word count: 235 34 Text word count: 5631 35 36 37 38 39 40 41 42 43 44 45 3 ABSTRACT. 46 47 To achieve long-term viral remission in HIV-infected children, novel strategies beyond 48 early anti-retroviral therapy (ART) will be necessary. Identifying clinical predictors of 49 time to viral rebound upon ART interruption will streamline the development of novel 50 therapeutic strategies and accelerate their evaluation in clinical trials. However, 51 identification of these biomarkers is logistically challenging in infants, due to sampling 52 limitations and potential risks of treatment interruption. To facilitate identification of 53 biomarkers predicting viral rebound, we have developed an infant rhesus macaque 54 (RM) model of oral SHIV.CH505.375H.dCT challenge and analytical treatment 55 interruption (ATI) after short-term ART. We used this model to characterize SHIV 56 replication kinetics and virus-specific immune responses during short-term ART or post-57 ATI and demonstrated plasma viral rebound in 5 out of 6 (83%) infants. We observed a 58 decline in humoral immune responses and partial dampening of systemic immune 59 activation upon initiation of ART in these infants. Furthermore, we documented that 60 infant and adult macaques have similar SHIV replication and rebound kinetics and 61 equally potent virus-specific humoral immune responses. Finally, we validated our 62 models by confirming a well-established correlate of time to viral rebound, namely pre-63 ART plasma viral load, as well as identified additional potential humoral immune 64 correlates. Thus, this model of infant ART and viral rebound can be used and further 65 optimized to define biomarkers of viral rebound following long-term ART as well as to 66 pre-clinically assess novel therapies to achieve a pediatric HIV functional cure.67 68 4 IMPORTANCE. 69 70 Novel interventions that do not rely on daily adherence to ART are needed to achieve 71 sustained viral remission for perinatally infected children who currently rely on lifelong 72 ART. Considering the risks and expense associated with ART-interruption trials, 73 identification of biomarkers of viral rebound will prioritize promising therapeutic 74 intervention strategies, including anti-HIV Env protein therapeutics. However, 75 comprehensive studies to identify those biomarkers are logistically challenging in 76 human infants, demanding the need for relevant non-human primate models of HIV 77 rebound. In this study, we developed an infant RM model of oral Simian/Human 78 Immunodeficiency virus infection expressing clade C HIV Env, and short-term ART 79 followed by ATI, longitudinally characterizing immune responses to viral infection during 80 ART and post-ATI. Additionally, we compared this infant RM model to an analogous 81 adult RM rebound model and identified virologic and immunologic correlates of time to 82 viral rebound post-ATI. 83 84 Word limit: 150 85 Word count: 141 86 87 88 89 90 91 5 INTRODUCTION. 92 93Despite the widespread availability and effectiveness of antiretroviral therapy...