Epidemiology and Social
Pubertal onset in children with perinatal HIV infection in the era of combination antiretroviral treatment
Williams, Paige L.a,b; Abzug, Mark J.c; Jacobson, Denise L.a; Wang, Jiajiaa; Van Dyke, Russell B.d; Hazra, Rohane; Patel, Kunjala,f; Dimeglio, Linda A.g; Mcfarland, Elizabeth J.h; Silio, Margaritad; Borkowsky, Williami; Seage, George R.a,f; Oleske, James M.j; Geffner, Mitchell E.k
aCenter for Biostatistics in AIDS Research
bDepartment of Biostatistics, Harvard School of Public Health, Boston, Massachusetts
cDepartment of Pediatrics (Infectious Diseases), University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, Colorado
dTulane University School of Medicine, New Orleans, Louisiana
eEunice Kennedy Shriver National Institute of Child Health & Human Development, Bethesda, Maryland
fDepartment of Epidemiology, Harvard School of Public Health, Boston, Massachusetts
gSection of Pediatric Endocrinology, Indiana University School of Medicine, Indianapolis, Indiana
hDepartment of Pediatrics, University of Colorado School of Medicine, Denver, Colorado
iNew York University School of Medicine, New York
jDepartment of Pediatrics, New Jersey Medical School, Newark, New Jersey
kSaban Research Institute, Children's Hospital Los Angeles, Los Angeles, California, USA.
Correspondence to Dr Paige Williams, Center for Biostatistics in AIDS Research, Harvard School of Public Health, 655 Huntington Ave, FXB-607, Boston, MA 02115-6017, USA. Tel: +1 617 432 3872; fax: +1 617 432 2832; e-mail: email@example.com
Received 7 January, 2013
Revised 21 February, 2013
Accepted 10 March, 2013
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 Website ( http://www.AIDSonline.com).
To evaluate associations of perinatal HIV infection, HIV disease severity, and combination antiretroviral treatment with age at pubertal onset.
Analysis of data from two US longitudinal cohort studies (IMPAACT 219C and PHACS AMP), conducted during 2000–2012, including perinatally HIV-infected (PHIV) and HIV-exposed but uninfected (HEU) youth. Tanner stage assessments of pubertal status (breast and pubic hair in girls; genitalia and pubic hair in boys) were conducted annually.
We compared the timing of pubertal onset (Tanner stage ≥2) between PHIV and HEU youth using interval-censored models. For PHIV youth, we evaluated associations of HIV disease severity and combination antiretroviral treatment with age at pubertal onset, adjusting for race/ethnicity and birth cohort.
The mean age at pubertal onset was significantly later for the 2086 PHIV youth compared to the 453 HEU children (10.3 vs. 9.6, 10.5 vs. 10.0, 11.3 vs. 10.4, and 11.5 vs. 10.7 years according to female breast, female pubic hair, male genitalia, and male pubic hair staging, respectively, all P < 0.001). PHIV youth with HIV-1 RNA viral load above 10 000 copies/ml (vs. ≤10 000 copies/ml) or CD4% below 15% (vs. ≥15%) had significantly later pubertal onset (by 4–13 months). Each additional year of combination antiretroviral treatment was associated with a 0.6–1.2-month earlier mean age at pubertal onset, but this trend did not persist after adjustment for birth cohort.
Pubertal onset occurs significantly later in PHIV than in HEU youth, especially among those with more severe HIV disease. However, in the current era, combination antiretroviral treatment may result in more normal timing of pubertal onset.
Puberty is a complex biological process involving physical and hormonal changes in which the body transitions to sexual maturity. Epidemiological studies have established a trend over the past two decades toward earlier pubertal onset, particularly in girls [1–5]. These changes have occurred against a backdrop of increasing prevalence of childhood obesity in parallel with changing dietary patterns and declining physical activity . In addition, environmental exposures may play a role in trends of earlier pubertal onset [1,7].
