Browsing by Author "Shepherd, Bryan E."
Now showing 1 - 7 of 7
Results Per Page
Sort Options
Item Contraceptive implant use duration is not associated with breakthrough pregnancy among women living with HIV and using efavirenz: a retrospective, longitudinal analysis(Wiley, 2022) Stalter, Randy M.; Amorim, Gustavo; Mocello, A. Rain; Jakait, Beatrice; Shepherd, Bryan E.; Musick, Beverly; Bernard, Caitlin; Bukusi, Elizabeth A.; Wools-Kaloustian, Kara; Cohen, Craig R.; Yiannoutsos, Constantin T.; Patel, Rena C.; Implant/Efavirenz Study Group; East Africa IeDEA regional consortium; Biostatistics, School of Public HealthIntroduction: Contraceptive implants containing etonogestrel and levonorgestrel have emerged as popular contraceptive options among women in areas of high HIV burden in sub-Saharan Africa. However, recent pharmacokinetic data have shown drug-drug interactions between implants and efavirenz-containing antiretroviral therapy (ART), reducing the effectiveness of the implants. Here, we evaluated pregnancy incidence in 6-month intervals following implant initiation among women using efavirenz and contraceptive implants to assess whether the risk of breakthrough pregnancy is higher after specific periods of implant use. Methods: We used data from a retrospective longitudinal analysis of women living with HIV ages 18-45 years in western Kenya who attended HIV-care facilities between 2011 and 2015. We used Cox proportional hazard models to compute hazard ratios (HRs) for breakthrough pregnancy by implant type and ART regimen. Depending on the model, we adjusted for socio-demographic and clinical factors, programme, site and interaction between calendar time and ART regimen. We utilized inverse probability weights (IPWs) to account for three sampling phases (electronic medical record [EMR], chart review and phone interview) and calculated overall parameter estimates. Results: Women contributed 14,768 woman-years from the largest sampling phase (EMR). The median age was 31 years. Women used etonogestrel implants for 26-69% of the time and levonorgestrel implants for 7-31% of the time, depending on the sampling phase. Women used efavirenz, nevirapine or no ART for 27-33%, 40-46% and 15-26% of follow-ups, respectively. When combining sampling phases, there was little evidence to suggest that the relative hazard of pregnancy among efavirenz-containing ART users relative to nevirapine-containing ART changed with length of time on implants: IPW-adjusted HR of 3.1 (CI: [1.5; 6.4]) at 12 months, 3.4 (CI: [1.8; 6.3]) at 24 months, 3.8 (CI: [1.9; 7.7]) at 36 months and 4.2 (CI: [1.6; 11.1]) at 48 months (interaction p-value = 0.88). Similarly, no significant change in HRs over time was found when comparing women not using ART to nevirapine-containing ART users (interaction p-value = 0.49). Conclusions: We did not find evidence to suggest implants being more fallible from drug-drug interactions with efavirenz at later time intervals of implant use. Thus, we would not recommend shortening the duration of implant use or replacing implants sooner when concomitantly used with efavirenz.Item High Rates of Viral Suppression and Care Retention among Youth Born Outside of the United States with Perinatally Acquired HIV(Wolters Kluwer, 2022-12) Desai, Neerav; Jenkins, Cathy A.; Zanoni, Brian; Nmoh, Ashley; Patel, Nehali; Shepherd, Bryan E.; Hussen, Sophia; Doraivelu, Kamini; Pierce, Leslie; Carlucci, James G.; Ahonkhai, Aima A.; Pediatrics, School of MedicineBackground: Youth born outside of the US with perinatally acquired HIV infection (YBoUS-PHIV) account for most children living with HIV in the US, but there are few data characterizing their care outcomes. Methods: We conducted a retrospective study of YBoUS-PHIV receiving care across 3 HIV clinics in the Southeastern US between October 2018 and 2019. Primary outcomes were retention in care and viral suppression defined as (1) proportion of suppressed viral loads (VLs) and (2) having all VLs suppressed (definition 1 presented in the abstract). Primary predictors were age, adoption and disclosure status (full, partial and none/unknown). Multivariable logistic regression and χ 2 tests were used to test for associations with care