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Anderson, P. L.

Publications and source records attributed to Anderson, P. L..

4 recordsLinked to original sources

Statistical Methods for Binary Outcomes Adjusting for Outcome Dependent Sampling in Longitudinal Studies with Nonignorable Dropout

1.Longitudinal clinical trials and cohort studies often collect clinical data paired with stored biospecimens. An increasing focus of biomedical research is aimed at leveraging these existing specimens to address new research questions. When a hypothesis of interest proposes to utilize costly, limited or difficult to obtain samples, it may not be possible or desirable to assay all samples. In these situations informed sampling strategies (ISS) can be used to minimize costs and preserve biospecimens by providing a framework to select a subset of subjects that is more informative than a simple random sample. The samples from selected subjects can be assayed and the resulting data can be analyzed in concert with an analytical correction. Dropout is common in longitudinal studies but existing ISS methods do not address nonignorable dropout. Ignoring cases where poor outcomes may influence the propensity to dropout could bias study results. We propose an expansion of current ISS frameworks to account for nonignorable dropout. Mixture models, commonly used to adjust for dropout, are modified to accommodate analysis of data from ISS designs. Methods are available in the BUILD R package.

bioinformatics↗

Ultra-long-acting refillable nanofluidic implant confers full protection against SHIV infection in non-human primates

The impact of pre-exposure prophylaxis (PrEP) on slowing the global human immunodeficiency virus (HIV) epidemic hinges on effective drugs and delivery platforms. Oral regimens have represented the pillar of HIV PrEP for years. However, variable adherence has spurred development of long-acting delivery systems, which also aim at increasing PrEP access, uptake and persistence. Here we present an ultra-long-acting and transcutaneously refillable subcutaneous nanofluidic implant for constant and sustained release of islatravir (ISL), a nucleoside reverse transcriptase translocation inhibitor, for HIV PrEP. In rhesus macaques, the ISL-eluting implants (nISL) achieved constant plasma ISL levels (median 3.14 nM) and peripheral blood mononuclear cells (PBMCs) ISL-triphosphate levels (ISL-TP) (median 0.16 pmol/106 cells) for over 20 months uninterrupted. These drug concentrations are above the established PrEP protection threshold. In two non-blinded, placebo-controlled studies with repeated low-dose rectal and vaginal SHIVSF162P3 challenges in male and female rhesus macaques, respectively, nISL implants conferred 100% protection against infection (p=0.0005 and 0.0009, respectively between nISL and placebo control groups). The nISL implants were well tolerated with mild local tissue inflammation and no signs of systemic toxicity over the 20-month period. Overall, our refillable nISL implant is a promising ultra-long-acting delivery technology for HIV PrEP. One Sentence SummaryAn ultra-long-acting and subcutaneous refillable nanofluidic implant achieved preventive levels of islatravir in non-human primates for 20 months without refilling and conferred 100% protection against rectal and vaginal SHIV transmission.

bioengineering↗

Preventive efficacy of a tenofovir alafenamide fumarate nanofluidic implant in SHIV-challenged nonhuman primates

Pre-exposure prophylaxis (PrEP) using antiretroviral oral drugs is effective at preventing HIV transmission when individuals adhere to the dosing regimen. Tenofovir alafenamide (TAF) is a potent antiretroviral drug, with numerous long-acting (LA) delivery systems under development to improve PrEP adherence. However, none has undergone preventive efficacy assessment. Here we show that LA TAF using a novel subcutaneous nanofluidic implant (nTAF) confers partial protection from HIV transmission. We demonstrate that sustained subcutaneous delivery through nTAF in rhesus macaques maintained tenofovir diphosphate concentration at a median of 390.00 fmol/106 peripheral blood mononuclear cells, 9 times above clinically protective levels. In a non-blinded, placebo-controlled rhesus macaque study with repeated low-dose rectal SHIVSF162P3 challenge, the nTAF cohort had a 62.50% reduction (95% CI: 1.72% to 85.69%; p=0.068) in risk of infection per exposure compared to the control. Our finding mirrors that of tenofovir disoproxil fumarate (TDF) monotherapy, where 60.00% protective efficacy was observed in macaques, and clinically, 67.00% reduction in risk with 86.00% preventive efficacy in individuals with detectable drug in the plasma. Overall, our nanofluidic technology shows potential as a subcutaneous delivery platform for long-term PrEP and provides insights for clinical implementation of LA TAF for HIV prevention.

bioengineering↗

Cryopreservation of human mucosal tissues

BACKGROUNDCryopreservation of leukocytes isolated from the cervicovaginal and colorectal mucosa is useful for the study of cellular immunity (see Hughes SM et al. PLOS ONE 2016). However, some questions about mucosal biology and sexually transmitted infections are better addressed with intact mucosal tissue, for which there is no standard cryopreservation protocol.\n\nMETHODS AND FINDINGSTo find an optimal preservation protocol for mucosal tissues, we tested slow cooling (1%C/min) with 10% dimethylsulfoxide (designated \"cryopreservation\") and fast cooling (plunge in liquid nitrogen) with 20% dimethylsulfoxide and 20% ethylene glycol (\"vitrification\"). We compared fresh and preserved human cervicovaginal and colorectal tissues in a range of assays, including metabolic activity, human immunodeficiency virus infection, cell phenotype, tissue structure by hematoxylin-and-eosin staining, cell number and viability, production of cytokines, and microbicide drug concentrations. Metabolic activity, HIV infectability, and tissue structure were similar in cryopreserved and vitrified vaginal tissues. However, vitrification led to poor cell recovery from the colorectal mucosa, with 90% fewer cells recovered after isolation from vitrified colorectal tissues than from cryopreserved. HIV infection rates were similar for fresh and cryopreserved ectocervical tissues, whereas cryopreserved colorectal tissues were less easily infected than fresh tissues (hazard ratio 0.7 [95% confidence interval 0.4, 1.2]). Finally, we compared isolation of cells before and after cryopreservation. Cell recoveries were higher when cells were isolated after freezing and thawing (71% [59-84%]) than before (50% [38-62%]). Cellular function was similar to fresh tissue in both cases. Microbicide drug concentrations were lower in cryopreserved explants compared to fresh ones.\n\nCONCLUSIONSCryopreservation of intact cervicovaginal and colorectal tissues with dimethylsulfoxide works well in a range of assays, while the utility of vitrification is more limited. Cell yields are higher from cryopreserved intact tissue pieces than from thawed cryopreserved single cell suspensions isolated before freezing, but T cell functions are similar.

immunology↗