Perinatally HIV-infected (PHIV) youth have historically demonstrated decreased growth [8,9] and delays in pubertal onset, particularly among those with more advanced HIV disease [10–16]. Metabolic and endocrine abnormalities in PHIV youth may also play a role in deficient growth and delayed pubertal onset [17–24]. Combination antiretroviral treatment (cART) has been associated with improvement in growth [25–28] which could reduce the risk for pubertal delay. However, few studies have addressed the effect of combination treatment on pubertal onset. Buchacz et al. observed significantly earlier pubertal onset among boys with prior protease inhibitor use, but no clear association with protease inhibitor use among girls . This study was conducted prior to 2000, at a time when mono-agent or dual-agent therapy as a standard of care was transitioning to more effective combination regimens, including the use of protease inhibitors. Two recent studies observed later pubertal onset among HIV-infected youth with lower CD4+ cells, but neither addressed the association with antiretroviral regimens [16,29].
We used data collected from two US-based longitudinal cohort studies, the International Maternal Pediatric and Adolescent Clinical Trials (IMPAACT) 219/219C study (219C) and the Adolescent Master Protocol (AMP) study of the Pediatric HIV/AIDS Cohort Study (PHACS) network, to compare the timing of pubertal onset among PHIV children to that of perinatally HIV-exposed but uninfected (HEU) children. In addition, we evaluated the association of HIV disease severity and antiretroviral treatment with pubertal onset in children with perinatal HIV infection.
Description of protocols and study population
This investigation included children born to HIV-infected women who had pubertal staging assessed at age 7 years or older in the 219C or AMP studies. The 219C study was a large prospective study conducted at over 80 US clinical research sites between 1993 and 2007 to evaluate the long-term effects of HIV infection and in-utero antiretroviral exposure [30,31]. AMP is a smaller ongoing prospective cohort study which opened in March 2007 . Individuals were eligible for AMP (whether in 219C or not) if they were PHIV or HIV-exposed, and 7 to below 17 years old. Both studies were approved by the site Institutional Review Boards and written informed consent was obtained from each parent or legal guardian, with assent from children as appropriate.
At each study visit, we obtained medical histories through chart reviews and ascertained health status through physical and laboratory evaluations. HIV disease severity information for HIV-infected youth was collected at scheduled visits (every 3 months for 219C, every 6–12 months for AMP). Race and ethnicity were self-reported at study entry and categorized as white non-Hispanic, black non-Hispanic, Hispanic, or ‘other’. We excluded participants of PACTG 219 who did not participate in 219C and youth who were judged to be at later stages of pubertal maturity (Tanner stage 3–5) at their first study visit.
Pubertal staging measures
Study clinicians trained to evaluate child growth and development assessed pubertal staging annually in 219C and at each study visit in AMP (initially every 6 months and then annually after August 2010) by visual inspection according to criteria of Tanner and Whitehouse , ranging from 1 (prepubertal) to 5 (sexually mature). Pubertal onset was defined for each Tanner measure as attaining stage 2 or higher, with separate indicators for breast development and pubic hair in girls, and for genitalia and pubic hair in boys.
The date of the first pubertal staging assessment at the age of at least 7 years was considered to define the start of longitudinal follow-up for pubertal onset. The last available measures of height and BMI (kg/m2) prior to or on this index date were obtained, and Centers for Disease Control and Prevention (CDC) 2000 growth standards were used to calculate age and sex-adjusted Z-scores [34–38]. For HIV-infected youth, latest measures of CD4 T-lymphocyte percentage (CD4%), CD4 cell count, HIV-1 RNA viral load, and CDC clinical classification were identified prior to or at the index date. Nadir CD4% and peak viral load were based on the lowest CD4% and highest viral load measure, respectively, prior to or at the first pubertal assessment. For those with at least two viral load measures before their first pubertal assessment, a cumulative measure of copy-years viremia was calculated as described by Cole et al.. cART was defined as concurrent use of at least three drugs from at least two drug classes, and cumulative antiretroviral history was reflected by years of receipt of combination treatment, protease inhibitors, and non-nucleoside reverse transcriptase inhibitors (NNRTIs) prior to the index date. We summarized characteristics of the participants by HIV infection status. The percentage of children with delayed pubertal onset, defined as not attaining Tanner stage 2 by age 12 in girls (by both breast and pubic hair staging) or by age 13 in boys (by both genitalia and pubic hair staging) was assessed by birth cohort and HIV infection status.