outcomes. Analysis of disclosure status was restricted to youth greater than or equal to 12 years. Results: The cohort included 111 YBoUS-PHIV. Median age was 14 years (interquartile range, 12-18), 59% were female, and 79% were international adoptees. Overall, 84% of patients were retained in care, and 88% were virally suppressed at each VL measurement. Adopted youth were more likely to be virally suppressed than nonadopted youth [odds ratio (OR), 7.08; P < 0.01] although the association was not statistically significant in adjusted analysis (adjusted OR, 4.26; P = 0.07). Neither age nor adoption status was significantly associated with retention. Among 89 patients greater than or equal to 12 years, 74% were fully disclosed of their HIV status, 12% were partially disclosed, and 13% had not started the disclosure process. There was no significant difference in retention or viral suppression by disclosure status. Conclusions: YBoUS-PHIV achieved high rates of retention and viral suppression. Adopted youth may be more likely to achieve viral suppression which may reflect the need for tailored interventions for nonadopted youth.Item Lessons learned from over a decade of data audits in international observational HIV cohorts in Latin America and East Africa(Cambridge University Press, 2023-11-03) Lotspeich, Sarah C.; Shepherd, Bryan E.; Kariuk, Marion Achieng; Wools-Kaloustian, Kara; McGowan, Catherine C.; Musick, Beverly; Semeere, Aggrey; Crabtree Ramírez, Brenda E.; Mkwashapi, Denna M.; Cesar, Carina; Ssemakadde, Matthew; Machado, Daisy Maria; Ngeresa, Antony; Ferreira, Flávia Faleiro; Lwali, Jerome; Marcelin, Adias; Wagner Cardoso, Sandra; Luque, Marco Tulio; Otero, Larissa; Cortés, Claudia P.; Duda, Stephany N.; Medicine, School of MedicineIntroduction: Routine patient care data are increasingly used for biomedical research, but such "secondary use" data have known limitations, including their quality. When leveraging routine care data for observational research, developing audit protocols that can maximize informational return and minimize costs is paramount. Methods: For more than a decade, the Latin America and East Africa regions of the International epidemiology Databases to Evaluate AIDS (IeDEA) consortium have been auditing the observational data drawn from participating human immunodeficiency virus clinics. Since our earliest audits, where external auditors used paper forms to record audit findings from paper medical records, we have streamlined our protocols to obtain more efficient and informative audits that keep up with advancing technology while reducing travel obligations and associated costs. Results: We present five key lessons learned from conducting data audits of secondary-use data from resource-limited settings for more than 10 years and share eight recommendations for other consortia looking to implement data quality initiatives. Conclusion: After completing multiple audit cycles in both the Latin America and East Africa regions of the IeDEA consortium, we have established a rich reference for data quality in our cohorts, as well as large, audited analytical datasets that can be used to answer important clinical questions with confidence. By sharing our audit processes and how they have been adapted over time, we hope that others can develop protocols informed by our lessons learned from more than a decade of experience in these large, diverse cohorts.Item Outcomes After Second-Line Antiretroviral Therapy in Children Living with HIV in Latin America(Wolters Kluwer, 2021) Somerville, Kayla; Jenkins, Cathy A.; Carlucci, James G.; Person, Anna K.; Machado, Daisy Maria; Luque, Marco T.; Pinto, Jorge A.; Rouzier, Vanessa; Khalili Friedman, Ruth; McGowan, Catherine C.; Shepherd, Bryan E.; Rebeiro, Peter F.; Pediatrics, School of MedicineBackground: Little is known about the long-term outcomes of children living with HIV in Latin America. Few studies have examined antiretroviral therapy (ART) regimen switches in the years after the introduction of ART in this population. This study aimed to assess clinical outcomes among children who started second-line ART in the Caribbean, Central and South America network for HIV epidemiology. Methods: Children (<18 years old) with HIV who switched to second-line ART at sites within Caribbean, Central and South America network for HIV epidemiology were included. The cumulative incidence and relative hazards of virologic failure while on second-line ART, loss to follow-up, additional major ART regimen changes, and all-cause mortality were evaluated using competing risks methods and Cox models. Results: A total of 672 children starting second-line ART were included. Three years after starting second-line ART, the cumulative incidence of death was 0.10 [95% confidence interval (CI) 0.08 to 0.13], loss to follow-up was 0.14 (95% CI: 0.11 to 0.17), and major regimen change was 0.19 (95% CI: 0.15 to 0.22). Of those changing regimens, 35% were due to failure and 11% due to toxicities/side effects. Among the 312 children with viral load data, the cumulative incidence of virologic failure at 3 years was 0.62 (95% CI: 0.56 to 0.68); time to virologic failure and regimen change were uncorrelated (rank correlation -0.001; 95% CI -0.18 to 0.17). Conclusions: Poor outcomes after starting second-line ART in Latin America were common. The high incidence of virologic failure and its poor correlation with changing regimens was particularly worrisome. Additional efforts are needed to ensure children receive optimal ART regimens.Item Poor retention and care-related sex disparities among youth living with HIV in rural Mozambique(Public Library of Science, 2021-05-21) Ahonkhai, Aima A.; Aliyu, Muktar H.; Audet, Carolyn M.; Bravo, Magdalena; Simmons, Melynda; Claquin, Gael; Memiah, Peter; Fernando, Anibal N.; Carlucci, James G.; Shepherd, Bryan E.; Van Rompaey, Sara; Yu, Zhihong; Gong, Wu; Vermund, Sten H.; Wester, C. William; Pediatrics, School of MedicineBackground: There are few studies that characterize sex-related differences in HIV outcomes among adolescents and young adults (AYA) 15-24 years of age. Methods: We conducted a retrospective cohort study among AYA who enrolled in a comprehensive HIV program in Mozambique between 2012-2016. We assessed patients by sex and pregnancy/lactation status, comparing time to combination antiretroviral therapy (ART) initiation using Cox proportional hazard models. We employed multivariable logistic regression to investigate pre- and post-ART retention. Patients were defined as 'retained pre-ART' if they attended at least 3 of 4 required visits or started ART in the 6 months after enrollment, and 'retained post-ART' if they had any ART pickup or clinical visit during the last 90 days of the one-year follow-up period. Results: Of 47,702 patients in the cohort, 81% (n = 38,511) were female and 19% (n = 9,191) were male. Of the females, 57% (n = 21,770) were non-pregnant and non-lactating (NPNL) and 43% (n = 16,741) were pregnant or lactating (PL). PL (aHR 2.64, 95%CI:2.47-2.81) and NPNL females (aHR 1.36, 95%CI:1.30-1.42) were more likely to initiate ART than males. PL females had higher odds of pre-ART retention in care (aOR 3.56, 95%CI: 3.30-3.84), as did NPNL females (aOR 1.71, 95%CI: 1.62-1.81), compared to males. This was also true for retention post-ART initiation, with higher odds for both PL (aOR 1.78, 95%CI:1.63-1.94) and NPNL females (aOR 1.50, 95%CI:1.35-1.65) compared to males. Conclusions: PL females were most likely to initiate ART and remain in care post-ART in this AYA cohort, likely reflecting expansion of Option B+. Despite pregnancy and policy driven factors, we observed important sex-related disparities in this cohort. NPNL females were more likely to initiate ART and be retained in care before and after ART initiation than males. These data suggest that young males need targeted interventions to improve these important care continuum outcomes.Item Pregnancies among women living with HIV using contraceptives and antiretroviral therapy in western Kenya: a retrospective, cohort study(BMC, 2021-08-13) Patel, Rena C.; Amorim, Gustavo; Jakait, Beatrice; Shepherd, Bryan E.; Mocello, A. Rain; Musick, Beverly; Bernard, Caitlin; Onono, Maricianah; Bukusi, Elizabeth A.; Wools-Kaloustian, Kara; Cohen, Craig R.; Yiannoutsos, Constantin T.; Biostatistics, School of Public HealthBackground: Preventing unintended pregnancies is paramount for women