87 men initiated ART by March 23, 2009. The protocol did not specify criteria for ART initiation. Primary care physicians initiated ART according to clinical judgment and local guidelines, with some clinicians treating acute HIV infection. Other clinicians followed ART guidelines from the US Department of Health and Human Services,31 the World Health Organization,32 or the International AIDS Society-USA.33
Volunteers underwent a thorough written informed consent process. The study protocol was approved by the ethics review committee of each site and was conducted according to relevant local and national requirements. The Step Study is registered with ClinicalTrials.gov, number NCT00095576.
Baseline HSV-2 was diagnosed by Western blot (WB) at the University of Washington Diagnostic Virology Laboratory. A gold standard HSV assay since the mid 1980s, WB, can identify subtype-specific antibodies (HSV-1 only, HSV-2 only, and HSV-1 and HSV-2) in 95%-98% of samples.34 We excluded from analysis 10 (0.3%) samples with an undetermined result that could not be resolved by a retest on a subsequent specimen collected less than 8 weeks after the first vaccination.
HIV was diagnosed by immunoassay, with WB and RNA (Amplicor Monitor version 1.5; Roche, Basel, Switzerland) assay confirmation on the original and confirmatory specimens.29 If HIV was diagnosed at any visit, stored plasma was tested from earlier time points to accurately time the onset of HIV-1 infection. All cases were unanimously confirmed by a blinded endpoint adjudication committee. Ad5 titers were measured by a dilution assay based on serum inhibition of adenovirus infection.
Both direction stepwise procedures were used to select risk behavior variables that contributed to improved model fitting in terms of the exact Akaike information criteria35 in the analysis of HSV-2 seropositivity and HIV acquisition. Observations with missing information on HSV-2 (10 of 1836) and other covariates were excluded in the model selection procedure and in the final reported models. A 2-sided P value of 0.05 or less was considered statistically significant.
In the analysis of HSV-2 data, we used logistic regression models to assess the association of baseline HSV-2 seropositivity with baseline demographic, clinical, and behavioral factors. These factors included age (≤30 or >30); region (North America and Australia or Latin America and the Caribbean); race/ethnicity (white, black, Hispanic, Mestizo, multiracial, or other); Ad5 titer (≤18 or >18), self-reported male circumcision (yes or no); and risk behaviors such as drug use (yes or no), number of sex partners in the last 6 months (≤4 or >4), unprotected receptive/insertive anal intercourse with partners of unknown, seropositive, and seronegative HIV infection status (yes or no). Data were analyzed using Stata/SE 10.0.36
In the analysis of HIV acquisition data, the time-to-event variable in the survival analysis was defined as time from first vaccination to the midpoint between the date of the last visit with no evidence of HIV infection (HIV seronegative and HIV-1 plasma viral RNA negative) and the date of the first serologic evidence of HIV-1 infection. For subjects who never showed any evidence of HIV-1 infection before this data set was closed, their time-to-event variable was right censored on October 17, 2007. We used Kaplan-Meier curves and log-rank tests to display and assess the effect of HSV-2 univariately on the rate of HIV acquisition among placebo recipients and among all trial participants.
We used Cox proportional hazards regression models to estimate the association of baseline HSV-2 seropositivity with HIV acquisition and ART initiation, with and without adjustment of the aforementioned baseline covariates in addition to intervention assignment (vaccine or placebo) and the interaction between intervention and male circumcision, when appropriate. In addition to the baseline risk behaviors, we explored the impact of risk behaviors within 6 months before HIV infection. Proportional hazard assumptions were assessed with the method described by Grambsch and Therneau.37
In the analysis of ART initiation, the time-to-event variable was defined as the time between HIV-1 diagnosis and initiation of ART. Subjects who did not initiate therapy were censored at their last contact as of March 2009. We used Kaplan-Meier curves to display the effect of HSV-2 univariately on the rate of ART initiation among all HIV seroconverters.
Analyses of pre-ART viral load focused on viral load “set point,” which was the numeric average of weeks 8 and 12 postinfection values. Missing observations were imputed based on previous viral load and CD4 measures, treatment assignment, HSV-2 status at baseline, and Ad5 seropositivity at baseline.38,39 Associations between viral load set point and HSV-2 status were assessed using linear regression models, where inference accounted for the uncertainty in the imputed viral load values. Covariates plausibly associated with viral load, or shown to be associated with acquisition in the Step Study, were included as covariates in the models for ART initiation and viral load.