Interval-censored approaches under an assumed normal distribution were used to estimate the mean age at pubertal onset separately for each Tanner measure, by HIV infection status, race/ethnicity, and birth cohort (pre-1990, 1990–1992, 1993–1996, 1997 or later). The interval-censoring approach accounts for whether pubertal onset occurred prior to the first pubertal assessment (left-censored), between study visits (interval-censored), or had not occurred by the last study visit (right-censored); this is the most appropriate statistical approach for evaluating pubertal onset based on longitudinal data . The mean age at pubertal onset was compared between HIV-infected and HEU youth in unadjusted models and with adjustment for race/ethnicity and birth cohort. Further adjustment for BMI and height Z-scores was performed, but since these measures may be on the causal pathway between HIV infection and pubertal onset, results of these sensitivity analyses are presented only in online supplemental tables. Caregiver education level was considered but not found to be associated with timing of pubertal onset. We also qualitatively compared the estimated mean ages at pubertal onset with the general US population as reflected by the National Health and Nutrition Examination Survey (NHANES) III (1988–1994) [4,5,40].
For PHIV youth, interval-censored models were fit to evaluate each HIV disease severity measure and antiretroviral treatment characteristic separately, in unadjusted models and after adjustment for race/ethnicity and birth cohort. Antiretroviral regimens were classified as combination treatment with protease inhibitor, combination treatment without protease inhibitor, or not on combination treatment (not on antiretroviral drugs, or on other regimen). Sensitivity analyses were conducted to examine effects of further adjustment for potential intermediates between cART and pubertal onset, including BMI and height Z-scores and CD4% less than 15%. Duration of prior use of combination treatment and specific drug classes (protease inhibitors and NNRTIs) were considered as continuous predictors after evaluation of linearity assumptions. A sensitivity analysis was also conducted to examine consistency of results when restricting the study population to only prepubertal youth.
Characteristics of the study population
We evaluated 3006 children from 219C or AMP who were born to HIV-infected women and who had pubertal staging at age 7 years or older. We excluded 467 youth who had pubertal onset prior to study entry and were at Tanner stage 3 or higher at their first visit, leaving 2539 in analyses of pubertal onset (1253 girls and 1286 boys). Demographic characteristics are shown in Table 1 by HIV infection status; 56% were Black non-Hispanic and 29% were Hispanic.
The 2086 PHIV youth more often were born in earlier years than the 453 HEU children and had lower mean Z-scores for both BMI and height at the time of their first pubertal assessment. Among HIV-infected youth, 12% had CD4% below 15%, and 27% had viral load above 10 000 copies/ml proximate to the first pubertal assessment (Table 1). Males more often had low CD4% and high viral load than females (Supplemental Digital Content 1, http://links.lww.com/QAD/A339). At the time of the first pubertal assessment, 64% were on combination antiretroviral therapy (55% including a protease inhibitor and 9% without a protease inhibitor); the median duration of prior combination treatment among those with any prior use was 3.24 years. Of the 752 children not on combination treatment, 82% received mono-agent or dual-agent therapy, 6% were on three or more NRTIs, and 12% were not on any antiretroviral treatment.
Age at pubertal onset by HIV status, race/ethnicity, and birth cohort
HIV-exposed but uninfected girls had pubertal onset at mean ages of 9.6 and 10.0 years according to breast and pubic hair stages, respectively, whereas boys had onset at mean ages of 10.4 and 10.7 years based on genitalia and pubic hair, respectively (Table 2). Consistent with most studies in girls, thelarche (reflected by breast staging) occurred earlier on average than pubarche (reflected by pubic hair growth) [40–43]. Mean ages at pubertal onset by race/ethnicity were similar for HEU youth to those based on NHANES III data for girls [40–43], but were later than NHANES III among both Black non-Hispanic (10.0 vs. 9.2–9.5 years) and white non-Hispanic boys (11.6 vs. 10.0 years) [3–5,40].