living with HIV (WLHIV). Previous studies have suggested that efavirenz-containing antiretroviral therapy (ART) reduces contraceptive effectiveness of implants, but there are uncertainties regarding the quality of the electronic medical record (EMR) data used in these prior studies. Methods: We conducted a retrospective, cohort study of EMR data from 2011 to 2015 among WLHIV of reproductive age accessing HIV care in public facilities in western Kenya. We validated a large subsample of records with manual chart review and telephone interviews. We estimated adjusted incidence rate ratios (aIRRs) with Poisson regression accounting for the validation sampling using inverse probability weighting and generalized raking. Results: A total of 85,324 women contributed a total of 170,845 women-years (w-y) of observation time; a subset of 5080 women had their charts reviewed, and 1285 underwent interviews. Among implant users, the aIRR of pregnancy for efavirenz- vs. nevirapine-containing ART was 1.9 (95% CI 1.6, 2.4) using EMR data only and 3.2 (95% CI 1.8, 5.7) when additionally using both chart review and interview validated data. Among efavirenz users, the aIRR of pregnancy for depomedroxyprogesterone acetate (DMPA) vs. implant use was 1.8 (95% CI 1.5, 2.1) in EMR only and 2.4 (95% CI 1.0, 6.1) using validated data. Conclusion: Pregnancy rates are higher when contraceptive implants are concomitantly used with efavirenz-containing ART, though rates were similar to leading alternative contraceptive methods such as DMPA. Our data provides policymakers, program staff, and WLHIV greater confidence in guiding their decision-making around contraceptive and ART options. Our novel, 3-phase validation sampling provides an innovative tool for using routine EMR data to improve the robustness of data quality.Item Risk of Incident Diabetes Mellitus, Weight Gain, and Their Relationships With Integrase Inhibitor-Based Initial Antiretroviral Therapy Among Persons With Human Immunodeficiency Virus in the United States and Canada(Oxford University Press, 2021) Rebeiro, Peter F.; Jenkins, Cathy A.; Bian, Aihua; Lake, Jordan E.; Bourgi, Kassem; Moore, Richard D.; Horberg, Michael A.; Matthews, W. Christopher; Silverberg, Michael J.; Thorne, Jennifer; Mayor, Angel M.; Lima, Viviane D.; Palella, Frank J., Jr.; Saag, Michael S.; Althoff, Keri N.; Gill, M. John; Wong, Cherise; Klein, Marina B.; Crane, Heidi M.; Marconi, Vincent C.; Shepherd, Bryan E.; Sterling, Timothy R.; Koethe, John R.; Medicine, School of MedicineBackground: Integrase strand transfer inhibitor (INSTI)-based combination antiretroviral therapy (cART) is associated with greater weight gain among persons with human immunodeficiency virus (HIV), though metabolic consequences, such as diabetes mellitus (DM), are unclear. We examined the impact of initial cART regimen and weight on incident DM in a large North American HIV cohort (NA-ACCORD). Methods: cART-naive adults (≥18 years) initiating INSTI-, protease inhibitor (PI)-, or nonnucleoside reverse transcriptase inhibitor (NNRTI)-based regimens from January 2007 through December 2017 who had weight measured 12 (±6) months after treatment initiation contributed time until clinical DM, virologic failure, cART regimen switch, administrative close, death, or loss to follow-up. Multivariable Cox regression yielded adjusted hazard ratios (HRs) and 95% confidence intervals (CIs) for incident DM by cART class. Mediation analyses, with 12-month weight as mediator, similarly adjusted for all covariates. Results: Among 22 884 eligible individuals, 47% started NNRTI-, 30% PI-, and 23% INSTI-based cART with median follow-up of 3.0, 2.3, and 1.6 years, respectively. Overall, 722 (3%) developed DM. Persons starting INSTIs vs NNRTIs had incident DM risk (HR, 1.17 [95% CI, .92-1.48]), similar to PI vs NNRTI initiators (HR, 1.27 [95% CI, 1.07-1.51]). This effect was most pronounced for raltegravir (HR, 1.42 [95% CI, 1.06-1.91]) vs NNRTI initiators. The INSTI-DM association was attenuated (HR, 1.03 [95% CI, .71-1.49] vs NNRTIs) when accounting for 12-month weight. Conclusions: Initiating first cART regimens with INSTIs or PIs vs NNRTIs may confer greater risk of DM, likely mediated through weight gain.