Risk Factors for HSV-2 Infection
Baseline prevalence of HSV-2 antibodies among the 1836 volunteers was 30%. Most (418) HSV-2 infected individuals were both HSV-1 and HSV-2 seropositive, whereas 128 were HSV-2 positive only. In univariate analysis, HSV-2 prevalence was balanced between placebo and vaccine male recipients (31% and 29%, respectively). Regional variation was striking, with HSV-2 prevalence of 42% in Latin America and the Caribbean and 23% in North America and Australia. All the 19 baseline factors that were examined exhibited a significant association with HSV-2 seropositivity, except self-reported STD and GUD that were rare in the cohort (see Table, Supplemental Digital Content 1,http://links.lww.com/QAI/A159). In multivariate analysis, HSV-2 infection at baseline was significantly more common among volunteers who were older (>30 years), black, Hispanic, Mestizo, or multiracial (borderline significant); reported having more than 4 male partners; or reported unprotected insertive or receptive anal sex during the 6 months before vaccination (Table 1). Circumcision was associated with a borderline significant reduction (P = 0.07) in HSV-2 infection among MSM in the Step Study (adjusted odds ratio 0.7; 95% CI: 0.5 to 1.0); the association was stronger (P = 0.003; adjusted odds ratio 0.63; 95% CI: 0.47 to 0.85) when region was not included in the multivariate model due to the high correlation between circumcision status and region in the study population.
Effect of HSV-2 Infection on HIV Acquisition
Among the 88 men who acquired HIV before October 17, 2007, there were 33 HSV-2-seronegative vaccinees, 18 HSV-2-seronegative placebos, 19 HSV-seropositive vaccinees, and 17 HSV-2-seropositive placebos. For the cohort of 1836 male volunteers, the median follow-up time before infection was 384 (range: 0-939) days overall, 386 (0-920) days for HSV-2-seronegative vaccinees, 397 (0-915) days for HSV-2-seronegative placebos, 379 (0-939) days for HSV-2-seropositive vaccinees, and 369 (0-919) days for HSV-2-seropositive placebos.
Preexisting HSV-2 antibodies were associated with increased HIV-1 acquisition both among placebo recipients (log rank P = 0.019; Fig. 1A) and among all trial participants (P = 0.009; Fig. 1B). Among placebo recipients, in the univariate Cox model, the hazard ratio of HIV acquisition for HSV-2-seropositive compared with HSV-2-seronegative volunteers was 2.2 (95% CI: 1.1 to 4.2). In multivariate Cox models, no significant interactions were found between HSV-2 infection and preexisting Ad5 immunity or circumcision. Adjusting for demographic variables, circumcision status, Ad5 titer, and significant risk behaviors, the risk of HIV acquisition among placebo recipients with baseline HSV-2 infection was more than 3 times than observed among those without HSV-2 infection (adjusted hazard ratio 3.3; 95% CI: 1.6 to 6.9; Table 2). Recent risk behaviors (in the 6 months before infection or the last visit) did not change the association between HSV-2 and HIV acquisition and were not included in the final model.
When both placebo and vaccine recipients were considered in the univariate Cox model, HSV-2 infection had a similar impact on HIV acquisition (unadjusted hazard ratio 1.7; 95% CI: 1.1 to 2.7). No significant interactions between HSV-2 infection and Ad5 immunity, circumcision, or exposure to the vaccine were observed; however, consistent with previously reported findings,29 a significant interaction was detected between circumcision and receipt of vaccine (P = 0.013). After adjusting for all these variables, the circumcision-vaccine interaction, and risk behaviors selected from the stepwise model selection procedure, HSV-2 remained associated with an increased risk of HIV acquisition (adjusted hazard ratio 2.2; 95% CI: 1.4 to 3.5; Table 3). In addition, young age (younger than 30 years), location in North America or Australia, reporting unprotected insertive or receptive anal sex 6 months before vaccination (at baseline), speed use within 6 months before infection or last visit, and receiving vaccine if uncircumcised were independent predictors of HIV seroconversion. Among recent risk behaviors, only speed use in the 6 months before infection or the last visit was significantly associated with HIV acquisition. However, this risk behavior did not change the association between prevalent HSV-2 infection and HIV acquisition. In analyses of HIV acquisition among vaccinees compared with placebo recipients stratified by circumcision status and Ad5 seropositivity, adjustment for baseline HSV-2 infection did not alter the risk of HIV acquisition associated with the vaccine.