Compared to the HEU youth, PHIV children had significantly later estimated mean ages at onset, representing delays of about 6–11 months (Table 2). The mean age at pubertal onset for PHIV as compared to HEU was 10.3 vs. 9.6 years, 10.5 vs. 10.0 years, 11.3 vs. 10.4 years, and 11.5 vs. 10.7 years according to female breast, female pubic hair, male genitalia, and male pubic hair staging, respectively (all P < 0.001). Estimated mean ages by race/ethnicity indicated significantly earlier pubertal onset for black non-Hispanic youth (by 9–12 months) and for Hispanics (by 3–4 months) than for white non-Hispanic youth, consistent with previous studies [3–5,40–43]. Striking trends for earlier pubertal onset with more recent birth year were observed in both PHIV and HEU youth; however, the mean ages at onset were typically later for PHIV than HEU within each birth cohort (Fig. 1). In interval-censored models, this shift was attenuated after adjustment for race/ethnicity and birth cohort, with 4–6 months later onset for PHIV youth on average (Table 3) according to breast, genitalia, and male pubic hair staging measures. Higher Z-scores for prepubertal height and BMI were associated with significantly earlier pubertal onset, but further adjustment for these measures had little effect on differences by HIV infection status. In sensitivity analyses excluding youth at Tanner stage 2 at their first pubertal assessment (10% HEU, 11% PHIV), estimated mean ages at onset were slightly later (∼2 months), but differences by HIV infection status were similar to those reported in Table 3.
The percentage of PHIV youth with delay in pubertal onset was 4.1% overall, but showed substantial decreases over time (11.2, 3.1, 1.7, and 0.4% for those born before 1990, 1990–1992, 1993–1996, and 1997 or later, respectively; trend test P-value <0.001). In contrast, delay in pubertal onset was rare among HEU youth (2/453, 0.4%).
Association of HIV disease severity with age at pubertal onset
Mean ages at pubertal onset were significantly later for youth with more advanced HIV disease status at the first pubertal assessment (Table 3). For both girls and boys, there was a significant association of low CD4 (as reflected by CD4% <15% and CD4 cell count <200 cells/μl) and high viral load (>10 000 copies/ml) with later pubertal onset, both with and without adjustment for race/ethnicity and birth cohort, with the exception of female pubic hair (Table 3). Associations remained significant for most Tanner measures after further adjustment for BMI and height Z-scores (Supplemental Digital Content 2, http://links.lww.com/QAD/A340). Measures of past HIV disease severity showed stronger associations with timing of pubertal onset in boys than in girls. Boys with CDC class C (prior AIDS-defining condition), low nadir CD4%, or higher peak viral load had significantly later pubertal onset than those with milder classifications. Cumulative viral burden reflected by copy-years viremia was associated with significantly later age at pubertal onset in boys after adjustment for race/ethnicity and birth cohort, but not in girls. No association with peak viral load or CDC class was observed among girls.
Association of combination treatment and antiretroviral drug classes with age at pubertal onset
In unadjusted models, youth on combination treatment with a protease inhibitor at the first pubertal assessment had a significantly earlier mean age at pubertal onset (by 2.7–3.7 months) than did youth not on combination treatment, with the exception of male genitalia (Table 3). In contrast, there was no significant difference in age at onset for those on combination regimens without protease inhibitors as compared to those youth unexposed to combination regimens for any Tanner measure. Associations for combination treatment with protease inhibitor were nonsignificant in females and reversed direction in males when further adjusted for birth cohort. Examination of differences by birth cohort revealed that mean ages at pubertal onset were earlier for those exposed to combination treatment among those born since 1997 for all measures except male genitalia, but later for those exposed to combination treatment among those born prior to 1990 for all four staging measures (Fig. 2); however, statistical tests for interaction were not significant.
Duration of prior combination treatment, overall or with a protease inhibitor, at the time of the first pubertal assessment also showed significant associations with earlier age at pubertal onset based on all four staging measures in unadjusted analyses (Table 3). Mean ages at onset ranged from 0.6 to 1.2 months earlier for each additional year on combination treatment, depending on staging measure. However, after adjustment for race/ethnicity and birth cohort, there was no association of duration of combination treatment (overall or with protease inhibitor) in girls, and the direction of effect reversed for boys. Similar associations were observed for prior years of use of protease inhibitors and NNRTIs (Table 3). Further adjustment for BMI and height Z-scores and for HIV-disease status as reflected by CD4% below 15% had little effect on estimated mean ages of pubertal onset (Supplemental Digital Content 2, http://links.lww.com/QAD/A340).
We confirmed a significant delay in the mean age at pubertal onset for perinatally HIV-exposed children compared to uninfected but PHIV youth, ranging from a 6 to 8-month later mean age at onset in girls and a 10 to 11-month later onset in boys. The later average age at onset corresponded to an increased prevalence of delayed onset for PHIV vs. HEU youth, but clinical delay among youth born after 1997 was rare regardless of HIV status. The PHIV youth in our cohort were more often born in earlier years than the HEU youth, which is notable given the secular trends in timing of pubertal onset [1–5]; however, the later pubertal onset for PHIV youth persisted even after adjustment for race/ethnicity and birth cohort for all measures except pubic hair in girls. PHIV girls and boys with more advanced HIV disease were at greatest risk of delay in pubertal onset, and these associations persisted for most staging measures after adjustment for birth cohort. Boys had stronger associations with past measures of disease severity than did girls, which could be attributable to either poorer initial immunological status or increased sensitivity of hormonal pathways in boys.
Whereas both prior cART with protease inhibitors and longer duration of combination treatment appeared to be protective in restoring earlier timing of pubertal onset, these associations did not persist after adjustment for birth cohort. Descriptively, the mean age at pubertal onset was earlier for those on a combination regimen compared to those not on combination regimens born in 1997 or later, whereas the reverse was generally true for those born earlier. We did not observe a significant benefit of combination regimens in models adjusting for birth cohort, possibly due to confounding by indication resulting from only the sickest HIV-infected children receiving combination treatment in the earlier birth cohorts (33% of those in the pre1990 cohort), whereas combination treatment was widespread among HIV-infected youth in the later birth cohorts (88% among those born 1997 or later). Although there were no statistically significant interaction effects between combination treatment and birth cohort for any of the four staging measures, power for testing interaction may have been limited.
The mean ages at pubertal onset across the four staging measures and by race/ethnicity in our HEU youth from 219C and AMP were generally similar to other studies using NHANES III (1988–1994) data. Among PHIV youth, our estimated mean ages at onset are similar to those reported by Buchacz et al. of 10.7 years for girls and 11.8 years for boys (their study population was 52% black non-Hispanic, 33% Hispanic), but substantially earlier than mean ages at onset of 12.1–12.9 years among Caucasian HIV-infected children in an Italian study reported by De Martino et al..
The cause of delayed puberty in adolescents with HIV infection is not well understood. It has been ascribed to the general effects of chronic illness mediated through cytokine-induced inhibition of gonadotropin secretion [26,44,45]. It has also been suggested that HIV infection directly or indirectly affects production or secretion of hormones that regulate or control pubertal initiation and tempo (e.g. leptin produced in adipose tissue) . Delayed pubertal development in HIV-infected children has been attributed in part to reduced adrenal androgen secretion [11,23].
Implications of altered pubertal timing in the general population have received more attention for early maturation, which has been associated with increased incidence of antisocial behaviors and substance use. A general trend of earlier pubertal onset is thus not necessarily desirable, given the potential adverse social and clinical consequences of early puberty noted in the literature . However, whereas youth in many developed countries are attaining pubertal onset earlier than in previous decades, those with perinatally acquired HIV still tend to have later onset than US norms based on NHANES. Later maturation may also be associated with risk for psychosocial problems, including lower self-esteem and depression, and may have implications for reproductive health [15,46]. Thus, the implications of our study findings in perinatally infected youth focus at the other end of the spectrum, in the benefits of reducing the risk for delayed pubertal onset along with associated psychosocial and reproductive consequences. Finally, our study findings may have particular relevance for low-resource settings such as sub-Saharan Africa, where rates of vertical HIV transmission remain relatively high and thus the population of youth with perinatally acquired HIV remains large . Despite wider availability and earlier initiation of antiretroviral treatment in South Africa and other African countries over the past decade, it has been documented that the majority of children still have severe immunodeficiency before starting treatment, increasing the risk of delayed pubertal onset . Similar studies are warranted to evaluate the impact of early antiretroviral treatment initiation on pubertal onset and maturation in low-resource settings.