Effect of HSV-2 Infection on HIV Viral Load and Time to ART Initiation
Viral load set point was not significantly different between HSV-2-seropositive and HSV-2-seronegative HIV-1 seroconverters. Viral load measurements were missing at either week 8 or 12 for 47% of cases and were imputed. Of those missing values, 59% were due to missed visits, 17% due to ART initiation, and 24% due to study dropout. Using univariate linear regression models, mean set point viral load was 0.3 log10 copies per milliliter higher among HSV-2 seropositives than seronegatives (95% CI: 0.1 lower to 0.7 higher; see Figure, Supplemental Digital Content 2, http://links.lww.com/QAI/A160). Adjusting for study arm, region, circumcision status, age, race/ethnicity, Ad5 immunity, and HLA group reduced the effect (0.2 log10 copies/mL higher mean set point in HSV-2 seropositives; 95% CI: 0.3 lower to 0.6 higher). No significant interaction was identified between HSV-2 serostatus and vaccine exposure (P = 0.17). No difference in viral load trajectory was observed by HSV-2 serostatus in the placebo or vaccine groups (data not shown).
Of the 87 men studied in the postinfection analyses, 28 initiated ART (11 of 33 HSV-2-negative vaccinees, 6 of 18 HSV-2-negative placebos, 5 of 19 HSV-2-positive vaccinees, and 6 of 16 HSV-2-positive placebos). The median number of days between HIV diagnosis and ART initiation or censoring was 249 (range: 27-770) for HSV-2-negative vaccinees; 315 (36-550) for HSV-2-negative placebos; 61 (52-228) for HSV-2-positive vaccinees; 289 (89-422) for HSV-2-positive placebos. Of the 28 men who initiated ART, 24 were in the United States, 3 in Canada, and 1 in Peru.
Preexisting HSV-2 infection did not significantly alter time to ART initiation among HIV-1-infected participants by Kaplan-Meier analysis in either arm of the trial (Fig. 2). Similarly, using a Cox regression model, among all trial participants, HSV-2-infected volunteers were not significantly more likely than those who were HSV-2 uninfected to initiate ART (hazard ratio adjusted for Ad5 immunity, region, circumcision status, age, race, HLA group, and treatment assignment 1.3; 95% CI: 0.5 to 3.2). There was no significant interaction between HSV-2 status and vaccine exposure (P = 0.47).
We found that preexisting HSV-2 infection was a frequent and important risk factor for HIV acquisition among MSM participating in a randomized controlled trial of the MRKAd5 HIV-1 vaccine from 34 sites in the Americas and Australia, but did not significantly increase HIV viral load or early HIV disease progression (as measured by ART initiation) among seroconverters. Furthermore, HSV-2 infection did not alter the effect of the vaccine candidate on HIV acquisition, viral load, or progression. These data suggest that future HIV vaccine trials or other HIV prevention trials associated with HIV prevention should take prior HSV-2 infection into account in study design and analysis.