We recognize several limitations in our analysis. Our cohort of HEU youth was relatively small and included few white non-Hispanic youth and no uninfected youth born before 1990. Like all studies utilizing Tanner staging measures, there is potential for misclassification, particularly for breast staging, which may be confounded by increased body fat deposition [1,40]. Although orchidometers were not used in 219C, they were used in AMP and may provide better accuracy in future evaluations of pubertal progression and sexual maturation. We lacked information on birth weight or other early life exposures because our cohorts were not followed from birth. As an observational study, our analysis was subject to confounding by indication, particularly for evaluating the association of combination treatment with pubertal onset for the earlier birth cohorts; lack of information for most participants on viral load or CD4 prior to combination treatment initiation precluded our ability to evaluate and adjust for such confounding.
Despite these limitations, this is the largest study to date evaluating the timing of pubertal onset, with more than 2000 PHIV youth. We found that pubertal onset occurs significantly later in HIV-infected than in uninfected youth, with the greatest delays among those with more advanced HIV disease. Importantly, combination treatment may result in more normal timing of pubertal onset, as suggested for youth born since 1997 who were receiving protease inhibitor-containing combination regimens. Further evaluation of pubertal onset and sexual maturation in the current era of widespread treatment with combination treatment will be needed to fully understand the impact of antiretroviral treatment on sexual development of youth with HIV infection.
Contributions: P.L.W. and M.E.G. were the primary authors who conceived and designed the study. P.L.W. had full access to all the data in the study and takes responsibility for the integrity of the data and the accuracy of the data analysis. P.L.W. was responsible for conducting all statistical analyses, and led the writing of the manuscript. J.M.O., R.V.D., P.L.W., M.J.A., R.H., and G.R.S. provided leadership and oversight of the IMPAACT 219C study; R.V.D., G.R.S., P.L.W., R.H., D.L.J., K.P., and M.E.G. provided leadership and oversight of the PHACS AMP study. All authors provided input on the study design, interpretation of analyses, and revisions to manuscript. All authors state that they have no conflicts of interest related to this manuscript.
We thank the children and families for their participation in PHACS AMP and PACTG 219C, and the individuals and institutions involved in the conduct of these studies.
The following institutions, clinical site investigators and staff participated in conducting PHACS AMP in 2011 in alphabetical order: Baylor College of Medicine: William Shearer, Mary Paul, Norma Cooper, Lynette Harris; Bronx Lebanon Hospital Center: Murli Purswani, Mahboobullah Baig, Anna Cintron; Children's Diagnostic & Treatment Center: Ana Puga, Sandra Navarro, Doyle Patton, Deyana Leon; Children's Hospital, Boston: Sandra Burchett, Nancy Karthas, Betsy Kammerer; Ann & Robert H. Lurie Children's Hospital of Chicago: Ram Yogev, Margaret Ann Sanders, Kathleen Malee, Scott Hunter; Jacobi Medical Center: Andrew Wiznia, Marlene Burey, Molly Nozyce; St. Christopher's Hospital for Children: Janet Chen, Latreca Ivey, Maria Garcia Bulkley, Mitzie Grant; St. Jude Children's Research Hospital: Katherine Knapp, Kim Allison, Megan Wilkins; San Juan Hospital/Department of Pediatrics: Midnela Acevedo-Flores, Heida Rios, Vivian Olivera; Tulane University Health Sciences Center: Margarita Silio, Medea Jones, Patricia Sirois; University of California, San Diego: Stephen Spector, Kim Norris, Sharon Nichols; University of Colorado Denver Health Sciences Center: Elizabeth McFarland, Emily Barr, Robin McEvoy; University of Medicine and Dentistry of New Jersey: Arry Dieudonne, Linda Bettica, Susan Adubato; University of Miami: Gwendolyn Scott, Patricia Bryan, Elizabeth Willen.