Our findings support and extend data from prior studies of the epidemiology of HSV-2 among MSM. The 30% overall prevalence of HSV-2 infection in this cohort of high-risk MSM reflects substantial regional heterogeneity, with HSV-2 prevalence in Latin America and the Caribbean being almost twice that in North America and Australia. These findings are consistent with previously documented HSV-2 prevalences among HIV-negative MSM in the United States and Peru.4,40 Older age, non-white race/ethnicity, and risky sexual behavior are also well-recognized HSV-2 risk factors in previous studies among MSM in the Americas.4,41
This is the first study to our knowledge showing that circumcision is associated with a decreased risk of HSV-2 infection in a cross-sectional cohort of MSM. The 30% reduction in HSV-2 seropositivity among circumcised MSM is consistent with a meta-analysis and recent results from randomized controlled trials among heterosexual men, which indicate that circumcision may reduce HSV-2 incidence by up to a third.16,42,43 Among MSM, a recent meta-analysis of observational circumcision studies showed no reduction in non-HIV STIs as a combined study outcome, and the 3 studies that specifically addressed HSV-2 infection also demonstrated no protective effect.44-47 However, of these previous studies, one study used history of GUD as the indicator for herpes infection45 and the other 2 studies that used HSV-2 serology involved small numbers of circumcised men (82 of 1306 or 6%)46 and did not adjust for potential confounders47 such as ethnicity, which may have reduced their power to demonstrate an effect.48 The effect of circumcision on HSV-2 acquisition among MSM is complex, and further research is needed to verify our findings and estimate the level of protection conferred to insertive and receptive partners.
Preexisting HSV-2 infection was one of the strongest risk factors for HIV acquisition both alone and after accounting for other risk factors among placebo and vaccine recipients in the Step Study. This effect persisted after adjusting for baseline and recent risk behaviors. The 2- to 3-fold increase in HIV risk in this MSM cohort confirms previous observations with prevalent HSV-2 infection in MSM and heterosexuals.4,11,15,41,49 HSV-2 infection may increase HIV acquisition by genital mucosal disruption that creates a portal of entry for HIV, persistent HIV target cell recruitment, and/or activation and cytokine release that stimulates HIV replication.8,50,51 Although the other factors associated with HIV seroconversion in this cohort, young age and unprotected anal sex, are well-established determinants of HIV risk, the 4-fold higher risk among MSM in North America and Australia was striking, particularly in light of the lower HSV-2 prevalence and higher male circumcision prevalence among Step volunteers in these regions compared with those in Latin America and the Caribbean. This increased risk seems to reflect differences in risk behaviors and HIV prevalence in the partner pool.
The impact of preexisting HSV-2 infection on HIV viral load, disease progression, and transmission remains to be elucidated and could have profound implications for patient management and epidemic control. Meta-analyses suggest both a significantly higher HIV viral load among HIV-1/HSV-2 coinfected individuals than among those without HSV-2 infection52 and a significant survival benefit among HIV-infected patients treated with acyclovir.53 Because the HSV-2 effects on HIV may be mediated by upregulation of HIV due to viral transactivation and/or increases in proinflammatory cytokines, we hypothesized that HSV-2 infection might alter the effect of the MRKAd5 cell-mediated vaccine on viral dynamics and HIV disease progression. Although not statistically significant, the mean increase in HIV viral load among HSV-2-seropositive compared with HSV-2-seronegative volunteers in this trial (0.18 log10 copies/mL) echoes the viral load meta-analysis results (0.23 log10; 95% CI: 0.01 to 0.34).52 Although we found no difference in viral load or time to ART initiation associated with HSV-2 seropositivity among vaccine or placebo recipients, this may be an effect that increases over time with chronic immune activation.
With its rigorous assessment of cofactors for HIV acquisition, including baseline and recent risk behavior, type-specific HSV testing, and ongoing longitudinal follow-up of large numbers of volunteers from 34 international sites, the Step Study has not only offered new insights into HIV immunity and cell-mediated vaccines but also expanded our understanding of the epidemiology of HSV-2 infection and its potential role in HIV acquisition and disease progression among MSM. The dynamic nature of HSV-2 and the synergistic role it plays in HIV-1 acquisition and disease make it an ongoing compelling focus in HIV prevention research.
The authors are grateful to the Step Study site volunteers and staff whose valuable and heartfelt participation in the MRKAd5 vaccine trial made this study possible. R. V. Barnabas is grateful for funding from the National Center for Research Resources/National Institutes of Health (5 KL2 RR025015) and the Qatar National Research Fund (NPRP 08-068-3-024). We thank the outstanding statistical support staff at The Statistical Center for HIV/AIDS Research & Prevention (SCHARP) particularly Maggie Wang, Alicia Sato, Janne Abullarade, and Liza Noonan. For assistance with article preparation, we are grateful to Rachel Tompa and Aleta Elliott.
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