The following institutions participated in PACTG 219/219C, in alphabetical order: Baystate Medical Center; Boston Medical Center; Bronx-Lebanon Hospital Center; Children's Diagnostic and Treatment Center of South Florida; Children's Hospital at Albany Medical Center; Children's Hospital Boston; Children's Hospital of Columbus, Ohio; Children's Hospital of the King's Daughters; Children's Hospital of Los Angeles; Children's Hospital of Michigan; Children's Hospital of Philadelphia; Children's Hospital & Research Center Oakland; Children's Hospital, Washington, DC; Children's Medical Center of Dallas; Children's Memorial Hospital University of Chicago; Columbia University Medical Center; Columbus Medical Center; Connecticut Children's Medical Center; Cook County Hospital; Cornell University; Duke University School of Medicine; Emory University Hospital; Harbor - UCLA Medical Center; Harlem Hospital Center; Howard University Hospital; Incarnation Children's Center; Jacobi Medical Center; Johns Hopkins University Hospital; LA County/University of Southern California Medical Center; Lincoln Medical & Mental Health Center; Long Beach Memorial Medical Center; Medical College of Georgia School of Medicine; Medical College of Virginia; Medical University of South Carolina; Metropolitan Hospital Center; Montefiore Medical Center - Albert Einstein College of Medicine; Mt. Sinai Hospital Medical Center; New York University Medical Center/Bellevue Hospital; North Shore University Hospital; Oregon Health Sciences University; Palm Beach County Health Department; Phoenix Children's Hospital; Ramon Ruiz Arnau University Hospital; Robert Wood Johnson University Hospital; Sacred Heart Children's Hospital/CMS of Florida; San Francisco General Hospital; San Juan City Hospital; Schneider Children's Hospital; Seattle Children's Hospital & Medical Center; St. Christopher's Hospital for Children; St. Josephs Hospital and Medical Center; St. Jude Children's Research Hospital; St. Luke's-Roosevelt Hospital Center; SUNY at Stony Brook School of Medicine; SUNY Downstate Medical Center; SUNY Upstate Medical University; Texas Children's Hospital (Baylor); Tulane University Health Sciences Center; University of Alabama at Birmingham School of Medicine; University of California Los Angeles Medical Center; University of California San Diego; University of California San Francisco Medical Center; University of Cincinnati; University of Colorado at Denver and Health Sciences; University of Florida College of Medicine; University of Florida Health Science Center Jacksonville; University of Illinois at Chicago; University of Maryland Medical Center; University of Massachusetts Memorial Children's Medical School; University of Medicine and Dentistry of New Jersey; University of Miami Miller School of Medicine; University of Mississippi Medical Center; University of North Carolina at Chapel Hill School of Medicine; University of Puerto Rico; University of Rochester Medical Center; University of South Alabama College of Medicine; University of South Florida; Vanderbilt University Medical Center; Washington University, St. Louis Children's Hospital; Yale University School of Medicine.
Conflicts of interest
Funding: Support for the International Maternal Pediatric Adolescent AIDS Clinical Trials Group (IMPAACT) was provided by the National Institute of Allergy and Infectious Diseases (U01 AI068632) and the Eunice Kennedy Shriver National Institute of Child Health and Human Development (contract N01-3-3345 and HHSN267200800001C). This work was also supported by the Statistical and Data Analysis Center at Harvard School of Public Health, under the National Institute of Allergy and Infectious Diseases cooperative agreement #5 U01 AI41110 with the Pediatric AIDS Clinical Trials Group (PACTG) and #1 U01 AI068616 with the IMPAACT Group. The Pediatric HIV/AIDS Cohort Study (PHACS) was supported by the Eunice Kennedy Shriver National Institute of Child Health and Human Development with co-funding from the National Institute of Allergy and Infectious Diseases, the National Institute on Drug Abuse, the National Institute of Mental Health, the National Institute of Deafness and Other Communication Disorders, the National Heart Lung and Blood Institute, the National Institute of Neurological Disorders and Stroke, and the National Institute on Alcohol Abuse and Alcoholism, through cooperative agreements with the Harvard University School of Public Health (U01 HD052102-04) and the Tulane University School of Medicine (U01 HD052104-01). Data management services were provided by Frontier Science and Technology Research Foundation, and regulatory services and logistical support were provided by Westat, Inc. NIH representatives were part of the study team and therefore the sponsor was involved in study design, coordination, data collection, data analysis, data interpretation, and writing of the report. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.
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antiretroviral treatment; BMI; CD4; interval-censored; pediatrics; protease inhibitors; puberty; statistics; Tanner stage; viral load
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